diff --git "a/rdnet_small/20240309_082553.log" "b/rdnet_small/20240309_082553.log" new file mode 100644--- /dev/null +++ "b/rdnet_small/20240309_082553.log" @@ -0,0 +1,9831 @@ +2024-03-09 08:25:53,402 - mmdet - INFO - Environment info: +------------------------------------------------------------ +sys.platform: linux +Python: 3.9.18 (main, Sep 11 2023, 13:41:44) [GCC 11.2.0] +CUDA available: True +GPU 0,1,2,3: Tesla V100-SXM2-32GB +CUDA_HOME: /usr/local/cuda +NVCC: Build cuda_12.1.r12.1/compiler.32688072_0 +GCC: gcc (Ubuntu 11.3.0-1ubuntu1~22.04.1) 11.3.0 +PyTorch: 1.11.0 +PyTorch compiling details: PyTorch built with: + - GCC 7.3 + - C++ Version: 201402 + - Intel(R) oneAPI Math Kernel Library Version 2023.1-Product Build 20230303 for Intel(R) 64 architecture applications + - Intel(R) MKL-DNN v2.5.2 (Git Hash a9302535553c73243c632ad3c4c80beec3d19a1e) + - OpenMP 201511 (a.k.a. OpenMP 4.5) + - LAPACK is enabled (usually provided by MKL) + - NNPACK is enabled + - CPU capability usage: AVX2 + - CUDA Runtime 11.3 + - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_37,code=compute_37 + - CuDNN 8.2 + - Magma 2.5.2 + - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.0, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.11.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, + +TorchVision: 0.12.0 +OpenCV: 4.8.1 +MMCV: 1.4.8 +MMCV Compiler: GCC 7.3 +MMCV CUDA Compiler: 11.3 +MMDetection: 2.25.3+ +------------------------------------------------------------ + +2024-03-09 08:25:56,972 - mmdet - INFO - Distributed training: True +2024-03-09 08:26:00,774 - mmdet - INFO - Config: +model = dict( + type='CascadeRCNN', + backbone=dict( + type='RDNetBackbone', + model_name='rdnet_small', + features_only=True, + pretrained=True, + drop_path_rate=0.4), + neck=dict( + type='FPN', + in_channels=[264, 512, 760, 1264], + out_channels=256, + num_outs=5, + norm_cfg=dict(type='SyncBN', requires_grad=True)), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + 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='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_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, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_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=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_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=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + 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=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_pre=2000, + max_per_img=2000, + 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=False, + 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), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + 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), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + 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 = '/mnt/tmp/coco/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='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='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=4, + workers_per_gpu=8, + train=dict( + type='CocoDataset', + ann_file='/mnt/tmp/coco/annotations/instances_train2017.json', + img_prefix='/mnt/tmp/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='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/mnt/tmp/coco/annotations/instances_val2017.json', + img_prefix='/mnt/tmp/coco/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/mnt/tmp/coco/annotations/instances_val2017.json', + img_prefix='/mnt/tmp/coco/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + persistent_workers=True) +evaluation = dict(metric=['bbox', 'segm']) +optimizer = dict( + constructor='RDNetLearningRateDecayOptimizerConstructor', + type='AdamW', + lr=8e-05, + betas=(0.9, 0.999), + weight_decay=0.1, + paramwise_cfg=dict( + decay_rate=0.7, + decay_type='stage_wise', + num_layers=7, + model_name='rdnet_small')) +optimizer_config = dict(grad_clip=None) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=1000, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunner', max_epochs=36) +checkpoint_config = dict(interval=1, max_keep_ckpts=1) +log_config = dict( + interval=50, + hooks=[ + dict(type='TextLoggerHook'), + dict( + type='WandbLoggerHook', + init_kwargs=dict( + project='mmdetection', + name='cascade_s_dp04_lr8e-5_wd01_ld07_gn1_fpnbn'), + interval=50, + log_artifact=False) + ]) +custom_hooks = [ + dict(type='NumClassCheckHook'), +] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = None +resume_from = None +workflow = [('train', 1)] +opencv_num_threads = 0 +mp_start_method = 'fork' +auto_scale_lr = dict(enable=False, base_batch_size=16) +fp16 = dict(loss_scale=dict(init_scale=512)) +work_dir = '/mnt/cmlssd004/public/donghyun/dnet_exps/mmdet/cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn' +auto_resume = True +gpu_ids = range(0, 4) + +2024-03-09 08:26:04,594 - mmdet - INFO - Set random seed to 155364966, deterministic: False +2024-03-09 08:26:33,106 - mmdet - INFO - initialize FPN with init_cfg {'type': 'Xavier', 'layer': 'Conv2d', 'distribution': 'uniform'} +2024-03-09 08:26:33,131 - mmdet - INFO - initialize RPNHead with init_cfg {'type': 'Normal', 'layer': 'Conv2d', 'std': 0.01} +2024-03-09 08:26:33,136 - mmdet - INFO - initialize ConvFCBBoxHead 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'}]}] +2024-03-09 08:26:33,260 - mmdet - INFO - initialize ConvFCBBoxHead 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'}]}] +2024-03-09 08:26:33,382 - mmdet - INFO - initialize ConvFCBBoxHead 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.timm_model.stem.stem.0.weight - torch.Size([72, 3, 4, 4]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.stem.stem.0.bias - torch.Size([72]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.stem.stem.1.weight - torch.Size([72]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.stem.stem.1.bias - torch.Size([72]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block0.gamma - torch.Size([64]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.0.weight - torch.Size([72, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.0.bias - torch.Size([72]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.1.weight - torch.Size([72]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.1.bias - torch.Size([72]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.2.weight - torch.Size([288, 72, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.2.bias - torch.Size([288]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.4.weight - torch.Size([64, 288, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.4.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block1.gamma - torch.Size([64]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.0.weight - torch.Size([136, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.0.bias - torch.Size([136]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.1.weight - torch.Size([136]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.1.bias - torch.Size([136]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.2.weight - torch.Size([544, 136, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.2.bias - torch.Size([544]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.4.weight - torch.Size([64, 544, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.4.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block2.gamma - torch.Size([64]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.0.weight - torch.Size([200, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.0.bias - torch.Size([200]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.1.weight - torch.Size([200]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.1.bias - torch.Size([200]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.2.weight - torch.Size([800, 200, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.2.bias - torch.Size([800]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.4.weight - torch.Size([64, 800, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.4.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.0.weight - torch.Size([264]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.0.bias - torch.Size([264]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.1.weight - torch.Size([128, 264, 2, 2]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.1.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block0.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.0.weight - torch.Size([128, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.0.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.1.weight - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.1.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.2.weight - torch.Size([512, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.2.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.weight - torch.Size([128, 512, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block1.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.0.weight - torch.Size([256, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.0.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.1.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.1.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.2.weight - torch.Size([1024, 256, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.weight - torch.Size([128, 1024, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block2.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.0.weight - torch.Size([384, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.0.bias - torch.Size([384]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.1.weight - torch.Size([384]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.1.bias - torch.Size([384]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.2.weight - torch.Size([1536, 384, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.2.bias - torch.Size([1536]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.weight - torch.Size([128, 1536, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.0.weight - torch.Size([512]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.0.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.1.weight - torch.Size([256, 512, 2, 2]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.1.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block0.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.0.weight - torch.Size([256, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.0.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.1.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.1.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.2.weight - torch.Size([1024, 256, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.4.weight - torch.Size([128, 1024, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block1.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.0.weight - torch.Size([384, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.0.bias - torch.Size([384]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.1.weight - torch.Size([384]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.1.bias - torch.Size([384]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.2.weight - torch.Size([1536, 384, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.2.bias - torch.Size([1536]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.4.weight - torch.Size([128, 1536, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block2.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.0.weight - torch.Size([512, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.0.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.1.weight - torch.Size([512]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.1.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.2.weight - torch.Size([2048, 512, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.2.bias - torch.Size([2048]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.4.weight - torch.Size([128, 2048, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.0.weight - torch.Size([640]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.0.bias - torch.Size([640]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.1.weight - torch.Size([320, 640, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.1.bias - torch.Size([320]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block0.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.0.weight - torch.Size([320, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.0.bias - torch.Size([320]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.1.weight - torch.Size([320]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.1.bias - torch.Size([320]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.2.weight - torch.Size([1280, 320, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.2.bias - torch.Size([1280]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.4.weight - torch.Size([128, 1280, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block1.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.0.weight - torch.Size([448, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.0.bias - torch.Size([448]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.1.weight - torch.Size([448]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.1.bias - torch.Size([448]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.2.weight - torch.Size([1792, 448, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.2.bias - torch.Size([1792]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.4.weight - torch.Size([128, 1792, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block2.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.0.weight - torch.Size([576, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.0.bias - torch.Size([576]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.1.weight - torch.Size([576]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.1.bias - torch.Size([576]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.2.weight - torch.Size([2304, 576, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.2.bias - torch.Size([2304]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.4.weight - torch.Size([128, 2304, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.0.weight - torch.Size([704]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.0.bias - torch.Size([704]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.1.weight - torch.Size([352, 704, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.1.bias - torch.Size([352]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block0.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.0.weight - torch.Size([352, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.0.bias - torch.Size([352]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.1.weight - torch.Size([352]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.1.bias - torch.Size([352]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.2.weight - torch.Size([1408, 352, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.2.bias - torch.Size([1408]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.4.weight - torch.Size([128, 1408, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block1.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.0.weight - torch.Size([480, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.0.bias - torch.Size([480]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.1.weight - torch.Size([480]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.1.bias - torch.Size([480]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.2.weight - torch.Size([1920, 480, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.2.bias - torch.Size([1920]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.4.weight - torch.Size([128, 1920, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block2.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.0.weight - torch.Size([608, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.0.bias - torch.Size([608]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.1.weight - torch.Size([608]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.1.bias - torch.Size([608]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.2.weight - torch.Size([2432, 608, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.2.bias - torch.Size([2432]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.4.weight - torch.Size([128, 2432, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.0.weight - torch.Size([736]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.0.bias - torch.Size([736]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.1.weight - torch.Size([368, 736, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.1.bias - torch.Size([368]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block0.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.0.weight - torch.Size([368, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.0.bias - torch.Size([368]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.1.weight - torch.Size([368]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.1.bias - torch.Size([368]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.2.weight - torch.Size([1472, 368, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.2.bias - torch.Size([1472]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.4.weight - torch.Size([128, 1472, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block1.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.0.weight - torch.Size([496, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.0.bias - torch.Size([496]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.1.weight - torch.Size([496]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.1.bias - torch.Size([496]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.2.weight - torch.Size([1984, 496, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.2.bias - torch.Size([1984]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.4.weight - torch.Size([128, 1984, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block2.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.0.weight - torch.Size([624, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.0.bias - torch.Size([624]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.1.weight - torch.Size([624]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.1.bias - torch.Size([624]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.2.weight - torch.Size([2496, 624, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.2.bias - torch.Size([2496]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.4.weight - torch.Size([128, 2496, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.0.weight - torch.Size([752]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.0.bias - torch.Size([752]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.1.weight - torch.Size([376, 752, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.1.bias - torch.Size([376]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block0.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.0.weight - torch.Size([376, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.0.bias - torch.Size([376]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.1.weight - torch.Size([376]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.1.bias - torch.Size([376]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.2.weight - torch.Size([1504, 376, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.2.bias - torch.Size([1504]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.4.weight - torch.Size([128, 1504, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block1.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.0.weight - torch.Size([504, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.0.bias - torch.Size([504]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.1.weight - torch.Size([504]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.1.bias - torch.Size([504]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.2.weight - torch.Size([2016, 504, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.2.bias - torch.Size([2016]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.4.weight - torch.Size([128, 2016, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block2.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.0.weight - torch.Size([632, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.0.bias - torch.Size([632]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.1.weight - torch.Size([632]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.1.bias - torch.Size([632]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.2.weight - torch.Size([2528, 632, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.2.bias - torch.Size([2528]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.4.weight - torch.Size([128, 2528, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.0.weight - torch.Size([760]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.0.bias - torch.Size([760]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.1.weight - torch.Size([376, 760, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.1.bias - torch.Size([376]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block0.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.0.weight - torch.Size([376, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.0.bias - torch.Size([376]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.1.weight - torch.Size([376]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.1.bias - torch.Size([376]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.2.weight - torch.Size([1504, 376, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.2.bias - torch.Size([1504]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.4.weight - torch.Size([128, 1504, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block1.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.0.weight - torch.Size([504, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.0.bias - torch.Size([504]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.1.weight - torch.Size([504]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.1.bias - torch.Size([504]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.2.weight - torch.Size([2016, 504, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.2.bias - torch.Size([2016]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.4.weight - torch.Size([128, 2016, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block2.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.0.weight - torch.Size([632, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.0.bias - torch.Size([632]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.1.weight - torch.Size([632]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.1.bias - torch.Size([632]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.2.weight - torch.Size([2528, 632, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.2.bias - torch.Size([2528]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.4.weight - torch.Size([128, 2528, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.0.weight - torch.Size([760]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.0.bias - torch.Size([760]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.1.weight - torch.Size([376, 760, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.1.bias - torch.Size([376]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block0.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.0.weight - torch.Size([376, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.0.bias - torch.Size([376]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.1.weight - torch.Size([376]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.1.bias - torch.Size([376]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.2.weight - torch.Size([1504, 376, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.2.bias - torch.Size([1504]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.4.weight - torch.Size([128, 1504, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block1.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.0.weight - torch.Size([504, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.0.bias - torch.Size([504]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.1.weight - torch.Size([504]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.1.bias - torch.Size([504]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.2.weight - torch.Size([2016, 504, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.2.bias - torch.Size([2016]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.4.weight - torch.Size([128, 2016, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block2.gamma - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.0.weight - torch.Size([632, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.0.bias - torch.Size([632]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.1.weight - torch.Size([632]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.1.bias - torch.Size([632]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.2.weight - torch.Size([2528, 632, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.2.bias - torch.Size([2528]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.4.weight - torch.Size([128, 2528, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.4.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.5.fc.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.0.weight - torch.Size([760]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.0.bias - torch.Size([760]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.1.weight - torch.Size([376, 760, 2, 2]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.1.bias - torch.Size([376]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block0.gamma - torch.Size([240]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.0.weight - torch.Size([376, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.0.bias - torch.Size([376]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.1.weight - torch.Size([376]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.1.bias - torch.Size([376]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.2.weight - torch.Size([1504, 376, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.2.bias - torch.Size([1504]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.4.weight - torch.Size([240, 1504, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.4.bias - torch.Size([240]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.5.fc.weight - torch.Size([240, 240, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.5.fc.bias - torch.Size([240]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block1.gamma - torch.Size([240]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.0.weight - torch.Size([616, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.0.bias - torch.Size([616]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.1.weight - torch.Size([616]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.1.bias - torch.Size([616]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.2.weight - torch.Size([2464, 616, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.2.bias - torch.Size([2464]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.4.weight - torch.Size([240, 2464, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.4.bias - torch.Size([240]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.5.fc.weight - torch.Size([240, 240, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.5.fc.bias - torch.Size([240]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block2.gamma - torch.Size([240]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.0.weight - torch.Size([856, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.0.bias - torch.Size([856]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.1.weight - torch.Size([856]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.1.bias - torch.Size([856]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.2.weight - torch.Size([3424, 856, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.2.bias - torch.Size([3424]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.4.weight - torch.Size([240, 3424, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.4.bias - torch.Size([240]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.5.fc.weight - torch.Size([240, 240, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.5.fc.bias - torch.Size([240]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.0.weight - torch.Size([1096]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.0.bias - torch.Size([1096]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.1.weight - torch.Size([544, 1096, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.1.bias - torch.Size([544]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block0.gamma - torch.Size([240]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.0.weight - torch.Size([544, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.0.bias - torch.Size([544]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.1.weight - torch.Size([544]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.1.bias - torch.Size([544]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.2.weight - torch.Size([2176, 544, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.2.bias - torch.Size([2176]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.4.weight - torch.Size([240, 2176, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.4.bias - torch.Size([240]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.5.fc.weight - torch.Size([240, 240, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.5.fc.bias - torch.Size([240]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block1.gamma - torch.Size([240]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.0.weight - torch.Size([784, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.0.bias - torch.Size([784]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.1.weight - torch.Size([784]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.1.bias - torch.Size([784]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.2.weight - torch.Size([3136, 784, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.2.bias - torch.Size([3136]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.4.weight - torch.Size([240, 3136, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.4.bias - torch.Size([240]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.5.fc.weight - torch.Size([240, 240, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.5.fc.bias - torch.Size([240]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block2.gamma - torch.Size([240]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.0.weight - torch.Size([1024, 1, 7, 7]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.0.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.2.weight - torch.Size([4096, 1024, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.2.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.4.weight - torch.Size([240, 4096, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.4.bias - torch.Size([240]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.5.fc.weight - torch.Size([240, 240, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.5.fc.bias - torch.Size([240]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.norm_modules.0.weight - torch.Size([264]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.norm_modules.0.bias - torch.Size([264]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.norm_modules.1.weight - torch.Size([512]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.norm_modules.1.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.norm_modules.2.weight - torch.Size([760]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.norm_modules.2.bias - torch.Size([760]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.norm_modules.3.weight - torch.Size([1264]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +backbone.norm_modules.3.bias - torch.Size([1264]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +neck.lateral_convs.0.conv.weight - torch.Size([256, 264, 1, 1]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.lateral_convs.0.bn.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +neck.lateral_convs.0.bn.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +neck.lateral_convs.1.conv.weight - torch.Size([256, 512, 1, 1]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.lateral_convs.1.bn.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +neck.lateral_convs.1.bn.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +neck.lateral_convs.2.conv.weight - torch.Size([256, 760, 1, 1]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.lateral_convs.2.bn.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +neck.lateral_convs.2.bn.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +neck.lateral_convs.3.conv.weight - torch.Size([256, 1264, 1, 1]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.lateral_convs.3.bn.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +neck.lateral_convs.3.bn.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +neck.fpn_convs.0.conv.weight - torch.Size([256, 256, 3, 3]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.fpn_convs.0.bn.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +neck.fpn_convs.0.bn.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +neck.fpn_convs.1.conv.weight - torch.Size([256, 256, 3, 3]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.fpn_convs.1.bn.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +neck.fpn_convs.1.bn.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +neck.fpn_convs.2.conv.weight - torch.Size([256, 256, 3, 3]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.fpn_convs.2.bn.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +neck.fpn_convs.2.bn.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +neck.fpn_convs.3.conv.weight - torch.Size([256, 256, 3, 3]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.fpn_convs.3.bn.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +neck.fpn_convs.3.bn.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +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.0.fc_cls.weight - torch.Size([81, 1024]): +NormalInit: mean=0, std=0.01, bias=0 + +roi_head.bbox_head.0.fc_cls.bias - torch.Size([81]): +NormalInit: mean=0, std=0.01, bias=0 + +roi_head.bbox_head.0.fc_reg.weight - torch.Size([320, 1024]): +NormalInit: mean=0, std=0.001, bias=0 + +roi_head.bbox_head.0.fc_reg.bias - torch.Size([320]): +NormalInit: mean=0, std=0.001, bias=0 + +roi_head.bbox_head.0.shared_convs.0.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.0.shared_convs.0.bn.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.0.shared_convs.0.bn.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.0.shared_convs.1.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.0.shared_convs.1.bn.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.0.shared_convs.1.bn.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.0.shared_convs.2.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.0.shared_convs.2.bn.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.0.shared_convs.2.bn.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.0.shared_convs.3.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.0.shared_convs.3.bn.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.0.shared_convs.3.bn.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.0.shared_fcs.0.weight - torch.Size([1024, 12544]): +XavierInit: gain=1, distribution=uniform, bias=0 + +roi_head.bbox_head.0.shared_fcs.0.bias - torch.Size([1024]): +XavierInit: gain=1, distribution=uniform, bias=0 + +roi_head.bbox_head.1.fc_cls.weight - torch.Size([81, 1024]): +NormalInit: mean=0, std=0.01, bias=0 + +roi_head.bbox_head.1.fc_cls.bias - torch.Size([81]): +NormalInit: mean=0, std=0.01, bias=0 + +roi_head.bbox_head.1.fc_reg.weight - torch.Size([320, 1024]): +NormalInit: mean=0, std=0.001, bias=0 + +roi_head.bbox_head.1.fc_reg.bias - torch.Size([320]): +NormalInit: mean=0, std=0.001, bias=0 + +roi_head.bbox_head.1.shared_convs.0.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.1.shared_convs.0.bn.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.1.shared_convs.0.bn.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.1.shared_convs.1.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.1.shared_convs.1.bn.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.1.shared_convs.1.bn.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.1.shared_convs.2.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.1.shared_convs.2.bn.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.1.shared_convs.2.bn.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.1.shared_convs.3.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.1.shared_convs.3.bn.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.1.shared_convs.3.bn.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.1.shared_fcs.0.weight - torch.Size([1024, 12544]): +XavierInit: gain=1, distribution=uniform, bias=0 + +roi_head.bbox_head.1.shared_fcs.0.bias - torch.Size([1024]): +XavierInit: gain=1, distribution=uniform, bias=0 + +roi_head.bbox_head.2.fc_cls.weight - torch.Size([81, 1024]): +NormalInit: mean=0, std=0.01, bias=0 + +roi_head.bbox_head.2.fc_cls.bias - torch.Size([81]): +NormalInit: mean=0, std=0.01, bias=0 + +roi_head.bbox_head.2.fc_reg.weight - torch.Size([320, 1024]): +NormalInit: mean=0, std=0.001, bias=0 + +roi_head.bbox_head.2.fc_reg.bias - torch.Size([320]): +NormalInit: mean=0, std=0.001, bias=0 + +roi_head.bbox_head.2.shared_convs.0.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.2.shared_convs.0.bn.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.2.shared_convs.0.bn.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.2.shared_convs.1.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.2.shared_convs.1.bn.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.2.shared_convs.1.bn.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.2.shared_convs.2.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.2.shared_convs.2.bn.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.2.shared_convs.2.bn.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.2.shared_convs.3.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.2.shared_convs.3.bn.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.2.shared_convs.3.bn.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.bbox_head.2.shared_fcs.0.weight - torch.Size([1024, 12544]): +XavierInit: gain=1, distribution=uniform, bias=0 + +roi_head.bbox_head.2.shared_fcs.0.bias - torch.Size([1024]): +XavierInit: gain=1, distribution=uniform, bias=0 + +roi_head.mask_head.0.convs.0.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.0.convs.0.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.0.convs.1.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.0.convs.1.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.0.convs.2.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.0.convs.2.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.0.convs.3.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.0.convs.3.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.0.upsample.weight - torch.Size([256, 256, 2, 2]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.0.upsample.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.0.conv_logits.weight - torch.Size([80, 256, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.0.conv_logits.bias - torch.Size([80]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.1.convs.0.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.1.convs.0.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.1.convs.1.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.1.convs.1.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.1.convs.2.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.1.convs.2.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.1.convs.3.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.1.convs.3.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.1.upsample.weight - torch.Size([256, 256, 2, 2]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.1.upsample.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.1.conv_logits.weight - torch.Size([80, 256, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.1.conv_logits.bias - torch.Size([80]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.2.convs.0.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.2.convs.0.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.2.convs.1.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.2.convs.1.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.2.convs.2.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.2.convs.2.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.2.convs.3.conv.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.2.convs.3.conv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.2.upsample.weight - torch.Size([256, 256, 2, 2]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.2.upsample.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.2.conv_logits.weight - torch.Size([80, 256, 1, 1]): +The value is the same before and after calling `init_weights` of CascadeRCNN + +roi_head.mask_head.2.conv_logits.bias - torch.Size([80]): +The value is the same before and after calling `init_weights` of CascadeRCNN +2024-03-09 08:26:55,979 - mmdet - INFO - Automatic scaling of learning rate (LR) has been disabled. +2024-03-09 08:26:55,980 - mmdet - INFO - self.paramwise_cfg is {'decay_rate': 0.7, 'decay_type': 'stage_wise', 'num_layers': 7, 'model_name': 'rdnet_small'} +2024-03-09 08:26:55,980 - mmdet - INFO - Build LearningRateDecayOptimizerConstructor stage_wise 0.7 - 9 +2024-03-09 08:26:55,980 - mmdet - INFO - set param backbone.timm_model.stem.stem.0.weight as id 0 +2024-03-09 08:26:55,980 - mmdet - INFO - set param backbone.timm_model.stem.stem.0.bias as id 0 +2024-03-09 08:26:55,980 - mmdet - INFO - set param backbone.timm_model.stem.stem.1.weight as id 0 +2024-03-09 08:26:55,980 - mmdet - INFO - set param backbone.timm_model.stem.stem.1.bias as id 0 +2024-03-09 08:26:55,980 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.gamma as id 1 +2024-03-09 08:26:55,980 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.0.weight as id 1 +2024-03-09 08:26:55,980 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.0.bias as id 1 +2024-03-09 08:26:55,980 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.1.weight as id 1 +2024-03-09 08:26:55,980 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.1.bias as id 1 +2024-03-09 08:26:55,980 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.2.weight as id 1 +2024-03-09 08:26:55,980 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.2.bias as id 1 +2024-03-09 08:26:55,980 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.4.weight as id 1 +2024-03-09 08:26:55,980 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.4.bias as id 1 +2024-03-09 08:26:55,980 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.gamma as id 1 +2024-03-09 08:26:55,980 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.0.weight as id 1 +2024-03-09 08:26:55,981 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.0.bias as id 1 +2024-03-09 08:26:55,981 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.1.weight as id 1 +2024-03-09 08:26:55,981 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.1.bias as id 1 +2024-03-09 08:26:55,981 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.2.weight as id 1 +2024-03-09 08:26:55,981 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.2.bias as id 1 +2024-03-09 08:26:55,981 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.4.weight as id 1 +2024-03-09 08:26:55,981 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.4.bias as id 1 +2024-03-09 08:26:55,981 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.gamma as id 1 +2024-03-09 08:26:55,981 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.0.weight as id 1 +2024-03-09 08:26:55,981 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.0.bias as id 1 +2024-03-09 08:26:55,981 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.1.weight as id 1 +2024-03-09 08:26:55,981 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.1.bias as id 1 +2024-03-09 08:26:55,981 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.2.weight as id 1 +2024-03-09 08:26:55,981 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.2.bias as id 1 +2024-03-09 08:26:55,981 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.4.weight as id 1 +2024-03-09 08:26:55,981 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.4.bias as id 1 +2024-03-09 08:26:55,981 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.0.weight as id 2 +2024-03-09 08:26:55,981 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.0.bias as id 2 +2024-03-09 08:26:55,981 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.1.weight as id 2 +2024-03-09 08:26:55,981 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.1.bias as id 2 +2024-03-09 08:26:55,982 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.gamma as id 2 +2024-03-09 08:26:55,982 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.0.weight as id 2 +2024-03-09 08:26:55,982 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.0.bias as id 2 +2024-03-09 08:26:55,982 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.1.weight as id 2 +2024-03-09 08:26:55,982 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.1.bias as id 2 +2024-03-09 08:26:55,982 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.2.weight as id 2 +2024-03-09 08:26:55,982 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.2.bias as id 2 +2024-03-09 08:26:55,982 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.weight as id 2 +2024-03-09 08:26:55,982 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.bias as id 2 +2024-03-09 08:26:55,982 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.gamma as id 2 +2024-03-09 08:26:55,982 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.0.weight as id 2 +2024-03-09 08:26:55,982 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.0.bias as id 2 +2024-03-09 08:26:55,982 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.1.weight as id 2 +2024-03-09 08:26:55,982 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.1.bias as id 2 +2024-03-09 08:26:55,982 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.2.weight as id 2 +2024-03-09 08:26:55,982 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.2.bias as id 2 +2024-03-09 08:26:55,982 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.weight as id 2 +2024-03-09 08:26:55,982 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.bias as id 2 +2024-03-09 08:26:55,982 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.gamma as id 2 +2024-03-09 08:26:55,982 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.0.weight as id 2 +2024-03-09 08:26:55,983 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.0.bias as id 2 +2024-03-09 08:26:55,983 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.1.weight as id 2 +2024-03-09 08:26:55,983 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.1.bias as id 2 +2024-03-09 08:26:55,983 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.2.weight as id 2 +2024-03-09 08:26:55,983 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.2.bias as id 2 +2024-03-09 08:26:55,983 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.weight as id 2 +2024-03-09 08:26:55,983 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.bias as id 2 +2024-03-09 08:26:55,983 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.0.weight as id 3 +2024-03-09 08:26:55,983 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.0.bias as id 3 +2024-03-09 08:26:55,983 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.1.weight as id 3 +2024-03-09 08:26:55,983 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.1.bias as id 3 +2024-03-09 08:26:55,983 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.gamma as id 3 +2024-03-09 08:26:55,983 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.0.weight as id 3 +2024-03-09 08:26:55,983 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.0.bias as id 3 +2024-03-09 08:26:55,983 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.1.weight as id 3 +2024-03-09 08:26:55,983 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.1.bias as id 3 +2024-03-09 08:26:55,983 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.2.weight as id 3 +2024-03-09 08:26:55,984 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.2.bias as id 3 +2024-03-09 08:26:55,984 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.4.weight as id 3 +2024-03-09 08:26:55,984 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.4.bias as id 3 +2024-03-09 08:26:55,984 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.5.fc.weight as id 3 +2024-03-09 08:26:55,984 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.5.fc.bias as id 3 +2024-03-09 08:26:55,984 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.gamma as id 3 +2024-03-09 08:26:55,984 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.0.weight as id 3 +2024-03-09 08:26:55,984 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.0.bias as id 3 +2024-03-09 08:26:55,984 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.1.weight as id 3 +2024-03-09 08:26:55,984 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.1.bias as id 3 +2024-03-09 08:26:55,984 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.2.weight as id 3 +2024-03-09 08:26:55,984 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.2.bias as id 3 +2024-03-09 08:26:55,984 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.4.weight as id 3 +2024-03-09 08:26:55,984 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.4.bias as id 3 +2024-03-09 08:26:55,984 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.5.fc.weight as id 3 +2024-03-09 08:26:55,984 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.5.fc.bias as id 3 +2024-03-09 08:26:55,984 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.gamma as id 3 +2024-03-09 08:26:55,984 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.0.weight as id 3 +2024-03-09 08:26:55,984 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.0.bias as id 3 +2024-03-09 08:26:55,984 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.1.weight as id 3 +2024-03-09 08:26:55,985 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.1.bias as id 3 +2024-03-09 08:26:55,985 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.2.weight as id 3 +2024-03-09 08:26:55,985 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.2.bias as id 3 +2024-03-09 08:26:55,985 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.4.weight as id 3 +2024-03-09 08:26:55,985 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.4.bias as id 3 +2024-03-09 08:26:55,985 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.5.fc.weight as id 3 +2024-03-09 08:26:55,985 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.5.fc.bias as id 3 +2024-03-09 08:26:55,985 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.0.weight as id 4 +2024-03-09 08:26:55,985 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.0.bias as id 4 +2024-03-09 08:26:55,985 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.1.weight as id 4 +2024-03-09 08:26:55,985 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.1.bias as id 4 +2024-03-09 08:26:55,985 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.gamma as id 4 +2024-03-09 08:26:55,985 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.0.weight as id 4 +2024-03-09 08:26:55,985 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.0.bias as id 4 +2024-03-09 08:26:55,985 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.1.weight as id 4 +2024-03-09 08:26:55,985 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.1.bias as id 4 +2024-03-09 08:26:55,985 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.2.weight as id 4 +2024-03-09 08:26:55,985 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.2.bias as id 4 +2024-03-09 08:26:55,985 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.4.weight as id 4 +2024-03-09 08:26:55,985 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.4.bias as id 4 +2024-03-09 08:26:55,986 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.5.fc.weight as id 4 +2024-03-09 08:26:55,986 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.5.fc.bias as id 4 +2024-03-09 08:26:55,986 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.gamma as id 4 +2024-03-09 08:26:55,986 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.0.weight as id 4 +2024-03-09 08:26:55,986 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.0.bias as id 4 +2024-03-09 08:26:55,986 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.1.weight as id 4 +2024-03-09 08:26:55,986 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.1.bias as id 4 +2024-03-09 08:26:55,986 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.2.weight as id 4 +2024-03-09 08:26:55,986 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.2.bias as id 4 +2024-03-09 08:26:55,986 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.4.weight as id 4 +2024-03-09 08:26:55,986 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.4.bias as id 4 +2024-03-09 08:26:55,986 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.5.fc.weight as id 4 +2024-03-09 08:26:55,986 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.5.fc.bias as id 4 +2024-03-09 08:26:55,986 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.gamma as id 4 +2024-03-09 08:26:55,986 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.0.weight as id 4 +2024-03-09 08:26:55,986 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.0.bias as id 4 +2024-03-09 08:26:55,986 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.1.weight as id 4 +2024-03-09 08:26:55,986 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.1.bias as id 4 +2024-03-09 08:26:55,986 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.2.weight as id 4 +2024-03-09 08:26:55,986 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.2.bias as id 4 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.4.weight as id 4 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.4.bias as id 4 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.5.fc.weight as id 4 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.5.fc.bias as id 4 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.0.weight as id 5 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.0.bias as id 5 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.1.weight as id 5 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.1.bias as id 5 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.gamma as id 5 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.0.weight as id 5 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.0.bias as id 5 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.1.weight as id 5 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.1.bias as id 5 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.2.weight as id 5 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.2.bias as id 5 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.4.weight as id 5 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.4.bias as id 5 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.5.fc.weight as id 5 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.5.fc.bias as id 5 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.gamma as id 5 +2024-03-09 08:26:55,987 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.0.weight as id 5 +2024-03-09 08:26:55,988 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.0.bias as id 5 +2024-03-09 08:26:55,988 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.1.weight as id 5 +2024-03-09 08:26:55,988 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.1.bias as id 5 +2024-03-09 08:26:55,988 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.2.weight as id 5 +2024-03-09 08:26:55,988 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.2.bias as id 5 +2024-03-09 08:26:55,988 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.4.weight as id 5 +2024-03-09 08:26:55,988 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.4.bias as id 5 +2024-03-09 08:26:55,988 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.5.fc.weight as id 5 +2024-03-09 08:26:55,988 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.5.fc.bias as id 5 +2024-03-09 08:26:55,988 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.gamma as id 5 +2024-03-09 08:26:55,988 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.0.weight as id 5 +2024-03-09 08:26:55,988 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.0.bias as id 5 +2024-03-09 08:26:55,988 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.1.weight as id 5 +2024-03-09 08:26:55,988 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.1.bias as id 5 +2024-03-09 08:26:55,988 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.2.weight as id 5 +2024-03-09 08:26:55,988 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.2.bias as id 5 +2024-03-09 08:26:55,988 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.4.weight as id 5 +2024-03-09 08:26:55,988 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.4.bias as id 5 +2024-03-09 08:26:55,989 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.5.fc.weight as id 5 +2024-03-09 08:26:55,989 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.5.fc.bias as id 5 +2024-03-09 08:26:55,989 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.0.weight as id 6 +2024-03-09 08:26:55,989 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.0.bias as id 6 +2024-03-09 08:26:55,989 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.1.weight as id 6 +2024-03-09 08:26:55,989 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.1.bias as id 6 +2024-03-09 08:26:55,989 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.gamma as id 6 +2024-03-09 08:26:55,989 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.0.weight as id 6 +2024-03-09 08:26:55,989 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.0.bias as id 6 +2024-03-09 08:26:55,989 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.1.weight as id 6 +2024-03-09 08:26:55,989 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.1.bias as id 6 +2024-03-09 08:26:55,989 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.2.weight as id 6 +2024-03-09 08:26:55,989 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.2.bias as id 6 +2024-03-09 08:26:55,989 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.4.weight as id 6 +2024-03-09 08:26:55,989 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.4.bias as id 6 +2024-03-09 08:26:55,989 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.5.fc.weight as id 6 +2024-03-09 08:26:55,989 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.5.fc.bias as id 6 +2024-03-09 08:26:55,989 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.gamma as id 6 +2024-03-09 08:26:55,989 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.0.weight as id 6 +2024-03-09 08:26:55,989 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.0.bias as id 6 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.1.weight as id 6 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.1.bias as id 6 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.2.weight as id 6 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.2.bias as id 6 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.4.weight as id 6 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.4.bias as id 6 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.5.fc.weight as id 6 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.5.fc.bias as id 6 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.gamma as id 6 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.0.weight as id 6 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.0.bias as id 6 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.1.weight as id 6 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.1.bias as id 6 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.2.weight as id 6 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.2.bias as id 6 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.4.weight as id 6 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.4.bias as id 6 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.5.fc.weight as id 6 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.5.fc.bias as id 6 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.0.weight as id 7 +2024-03-09 08:26:55,990 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.0.bias as id 7 +2024-03-09 08:26:55,991 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.1.weight as id 7 +2024-03-09 08:26:55,991 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.1.bias as id 7 +2024-03-09 08:26:55,991 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.gamma as id 7 +2024-03-09 08:26:55,991 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.0.weight as id 7 +2024-03-09 08:26:55,991 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.0.bias as id 7 +2024-03-09 08:26:55,991 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.1.weight as id 7 +2024-03-09 08:26:55,991 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.1.bias as id 7 +2024-03-09 08:26:55,991 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.2.weight as id 7 +2024-03-09 08:26:55,991 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.2.bias as id 7 +2024-03-09 08:26:55,991 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.4.weight as id 7 +2024-03-09 08:26:55,991 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.4.bias as id 7 +2024-03-09 08:26:55,991 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.5.fc.weight as id 7 +2024-03-09 08:26:55,991 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.5.fc.bias as id 7 +2024-03-09 08:26:55,991 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.gamma as id 7 +2024-03-09 08:26:55,991 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.0.weight as id 7 +2024-03-09 08:26:55,991 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.0.bias as id 7 +2024-03-09 08:26:55,991 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.1.weight as id 7 +2024-03-09 08:26:55,991 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.1.bias as id 7 +2024-03-09 08:26:55,991 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.2.weight as id 7 +2024-03-09 08:26:55,991 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.2.bias as id 7 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.4.weight as id 7 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.4.bias as id 7 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.5.fc.weight as id 7 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.5.fc.bias as id 7 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.gamma as id 7 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.0.weight as id 7 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.0.bias as id 7 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.1.weight as id 7 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.1.bias as id 7 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.2.weight as id 7 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.2.bias as id 7 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.4.weight as id 7 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.4.bias as id 7 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.5.fc.weight as id 7 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.5.fc.bias as id 7 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.0.weight as id 8 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.0.bias as id 8 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.1.weight as id 8 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.1.bias as id 8 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.gamma as id 8 +2024-03-09 08:26:55,992 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.0.weight as id 8 +2024-03-09 08:26:55,993 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.0.bias as id 8 +2024-03-09 08:26:55,993 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.1.weight as id 8 +2024-03-09 08:26:55,993 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.1.bias as id 8 +2024-03-09 08:26:55,993 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.2.weight as id 8 +2024-03-09 08:26:55,993 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.2.bias as id 8 +2024-03-09 08:26:55,993 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.4.weight as id 8 +2024-03-09 08:26:55,993 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.4.bias as id 8 +2024-03-09 08:26:55,993 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.5.fc.weight as id 8 +2024-03-09 08:26:55,993 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.5.fc.bias as id 8 +2024-03-09 08:26:55,993 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.gamma as id 8 +2024-03-09 08:26:55,993 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.0.weight as id 8 +2024-03-09 08:26:55,993 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.0.bias as id 8 +2024-03-09 08:26:55,993 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.1.weight as id 8 +2024-03-09 08:26:55,993 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.1.bias as id 8 +2024-03-09 08:26:55,993 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.2.weight as id 8 +2024-03-09 08:26:55,993 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.2.bias as id 8 +2024-03-09 08:26:55,993 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.4.weight as id 8 +2024-03-09 08:26:55,993 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.4.bias as id 8 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.5.fc.weight as id 8 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.5.fc.bias as id 8 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.gamma as id 8 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.0.weight as id 8 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.0.bias as id 8 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.1.weight as id 8 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.1.bias as id 8 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.2.weight as id 8 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.2.bias as id 8 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.4.weight as id 8 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.4.bias as id 8 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.5.fc.weight as id 8 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.5.fc.bias as id 8 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.0.weight as id 9 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.0.bias as id 9 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.1.weight as id 9 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.1.bias as id 9 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.gamma as id 9 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.0.weight as id 9 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.0.bias as id 9 +2024-03-09 08:26:55,994 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.1.weight as id 9 +2024-03-09 08:26:55,995 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.1.bias as id 9 +2024-03-09 08:26:55,995 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.2.weight as id 9 +2024-03-09 08:26:55,995 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.2.bias as id 9 +2024-03-09 08:26:55,995 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.4.weight as id 9 +2024-03-09 08:26:55,995 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.4.bias as id 9 +2024-03-09 08:26:55,995 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.5.fc.weight as id 9 +2024-03-09 08:26:55,995 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.5.fc.bias as id 9 +2024-03-09 08:26:55,995 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.gamma as id 9 +2024-03-09 08:26:55,995 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.0.weight as id 9 +2024-03-09 08:26:55,995 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.0.bias as id 9 +2024-03-09 08:26:55,995 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.1.weight as id 9 +2024-03-09 08:26:55,995 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.1.bias as id 9 +2024-03-09 08:26:55,995 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.2.weight as id 9 +2024-03-09 08:26:55,995 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.2.bias as id 9 +2024-03-09 08:26:55,995 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.4.weight as id 9 +2024-03-09 08:26:55,995 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.4.bias as id 9 +2024-03-09 08:26:55,995 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.5.fc.weight as id 9 +2024-03-09 08:26:55,995 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.5.fc.bias as id 9 +2024-03-09 08:26:55,995 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.gamma as id 9 +2024-03-09 08:26:55,995 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.0.weight as id 9 +2024-03-09 08:26:55,996 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.0.bias as id 9 +2024-03-09 08:26:55,996 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.1.weight as id 9 +2024-03-09 08:26:55,996 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.1.bias as id 9 +2024-03-09 08:26:55,996 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.2.weight as id 9 +2024-03-09 08:26:55,996 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.2.bias as id 9 +2024-03-09 08:26:55,996 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.4.weight as id 9 +2024-03-09 08:26:55,996 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.4.bias as id 9 +2024-03-09 08:26:55,996 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.5.fc.weight as id 9 +2024-03-09 08:26:55,996 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.5.fc.bias as id 9 +2024-03-09 08:26:55,996 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.0.weight as id 10 +2024-03-09 08:26:55,996 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.0.bias as id 10 +2024-03-09 08:26:55,996 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.1.weight as id 10 +2024-03-09 08:26:55,996 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.1.bias as id 10 +2024-03-09 08:26:55,996 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.gamma as id 10 +2024-03-09 08:26:55,996 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.0.weight as id 10 +2024-03-09 08:26:55,996 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.0.bias as id 10 +2024-03-09 08:26:55,996 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.1.weight as id 10 +2024-03-09 08:26:55,996 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.1.bias as id 10 +2024-03-09 08:26:55,996 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.2.weight as id 10 +2024-03-09 08:26:55,996 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.2.bias as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.4.weight as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.4.bias as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.5.fc.weight as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.5.fc.bias as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.gamma as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.0.weight as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.0.bias as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.1.weight as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.1.bias as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.2.weight as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.2.bias as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.4.weight as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.4.bias as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.5.fc.weight as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.5.fc.bias as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.gamma as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.0.weight as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.0.bias as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.1.weight as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.1.bias as id 10 +2024-03-09 08:26:55,997 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.2.weight as id 10 +2024-03-09 08:26:55,998 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.2.bias as id 10 +2024-03-09 08:26:55,998 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.4.weight as id 10 +2024-03-09 08:26:55,998 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.4.bias as id 10 +2024-03-09 08:26:55,998 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.5.fc.weight as id 10 +2024-03-09 08:26:55,998 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.5.fc.bias as id 10 +2024-03-09 08:26:55,998 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.0.weight as id 11 +2024-03-09 08:26:55,998 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.0.bias as id 11 +2024-03-09 08:26:55,998 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.1.weight as id 11 +2024-03-09 08:26:55,998 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.1.bias as id 11 +2024-03-09 08:26:55,998 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.gamma as id 11 +2024-03-09 08:26:55,998 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.0.weight as id 11 +2024-03-09 08:26:55,998 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.0.bias as id 11 +2024-03-09 08:26:55,998 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.1.weight as id 11 +2024-03-09 08:26:55,998 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.1.bias as id 11 +2024-03-09 08:26:55,998 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.2.weight as id 11 +2024-03-09 08:26:55,998 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.2.bias as id 11 +2024-03-09 08:26:55,998 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.4.weight as id 11 +2024-03-09 08:26:55,998 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.4.bias as id 11 +2024-03-09 08:26:55,999 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.5.fc.weight as id 11 +2024-03-09 08:26:55,999 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.5.fc.bias as id 11 +2024-03-09 08:26:55,999 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.gamma as id 11 +2024-03-09 08:26:55,999 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.0.weight as id 11 +2024-03-09 08:26:55,999 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.0.bias as id 11 +2024-03-09 08:26:55,999 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.1.weight as id 11 +2024-03-09 08:26:55,999 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.1.bias as id 11 +2024-03-09 08:26:55,999 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.2.weight as id 11 +2024-03-09 08:26:55,999 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.2.bias as id 11 +2024-03-09 08:26:55,999 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.4.weight as id 11 +2024-03-09 08:26:55,999 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.4.bias as id 11 +2024-03-09 08:26:55,999 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.5.fc.weight as id 11 +2024-03-09 08:26:55,999 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.5.fc.bias as id 11 +2024-03-09 08:26:55,999 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.gamma as id 11 +2024-03-09 08:26:55,999 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.0.weight as id 11 +2024-03-09 08:26:55,999 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.0.bias as id 11 +2024-03-09 08:26:55,999 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.1.weight as id 11 +2024-03-09 08:26:55,999 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.1.bias as id 11 +2024-03-09 08:26:55,999 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.2.weight as id 11 +2024-03-09 08:26:55,999 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.2.bias as id 11 +2024-03-09 08:26:56,000 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.4.weight as id 11 +2024-03-09 08:26:56,000 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.4.bias as id 11 +2024-03-09 08:26:56,000 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.5.fc.weight as id 11 +2024-03-09 08:26:56,000 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.5.fc.bias as id 11 +2024-03-09 08:26:56,000 - mmdet - INFO - set param backbone.norm_modules.0.weight as id 10 +2024-03-09 08:26:56,000 - mmdet - INFO - set param backbone.norm_modules.0.bias as id 10 +2024-03-09 08:26:56,000 - mmdet - INFO - set param backbone.norm_modules.1.weight as id 10 +2024-03-09 08:26:56,000 - mmdet - INFO - set param backbone.norm_modules.1.bias as id 10 +2024-03-09 08:26:56,000 - mmdet - INFO - set param backbone.norm_modules.2.weight as id 10 +2024-03-09 08:26:56,000 - mmdet - INFO - set param backbone.norm_modules.2.bias as id 10 +2024-03-09 08:26:56,000 - mmdet - INFO - set param backbone.norm_modules.3.weight as id 10 +2024-03-09 08:26:56,000 - mmdet - INFO - set param backbone.norm_modules.3.bias as id 10 +2024-03-09 08:26:56,000 - mmdet - INFO - set param neck.lateral_convs.0.conv.weight as id 10 +2024-03-09 08:26:56,000 - mmdet - INFO - set param neck.lateral_convs.0.bn.weight as id 10 +2024-03-09 08:26:56,000 - mmdet - INFO - set param neck.lateral_convs.0.bn.bias as id 10 +2024-03-09 08:26:56,000 - mmdet - INFO - set param neck.lateral_convs.1.conv.weight as id 10 +2024-03-09 08:26:56,000 - mmdet - INFO - set param neck.lateral_convs.1.bn.weight as id 10 +2024-03-09 08:26:56,000 - mmdet - INFO - set param neck.lateral_convs.1.bn.bias as id 10 +2024-03-09 08:26:56,000 - mmdet - INFO - set param neck.lateral_convs.2.conv.weight as id 10 +2024-03-09 08:26:56,000 - mmdet - INFO - set param neck.lateral_convs.2.bn.weight as id 10 +2024-03-09 08:26:56,000 - mmdet - INFO - set param neck.lateral_convs.2.bn.bias as id 10 +2024-03-09 08:26:56,000 - mmdet - INFO - set param neck.lateral_convs.3.conv.weight as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param neck.lateral_convs.3.bn.weight as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param neck.lateral_convs.3.bn.bias as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param neck.fpn_convs.0.conv.weight as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param neck.fpn_convs.0.bn.weight as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param neck.fpn_convs.0.bn.bias as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param neck.fpn_convs.1.conv.weight as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param neck.fpn_convs.1.bn.weight as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param neck.fpn_convs.1.bn.bias as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param neck.fpn_convs.2.conv.weight as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param neck.fpn_convs.2.bn.weight as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param neck.fpn_convs.2.bn.bias as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param neck.fpn_convs.3.conv.weight as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param neck.fpn_convs.3.bn.weight as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param neck.fpn_convs.3.bn.bias as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param rpn_head.rpn_conv.weight as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param rpn_head.rpn_conv.bias as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param rpn_head.rpn_cls.weight as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param rpn_head.rpn_cls.bias as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param rpn_head.rpn_reg.weight as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param rpn_head.rpn_reg.bias as id 10 +2024-03-09 08:26:56,001 - mmdet - INFO - set param roi_head.bbox_head.0.fc_cls.weight as id 10 +2024-03-09 08:26:56,002 - mmdet - INFO - set param roi_head.bbox_head.0.fc_cls.bias as id 10 +2024-03-09 08:26:56,002 - mmdet - INFO - set param roi_head.bbox_head.0.fc_reg.weight as id 10 +2024-03-09 08:26:56,002 - mmdet - INFO - set param roi_head.bbox_head.0.fc_reg.bias as id 10 +2024-03-09 08:26:56,002 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.0.conv.weight as id 10 +2024-03-09 08:26:56,002 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.0.bn.weight as id 10 +2024-03-09 08:26:56,002 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.0.bn.bias as id 10 +2024-03-09 08:26:56,002 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.1.conv.weight as id 10 +2024-03-09 08:26:56,002 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.1.bn.weight as id 10 +2024-03-09 08:26:56,002 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.1.bn.bias as id 10 +2024-03-09 08:26:56,002 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.2.conv.weight as id 10 +2024-03-09 08:26:56,002 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.2.bn.weight as id 10 +2024-03-09 08:26:56,002 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.2.bn.bias as id 10 +2024-03-09 08:26:56,002 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.3.conv.weight as id 10 +2024-03-09 08:26:56,002 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.3.bn.weight as id 10 +2024-03-09 08:26:56,002 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.3.bn.bias as id 10 +2024-03-09 08:26:56,002 - mmdet - INFO - set param roi_head.bbox_head.0.shared_fcs.0.weight as id 10 +2024-03-09 08:26:56,002 - mmdet - INFO - set param roi_head.bbox_head.0.shared_fcs.0.bias as id 10 +2024-03-09 08:26:56,002 - mmdet - INFO - set param roi_head.bbox_head.1.fc_cls.weight as id 10 +2024-03-09 08:26:56,002 - mmdet - INFO - set param roi_head.bbox_head.1.fc_cls.bias as id 10 +2024-03-09 08:26:56,002 - mmdet - INFO - set param roi_head.bbox_head.1.fc_reg.weight as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.1.fc_reg.bias as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.0.conv.weight as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.0.bn.weight as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.0.bn.bias as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.1.conv.weight as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.1.bn.weight as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.1.bn.bias as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.2.conv.weight as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.2.bn.weight as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.2.bn.bias as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.3.conv.weight as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.3.bn.weight as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.3.bn.bias as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.1.shared_fcs.0.weight as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.1.shared_fcs.0.bias as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.2.fc_cls.weight as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.2.fc_cls.bias as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.2.fc_reg.weight as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.2.fc_reg.bias as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.0.conv.weight as id 10 +2024-03-09 08:26:56,003 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.0.bn.weight as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.0.bn.bias as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.1.conv.weight as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.1.bn.weight as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.1.bn.bias as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.2.conv.weight as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.2.bn.weight as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.2.bn.bias as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.3.conv.weight as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.3.bn.weight as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.3.bn.bias as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.bbox_head.2.shared_fcs.0.weight as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.bbox_head.2.shared_fcs.0.bias as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.mask_head.0.convs.0.conv.weight as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.mask_head.0.convs.0.conv.bias as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.mask_head.0.convs.1.conv.weight as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.mask_head.0.convs.1.conv.bias as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.mask_head.0.convs.2.conv.weight as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.mask_head.0.convs.2.conv.bias as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.mask_head.0.convs.3.conv.weight as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.mask_head.0.convs.3.conv.bias as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.mask_head.0.upsample.weight as id 10 +2024-03-09 08:26:56,004 - mmdet - INFO - set param roi_head.mask_head.0.upsample.bias as id 10 +2024-03-09 08:26:56,005 - mmdet - INFO - set param roi_head.mask_head.0.conv_logits.weight as id 10 +2024-03-09 08:26:56,005 - mmdet - INFO - set param roi_head.mask_head.0.conv_logits.bias as id 10 +2024-03-09 08:26:56,005 - mmdet - INFO - set param roi_head.mask_head.1.convs.0.conv.weight as id 10 +2024-03-09 08:26:56,005 - mmdet - INFO - set param roi_head.mask_head.1.convs.0.conv.bias as id 10 +2024-03-09 08:26:56,005 - mmdet - INFO - set param roi_head.mask_head.1.convs.1.conv.weight as id 10 +2024-03-09 08:26:56,005 - mmdet - INFO - set param roi_head.mask_head.1.convs.1.conv.bias as id 10 +2024-03-09 08:26:56,005 - mmdet - INFO - set param roi_head.mask_head.1.convs.2.conv.weight as id 10 +2024-03-09 08:26:56,005 - mmdet - INFO - set param roi_head.mask_head.1.convs.2.conv.bias as id 10 +2024-03-09 08:26:56,005 - mmdet - INFO - set param roi_head.mask_head.1.convs.3.conv.weight as id 10 +2024-03-09 08:26:56,005 - mmdet - INFO - set param roi_head.mask_head.1.convs.3.conv.bias as id 10 +2024-03-09 08:26:56,005 - mmdet - INFO - set param roi_head.mask_head.1.upsample.weight as id 10 +2024-03-09 08:26:56,005 - mmdet - INFO - set param roi_head.mask_head.1.upsample.bias as id 10 +2024-03-09 08:26:56,005 - mmdet - INFO - set param roi_head.mask_head.1.conv_logits.weight as id 10 +2024-03-09 08:26:56,005 - mmdet - INFO - set param roi_head.mask_head.1.conv_logits.bias as id 10 +2024-03-09 08:26:56,005 - mmdet - INFO - set param roi_head.mask_head.2.convs.0.conv.weight as id 10 +2024-03-09 08:26:56,005 - mmdet - INFO - set param roi_head.mask_head.2.convs.0.conv.bias as id 10 +2024-03-09 08:26:56,005 - mmdet - INFO - set param roi_head.mask_head.2.convs.1.conv.weight as id 10 +2024-03-09 08:26:56,005 - mmdet - INFO - set param roi_head.mask_head.2.convs.1.conv.bias as id 10 +2024-03-09 08:26:56,005 - mmdet - INFO - set param roi_head.mask_head.2.convs.2.conv.weight as id 10 +2024-03-09 08:26:56,005 - mmdet - INFO - set param roi_head.mask_head.2.convs.2.conv.bias as id 10 +2024-03-09 08:26:56,006 - mmdet - INFO - set param roi_head.mask_head.2.convs.3.conv.weight as id 10 +2024-03-09 08:26:56,006 - mmdet - INFO - set param roi_head.mask_head.2.convs.3.conv.bias as id 10 +2024-03-09 08:26:56,006 - mmdet - INFO - set param roi_head.mask_head.2.upsample.weight as id 10 +2024-03-09 08:26:56,006 - mmdet - INFO - set param roi_head.mask_head.2.upsample.bias as id 10 +2024-03-09 08:26:56,006 - mmdet - INFO - set param roi_head.mask_head.2.conv_logits.weight as id 10 +2024-03-09 08:26:56,006 - mmdet - INFO - set param roi_head.mask_head.2.conv_logits.bias as id 10 +2024-03-09 08:26:56,007 - mmdet - INFO - Param groups = { + "layer_0_decay": { + "param_names": [ + "backbone.timm_model.stem.stem.0.weight" + ], + "lr_scale": 0.05764800999999997, + "lr": 4.611840799999998e-06, + "weight_decay": 0.1 + }, + "layer_0_no_decay": { + "param_names": [ + "backbone.timm_model.stem.stem.0.bias", + "backbone.timm_model.stem.stem.1.weight", + "backbone.timm_model.stem.stem.1.bias" + ], + "lr_scale": 0.05764800999999997, + "lr": 4.611840799999998e-06, + "weight_decay": 0.0 + }, + "layer_1_no_decay": { + "param_names": [ + "backbone.timm_model.dense_stages_0.0.dense_block0.gamma", + "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.0.bias", + "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.1.weight", + "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.1.bias", + "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.2.bias", + "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.4.bias", + "backbone.timm_model.dense_stages_0.0.dense_block1.gamma", + "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.0.bias", + "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.1.weight", + "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.1.bias", + "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.2.bias", + "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.4.bias", + "backbone.timm_model.dense_stages_0.0.dense_block2.gamma", + "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.0.bias", + "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.1.weight", + "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.1.bias", + "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.2.bias", + "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.4.bias" + ], + "lr_scale": 0.08235429999999996, + "lr": 6.588343999999998e-06, + "weight_decay": 0.0 + }, + "layer_1_decay": { + "param_names": [ + "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.0.weight", + "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.2.weight", + "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.4.weight", + "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.0.weight", + "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.2.weight", + "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.4.weight", + "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.0.weight", + "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.2.weight", + "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.4.weight" + ], + "lr_scale": 0.08235429999999996, + "lr": 6.588343999999998e-06, + "weight_decay": 0.1 + }, + "layer_2_no_decay": { + "param_names": [ + "backbone.timm_model.dense_stages_1.0.weight", + "backbone.timm_model.dense_stages_1.0.bias", + "backbone.timm_model.dense_stages_1.1.bias", + "backbone.timm_model.dense_stages_1.2.dense_block0.gamma", + "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.0.bias", + "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.1.weight", + "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.1.bias", + "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.2.bias", + "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.bias", + "backbone.timm_model.dense_stages_1.2.dense_block1.gamma", + "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.0.bias", + "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.1.weight", + "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.1.bias", + "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.2.bias", + "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.bias", + "backbone.timm_model.dense_stages_1.2.dense_block2.gamma", + "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.0.bias", + "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.1.weight", + "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.1.bias", + "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.2.bias", + "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.bias" + ], + "lr_scale": 0.11764899999999996, + "lr": 9.411919999999998e-06, + "weight_decay": 0.0 + }, + "layer_2_decay": { + "param_names": [ + "backbone.timm_model.dense_stages_1.1.weight", + "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.0.weight", + "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.2.weight", + "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.weight", + "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.0.weight", + "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.2.weight", + "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.weight", + "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.0.weight", + "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.2.weight", + "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.weight" + ], + "lr_scale": 0.11764899999999996, + "lr": 9.411919999999998e-06, + "weight_decay": 0.1 + }, + "layer_3_no_decay": { + "param_names": [ + "backbone.timm_model.dense_stages_2.0.weight", + "backbone.timm_model.dense_stages_2.0.bias", + "backbone.timm_model.dense_stages_2.1.bias", + "backbone.timm_model.dense_stages_2.2.dense_block0.gamma", + "backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.0.bias", + "backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.1.weight", + "backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.1.bias", + "backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.2.bias", + "backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.4.bias", + "backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.5.fc.bias", + "backbone.timm_model.dense_stages_2.2.dense_block1.gamma", + "backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.0.bias", + "backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.1.weight", + "backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.1.bias", + "backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.2.bias", + "backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.4.bias", + "backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.5.fc.bias", + "backbone.timm_model.dense_stages_2.2.dense_block2.gamma", + "backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.0.bias", + "backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.1.weight", + "backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.1.bias", + "backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.2.bias", + "backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.4.bias", + "backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.5.fc.bias" + ], + "lr_scale": 0.16806999999999994, + "lr": 1.3445599999999997e-05, + "weight_decay": 0.0 + }, + "layer_3_decay": { + "param_names": [ + "backbone.timm_model.dense_stages_2.1.weight", + "backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.0.weight", + "backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.2.weight", + "backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.4.weight", + "backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.5.fc.weight", + "backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.0.weight", + "backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.2.weight", + "backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.4.weight", + "backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.5.fc.weight", + "backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.0.weight", + "backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.2.weight", + "backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.4.weight", + "backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.5.fc.weight" + ], + "lr_scale": 0.16806999999999994, + "lr": 1.3445599999999997e-05, + "weight_decay": 0.1 + }, + "layer_4_no_decay": { + "param_names": [ + "backbone.timm_model.dense_stages_3.0.weight", + "backbone.timm_model.dense_stages_3.0.bias", + "backbone.timm_model.dense_stages_3.1.bias", + "backbone.timm_model.dense_stages_3.2.dense_block0.gamma", + 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98.2171, s2.loss_bbox: 0.0030, s2.loss_mask: 0.1667, loss: 2.4329 +2024-03-09 08:32:31,744 - mmdet - INFO - Epoch [1][200/7330] lr: 9.215e-07, eta: 5 days, 1:15:22, time: 1.507, data_time: 0.130, memory: 18750, loss_rpn_cls: 0.2833, loss_rpn_bbox: 0.0628, s0.loss_cls: 0.4081, s0.acc: 93.3743, s0.loss_bbox: 0.2321, s0.loss_mask: 0.6264, s1.loss_cls: 0.1156, s1.acc: 96.7139, s1.loss_bbox: 0.0332, s1.loss_mask: 0.3176, s2.loss_cls: 0.0373, s2.acc: 98.0535, s2.loss_bbox: 0.0039, s2.loss_mask: 0.1562, loss: 2.2763 +2024-03-09 08:33:50,268 - mmdet - INFO - Epoch [1][250/7330] lr: 1.152e-06, eta: 4 days, 23:59:13, time: 1.570, data_time: 0.184, memory: 20160, loss_rpn_cls: 0.1548, loss_rpn_bbox: 0.0586, s0.loss_cls: 0.4669, s0.acc: 92.0293, s0.loss_bbox: 0.2966, s0.loss_mask: 0.5742, s1.loss_cls: 0.1285, s1.acc: 96.1262, s1.loss_bbox: 0.0427, s1.loss_mask: 0.2919, s2.loss_cls: 0.0396, s2.acc: 97.8445, s2.loss_bbox: 0.0050, s2.loss_mask: 0.1459, loss: 2.2046 +2024-03-09 08:35:07,448 - mmdet - INFO - Epoch [1][300/7330] lr: 1.382e-06, eta: 4 days, 22:48:24, time: 1.544, data_time: 0.162, memory: 20160, loss_rpn_cls: 0.1274, loss_rpn_bbox: 0.0583, s0.loss_cls: 0.4889, s0.acc: 91.0718, s0.loss_bbox: 0.3441, s0.loss_mask: 0.5264, s1.loss_cls: 0.1352, s1.acc: 95.5830, s1.loss_bbox: 0.0511, s1.loss_mask: 0.2701, s2.loss_cls: 0.0406, s2.acc: 97.6663, s2.loss_bbox: 0.0057, s2.loss_mask: 0.1370, loss: 2.1849 +2024-03-09 08:36:25,688 - mmdet - INFO - Epoch [1][350/7330] lr: 1.613e-06, eta: 4 days, 22:10:42, time: 1.565, data_time: 0.134, memory: 20160, loss_rpn_cls: 0.1072, loss_rpn_bbox: 0.0535, s0.loss_cls: 0.4687, s0.acc: 91.2806, s0.loss_bbox: 0.3422, s0.loss_mask: 0.4828, s1.loss_cls: 0.1306, s1.acc: 95.5427, s1.loss_bbox: 0.0541, s1.loss_mask: 0.2473, s2.loss_cls: 0.0379, s2.acc: 97.7164, s2.loss_bbox: 0.0063, s2.loss_mask: 0.1259, loss: 2.0565 +2024-03-09 08:37:42,580 - mmdet - INFO - Epoch [1][400/7330] lr: 1.843e-06, eta: 4 days, 21:27:18, time: 1.538, data_time: 0.132, memory: 20160, loss_rpn_cls: 0.0996, loss_rpn_bbox: 0.0541, s0.loss_cls: 0.4461, s0.acc: 91.3077, s0.loss_bbox: 0.3444, s0.loss_mask: 0.4551, s1.loss_cls: 0.1286, s1.acc: 95.2307, s1.loss_bbox: 0.0603, s1.loss_mask: 0.2288, s2.loss_cls: 0.0375, s2.acc: 97.5245, s2.loss_bbox: 0.0073, s2.loss_mask: 0.1185, loss: 1.9803 +2024-03-09 08:39:00,726 - mmdet - INFO - Epoch [1][450/7330] lr: 2.073e-06, eta: 4 days, 21:05:33, time: 1.563, data_time: 0.165, memory: 20160, loss_rpn_cls: 0.0921, loss_rpn_bbox: 0.0500, s0.loss_cls: 0.4496, s0.acc: 91.2103, s0.loss_bbox: 0.3508, s0.loss_mask: 0.4437, s1.loss_cls: 0.1357, s1.acc: 94.7556, s1.loss_bbox: 0.0706, s1.loss_mask: 0.2196, s2.loss_cls: 0.0399, s2.acc: 97.1544, s2.loss_bbox: 0.0095, s2.loss_mask: 0.1119, loss: 1.9734 +2024-03-09 08:40:16,354 - mmdet - INFO - Epoch [1][500/7330] lr: 2.304e-06, eta: 4 days, 20:25:44, time: 1.513, data_time: 0.141, memory: 20160, loss_rpn_cls: 0.0949, loss_rpn_bbox: 0.0501, s0.loss_cls: 0.4351, s0.acc: 91.1655, s0.loss_bbox: 0.3517, s0.loss_mask: 0.4206, s1.loss_cls: 0.1400, s1.acc: 94.4446, s1.loss_bbox: 0.0778, s1.loss_mask: 0.2074, s2.loss_cls: 0.0410, s2.acc: 96.9515, s2.loss_bbox: 0.0110, s2.loss_mask: 0.1064, loss: 1.9360 +2024-03-09 08:41:31,928 - mmdet - INFO - Epoch [1][550/7330] lr: 2.534e-06, eta: 4 days, 19:52:22, time: 1.511, data_time: 0.147, memory: 20160, loss_rpn_cls: 0.0899, loss_rpn_bbox: 0.0496, s0.loss_cls: 0.4109, s0.acc: 91.3313, s0.loss_bbox: 0.3474, s0.loss_mask: 0.4148, s1.loss_cls: 0.1435, s1.acc: 94.1528, s1.loss_bbox: 0.0858, s1.loss_mask: 0.1994, s2.loss_cls: 0.0428, s2.acc: 96.5945, s2.loss_bbox: 0.0136, s2.loss_mask: 0.1013, loss: 1.8990 +2024-03-09 08:42:51,605 - mmdet - INFO - Epoch [1][600/7330] lr: 2.764e-06, eta: 4 days, 19:54:37, time: 1.594, data_time: 0.155, memory: 20160, loss_rpn_cls: 0.0902, loss_rpn_bbox: 0.0516, s0.loss_cls: 0.4010, s0.acc: 90.7845, s0.loss_bbox: 0.3631, s0.loss_mask: 0.4154, s1.loss_cls: 0.1502, s1.acc: 93.3614, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1998, s2.loss_cls: 0.0478, s2.acc: 95.9057, s2.loss_bbox: 0.0180, s2.loss_mask: 0.0995, loss: 1.9378 +2024-03-09 08:44:11,629 - mmdet - INFO - Epoch [1][650/7330] lr: 2.995e-06, eta: 4 days, 19:58:34, time: 1.601, data_time: 0.127, memory: 20160, loss_rpn_cls: 0.0781, loss_rpn_bbox: 0.0472, s0.loss_cls: 0.3817, s0.acc: 91.1276, s0.loss_bbox: 0.3468, s0.loss_mask: 0.3932, s1.loss_cls: 0.1451, s1.acc: 93.3783, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1888, s2.loss_cls: 0.0471, s2.acc: 95.8579, s2.loss_bbox: 0.0199, s2.loss_mask: 0.0936, loss: 1.8457 +2024-03-09 08:45:26,284 - mmdet - INFO - Epoch [1][700/7330] lr: 3.225e-06, eta: 4 days, 19:28:05, time: 1.493, data_time: 0.140, memory: 20160, loss_rpn_cls: 0.0861, loss_rpn_bbox: 0.0481, s0.loss_cls: 0.3670, s0.acc: 91.0393, s0.loss_bbox: 0.3525, s0.loss_mask: 0.3904, s1.loss_cls: 0.1486, s1.acc: 92.7379, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1849, s2.loss_cls: 0.0503, s2.acc: 95.2323, s2.loss_bbox: 0.0236, s2.loss_mask: 0.0915, loss: 1.8566 +2024-03-09 08:46:42,036 - mmdet - INFO - Epoch [1][750/7330] lr: 3.455e-06, eta: 4 days, 19:07:56, time: 1.515, data_time: 0.168, memory: 20160, loss_rpn_cls: 0.0754, loss_rpn_bbox: 0.0476, s0.loss_cls: 0.3462, s0.acc: 91.5117, s0.loss_bbox: 0.3301, s0.loss_mask: 0.3807, s1.loss_cls: 0.1447, s1.acc: 92.8084, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1773, s2.loss_cls: 0.0503, s2.acc: 95.0546, s2.loss_bbox: 0.0253, s2.loss_mask: 0.0870, loss: 1.7796 +2024-03-09 08:47:57,145 - mmdet - INFO - Epoch [1][800/7330] lr: 3.686e-06, eta: 4 days, 18:46:35, time: 1.502, data_time: 0.131, memory: 20160, loss_rpn_cls: 0.0732, loss_rpn_bbox: 0.0446, s0.loss_cls: 0.3224, s0.acc: 91.5136, s0.loss_bbox: 0.3293, s0.loss_mask: 0.3771, s1.loss_cls: 0.1383, s1.acc: 92.6070, s1.loss_bbox: 0.1211, s1.loss_mask: 0.1751, s2.loss_cls: 0.0502, s2.acc: 94.6756, s2.loss_bbox: 0.0296, s2.loss_mask: 0.0839, loss: 1.7449 +2024-03-09 08:49:11,118 - mmdet - INFO - Epoch [1][850/7330] lr: 3.916e-06, eta: 4 days, 18:21:47, time: 1.479, data_time: 0.120, memory: 20160, loss_rpn_cls: 0.0802, loss_rpn_bbox: 0.0480, s0.loss_cls: 0.3155, s0.acc: 91.6521, s0.loss_bbox: 0.3308, s0.loss_mask: 0.3782, s1.loss_cls: 0.1371, s1.acc: 92.5819, s1.loss_bbox: 0.1245, s1.loss_mask: 0.1744, s2.loss_cls: 0.0508, s2.acc: 94.5099, s2.loss_bbox: 0.0310, s2.loss_mask: 0.0838, loss: 1.7541 +2024-03-09 08:50:30,933 - mmdet - INFO - Epoch [1][900/7330] lr: 4.147e-06, eta: 4 days, 18:28:02, time: 1.596, data_time: 0.189, memory: 20160, loss_rpn_cls: 0.0738, loss_rpn_bbox: 0.0449, s0.loss_cls: 0.2797, s0.acc: 92.4950, s0.loss_bbox: 0.2882, s0.loss_mask: 0.3703, s1.loss_cls: 0.1244, s1.acc: 93.0421, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1701, s2.loss_cls: 0.0475, s2.acc: 94.6657, s2.loss_bbox: 0.0312, s2.loss_mask: 0.0805, loss: 1.6252 +2024-03-09 08:51:48,058 - mmdet - INFO - Epoch [1][950/7330] lr: 4.377e-06, eta: 4 days, 18:21:05, time: 1.543, data_time: 0.166, memory: 20160, loss_rpn_cls: 0.0750, loss_rpn_bbox: 0.0434, s0.loss_cls: 0.2764, s0.acc: 92.3947, s0.loss_bbox: 0.2918, s0.loss_mask: 0.3537, s1.loss_cls: 0.1242, s1.acc: 93.0084, s1.loss_bbox: 0.1204, s1.loss_mask: 0.1614, s2.loss_cls: 0.0489, s2.acc: 94.4068, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0766, loss: 1.6067 +2024-03-09 08:53:02,964 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-09 08:53:02,964 - mmdet - INFO - Epoch [1][1000/7330] lr: 4.607e-06, eta: 4 days, 18:04:59, time: 1.498, data_time: 0.153, memory: 20160, loss_rpn_cls: 0.0712, loss_rpn_bbox: 0.0442, s0.loss_cls: 0.2704, s0.acc: 92.4690, s0.loss_bbox: 0.2875, s0.loss_mask: 0.3718, s1.loss_cls: 0.1228, s1.acc: 92.9177, s1.loss_bbox: 0.1182, s1.loss_mask: 0.1684, s2.loss_cls: 0.0491, s2.acc: 94.2141, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0795, loss: 1.6183 +2024-03-09 08:54:23,518 - mmdet - INFO - Epoch [1][1050/7330] lr: 4.612e-06, eta: 4 days, 18:13:51, time: 1.611, data_time: 0.165, memory: 20160, loss_rpn_cls: 0.0767, loss_rpn_bbox: 0.0448, s0.loss_cls: 0.2885, s0.acc: 91.9810, s0.loss_bbox: 0.3021, s0.loss_mask: 0.3516, s1.loss_cls: 0.1336, s1.acc: 92.3037, s1.loss_bbox: 0.1257, s1.loss_mask: 0.1587, s2.loss_cls: 0.0533, s2.acc: 93.7680, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0737, loss: 1.6477 +2024-03-09 08:55:43,382 - mmdet - INFO - Epoch [1][1100/7330] lr: 4.612e-06, eta: 4 days, 18:19:02, time: 1.597, data_time: 0.153, memory: 20160, loss_rpn_cls: 0.0688, loss_rpn_bbox: 0.0441, s0.loss_cls: 0.2490, s0.acc: 93.0915, s0.loss_bbox: 0.2648, s0.loss_mask: 0.3383, s1.loss_cls: 0.1151, s1.acc: 93.3949, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1543, s2.loss_cls: 0.0480, s2.acc: 94.3545, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0716, loss: 1.5010 +2024-03-09 08:56:59,812 - mmdet - INFO - Epoch [1][1150/7330] lr: 4.612e-06, eta: 4 days, 18:10:35, time: 1.529, data_time: 0.166, memory: 20160, loss_rpn_cls: 0.0717, loss_rpn_bbox: 0.0426, s0.loss_cls: 0.2556, s0.acc: 92.6022, s0.loss_bbox: 0.2851, s0.loss_mask: 0.3363, s1.loss_cls: 0.1191, s1.acc: 92.8357, s1.loss_bbox: 0.1260, s1.loss_mask: 0.1540, s2.loss_cls: 0.0517, s2.acc: 93.6555, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0717, loss: 1.5564 +2024-03-09 08:58:16,939 - mmdet - INFO - Epoch [1][1200/7330] lr: 4.612e-06, eta: 4 days, 18:05:17, time: 1.543, data_time: 0.121, memory: 20160, loss_rpn_cls: 0.0701, loss_rpn_bbox: 0.0450, s0.loss_cls: 0.2606, s0.acc: 92.6262, s0.loss_bbox: 0.2846, s0.loss_mask: 0.3439, s1.loss_cls: 0.1213, s1.acc: 92.8169, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1571, s2.loss_cls: 0.0516, s2.acc: 93.7349, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0728, loss: 1.5720 +2024-03-09 08:59:34,536 - mmdet - INFO - Epoch [1][1250/7330] lr: 4.612e-06, eta: 4 days, 18:01:57, time: 1.552, data_time: 0.134, memory: 20160, loss_rpn_cls: 0.0713, loss_rpn_bbox: 0.0444, s0.loss_cls: 0.2476, s0.acc: 92.8353, s0.loss_bbox: 0.2743, s0.loss_mask: 0.3306, s1.loss_cls: 0.1170, s1.acc: 92.9845, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1493, s2.loss_cls: 0.0512, s2.acc: 93.7050, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0691, loss: 1.5208 +2024-03-09 09:00:56,044 - mmdet - INFO - Epoch [1][1300/7330] lr: 4.612e-06, eta: 4 days, 18:11:55, time: 1.630, data_time: 0.164, memory: 20160, loss_rpn_cls: 0.0652, loss_rpn_bbox: 0.0418, s0.loss_cls: 0.2380, s0.acc: 93.0152, s0.loss_bbox: 0.2693, s0.loss_mask: 0.3246, s1.loss_cls: 0.1117, s1.acc: 93.1719, s1.loss_bbox: 0.1182, s1.loss_mask: 0.1489, s2.loss_cls: 0.0485, s2.acc: 93.8391, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0690, loss: 1.4777 +2024-03-09 09:02:19,122 - mmdet - INFO - Epoch [1][1350/7330] lr: 4.612e-06, eta: 4 days, 18:26:09, time: 1.662, data_time: 0.219, memory: 20160, loss_rpn_cls: 0.0671, loss_rpn_bbox: 0.0430, s0.loss_cls: 0.2460, s0.acc: 92.7823, s0.loss_bbox: 0.2774, s0.loss_mask: 0.3295, s1.loss_cls: 0.1181, s1.acc: 92.6936, s1.loss_bbox: 0.1231, s1.loss_mask: 0.1509, s2.loss_cls: 0.0526, s2.acc: 93.4805, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0693, loss: 1.5215 +2024-03-09 09:03:34,092 - mmdet - INFO - Epoch [1][1400/7330] lr: 4.612e-06, eta: 4 days, 18:13:56, time: 1.499, data_time: 0.144, memory: 20160, loss_rpn_cls: 0.0660, loss_rpn_bbox: 0.0417, s0.loss_cls: 0.2513, s0.acc: 92.7411, s0.loss_bbox: 0.2800, s0.loss_mask: 0.3395, s1.loss_cls: 0.1198, s1.acc: 92.7239, s1.loss_bbox: 0.1244, s1.loss_mask: 0.1549, s2.loss_cls: 0.0524, s2.acc: 93.3965, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0712, loss: 1.5465 +2024-03-09 09:04:50,601 - mmdet - INFO - Epoch [1][1450/7330] lr: 4.612e-06, eta: 4 days, 18:07:07, time: 1.530, data_time: 0.158, memory: 20160, loss_rpn_cls: 0.0679, loss_rpn_bbox: 0.0421, s0.loss_cls: 0.2352, s0.acc: 93.0057, s0.loss_bbox: 0.2707, s0.loss_mask: 0.3294, s1.loss_cls: 0.1119, s1.acc: 93.0261, s1.loss_bbox: 0.1199, s1.loss_mask: 0.1502, s2.loss_cls: 0.0496, s2.acc: 93.6463, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0693, loss: 1.4901 +2024-03-09 09:06:10,641 - mmdet - INFO - Epoch [1][1500/7330] lr: 4.612e-06, eta: 4 days, 18:10:58, time: 1.601, data_time: 0.145, memory: 20160, loss_rpn_cls: 0.0627, loss_rpn_bbox: 0.0418, s0.loss_cls: 0.2295, s0.acc: 93.2347, s0.loss_bbox: 0.2634, s0.loss_mask: 0.3298, s1.loss_cls: 0.1087, s1.acc: 93.3432, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1507, s2.loss_cls: 0.0491, s2.acc: 93.7023, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0691, loss: 1.4659 +2024-03-09 09:07:27,766 - mmdet - INFO - Epoch [1][1550/7330] lr: 4.612e-06, eta: 4 days, 18:06:15, time: 1.543, data_time: 0.135, memory: 20160, loss_rpn_cls: 0.0599, loss_rpn_bbox: 0.0402, s0.loss_cls: 0.2167, s0.acc: 93.5626, s0.loss_bbox: 0.2520, s0.loss_mask: 0.3271, s1.loss_cls: 0.1045, s1.acc: 93.5328, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1493, s2.loss_cls: 0.0479, s2.acc: 93.8518, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0685, loss: 1.4233 +2024-03-09 09:08:44,168 - mmdet - INFO - Epoch [1][1600/7330] lr: 4.612e-06, eta: 4 days, 17:59:46, time: 1.528, data_time: 0.155, memory: 20160, loss_rpn_cls: 0.0654, loss_rpn_bbox: 0.0433, s0.loss_cls: 0.2335, s0.acc: 93.0647, s0.loss_bbox: 0.2655, s0.loss_mask: 0.3150, s1.loss_cls: 0.1089, s1.acc: 93.2530, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1455, s2.loss_cls: 0.0494, s2.acc: 93.6919, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0677, loss: 1.4560 +2024-03-09 09:10:01,918 - mmdet - INFO - Epoch [1][1650/7330] lr: 4.612e-06, eta: 4 days, 17:57:11, time: 1.555, data_time: 0.178, memory: 20160, loss_rpn_cls: 0.0630, loss_rpn_bbox: 0.0407, s0.loss_cls: 0.2059, s0.acc: 93.7536, s0.loss_bbox: 0.2439, s0.loss_mask: 0.3206, s1.loss_cls: 0.0982, s1.acc: 93.7635, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1459, s2.loss_cls: 0.0446, s2.acc: 94.2110, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0673, loss: 1.3818 +2024-03-09 09:11:23,267 - mmdet - INFO - Epoch [1][1700/7330] lr: 4.612e-06, eta: 4 days, 18:03:55, time: 1.627, data_time: 0.137, memory: 20160, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0436, s0.loss_cls: 0.2218, s0.acc: 93.2919, s0.loss_bbox: 0.2552, s0.loss_mask: 0.3159, s1.loss_cls: 0.1086, s1.acc: 93.1644, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1439, s2.loss_cls: 0.0496, s2.acc: 93.5387, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0660, loss: 1.4231 +2024-03-09 09:12:37,937 - mmdet - INFO - Epoch [1][1750/7330] lr: 4.612e-06, eta: 4 days, 17:53:31, time: 1.493, data_time: 0.137, memory: 20160, loss_rpn_cls: 0.0603, loss_rpn_bbox: 0.0385, s0.loss_cls: 0.2179, s0.acc: 93.4173, s0.loss_bbox: 0.2502, s0.loss_mask: 0.3238, s1.loss_cls: 0.1088, s1.acc: 93.1714, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1486, s2.loss_cls: 0.0504, s2.acc: 93.4649, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0684, loss: 1.4264 +2024-03-09 09:13:55,733 - mmdet - INFO - Epoch [1][1800/7330] lr: 4.612e-06, eta: 4 days, 17:51:13, time: 1.556, data_time: 0.114, memory: 20160, loss_rpn_cls: 0.0601, loss_rpn_bbox: 0.0406, s0.loss_cls: 0.2271, s0.acc: 93.1158, s0.loss_bbox: 0.2611, s0.loss_mask: 0.3168, s1.loss_cls: 0.1083, s1.acc: 93.2090, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1441, s2.loss_cls: 0.0496, s2.acc: 93.5012, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0662, loss: 1.4346 +2024-03-09 09:15:14,484 - mmdet - INFO - Epoch [1][1850/7330] lr: 4.612e-06, eta: 4 days, 17:51:13, time: 1.575, data_time: 0.178, memory: 20160, loss_rpn_cls: 0.0614, loss_rpn_bbox: 0.0416, s0.loss_cls: 0.2310, s0.acc: 93.0107, s0.loss_bbox: 0.2694, s0.loss_mask: 0.3129, s1.loss_cls: 0.1117, s1.acc: 92.9041, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1442, s2.loss_cls: 0.0507, s2.acc: 93.2990, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0668, loss: 1.4524 +2024-03-09 09:16:33,984 - mmdet - INFO - Epoch [1][1900/7330] lr: 4.612e-06, eta: 4 days, 17:52:53, time: 1.590, data_time: 0.173, memory: 20160, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0393, s0.loss_cls: 0.2147, s0.acc: 93.4372, s0.loss_bbox: 0.2586, s0.loss_mask: 0.3204, s1.loss_cls: 0.1019, s1.acc: 93.5078, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1458, s2.loss_cls: 0.0471, s2.acc: 93.7837, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0670, loss: 1.4069 +2024-03-09 09:17:54,114 - mmdet - INFO - Epoch [1][1950/7330] lr: 4.612e-06, eta: 4 days, 17:55:45, time: 1.602, data_time: 0.157, memory: 20160, loss_rpn_cls: 0.0604, loss_rpn_bbox: 0.0393, s0.loss_cls: 0.2123, s0.acc: 93.4454, s0.loss_bbox: 0.2551, s0.loss_mask: 0.3190, s1.loss_cls: 0.1026, s1.acc: 93.5245, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1447, s2.loss_cls: 0.0466, s2.acc: 93.9207, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0656, loss: 1.4017 +2024-03-09 09:19:13,647 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-09 09:19:13,647 - mmdet - INFO - Epoch [1][2000/7330] lr: 4.612e-06, eta: 4 days, 17:57:11, time: 1.591, data_time: 0.150, memory: 20160, loss_rpn_cls: 0.0628, loss_rpn_bbox: 0.0412, s0.loss_cls: 0.2125, s0.acc: 93.4084, s0.loss_bbox: 0.2655, s0.loss_mask: 0.3187, s1.loss_cls: 0.1009, s1.acc: 93.5110, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1458, s2.loss_cls: 0.0460, s2.acc: 93.7931, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0672, loss: 1.4217 +2024-03-09 09:20:30,925 - mmdet - INFO - Epoch [1][2050/7330] lr: 4.612e-06, eta: 4 days, 17:53:39, time: 1.546, data_time: 0.120, memory: 20160, loss_rpn_cls: 0.0612, loss_rpn_bbox: 0.0394, s0.loss_cls: 0.2155, s0.acc: 93.4602, s0.loss_bbox: 0.2486, s0.loss_mask: 0.3026, s1.loss_cls: 0.1023, s1.acc: 93.5926, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1390, s2.loss_cls: 0.0479, s2.acc: 93.8971, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0647, loss: 1.3768 +2024-03-09 09:21:52,471 - mmdet - INFO - Epoch [1][2100/7330] lr: 4.612e-06, eta: 4 days, 17:59:06, time: 1.631, data_time: 0.194, memory: 20160, loss_rpn_cls: 0.0617, loss_rpn_bbox: 0.0423, s0.loss_cls: 0.2210, s0.acc: 93.1969, s0.loss_bbox: 0.2620, s0.loss_mask: 0.3132, s1.loss_cls: 0.1061, s1.acc: 93.2329, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1422, s2.loss_cls: 0.0486, s2.acc: 93.5551, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0649, loss: 1.4212 +2024-03-09 09:23:14,514 - mmdet - INFO - Epoch [1][2150/7330] lr: 4.612e-06, eta: 4 days, 18:05:14, time: 1.641, data_time: 0.165, memory: 20160, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0384, s0.loss_cls: 0.2064, s0.acc: 93.7622, s0.loss_bbox: 0.2405, s0.loss_mask: 0.3037, s1.loss_cls: 0.0992, s1.acc: 93.7409, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1400, s2.loss_cls: 0.0460, s2.acc: 93.9511, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0641, loss: 1.3443 +2024-03-09 09:24:34,447 - mmdet - INFO - Epoch [1][2200/7330] lr: 4.612e-06, eta: 4 days, 18:06:50, time: 1.599, data_time: 0.148, memory: 20160, loss_rpn_cls: 0.0611, loss_rpn_bbox: 0.0396, s0.loss_cls: 0.2081, s0.acc: 93.7329, s0.loss_bbox: 0.2575, s0.loss_mask: 0.3063, s1.loss_cls: 0.0971, s1.acc: 93.8825, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1406, s2.loss_cls: 0.0459, s2.acc: 93.9998, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0646, loss: 1.3763 +2024-03-09 09:25:51,369 - mmdet - INFO - Epoch [1][2250/7330] lr: 4.612e-06, eta: 4 days, 18:02:29, time: 1.538, data_time: 0.168, memory: 20160, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.1913, s0.acc: 94.0859, s0.loss_bbox: 0.2374, s0.loss_mask: 0.3073, s1.loss_cls: 0.0925, s1.acc: 94.0395, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1423, s2.loss_cls: 0.0430, s2.acc: 94.2084, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0658, loss: 1.3166 +2024-03-09 09:27:14,182 - mmdet - INFO - Epoch [1][2300/7330] lr: 4.612e-06, eta: 4 days, 18:09:25, time: 1.656, data_time: 0.150, memory: 20160, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.2138, s0.acc: 93.4622, s0.loss_bbox: 0.2582, s0.loss_mask: 0.3094, s1.loss_cls: 0.1011, s1.acc: 93.6433, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1409, s2.loss_cls: 0.0465, s2.acc: 93.9292, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0645, loss: 1.3858 +2024-03-09 09:28:36,603 - mmdet - INFO - Epoch [1][2350/7330] lr: 4.612e-06, eta: 4 days, 18:15:15, time: 1.648, data_time: 0.187, memory: 20160, loss_rpn_cls: 0.0593, loss_rpn_bbox: 0.0386, s0.loss_cls: 0.2029, s0.acc: 93.8567, s0.loss_bbox: 0.2413, s0.loss_mask: 0.3106, s1.loss_cls: 0.0958, s1.acc: 93.9601, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1421, s2.loss_cls: 0.0438, s2.acc: 94.3706, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0648, loss: 1.3432 +2024-03-09 09:29:54,996 - mmdet - INFO - Epoch [1][2400/7330] lr: 4.612e-06, eta: 4 days, 18:13:32, time: 1.568, data_time: 0.158, memory: 20802, loss_rpn_cls: 0.0607, loss_rpn_bbox: 0.0414, s0.loss_cls: 0.2022, s0.acc: 93.7620, s0.loss_bbox: 0.2453, s0.loss_mask: 0.3086, s1.loss_cls: 0.0962, s1.acc: 93.8987, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1417, s2.loss_cls: 0.0447, s2.acc: 94.1443, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0651, loss: 1.3524 +2024-03-09 09:31:23,631 - mmdet - INFO - Epoch [1][2450/7330] lr: 4.612e-06, eta: 4 days, 18:30:00, time: 1.773, data_time: 0.201, memory: 21714, loss_rpn_cls: 0.0657, loss_rpn_bbox: 0.0396, s0.loss_cls: 0.1968, s0.acc: 93.9582, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2987, s1.loss_cls: 0.0939, s1.acc: 93.9935, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1390, s2.loss_cls: 0.0439, s2.acc: 94.1626, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0641, loss: 1.3378 +2024-03-09 09:32:36,001 - mmdet - INFO - Epoch [1][2500/7330] lr: 4.612e-06, eta: 4 days, 18:17:24, time: 1.447, data_time: 0.128, memory: 21714, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.1958, s0.acc: 93.9978, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2930, s1.loss_cls: 0.0930, s1.acc: 94.1260, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1343, s2.loss_cls: 0.0437, s2.acc: 94.2454, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0618, loss: 1.2928 +2024-03-09 09:33:57,119 - mmdet - INFO - Epoch [1][2550/7330] lr: 4.612e-06, eta: 4 days, 18:20:14, time: 1.623, data_time: 0.141, memory: 21714, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.1987, s0.acc: 93.7776, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2997, s1.loss_cls: 0.0951, s1.acc: 93.8746, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1384, s2.loss_cls: 0.0442, s2.acc: 94.0704, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0630, loss: 1.3259 +2024-03-09 09:35:16,206 - mmdet - INFO - Epoch [1][2600/7330] lr: 4.612e-06, eta: 4 days, 18:19:29, time: 1.582, data_time: 0.153, memory: 21714, loss_rpn_cls: 0.0629, loss_rpn_bbox: 0.0391, s0.loss_cls: 0.2133, s0.acc: 93.4387, s0.loss_bbox: 0.2571, s0.loss_mask: 0.3074, s1.loss_cls: 0.0997, s1.acc: 93.5871, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1413, s2.loss_cls: 0.0471, s2.acc: 93.7602, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0646, loss: 1.3863 +2024-03-09 09:36:33,561 - mmdet - INFO - Epoch [1][2650/7330] lr: 4.612e-06, eta: 4 days, 18:15:51, time: 1.547, data_time: 0.141, memory: 21714, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.1872, s0.acc: 94.2039, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2970, s1.loss_cls: 0.0889, s1.acc: 94.2416, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1377, s2.loss_cls: 0.0417, s2.acc: 94.3150, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0641, loss: 1.2936 +2024-03-09 09:37:57,014 - mmdet - INFO - Epoch [1][2700/7330] lr: 4.612e-06, eta: 4 days, 18:22:09, time: 1.669, data_time: 0.165, memory: 21714, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.2030, s0.acc: 93.7368, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2968, s1.loss_cls: 0.0957, s1.acc: 93.8912, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1380, s2.loss_cls: 0.0456, s2.acc: 93.9623, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0639, loss: 1.3411 +2024-03-09 09:39:12,828 - mmdet - INFO - Epoch [1][2750/7330] lr: 4.612e-06, eta: 4 days, 18:16:05, time: 1.516, data_time: 0.150, memory: 21714, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.1996, s0.acc: 93.8604, s0.loss_bbox: 0.2446, s0.loss_mask: 0.3009, s1.loss_cls: 0.0941, s1.acc: 94.0320, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1410, s2.loss_cls: 0.0445, s2.acc: 94.0674, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0646, loss: 1.3328 +2024-03-09 09:40:30,282 - mmdet - INFO - Epoch [1][2800/7330] lr: 4.612e-06, eta: 4 days, 18:12:44, time: 1.549, data_time: 0.157, memory: 21714, loss_rpn_cls: 0.0568, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.1980, s0.acc: 93.8281, s0.loss_bbox: 0.2390, s0.loss_mask: 0.3006, s1.loss_cls: 0.0954, s1.acc: 93.8814, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1385, s2.loss_cls: 0.0448, s2.acc: 94.0403, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0633, loss: 1.3182 +2024-03-09 09:41:51,461 - mmdet - INFO - Epoch [1][2850/7330] lr: 4.612e-06, eta: 4 days, 18:15:08, time: 1.624, data_time: 0.190, memory: 21714, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.1868, s0.acc: 94.1819, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2947, s1.loss_cls: 0.0885, s1.acc: 94.3268, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1366, s2.loss_cls: 0.0424, s2.acc: 94.3315, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0631, loss: 1.2851 +2024-03-09 09:43:09,171 - mmdet - INFO - Epoch [1][2900/7330] lr: 4.612e-06, eta: 4 days, 18:12:12, time: 1.554, data_time: 0.141, memory: 21714, loss_rpn_cls: 0.0595, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.1977, s0.acc: 93.9243, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2944, s1.loss_cls: 0.0926, s1.acc: 94.1308, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1364, s2.loss_cls: 0.0434, s2.acc: 94.3125, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0632, loss: 1.3196 +2024-03-09 09:44:25,740 - mmdet - INFO - Epoch [1][2950/7330] lr: 4.612e-06, eta: 4 days, 18:07:39, time: 1.531, data_time: 0.148, memory: 21714, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0393, s0.loss_cls: 0.1869, s0.acc: 94.1667, s0.loss_bbox: 0.2340, s0.loss_mask: 0.3038, s1.loss_cls: 0.0908, s1.acc: 94.1786, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1426, s2.loss_cls: 0.0429, s2.acc: 94.3301, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0661, loss: 1.3083 +2024-03-09 09:45:42,953 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-09 09:45:42,953 - mmdet - INFO - Epoch [1][3000/7330] lr: 4.612e-06, eta: 4 days, 18:04:08, time: 1.544, data_time: 0.184, memory: 21714, loss_rpn_cls: 0.0570, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.1916, s0.acc: 94.0410, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2942, s1.loss_cls: 0.0903, s1.acc: 94.1943, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1360, s2.loss_cls: 0.0423, s2.acc: 94.2673, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0627, loss: 1.2838 +2024-03-09 09:46:59,224 - mmdet - INFO - Epoch [1][3050/7330] lr: 4.612e-06, eta: 4 days, 17:59:22, time: 1.525, data_time: 0.159, memory: 21714, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.1909, s0.acc: 94.0237, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2974, s1.loss_cls: 0.0907, s1.acc: 94.1291, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1383, s2.loss_cls: 0.0429, s2.acc: 94.2219, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0646, loss: 1.2918 +2024-03-09 09:48:12,798 - mmdet - INFO - Epoch [1][3100/7330] lr: 4.612e-06, eta: 4 days, 17:50:55, time: 1.471, data_time: 0.124, memory: 21714, loss_rpn_cls: 0.0526, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.1819, s0.acc: 94.4507, s0.loss_bbox: 0.2252, s0.loss_mask: 0.3026, s1.loss_cls: 0.0865, s1.acc: 94.4774, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1385, s2.loss_cls: 0.0408, s2.acc: 94.5461, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0645, loss: 1.2640 +2024-03-09 09:49:30,349 - mmdet - INFO - Epoch [1][3150/7330] lr: 4.612e-06, eta: 4 days, 17:48:11, time: 1.551, data_time: 0.172, memory: 21714, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.1748, s0.acc: 94.5557, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2939, s1.loss_cls: 0.0820, s1.acc: 94.7630, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1353, s2.loss_cls: 0.0395, s2.acc: 94.7539, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0624, loss: 1.2331 +2024-03-09 09:50:47,218 - mmdet - INFO - Epoch [1][3200/7330] lr: 4.612e-06, eta: 4 days, 17:44:34, time: 1.537, data_time: 0.159, memory: 21714, loss_rpn_cls: 0.0571, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.1920, s0.acc: 94.1272, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2987, s1.loss_cls: 0.0907, s1.acc: 94.3177, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1396, s2.loss_cls: 0.0428, s2.acc: 94.3529, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0646, loss: 1.2949 +2024-03-09 09:52:08,342 - mmdet - INFO - Epoch [1][3250/7330] lr: 4.612e-06, eta: 4 days, 17:46:42, time: 1.622, data_time: 0.159, memory: 21714, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.1946, s0.acc: 94.0706, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2944, s1.loss_cls: 0.0905, s1.acc: 94.2747, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1350, s2.loss_cls: 0.0426, s2.acc: 94.3227, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0625, loss: 1.2942 +2024-03-09 09:53:30,571 - mmdet - INFO - Epoch [1][3300/7330] lr: 4.612e-06, eta: 4 days, 17:50:12, time: 1.645, data_time: 0.161, memory: 21714, loss_rpn_cls: 0.0593, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.2057, s0.acc: 93.7546, s0.loss_bbox: 0.2490, s0.loss_mask: 0.3006, s1.loss_cls: 0.0965, s1.acc: 93.8955, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1394, s2.loss_cls: 0.0455, s2.acc: 94.0185, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0644, loss: 1.3472 +2024-03-09 09:54:45,078 - mmdet - INFO - Epoch [1][3350/7330] lr: 4.612e-06, eta: 4 days, 17:43:32, time: 1.490, data_time: 0.127, memory: 21714, loss_rpn_cls: 0.0583, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.2092, s0.acc: 93.6191, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2897, s1.loss_cls: 0.0982, s1.acc: 93.7809, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1352, s2.loss_cls: 0.0465, s2.acc: 93.9967, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0628, loss: 1.3444 +2024-03-09 09:56:03,355 - mmdet - INFO - Epoch [1][3400/7330] lr: 4.612e-06, eta: 4 days, 17:41:51, time: 1.565, data_time: 0.157, memory: 21714, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.1802, s0.acc: 94.3467, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2946, s1.loss_cls: 0.0844, s1.acc: 94.4903, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1357, s2.loss_cls: 0.0399, s2.acc: 94.5451, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0625, loss: 1.2535 +2024-03-09 09:57:21,497 - mmdet - INFO - Epoch [1][3450/7330] lr: 4.612e-06, eta: 4 days, 17:39:59, time: 1.562, data_time: 0.108, memory: 21714, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.1803, s0.acc: 94.3721, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2882, s1.loss_cls: 0.0863, s1.acc: 94.4157, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1349, s2.loss_cls: 0.0414, s2.acc: 94.4185, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0623, loss: 1.2582 +2024-03-09 09:58:40,557 - mmdet - INFO - Epoch [1][3500/7330] lr: 4.612e-06, eta: 4 days, 17:39:18, time: 1.582, data_time: 0.164, memory: 21714, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.1935, s0.acc: 93.9099, s0.loss_bbox: 0.2428, s0.loss_mask: 0.3020, s1.loss_cls: 0.0925, s1.acc: 93.9970, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1400, s2.loss_cls: 0.0438, s2.acc: 94.0880, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0648, loss: 1.3185 +2024-03-09 09:59:57,605 - mmdet - INFO - Epoch [1][3550/7330] lr: 4.612e-06, eta: 4 days, 17:36:08, time: 1.541, data_time: 0.130, memory: 21714, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.1857, s0.acc: 94.2522, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2817, s1.loss_cls: 0.0893, s1.acc: 94.2662, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1305, s2.loss_cls: 0.0428, s2.acc: 94.2356, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0606, loss: 1.2588 +2024-03-09 10:01:17,720 - mmdet - INFO - Epoch [1][3600/7330] lr: 4.612e-06, eta: 4 days, 17:36:43, time: 1.602, data_time: 0.171, memory: 21714, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0395, s0.loss_cls: 0.1971, s0.acc: 93.9802, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2944, s1.loss_cls: 0.0928, s1.acc: 94.1748, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1353, s2.loss_cls: 0.0437, s2.acc: 94.3026, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0623, loss: 1.3064 +2024-03-09 10:02:33,578 - mmdet - INFO - Epoch [1][3650/7330] lr: 4.612e-06, eta: 4 days, 17:32:11, time: 1.517, data_time: 0.138, memory: 21714, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.1796, s0.acc: 94.2896, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2942, s1.loss_cls: 0.0858, s1.acc: 94.4546, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1371, s2.loss_cls: 0.0409, s2.acc: 94.4711, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0636, loss: 1.2664 +2024-03-09 10:03:48,154 - mmdet - INFO - Epoch [1][3700/7330] lr: 4.612e-06, eta: 4 days, 17:26:14, time: 1.492, data_time: 0.162, memory: 21714, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.1861, s0.acc: 94.1240, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2867, s1.loss_cls: 0.0872, s1.acc: 94.3466, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1331, s2.loss_cls: 0.0413, s2.acc: 94.4211, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0617, loss: 1.2673 +2024-03-09 10:05:13,020 - mmdet - INFO - Epoch [1][3750/7330] lr: 4.612e-06, eta: 4 days, 17:32:19, time: 1.697, data_time: 0.147, memory: 21714, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.1988, s0.acc: 93.8528, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2855, s1.loss_cls: 0.0920, s1.acc: 94.0550, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1328, s2.loss_cls: 0.0435, s2.acc: 94.1374, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0615, loss: 1.2963 +2024-03-09 10:06:29,738 - mmdet - INFO - Epoch [1][3800/7330] lr: 4.612e-06, eta: 4 days, 17:28:54, time: 1.534, data_time: 0.134, memory: 21714, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.1835, s0.acc: 94.1765, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2869, s1.loss_cls: 0.0884, s1.acc: 94.2334, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1328, s2.loss_cls: 0.0424, s2.acc: 94.1820, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0613, loss: 1.2652 +2024-03-09 10:07:49,929 - mmdet - INFO - Epoch [1][3850/7330] lr: 4.612e-06, eta: 4 days, 17:29:27, time: 1.604, data_time: 0.169, memory: 21714, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.1889, s0.acc: 94.1509, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2916, s1.loss_cls: 0.0901, s1.acc: 94.2869, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1352, s2.loss_cls: 0.0430, s2.acc: 94.3084, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0630, loss: 1.2763 +2024-03-09 10:09:08,509 - mmdet - INFO - Epoch [1][3900/7330] lr: 4.612e-06, eta: 4 days, 17:28:09, time: 1.572, data_time: 0.177, memory: 21714, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.1844, s0.acc: 94.2769, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2887, s1.loss_cls: 0.0882, s1.acc: 94.3840, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1344, s2.loss_cls: 0.0422, s2.acc: 94.3732, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0621, loss: 1.2581 +2024-03-09 10:10:26,420 - mmdet - INFO - Epoch [1][3950/7330] lr: 4.612e-06, eta: 4 days, 17:26:08, time: 1.558, data_time: 0.160, memory: 21714, loss_rpn_cls: 0.0526, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.1801, s0.acc: 94.3274, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2879, s1.loss_cls: 0.0853, s1.acc: 94.4209, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1338, s2.loss_cls: 0.0410, s2.acc: 94.4565, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0617, loss: 1.2533 +2024-03-09 10:11:44,805 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-09 10:11:44,805 - mmdet - INFO - Epoch [1][4000/7330] lr: 4.612e-06, eta: 4 days, 17:24:38, time: 1.568, data_time: 0.180, memory: 21714, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.1797, s0.acc: 94.4170, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2839, s1.loss_cls: 0.0848, s1.acc: 94.5368, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1323, s2.loss_cls: 0.0408, s2.acc: 94.5375, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0620, loss: 1.2314 +2024-03-09 10:13:03,850 - mmdet - INFO - Epoch [1][4050/7330] lr: 4.612e-06, eta: 4 days, 17:23:52, time: 1.581, data_time: 0.179, memory: 21714, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.1795, s0.acc: 94.3127, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2837, s1.loss_cls: 0.0855, s1.acc: 94.3860, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1339, s2.loss_cls: 0.0405, s2.acc: 94.4905, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0618, loss: 1.2399 +2024-03-09 10:14:24,428 - mmdet - INFO - Epoch [1][4100/7330] lr: 4.612e-06, eta: 4 days, 17:24:41, time: 1.612, data_time: 0.153, memory: 21714, loss_rpn_cls: 0.0570, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.1826, s0.acc: 94.2495, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2906, s1.loss_cls: 0.0851, s1.acc: 94.4052, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1357, s2.loss_cls: 0.0412, s2.acc: 94.4041, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0629, loss: 1.2576 +2024-03-09 10:15:43,772 - mmdet - INFO - Epoch [1][4150/7330] lr: 4.612e-06, eta: 4 days, 17:24:10, time: 1.587, data_time: 0.146, memory: 21714, loss_rpn_cls: 0.0541, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.1769, s0.acc: 94.4668, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2870, s1.loss_cls: 0.0826, s1.acc: 94.6409, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1334, s2.loss_cls: 0.0394, s2.acc: 94.6680, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0620, loss: 1.2392 +2024-03-09 10:16:59,726 - mmdet - INFO - Epoch [1][4200/7330] lr: 4.612e-06, eta: 4 days, 17:20:08, time: 1.519, data_time: 0.126, memory: 21714, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.1748, s0.acc: 94.5320, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2879, s1.loss_cls: 0.0828, s1.acc: 94.5699, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1341, s2.loss_cls: 0.0398, s2.acc: 94.4822, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0627, loss: 1.2403 +2024-03-09 10:18:17,274 - mmdet - INFO - Epoch [1][4250/7330] lr: 4.612e-06, eta: 4 days, 17:17:48, time: 1.551, data_time: 0.157, memory: 21714, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.1806, s0.acc: 94.3789, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2897, s1.loss_cls: 0.0864, s1.acc: 94.4006, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1333, s2.loss_cls: 0.0411, s2.acc: 94.5399, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0618, loss: 1.2496 +2024-03-09 10:19:39,836 - mmdet - INFO - Epoch [1][4300/7330] lr: 4.612e-06, eta: 4 days, 17:20:32, time: 1.651, data_time: 0.169, memory: 21714, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.1789, s0.acc: 94.3425, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2898, s1.loss_cls: 0.0848, s1.acc: 94.4468, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1346, s2.loss_cls: 0.0412, s2.acc: 94.5079, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0627, loss: 1.2530 +2024-03-09 10:21:02,106 - mmdet - INFO - Epoch [1][4350/7330] lr: 4.612e-06, eta: 4 days, 17:22:52, time: 1.645, data_time: 0.264, memory: 21714, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.1938, s0.acc: 94.0369, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2942, s1.loss_cls: 0.0924, s1.acc: 94.1370, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1353, s2.loss_cls: 0.0445, s2.acc: 94.1396, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0632, loss: 1.2925 +2024-03-09 10:22:21,984 - mmdet - INFO - Epoch [1][4400/7330] lr: 4.612e-06, eta: 4 days, 17:22:46, time: 1.597, data_time: 0.171, memory: 21714, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.1816, s0.acc: 94.3130, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2818, s1.loss_cls: 0.0877, s1.acc: 94.3197, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1312, s2.loss_cls: 0.0422, s2.acc: 94.3228, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0612, loss: 1.2334 +2024-03-09 10:23:38,786 - mmdet - INFO - Epoch [1][4450/7330] lr: 4.612e-06, eta: 4 days, 17:19:40, time: 1.536, data_time: 0.125, memory: 21714, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.1871, s0.acc: 94.0728, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2919, s1.loss_cls: 0.0908, s1.acc: 94.0236, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1349, s2.loss_cls: 0.0443, s2.acc: 93.9526, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0622, loss: 1.2818 +2024-03-09 10:24:53,033 - mmdet - INFO - Epoch [1][4500/7330] lr: 4.612e-06, eta: 4 days, 17:14:09, time: 1.485, data_time: 0.134, memory: 21714, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.1729, s0.acc: 94.5283, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2834, s1.loss_cls: 0.0817, s1.acc: 94.6729, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1314, s2.loss_cls: 0.0395, s2.acc: 94.7068, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0613, loss: 1.2157 +2024-03-09 10:26:13,137 - mmdet - INFO - Epoch [1][4550/7330] lr: 4.612e-06, eta: 4 days, 17:14:17, time: 1.602, data_time: 0.174, memory: 21714, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.1752, s0.acc: 94.4143, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2737, s1.loss_cls: 0.0832, s1.acc: 94.5510, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1276, s2.loss_cls: 0.0415, s2.acc: 94.3106, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0595, loss: 1.2156 +2024-03-09 10:27:29,877 - mmdet - INFO - Epoch [1][4600/7330] lr: 4.612e-06, eta: 4 days, 17:11:14, time: 1.535, data_time: 0.150, memory: 21714, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.1841, s0.acc: 94.2607, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2763, s1.loss_cls: 0.0878, s1.acc: 94.3793, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1286, s2.loss_cls: 0.0422, s2.acc: 94.3907, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0596, loss: 1.2394 +2024-03-09 10:28:48,233 - mmdet - INFO - Epoch [1][4650/7330] lr: 4.612e-06, eta: 4 days, 17:09:42, time: 1.567, data_time: 0.176, memory: 21714, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0394, s0.loss_cls: 0.1867, s0.acc: 94.1335, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2833, s1.loss_cls: 0.0902, s1.acc: 94.1773, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1295, s2.loss_cls: 0.0439, s2.acc: 94.1162, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0599, loss: 1.2724 +2024-03-09 10:30:02,634 - mmdet - INFO - Epoch [1][4700/7330] lr: 4.612e-06, eta: 4 days, 17:04:34, time: 1.488, data_time: 0.140, memory: 21714, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.1700, s0.acc: 94.7300, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2768, s1.loss_cls: 0.0804, s1.acc: 94.8914, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1275, s2.loss_cls: 0.0387, s2.acc: 94.8652, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0584, loss: 1.1749 +2024-03-09 10:31:22,143 - mmdet - INFO - Epoch [1][4750/7330] lr: 4.612e-06, eta: 4 days, 17:04:09, time: 1.590, data_time: 0.186, memory: 21714, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.1792, s0.acc: 94.3860, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2832, s1.loss_cls: 0.0858, s1.acc: 94.4089, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1315, s2.loss_cls: 0.0418, s2.acc: 94.3535, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0609, loss: 1.2329 +2024-03-09 10:32:45,669 - mmdet - INFO - Epoch [1][4800/7330] lr: 4.612e-06, eta: 4 days, 17:07:19, time: 1.671, data_time: 0.166, memory: 21714, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.1714, s0.acc: 94.6345, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2756, s1.loss_cls: 0.0832, s1.acc: 94.6937, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1274, s2.loss_cls: 0.0405, s2.acc: 94.6695, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0594, loss: 1.1910 +2024-03-09 10:34:03,195 - mmdet - INFO - Epoch [1][4850/7330] lr: 4.612e-06, eta: 4 days, 17:05:04, time: 1.550, data_time: 0.157, memory: 21714, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.1705, s0.acc: 94.6111, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2793, s1.loss_cls: 0.0805, s1.acc: 94.7851, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1306, s2.loss_cls: 0.0386, s2.acc: 94.7984, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0606, loss: 1.2047 +2024-03-09 10:35:24,090 - mmdet - INFO - Epoch [1][4900/7330] lr: 4.612e-06, eta: 4 days, 17:05:47, time: 1.618, data_time: 0.179, memory: 21714, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.1808, s0.acc: 94.2722, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2917, s1.loss_cls: 0.0849, s1.acc: 94.4213, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1347, s2.loss_cls: 0.0402, s2.acc: 94.4885, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0621, loss: 1.2563 +2024-03-09 10:36:43,908 - mmdet - INFO - Epoch [1][4950/7330] lr: 4.612e-06, eta: 4 days, 17:05:32, time: 1.596, data_time: 0.159, memory: 21714, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.1709, s0.acc: 94.6257, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2860, s1.loss_cls: 0.0817, s1.acc: 94.6931, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1344, s2.loss_cls: 0.0398, s2.acc: 94.6843, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0622, loss: 1.2134 +2024-03-09 10:38:04,984 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-09 10:38:04,984 - mmdet - INFO - Epoch [1][5000/7330] lr: 4.612e-06, eta: 4 days, 17:06:21, time: 1.622, data_time: 0.143, memory: 21714, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.1660, s0.acc: 94.7925, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2799, s1.loss_cls: 0.0806, s1.acc: 94.7630, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1299, s2.loss_cls: 0.0391, s2.acc: 94.7329, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0608, loss: 1.1928 +2024-03-09 10:39:20,499 - mmdet - INFO - Epoch [1][5050/7330] lr: 4.612e-06, eta: 4 days, 17:02:22, time: 1.510, data_time: 0.115, memory: 21714, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.1733, s0.acc: 94.5212, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2817, s1.loss_cls: 0.0822, s1.acc: 94.7124, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1308, s2.loss_cls: 0.0389, s2.acc: 94.8008, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0609, loss: 1.2019 +2024-03-09 10:40:40,152 - mmdet - INFO - Epoch [1][5100/7330] lr: 4.612e-06, eta: 4 days, 17:01:56, time: 1.593, data_time: 0.152, memory: 21714, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.1921, s0.acc: 93.8645, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2876, s1.loss_cls: 0.0912, s1.acc: 93.9809, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1333, s2.loss_cls: 0.0437, s2.acc: 93.9854, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0620, loss: 1.2916 +2024-03-09 10:41:58,265 - mmdet - INFO - Epoch [1][5150/7330] lr: 4.612e-06, eta: 4 days, 17:00:11, time: 1.562, data_time: 0.176, memory: 21714, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.1759, s0.acc: 94.4414, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2732, s1.loss_cls: 0.0829, s1.acc: 94.6454, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1263, s2.loss_cls: 0.0401, s2.acc: 94.5892, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0586, loss: 1.2017 +2024-03-09 10:43:15,699 - mmdet - INFO - Epoch [1][5200/7330] lr: 4.612e-06, eta: 4 days, 16:57:54, time: 1.549, data_time: 0.177, memory: 21714, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.1649, s0.acc: 94.7742, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2767, s1.loss_cls: 0.0785, s1.acc: 94.8699, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1294, s2.loss_cls: 0.0376, s2.acc: 94.9735, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0602, loss: 1.1733 +2024-03-09 10:44:36,818 - mmdet - INFO - Epoch [1][5250/7330] lr: 4.612e-06, eta: 4 days, 16:58:39, time: 1.622, data_time: 0.143, memory: 21714, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.1695, s0.acc: 94.6912, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2690, s1.loss_cls: 0.0816, s1.acc: 94.6847, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1271, s2.loss_cls: 0.0393, s2.acc: 94.6865, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0592, loss: 1.1800 +2024-03-09 10:45:53,356 - mmdet - INFO - Epoch [1][5300/7330] lr: 4.612e-06, eta: 4 days, 16:55:39, time: 1.531, data_time: 0.138, memory: 21714, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.1707, s0.acc: 94.6692, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2767, s1.loss_cls: 0.0826, s1.acc: 94.6830, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1276, s2.loss_cls: 0.0398, s2.acc: 94.6400, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0592, loss: 1.1821 +2024-03-09 10:47:10,444 - mmdet - INFO - Epoch [1][5350/7330] lr: 4.612e-06, eta: 4 days, 16:53:07, time: 1.542, data_time: 0.140, memory: 21714, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.1707, s0.acc: 94.6409, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2790, s1.loss_cls: 0.0804, s1.acc: 94.7473, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1289, s2.loss_cls: 0.0390, s2.acc: 94.7506, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0596, loss: 1.1930 +2024-03-09 10:48:29,576 - mmdet - INFO - Epoch [1][5400/7330] lr: 4.612e-06, eta: 4 days, 16:52:13, time: 1.583, data_time: 0.161, memory: 21714, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.1691, s0.acc: 94.6406, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2811, s1.loss_cls: 0.0806, s1.acc: 94.6596, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1326, s2.loss_cls: 0.0389, s2.acc: 94.6742, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0623, loss: 1.2007 +2024-03-09 10:49:49,973 - mmdet - INFO - Epoch [1][5450/7330] lr: 4.612e-06, eta: 4 days, 16:52:20, time: 1.608, data_time: 0.162, memory: 21714, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.1753, s0.acc: 94.3982, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2856, s1.loss_cls: 0.0835, s1.acc: 94.4000, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1324, s2.loss_cls: 0.0402, s2.acc: 94.4543, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0616, loss: 1.2254 +2024-03-09 10:51:07,129 - mmdet - INFO - Epoch [1][5500/7330] lr: 4.612e-06, eta: 4 days, 16:49:53, time: 1.543, data_time: 0.140, memory: 21714, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.1782, s0.acc: 94.3413, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2730, s1.loss_cls: 0.0856, s1.acc: 94.2822, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1271, s2.loss_cls: 0.0419, s2.acc: 94.2209, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0587, loss: 1.2152 +2024-03-09 10:52:27,431 - mmdet - INFO - Epoch [1][5550/7330] lr: 4.612e-06, eta: 4 days, 16:49:53, time: 1.606, data_time: 0.169, memory: 21714, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1725, s0.acc: 94.5825, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2668, s1.loss_cls: 0.0806, s1.acc: 94.7980, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1245, s2.loss_cls: 0.0393, s2.acc: 94.7391, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0589, loss: 1.1746 +2024-03-09 10:53:48,220 - mmdet - INFO - Epoch [1][5600/7330] lr: 4.612e-06, eta: 4 days, 16:50:15, time: 1.616, data_time: 0.203, memory: 21714, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.1790, s0.acc: 94.3318, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2777, s1.loss_cls: 0.0859, s1.acc: 94.4156, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1296, s2.loss_cls: 0.0422, s2.acc: 94.2362, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0598, loss: 1.2284 +2024-03-09 10:55:06,746 - mmdet - INFO - Epoch [1][5650/7330] lr: 4.612e-06, eta: 4 days, 16:48:51, time: 1.571, data_time: 0.174, memory: 21714, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.1830, s0.acc: 94.3328, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2797, s1.loss_cls: 0.0876, s1.acc: 94.3886, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1307, s2.loss_cls: 0.0427, s2.acc: 94.3079, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0610, loss: 1.2399 +2024-03-09 10:56:25,585 - mmdet - INFO - Epoch [1][5700/7330] lr: 4.612e-06, eta: 4 days, 16:47:41, time: 1.577, data_time: 0.143, memory: 21714, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.1750, s0.acc: 94.5005, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2814, s1.loss_cls: 0.0843, s1.acc: 94.5692, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1298, s2.loss_cls: 0.0412, s2.acc: 94.4709, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0601, loss: 1.2165 +2024-03-09 10:57:42,239 - mmdet - INFO - Epoch [1][5750/7330] lr: 4.612e-06, eta: 4 days, 16:44:54, time: 1.533, data_time: 0.157, memory: 21714, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.1787, s0.acc: 94.3779, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2768, s1.loss_cls: 0.0858, s1.acc: 94.4724, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1299, s2.loss_cls: 0.0413, s2.acc: 94.4606, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0603, loss: 1.2227 +2024-03-09 10:59:01,961 - mmdet - INFO - Epoch [1][5800/7330] lr: 4.612e-06, eta: 4 days, 16:44:24, time: 1.594, data_time: 0.174, memory: 21714, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.1811, s0.acc: 94.4289, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2716, s1.loss_cls: 0.0871, s1.acc: 94.4602, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1277, s2.loss_cls: 0.0420, s2.acc: 94.4612, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0591, loss: 1.2052 +2024-03-09 11:00:21,877 - mmdet - INFO - Epoch [1][5850/7330] lr: 4.612e-06, eta: 4 days, 16:44:02, time: 1.598, data_time: 0.182, memory: 21714, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.1735, s0.acc: 94.4141, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2788, s1.loss_cls: 0.0823, s1.acc: 94.5187, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1293, s2.loss_cls: 0.0401, s2.acc: 94.4865, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0597, loss: 1.2156 +2024-03-09 11:01:37,268 - mmdet - INFO - Epoch [1][5900/7330] lr: 4.612e-06, eta: 4 days, 16:40:21, time: 1.508, data_time: 0.172, memory: 21714, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.1821, s0.acc: 94.0581, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2717, s1.loss_cls: 0.0875, s1.acc: 94.2141, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1272, s2.loss_cls: 0.0424, s2.acc: 94.1489, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0592, loss: 1.2406 +2024-03-09 11:02:56,624 - mmdet - INFO - Epoch [1][5950/7330] lr: 4.612e-06, eta: 4 days, 16:39:34, time: 1.587, data_time: 0.192, memory: 21714, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1688, s0.acc: 94.6018, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2829, s1.loss_cls: 0.0830, s1.acc: 94.5781, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1327, s2.loss_cls: 0.0406, s2.acc: 94.5173, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0610, loss: 1.1951 +2024-03-09 11:04:18,391 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-09 11:04:18,391 - mmdet - INFO - Epoch [1][6000/7330] lr: 4.612e-06, eta: 4 days, 16:40:31, time: 1.635, data_time: 0.168, memory: 21714, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.1826, s0.acc: 94.1907, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2727, s1.loss_cls: 0.0882, s1.acc: 94.2093, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1264, s2.loss_cls: 0.0424, s2.acc: 94.1730, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0590, loss: 1.2301 +2024-03-09 11:05:41,391 - mmdet - INFO - Epoch [1][6050/7330] lr: 4.612e-06, eta: 4 days, 16:42:18, time: 1.660, data_time: 0.172, memory: 21714, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.1757, s0.acc: 94.5378, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2714, s1.loss_cls: 0.0862, s1.acc: 94.4337, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1250, s2.loss_cls: 0.0419, s2.acc: 94.3374, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0586, loss: 1.1997 +2024-03-09 11:07:01,696 - mmdet - INFO - Epoch [1][6100/7330] lr: 4.612e-06, eta: 4 days, 16:42:08, time: 1.606, data_time: 0.188, memory: 21714, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.1809, s0.acc: 94.3389, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2794, s1.loss_cls: 0.0871, s1.acc: 94.4508, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1289, s2.loss_cls: 0.0427, s2.acc: 94.3629, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0599, loss: 1.2321 +2024-03-09 11:08:18,151 - mmdet - INFO - Epoch [1][6150/7330] lr: 4.612e-06, eta: 4 days, 16:39:15, time: 1.529, data_time: 0.109, memory: 21714, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.1807, s0.acc: 94.2659, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2773, s1.loss_cls: 0.0878, s1.acc: 94.2061, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1292, s2.loss_cls: 0.0421, s2.acc: 94.2516, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0603, loss: 1.2184 +2024-03-09 11:09:37,725 - mmdet - INFO - Epoch [1][6200/7330] lr: 4.612e-06, eta: 4 days, 16:38:34, time: 1.591, data_time: 0.165, memory: 21714, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0385, s0.loss_cls: 0.1789, s0.acc: 94.4150, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2772, s1.loss_cls: 0.0856, s1.acc: 94.4767, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1288, s2.loss_cls: 0.0425, s2.acc: 94.4005, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0598, loss: 1.2375 +2024-03-09 11:10:55,441 - mmdet - INFO - Epoch [1][6250/7330] lr: 4.612e-06, eta: 4 days, 16:36:35, time: 1.554, data_time: 0.148, memory: 21714, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.1798, s0.acc: 94.4429, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2699, s1.loss_cls: 0.0866, s1.acc: 94.4988, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1248, s2.loss_cls: 0.0420, s2.acc: 94.4719, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0582, loss: 1.2119 +2024-03-09 11:12:08,964 - mmdet - INFO - Epoch [1][6300/7330] lr: 4.612e-06, eta: 4 days, 16:31:45, time: 1.470, data_time: 0.163, memory: 21714, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.1746, s0.acc: 94.4297, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2705, s1.loss_cls: 0.0850, s1.acc: 94.3234, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1251, s2.loss_cls: 0.0418, s2.acc: 94.3086, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0580, loss: 1.1950 +2024-03-09 11:13:32,435 - mmdet - INFO - Epoch [1][6350/7330] lr: 4.612e-06, eta: 4 days, 16:33:43, time: 1.669, data_time: 0.198, memory: 21714, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.1802, s0.acc: 94.2983, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2810, s1.loss_cls: 0.0875, s1.acc: 94.2997, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1311, s2.loss_cls: 0.0425, s2.acc: 94.2831, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0605, loss: 1.2392 +2024-03-09 11:14:47,706 - mmdet - INFO - Epoch [1][6400/7330] lr: 4.612e-06, eta: 4 days, 16:30:07, time: 1.505, data_time: 0.172, memory: 21714, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.1630, s0.acc: 94.7424, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2575, s1.loss_cls: 0.0785, s1.acc: 94.8485, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1201, s2.loss_cls: 0.0387, s2.acc: 94.7930, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0562, loss: 1.1377 +2024-03-09 11:16:10,229 - mmdet - INFO - Epoch [1][6450/7330] lr: 4.612e-06, eta: 4 days, 16:31:23, time: 1.650, data_time: 0.196, memory: 21714, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.1756, s0.acc: 94.4465, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2742, s1.loss_cls: 0.0830, s1.acc: 94.5596, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1266, s2.loss_cls: 0.0417, s2.acc: 94.3141, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0588, loss: 1.2209 +2024-03-09 11:17:32,000 - mmdet - INFO - Epoch [1][6500/7330] lr: 4.612e-06, eta: 4 days, 16:32:07, time: 1.635, data_time: 0.216, memory: 21714, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.1686, s0.acc: 94.6758, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2749, s1.loss_cls: 0.0820, s1.acc: 94.7206, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1285, s2.loss_cls: 0.0397, s2.acc: 94.6877, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0599, loss: 1.1864 +2024-03-09 11:18:52,425 - mmdet - INFO - Epoch [1][6550/7330] lr: 4.612e-06, eta: 4 days, 16:31:56, time: 1.608, data_time: 0.148, memory: 21714, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.1675, s0.acc: 94.5088, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2653, s1.loss_cls: 0.0810, s1.acc: 94.4699, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1217, s2.loss_cls: 0.0398, s2.acc: 94.5001, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0562, loss: 1.1649 +2024-03-09 11:20:10,480 - mmdet - INFO - Epoch [1][6600/7330] lr: 4.612e-06, eta: 4 days, 16:30:11, time: 1.561, data_time: 0.186, memory: 21714, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.1824, s0.acc: 94.2788, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2746, s1.loss_cls: 0.0876, s1.acc: 94.3305, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1285, s2.loss_cls: 0.0432, s2.acc: 94.1760, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0597, loss: 1.2361 +2024-03-09 11:21:27,935 - mmdet - INFO - Epoch [1][6650/7330] lr: 4.612e-06, eta: 4 days, 16:28:04, time: 1.549, data_time: 0.155, memory: 21714, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.1723, s0.acc: 94.4253, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2678, s1.loss_cls: 0.0830, s1.acc: 94.4805, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1244, s2.loss_cls: 0.0408, s2.acc: 94.4263, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0580, loss: 1.1805 +2024-03-09 11:22:45,541 - mmdet - INFO - Epoch [1][6700/7330] lr: 4.612e-06, eta: 4 days, 16:26:03, time: 1.552, data_time: 0.207, memory: 21714, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.1633, s0.acc: 94.7937, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2613, s1.loss_cls: 0.0800, s1.acc: 94.7541, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1224, s2.loss_cls: 0.0394, s2.acc: 94.6790, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0573, loss: 1.1459 +2024-03-09 11:24:03,579 - mmdet - INFO - Epoch [1][6750/7330] lr: 4.612e-06, eta: 4 days, 16:24:20, time: 1.561, data_time: 0.142, memory: 21714, loss_rpn_cls: 0.0526, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.1761, s0.acc: 94.5095, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2660, s1.loss_cls: 0.0852, s1.acc: 94.4473, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1241, s2.loss_cls: 0.0411, s2.acc: 94.5619, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0577, loss: 1.1890 +2024-03-09 11:25:21,626 - mmdet - INFO - Epoch [1][6800/7330] lr: 4.612e-06, eta: 4 days, 16:22:37, time: 1.561, data_time: 0.164, memory: 21714, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1651, s0.acc: 94.7356, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2651, s1.loss_cls: 0.0809, s1.acc: 94.6863, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1229, s2.loss_cls: 0.0399, s2.acc: 94.5582, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0570, loss: 1.1434 +2024-03-09 11:26:41,038 - mmdet - INFO - Epoch [1][6850/7330] lr: 4.612e-06, eta: 4 days, 16:21:45, time: 1.588, data_time: 0.212, memory: 21714, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.1799, s0.acc: 94.4426, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2674, s1.loss_cls: 0.0872, s1.acc: 94.4686, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1245, s2.loss_cls: 0.0418, s2.acc: 94.4734, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0583, loss: 1.1934 +2024-03-09 11:28:03,323 - mmdet - INFO - Epoch [1][6900/7330] lr: 4.612e-06, eta: 4 days, 16:22:41, time: 1.646, data_time: 0.184, memory: 21714, loss_rpn_cls: 0.0526, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.1731, s0.acc: 94.4895, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2615, s1.loss_cls: 0.0851, s1.acc: 94.4441, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1224, s2.loss_cls: 0.0420, s2.acc: 94.2988, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0569, loss: 1.1834 +2024-03-09 11:29:27,094 - mmdet - INFO - Epoch [1][6950/7330] lr: 4.612e-06, eta: 4 days, 16:24:29, time: 1.675, data_time: 0.202, memory: 21714, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.1755, s0.acc: 94.3701, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2610, s1.loss_cls: 0.0842, s1.acc: 94.4041, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1227, s2.loss_cls: 0.0414, s2.acc: 94.4420, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0570, loss: 1.1852 +2024-03-09 11:30:47,477 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-09 11:30:47,477 - mmdet - INFO - Epoch [1][7000/7330] lr: 4.612e-06, eta: 4 days, 16:24:09, time: 1.607, data_time: 0.147, memory: 21714, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.1762, s0.acc: 94.3367, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2708, s1.loss_cls: 0.0856, s1.acc: 94.3856, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1270, s2.loss_cls: 0.0420, s2.acc: 94.2374, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0599, loss: 1.2116 +2024-03-09 11:32:09,498 - mmdet - INFO - Epoch [1][7050/7330] lr: 4.612e-06, eta: 4 days, 16:24:49, time: 1.640, data_time: 0.186, memory: 21714, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.1787, s0.acc: 94.3650, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2623, s1.loss_cls: 0.0859, s1.acc: 94.3498, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1231, s2.loss_cls: 0.0419, s2.acc: 94.3323, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0575, loss: 1.1987 +2024-03-09 11:33:30,843 - mmdet - INFO - Epoch [1][7100/7330] lr: 4.612e-06, eta: 4 days, 16:25:04, time: 1.627, data_time: 0.135, memory: 21714, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.1789, s0.acc: 94.2466, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2694, s1.loss_cls: 0.0869, s1.acc: 94.2185, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1243, s2.loss_cls: 0.0432, s2.acc: 94.0905, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0576, loss: 1.2268 +2024-03-09 11:34:54,368 - mmdet - INFO - Epoch [1][7150/7330] lr: 4.612e-06, eta: 4 days, 16:26:34, time: 1.671, data_time: 0.182, memory: 21714, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.1649, s0.acc: 94.6929, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2603, s1.loss_cls: 0.0817, s1.acc: 94.6236, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1221, s2.loss_cls: 0.0404, s2.acc: 94.5159, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0567, loss: 1.1524 +2024-03-09 11:36:14,561 - mmdet - INFO - Epoch [1][7200/7330] lr: 4.612e-06, eta: 4 days, 16:26:04, time: 1.604, data_time: 0.207, memory: 21714, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1593, s0.acc: 94.8406, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2629, s1.loss_cls: 0.0779, s1.acc: 94.8174, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1226, s2.loss_cls: 0.0385, s2.acc: 94.6682, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0574, loss: 1.1373 +2024-03-09 11:37:34,095 - mmdet - INFO - Epoch [1][7250/7330] lr: 4.612e-06, eta: 4 days, 16:25:09, time: 1.591, data_time: 0.147, memory: 21714, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.1777, s0.acc: 94.3157, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2664, s1.loss_cls: 0.0870, s1.acc: 94.2511, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1233, s2.loss_cls: 0.0423, s2.acc: 94.1546, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0576, loss: 1.1967 +2024-03-09 11:38:52,750 - mmdet - INFO - Epoch [1][7300/7330] lr: 4.612e-06, eta: 4 days, 16:23:44, time: 1.573, data_time: 0.134, memory: 21714, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.1807, s0.acc: 94.3574, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2654, s1.loss_cls: 0.0862, s1.acc: 94.4277, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1232, s2.loss_cls: 0.0417, s2.acc: 94.4401, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0572, loss: 1.1922 +2024-03-09 11:39:33,887 - mmdet - INFO - Saving checkpoint at 1 epochs +2024-03-09 11:48:03,393 - mmdet - INFO - Evaluating bbox... +2024-03-09 11:48:39,560 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.351 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.526 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.380 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.175 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.397 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.485 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.492 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.492 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.492 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.266 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.556 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.669 + +2024-03-09 11:48:39,561 - mmdet - INFO - Evaluating segm... +2024-03-09 11:49:24,346 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.320 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.505 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.344 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.125 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.358 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.488 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.445 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.445 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.445 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.223 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.506 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.619 + +2024-03-09 11:49:25,014 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-09 11:49:25,016 - mmdet - INFO - Epoch(val) [1][1250] bbox_mAP: 0.3510, bbox_mAP_50: 0.5260, bbox_mAP_75: 0.3800, bbox_mAP_s: 0.1750, bbox_mAP_m: 0.3970, bbox_mAP_l: 0.4850, bbox_mAP_copypaste: 0.351 0.526 0.380 0.175 0.397 0.485, segm_mAP: 0.3200, segm_mAP_50: 0.5050, segm_mAP_75: 0.3440, segm_mAP_s: 0.1250, segm_mAP_m: 0.3580, segm_mAP_l: 0.4880, segm_mAP_copypaste: 0.320 0.505 0.344 0.125 0.358 0.488 +2024-03-09 11:50:50,037 - mmdet - INFO - Epoch [2][50/7330] lr: 4.612e-06, eta: 4 days, 15:57:02, time: 1.674, data_time: 0.223, memory: 21714, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.1695, s0.acc: 94.4619, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2603, s1.loss_cls: 0.0815, s1.acc: 94.5495, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1224, s2.loss_cls: 0.0406, s2.acc: 94.3836, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0574, loss: 1.1773 +2024-03-09 11:52:12,917 - mmdet - INFO - Epoch [2][100/7330] lr: 4.612e-06, eta: 4 days, 15:58:12, time: 1.658, data_time: 0.195, memory: 21714, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.1750, s0.acc: 94.4763, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2667, s1.loss_cls: 0.0840, s1.acc: 94.5029, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1244, s2.loss_cls: 0.0413, s2.acc: 94.3490, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0580, loss: 1.1875 +2024-03-09 11:53:31,386 - mmdet - INFO - Epoch [2][150/7330] lr: 4.612e-06, eta: 4 days, 15:56:49, time: 1.569, data_time: 0.169, memory: 21714, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.1767, s0.acc: 94.2590, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2710, s1.loss_cls: 0.0854, s1.acc: 94.3238, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1275, s2.loss_cls: 0.0414, s2.acc: 94.2653, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0594, loss: 1.2096 +2024-03-09 11:54:54,375 - mmdet - INFO - Epoch [2][200/7330] lr: 4.612e-06, eta: 4 days, 15:58:00, time: 1.660, data_time: 0.108, memory: 21714, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.1695, s0.acc: 94.5474, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2642, s1.loss_cls: 0.0822, s1.acc: 94.5630, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1233, s2.loss_cls: 0.0401, s2.acc: 94.4776, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0576, loss: 1.1761 +2024-03-09 11:56:13,820 - mmdet - INFO - Epoch [2][250/7330] lr: 4.612e-06, eta: 4 days, 15:57:10, time: 1.589, data_time: 0.183, memory: 21714, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.1642, s0.acc: 94.6250, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2601, s1.loss_cls: 0.0788, s1.acc: 94.7172, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1218, s2.loss_cls: 0.0384, s2.acc: 94.6637, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0570, loss: 1.1638 +2024-03-09 11:57:34,811 - mmdet - INFO - Epoch [2][300/7330] lr: 4.612e-06, eta: 4 days, 15:57:10, time: 1.620, data_time: 0.140, memory: 21714, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.1647, s0.acc: 94.6106, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2548, s1.loss_cls: 0.0798, s1.acc: 94.5845, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1190, s2.loss_cls: 0.0394, s2.acc: 94.4193, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0556, loss: 1.1462 +2024-03-09 11:58:50,890 - mmdet - INFO - Epoch [2][350/7330] lr: 4.612e-06, eta: 4 days, 15:54:26, time: 1.522, data_time: 0.146, memory: 21714, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.1743, s0.acc: 94.3777, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2659, s1.loss_cls: 0.0853, s1.acc: 94.3007, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1241, s2.loss_cls: 0.0420, s2.acc: 94.1602, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0577, loss: 1.1885 +2024-03-09 12:00:09,731 - mmdet - INFO - Epoch [2][400/7330] lr: 4.612e-06, eta: 4 days, 15:53:15, time: 1.577, data_time: 0.172, memory: 21714, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.1667, s0.acc: 94.6860, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2679, s1.loss_cls: 0.0810, s1.acc: 94.6909, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1248, s2.loss_cls: 0.0399, s2.acc: 94.6262, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0580, loss: 1.1685 +2024-03-09 12:01:28,084 - mmdet - INFO - Epoch [2][450/7330] lr: 4.612e-06, eta: 4 days, 15:51:47, time: 1.567, data_time: 0.155, memory: 21714, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.1678, s0.acc: 94.5613, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2618, s1.loss_cls: 0.0812, s1.acc: 94.6211, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1221, s2.loss_cls: 0.0398, s2.acc: 94.5212, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0569, loss: 1.1700 +2024-03-09 12:02:46,465 - mmdet - INFO - Epoch [2][500/7330] lr: 4.612e-06, eta: 4 days, 15:50:21, time: 1.568, data_time: 0.165, memory: 21714, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1685, s0.acc: 94.5698, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2575, s1.loss_cls: 0.0838, s1.acc: 94.3753, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1211, s2.loss_cls: 0.0407, s2.acc: 94.4017, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0565, loss: 1.1544 +2024-03-09 12:04:06,698 - mmdet - INFO - Epoch [2][550/7330] lr: 4.612e-06, eta: 4 days, 15:49:54, time: 1.605, data_time: 0.169, memory: 21714, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1561, s0.acc: 94.9592, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2555, s1.loss_cls: 0.0759, s1.acc: 94.9314, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1198, s2.loss_cls: 0.0373, s2.acc: 94.8532, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0563, loss: 1.1171 +2024-03-09 12:05:22,697 - mmdet - INFO - Epoch [2][600/7330] lr: 4.612e-06, eta: 4 days, 15:47:11, time: 1.520, data_time: 0.151, memory: 21714, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.1612, s0.acc: 94.7871, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2656, s1.loss_cls: 0.0801, s1.acc: 94.6970, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1252, s2.loss_cls: 0.0395, s2.acc: 94.6206, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0586, loss: 1.1580 +2024-03-09 12:06:39,971 - mmdet - INFO - Epoch [2][650/7330] lr: 4.612e-06, eta: 4 days, 15:45:09, time: 1.545, data_time: 0.123, memory: 21714, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.1649, s0.acc: 94.7815, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2650, s1.loss_cls: 0.0802, s1.acc: 94.7977, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1224, s2.loss_cls: 0.0395, s2.acc: 94.6880, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0570, loss: 1.1454 +2024-03-09 12:08:03,412 - mmdet - INFO - Epoch [2][700/7330] lr: 4.612e-06, eta: 4 days, 15:46:24, time: 1.669, data_time: 0.185, memory: 21714, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.1595, s0.acc: 94.8381, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2644, s1.loss_cls: 0.0795, s1.acc: 94.7381, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1243, s2.loss_cls: 0.0389, s2.acc: 94.6888, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0579, loss: 1.1345 +2024-03-09 12:09:19,248 - mmdet - INFO - Epoch [2][750/7330] lr: 4.612e-06, eta: 4 days, 15:43:37, time: 1.517, data_time: 0.151, memory: 21714, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.1628, s0.acc: 94.6406, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2690, s1.loss_cls: 0.0798, s1.acc: 94.5794, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1267, s2.loss_cls: 0.0396, s2.acc: 94.4633, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0593, loss: 1.1648 +2024-03-09 12:10:40,351 - mmdet - INFO - Epoch [2][800/7330] lr: 4.612e-06, eta: 4 days, 15:43:37, time: 1.622, data_time: 0.188, memory: 21714, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1562, s0.acc: 94.9535, s0.loss_bbox: 0.1974, s0.loss_mask: 0.2624, s1.loss_cls: 0.0767, s1.acc: 94.7997, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1225, s2.loss_cls: 0.0379, s2.acc: 94.7371, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0572, loss: 1.1215 +2024-03-09 12:12:00,278 - mmdet - INFO - Epoch [2][850/7330] lr: 4.612e-06, eta: 4 days, 15:42:58, time: 1.599, data_time: 0.158, memory: 21714, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.1642, s0.acc: 94.8152, s0.loss_bbox: 0.2023, s0.loss_mask: 0.2661, s1.loss_cls: 0.0795, s1.acc: 94.8418, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1247, s2.loss_cls: 0.0389, s2.acc: 94.8565, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0587, loss: 1.1429 +2024-03-09 12:13:19,309 - mmdet - INFO - Epoch [2][900/7330] lr: 4.612e-06, eta: 4 days, 15:41:52, time: 1.581, data_time: 0.123, memory: 21714, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1548, s0.acc: 95.0483, s0.loss_bbox: 0.1984, s0.loss_mask: 0.2561, s1.loss_cls: 0.0766, s1.acc: 94.9408, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1204, s2.loss_cls: 0.0375, s2.acc: 94.7521, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0566, loss: 1.1048 +2024-03-09 12:14:40,959 - mmdet - INFO - Epoch [2][950/7330] lr: 4.612e-06, eta: 4 days, 15:42:06, time: 1.633, data_time: 0.173, memory: 21714, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.1631, s0.acc: 94.8949, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2596, s1.loss_cls: 0.0814, s1.acc: 94.7414, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1215, s2.loss_cls: 0.0403, s2.acc: 94.5127, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0568, loss: 1.1355 +2024-03-09 12:16:04,043 - mmdet - INFO - Epoch [2][1000/7330] lr: 4.612e-06, eta: 4 days, 15:43:03, time: 1.662, data_time: 0.147, memory: 21714, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1685, s0.acc: 94.4548, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2588, s1.loss_cls: 0.0830, s1.acc: 94.3585, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1199, s2.loss_cls: 0.0409, s2.acc: 94.1645, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0562, loss: 1.1699 +2024-03-09 12:17:17,068 - mmdet - INFO - Epoch [2][1050/7330] lr: 4.612e-06, eta: 4 days, 15:38:51, time: 1.461, data_time: 0.147, memory: 21714, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.1692, s0.acc: 94.5718, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2638, s1.loss_cls: 0.0821, s1.acc: 94.5135, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1222, s2.loss_cls: 0.0404, s2.acc: 94.3763, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0567, loss: 1.1725 +2024-03-09 12:18:38,263 - mmdet - INFO - Epoch [2][1100/7330] lr: 4.612e-06, eta: 4 days, 15:38:50, time: 1.624, data_time: 0.190, memory: 21714, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1712, s0.acc: 94.5354, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2640, s1.loss_cls: 0.0833, s1.acc: 94.5145, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1239, s2.loss_cls: 0.0404, s2.acc: 94.4669, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0579, loss: 1.1704 +2024-03-09 12:19:57,278 - mmdet - INFO - Epoch [2][1150/7330] lr: 4.612e-06, eta: 4 days, 15:37:41, time: 1.580, data_time: 0.159, memory: 21714, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.1671, s0.acc: 94.5652, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2570, s1.loss_cls: 0.0806, s1.acc: 94.5710, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1216, s2.loss_cls: 0.0402, s2.acc: 94.4569, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0565, loss: 1.1586 +2024-03-09 12:21:18,552 - mmdet - INFO - Epoch [2][1200/7330] lr: 4.612e-06, eta: 4 days, 15:37:40, time: 1.625, data_time: 0.196, memory: 21714, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.1612, s0.acc: 94.8005, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2531, s1.loss_cls: 0.0791, s1.acc: 94.6423, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1180, s2.loss_cls: 0.0398, s2.acc: 94.4917, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0550, loss: 1.1300 +2024-03-09 12:22:38,787 - mmdet - INFO - Epoch [2][1250/7330] lr: 4.612e-06, eta: 4 days, 15:37:08, time: 1.605, data_time: 0.205, memory: 21714, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.1612, s0.acc: 94.6785, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2644, s1.loss_cls: 0.0793, s1.acc: 94.6706, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1235, s2.loss_cls: 0.0398, s2.acc: 94.4747, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0577, loss: 1.1541 +2024-03-09 12:23:57,166 - mmdet - INFO - Epoch [2][1300/7330] lr: 4.612e-06, eta: 4 days, 15:35:40, time: 1.568, data_time: 0.156, memory: 21714, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1607, s0.acc: 94.7964, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2626, s1.loss_cls: 0.0784, s1.acc: 94.6921, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1235, s2.loss_cls: 0.0384, s2.acc: 94.5679, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0570, loss: 1.1339 +2024-03-09 12:25:15,269 - mmdet - INFO - Epoch [2][1350/7330] lr: 4.612e-06, eta: 4 days, 15:34:03, time: 1.562, data_time: 0.180, memory: 21714, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.1581, s0.acc: 94.8629, s0.loss_bbox: 0.2023, s0.loss_mask: 0.2597, s1.loss_cls: 0.0774, s1.acc: 94.7971, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1219, s2.loss_cls: 0.0386, s2.acc: 94.7079, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0581, loss: 1.1249 +2024-03-09 12:26:33,944 - mmdet - INFO - Epoch [2][1400/7330] lr: 4.612e-06, eta: 4 days, 15:32:44, time: 1.574, data_time: 0.114, memory: 21714, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.1652, s0.acc: 94.7173, s0.loss_bbox: 0.2039, s0.loss_mask: 0.2540, s1.loss_cls: 0.0812, s1.acc: 94.5730, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1195, s2.loss_cls: 0.0406, s2.acc: 94.3960, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0559, loss: 1.1353 +2024-03-09 12:27:52,123 - mmdet - INFO - Epoch [2][1450/7330] lr: 4.612e-06, eta: 4 days, 15:31:11, time: 1.564, data_time: 0.168, memory: 21714, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.1694, s0.acc: 94.4866, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2651, s1.loss_cls: 0.0833, s1.acc: 94.4133, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1235, s2.loss_cls: 0.0412, s2.acc: 94.2743, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0576, loss: 1.1874 +2024-03-09 12:29:11,627 - mmdet - INFO - Epoch [2][1500/7330] lr: 4.612e-06, eta: 4 days, 15:30:16, time: 1.590, data_time: 0.168, memory: 21714, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1603, s0.acc: 94.7935, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2570, s1.loss_cls: 0.0794, s1.acc: 94.6428, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1208, s2.loss_cls: 0.0388, s2.acc: 94.6635, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0558, loss: 1.1230 +2024-03-09 12:30:30,354 - mmdet - INFO - Epoch [2][1550/7330] lr: 4.612e-06, eta: 4 days, 15:28:57, time: 1.574, data_time: 0.174, memory: 21714, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1621, s0.acc: 94.7471, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2524, s1.loss_cls: 0.0793, s1.acc: 94.7168, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1187, s2.loss_cls: 0.0385, s2.acc: 94.7498, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0557, loss: 1.1318 +2024-03-09 12:31:45,231 - mmdet - INFO - Epoch [2][1600/7330] lr: 4.612e-06, eta: 4 days, 15:25:50, time: 1.498, data_time: 0.104, memory: 21714, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.1669, s0.acc: 94.5273, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2621, s1.loss_cls: 0.0821, s1.acc: 94.4920, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1218, s2.loss_cls: 0.0402, s2.acc: 94.4105, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0573, loss: 1.1571 +2024-03-09 12:33:03,657 - mmdet - INFO - Epoch [2][1650/7330] lr: 4.612e-06, eta: 4 days, 15:24:24, time: 1.569, data_time: 0.164, memory: 21714, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.1628, s0.acc: 94.6921, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2533, s1.loss_cls: 0.0799, s1.acc: 94.6423, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1193, s2.loss_cls: 0.0390, s2.acc: 94.6028, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0559, loss: 1.1348 +2024-03-09 12:34:21,750 - mmdet - INFO - Epoch [2][1700/7330] lr: 4.612e-06, eta: 4 days, 15:22:49, time: 1.562, data_time: 0.105, memory: 21714, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1574, s0.acc: 94.8666, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2582, s1.loss_cls: 0.0787, s1.acc: 94.6645, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1201, s2.loss_cls: 0.0395, s2.acc: 94.5846, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0561, loss: 1.1319 +2024-03-09 12:35:41,933 - mmdet - INFO - Epoch [2][1750/7330] lr: 4.612e-06, eta: 4 days, 15:22:13, time: 1.604, data_time: 0.151, memory: 21714, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1604, s0.acc: 94.8230, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2600, s1.loss_cls: 0.0794, s1.acc: 94.6454, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1211, s2.loss_cls: 0.0394, s2.acc: 94.5151, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0559, loss: 1.1307 +2024-03-09 12:37:03,660 - mmdet - INFO - Epoch [2][1800/7330] lr: 4.612e-06, eta: 4 days, 15:22:20, time: 1.635, data_time: 0.147, memory: 21714, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1708, s0.acc: 94.5581, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2584, s1.loss_cls: 0.0838, s1.acc: 94.4921, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1204, s2.loss_cls: 0.0410, s2.acc: 94.3769, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0563, loss: 1.1688 +2024-03-09 12:38:22,010 - mmdet - INFO - Epoch [2][1850/7330] lr: 4.612e-06, eta: 4 days, 15:20:51, time: 1.567, data_time: 0.146, memory: 21714, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1648, s0.acc: 94.8242, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2523, s1.loss_cls: 0.0780, s1.acc: 94.9010, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1181, s2.loss_cls: 0.0381, s2.acc: 94.7859, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0556, loss: 1.1221 +2024-03-09 12:39:43,027 - mmdet - INFO - Epoch [2][1900/7330] lr: 4.612e-06, eta: 4 days, 15:20:37, time: 1.620, data_time: 0.162, memory: 21714, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.1681, s0.acc: 94.4841, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2589, s1.loss_cls: 0.0821, s1.acc: 94.4218, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1208, s2.loss_cls: 0.0406, s2.acc: 94.2893, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0564, loss: 1.1717 +2024-03-09 12:40:57,899 - mmdet - INFO - Epoch [2][1950/7330] lr: 4.612e-06, eta: 4 days, 15:17:33, time: 1.497, data_time: 0.118, memory: 21714, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.1617, s0.acc: 94.7671, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2556, s1.loss_cls: 0.0781, s1.acc: 94.8058, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1207, s2.loss_cls: 0.0383, s2.acc: 94.7138, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0567, loss: 1.1232 +2024-03-09 12:42:18,302 - mmdet - INFO - Epoch [2][2000/7330] lr: 4.612e-06, eta: 4 days, 15:17:01, time: 1.608, data_time: 0.127, memory: 21714, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.1673, s0.acc: 94.6980, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2581, s1.loss_cls: 0.0836, s1.acc: 94.5797, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1203, s2.loss_cls: 0.0414, s2.acc: 94.4787, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0568, loss: 1.1450 +2024-03-09 12:43:41,006 - mmdet - INFO - Epoch [2][2050/7330] lr: 4.612e-06, eta: 4 days, 15:17:31, time: 1.654, data_time: 0.146, memory: 21714, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.1855, s0.acc: 94.2146, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2605, s1.loss_cls: 0.0899, s1.acc: 94.2341, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1216, s2.loss_cls: 0.0441, s2.acc: 94.1208, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0564, loss: 1.2170 +2024-03-09 12:45:05,249 - mmdet - INFO - Epoch [2][2100/7330] lr: 4.612e-06, eta: 4 days, 15:18:42, time: 1.685, data_time: 0.167, memory: 21714, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.1766, s0.acc: 94.3760, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2610, s1.loss_cls: 0.0865, s1.acc: 94.2441, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1202, s2.loss_cls: 0.0425, s2.acc: 94.1480, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0552, loss: 1.1794 +2024-03-09 12:46:27,976 - mmdet - INFO - Epoch [2][2150/7330] lr: 4.612e-06, eta: 4 days, 15:19:10, time: 1.655, data_time: 0.182, memory: 21714, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.1715, s0.acc: 94.3127, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2550, s1.loss_cls: 0.0851, s1.acc: 94.2941, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1190, s2.loss_cls: 0.0421, s2.acc: 94.1555, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0558, loss: 1.1757 +2024-03-09 12:47:46,790 - mmdet - INFO - Epoch [2][2200/7330] lr: 4.612e-06, eta: 4 days, 15:17:53, time: 1.576, data_time: 0.139, memory: 21714, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.1715, s0.acc: 94.4368, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2651, s1.loss_cls: 0.0827, s1.acc: 94.3824, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1240, s2.loss_cls: 0.0411, s2.acc: 94.2708, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0573, loss: 1.1818 +2024-03-09 12:49:03,370 - mmdet - INFO - Epoch [2][2250/7330] lr: 4.612e-06, eta: 4 days, 15:15:36, time: 1.532, data_time: 0.144, memory: 21714, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1666, s0.acc: 94.6973, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2615, s1.loss_cls: 0.0815, s1.acc: 94.6758, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1223, s2.loss_cls: 0.0393, s2.acc: 94.6396, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0575, loss: 1.1547 +2024-03-09 12:50:26,237 - mmdet - INFO - Epoch [2][2300/7330] lr: 4.612e-06, eta: 4 days, 15:16:05, time: 1.657, data_time: 0.174, memory: 21714, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.1690, s0.acc: 94.5625, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2635, s1.loss_cls: 0.0841, s1.acc: 94.4301, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1236, s2.loss_cls: 0.0416, s2.acc: 94.2918, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0577, loss: 1.1661 +2024-03-09 12:51:46,517 - mmdet - INFO - Epoch [2][2350/7330] lr: 4.612e-06, eta: 4 days, 15:15:26, time: 1.606, data_time: 0.159, memory: 21714, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1609, s0.acc: 94.7710, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2537, s1.loss_cls: 0.0781, s1.acc: 94.7584, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1176, s2.loss_cls: 0.0384, s2.acc: 94.6764, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0549, loss: 1.1116 +2024-03-09 12:53:05,059 - mmdet - INFO - Epoch [2][2400/7330] lr: 4.612e-06, eta: 4 days, 15:14:01, time: 1.571, data_time: 0.170, memory: 21714, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.1716, s0.acc: 94.4292, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2668, s1.loss_cls: 0.0845, s1.acc: 94.3046, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1255, s2.loss_cls: 0.0415, s2.acc: 94.2178, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0582, loss: 1.1853 +2024-03-09 12:54:23,605 - mmdet - INFO - Epoch [2][2450/7330] lr: 4.612e-06, eta: 4 days, 15:12:37, time: 1.571, data_time: 0.139, memory: 21714, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.1740, s0.acc: 94.3689, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2587, s1.loss_cls: 0.0867, s1.acc: 94.2259, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1197, s2.loss_cls: 0.0434, s2.acc: 94.0472, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0557, loss: 1.1830 +2024-03-09 12:55:43,622 - mmdet - INFO - Epoch [2][2500/7330] lr: 4.612e-06, eta: 4 days, 15:11:50, time: 1.600, data_time: 0.190, memory: 21714, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1677, s0.acc: 94.6631, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2515, s1.loss_cls: 0.0823, s1.acc: 94.5616, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1158, s2.loss_cls: 0.0407, s2.acc: 94.4505, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0541, loss: 1.1322 +2024-03-09 12:57:04,802 - mmdet - INFO - Epoch [2][2550/7330] lr: 4.612e-06, eta: 4 days, 15:11:32, time: 1.623, data_time: 0.203, memory: 21714, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.1726, s0.acc: 94.3538, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2517, s1.loss_cls: 0.0837, s1.acc: 94.4386, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1177, s2.loss_cls: 0.0410, s2.acc: 94.3465, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0548, loss: 1.1684 +2024-03-09 12:58:23,863 - mmdet - INFO - Epoch [2][2600/7330] lr: 4.612e-06, eta: 4 days, 15:10:20, time: 1.582, data_time: 0.140, memory: 21714, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.1678, s0.acc: 94.5322, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2603, s1.loss_cls: 0.0833, s1.acc: 94.4088, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1220, s2.loss_cls: 0.0415, s2.acc: 94.2381, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0568, loss: 1.1624 +2024-03-09 12:59:41,655 - mmdet - INFO - Epoch [2][2650/7330] lr: 4.612e-06, eta: 4 days, 15:08:36, time: 1.556, data_time: 0.140, memory: 21714, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1595, s0.acc: 94.9656, s0.loss_bbox: 0.1989, s0.loss_mask: 0.2528, s1.loss_cls: 0.0774, s1.acc: 94.9544, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1190, s2.loss_cls: 0.0380, s2.acc: 94.7669, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0554, loss: 1.1082 +2024-03-09 13:00:59,761 - mmdet - INFO - Epoch [2][2700/7330] lr: 4.612e-06, eta: 4 days, 15:07:00, time: 1.562, data_time: 0.142, memory: 21714, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1727, s0.acc: 94.5083, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2683, s1.loss_cls: 0.0856, s1.acc: 94.3051, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1246, s2.loss_cls: 0.0423, s2.acc: 94.1259, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0580, loss: 1.1735 +2024-03-09 13:02:21,130 - mmdet - INFO - Epoch [2][2750/7330] lr: 4.612e-06, eta: 4 days, 15:06:46, time: 1.627, data_time: 0.177, memory: 21714, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.1720, s0.acc: 94.4607, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2540, s1.loss_cls: 0.0858, s1.acc: 94.2681, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1201, s2.loss_cls: 0.0423, s2.acc: 94.1781, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0562, loss: 1.1623 +2024-03-09 13:03:41,662 - mmdet - INFO - Epoch [2][2800/7330] lr: 4.612e-06, eta: 4 days, 15:06:10, time: 1.611, data_time: 0.159, memory: 21714, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1569, s0.acc: 94.9065, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2488, s1.loss_cls: 0.0774, s1.acc: 94.8078, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1162, s2.loss_cls: 0.0382, s2.acc: 94.7894, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0542, loss: 1.0987 +2024-03-09 13:05:01,725 - mmdet - INFO - Epoch [2][2850/7330] lr: 4.612e-06, eta: 4 days, 15:05:23, time: 1.601, data_time: 0.194, memory: 21714, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1573, s0.acc: 94.9465, s0.loss_bbox: 0.1985, s0.loss_mask: 0.2524, s1.loss_cls: 0.0785, s1.acc: 94.8305, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1199, s2.loss_cls: 0.0389, s2.acc: 94.6867, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0569, loss: 1.1112 +2024-03-09 13:06:21,583 - mmdet - INFO - Epoch [2][2900/7330] lr: 4.612e-06, eta: 4 days, 15:04:30, time: 1.597, data_time: 0.161, memory: 21714, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1666, s0.acc: 94.4863, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2566, s1.loss_cls: 0.0836, s1.acc: 94.2148, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1197, s2.loss_cls: 0.0412, s2.acc: 94.2508, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0556, loss: 1.1529 +2024-03-09 13:07:47,179 - mmdet - INFO - Epoch [2][2950/7330] lr: 4.612e-06, eta: 4 days, 15:05:58, time: 1.712, data_time: 0.130, memory: 21714, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1639, s0.acc: 94.7991, s0.loss_bbox: 0.2042, s0.loss_mask: 0.2563, s1.loss_cls: 0.0807, s1.acc: 94.7329, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1197, s2.loss_cls: 0.0397, s2.acc: 94.5620, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0566, loss: 1.1321 +2024-03-09 13:09:07,262 - mmdet - INFO - Epoch [2][3000/7330] lr: 4.612e-06, eta: 4 days, 15:05:09, time: 1.602, data_time: 0.145, memory: 21714, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1708, s0.acc: 94.4556, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2554, s1.loss_cls: 0.0843, s1.acc: 94.3346, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1202, s2.loss_cls: 0.0418, s2.acc: 94.2289, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0562, loss: 1.1558 +2024-03-09 13:10:27,000 - mmdet - INFO - Epoch [2][3050/7330] lr: 4.612e-06, eta: 4 days, 15:04:12, time: 1.595, data_time: 0.142, memory: 21714, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.1594, s0.acc: 94.7871, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2584, s1.loss_cls: 0.0791, s1.acc: 94.6934, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1223, s2.loss_cls: 0.0385, s2.acc: 94.6452, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0582, loss: 1.1335 +2024-03-09 13:11:50,458 - mmdet - INFO - Epoch [2][3100/7330] lr: 4.612e-06, eta: 4 days, 15:04:44, time: 1.669, data_time: 0.134, memory: 21714, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.1714, s0.acc: 94.4326, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2574, s1.loss_cls: 0.0861, s1.acc: 94.3190, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1212, s2.loss_cls: 0.0429, s2.acc: 94.2110, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0569, loss: 1.1729 +2024-03-09 13:13:07,065 - mmdet - INFO - Epoch [2][3150/7330] lr: 4.612e-06, eta: 4 days, 15:02:30, time: 1.532, data_time: 0.170, memory: 21714, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1619, s0.acc: 94.7959, s0.loss_bbox: 0.1978, s0.loss_mask: 0.2484, s1.loss_cls: 0.0816, s1.acc: 94.5803, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1160, s2.loss_cls: 0.0401, s2.acc: 94.5090, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0544, loss: 1.1079 +2024-03-09 13:14:28,716 - mmdet - INFO - Epoch [2][3200/7330] lr: 4.612e-06, eta: 4 days, 15:02:18, time: 1.633, data_time: 0.166, memory: 21714, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1669, s0.acc: 94.7239, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2559, s1.loss_cls: 0.0825, s1.acc: 94.5555, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1203, s2.loss_cls: 0.0401, s2.acc: 94.5235, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0566, loss: 1.1331 +2024-03-09 13:15:50,628 - mmdet - INFO - Epoch [2][3250/7330] lr: 4.612e-06, eta: 4 days, 15:02:12, time: 1.638, data_time: 0.133, memory: 21714, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.1756, s0.acc: 94.3387, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2647, s1.loss_cls: 0.0866, s1.acc: 94.2868, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1233, s2.loss_cls: 0.0425, s2.acc: 94.1366, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0576, loss: 1.1958 +2024-03-09 13:17:12,094 - mmdet - INFO - Epoch [2][3300/7330] lr: 4.612e-06, eta: 4 days, 15:01:54, time: 1.629, data_time: 0.190, memory: 21714, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.1705, s0.acc: 94.5649, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2553, s1.loss_cls: 0.0835, s1.acc: 94.4880, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1191, s2.loss_cls: 0.0406, s2.acc: 94.4757, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0559, loss: 1.1516 +2024-03-09 13:18:33,358 - mmdet - INFO - Epoch [2][3350/7330] lr: 4.612e-06, eta: 4 days, 15:01:30, time: 1.625, data_time: 0.193, memory: 21714, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1735, s0.acc: 94.3901, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2485, s1.loss_cls: 0.0863, s1.acc: 94.2503, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1163, s2.loss_cls: 0.0423, s2.acc: 94.1906, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0544, loss: 1.1478 +2024-03-09 13:19:56,187 - mmdet - INFO - Epoch [2][3400/7330] lr: 4.612e-06, eta: 4 days, 15:01:43, time: 1.657, data_time: 0.141, memory: 21714, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1659, s0.acc: 94.5815, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2535, s1.loss_cls: 0.0808, s1.acc: 94.6293, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1188, s2.loss_cls: 0.0398, s2.acc: 94.5032, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0555, loss: 1.1410 +2024-03-09 13:21:13,599 - mmdet - INFO - Epoch [2][3450/7330] lr: 4.612e-06, eta: 4 days, 14:59:48, time: 1.548, data_time: 0.162, memory: 21714, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1549, s0.acc: 95.0167, s0.loss_bbox: 0.1941, s0.loss_mask: 0.2482, s1.loss_cls: 0.0773, s1.acc: 94.8852, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1170, s2.loss_cls: 0.0382, s2.acc: 94.7344, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0549, loss: 1.0868 +2024-03-09 13:22:35,523 - mmdet - INFO - Epoch [2][3500/7330] lr: 4.612e-06, eta: 4 days, 14:59:39, time: 1.638, data_time: 0.149, memory: 21714, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1667, s0.acc: 94.7473, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2462, s1.loss_cls: 0.0814, s1.acc: 94.6571, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1152, s2.loss_cls: 0.0402, s2.acc: 94.6437, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0539, loss: 1.1200 +2024-03-09 13:23:54,542 - mmdet - INFO - Epoch [2][3550/7330] lr: 4.612e-06, eta: 4 days, 14:58:22, time: 1.580, data_time: 0.151, memory: 21714, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.1710, s0.acc: 94.5178, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2616, s1.loss_cls: 0.0856, s1.acc: 94.3589, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1228, s2.loss_cls: 0.0417, s2.acc: 94.2764, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0578, loss: 1.1693 +2024-03-09 13:25:14,852 - mmdet - INFO - Epoch [2][3600/7330] lr: 4.612e-06, eta: 4 days, 14:57:34, time: 1.606, data_time: 0.170, memory: 21714, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1727, s0.acc: 94.4036, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2514, s1.loss_cls: 0.0850, s1.acc: 94.2829, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1180, s2.loss_cls: 0.0425, s2.acc: 94.0906, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0556, loss: 1.1614 +2024-03-09 13:26:36,670 - mmdet - INFO - Epoch [2][3650/7330] lr: 4.612e-06, eta: 4 days, 14:57:21, time: 1.637, data_time: 0.163, memory: 21714, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1657, s0.acc: 94.6160, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2479, s1.loss_cls: 0.0825, s1.acc: 94.4869, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1166, s2.loss_cls: 0.0406, s2.acc: 94.3818, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0547, loss: 1.1259 +2024-03-09 13:27:55,074 - mmdet - INFO - Epoch [2][3700/7330] lr: 4.612e-06, eta: 4 days, 14:55:49, time: 1.568, data_time: 0.190, memory: 21714, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.1718, s0.acc: 94.5537, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2542, s1.loss_cls: 0.0852, s1.acc: 94.4515, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1187, s2.loss_cls: 0.0414, s2.acc: 94.3808, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0559, loss: 1.1497 +2024-03-09 13:29:16,186 - mmdet - INFO - Epoch [2][3750/7330] lr: 4.612e-06, eta: 4 days, 14:55:19, time: 1.622, data_time: 0.211, memory: 21714, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.1729, s0.acc: 94.4289, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2629, s1.loss_cls: 0.0855, s1.acc: 94.3063, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1238, s2.loss_cls: 0.0424, s2.acc: 94.1665, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0581, loss: 1.1902 +2024-03-09 13:30:34,621 - mmdet - INFO - Epoch [2][3800/7330] lr: 4.612e-06, eta: 4 days, 14:53:48, time: 1.569, data_time: 0.161, memory: 21714, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1640, s0.acc: 94.7414, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2577, s1.loss_cls: 0.0825, s1.acc: 94.5346, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1201, s2.loss_cls: 0.0412, s2.acc: 94.4052, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0563, loss: 1.1402 +2024-03-09 13:31:55,074 - mmdet - INFO - Epoch [2][3850/7330] lr: 4.612e-06, eta: 4 days, 14:53:02, time: 1.609, data_time: 0.171, memory: 21714, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1510, s0.acc: 95.0559, s0.loss_bbox: 0.1961, s0.loss_mask: 0.2462, s1.loss_cls: 0.0750, s1.acc: 94.8824, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1159, s2.loss_cls: 0.0375, s2.acc: 94.7228, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0548, loss: 1.0804 +2024-03-09 13:33:14,470 - mmdet - INFO - Epoch [2][3900/7330] lr: 4.612e-06, eta: 4 days, 14:51:52, time: 1.588, data_time: 0.205, memory: 21714, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.1709, s0.acc: 94.4490, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2530, s1.loss_cls: 0.0854, s1.acc: 94.1962, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1174, s2.loss_cls: 0.0424, s2.acc: 94.0036, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0547, loss: 1.1530 +2024-03-09 13:34:35,529 - mmdet - INFO - Epoch [2][3950/7330] lr: 4.612e-06, eta: 4 days, 14:51:20, time: 1.621, data_time: 0.132, memory: 21714, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.1574, s0.acc: 95.0303, s0.loss_bbox: 0.1953, s0.loss_mask: 0.2563, s1.loss_cls: 0.0788, s1.acc: 94.8118, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1189, s2.loss_cls: 0.0387, s2.acc: 94.7311, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0556, loss: 1.1094 +2024-03-09 13:35:56,412 - mmdet - INFO - Epoch [2][4000/7330] lr: 4.612e-06, eta: 4 days, 14:50:43, time: 1.618, data_time: 0.182, memory: 21714, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1689, s0.acc: 94.5376, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2497, s1.loss_cls: 0.0848, s1.acc: 94.4063, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1168, s2.loss_cls: 0.0416, s2.acc: 94.2636, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0546, loss: 1.1450 +2024-03-09 13:37:15,439 - mmdet - INFO - Epoch [2][4050/7330] lr: 4.612e-06, eta: 4 days, 14:49:24, time: 1.581, data_time: 0.129, memory: 21714, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1757, s0.acc: 94.4399, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2481, s1.loss_cls: 0.0848, s1.acc: 94.4119, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1158, s2.loss_cls: 0.0411, s2.acc: 94.3740, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0544, loss: 1.1445 +2024-03-09 13:38:37,590 - mmdet - INFO - Epoch [2][4100/7330] lr: 4.612e-06, eta: 4 days, 14:49:15, time: 1.643, data_time: 0.155, memory: 21714, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1623, s0.acc: 94.7837, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2472, s1.loss_cls: 0.0798, s1.acc: 94.6587, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1163, s2.loss_cls: 0.0395, s2.acc: 94.5804, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0548, loss: 1.1077 +2024-03-09 13:40:01,008 - mmdet - INFO - Epoch [2][4150/7330] lr: 4.612e-06, eta: 4 days, 14:49:33, time: 1.669, data_time: 0.167, memory: 21714, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1533, s0.acc: 95.0391, s0.loss_bbox: 0.1956, s0.loss_mask: 0.2436, s1.loss_cls: 0.0766, s1.acc: 94.9169, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1150, s2.loss_cls: 0.0377, s2.acc: 94.8707, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0536, loss: 1.0816 +2024-03-09 13:41:19,094 - mmdet - INFO - Epoch [2][4200/7330] lr: 4.612e-06, eta: 4 days, 14:47:53, time: 1.562, data_time: 0.147, memory: 21714, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1617, s0.acc: 94.7205, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2472, s1.loss_cls: 0.0813, s1.acc: 94.5331, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1153, s2.loss_cls: 0.0410, s2.acc: 94.2965, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0542, loss: 1.1190 +2024-03-09 13:42:40,362 - mmdet - INFO - Epoch [2][4250/7330] lr: 4.612e-06, eta: 4 days, 14:47:22, time: 1.625, data_time: 0.171, memory: 21714, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.1561, s0.acc: 94.9626, s0.loss_bbox: 0.1963, s0.loss_mask: 0.2597, s1.loss_cls: 0.0776, s1.acc: 94.8320, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1214, s2.loss_cls: 0.0393, s2.acc: 94.6055, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0568, loss: 1.1163 +2024-03-09 13:43:59,508 - mmdet - INFO - Epoch [2][4300/7330] lr: 4.612e-06, eta: 4 days, 14:46:06, time: 1.583, data_time: 0.148, memory: 21714, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.1649, s0.acc: 94.7393, s0.loss_bbox: 0.1972, s0.loss_mask: 0.2549, s1.loss_cls: 0.0828, s1.acc: 94.5443, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1190, s2.loss_cls: 0.0407, s2.acc: 94.5139, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0557, loss: 1.1305 +2024-03-09 13:45:19,694 - mmdet - INFO - Epoch [2][4350/7330] lr: 4.612e-06, eta: 4 days, 14:45:11, time: 1.604, data_time: 0.127, memory: 21714, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.1636, s0.acc: 94.6782, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2527, s1.loss_cls: 0.0819, s1.acc: 94.4979, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1179, s2.loss_cls: 0.0407, s2.acc: 94.3735, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0560, loss: 1.1327 +2024-03-09 13:46:41,857 - mmdet - INFO - Epoch [2][4400/7330] lr: 4.612e-06, eta: 4 days, 14:44:59, time: 1.643, data_time: 0.157, memory: 21714, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1638, s0.acc: 94.6609, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2617, s1.loss_cls: 0.0815, s1.acc: 94.4793, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1219, s2.loss_cls: 0.0402, s2.acc: 94.3708, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0571, loss: 1.1429 +2024-03-09 13:48:01,233 - mmdet - INFO - Epoch [2][4450/7330] lr: 4.612e-06, eta: 4 days, 14:43:47, time: 1.587, data_time: 0.163, memory: 21714, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1618, s0.acc: 94.8069, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2548, s1.loss_cls: 0.0803, s1.acc: 94.6945, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1205, s2.loss_cls: 0.0406, s2.acc: 94.4246, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0567, loss: 1.1297 +2024-03-09 13:49:24,078 - mmdet - INFO - Epoch [2][4500/7330] lr: 4.612e-06, eta: 4 days, 14:43:49, time: 1.657, data_time: 0.150, memory: 21714, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1761, s0.acc: 94.3640, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2536, s1.loss_cls: 0.0861, s1.acc: 94.3161, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1181, s2.loss_cls: 0.0418, s2.acc: 94.3075, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0550, loss: 1.1615 +2024-03-09 13:50:41,625 - mmdet - INFO - Epoch [2][4550/7330] lr: 4.612e-06, eta: 4 days, 14:41:57, time: 1.551, data_time: 0.160, memory: 21714, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.1628, s0.acc: 94.7314, s0.loss_bbox: 0.2015, s0.loss_mask: 0.2451, s1.loss_cls: 0.0800, s1.acc: 94.6564, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1142, s2.loss_cls: 0.0400, s2.acc: 94.4059, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0534, loss: 1.1108 +2024-03-09 13:51:57,481 - mmdet - INFO - Epoch [2][4600/7330] lr: 4.612e-06, eta: 4 days, 14:39:30, time: 1.517, data_time: 0.131, memory: 21714, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1619, s0.acc: 94.7341, s0.loss_bbox: 0.2010, s0.loss_mask: 0.2517, s1.loss_cls: 0.0801, s1.acc: 94.5962, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1159, s2.loss_cls: 0.0394, s2.acc: 94.5919, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0539, loss: 1.1065 +2024-03-09 13:53:11,663 - mmdet - INFO - Epoch [2][4650/7330] lr: 4.612e-06, eta: 4 days, 14:36:28, time: 1.484, data_time: 0.174, memory: 21714, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1691, s0.acc: 94.4590, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2606, s1.loss_cls: 0.0837, s1.acc: 94.2784, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1220, s2.loss_cls: 0.0414, s2.acc: 94.1480, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0577, loss: 1.1570 +2024-03-09 13:54:31,971 - mmdet - INFO - Epoch [2][4700/7330] lr: 4.612e-06, eta: 4 days, 14:35:36, time: 1.606, data_time: 0.152, memory: 21714, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1576, s0.acc: 94.8794, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2591, s1.loss_cls: 0.0767, s1.acc: 94.8914, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1218, s2.loss_cls: 0.0380, s2.acc: 94.6489, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0570, loss: 1.1293 +2024-03-09 13:55:48,213 - mmdet - INFO - Epoch [2][4750/7330] lr: 4.612e-06, eta: 4 days, 14:33:19, time: 1.525, data_time: 0.106, memory: 21714, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1582, s0.acc: 94.9434, s0.loss_bbox: 0.1966, s0.loss_mask: 0.2516, s1.loss_cls: 0.0784, s1.acc: 94.8544, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1179, s2.loss_cls: 0.0385, s2.acc: 94.7386, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0557, loss: 1.0993 +2024-03-09 13:57:07,853 - mmdet - INFO - Epoch [2][4800/7330] lr: 4.612e-06, eta: 4 days, 14:32:12, time: 1.593, data_time: 0.177, memory: 21714, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1641, s0.acc: 94.6274, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2532, s1.loss_cls: 0.0817, s1.acc: 94.5627, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1183, s2.loss_cls: 0.0411, s2.acc: 94.3897, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0555, loss: 1.1410 +2024-03-09 13:58:29,012 - mmdet - INFO - Epoch [2][4850/7330] lr: 4.612e-06, eta: 4 days, 14:31:37, time: 1.623, data_time: 0.148, memory: 21714, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.1650, s0.acc: 94.7300, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2535, s1.loss_cls: 0.0818, s1.acc: 94.6960, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1186, s2.loss_cls: 0.0410, s2.acc: 94.4761, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0551, loss: 1.1432 +2024-03-09 13:59:46,878 - mmdet - INFO - Epoch [2][4900/7330] lr: 4.612e-06, eta: 4 days, 14:29:54, time: 1.557, data_time: 0.172, memory: 21714, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1632, s0.acc: 94.6653, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2468, s1.loss_cls: 0.0807, s1.acc: 94.6158, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1152, s2.loss_cls: 0.0395, s2.acc: 94.5733, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0534, loss: 1.1103 +2024-03-09 14:01:06,422 - mmdet - INFO - Epoch [2][4950/7330] lr: 4.612e-06, eta: 4 days, 14:28:45, time: 1.591, data_time: 0.188, memory: 21714, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1581, s0.acc: 94.6987, s0.loss_bbox: 0.2003, s0.loss_mask: 0.2468, s1.loss_cls: 0.0797, s1.acc: 94.5045, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1152, s2.loss_cls: 0.0398, s2.acc: 94.3830, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0539, loss: 1.1026 +2024-03-09 14:02:27,175 - mmdet - INFO - Epoch [2][5000/7330] lr: 4.612e-06, eta: 4 days, 14:28:01, time: 1.615, data_time: 0.166, memory: 21714, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1643, s0.acc: 94.6577, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2539, s1.loss_cls: 0.0804, s1.acc: 94.6385, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1191, s2.loss_cls: 0.0397, s2.acc: 94.5247, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0557, loss: 1.1397 +2024-03-09 14:03:50,489 - mmdet - INFO - Epoch [2][5050/7330] lr: 4.612e-06, eta: 4 days, 14:28:09, time: 1.667, data_time: 0.171, memory: 21714, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.1713, s0.acc: 94.4673, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2573, s1.loss_cls: 0.0855, s1.acc: 94.2865, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1181, s2.loss_cls: 0.0425, s2.acc: 94.1820, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0553, loss: 1.1635 +2024-03-09 14:05:13,392 - mmdet - INFO - Epoch [2][5100/7330] lr: 4.612e-06, eta: 4 days, 14:28:07, time: 1.658, data_time: 0.170, memory: 21714, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.1714, s0.acc: 94.3879, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2569, s1.loss_cls: 0.0846, s1.acc: 94.3022, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1201, s2.loss_cls: 0.0429, s2.acc: 94.0495, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0565, loss: 1.1588 +2024-03-09 14:06:30,118 - mmdet - INFO - Epoch [2][5150/7330] lr: 4.612e-06, eta: 4 days, 14:26:01, time: 1.535, data_time: 0.170, memory: 21714, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1690, s0.acc: 94.5864, s0.loss_bbox: 0.2019, s0.loss_mask: 0.2508, s1.loss_cls: 0.0836, s1.acc: 94.4925, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1178, s2.loss_cls: 0.0412, s2.acc: 94.4780, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0553, loss: 1.1258 +2024-03-09 14:07:44,868 - mmdet - INFO - Epoch [2][5200/7330] lr: 4.612e-06, eta: 4 days, 14:23:15, time: 1.495, data_time: 0.108, memory: 21714, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1680, s0.acc: 94.6472, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2468, s1.loss_cls: 0.0838, s1.acc: 94.4339, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1150, s2.loss_cls: 0.0408, s2.acc: 94.4257, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0540, loss: 1.1208 +2024-03-09 14:09:01,584 - mmdet - INFO - Epoch [2][5250/7330] lr: 4.612e-06, eta: 4 days, 14:21:09, time: 1.534, data_time: 0.161, memory: 21714, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1463, s0.acc: 95.2300, s0.loss_bbox: 0.1916, s0.loss_mask: 0.2396, s1.loss_cls: 0.0729, s1.acc: 95.0891, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1128, s2.loss_cls: 0.0367, s2.acc: 94.9500, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0532, loss: 1.0533 +2024-03-09 14:10:16,532 - mmdet - INFO - Epoch [2][5300/7330] lr: 4.612e-06, eta: 4 days, 14:18:29, time: 1.499, data_time: 0.158, memory: 21714, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1648, s0.acc: 94.6406, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2548, s1.loss_cls: 0.0827, s1.acc: 94.4538, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1195, s2.loss_cls: 0.0412, s2.acc: 94.3494, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0557, loss: 1.1431 +2024-03-09 14:11:35,910 - mmdet - INFO - Epoch [2][5350/7330] lr: 4.612e-06, eta: 4 days, 14:17:17, time: 1.588, data_time: 0.148, memory: 21714, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.1753, s0.acc: 94.3599, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2567, s1.loss_cls: 0.0871, s1.acc: 94.2463, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1218, s2.loss_cls: 0.0434, s2.acc: 94.0255, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0570, loss: 1.1812 +2024-03-09 14:12:50,814 - mmdet - INFO - Epoch [2][5400/7330] lr: 4.612e-06, eta: 4 days, 14:14:36, time: 1.498, data_time: 0.127, memory: 21714, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1630, s0.acc: 94.7312, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2450, s1.loss_cls: 0.0809, s1.acc: 94.6672, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1151, s2.loss_cls: 0.0401, s2.acc: 94.3767, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0539, loss: 1.1078 +2024-03-09 14:14:06,678 - mmdet - INFO - Epoch [2][5450/7330] lr: 4.612e-06, eta: 4 days, 14:12:15, time: 1.517, data_time: 0.121, memory: 21714, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1670, s0.acc: 94.5120, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2528, s1.loss_cls: 0.0843, s1.acc: 94.2475, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1186, s2.loss_cls: 0.0423, s2.acc: 94.0701, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0550, loss: 1.1469 +2024-03-09 14:15:24,802 - mmdet - INFO - Epoch [2][5500/7330] lr: 4.612e-06, eta: 4 days, 14:10:39, time: 1.563, data_time: 0.201, memory: 21714, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1711, s0.acc: 94.5439, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2536, s1.loss_cls: 0.0839, s1.acc: 94.4259, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1185, s2.loss_cls: 0.0415, s2.acc: 94.3011, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0557, loss: 1.1498 +2024-03-09 14:16:45,102 - mmdet - INFO - Epoch [2][5550/7330] lr: 4.612e-06, eta: 4 days, 14:09:46, time: 1.606, data_time: 0.161, memory: 21714, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1605, s0.acc: 94.6965, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2491, s1.loss_cls: 0.0798, s1.acc: 94.4483, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1168, s2.loss_cls: 0.0402, s2.acc: 94.1694, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0543, loss: 1.1159 +2024-03-09 14:18:07,458 - mmdet - INFO - Epoch [2][5600/7330] lr: 4.612e-06, eta: 4 days, 14:09:31, time: 1.647, data_time: 0.167, memory: 21714, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1602, s0.acc: 94.7732, s0.loss_bbox: 0.1982, s0.loss_mask: 0.2472, s1.loss_cls: 0.0794, s1.acc: 94.6986, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1148, s2.loss_cls: 0.0394, s2.acc: 94.5379, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0540, loss: 1.0997 +2024-03-09 14:19:28,446 - mmdet - INFO - Epoch [2][5650/7330] lr: 4.612e-06, eta: 4 days, 14:08:51, time: 1.620, data_time: 0.165, memory: 21714, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.1646, s0.acc: 94.6316, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2525, s1.loss_cls: 0.0812, s1.acc: 94.5745, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1171, s2.loss_cls: 0.0407, s2.acc: 94.3780, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0547, loss: 1.1316 +2024-03-09 14:20:50,152 - mmdet - INFO - Epoch [2][5700/7330] lr: 4.612e-06, eta: 4 days, 14:08:24, time: 1.634, data_time: 0.126, memory: 21714, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1642, s0.acc: 94.7537, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2505, s1.loss_cls: 0.0815, s1.acc: 94.6303, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1183, s2.loss_cls: 0.0404, s2.acc: 94.3843, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0553, loss: 1.1269 +2024-03-09 14:22:07,701 - mmdet - INFO - Epoch [2][5750/7330] lr: 4.612e-06, eta: 4 days, 14:06:36, time: 1.551, data_time: 0.130, memory: 21714, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1665, s0.acc: 94.5621, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2532, s1.loss_cls: 0.0840, s1.acc: 94.3440, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1182, s2.loss_cls: 0.0417, s2.acc: 94.2206, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0548, loss: 1.1405 +2024-03-09 14:23:25,393 - mmdet - INFO - Epoch [2][5800/7330] lr: 4.612e-06, eta: 4 days, 14:04:52, time: 1.554, data_time: 0.142, memory: 21714, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1544, s0.acc: 95.0517, s0.loss_bbox: 0.1888, s0.loss_mask: 0.2451, s1.loss_cls: 0.0778, s1.acc: 94.7976, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1145, s2.loss_cls: 0.0384, s2.acc: 94.7714, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0537, loss: 1.0739 +2024-03-09 14:24:42,065 - mmdet - INFO - Epoch [2][5850/7330] lr: 4.612e-06, eta: 4 days, 14:02:48, time: 1.533, data_time: 0.182, memory: 21714, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1578, s0.acc: 94.8623, s0.loss_bbox: 0.1983, s0.loss_mask: 0.2572, s1.loss_cls: 0.0774, s1.acc: 94.7432, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1210, s2.loss_cls: 0.0386, s2.acc: 94.6244, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0567, loss: 1.1150 +2024-03-09 14:26:03,379 - mmdet - INFO - Epoch [2][5900/7330] lr: 4.612e-06, eta: 4 days, 14:02:12, time: 1.626, data_time: 0.136, memory: 21714, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1683, s0.acc: 94.6560, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2554, s1.loss_cls: 0.0829, s1.acc: 94.5761, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1215, s2.loss_cls: 0.0410, s2.acc: 94.3805, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0571, loss: 1.1564 +2024-03-09 14:27:28,925 - mmdet - INFO - Epoch [2][5950/7330] lr: 4.612e-06, eta: 4 days, 14:02:57, time: 1.711, data_time: 0.187, memory: 21714, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1686, s0.acc: 94.6214, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2540, s1.loss_cls: 0.0820, s1.acc: 94.5340, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1196, s2.loss_cls: 0.0409, s2.acc: 94.3776, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0568, loss: 1.1460 +2024-03-09 14:28:48,035 - mmdet - INFO - Epoch [2][6000/7330] lr: 4.612e-06, eta: 4 days, 14:01:39, time: 1.582, data_time: 0.126, memory: 21714, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1545, s0.acc: 94.9326, s0.loss_bbox: 0.1920, s0.loss_mask: 0.2578, s1.loss_cls: 0.0763, s1.acc: 94.8293, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1208, s2.loss_cls: 0.0383, s2.acc: 94.6085, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0563, loss: 1.1027 +2024-03-09 14:30:09,859 - mmdet - INFO - Epoch [2][6050/7330] lr: 4.612e-06, eta: 4 days, 14:01:12, time: 1.636, data_time: 0.199, memory: 21714, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.1646, s0.acc: 94.6226, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2512, s1.loss_cls: 0.0828, s1.acc: 94.3303, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1189, s2.loss_cls: 0.0411, s2.acc: 94.1195, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0561, loss: 1.1341 +2024-03-09 14:31:32,329 - mmdet - INFO - Epoch [2][6100/7330] lr: 4.612e-06, eta: 4 days, 14:00:56, time: 1.649, data_time: 0.157, memory: 21714, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1731, s0.acc: 94.4883, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2491, s1.loss_cls: 0.0857, s1.acc: 94.4054, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1165, s2.loss_cls: 0.0418, s2.acc: 94.3032, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0543, loss: 1.1507 +2024-03-09 14:32:56,408 - mmdet - INFO - Epoch [2][6150/7330] lr: 4.612e-06, eta: 4 days, 14:01:10, time: 1.682, data_time: 0.234, memory: 21714, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1644, s0.acc: 94.6597, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2526, s1.loss_cls: 0.0807, s1.acc: 94.6864, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1189, s2.loss_cls: 0.0398, s2.acc: 94.5151, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0560, loss: 1.1291 +2024-03-09 14:34:17,208 - mmdet - INFO - Epoch [2][6200/7330] lr: 4.612e-06, eta: 4 days, 14:00:23, time: 1.616, data_time: 0.176, memory: 21714, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1616, s0.acc: 94.7347, s0.loss_bbox: 0.1976, s0.loss_mask: 0.2505, s1.loss_cls: 0.0805, s1.acc: 94.6341, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1176, s2.loss_cls: 0.0398, s2.acc: 94.5413, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0550, loss: 1.1086 +2024-03-09 14:35:31,560 - mmdet - INFO - Epoch [2][6250/7330] lr: 4.612e-06, eta: 4 days, 13:57:36, time: 1.487, data_time: 0.115, memory: 21714, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1700, s0.acc: 94.4509, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2551, s1.loss_cls: 0.0851, s1.acc: 94.2424, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1197, s2.loss_cls: 0.0423, s2.acc: 94.1245, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0561, loss: 1.1512 +2024-03-09 14:36:47,879 - mmdet - INFO - Epoch [2][6300/7330] lr: 4.612e-06, eta: 4 days, 13:55:26, time: 1.526, data_time: 0.146, memory: 21714, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1674, s0.acc: 94.4434, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2416, s1.loss_cls: 0.0840, s1.acc: 94.2674, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1137, s2.loss_cls: 0.0415, s2.acc: 94.1349, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0537, loss: 1.1171 +2024-03-09 14:38:07,193 - mmdet - INFO - Epoch [2][6350/7330] lr: 4.612e-06, eta: 4 days, 13:54:12, time: 1.587, data_time: 0.180, memory: 21714, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1716, s0.acc: 94.3455, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2567, s1.loss_cls: 0.0847, s1.acc: 94.1637, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1203, s2.loss_cls: 0.0411, s2.acc: 94.2368, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0564, loss: 1.1745 +2024-03-09 14:39:26,554 - mmdet - INFO - Epoch [2][6400/7330] lr: 4.612e-06, eta: 4 days, 13:52:58, time: 1.587, data_time: 0.152, memory: 21714, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1613, s0.acc: 94.7063, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2520, s1.loss_cls: 0.0802, s1.acc: 94.5367, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1190, s2.loss_cls: 0.0401, s2.acc: 94.3786, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0560, loss: 1.1254 +2024-03-09 14:40:47,372 - mmdet - INFO - Epoch [2][6450/7330] lr: 4.612e-06, eta: 4 days, 13:52:11, time: 1.616, data_time: 0.162, memory: 21714, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1556, s0.acc: 94.8840, s0.loss_bbox: 0.1968, s0.loss_mask: 0.2488, s1.loss_cls: 0.0776, s1.acc: 94.7876, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1177, s2.loss_cls: 0.0392, s2.acc: 94.5495, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0558, loss: 1.0939 +2024-03-09 14:42:05,922 - mmdet - INFO - Epoch [2][6500/7330] lr: 4.612e-06, eta: 4 days, 13:50:42, time: 1.571, data_time: 0.152, memory: 21714, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1686, s0.acc: 94.5852, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2520, s1.loss_cls: 0.0826, s1.acc: 94.5204, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1193, s2.loss_cls: 0.0409, s2.acc: 94.4256, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0562, loss: 1.1403 +2024-03-09 14:43:29,466 - mmdet - INFO - Epoch [2][6550/7330] lr: 4.612e-06, eta: 4 days, 13:50:44, time: 1.671, data_time: 0.201, memory: 21714, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.1637, s0.acc: 94.7686, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2531, s1.loss_cls: 0.0804, s1.acc: 94.7047, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1187, s2.loss_cls: 0.0394, s2.acc: 94.5647, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0555, loss: 1.1244 +2024-03-09 14:44:51,863 - mmdet - INFO - Epoch [2][6600/7330] lr: 4.612e-06, eta: 4 days, 13:50:24, time: 1.648, data_time: 0.160, memory: 21714, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1574, s0.acc: 94.9580, s0.loss_bbox: 0.2035, s0.loss_mask: 0.2482, s1.loss_cls: 0.0785, s1.acc: 94.7922, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1160, s2.loss_cls: 0.0392, s2.acc: 94.6905, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0546, loss: 1.1068 +2024-03-09 14:46:10,222 - mmdet - INFO - Epoch [2][6650/7330] lr: 4.612e-06, eta: 4 days, 13:48:51, time: 1.567, data_time: 0.151, memory: 21714, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1653, s0.acc: 94.5710, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2464, s1.loss_cls: 0.0825, s1.acc: 94.4857, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1155, s2.loss_cls: 0.0418, s2.acc: 94.1703, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0534, loss: 1.1224 +2024-03-09 14:47:32,862 - mmdet - INFO - Epoch [2][6700/7330] lr: 4.612e-06, eta: 4 days, 13:48:36, time: 1.653, data_time: 0.195, memory: 21714, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1620, s0.acc: 94.6946, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2534, s1.loss_cls: 0.0803, s1.acc: 94.5913, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1164, s2.loss_cls: 0.0394, s2.acc: 94.4960, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0539, loss: 1.1243 +2024-03-09 14:48:47,777 - mmdet - INFO - Epoch [2][6750/7330] lr: 4.612e-06, eta: 4 days, 13:46:02, time: 1.498, data_time: 0.128, memory: 21714, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1614, s0.acc: 94.6626, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2419, s1.loss_cls: 0.0798, s1.acc: 94.5459, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1143, s2.loss_cls: 0.0399, s2.acc: 94.3979, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0542, loss: 1.1118 +2024-03-09 14:50:10,674 - mmdet - INFO - Epoch [2][6800/7330] lr: 4.612e-06, eta: 4 days, 13:45:50, time: 1.658, data_time: 0.182, memory: 21714, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1569, s0.acc: 94.9158, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2561, s1.loss_cls: 0.0798, s1.acc: 94.6657, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1191, s2.loss_cls: 0.0395, s2.acc: 94.4703, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0556, loss: 1.1088 +2024-03-09 14:51:29,194 - mmdet - INFO - Epoch [2][6850/7330] lr: 4.612e-06, eta: 4 days, 13:44:21, time: 1.570, data_time: 0.188, memory: 21714, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1615, s0.acc: 94.6636, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2482, s1.loss_cls: 0.0803, s1.acc: 94.5482, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1164, s2.loss_cls: 0.0404, s2.acc: 94.3084, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0550, loss: 1.1217 +2024-03-09 14:52:48,798 - mmdet - INFO - Epoch [2][6900/7330] lr: 4.612e-06, eta: 4 days, 13:43:10, time: 1.592, data_time: 0.179, memory: 21714, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1628, s0.acc: 94.6807, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2527, s1.loss_cls: 0.0802, s1.acc: 94.6314, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1200, s2.loss_cls: 0.0398, s2.acc: 94.4545, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0565, loss: 1.1465 +2024-03-09 14:54:10,320 - mmdet - INFO - Epoch [2][6950/7330] lr: 4.612e-06, eta: 4 days, 13:42:33, time: 1.631, data_time: 0.171, memory: 21714, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1591, s0.acc: 94.8940, s0.loss_bbox: 0.1989, s0.loss_mask: 0.2474, s1.loss_cls: 0.0785, s1.acc: 94.7884, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1157, s2.loss_cls: 0.0388, s2.acc: 94.5585, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0546, loss: 1.0981 +2024-03-09 14:55:32,531 - mmdet - INFO - Epoch [2][7000/7330] lr: 4.612e-06, eta: 4 days, 13:42:08, time: 1.644, data_time: 0.147, memory: 21714, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.1712, s0.acc: 94.4260, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2512, s1.loss_cls: 0.0851, s1.acc: 94.3170, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1178, s2.loss_cls: 0.0424, s2.acc: 94.1851, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0551, loss: 1.1475 +2024-03-09 14:56:51,165 - mmdet - INFO - Epoch [2][7050/7330] lr: 4.612e-06, eta: 4 days, 13:40:40, time: 1.573, data_time: 0.160, memory: 21714, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1618, s0.acc: 94.6631, s0.loss_bbox: 0.1970, s0.loss_mask: 0.2512, s1.loss_cls: 0.0813, s1.acc: 94.5414, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1181, s2.loss_cls: 0.0413, s2.acc: 94.3183, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0554, loss: 1.1106 +2024-03-09 14:58:11,193 - mmdet - INFO - Epoch [2][7100/7330] lr: 4.612e-06, eta: 4 days, 13:39:37, time: 1.601, data_time: 0.185, memory: 21714, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1706, s0.acc: 94.5254, s0.loss_bbox: 0.2003, s0.loss_mask: 0.2453, s1.loss_cls: 0.0866, s1.acc: 94.3024, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1161, s2.loss_cls: 0.0423, s2.acc: 94.3292, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0554, loss: 1.1282 +2024-03-09 14:59:30,434 - mmdet - INFO - Epoch [2][7150/7330] lr: 4.612e-06, eta: 4 days, 13:38:20, time: 1.585, data_time: 0.157, memory: 21714, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.1588, s0.acc: 94.9719, s0.loss_bbox: 0.1959, s0.loss_mask: 0.2407, s1.loss_cls: 0.0797, s1.acc: 94.8589, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1140, s2.loss_cls: 0.0392, s2.acc: 94.7934, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0537, loss: 1.0935 +2024-03-09 15:00:50,859 - mmdet - INFO - Epoch [2][7200/7330] lr: 4.612e-06, eta: 4 days, 13:37:22, time: 1.608, data_time: 0.171, memory: 21714, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1620, s0.acc: 94.8763, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2457, s1.loss_cls: 0.0802, s1.acc: 94.6602, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1151, s2.loss_cls: 0.0394, s2.acc: 94.5463, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0542, loss: 1.1057 +2024-03-09 15:02:10,337 - mmdet - INFO - Epoch [2][7250/7330] lr: 4.612e-06, eta: 4 days, 13:36:10, time: 1.590, data_time: 0.170, memory: 21714, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1569, s0.acc: 94.8805, s0.loss_bbox: 0.1958, s0.loss_mask: 0.2486, s1.loss_cls: 0.0780, s1.acc: 94.7297, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1164, s2.loss_cls: 0.0385, s2.acc: 94.6489, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0543, loss: 1.0972 +2024-03-09 15:03:29,608 - mmdet - INFO - Epoch [2][7300/7330] lr: 4.612e-06, eta: 4 days, 13:34:53, time: 1.585, data_time: 0.194, memory: 21714, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1532, s0.acc: 94.9673, s0.loss_bbox: 0.1971, s0.loss_mask: 0.2359, s1.loss_cls: 0.0773, s1.acc: 94.8371, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1109, s2.loss_cls: 0.0386, s2.acc: 94.6123, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0518, loss: 1.0716 +2024-03-09 15:04:11,359 - mmdet - INFO - Saving checkpoint at 2 epochs +2024-03-09 15:11:58,502 - mmdet - INFO - Evaluating bbox... +2024-03-09 15:12:31,571 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.392 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.561 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.428 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.193 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.441 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.549 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.527 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.527 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.527 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.275 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.595 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.719 + +2024-03-09 15:12:31,571 - mmdet - INFO - Evaluating segm... +2024-03-09 15:13:06,509 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.351 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.542 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.379 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.135 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.391 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.539 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.469 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.469 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.469 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.228 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.532 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.659 + +2024-03-09 15:13:07,097 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-09 15:13:07,099 - mmdet - INFO - Epoch(val) [2][1250] bbox_mAP: 0.3920, bbox_mAP_50: 0.5610, bbox_mAP_75: 0.4280, bbox_mAP_s: 0.1930, bbox_mAP_m: 0.4410, bbox_mAP_l: 0.5490, bbox_mAP_copypaste: 0.392 0.561 0.428 0.193 0.441 0.549, segm_mAP: 0.3510, segm_mAP_50: 0.5420, segm_mAP_75: 0.3790, segm_mAP_s: 0.1350, segm_mAP_m: 0.3910, segm_mAP_l: 0.5390, segm_mAP_copypaste: 0.351 0.542 0.379 0.135 0.391 0.539 +2024-03-09 15:14:32,640 - mmdet - INFO - Epoch [3][50/7330] lr: 4.612e-06, eta: 4 days, 13:20:49, time: 1.686, data_time: 0.260, memory: 21714, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1624, s0.acc: 94.6606, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2529, s1.loss_cls: 0.0804, s1.acc: 94.5230, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1188, s2.loss_cls: 0.0401, s2.acc: 94.3340, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0563, loss: 1.1291 +2024-03-09 15:15:55,580 - mmdet - INFO - Epoch [3][100/7330] lr: 4.612e-06, eta: 4 days, 13:20:37, time: 1.658, data_time: 0.187, memory: 21714, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1444, s0.acc: 95.1877, s0.loss_bbox: 0.1945, s0.loss_mask: 0.2398, s1.loss_cls: 0.0727, s1.acc: 95.0605, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1122, s2.loss_cls: 0.0363, s2.acc: 94.9710, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0525, loss: 1.0538 +2024-03-09 15:17:13,810 - mmdet - INFO - Epoch [3][150/7330] lr: 4.612e-06, eta: 4 days, 13:19:05, time: 1.565, data_time: 0.179, memory: 21714, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1561, s0.acc: 94.8418, s0.loss_bbox: 0.1991, s0.loss_mask: 0.2544, s1.loss_cls: 0.0781, s1.acc: 94.6634, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1193, s2.loss_cls: 0.0386, s2.acc: 94.5987, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0560, loss: 1.1040 +2024-03-09 15:18:38,220 - mmdet - INFO - Epoch [3][200/7330] lr: 4.612e-06, eta: 4 days, 13:19:16, time: 1.688, data_time: 0.125, memory: 21714, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.1635, s0.acc: 94.4915, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2527, s1.loss_cls: 0.0803, s1.acc: 94.4517, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1201, s2.loss_cls: 0.0404, s2.acc: 94.0573, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0562, loss: 1.1503 +2024-03-09 15:20:00,104 - mmdet - INFO - Epoch [3][250/7330] lr: 4.612e-06, eta: 4 days, 13:18:45, time: 1.638, data_time: 0.209, memory: 21714, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1641, s0.acc: 94.6150, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2488, s1.loss_cls: 0.0802, s1.acc: 94.5861, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1186, s2.loss_cls: 0.0399, s2.acc: 94.3598, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0557, loss: 1.1380 +2024-03-09 15:21:21,687 - mmdet - INFO - Epoch [3][300/7330] lr: 4.612e-06, eta: 4 days, 13:18:09, time: 1.632, data_time: 0.144, memory: 21714, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1485, s0.acc: 95.1462, s0.loss_bbox: 0.1878, s0.loss_mask: 0.2389, s1.loss_cls: 0.0727, s1.acc: 95.0884, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1130, s2.loss_cls: 0.0358, s2.acc: 95.0542, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0527, loss: 1.0438 +2024-03-09 15:22:35,260 - mmdet - INFO - Epoch [3][350/7330] lr: 4.612e-06, eta: 4 days, 13:15:19, time: 1.471, data_time: 0.185, memory: 21714, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1545, s0.acc: 94.9287, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2440, s1.loss_cls: 0.0754, s1.acc: 94.8879, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1147, s2.loss_cls: 0.0369, s2.acc: 94.8093, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0538, loss: 1.0942 +2024-03-09 15:23:54,130 - mmdet - INFO - Epoch [3][400/7330] lr: 4.612e-06, eta: 4 days, 13:13:57, time: 1.577, data_time: 0.164, memory: 21714, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1591, s0.acc: 94.8433, s0.loss_bbox: 0.1984, s0.loss_mask: 0.2455, s1.loss_cls: 0.0791, s1.acc: 94.7383, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1148, s2.loss_cls: 0.0397, s2.acc: 94.5442, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0542, loss: 1.1019 +2024-03-09 15:25:12,665 - mmdet - INFO - Epoch [3][450/7330] lr: 4.612e-06, eta: 4 days, 13:12:30, time: 1.571, data_time: 0.155, memory: 21714, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1570, s0.acc: 94.9226, s0.loss_bbox: 0.1953, s0.loss_mask: 0.2438, s1.loss_cls: 0.0778, s1.acc: 94.7520, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1159, s2.loss_cls: 0.0392, s2.acc: 94.5223, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0546, loss: 1.0915 +2024-03-09 15:26:29,025 - mmdet - INFO - Epoch [3][500/7330] lr: 4.612e-06, eta: 4 days, 13:10:28, time: 1.527, data_time: 0.135, memory: 21714, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1562, s0.acc: 94.9258, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2456, s1.loss_cls: 0.0765, s1.acc: 94.7709, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1143, s2.loss_cls: 0.0391, s2.acc: 94.4378, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0535, loss: 1.0933 +2024-03-09 15:27:51,002 - mmdet - INFO - Epoch [3][550/7330] lr: 4.612e-06, eta: 4 days, 13:09:57, time: 1.639, data_time: 0.144, memory: 21714, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1654, s0.acc: 94.5662, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2496, s1.loss_cls: 0.0803, s1.acc: 94.6391, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1168, s2.loss_cls: 0.0398, s2.acc: 94.5273, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0545, loss: 1.1362 +2024-03-09 15:29:13,509 - mmdet - INFO - Epoch [3][600/7330] lr: 4.612e-06, eta: 4 days, 13:09:35, time: 1.650, data_time: 0.193, memory: 21907, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1773, s0.acc: 93.9612, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2535, s1.loss_cls: 0.0865, s1.acc: 94.1058, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1177, s2.loss_cls: 0.0429, s2.acc: 94.0729, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0542, loss: 1.1802 +2024-03-09 15:30:39,411 - mmdet - INFO - Epoch [3][650/7330] lr: 4.612e-06, eta: 4 days, 13:10:07, time: 1.718, data_time: 0.145, memory: 21907, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1911, s0.acc: 93.7036, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2589, s1.loss_cls: 0.0916, s1.acc: 93.7182, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1206, s2.loss_cls: 0.0446, s2.acc: 93.8569, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0563, loss: 1.2298 +2024-03-09 15:31:56,388 - mmdet - INFO - Epoch [3][700/7330] lr: 4.612e-06, eta: 4 days, 13:08:15, time: 1.540, data_time: 0.138, memory: 21907, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1640, s0.acc: 94.5808, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2503, s1.loss_cls: 0.0804, s1.acc: 94.6034, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1191, s2.loss_cls: 0.0399, s2.acc: 94.4078, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0561, loss: 1.1350 +2024-03-09 15:33:17,694 - mmdet - INFO - Epoch [3][750/7330] lr: 4.612e-06, eta: 4 days, 13:07:32, time: 1.626, data_time: 0.200, memory: 21907, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1813, s0.acc: 94.0625, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2477, s1.loss_cls: 0.0877, s1.acc: 94.0600, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1165, s2.loss_cls: 0.0432, s2.acc: 93.9053, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0546, loss: 1.1765 +2024-03-09 15:34:38,610 - mmdet - INFO - Epoch [3][800/7330] lr: 4.612e-06, eta: 4 days, 13:06:43, time: 1.618, data_time: 0.181, memory: 21907, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1675, s0.acc: 94.3547, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2520, s1.loss_cls: 0.0821, s1.acc: 94.2916, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1197, s2.loss_cls: 0.0407, s2.acc: 94.2018, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0560, loss: 1.1524 +2024-03-09 15:36:00,009 - mmdet - INFO - Epoch [3][850/7330] lr: 4.612e-06, eta: 4 days, 13:06:01, time: 1.628, data_time: 0.201, memory: 21907, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1783, s0.acc: 94.2793, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2499, s1.loss_cls: 0.0868, s1.acc: 94.2822, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1164, s2.loss_cls: 0.0423, s2.acc: 94.1695, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0539, loss: 1.1621 +2024-03-09 15:37:18,762 - mmdet - INFO - Epoch [3][900/7330] lr: 4.612e-06, eta: 4 days, 13:04:37, time: 1.575, data_time: 0.129, memory: 21907, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1631, s0.acc: 94.5210, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2474, s1.loss_cls: 0.0797, s1.acc: 94.5090, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1161, s2.loss_cls: 0.0396, s2.acc: 94.3988, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0541, loss: 1.1274 +2024-03-09 15:38:36,544 - mmdet - INFO - Epoch [3][950/7330] lr: 4.612e-06, eta: 4 days, 13:02:58, time: 1.556, data_time: 0.145, memory: 21907, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1765, s0.acc: 94.1621, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2509, s1.loss_cls: 0.0865, s1.acc: 94.0895, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1187, s2.loss_cls: 0.0429, s2.acc: 93.9402, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0558, loss: 1.1808 +2024-03-09 15:39:52,435 - mmdet - INFO - Epoch [3][1000/7330] lr: 4.612e-06, eta: 4 days, 13:00:48, time: 1.518, data_time: 0.177, memory: 21907, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1703, s0.acc: 94.3997, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2443, s1.loss_cls: 0.0835, s1.acc: 94.2459, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1137, s2.loss_cls: 0.0414, s2.acc: 94.1933, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0528, loss: 1.1431 +2024-03-09 15:41:13,300 - mmdet - INFO - Epoch [3][1050/7330] lr: 4.612e-06, eta: 4 days, 12:59:58, time: 1.617, data_time: 0.142, memory: 21907, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1709, s0.acc: 94.3867, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2460, s1.loss_cls: 0.0843, s1.acc: 94.3330, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1152, s2.loss_cls: 0.0424, s2.acc: 94.1088, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0541, loss: 1.1532 +2024-03-09 15:42:31,357 - mmdet - INFO - Epoch [3][1100/7330] lr: 4.612e-06, eta: 4 days, 12:58:23, time: 1.561, data_time: 0.110, memory: 21907, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1648, s0.acc: 94.5154, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2487, s1.loss_cls: 0.0804, s1.acc: 94.4977, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1181, s2.loss_cls: 0.0401, s2.acc: 94.3080, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0553, loss: 1.1323 +2024-03-09 15:43:51,207 - mmdet - INFO - Epoch [3][1150/7330] lr: 4.612e-06, eta: 4 days, 12:57:16, time: 1.597, data_time: 0.166, memory: 21907, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1773, s0.acc: 94.0996, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2509, s1.loss_cls: 0.0885, s1.acc: 93.9994, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1173, s2.loss_cls: 0.0437, s2.acc: 93.8603, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0544, loss: 1.1710 +2024-03-09 15:45:11,758 - mmdet - INFO - Epoch [3][1200/7330] lr: 4.612e-06, eta: 4 days, 12:56:21, time: 1.611, data_time: 0.175, memory: 21907, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1641, s0.acc: 94.4785, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2478, s1.loss_cls: 0.0799, s1.acc: 94.4030, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1173, s2.loss_cls: 0.0401, s2.acc: 94.2868, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0548, loss: 1.1346 +2024-03-09 15:46:37,614 - mmdet - INFO - Epoch [3][1250/7330] lr: 4.612e-06, eta: 4 days, 12:56:48, time: 1.717, data_time: 0.230, memory: 21907, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1731, s0.acc: 94.2068, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2497, s1.loss_cls: 0.0835, s1.acc: 94.2705, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1178, s2.loss_cls: 0.0409, s2.acc: 94.2027, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0548, loss: 1.1775 +2024-03-09 15:47:57,752 - mmdet - INFO - Epoch [3][1300/7330] lr: 4.612e-06, eta: 4 days, 12:55:45, time: 1.603, data_time: 0.125, memory: 21907, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1689, s0.acc: 94.3508, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2527, s1.loss_cls: 0.0814, s1.acc: 94.4216, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1172, s2.loss_cls: 0.0405, s2.acc: 94.2588, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0549, loss: 1.1543 +2024-03-09 15:49:17,688 - mmdet - INFO - Epoch [3][1350/7330] lr: 4.612e-06, eta: 4 days, 12:54:39, time: 1.599, data_time: 0.133, memory: 21907, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1721, s0.acc: 94.2727, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2527, s1.loss_cls: 0.0837, s1.acc: 94.3631, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1195, s2.loss_cls: 0.0408, s2.acc: 94.2832, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0559, loss: 1.1744 +2024-03-09 15:50:40,392 - mmdet - INFO - Epoch [3][1400/7330] lr: 4.612e-06, eta: 4 days, 12:54:16, time: 1.654, data_time: 0.144, memory: 21907, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1648, s0.acc: 94.5464, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2442, s1.loss_cls: 0.0814, s1.acc: 94.4890, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1161, s2.loss_cls: 0.0407, s2.acc: 94.2974, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0543, loss: 1.1308 +2024-03-09 15:52:01,819 - mmdet - INFO - Epoch [3][1450/7330] lr: 4.612e-06, eta: 4 days, 12:53:32, time: 1.629, data_time: 0.140, memory: 21907, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1544, s0.acc: 94.8003, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2455, s1.loss_cls: 0.0767, s1.acc: 94.7142, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1161, s2.loss_cls: 0.0388, s2.acc: 94.4734, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0543, loss: 1.1006 +2024-03-09 15:53:21,506 - mmdet - INFO - Epoch [3][1500/7330] lr: 4.612e-06, eta: 4 days, 12:52:22, time: 1.594, data_time: 0.135, memory: 21907, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1547, s0.acc: 94.8774, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2478, s1.loss_cls: 0.0755, s1.acc: 94.8770, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1161, s2.loss_cls: 0.0380, s2.acc: 94.6978, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0541, loss: 1.1013 +2024-03-09 15:54:42,025 - mmdet - INFO - Epoch [3][1550/7330] lr: 4.612e-06, eta: 4 days, 12:51:24, time: 1.610, data_time: 0.191, memory: 21907, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1644, s0.acc: 94.3994, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2504, s1.loss_cls: 0.0796, s1.acc: 94.3941, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1184, s2.loss_cls: 0.0388, s2.acc: 94.2780, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0554, loss: 1.1431 +2024-03-09 15:56:02,497 - mmdet - INFO - Epoch [3][1600/7330] lr: 4.612e-06, eta: 4 days, 12:50:26, time: 1.609, data_time: 0.147, memory: 21907, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1663, s0.acc: 94.5459, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2501, s1.loss_cls: 0.0817, s1.acc: 94.5504, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1182, s2.loss_cls: 0.0402, s2.acc: 94.3180, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0549, loss: 1.1532 +2024-03-09 15:57:20,328 - mmdet - INFO - Epoch [3][1650/7330] lr: 4.612e-06, eta: 4 days, 12:48:47, time: 1.557, data_time: 0.157, memory: 21907, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1676, s0.acc: 94.4517, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2443, s1.loss_cls: 0.0816, s1.acc: 94.4573, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1160, s2.loss_cls: 0.0407, s2.acc: 94.3638, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0544, loss: 1.1371 +2024-03-09 15:58:39,593 - mmdet - INFO - Epoch [3][1700/7330] lr: 4.612e-06, eta: 4 days, 12:47:30, time: 1.585, data_time: 0.136, memory: 21907, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1560, s0.acc: 94.8242, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2476, s1.loss_cls: 0.0764, s1.acc: 94.7772, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1180, s2.loss_cls: 0.0376, s2.acc: 94.6226, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0553, loss: 1.0983 +2024-03-09 16:00:02,912 - mmdet - INFO - Epoch [3][1750/7330] lr: 4.612e-06, eta: 4 days, 12:47:15, time: 1.666, data_time: 0.148, memory: 21907, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1658, s0.acc: 94.6672, s0.loss_bbox: 0.2013, s0.loss_mask: 0.2421, s1.loss_cls: 0.0810, s1.acc: 94.5691, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1149, s2.loss_cls: 0.0397, s2.acc: 94.5741, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0541, loss: 1.1062 +2024-03-09 16:01:24,566 - mmdet - INFO - Epoch [3][1800/7330] lr: 4.612e-06, eta: 4 days, 12:46:33, time: 1.633, data_time: 0.169, memory: 21907, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1654, s0.acc: 94.4683, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2501, s1.loss_cls: 0.0816, s1.acc: 94.3634, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1170, s2.loss_cls: 0.0403, s2.acc: 94.2177, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0553, loss: 1.1330 +2024-03-09 16:02:55,054 - mmdet - INFO - Epoch [3][1850/7330] lr: 4.612e-06, eta: 4 days, 12:48:04, time: 1.810, data_time: 0.190, memory: 21907, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1630, s0.acc: 94.6875, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2423, s1.loss_cls: 0.0822, s1.acc: 94.4463, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1154, s2.loss_cls: 0.0414, s2.acc: 94.2427, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0542, loss: 1.1118 +2024-03-09 16:04:16,646 - mmdet - INFO - Epoch [3][1900/7330] lr: 4.612e-06, eta: 4 days, 12:47:21, time: 1.632, data_time: 0.161, memory: 21907, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1587, s0.acc: 94.8047, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2411, s1.loss_cls: 0.0793, s1.acc: 94.6833, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1130, s2.loss_cls: 0.0399, s2.acc: 94.4967, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0525, loss: 1.0927 +2024-03-09 16:05:37,987 - mmdet - INFO - Epoch [3][1950/7330] lr: 4.612e-06, eta: 4 days, 12:46:34, time: 1.626, data_time: 0.173, memory: 21907, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1551, s0.acc: 94.8889, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2491, s1.loss_cls: 0.0768, s1.acc: 94.7539, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1177, s2.loss_cls: 0.0386, s2.acc: 94.5137, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0553, loss: 1.1049 +2024-03-09 16:07:02,639 - mmdet - INFO - Epoch [3][2000/7330] lr: 4.612e-06, eta: 4 days, 12:46:36, time: 1.693, data_time: 0.139, memory: 21907, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1518, s0.acc: 94.9917, s0.loss_bbox: 0.1938, s0.loss_mask: 0.2419, s1.loss_cls: 0.0755, s1.acc: 94.9232, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1139, s2.loss_cls: 0.0375, s2.acc: 94.7157, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0542, loss: 1.0691 +2024-03-09 16:08:25,435 - mmdet - INFO - Epoch [3][2050/7330] lr: 4.612e-06, eta: 4 days, 12:46:10, time: 1.656, data_time: 0.148, memory: 21907, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.1596, s0.acc: 94.7178, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2459, s1.loss_cls: 0.0793, s1.acc: 94.5377, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1152, s2.loss_cls: 0.0396, s2.acc: 94.4860, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0539, loss: 1.1081 +2024-03-09 16:09:52,117 - mmdet - INFO - Epoch [3][2100/7330] lr: 4.612e-06, eta: 4 days, 12:46:41, time: 1.734, data_time: 0.153, memory: 21907, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1566, s0.acc: 94.7734, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2416, s1.loss_cls: 0.0775, s1.acc: 94.6953, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1140, s2.loss_cls: 0.0396, s2.acc: 94.4228, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0537, loss: 1.0983 +2024-03-09 16:11:14,163 - mmdet - INFO - Epoch [3][2150/7330] lr: 4.612e-06, eta: 4 days, 12:46:03, time: 1.641, data_time: 0.199, memory: 21907, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1594, s0.acc: 94.7205, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2457, s1.loss_cls: 0.0782, s1.acc: 94.6464, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1181, s2.loss_cls: 0.0391, s2.acc: 94.4096, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0556, loss: 1.1262 +2024-03-09 16:12:31,679 - mmdet - INFO - Epoch [3][2200/7330] lr: 4.612e-06, eta: 4 days, 12:44:19, time: 1.550, data_time: 0.145, memory: 21907, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1440, s0.acc: 95.2156, s0.loss_bbox: 0.1925, s0.loss_mask: 0.2443, s1.loss_cls: 0.0706, s1.acc: 95.1354, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1150, s2.loss_cls: 0.0356, s2.acc: 94.9337, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0531, loss: 1.0574 +2024-03-09 16:13:50,841 - mmdet - INFO - Epoch [3][2250/7330] lr: 4.612e-06, eta: 4 days, 12:42:59, time: 1.583, data_time: 0.167, memory: 21907, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1489, s0.acc: 95.2170, s0.loss_bbox: 0.1871, s0.loss_mask: 0.2369, s1.loss_cls: 0.0756, s1.acc: 95.0046, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1136, s2.loss_cls: 0.0387, s2.acc: 94.7344, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0534, loss: 1.0543 +2024-03-09 16:15:09,371 - mmdet - INFO - Epoch [3][2300/7330] lr: 4.612e-06, eta: 4 days, 12:41:29, time: 1.571, data_time: 0.213, memory: 21907, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.1518, s0.acc: 94.9053, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2446, s1.loss_cls: 0.0749, s1.acc: 94.8272, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1166, s2.loss_cls: 0.0377, s2.acc: 94.6567, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0551, loss: 1.0995 +2024-03-09 16:16:27,811 - mmdet - INFO - Epoch [3][2350/7330] lr: 4.612e-06, eta: 4 days, 12:39:58, time: 1.568, data_time: 0.143, memory: 21907, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1578, s0.acc: 94.7905, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2403, s1.loss_cls: 0.0789, s1.acc: 94.5393, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1131, s2.loss_cls: 0.0396, s2.acc: 94.2884, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0533, loss: 1.0951 +2024-03-09 16:17:53,503 - mmdet - INFO - Epoch [3][2400/7330] lr: 4.612e-06, eta: 4 days, 12:40:13, time: 1.714, data_time: 0.138, memory: 21907, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1515, s0.acc: 95.1360, s0.loss_bbox: 0.1896, s0.loss_mask: 0.2349, s1.loss_cls: 0.0747, s1.acc: 95.0236, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1111, s2.loss_cls: 0.0369, s2.acc: 94.9865, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0524, loss: 1.0534 +2024-03-09 16:19:14,749 - mmdet - INFO - Epoch [3][2450/7330] lr: 4.612e-06, eta: 4 days, 12:39:22, time: 1.625, data_time: 0.153, memory: 21907, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1618, s0.acc: 94.6414, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2466, s1.loss_cls: 0.0801, s1.acc: 94.5081, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1160, s2.loss_cls: 0.0399, s2.acc: 94.4105, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0545, loss: 1.1226 +2024-03-09 16:20:31,699 - mmdet - INFO - Epoch [3][2500/7330] lr: 4.612e-06, eta: 4 days, 12:37:30, time: 1.539, data_time: 0.166, memory: 21907, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1592, s0.acc: 94.7935, s0.loss_bbox: 0.1962, s0.loss_mask: 0.2492, s1.loss_cls: 0.0794, s1.acc: 94.6499, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1158, s2.loss_cls: 0.0386, s2.acc: 94.5798, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0538, loss: 1.0940 +2024-03-09 16:21:51,356 - mmdet - INFO - Epoch [3][2550/7330] lr: 4.612e-06, eta: 4 days, 12:36:16, time: 1.593, data_time: 0.134, memory: 21907, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1459, s0.acc: 95.1406, s0.loss_bbox: 0.1892, s0.loss_mask: 0.2421, s1.loss_cls: 0.0732, s1.acc: 94.9641, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1152, s2.loss_cls: 0.0368, s2.acc: 94.8402, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0546, loss: 1.0633 +2024-03-09 16:23:14,004 - mmdet - INFO - Epoch [3][2600/7330] lr: 4.612e-06, eta: 4 days, 12:35:46, time: 1.653, data_time: 0.157, memory: 21907, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1671, s0.acc: 94.5093, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2435, s1.loss_cls: 0.0847, s1.acc: 94.3244, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1148, s2.loss_cls: 0.0422, s2.acc: 94.1916, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0543, loss: 1.1177 +2024-03-09 16:24:37,434 - mmdet - INFO - Epoch [3][2650/7330] lr: 4.612e-06, eta: 4 days, 12:35:26, time: 1.669, data_time: 0.117, memory: 21907, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1585, s0.acc: 94.8027, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2430, s1.loss_cls: 0.0805, s1.acc: 94.6256, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1146, s2.loss_cls: 0.0399, s2.acc: 94.4940, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0538, loss: 1.0955 +2024-03-09 16:25:57,157 - mmdet - INFO - Epoch [3][2700/7330] lr: 4.612e-06, eta: 4 days, 12:34:13, time: 1.594, data_time: 0.158, memory: 21907, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1562, s0.acc: 94.8140, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2434, s1.loss_cls: 0.0779, s1.acc: 94.7150, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1154, s2.loss_cls: 0.0394, s2.acc: 94.4523, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0537, loss: 1.0995 +2024-03-09 16:27:16,753 - mmdet - INFO - Epoch [3][2750/7330] lr: 4.612e-06, eta: 4 days, 12:32:58, time: 1.591, data_time: 0.142, memory: 21907, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1557, s0.acc: 94.9370, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2413, s1.loss_cls: 0.0789, s1.acc: 94.7454, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1126, s2.loss_cls: 0.0389, s2.acc: 94.7313, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0529, loss: 1.0768 +2024-03-09 16:28:36,244 - mmdet - INFO - Epoch [3][2800/7330] lr: 4.612e-06, eta: 4 days, 12:31:42, time: 1.590, data_time: 0.163, memory: 21907, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1583, s0.acc: 94.8872, s0.loss_bbox: 0.2007, s0.loss_mask: 0.2451, s1.loss_cls: 0.0774, s1.acc: 94.8404, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1170, s2.loss_cls: 0.0385, s2.acc: 94.6264, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0550, loss: 1.0977 +2024-03-09 16:29:54,913 - mmdet - INFO - Epoch [3][2850/7330] lr: 4.612e-06, eta: 4 days, 12:30:14, time: 1.573, data_time: 0.179, memory: 21907, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1502, s0.acc: 94.9658, s0.loss_bbox: 0.1983, s0.loss_mask: 0.2407, s1.loss_cls: 0.0755, s1.acc: 94.7840, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1152, s2.loss_cls: 0.0382, s2.acc: 94.5792, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0541, loss: 1.0758 +2024-03-09 16:31:15,135 - mmdet - INFO - Epoch [3][2900/7330] lr: 4.612e-06, eta: 4 days, 12:29:08, time: 1.604, data_time: 0.224, memory: 21907, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.1772, s0.acc: 94.3777, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2566, s1.loss_cls: 0.0869, s1.acc: 94.3265, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1213, s2.loss_cls: 0.0430, s2.acc: 94.1218, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0565, loss: 1.1837 +2024-03-09 16:32:31,625 - mmdet - INFO - Epoch [3][2950/7330] lr: 4.612e-06, eta: 4 days, 12:27:10, time: 1.530, data_time: 0.181, memory: 21907, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1638, s0.acc: 94.6909, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2399, s1.loss_cls: 0.0810, s1.acc: 94.5502, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1125, s2.loss_cls: 0.0397, s2.acc: 94.5153, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0525, loss: 1.1092 +2024-03-09 16:33:53,277 - mmdet - INFO - Epoch [3][3000/7330] lr: 4.612e-06, eta: 4 days, 12:26:24, time: 1.633, data_time: 0.145, memory: 21907, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1577, s0.acc: 94.8618, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2437, s1.loss_cls: 0.0772, s1.acc: 94.8022, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1151, s2.loss_cls: 0.0380, s2.acc: 94.6296, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0545, loss: 1.0897 +2024-03-09 16:35:15,673 - mmdet - INFO - Epoch [3][3050/7330] lr: 4.612e-06, eta: 4 days, 12:25:48, time: 1.648, data_time: 0.193, memory: 21907, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1553, s0.acc: 94.7915, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2476, s1.loss_cls: 0.0752, s1.acc: 94.8180, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1186, s2.loss_cls: 0.0373, s2.acc: 94.6976, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0564, loss: 1.1020 +2024-03-09 16:36:36,869 - mmdet - INFO - Epoch [3][3100/7330] lr: 4.612e-06, eta: 4 days, 12:24:55, time: 1.624, data_time: 0.148, memory: 21907, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1685, s0.acc: 94.4746, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2542, s1.loss_cls: 0.0830, s1.acc: 94.4149, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1200, s2.loss_cls: 0.0418, s2.acc: 94.2107, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0562, loss: 1.1526 +2024-03-09 16:37:57,863 - mmdet - INFO - Epoch [3][3150/7330] lr: 4.612e-06, eta: 4 days, 12:23:59, time: 1.620, data_time: 0.161, memory: 21907, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1679, s0.acc: 94.4795, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2468, s1.loss_cls: 0.0832, s1.acc: 94.3101, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1171, s2.loss_cls: 0.0411, s2.acc: 94.0835, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0552, loss: 1.1318 +2024-03-09 16:39:19,025 - mmdet - INFO - Epoch [3][3200/7330] lr: 4.612e-06, eta: 4 days, 12:23:06, time: 1.623, data_time: 0.145, memory: 21907, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1642, s0.acc: 94.6213, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2494, s1.loss_cls: 0.0809, s1.acc: 94.4986, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1181, s2.loss_cls: 0.0400, s2.acc: 94.3425, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0554, loss: 1.1317 +2024-03-09 16:40:43,143 - mmdet - INFO - Epoch [3][3250/7330] lr: 4.612e-06, eta: 4 days, 12:22:52, time: 1.682, data_time: 0.170, memory: 21907, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1734, s0.acc: 94.3464, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2488, s1.loss_cls: 0.0870, s1.acc: 94.1794, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1174, s2.loss_cls: 0.0429, s2.acc: 94.0133, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0551, loss: 1.1491 +2024-03-09 16:42:04,324 - mmdet - INFO - Epoch [3][3300/7330] lr: 4.612e-06, eta: 4 days, 12:21:59, time: 1.624, data_time: 0.199, memory: 21907, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1513, s0.acc: 95.0867, s0.loss_bbox: 0.1938, s0.loss_mask: 0.2416, s1.loss_cls: 0.0768, s1.acc: 94.8574, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1132, s2.loss_cls: 0.0392, s2.acc: 94.6344, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0530, loss: 1.0676 +2024-03-09 16:43:23,464 - mmdet - INFO - Epoch [3][3350/7330] lr: 4.612e-06, eta: 4 days, 12:20:37, time: 1.583, data_time: 0.200, memory: 21907, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1537, s0.acc: 95.0105, s0.loss_bbox: 0.1944, s0.loss_mask: 0.2439, s1.loss_cls: 0.0764, s1.acc: 94.9370, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1187, s2.loss_cls: 0.0389, s2.acc: 94.6929, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0561, loss: 1.0836 +2024-03-09 16:44:46,902 - mmdet - INFO - Epoch [3][3400/7330] lr: 4.612e-06, eta: 4 days, 12:20:14, time: 1.669, data_time: 0.150, memory: 21907, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1500, s0.acc: 95.2384, s0.loss_bbox: 0.1823, s0.loss_mask: 0.2398, s1.loss_cls: 0.0742, s1.acc: 95.0642, s1.loss_bbox: 0.0880, s1.loss_mask: 0.1142, s2.loss_cls: 0.0373, s2.acc: 94.8605, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0534, loss: 1.0415 +2024-03-09 16:46:04,474 - mmdet - INFO - Epoch [3][3450/7330] lr: 4.612e-06, eta: 4 days, 12:18:31, time: 1.551, data_time: 0.159, memory: 21907, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1441, s0.acc: 95.2175, s0.loss_bbox: 0.1916, s0.loss_mask: 0.2384, s1.loss_cls: 0.0719, s1.acc: 95.0883, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1127, s2.loss_cls: 0.0368, s2.acc: 94.8586, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0532, loss: 1.0492 +2024-03-09 16:47:23,317 - mmdet - INFO - Epoch [3][3500/7330] lr: 4.612e-06, eta: 4 days, 12:17:04, time: 1.576, data_time: 0.167, memory: 21907, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1373, s0.acc: 95.4067, s0.loss_bbox: 0.1813, s0.loss_mask: 0.2365, s1.loss_cls: 0.0682, s1.acc: 95.2712, s1.loss_bbox: 0.0889, s1.loss_mask: 0.1119, s2.loss_cls: 0.0347, s2.acc: 95.0680, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0530, loss: 1.0184 +2024-03-09 16:48:45,378 - mmdet - INFO - Epoch [3][3550/7330] lr: 4.612e-06, eta: 4 days, 12:16:22, time: 1.642, data_time: 0.192, memory: 21907, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1582, s0.acc: 94.7268, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2422, s1.loss_cls: 0.0807, s1.acc: 94.4998, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1133, s2.loss_cls: 0.0404, s2.acc: 94.2880, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0530, loss: 1.0957 +2024-03-09 16:50:05,664 - mmdet - INFO - Epoch [3][3600/7330] lr: 4.612e-06, eta: 4 days, 12:15:16, time: 1.606, data_time: 0.177, memory: 21907, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1685, s0.acc: 94.4104, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2452, s1.loss_cls: 0.0829, s1.acc: 94.3409, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1153, s2.loss_cls: 0.0411, s2.acc: 94.2986, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0541, loss: 1.1250 +2024-03-09 16:51:26,991 - mmdet - INFO - Epoch [3][3650/7330] lr: 4.612e-06, eta: 4 days, 12:14:23, time: 1.626, data_time: 0.162, memory: 21907, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1639, s0.acc: 94.6589, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2470, s1.loss_cls: 0.0811, s1.acc: 94.5950, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1180, s2.loss_cls: 0.0408, s2.acc: 94.3443, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0558, loss: 1.1305 +2024-03-09 16:52:48,168 - mmdet - INFO - Epoch [3][3700/7330] lr: 4.612e-06, eta: 4 days, 12:13:28, time: 1.624, data_time: 0.180, memory: 21907, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1522, s0.acc: 95.0066, s0.loss_bbox: 0.2000, s0.loss_mask: 0.2452, s1.loss_cls: 0.0755, s1.acc: 94.9358, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1160, s2.loss_cls: 0.0375, s2.acc: 94.8303, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0540, loss: 1.0878 +2024-03-09 16:54:13,586 - mmdet - INFO - Epoch [3][3750/7330] lr: 4.612e-06, eta: 4 days, 12:13:30, time: 1.708, data_time: 0.199, memory: 21907, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1734, s0.acc: 94.3135, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2518, s1.loss_cls: 0.0849, s1.acc: 94.2500, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1189, s2.loss_cls: 0.0417, s2.acc: 94.2090, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0558, loss: 1.1732 +2024-03-09 16:55:32,342 - mmdet - INFO - Epoch [3][3800/7330] lr: 4.612e-06, eta: 4 days, 12:12:03, time: 1.575, data_time: 0.166, memory: 21907, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1691, s0.acc: 94.5479, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2364, s1.loss_cls: 0.0841, s1.acc: 94.4829, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1131, s2.loss_cls: 0.0418, s2.acc: 94.2551, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0534, loss: 1.1114 +2024-03-09 16:56:54,644 - mmdet - INFO - Epoch [3][3850/7330] lr: 4.612e-06, eta: 4 days, 12:11:22, time: 1.646, data_time: 0.214, memory: 21907, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1577, s0.acc: 94.7556, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2428, s1.loss_cls: 0.0776, s1.acc: 94.6996, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1133, s2.loss_cls: 0.0385, s2.acc: 94.5347, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0531, loss: 1.0900 +2024-03-09 16:58:19,957 - mmdet - INFO - Epoch [3][3900/7330] lr: 4.612e-06, eta: 4 days, 12:11:22, time: 1.706, data_time: 0.139, memory: 21907, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1585, s0.acc: 94.7966, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2418, s1.loss_cls: 0.0784, s1.acc: 94.5488, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1147, s2.loss_cls: 0.0394, s2.acc: 94.4950, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0540, loss: 1.0949 +2024-03-09 16:59:42,503 - mmdet - INFO - Epoch [3][3950/7330] lr: 4.612e-06, eta: 4 days, 12:10:44, time: 1.651, data_time: 0.203, memory: 21907, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1556, s0.acc: 94.8786, s0.loss_bbox: 0.1960, s0.loss_mask: 0.2430, s1.loss_cls: 0.0788, s1.acc: 94.5544, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1152, s2.loss_cls: 0.0393, s2.acc: 94.4557, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0546, loss: 1.0927 +2024-03-09 17:01:02,871 - mmdet - INFO - Epoch [3][4000/7330] lr: 4.612e-06, eta: 4 days, 12:09:37, time: 1.607, data_time: 0.236, memory: 21907, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1677, s0.acc: 94.4951, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2422, s1.loss_cls: 0.0828, s1.acc: 94.3119, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1151, s2.loss_cls: 0.0415, s2.acc: 94.1696, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0540, loss: 1.1249 +2024-03-09 17:02:20,048 - mmdet - INFO - Epoch [3][4050/7330] lr: 4.612e-06, eta: 4 days, 12:07:49, time: 1.543, data_time: 0.134, memory: 21907, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1684, s0.acc: 94.4873, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2429, s1.loss_cls: 0.0832, s1.acc: 94.3229, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1151, s2.loss_cls: 0.0412, s2.acc: 94.1830, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0538, loss: 1.1195 +2024-03-09 17:03:39,830 - mmdet - INFO - Epoch [3][4100/7330] lr: 4.612e-06, eta: 4 days, 12:06:35, time: 1.596, data_time: 0.189, memory: 21907, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1507, s0.acc: 95.0413, s0.loss_bbox: 0.1874, s0.loss_mask: 0.2346, s1.loss_cls: 0.0770, s1.acc: 94.8613, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1106, s2.loss_cls: 0.0393, s2.acc: 94.5856, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0524, loss: 1.0440 +2024-03-09 17:05:02,741 - mmdet - INFO - Epoch [3][4150/7330] lr: 4.612e-06, eta: 4 days, 12:06:01, time: 1.658, data_time: 0.160, memory: 21907, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1543, s0.acc: 94.9855, s0.loss_bbox: 0.1941, s0.loss_mask: 0.2511, s1.loss_cls: 0.0786, s1.acc: 94.7409, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1204, s2.loss_cls: 0.0396, s2.acc: 94.5910, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0562, loss: 1.0917 +2024-03-09 17:06:23,112 - mmdet - INFO - Epoch [3][4200/7330] lr: 4.612e-06, eta: 4 days, 12:04:54, time: 1.607, data_time: 0.202, memory: 21907, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1637, s0.acc: 94.7466, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2424, s1.loss_cls: 0.0827, s1.acc: 94.5919, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1142, s2.loss_cls: 0.0411, s2.acc: 94.4727, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0533, loss: 1.1109 +2024-03-09 17:07:42,719 - mmdet - INFO - Epoch [3][4250/7330] lr: 4.612e-06, eta: 4 days, 12:03:38, time: 1.592, data_time: 0.163, memory: 21907, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1644, s0.acc: 94.4919, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2407, s1.loss_cls: 0.0824, s1.acc: 94.3512, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1137, s2.loss_cls: 0.0414, s2.acc: 94.1202, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0534, loss: 1.1264 +2024-03-09 17:09:00,337 - mmdet - INFO - Epoch [3][4300/7330] lr: 4.612e-06, eta: 4 days, 12:01:55, time: 1.552, data_time: 0.189, memory: 21907, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1515, s0.acc: 94.8831, s0.loss_bbox: 0.1978, s0.loss_mask: 0.2353, s1.loss_cls: 0.0757, s1.acc: 94.6999, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1114, s2.loss_cls: 0.0381, s2.acc: 94.4537, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0526, loss: 1.0620 +2024-03-09 17:10:17,895 - mmdet - INFO - Epoch [3][4350/7330] lr: 4.612e-06, eta: 4 days, 12:00:12, time: 1.551, data_time: 0.144, memory: 21907, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1613, s0.acc: 94.5767, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2484, s1.loss_cls: 0.0782, s1.acc: 94.5981, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1177, s2.loss_cls: 0.0394, s2.acc: 94.4700, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0556, loss: 1.1174 +2024-03-09 17:11:36,724 - mmdet - INFO - Epoch [3][4400/7330] lr: 4.612e-06, eta: 4 days, 11:58:46, time: 1.577, data_time: 0.148, memory: 21907, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1540, s0.acc: 94.9888, s0.loss_bbox: 0.2000, s0.loss_mask: 0.2441, s1.loss_cls: 0.0768, s1.acc: 94.9202, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1155, s2.loss_cls: 0.0389, s2.acc: 94.6424, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0546, loss: 1.0890 +2024-03-09 17:12:57,447 - mmdet - INFO - Epoch [3][4450/7330] lr: 4.612e-06, eta: 4 days, 11:57:43, time: 1.614, data_time: 0.171, memory: 21907, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1564, s0.acc: 94.8689, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2504, s1.loss_cls: 0.0767, s1.acc: 94.8002, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1185, s2.loss_cls: 0.0388, s2.acc: 94.5710, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0555, loss: 1.1086 +2024-03-09 17:14:18,236 - mmdet - INFO - Epoch [3][4500/7330] lr: 4.612e-06, eta: 4 days, 11:56:42, time: 1.616, data_time: 0.187, memory: 21907, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1503, s0.acc: 94.9462, s0.loss_bbox: 0.1954, s0.loss_mask: 0.2381, s1.loss_cls: 0.0745, s1.acc: 94.9240, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1125, s2.loss_cls: 0.0376, s2.acc: 94.7446, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0530, loss: 1.0613 +2024-03-09 17:15:35,836 - mmdet - INFO - Epoch [3][4550/7330] lr: 4.612e-06, eta: 4 days, 11:54:59, time: 1.552, data_time: 0.125, memory: 21907, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1498, s0.acc: 95.1357, s0.loss_bbox: 0.1890, s0.loss_mask: 0.2368, s1.loss_cls: 0.0752, s1.acc: 94.9725, s1.loss_bbox: 0.0906, s1.loss_mask: 0.1117, s2.loss_cls: 0.0374, s2.acc: 94.7137, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0525, loss: 1.0529 +2024-03-09 17:16:57,101 - mmdet - INFO - Epoch [3][4600/7330] lr: 4.612e-06, eta: 4 days, 11:54:04, time: 1.625, data_time: 0.136, memory: 21907, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1610, s0.acc: 94.7988, s0.loss_bbox: 0.1983, s0.loss_mask: 0.2449, s1.loss_cls: 0.0789, s1.acc: 94.6998, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1155, s2.loss_cls: 0.0387, s2.acc: 94.6388, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0543, loss: 1.0993 +2024-03-09 17:18:16,537 - mmdet - INFO - Epoch [3][4650/7330] lr: 4.612e-06, eta: 4 days, 11:52:45, time: 1.589, data_time: 0.212, memory: 21907, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1546, s0.acc: 94.8882, s0.loss_bbox: 0.1990, s0.loss_mask: 0.2443, s1.loss_cls: 0.0769, s1.acc: 94.6571, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1148, s2.loss_cls: 0.0383, s2.acc: 94.5766, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0540, loss: 1.0855 +2024-03-09 17:19:39,467 - mmdet - INFO - Epoch [3][4700/7330] lr: 4.612e-06, eta: 4 days, 11:52:10, time: 1.659, data_time: 0.185, memory: 21907, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1615, s0.acc: 94.6582, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2431, s1.loss_cls: 0.0818, s1.acc: 94.4034, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1148, s2.loss_cls: 0.0409, s2.acc: 94.1948, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0539, loss: 1.1164 +2024-03-09 17:20:58,832 - mmdet - INFO - Epoch [3][4750/7330] lr: 4.612e-06, eta: 4 days, 11:50:50, time: 1.587, data_time: 0.139, memory: 21907, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1510, s0.acc: 95.1436, s0.loss_bbox: 0.1887, s0.loss_mask: 0.2351, s1.loss_cls: 0.0761, s1.acc: 94.9843, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1121, s2.loss_cls: 0.0381, s2.acc: 94.7085, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0528, loss: 1.0482 +2024-03-09 17:22:18,122 - mmdet - INFO - Epoch [3][4800/7330] lr: 4.612e-06, eta: 4 days, 11:49:29, time: 1.586, data_time: 0.132, memory: 21907, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1535, s0.acc: 94.9688, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2417, s1.loss_cls: 0.0760, s1.acc: 94.7824, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1146, s2.loss_cls: 0.0373, s2.acc: 94.6755, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0542, loss: 1.0850 +2024-03-09 17:23:37,519 - mmdet - INFO - Epoch [3][4850/7330] lr: 4.612e-06, eta: 4 days, 11:48:10, time: 1.588, data_time: 0.197, memory: 21907, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1633, s0.acc: 94.7068, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2449, s1.loss_cls: 0.0804, s1.acc: 94.6280, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1153, s2.loss_cls: 0.0399, s2.acc: 94.4919, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0544, loss: 1.1064 +2024-03-09 17:24:57,158 - mmdet - INFO - Epoch [3][4900/7330] lr: 4.612e-06, eta: 4 days, 11:46:53, time: 1.593, data_time: 0.116, memory: 21907, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1680, s0.acc: 94.5400, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2407, s1.loss_cls: 0.0840, s1.acc: 94.4037, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1143, s2.loss_cls: 0.0417, s2.acc: 94.2709, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0535, loss: 1.1144 +2024-03-09 17:26:17,075 - mmdet - INFO - Epoch [3][4950/7330] lr: 4.612e-06, eta: 4 days, 11:45:40, time: 1.598, data_time: 0.180, memory: 21907, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1731, s0.acc: 94.4585, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2460, s1.loss_cls: 0.0840, s1.acc: 94.4327, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1166, s2.loss_cls: 0.0411, s2.acc: 94.2555, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0545, loss: 1.1430 +2024-03-09 17:27:37,001 - mmdet - INFO - Epoch [3][5000/7330] lr: 4.612e-06, eta: 4 days, 11:44:27, time: 1.599, data_time: 0.151, memory: 21907, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1668, s0.acc: 94.5396, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2459, s1.loss_cls: 0.0820, s1.acc: 94.5336, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1160, s2.loss_cls: 0.0408, s2.acc: 94.3156, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0543, loss: 1.1276 +2024-03-09 17:28:56,717 - mmdet - INFO - Epoch [3][5050/7330] lr: 4.612e-06, eta: 4 days, 11:43:11, time: 1.594, data_time: 0.138, memory: 21907, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1670, s0.acc: 94.4268, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2470, s1.loss_cls: 0.0825, s1.acc: 94.3653, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1162, s2.loss_cls: 0.0412, s2.acc: 94.1630, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0545, loss: 1.1448 +2024-03-09 17:30:16,800 - mmdet - INFO - Epoch [3][5100/7330] lr: 4.612e-06, eta: 4 days, 11:42:00, time: 1.602, data_time: 0.154, memory: 21907, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1766, s0.acc: 93.9829, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2465, s1.loss_cls: 0.0851, s1.acc: 93.9418, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1151, s2.loss_cls: 0.0424, s2.acc: 93.8712, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0533, loss: 1.1707 +2024-03-09 17:31:35,583 - mmdet - INFO - Epoch [3][5150/7330] lr: 4.612e-06, eta: 4 days, 11:40:33, time: 1.576, data_time: 0.158, memory: 21907, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1683, s0.acc: 94.4138, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2480, s1.loss_cls: 0.0827, s1.acc: 94.3902, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1167, s2.loss_cls: 0.0408, s2.acc: 94.2774, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0549, loss: 1.1404 +2024-03-09 17:32:57,626 - mmdet - INFO - Epoch [3][5200/7330] lr: 4.612e-06, eta: 4 days, 11:39:46, time: 1.641, data_time: 0.169, memory: 21907, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1693, s0.acc: 94.3906, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2515, s1.loss_cls: 0.0812, s1.acc: 94.4887, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1196, s2.loss_cls: 0.0405, s2.acc: 94.3926, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0559, loss: 1.1546 +2024-03-09 17:34:19,485 - mmdet - INFO - Epoch [3][5250/7330] lr: 4.612e-06, eta: 4 days, 11:38:57, time: 1.637, data_time: 0.150, memory: 21907, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1593, s0.acc: 94.4927, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2451, s1.loss_cls: 0.0777, s1.acc: 94.5285, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1162, s2.loss_cls: 0.0390, s2.acc: 94.3746, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0550, loss: 1.1097 +2024-03-09 17:35:39,859 - mmdet - INFO - Epoch [3][5300/7330] lr: 4.612e-06, eta: 4 days, 11:37:49, time: 1.607, data_time: 0.134, memory: 21907, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1634, s0.acc: 94.4956, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2532, s1.loss_cls: 0.0806, s1.acc: 94.4321, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1191, s2.loss_cls: 0.0395, s2.acc: 94.3613, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0559, loss: 1.1366 +2024-03-09 17:36:56,941 - mmdet - INFO - Epoch [3][5350/7330] lr: 4.612e-06, eta: 4 days, 11:36:01, time: 1.541, data_time: 0.125, memory: 21907, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1689, s0.acc: 94.3826, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2429, s1.loss_cls: 0.0836, s1.acc: 94.2958, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1139, s2.loss_cls: 0.0422, s2.acc: 94.1059, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0534, loss: 1.1310 +2024-03-09 17:38:16,188 - mmdet - INFO - Epoch [3][5400/7330] lr: 4.612e-06, eta: 4 days, 11:34:39, time: 1.585, data_time: 0.163, memory: 21907, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1516, s0.acc: 94.9238, s0.loss_bbox: 0.1958, s0.loss_mask: 0.2405, s1.loss_cls: 0.0760, s1.acc: 94.7458, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1140, s2.loss_cls: 0.0378, s2.acc: 94.5642, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0538, loss: 1.0687 +2024-03-09 17:39:33,503 - mmdet - INFO - Epoch [3][5450/7330] lr: 4.612e-06, eta: 4 days, 11:32:54, time: 1.546, data_time: 0.168, memory: 21907, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1554, s0.acc: 94.6414, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2433, s1.loss_cls: 0.0769, s1.acc: 94.4507, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1143, s2.loss_cls: 0.0390, s2.acc: 94.3167, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0535, loss: 1.1075 +2024-03-09 17:40:55,341 - mmdet - INFO - Epoch [3][5500/7330] lr: 4.612e-06, eta: 4 days, 11:32:04, time: 1.637, data_time: 0.137, memory: 21907, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1595, s0.acc: 94.6680, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2461, s1.loss_cls: 0.0808, s1.acc: 94.3874, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1153, s2.loss_cls: 0.0407, s2.acc: 94.1737, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0541, loss: 1.1043 +2024-03-09 17:42:17,095 - mmdet - INFO - Epoch [3][5550/7330] lr: 4.612e-06, eta: 4 days, 11:31:13, time: 1.635, data_time: 0.145, memory: 21907, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1721, s0.acc: 94.3787, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2413, s1.loss_cls: 0.0847, s1.acc: 94.3165, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1149, s2.loss_cls: 0.0427, s2.acc: 94.0945, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0537, loss: 1.1374 +2024-03-09 17:43:38,305 - mmdet - INFO - Epoch [3][5600/7330] lr: 4.612e-06, eta: 4 days, 11:30:15, time: 1.625, data_time: 0.169, memory: 21907, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1499, s0.acc: 94.9890, s0.loss_bbox: 0.1865, s0.loss_mask: 0.2348, s1.loss_cls: 0.0772, s1.acc: 94.7484, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1105, s2.loss_cls: 0.0386, s2.acc: 94.5606, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0520, loss: 1.0440 +2024-03-09 17:44:56,542 - mmdet - INFO - Epoch [3][5650/7330] lr: 4.612e-06, eta: 4 days, 11:28:41, time: 1.565, data_time: 0.129, memory: 21907, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1738, s0.acc: 94.3069, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2480, s1.loss_cls: 0.0839, s1.acc: 94.3775, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1187, s2.loss_cls: 0.0416, s2.acc: 94.1705, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0558, loss: 1.1601 +2024-03-09 17:46:19,070 - mmdet - INFO - Epoch [3][5700/7330] lr: 4.612e-06, eta: 4 days, 11:27:59, time: 1.651, data_time: 0.195, memory: 21907, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1542, s0.acc: 94.7764, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2444, s1.loss_cls: 0.0769, s1.acc: 94.6181, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1145, s2.loss_cls: 0.0389, s2.acc: 94.4999, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0539, loss: 1.0903 +2024-03-09 17:47:37,817 - mmdet - INFO - Epoch [3][5750/7330] lr: 4.612e-06, eta: 4 days, 11:26:31, time: 1.575, data_time: 0.183, memory: 21907, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1684, s0.acc: 94.4639, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2449, s1.loss_cls: 0.0822, s1.acc: 94.5558, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1153, s2.loss_cls: 0.0408, s2.acc: 94.3658, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0541, loss: 1.1439 +2024-03-09 17:48:57,175 - mmdet - INFO - Epoch [3][5800/7330] lr: 4.612e-06, eta: 4 days, 11:25:11, time: 1.587, data_time: 0.153, memory: 21907, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1700, s0.acc: 94.5239, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2514, s1.loss_cls: 0.0822, s1.acc: 94.5809, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1188, s2.loss_cls: 0.0403, s2.acc: 94.5356, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0557, loss: 1.1424 +2024-03-09 17:50:14,555 - mmdet - INFO - Epoch [3][5850/7330] lr: 4.612e-06, eta: 4 days, 11:23:27, time: 1.548, data_time: 0.120, memory: 21907, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1555, s0.acc: 94.9172, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2385, s1.loss_cls: 0.0770, s1.acc: 94.8142, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1126, s2.loss_cls: 0.0380, s2.acc: 94.7254, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0528, loss: 1.0667 +2024-03-09 17:51:30,217 - mmdet - INFO - Epoch [3][5900/7330] lr: 4.612e-06, eta: 4 days, 11:21:23, time: 1.513, data_time: 0.136, memory: 21907, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1486, s0.acc: 95.1543, s0.loss_bbox: 0.1901, s0.loss_mask: 0.2371, s1.loss_cls: 0.0738, s1.acc: 95.0280, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1121, s2.loss_cls: 0.0371, s2.acc: 94.7522, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0527, loss: 1.0441 +2024-03-09 17:52:48,054 - mmdet - INFO - Epoch [3][5950/7330] lr: 4.612e-06, eta: 4 days, 11:19:45, time: 1.557, data_time: 0.164, memory: 21907, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1538, s0.acc: 94.8699, s0.loss_bbox: 0.2006, s0.loss_mask: 0.2384, s1.loss_cls: 0.0769, s1.acc: 94.6201, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1124, s2.loss_cls: 0.0386, s2.acc: 94.5152, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0530, loss: 1.0734 +2024-03-09 17:54:07,610 - mmdet - INFO - Epoch [3][6000/7330] lr: 4.612e-06, eta: 4 days, 11:18:27, time: 1.591, data_time: 0.155, memory: 21907, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1568, s0.acc: 94.7876, s0.loss_bbox: 0.2015, s0.loss_mask: 0.2497, s1.loss_cls: 0.0782, s1.acc: 94.6219, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1179, s2.loss_cls: 0.0392, s2.acc: 94.4169, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0548, loss: 1.1035 +2024-03-09 17:55:31,295 - mmdet - INFO - Epoch [3][6050/7330] lr: 4.612e-06, eta: 4 days, 11:17:58, time: 1.674, data_time: 0.184, memory: 21907, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1654, s0.acc: 94.5073, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2525, s1.loss_cls: 0.0824, s1.acc: 94.3958, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1194, s2.loss_cls: 0.0407, s2.acc: 94.1957, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0560, loss: 1.1397 +2024-03-09 17:56:52,018 - mmdet - INFO - Epoch [3][6100/7330] lr: 4.612e-06, eta: 4 days, 11:16:54, time: 1.615, data_time: 0.122, memory: 21907, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1612, s0.acc: 94.6277, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2448, s1.loss_cls: 0.0785, s1.acc: 94.6737, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1147, s2.loss_cls: 0.0389, s2.acc: 94.4573, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0539, loss: 1.1170 +2024-03-09 17:58:06,635 - mmdet - INFO - Epoch [3][6150/7330] lr: 4.612e-06, eta: 4 days, 11:14:38, time: 1.492, data_time: 0.133, memory: 21907, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1493, s0.acc: 95.1575, s0.loss_bbox: 0.1957, s0.loss_mask: 0.2360, s1.loss_cls: 0.0752, s1.acc: 94.9906, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1136, s2.loss_cls: 0.0378, s2.acc: 94.8541, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0537, loss: 1.0667 +2024-03-09 17:59:27,211 - mmdet - INFO - Epoch [3][6200/7330] lr: 4.612e-06, eta: 4 days, 11:13:32, time: 1.612, data_time: 0.144, memory: 21907, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1661, s0.acc: 94.5542, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2435, s1.loss_cls: 0.0800, s1.acc: 94.5919, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1161, s2.loss_cls: 0.0399, s2.acc: 94.4863, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0539, loss: 1.1311 +2024-03-09 18:00:48,343 - mmdet - INFO - Epoch [3][6250/7330] lr: 4.612e-06, eta: 4 days, 11:12:33, time: 1.623, data_time: 0.159, memory: 21907, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1558, s0.acc: 94.8198, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2463, s1.loss_cls: 0.0768, s1.acc: 94.7190, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1147, s2.loss_cls: 0.0379, s2.acc: 94.6154, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0541, loss: 1.0967 +2024-03-09 18:02:06,985 - mmdet - INFO - Epoch [3][6300/7330] lr: 4.612e-06, eta: 4 days, 11:11:04, time: 1.573, data_time: 0.148, memory: 21907, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1618, s0.acc: 94.6855, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2500, s1.loss_cls: 0.0795, s1.acc: 94.6069, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1175, s2.loss_cls: 0.0396, s2.acc: 94.3711, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0544, loss: 1.1285 +2024-03-09 18:03:28,447 - mmdet - INFO - Epoch [3][6350/7330] lr: 4.612e-06, eta: 4 days, 11:10:08, time: 1.629, data_time: 0.149, memory: 21907, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1526, s0.acc: 95.0237, s0.loss_bbox: 0.1968, s0.loss_mask: 0.2369, s1.loss_cls: 0.0757, s1.acc: 94.9283, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1124, s2.loss_cls: 0.0384, s2.acc: 94.6280, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0532, loss: 1.0692 +2024-03-09 18:04:47,168 - mmdet - INFO - Epoch [3][6400/7330] lr: 4.612e-06, eta: 4 days, 11:08:41, time: 1.574, data_time: 0.130, memory: 21907, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1602, s0.acc: 94.7297, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2396, s1.loss_cls: 0.0805, s1.acc: 94.4244, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1155, s2.loss_cls: 0.0408, s2.acc: 94.0952, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0548, loss: 1.1209 +2024-03-09 18:06:09,907 - mmdet - INFO - Epoch [3][6450/7330] lr: 4.612e-06, eta: 4 days, 11:07:59, time: 1.655, data_time: 0.215, memory: 21907, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.1675, s0.acc: 94.5369, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2450, s1.loss_cls: 0.0824, s1.acc: 94.4601, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1164, s2.loss_cls: 0.0412, s2.acc: 94.2873, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0548, loss: 1.1440 +2024-03-09 18:07:25,666 - mmdet - INFO - Epoch [3][6500/7330] lr: 4.612e-06, eta: 4 days, 11:05:58, time: 1.515, data_time: 0.134, memory: 21907, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1537, s0.acc: 94.8882, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2393, s1.loss_cls: 0.0748, s1.acc: 94.8782, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1140, s2.loss_cls: 0.0381, s2.acc: 94.6335, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0534, loss: 1.0878 +2024-03-09 18:08:46,184 - mmdet - INFO - Epoch [3][6550/7330] lr: 4.612e-06, eta: 4 days, 11:04:51, time: 1.610, data_time: 0.188, memory: 21907, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1583, s0.acc: 94.7244, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2484, s1.loss_cls: 0.0779, s1.acc: 94.6541, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1165, s2.loss_cls: 0.0391, s2.acc: 94.4267, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0541, loss: 1.1084 +2024-03-09 18:10:05,009 - mmdet - INFO - Epoch [3][6600/7330] lr: 4.612e-06, eta: 4 days, 11:03:25, time: 1.576, data_time: 0.184, memory: 21907, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1771, s0.acc: 94.0706, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2497, s1.loss_cls: 0.0852, s1.acc: 94.1093, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1184, s2.loss_cls: 0.0425, s2.acc: 93.9317, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0557, loss: 1.1815 +2024-03-09 18:11:24,349 - mmdet - INFO - Epoch [3][6650/7330] lr: 4.612e-06, eta: 4 days, 11:02:04, time: 1.587, data_time: 0.183, memory: 21907, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1576, s0.acc: 94.7805, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2402, s1.loss_cls: 0.0749, s1.acc: 94.8604, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1145, s2.loss_cls: 0.0371, s2.acc: 94.6768, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0537, loss: 1.0832 +2024-03-09 18:12:39,805 - mmdet - INFO - Epoch [3][6700/7330] lr: 4.612e-06, eta: 4 days, 11:00:00, time: 1.509, data_time: 0.125, memory: 21907, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1711, s0.acc: 94.4280, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2546, s1.loss_cls: 0.0806, s1.acc: 94.6195, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1221, s2.loss_cls: 0.0400, s2.acc: 94.4100, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0570, loss: 1.1685 +2024-03-09 18:13:58,034 - mmdet - INFO - Epoch [3][6750/7330] lr: 4.612e-06, eta: 4 days, 10:58:27, time: 1.565, data_time: 0.124, memory: 21907, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1710, s0.acc: 94.3198, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2529, s1.loss_cls: 0.0799, s1.acc: 94.5458, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1204, s2.loss_cls: 0.0388, s2.acc: 94.4550, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0561, loss: 1.1662 +2024-03-09 18:15:17,285 - mmdet - INFO - Epoch [3][6800/7330] lr: 4.612e-06, eta: 4 days, 10:57:05, time: 1.585, data_time: 0.173, memory: 21907, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1548, s0.acc: 94.7180, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2438, s1.loss_cls: 0.0737, s1.acc: 94.8160, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1162, s2.loss_cls: 0.0371, s2.acc: 94.5896, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0550, loss: 1.1074 +2024-03-09 18:16:33,423 - mmdet - INFO - Epoch [3][6850/7330] lr: 4.612e-06, eta: 4 days, 10:55:09, time: 1.523, data_time: 0.141, memory: 21907, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1564, s0.acc: 94.6887, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2391, s1.loss_cls: 0.0750, s1.acc: 94.7883, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1151, s2.loss_cls: 0.0380, s2.acc: 94.5432, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0538, loss: 1.1066 +2024-03-09 18:17:50,558 - mmdet - INFO - Epoch [3][6900/7330] lr: 4.612e-06, eta: 4 days, 10:53:24, time: 1.542, data_time: 0.136, memory: 21907, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1866, s0.acc: 93.8149, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2544, s1.loss_cls: 0.0892, s1.acc: 93.9200, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1216, s2.loss_cls: 0.0435, s2.acc: 93.8480, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0570, loss: 1.2245 +2024-03-09 18:19:15,288 - mmdet - INFO - Epoch [3][6950/7330] lr: 4.612e-06, eta: 4 days, 10:53:05, time: 1.695, data_time: 0.155, memory: 21907, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1733, s0.acc: 94.2244, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2469, s1.loss_cls: 0.0830, s1.acc: 94.3567, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1168, s2.loss_cls: 0.0404, s2.acc: 94.3342, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0545, loss: 1.1598 +2024-03-09 18:20:29,569 - mmdet - INFO - Epoch [3][7000/7330] lr: 4.612e-06, eta: 4 days, 10:50:48, time: 1.486, data_time: 0.146, memory: 21907, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1683, s0.acc: 94.4448, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2393, s1.loss_cls: 0.0805, s1.acc: 94.5771, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1141, s2.loss_cls: 0.0397, s2.acc: 94.5602, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0537, loss: 1.1203 +2024-03-09 18:21:51,269 - mmdet - INFO - Epoch [3][7050/7330] lr: 4.612e-06, eta: 4 days, 10:49:54, time: 1.634, data_time: 0.179, memory: 21907, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1647, s0.acc: 94.5806, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2468, s1.loss_cls: 0.0805, s1.acc: 94.4759, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1161, s2.loss_cls: 0.0396, s2.acc: 94.4145, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0540, loss: 1.1135 +2024-03-09 18:23:09,684 - mmdet - INFO - Epoch [3][7100/7330] lr: 4.612e-06, eta: 4 days, 10:48:24, time: 1.568, data_time: 0.175, memory: 21907, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1663, s0.acc: 94.4146, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2522, s1.loss_cls: 0.0800, s1.acc: 94.4618, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1196, s2.loss_cls: 0.0397, s2.acc: 94.3468, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0553, loss: 1.1444 +2024-03-09 18:24:29,413 - mmdet - INFO - Epoch [3][7150/7330] lr: 4.612e-06, eta: 4 days, 10:47:08, time: 1.595, data_time: 0.199, memory: 21907, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1615, s0.acc: 94.5024, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2397, s1.loss_cls: 0.0786, s1.acc: 94.5568, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1145, s2.loss_cls: 0.0394, s2.acc: 94.3143, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0540, loss: 1.1144 +2024-03-09 18:25:51,600 - mmdet - INFO - Epoch [3][7200/7330] lr: 4.612e-06, eta: 4 days, 10:46:19, time: 1.644, data_time: 0.163, memory: 21907, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1765, s0.acc: 94.0935, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2518, s1.loss_cls: 0.0856, s1.acc: 94.0564, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1190, s2.loss_cls: 0.0423, s2.acc: 93.9658, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0553, loss: 1.1779 +2024-03-09 18:27:09,156 - mmdet - INFO - Epoch [3][7250/7330] lr: 4.612e-06, eta: 4 days, 10:44:39, time: 1.551, data_time: 0.156, memory: 21907, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1734, s0.acc: 94.2129, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2542, s1.loss_cls: 0.0837, s1.acc: 94.2192, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1209, s2.loss_cls: 0.0420, s2.acc: 94.0010, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0565, loss: 1.1667 +2024-03-09 18:28:32,230 - mmdet - INFO - Epoch [3][7300/7330] lr: 4.612e-06, eta: 4 days, 10:44:00, time: 1.662, data_time: 0.174, memory: 21907, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1720, s0.acc: 94.2112, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2549, s1.loss_cls: 0.0848, s1.acc: 94.1706, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1200, s2.loss_cls: 0.0416, s2.acc: 94.1934, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0560, loss: 1.1633 +2024-03-09 18:29:14,571 - mmdet - INFO - Saving checkpoint at 3 epochs +2024-03-09 18:36:26,537 - mmdet - INFO - Evaluating bbox... +2024-03-09 18:37:03,849 - 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 ] = 0.603 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.458 + 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 ] = 0.469 + 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 ] = 0.567 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.567 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.567 + 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 ] = 0.617 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.732 + +2024-03-09 18:37:03,850 - mmdet - INFO - Evaluating segm... +2024-03-09 18:37:47,018 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.373 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.579 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.403 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.166 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.407 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.559 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.499 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.499 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.499 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.287 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.546 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.670 + +2024-03-09 18:37:47,661 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-09 18:37:47,665 - mmdet - INFO - Epoch(val) [3][1250] bbox_mAP: 0.4240, bbox_mAP_50: 0.6030, bbox_mAP_75: 0.4580, bbox_mAP_s: 0.2390, bbox_mAP_m: 0.4690, bbox_mAP_l: 0.5730, bbox_mAP_copypaste: 0.424 0.603 0.458 0.239 0.469 0.573, segm_mAP: 0.3730, segm_mAP_50: 0.5790, segm_mAP_75: 0.4030, segm_mAP_s: 0.1660, segm_mAP_m: 0.4070, segm_mAP_l: 0.5590, segm_mAP_copypaste: 0.373 0.579 0.403 0.166 0.407 0.559 +2024-03-09 18:39:10,876 - mmdet - INFO - Epoch [4][50/7330] lr: 4.612e-06, eta: 4 days, 10:33:51, time: 1.661, data_time: 0.263, memory: 21907, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1789, s0.acc: 94.1150, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2497, s1.loss_cls: 0.0847, s1.acc: 94.3366, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1193, s2.loss_cls: 0.0404, s2.acc: 94.3817, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0551, loss: 1.1798 +2024-03-09 18:40:34,635 - mmdet - INFO - Epoch [4][100/7330] lr: 4.612e-06, eta: 4 days, 10:33:20, time: 1.675, data_time: 0.136, memory: 21907, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1721, s0.acc: 94.2368, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2400, s1.loss_cls: 0.0836, s1.acc: 94.2084, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1140, s2.loss_cls: 0.0409, s2.acc: 94.0914, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0532, loss: 1.1523 +2024-03-09 18:41:54,565 - mmdet - INFO - Epoch [4][150/7330] lr: 4.612e-06, eta: 4 days, 10:32:07, time: 1.599, data_time: 0.120, memory: 21907, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1658, s0.acc: 94.3792, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2419, s1.loss_cls: 0.0808, s1.acc: 94.4163, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1156, s2.loss_cls: 0.0400, s2.acc: 94.2206, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0546, loss: 1.1279 +2024-03-09 18:43:15,303 - mmdet - INFO - Epoch [4][200/7330] lr: 4.612e-06, eta: 4 days, 10:31:03, time: 1.615, data_time: 0.197, memory: 21907, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1578, s0.acc: 94.6006, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2455, s1.loss_cls: 0.0770, s1.acc: 94.6180, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1162, s2.loss_cls: 0.0385, s2.acc: 94.4388, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0547, loss: 1.1114 +2024-03-09 18:44:39,344 - mmdet - INFO - Epoch [4][250/7330] lr: 4.612e-06, eta: 4 days, 10:30:35, time: 1.681, data_time: 0.189, memory: 21907, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1601, s0.acc: 94.6265, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2455, s1.loss_cls: 0.0778, s1.acc: 94.6496, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1158, s2.loss_cls: 0.0385, s2.acc: 94.4154, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0546, loss: 1.1160 +2024-03-09 18:45:58,229 - mmdet - INFO - Epoch [4][300/7330] lr: 4.612e-06, eta: 4 days, 10:29:11, time: 1.578, data_time: 0.139, memory: 21907, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1597, s0.acc: 94.5486, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2434, s1.loss_cls: 0.0777, s1.acc: 94.5198, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1139, s2.loss_cls: 0.0383, s2.acc: 94.4100, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0532, loss: 1.1031 +2024-03-09 18:47:13,107 - mmdet - INFO - Epoch [4][350/7330] lr: 4.612e-06, eta: 4 days, 10:27:03, time: 1.498, data_time: 0.147, memory: 21907, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1600, s0.acc: 94.5359, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2471, s1.loss_cls: 0.0777, s1.acc: 94.6096, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1180, s2.loss_cls: 0.0391, s2.acc: 94.4264, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0551, loss: 1.1229 +2024-03-09 18:48:32,743 - mmdet - INFO - Epoch [4][400/7330] lr: 4.612e-06, eta: 4 days, 10:25:47, time: 1.593, data_time: 0.168, memory: 21907, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1690, s0.acc: 94.3071, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2486, s1.loss_cls: 0.0820, s1.acc: 94.3769, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1187, s2.loss_cls: 0.0405, s2.acc: 94.2796, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0557, loss: 1.1408 +2024-03-09 18:49:55,134 - mmdet - INFO - Epoch [4][450/7330] lr: 4.612e-06, eta: 4 days, 10:25:01, time: 1.648, data_time: 0.182, memory: 21907, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1555, s0.acc: 94.7356, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2447, s1.loss_cls: 0.0766, s1.acc: 94.7218, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1161, s2.loss_cls: 0.0385, s2.acc: 94.5800, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0547, loss: 1.1005 +2024-03-09 18:51:12,769 - mmdet - INFO - Epoch [4][500/7330] lr: 4.612e-06, eta: 4 days, 10:23:23, time: 1.553, data_time: 0.168, memory: 21907, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1572, s0.acc: 94.8386, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2414, s1.loss_cls: 0.0786, s1.acc: 94.7361, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1138, s2.loss_cls: 0.0395, s2.acc: 94.5176, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0537, loss: 1.0920 +2024-03-09 18:52:32,990 - mmdet - INFO - Epoch [4][550/7330] lr: 4.612e-06, eta: 4 days, 10:22:13, time: 1.604, data_time: 0.191, memory: 21907, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1656, s0.acc: 94.4480, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2423, s1.loss_cls: 0.0814, s1.acc: 94.3966, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1156, s2.loss_cls: 0.0404, s2.acc: 94.3060, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0546, loss: 1.1185 +2024-03-09 18:53:57,153 - mmdet - INFO - Epoch [4][600/7330] lr: 4.612e-06, eta: 4 days, 10:21:46, time: 1.683, data_time: 0.217, memory: 21907, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1587, s0.acc: 94.6958, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2411, s1.loss_cls: 0.0771, s1.acc: 94.7443, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1148, s2.loss_cls: 0.0383, s2.acc: 94.5556, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0540, loss: 1.1068 +2024-03-09 18:55:19,525 - mmdet - INFO - Epoch [4][650/7330] lr: 4.612e-06, eta: 4 days, 10:20:58, time: 1.647, data_time: 0.135, memory: 21907, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1592, s0.acc: 94.6270, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2389, s1.loss_cls: 0.0774, s1.acc: 94.6637, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1152, s2.loss_cls: 0.0390, s2.acc: 94.5196, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0543, loss: 1.0977 +2024-03-09 18:56:40,362 - mmdet - INFO - Epoch [4][700/7330] lr: 4.612e-06, eta: 4 days, 10:19:55, time: 1.617, data_time: 0.139, memory: 21907, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.1727, s0.acc: 94.1963, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2496, s1.loss_cls: 0.0822, s1.acc: 94.2819, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1188, s2.loss_cls: 0.0407, s2.acc: 94.1784, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0552, loss: 1.1719 +2024-03-09 18:57:59,016 - mmdet - INFO - Epoch [4][750/7330] lr: 4.612e-06, eta: 4 days, 10:18:28, time: 1.573, data_time: 0.142, memory: 21907, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1713, s0.acc: 94.2356, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2442, s1.loss_cls: 0.0839, s1.acc: 94.1876, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1151, s2.loss_cls: 0.0423, s2.acc: 94.0171, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0538, loss: 1.1551 +2024-03-09 18:59:21,057 - mmdet - INFO - Epoch [4][800/7330] lr: 4.612e-06, eta: 4 days, 10:17:37, time: 1.641, data_time: 0.167, memory: 21907, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1613, s0.acc: 94.5376, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2408, s1.loss_cls: 0.0790, s1.acc: 94.5347, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1148, s2.loss_cls: 0.0393, s2.acc: 94.3573, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0535, loss: 1.1213 +2024-03-09 19:00:41,636 - mmdet - INFO - Epoch [4][850/7330] lr: 4.612e-06, eta: 4 days, 10:16:31, time: 1.612, data_time: 0.152, memory: 21907, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1601, s0.acc: 94.5081, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2413, s1.loss_cls: 0.0765, s1.acc: 94.6510, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1151, s2.loss_cls: 0.0377, s2.acc: 94.5755, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0538, loss: 1.1161 +2024-03-09 19:02:01,200 - mmdet - INFO - Epoch [4][900/7330] lr: 4.612e-06, eta: 4 days, 10:15:13, time: 1.591, data_time: 0.163, memory: 21907, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1539, s0.acc: 94.7698, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2421, s1.loss_cls: 0.0740, s1.acc: 94.8325, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1166, s2.loss_cls: 0.0373, s2.acc: 94.6853, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0551, loss: 1.0866 +2024-03-09 19:03:19,811 - mmdet - INFO - Epoch [4][950/7330] lr: 4.612e-06, eta: 4 days, 10:13:46, time: 1.572, data_time: 0.161, memory: 21907, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1491, s0.acc: 94.9512, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2399, s1.loss_cls: 0.0723, s1.acc: 95.0305, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1144, s2.loss_cls: 0.0364, s2.acc: 94.8621, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0531, loss: 1.0687 +2024-03-09 19:04:39,825 - mmdet - INFO - Epoch [4][1000/7330] lr: 4.612e-06, eta: 4 days, 10:12:34, time: 1.600, data_time: 0.182, memory: 21907, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1758, s0.acc: 94.1765, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2485, s1.loss_cls: 0.0844, s1.acc: 94.2607, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1180, s2.loss_cls: 0.0416, s2.acc: 94.1182, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0555, loss: 1.1805 +2024-03-09 19:06:00,436 - mmdet - INFO - Epoch [4][1050/7330] lr: 4.612e-06, eta: 4 days, 10:11:27, time: 1.612, data_time: 0.179, memory: 21907, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1718, s0.acc: 94.1421, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2438, s1.loss_cls: 0.0819, s1.acc: 94.2672, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1175, s2.loss_cls: 0.0408, s2.acc: 94.1297, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0552, loss: 1.1532 +2024-03-09 19:07:16,037 - mmdet - INFO - Epoch [4][1100/7330] lr: 4.612e-06, eta: 4 days, 10:09:29, time: 1.512, data_time: 0.167, memory: 21907, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1693, s0.acc: 94.3926, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2449, s1.loss_cls: 0.0802, s1.acc: 94.5019, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1159, s2.loss_cls: 0.0400, s2.acc: 94.3096, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0541, loss: 1.1408 +2024-03-09 19:08:38,557 - mmdet - INFO - Epoch [4][1150/7330] lr: 4.612e-06, eta: 4 days, 10:08:42, time: 1.650, data_time: 0.156, memory: 21907, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1659, s0.acc: 94.3997, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2440, s1.loss_cls: 0.0798, s1.acc: 94.5751, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1169, s2.loss_cls: 0.0399, s2.acc: 94.3333, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0551, loss: 1.1467 +2024-03-09 19:09:58,345 - mmdet - INFO - Epoch [4][1200/7330] lr: 4.612e-06, eta: 4 days, 10:07:27, time: 1.596, data_time: 0.165, memory: 21907, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1602, s0.acc: 94.5581, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2385, s1.loss_cls: 0.0783, s1.acc: 94.5153, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1129, s2.loss_cls: 0.0391, s2.acc: 94.4471, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0531, loss: 1.1147 +2024-03-09 19:11:17,589 - mmdet - INFO - Epoch [4][1250/7330] lr: 4.612e-06, eta: 4 days, 10:06:07, time: 1.585, data_time: 0.144, memory: 21907, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1714, s0.acc: 94.2649, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2444, s1.loss_cls: 0.0834, s1.acc: 94.2626, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1156, s2.loss_cls: 0.0416, s2.acc: 94.0139, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0536, loss: 1.1454 +2024-03-09 19:12:38,719 - mmdet - INFO - Epoch [4][1300/7330] lr: 4.612e-06, eta: 4 days, 10:05:05, time: 1.623, data_time: 0.159, memory: 21907, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1641, s0.acc: 94.5461, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2443, s1.loss_cls: 0.0784, s1.acc: 94.6347, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1155, s2.loss_cls: 0.0388, s2.acc: 94.5296, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0540, loss: 1.1167 +2024-03-09 19:14:00,009 - mmdet - INFO - Epoch [4][1350/7330] lr: 4.612e-06, eta: 4 days, 10:04:06, time: 1.626, data_time: 0.145, memory: 21907, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1720, s0.acc: 94.1497, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2471, s1.loss_cls: 0.0839, s1.acc: 94.2372, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1171, s2.loss_cls: 0.0421, s2.acc: 94.0203, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0549, loss: 1.1633 +2024-03-09 19:15:20,601 - mmdet - INFO - Epoch [4][1400/7330] lr: 4.612e-06, eta: 4 days, 10:02:59, time: 1.612, data_time: 0.152, memory: 21907, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1619, s0.acc: 94.5881, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2400, s1.loss_cls: 0.0785, s1.acc: 94.5516, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1120, s2.loss_cls: 0.0394, s2.acc: 94.3292, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0520, loss: 1.1072 +2024-03-09 19:16:40,355 - mmdet - INFO - Epoch [4][1450/7330] lr: 4.612e-06, eta: 4 days, 10:01:43, time: 1.595, data_time: 0.109, memory: 21907, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1563, s0.acc: 94.7905, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2349, s1.loss_cls: 0.0773, s1.acc: 94.7267, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1112, s2.loss_cls: 0.0395, s2.acc: 94.4481, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0522, loss: 1.0812 +2024-03-09 19:17:57,582 - mmdet - INFO - Epoch [4][1500/7330] lr: 4.612e-06, eta: 4 days, 10:00:02, time: 1.545, data_time: 0.126, memory: 21907, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1486, s0.acc: 95.0647, s0.loss_bbox: 0.1899, s0.loss_mask: 0.2370, s1.loss_cls: 0.0732, s1.acc: 95.0149, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1126, s2.loss_cls: 0.0371, s2.acc: 94.8158, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0528, loss: 1.0447 +2024-03-09 19:19:14,484 - mmdet - INFO - Epoch [4][1550/7330] lr: 4.612e-06, eta: 4 days, 9:58:18, time: 1.538, data_time: 0.165, memory: 21907, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1599, s0.acc: 94.7698, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2367, s1.loss_cls: 0.0787, s1.acc: 94.6907, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1122, s2.loss_cls: 0.0393, s2.acc: 94.4772, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0526, loss: 1.0999 +2024-03-09 19:20:37,688 - mmdet - INFO - Epoch [4][1600/7330] lr: 4.612e-06, eta: 4 days, 9:57:37, time: 1.664, data_time: 0.177, memory: 21907, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1521, s0.acc: 94.8640, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2405, s1.loss_cls: 0.0733, s1.acc: 94.9400, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1147, s2.loss_cls: 0.0373, s2.acc: 94.6321, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0543, loss: 1.0943 +2024-03-09 19:21:58,378 - mmdet - INFO - Epoch [4][1650/7330] lr: 4.612e-06, eta: 4 days, 9:56:31, time: 1.614, data_time: 0.172, memory: 21907, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1569, s0.acc: 94.7031, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2448, s1.loss_cls: 0.0760, s1.acc: 94.7588, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1176, s2.loss_cls: 0.0380, s2.acc: 94.6081, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0556, loss: 1.1071 +2024-03-09 19:23:15,412 - mmdet - INFO - Epoch [4][1700/7330] lr: 4.612e-06, eta: 4 days, 9:54:48, time: 1.541, data_time: 0.110, memory: 21907, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1602, s0.acc: 94.6538, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2444, s1.loss_cls: 0.0786, s1.acc: 94.6282, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1161, s2.loss_cls: 0.0391, s2.acc: 94.4476, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0547, loss: 1.1099 +2024-03-09 19:24:39,990 - mmdet - INFO - Epoch [4][1750/7330] lr: 4.612e-06, eta: 4 days, 9:54:21, time: 1.692, data_time: 0.211, memory: 21907, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1574, s0.acc: 94.7761, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2389, s1.loss_cls: 0.0766, s1.acc: 94.7837, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1126, s2.loss_cls: 0.0376, s2.acc: 94.6398, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0530, loss: 1.0915 +2024-03-09 19:26:01,748 - mmdet - INFO - Epoch [4][1800/7330] lr: 4.612e-06, eta: 4 days, 9:53:26, time: 1.635, data_time: 0.131, memory: 21907, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1596, s0.acc: 94.5000, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2398, s1.loss_cls: 0.0783, s1.acc: 94.4334, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1136, s2.loss_cls: 0.0391, s2.acc: 94.2399, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0532, loss: 1.1126 +2024-03-09 19:27:23,483 - mmdet - INFO - Epoch [4][1850/7330] lr: 4.612e-06, eta: 4 days, 9:52:30, time: 1.635, data_time: 0.150, memory: 21907, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1638, s0.acc: 94.3589, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2437, s1.loss_cls: 0.0796, s1.acc: 94.3816, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1152, s2.loss_cls: 0.0397, s2.acc: 94.1530, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0541, loss: 1.1347 +2024-03-09 19:28:47,717 - mmdet - INFO - Epoch [4][1900/7330] lr: 4.612e-06, eta: 4 days, 9:51:59, time: 1.685, data_time: 0.221, memory: 21907, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1542, s0.acc: 94.7302, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2375, s1.loss_cls: 0.0752, s1.acc: 94.7784, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1133, s2.loss_cls: 0.0379, s2.acc: 94.5318, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0539, loss: 1.1015 +2024-03-09 19:30:08,006 - mmdet - INFO - Epoch [4][1950/7330] lr: 4.612e-06, eta: 4 days, 9:50:49, time: 1.606, data_time: 0.146, memory: 21907, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1534, s0.acc: 94.7397, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2390, s1.loss_cls: 0.0739, s1.acc: 94.8718, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1129, s2.loss_cls: 0.0372, s2.acc: 94.6764, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0530, loss: 1.0835 +2024-03-09 19:31:26,753 - mmdet - INFO - Epoch [4][2000/7330] lr: 4.612e-06, eta: 4 days, 9:49:23, time: 1.575, data_time: 0.196, memory: 21907, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1565, s0.acc: 94.7583, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2458, s1.loss_cls: 0.0764, s1.acc: 94.8332, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1165, s2.loss_cls: 0.0382, s2.acc: 94.6169, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0545, loss: 1.0953 +2024-03-09 19:32:43,256 - mmdet - INFO - Epoch [4][2050/7330] lr: 4.612e-06, eta: 4 days, 9:47:35, time: 1.530, data_time: 0.146, memory: 21907, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1671, s0.acc: 94.4180, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2434, s1.loss_cls: 0.0809, s1.acc: 94.4320, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1157, s2.loss_cls: 0.0399, s2.acc: 94.3926, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0545, loss: 1.1297 +2024-03-09 19:34:01,270 - mmdet - INFO - Epoch [4][2100/7330] lr: 4.612e-06, eta: 4 days, 9:46:01, time: 1.560, data_time: 0.142, memory: 21907, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1604, s0.acc: 94.4639, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2378, s1.loss_cls: 0.0779, s1.acc: 94.4834, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1142, s2.loss_cls: 0.0389, s2.acc: 94.3065, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0534, loss: 1.1059 +2024-03-09 19:35:20,180 - mmdet - INFO - Epoch [4][2150/7330] lr: 4.612e-06, eta: 4 days, 9:44:37, time: 1.578, data_time: 0.162, memory: 21907, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1600, s0.acc: 94.5093, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2424, s1.loss_cls: 0.0764, s1.acc: 94.6298, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1152, s2.loss_cls: 0.0383, s2.acc: 94.4208, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0537, loss: 1.1063 +2024-03-09 19:36:40,716 - mmdet - INFO - Epoch [4][2200/7330] lr: 4.612e-06, eta: 4 days, 9:43:29, time: 1.610, data_time: 0.171, memory: 21907, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1655, s0.acc: 94.3850, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2468, s1.loss_cls: 0.0790, s1.acc: 94.5188, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1176, s2.loss_cls: 0.0393, s2.acc: 94.4345, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0551, loss: 1.1418 +2024-03-09 19:38:00,697 - mmdet - INFO - Epoch [4][2250/7330] lr: 4.612e-06, eta: 4 days, 9:42:15, time: 1.600, data_time: 0.166, memory: 21907, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1611, s0.acc: 94.3545, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2500, s1.loss_cls: 0.0787, s1.acc: 94.4180, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1193, s2.loss_cls: 0.0392, s2.acc: 94.2945, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0557, loss: 1.1307 +2024-03-09 19:39:21,077 - mmdet - INFO - Epoch [4][2300/7330] lr: 4.612e-06, eta: 4 days, 9:41:06, time: 1.607, data_time: 0.174, memory: 21907, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1713, s0.acc: 94.1846, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2447, s1.loss_cls: 0.0826, s1.acc: 94.2654, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1159, s2.loss_cls: 0.0402, s2.acc: 94.1786, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0540, loss: 1.1409 +2024-03-09 19:40:46,213 - mmdet - INFO - Epoch [4][2350/7330] lr: 4.612e-06, eta: 4 days, 9:40:43, time: 1.703, data_time: 0.170, memory: 21907, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.1722, s0.acc: 94.2781, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2469, s1.loss_cls: 0.0834, s1.acc: 94.3068, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1178, s2.loss_cls: 0.0416, s2.acc: 94.1777, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0550, loss: 1.1608 +2024-03-09 19:42:04,778 - mmdet - INFO - Epoch [4][2400/7330] lr: 4.612e-06, eta: 4 days, 9:39:15, time: 1.571, data_time: 0.169, memory: 21907, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1680, s0.acc: 94.1548, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2493, s1.loss_cls: 0.0811, s1.acc: 94.2882, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1180, s2.loss_cls: 0.0401, s2.acc: 94.2328, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0548, loss: 1.1519 +2024-03-09 19:43:24,829 - mmdet - INFO - Epoch [4][2450/7330] lr: 4.612e-06, eta: 4 days, 9:38:02, time: 1.601, data_time: 0.166, memory: 21907, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1658, s0.acc: 94.4341, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2508, s1.loss_cls: 0.0791, s1.acc: 94.5463, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1183, s2.loss_cls: 0.0388, s2.acc: 94.4488, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0551, loss: 1.1436 +2024-03-09 19:44:45,786 - mmdet - INFO - Epoch [4][2500/7330] lr: 4.612e-06, eta: 4 days, 9:36:58, time: 1.619, data_time: 0.155, memory: 21907, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1542, s0.acc: 94.7085, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2395, s1.loss_cls: 0.0743, s1.acc: 94.7941, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1145, s2.loss_cls: 0.0374, s2.acc: 94.6268, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0538, loss: 1.0950 +2024-03-09 19:46:06,045 - mmdet - INFO - Epoch [4][2550/7330] lr: 4.612e-06, eta: 4 days, 9:35:46, time: 1.605, data_time: 0.153, memory: 21907, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1702, s0.acc: 94.2192, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2455, s1.loss_cls: 0.0812, s1.acc: 94.4040, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1167, s2.loss_cls: 0.0403, s2.acc: 94.2836, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0545, loss: 1.1513 +2024-03-09 19:47:23,002 - mmdet - INFO - Epoch [4][2600/7330] lr: 4.612e-06, eta: 4 days, 9:34:03, time: 1.539, data_time: 0.115, memory: 21907, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1486, s0.acc: 94.9360, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2421, s1.loss_cls: 0.0717, s1.acc: 95.0295, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1151, s2.loss_cls: 0.0357, s2.acc: 94.8918, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0543, loss: 1.0831 +2024-03-09 19:48:42,292 - mmdet - INFO - Epoch [4][2650/7330] lr: 4.612e-06, eta: 4 days, 9:32:42, time: 1.586, data_time: 0.178, memory: 21907, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1468, s0.acc: 95.0811, s0.loss_bbox: 0.1991, s0.loss_mask: 0.2389, s1.loss_cls: 0.0712, s1.acc: 95.1746, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1150, s2.loss_cls: 0.0360, s2.acc: 94.8975, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0537, loss: 1.0521 +2024-03-09 19:50:02,326 - mmdet - INFO - Epoch [4][2700/7330] lr: 4.612e-06, eta: 4 days, 9:31:29, time: 1.601, data_time: 0.155, memory: 21907, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1497, s0.acc: 94.9214, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2384, s1.loss_cls: 0.0725, s1.acc: 94.9203, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1138, s2.loss_cls: 0.0361, s2.acc: 94.7376, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0530, loss: 1.0715 +2024-03-09 19:51:25,974 - mmdet - INFO - Epoch [4][2750/7330] lr: 4.612e-06, eta: 4 days, 9:30:51, time: 1.673, data_time: 0.159, memory: 21907, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1683, s0.acc: 94.4399, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2478, s1.loss_cls: 0.0806, s1.acc: 94.5374, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1179, s2.loss_cls: 0.0394, s2.acc: 94.5329, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0554, loss: 1.1357 +2024-03-09 19:52:43,365 - mmdet - INFO - Epoch [4][2800/7330] lr: 4.612e-06, eta: 4 days, 9:29:12, time: 1.548, data_time: 0.153, memory: 21907, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1461, s0.acc: 95.1535, s0.loss_bbox: 0.1956, s0.loss_mask: 0.2288, s1.loss_cls: 0.0703, s1.acc: 95.1772, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1094, s2.loss_cls: 0.0347, s2.acc: 95.0225, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0516, loss: 1.0249 +2024-03-09 19:54:04,847 - mmdet - INFO - Epoch [4][2850/7330] lr: 4.612e-06, eta: 4 days, 9:28:12, time: 1.630, data_time: 0.173, memory: 21907, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1478, s0.acc: 94.9438, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2378, s1.loss_cls: 0.0724, s1.acc: 94.9334, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1127, s2.loss_cls: 0.0360, s2.acc: 94.8552, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0531, loss: 1.0688 +2024-03-09 19:55:21,278 - mmdet - INFO - Epoch [4][2900/7330] lr: 4.612e-06, eta: 4 days, 9:26:24, time: 1.529, data_time: 0.165, memory: 21907, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1655, s0.acc: 94.4910, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2442, s1.loss_cls: 0.0822, s1.acc: 94.3509, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1146, s2.loss_cls: 0.0405, s2.acc: 94.2538, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0534, loss: 1.1174 +2024-03-09 19:56:39,686 - mmdet - INFO - Epoch [4][2950/7330] lr: 4.612e-06, eta: 4 days, 9:24:55, time: 1.568, data_time: 0.147, memory: 21907, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1688, s0.acc: 94.3154, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2476, s1.loss_cls: 0.0822, s1.acc: 94.3708, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1174, s2.loss_cls: 0.0407, s2.acc: 94.2720, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0548, loss: 1.1522 +2024-03-09 19:57:54,074 - mmdet - INFO - Epoch [4][3000/7330] lr: 4.612e-06, eta: 4 days, 9:22:47, time: 1.488, data_time: 0.153, memory: 21907, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1670, s0.acc: 94.4238, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2399, s1.loss_cls: 0.0805, s1.acc: 94.5073, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1142, s2.loss_cls: 0.0399, s2.acc: 94.3833, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0532, loss: 1.1233 +2024-03-09 19:59:12,737 - mmdet - INFO - Epoch [4][3050/7330] lr: 4.612e-06, eta: 4 days, 9:21:21, time: 1.573, data_time: 0.155, memory: 21907, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1740, s0.acc: 93.9907, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2478, s1.loss_cls: 0.0839, s1.acc: 94.0710, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1171, s2.loss_cls: 0.0419, s2.acc: 93.9419, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0544, loss: 1.1659 +2024-03-09 20:00:31,899 - mmdet - INFO - Epoch [4][3100/7330] lr: 4.612e-06, eta: 4 days, 9:19:59, time: 1.583, data_time: 0.120, memory: 21907, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1682, s0.acc: 94.3953, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2486, s1.loss_cls: 0.0791, s1.acc: 94.5808, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1180, s2.loss_cls: 0.0390, s2.acc: 94.3665, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0551, loss: 1.1428 +2024-03-09 20:01:52,565 - mmdet - INFO - Epoch [4][3150/7330] lr: 4.612e-06, eta: 4 days, 9:18:52, time: 1.613, data_time: 0.139, memory: 21907, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1579, s0.acc: 94.6042, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2413, s1.loss_cls: 0.0769, s1.acc: 94.6238, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1140, s2.loss_cls: 0.0377, s2.acc: 94.4877, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0535, loss: 1.0993 +2024-03-09 20:03:10,516 - mmdet - INFO - Epoch [4][3200/7330] lr: 4.612e-06, eta: 4 days, 9:17:19, time: 1.559, data_time: 0.150, memory: 21907, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1515, s0.acc: 94.9563, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2365, s1.loss_cls: 0.0734, s1.acc: 94.9479, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1124, s2.loss_cls: 0.0369, s2.acc: 94.6657, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0529, loss: 1.0657 +2024-03-09 20:04:29,207 - mmdet - INFO - Epoch [4][3250/7330] lr: 4.612e-06, eta: 4 days, 9:15:53, time: 1.574, data_time: 0.130, memory: 21907, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1488, s0.acc: 95.0282, s0.loss_bbox: 0.1953, s0.loss_mask: 0.2369, s1.loss_cls: 0.0738, s1.acc: 94.9579, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1136, s2.loss_cls: 0.0372, s2.acc: 94.7550, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0535, loss: 1.0566 +2024-03-09 20:05:49,027 - mmdet - INFO - Epoch [4][3300/7330] lr: 4.612e-06, eta: 4 days, 9:14:37, time: 1.596, data_time: 0.159, memory: 21907, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1418, s0.acc: 95.3215, s0.loss_bbox: 0.1922, s0.loss_mask: 0.2325, s1.loss_cls: 0.0698, s1.acc: 95.2738, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1094, s2.loss_cls: 0.0351, s2.acc: 95.1243, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0516, loss: 1.0272 +2024-03-09 20:07:09,579 - mmdet - INFO - Epoch [4][3350/7330] lr: 4.612e-06, eta: 4 days, 9:13:29, time: 1.611, data_time: 0.160, memory: 21907, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1452, s0.acc: 95.2261, s0.loss_bbox: 0.1858, s0.loss_mask: 0.2336, s1.loss_cls: 0.0716, s1.acc: 95.2168, s1.loss_bbox: 0.0882, s1.loss_mask: 0.1110, s2.loss_cls: 0.0358, s2.acc: 94.9747, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0520, loss: 1.0252 +2024-03-09 20:08:31,308 - mmdet - INFO - Epoch [4][3400/7330] lr: 4.612e-06, eta: 4 days, 9:12:31, time: 1.635, data_time: 0.189, memory: 21907, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1564, s0.acc: 94.6777, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2377, s1.loss_cls: 0.0762, s1.acc: 94.6454, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1146, s2.loss_cls: 0.0378, s2.acc: 94.5317, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0539, loss: 1.0907 +2024-03-09 20:09:50,461 - mmdet - INFO - Epoch [4][3450/7330] lr: 4.612e-06, eta: 4 days, 9:11:09, time: 1.583, data_time: 0.188, memory: 21907, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1583, s0.acc: 94.6562, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2420, s1.loss_cls: 0.0783, s1.acc: 94.5320, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1142, s2.loss_cls: 0.0387, s2.acc: 94.5174, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0532, loss: 1.1040 +2024-03-09 20:11:09,908 - mmdet - INFO - Epoch [4][3500/7330] lr: 4.612e-06, eta: 4 days, 9:09:50, time: 1.589, data_time: 0.145, memory: 21907, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1526, s0.acc: 94.8904, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2331, s1.loss_cls: 0.0737, s1.acc: 94.9076, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1100, s2.loss_cls: 0.0365, s2.acc: 94.8201, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0521, loss: 1.0674 +2024-03-09 20:12:28,408 - mmdet - INFO - Epoch [4][3550/7330] lr: 4.612e-06, eta: 4 days, 9:08:22, time: 1.570, data_time: 0.150, memory: 21907, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1512, s0.acc: 94.9624, s0.loss_bbox: 0.1869, s0.loss_mask: 0.2338, s1.loss_cls: 0.0759, s1.acc: 94.8277, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1103, s2.loss_cls: 0.0379, s2.acc: 94.6515, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0518, loss: 1.0449 +2024-03-09 20:13:49,251 - mmdet - INFO - Epoch [4][3600/7330] lr: 4.612e-06, eta: 4 days, 9:07:16, time: 1.617, data_time: 0.173, memory: 21907, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1585, s0.acc: 94.6918, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2465, s1.loss_cls: 0.0778, s1.acc: 94.6474, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1166, s2.loss_cls: 0.0384, s2.acc: 94.5992, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0549, loss: 1.1048 +2024-03-09 20:15:10,012 - mmdet - INFO - Epoch [4][3650/7330] lr: 4.612e-06, eta: 4 days, 9:06:10, time: 1.615, data_time: 0.164, memory: 21907, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1396, s0.acc: 95.2385, s0.loss_bbox: 0.1908, s0.loss_mask: 0.2378, s1.loss_cls: 0.0691, s1.acc: 95.2159, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1126, s2.loss_cls: 0.0343, s2.acc: 95.0910, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0525, loss: 1.0289 +2024-03-09 20:16:28,163 - mmdet - INFO - Epoch [4][3700/7330] lr: 4.612e-06, eta: 4 days, 9:04:39, time: 1.563, data_time: 0.121, memory: 21907, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1599, s0.acc: 94.5669, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2429, s1.loss_cls: 0.0795, s1.acc: 94.4049, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1148, s2.loss_cls: 0.0403, s2.acc: 94.1743, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0536, loss: 1.1056 +2024-03-09 20:17:51,416 - mmdet - INFO - Epoch [4][3750/7330] lr: 4.612e-06, eta: 4 days, 9:03:55, time: 1.665, data_time: 0.193, memory: 21907, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1570, s0.acc: 94.7559, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2435, s1.loss_cls: 0.0769, s1.acc: 94.7078, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1137, s2.loss_cls: 0.0385, s2.acc: 94.5816, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0528, loss: 1.1010 +2024-03-09 20:19:11,453 - mmdet - INFO - Epoch [4][3800/7330] lr: 4.612e-06, eta: 4 days, 9:02:41, time: 1.601, data_time: 0.138, memory: 21907, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1536, s0.acc: 94.7988, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2372, s1.loss_cls: 0.0752, s1.acc: 94.7381, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1129, s2.loss_cls: 0.0375, s2.acc: 94.6047, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0530, loss: 1.0730 +2024-03-09 20:20:32,311 - mmdet - INFO - Epoch [4][3850/7330] lr: 4.612e-06, eta: 4 days, 9:01:35, time: 1.617, data_time: 0.149, memory: 21907, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1580, s0.acc: 94.7063, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2351, s1.loss_cls: 0.0783, s1.acc: 94.6518, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1117, s2.loss_cls: 0.0393, s2.acc: 94.4950, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0525, loss: 1.0936 +2024-03-09 20:21:50,493 - mmdet - INFO - Epoch [4][3900/7330] lr: 4.612e-06, eta: 4 days, 9:00:04, time: 1.564, data_time: 0.158, memory: 21907, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1555, s0.acc: 94.7346, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2439, s1.loss_cls: 0.0780, s1.acc: 94.5773, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1174, s2.loss_cls: 0.0384, s2.acc: 94.5105, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0549, loss: 1.0962 +2024-03-09 20:23:10,064 - mmdet - INFO - Epoch [4][3950/7330] lr: 4.612e-06, eta: 4 days, 8:58:46, time: 1.591, data_time: 0.113, memory: 21907, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1488, s0.acc: 94.9238, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2414, s1.loss_cls: 0.0725, s1.acc: 94.9082, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1147, s2.loss_cls: 0.0359, s2.acc: 94.8163, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0540, loss: 1.0696 +2024-03-09 20:24:30,943 - mmdet - INFO - Epoch [4][4000/7330] lr: 4.612e-06, eta: 4 days, 8:57:40, time: 1.618, data_time: 0.190, memory: 21907, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1627, s0.acc: 94.5754, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2490, s1.loss_cls: 0.0799, s1.acc: 94.4856, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1166, s2.loss_cls: 0.0400, s2.acc: 94.3963, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0543, loss: 1.1203 +2024-03-09 20:25:49,981 - mmdet - INFO - Epoch [4][4050/7330] lr: 4.612e-06, eta: 4 days, 8:56:17, time: 1.581, data_time: 0.205, memory: 21907, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1601, s0.acc: 94.5376, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2472, s1.loss_cls: 0.0781, s1.acc: 94.4713, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1161, s2.loss_cls: 0.0393, s2.acc: 94.3529, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0542, loss: 1.1145 +2024-03-09 20:27:09,575 - mmdet - INFO - Epoch [4][4100/7330] lr: 4.612e-06, eta: 4 days, 8:54:59, time: 1.592, data_time: 0.155, memory: 21907, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1564, s0.acc: 94.7620, s0.loss_bbox: 0.1991, s0.loss_mask: 0.2389, s1.loss_cls: 0.0790, s1.acc: 94.5893, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1136, s2.loss_cls: 0.0400, s2.acc: 94.2835, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0534, loss: 1.0779 +2024-03-09 20:28:33,433 - mmdet - INFO - Epoch [4][4150/7330] lr: 4.612e-06, eta: 4 days, 8:54:20, time: 1.677, data_time: 0.181, memory: 21907, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1470, s0.acc: 95.1251, s0.loss_bbox: 0.1889, s0.loss_mask: 0.2317, s1.loss_cls: 0.0728, s1.acc: 94.9890, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1108, s2.loss_cls: 0.0365, s2.acc: 94.8281, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0526, loss: 1.0277 +2024-03-09 20:29:53,019 - mmdet - INFO - Epoch [4][4200/7330] lr: 4.612e-06, eta: 4 days, 8:53:02, time: 1.592, data_time: 0.134, memory: 21907, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1650, s0.acc: 94.3362, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2410, s1.loss_cls: 0.0800, s1.acc: 94.2272, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1153, s2.loss_cls: 0.0403, s2.acc: 94.0575, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0543, loss: 1.1246 +2024-03-09 20:31:12,334 - mmdet - INFO - Epoch [4][4250/7330] lr: 4.612e-06, eta: 4 days, 8:51:42, time: 1.586, data_time: 0.138, memory: 21907, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1631, s0.acc: 94.5229, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2435, s1.loss_cls: 0.0790, s1.acc: 94.5812, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1156, s2.loss_cls: 0.0393, s2.acc: 94.4806, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0541, loss: 1.1130 +2024-03-09 20:32:30,910 - mmdet - INFO - Epoch [4][4300/7330] lr: 4.612e-06, eta: 4 days, 8:50:15, time: 1.572, data_time: 0.161, memory: 21907, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1624, s0.acc: 94.5200, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2444, s1.loss_cls: 0.0783, s1.acc: 94.6258, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1173, s2.loss_cls: 0.0385, s2.acc: 94.4981, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0548, loss: 1.1145 +2024-03-09 20:33:53,272 - mmdet - INFO - Epoch [4][4350/7330] lr: 4.612e-06, eta: 4 days, 8:49:22, time: 1.647, data_time: 0.171, memory: 21907, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1722, s0.acc: 94.2332, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2466, s1.loss_cls: 0.0820, s1.acc: 94.3372, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1180, s2.loss_cls: 0.0408, s2.acc: 94.2248, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0549, loss: 1.1504 +2024-03-09 20:35:16,535 - mmdet - INFO - Epoch [4][4400/7330] lr: 4.612e-06, eta: 4 days, 8:48:37, time: 1.665, data_time: 0.175, memory: 21907, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1720, s0.acc: 94.1497, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2497, s1.loss_cls: 0.0816, s1.acc: 94.3432, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1186, s2.loss_cls: 0.0397, s2.acc: 94.3444, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0551, loss: 1.1705 +2024-03-09 20:36:39,889 - mmdet - INFO - Epoch [4][4450/7330] lr: 4.612e-06, eta: 4 days, 8:47:53, time: 1.667, data_time: 0.172, memory: 21907, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1842, s0.acc: 93.9180, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2504, s1.loss_cls: 0.0876, s1.acc: 94.1125, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1185, s2.loss_cls: 0.0426, s2.acc: 94.1190, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0551, loss: 1.1867 +2024-03-09 20:38:01,283 - mmdet - INFO - Epoch [4][4500/7330] lr: 4.612e-06, eta: 4 days, 8:46:51, time: 1.628, data_time: 0.154, memory: 21907, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1784, s0.acc: 93.9761, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2459, s1.loss_cls: 0.0857, s1.acc: 94.0471, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1160, s2.loss_cls: 0.0422, s2.acc: 93.9292, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0540, loss: 1.1690 +2024-03-09 20:39:20,070 - mmdet - INFO - Epoch [4][4550/7330] lr: 4.612e-06, eta: 4 days, 8:45:25, time: 1.576, data_time: 0.150, memory: 21907, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1612, s0.acc: 94.5916, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2430, s1.loss_cls: 0.0794, s1.acc: 94.5060, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1159, s2.loss_cls: 0.0392, s2.acc: 94.3226, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0542, loss: 1.1116 +2024-03-09 20:40:44,002 - mmdet - INFO - Epoch [4][4600/7330] lr: 4.612e-06, eta: 4 days, 8:44:46, time: 1.678, data_time: 0.207, memory: 21907, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1655, s0.acc: 94.3757, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2516, s1.loss_cls: 0.0806, s1.acc: 94.3959, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1194, s2.loss_cls: 0.0401, s2.acc: 94.3066, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0563, loss: 1.1428 +2024-03-09 20:42:01,751 - mmdet - INFO - Epoch [4][4650/7330] lr: 4.612e-06, eta: 4 days, 8:43:11, time: 1.555, data_time: 0.144, memory: 21907, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1740, s0.acc: 94.0901, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2473, s1.loss_cls: 0.0840, s1.acc: 94.1070, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1172, s2.loss_cls: 0.0412, s2.acc: 94.0259, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0550, loss: 1.1670 +2024-03-09 20:43:21,705 - mmdet - INFO - Epoch [4][4700/7330] lr: 4.612e-06, eta: 4 days, 8:41:56, time: 1.599, data_time: 0.193, memory: 21907, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1583, s0.acc: 94.7046, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2415, s1.loss_cls: 0.0760, s1.acc: 94.8021, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1137, s2.loss_cls: 0.0382, s2.acc: 94.5982, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0530, loss: 1.1017 +2024-03-09 20:44:39,571 - mmdet - INFO - Epoch [4][4750/7330] lr: 4.612e-06, eta: 4 days, 8:40:23, time: 1.557, data_time: 0.120, memory: 21907, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1589, s0.acc: 94.6475, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2408, s1.loss_cls: 0.0777, s1.acc: 94.5888, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1137, s2.loss_cls: 0.0386, s2.acc: 94.5175, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0528, loss: 1.1053 +2024-03-09 20:46:02,843 - mmdet - INFO - Epoch [4][4800/7330] lr: 4.612e-06, eta: 4 days, 8:39:37, time: 1.665, data_time: 0.187, memory: 21907, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1610, s0.acc: 94.5400, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2512, s1.loss_cls: 0.0781, s1.acc: 94.5176, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1191, s2.loss_cls: 0.0386, s2.acc: 94.4639, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0559, loss: 1.1286 +2024-03-09 20:47:24,057 - mmdet - INFO - Epoch [4][4850/7330] lr: 4.612e-06, eta: 4 days, 8:38:33, time: 1.624, data_time: 0.159, memory: 21907, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1610, s0.acc: 94.5166, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2424, s1.loss_cls: 0.0775, s1.acc: 94.5155, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1163, s2.loss_cls: 0.0387, s2.acc: 94.4059, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0550, loss: 1.1280 +2024-03-09 20:48:46,852 - mmdet - INFO - Epoch [4][4900/7330] lr: 4.612e-06, eta: 4 days, 8:37:43, time: 1.656, data_time: 0.154, memory: 21907, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1529, s0.acc: 94.7937, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2459, s1.loss_cls: 0.0757, s1.acc: 94.8196, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1165, s2.loss_cls: 0.0376, s2.acc: 94.5598, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0546, loss: 1.0841 +2024-03-09 20:50:04,311 - mmdet - INFO - Epoch [4][4950/7330] lr: 4.612e-06, eta: 4 days, 8:36:06, time: 1.549, data_time: 0.148, memory: 21907, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1604, s0.acc: 94.4949, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2472, s1.loss_cls: 0.0781, s1.acc: 94.5082, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1166, s2.loss_cls: 0.0390, s2.acc: 94.3922, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0541, loss: 1.1248 +2024-03-09 20:51:27,654 - mmdet - INFO - Epoch [4][5000/7330] lr: 4.612e-06, eta: 4 days, 8:35:20, time: 1.667, data_time: 0.155, memory: 21907, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1597, s0.acc: 94.6047, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2378, s1.loss_cls: 0.0784, s1.acc: 94.5163, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1135, s2.loss_cls: 0.0392, s2.acc: 94.3658, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0533, loss: 1.0960 +2024-03-09 20:52:49,721 - mmdet - INFO - Epoch [4][5050/7330] lr: 4.612e-06, eta: 4 days, 8:34:24, time: 1.641, data_time: 0.152, memory: 21907, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1534, s0.acc: 94.9003, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2407, s1.loss_cls: 0.0760, s1.acc: 94.8425, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1140, s2.loss_cls: 0.0381, s2.acc: 94.6843, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0537, loss: 1.0811 +2024-03-09 20:54:11,176 - mmdet - INFO - Epoch [4][5100/7330] lr: 4.612e-06, eta: 4 days, 8:33:21, time: 1.629, data_time: 0.226, memory: 21907, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1481, s0.acc: 95.0227, s0.loss_bbox: 0.1954, s0.loss_mask: 0.2338, s1.loss_cls: 0.0737, s1.acc: 94.9868, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1115, s2.loss_cls: 0.0378, s2.acc: 94.7466, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0531, loss: 1.0529 +2024-03-09 20:55:33,067 - mmdet - INFO - Epoch [4][5150/7330] lr: 4.612e-06, eta: 4 days, 8:32:23, time: 1.638, data_time: 0.147, memory: 21907, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1649, s0.acc: 94.4582, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2500, s1.loss_cls: 0.0811, s1.acc: 94.3546, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1183, s2.loss_cls: 0.0406, s2.acc: 94.0802, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0553, loss: 1.1404 +2024-03-09 20:56:53,612 - mmdet - INFO - Epoch [4][5200/7330] lr: 4.612e-06, eta: 4 days, 8:31:12, time: 1.611, data_time: 0.143, memory: 21907, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1678, s0.acc: 94.4314, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2450, s1.loss_cls: 0.0828, s1.acc: 94.3840, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1152, s2.loss_cls: 0.0415, s2.acc: 94.1361, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0534, loss: 1.1265 +2024-03-09 20:58:14,574 - mmdet - INFO - Epoch [4][5250/7330] lr: 4.612e-06, eta: 4 days, 8:30:06, time: 1.620, data_time: 0.170, memory: 21907, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1596, s0.acc: 94.5400, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2383, s1.loss_cls: 0.0786, s1.acc: 94.5343, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1105, s2.loss_cls: 0.0391, s2.acc: 94.4006, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0516, loss: 1.0910 +2024-03-09 20:59:33,629 - mmdet - INFO - Epoch [4][5300/7330] lr: 4.612e-06, eta: 4 days, 8:28:43, time: 1.581, data_time: 0.167, memory: 21907, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1616, s0.acc: 94.5264, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2478, s1.loss_cls: 0.0790, s1.acc: 94.5658, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1180, s2.loss_cls: 0.0400, s2.acc: 94.3145, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0555, loss: 1.1233 +2024-03-09 21:00:53,657 - mmdet - INFO - Epoch [4][5350/7330] lr: 4.612e-06, eta: 4 days, 8:27:28, time: 1.601, data_time: 0.136, memory: 21907, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1665, s0.acc: 94.4097, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2411, s1.loss_cls: 0.0827, s1.acc: 94.3114, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1154, s2.loss_cls: 0.0407, s2.acc: 94.2281, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0543, loss: 1.1266 +2024-03-09 21:02:16,898 - mmdet - INFO - Epoch [4][5400/7330] lr: 4.612e-06, eta: 4 days, 8:26:41, time: 1.665, data_time: 0.167, memory: 21907, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1562, s0.acc: 94.7119, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2447, s1.loss_cls: 0.0753, s1.acc: 94.7546, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1177, s2.loss_cls: 0.0379, s2.acc: 94.5158, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0553, loss: 1.1027 +2024-03-09 21:03:36,205 - mmdet - INFO - Epoch [4][5450/7330] lr: 4.612e-06, eta: 4 days, 8:25:20, time: 1.586, data_time: 0.160, memory: 21907, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1665, s0.acc: 94.5566, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2367, s1.loss_cls: 0.0802, s1.acc: 94.5849, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1126, s2.loss_cls: 0.0395, s2.acc: 94.4344, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0527, loss: 1.1029 +2024-03-09 21:04:55,728 - mmdet - INFO - Epoch [4][5500/7330] lr: 4.612e-06, eta: 4 days, 8:24:00, time: 1.590, data_time: 0.182, memory: 21907, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1603, s0.acc: 94.7734, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2423, s1.loss_cls: 0.0783, s1.acc: 94.7541, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1161, s2.loss_cls: 0.0389, s2.acc: 94.5958, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0545, loss: 1.0887 +2024-03-09 21:06:13,255 - mmdet - INFO - Epoch [4][5550/7330] lr: 4.612e-06, eta: 4 days, 8:22:24, time: 1.551, data_time: 0.134, memory: 21907, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1600, s0.acc: 94.6538, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2409, s1.loss_cls: 0.0788, s1.acc: 94.5700, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1136, s2.loss_cls: 0.0388, s2.acc: 94.4308, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0529, loss: 1.0911 +2024-03-09 21:07:30,946 - mmdet - INFO - Epoch [4][5600/7330] lr: 4.612e-06, eta: 4 days, 8:20:49, time: 1.554, data_time: 0.142, memory: 21907, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1641, s0.acc: 94.4380, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2396, s1.loss_cls: 0.0825, s1.acc: 94.2879, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1154, s2.loss_cls: 0.0407, s2.acc: 94.0787, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0543, loss: 1.1165 +2024-03-09 21:08:52,509 - mmdet - INFO - Epoch [4][5650/7330] lr: 4.612e-06, eta: 4 days, 8:19:47, time: 1.631, data_time: 0.187, memory: 21907, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1696, s0.acc: 94.3230, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2447, s1.loss_cls: 0.0842, s1.acc: 94.1918, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1154, s2.loss_cls: 0.0414, s2.acc: 94.1209, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0536, loss: 1.1388 +2024-03-09 21:10:14,307 - mmdet - INFO - Epoch [4][5700/7330] lr: 4.612e-06, eta: 4 days, 8:18:47, time: 1.636, data_time: 0.150, memory: 21907, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1468, s0.acc: 95.0466, s0.loss_bbox: 0.1989, s0.loss_mask: 0.2293, s1.loss_cls: 0.0726, s1.acc: 95.0054, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1091, s2.loss_cls: 0.0365, s2.acc: 94.7530, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0510, loss: 1.0436 +2024-03-09 21:11:33,387 - mmdet - INFO - Epoch [4][5750/7330] lr: 4.612e-06, eta: 4 days, 8:17:24, time: 1.582, data_time: 0.153, memory: 21907, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1634, s0.acc: 94.4263, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2463, s1.loss_cls: 0.0813, s1.acc: 94.2634, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1165, s2.loss_cls: 0.0402, s2.acc: 94.2489, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0548, loss: 1.1192 +2024-03-09 21:12:58,246 - mmdet - INFO - Epoch [4][5800/7330] lr: 4.612e-06, eta: 4 days, 8:16:50, time: 1.697, data_time: 0.134, memory: 21907, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1692, s0.acc: 94.3803, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2459, s1.loss_cls: 0.0822, s1.acc: 94.4040, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1166, s2.loss_cls: 0.0412, s2.acc: 94.2679, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0542, loss: 1.1429 +2024-03-09 21:14:17,878 - mmdet - INFO - Epoch [4][5850/7330] lr: 4.612e-06, eta: 4 days, 8:15:32, time: 1.593, data_time: 0.189, memory: 21907, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1580, s0.acc: 94.6335, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2461, s1.loss_cls: 0.0770, s1.acc: 94.6604, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1177, s2.loss_cls: 0.0385, s2.acc: 94.5588, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0550, loss: 1.1017 +2024-03-09 21:15:37,479 - mmdet - INFO - Epoch [4][5900/7330] lr: 4.612e-06, eta: 4 days, 8:14:13, time: 1.592, data_time: 0.207, memory: 21907, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1611, s0.acc: 94.5998, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2471, s1.loss_cls: 0.0816, s1.acc: 94.4217, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1172, s2.loss_cls: 0.0412, s2.acc: 94.2192, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0549, loss: 1.1158 +2024-03-09 21:16:57,057 - mmdet - INFO - Epoch [4][5950/7330] lr: 4.612e-06, eta: 4 days, 8:12:54, time: 1.592, data_time: 0.160, memory: 21907, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1599, s0.acc: 94.6116, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2503, s1.loss_cls: 0.0780, s1.acc: 94.5952, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1204, s2.loss_cls: 0.0389, s2.acc: 94.3853, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0570, loss: 1.1291 +2024-03-09 21:18:18,118 - mmdet - INFO - Epoch [4][6000/7330] lr: 4.612e-06, eta: 4 days, 8:11:48, time: 1.621, data_time: 0.177, memory: 21907, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1562, s0.acc: 94.6897, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2456, s1.loss_cls: 0.0754, s1.acc: 94.7237, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1163, s2.loss_cls: 0.0377, s2.acc: 94.5693, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0545, loss: 1.1085 +2024-03-09 21:19:41,111 - mmdet - INFO - Epoch [4][6050/7330] lr: 4.612e-06, eta: 4 days, 8:10:58, time: 1.660, data_time: 0.197, memory: 21907, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1734, s0.acc: 94.1536, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2478, s1.loss_cls: 0.0833, s1.acc: 94.3042, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1178, s2.loss_cls: 0.0410, s2.acc: 94.1776, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0553, loss: 1.1618 +2024-03-09 21:21:01,685 - mmdet - INFO - Epoch [4][6100/7330] lr: 4.612e-06, eta: 4 days, 8:09:47, time: 1.611, data_time: 0.159, memory: 21907, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1742, s0.acc: 94.2415, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2510, s1.loss_cls: 0.0846, s1.acc: 94.2602, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1184, s2.loss_cls: 0.0412, s2.acc: 94.1128, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0548, loss: 1.1519 +2024-03-09 21:22:18,826 - mmdet - INFO - Epoch [4][6150/7330] lr: 4.612e-06, eta: 4 days, 8:08:08, time: 1.543, data_time: 0.189, memory: 21907, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1613, s0.acc: 94.6013, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2543, s1.loss_cls: 0.0780, s1.acc: 94.5977, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1202, s2.loss_cls: 0.0383, s2.acc: 94.6571, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0559, loss: 1.1244 +2024-03-09 21:23:39,763 - mmdet - INFO - Epoch [4][6200/7330] lr: 4.612e-06, eta: 4 days, 8:07:00, time: 1.619, data_time: 0.157, memory: 21907, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1604, s0.acc: 94.7652, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2390, s1.loss_cls: 0.0770, s1.acc: 94.7236, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1133, s2.loss_cls: 0.0382, s2.acc: 94.6644, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0533, loss: 1.0904 +2024-03-09 21:25:01,594 - mmdet - INFO - Epoch [4][6250/7330] lr: 4.612e-06, eta: 4 days, 8:06:00, time: 1.637, data_time: 0.174, memory: 21907, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1461, s0.acc: 95.2078, s0.loss_bbox: 0.1905, s0.loss_mask: 0.2366, s1.loss_cls: 0.0711, s1.acc: 95.2747, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1131, s2.loss_cls: 0.0363, s2.acc: 94.9242, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0533, loss: 1.0410 +2024-03-09 21:26:25,795 - mmdet - INFO - Epoch [4][6300/7330] lr: 4.612e-06, eta: 4 days, 8:05:19, time: 1.684, data_time: 0.168, memory: 21907, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1415, s0.acc: 95.2773, s0.loss_bbox: 0.1918, s0.loss_mask: 0.2385, s1.loss_cls: 0.0686, s1.acc: 95.3041, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1129, s2.loss_cls: 0.0344, s2.acc: 95.1003, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0529, loss: 1.0355 +2024-03-09 21:27:45,408 - mmdet - INFO - Epoch [4][6350/7330] lr: 4.612e-06, eta: 4 days, 8:04:01, time: 1.592, data_time: 0.193, memory: 21907, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1589, s0.acc: 94.6260, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2378, s1.loss_cls: 0.0782, s1.acc: 94.5745, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1136, s2.loss_cls: 0.0390, s2.acc: 94.4793, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0535, loss: 1.0979 +2024-03-09 21:29:06,245 - mmdet - INFO - Epoch [4][6400/7330] lr: 4.612e-06, eta: 4 days, 8:02:52, time: 1.617, data_time: 0.179, memory: 21907, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1497, s0.acc: 94.9609, s0.loss_bbox: 0.1988, s0.loss_mask: 0.2436, s1.loss_cls: 0.0730, s1.acc: 95.0109, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1176, s2.loss_cls: 0.0370, s2.acc: 94.8160, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0558, loss: 1.0701 +2024-03-09 21:30:23,613 - mmdet - INFO - Epoch [4][6450/7330] lr: 4.612e-06, eta: 4 days, 8:01:14, time: 1.547, data_time: 0.139, memory: 21907, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1557, s0.acc: 94.6819, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2418, s1.loss_cls: 0.0763, s1.acc: 94.5939, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1151, s2.loss_cls: 0.0385, s2.acc: 94.4750, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0541, loss: 1.0860 +2024-03-09 21:31:41,147 - mmdet - INFO - Epoch [4][6500/7330] lr: 4.612e-06, eta: 4 days, 7:59:38, time: 1.551, data_time: 0.161, memory: 21907, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1515, s0.acc: 94.8940, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2412, s1.loss_cls: 0.0738, s1.acc: 94.8764, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1144, s2.loss_cls: 0.0373, s2.acc: 94.6061, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0542, loss: 1.0834 +2024-03-09 21:32:58,892 - mmdet - INFO - Epoch [4][6550/7330] lr: 4.612e-06, eta: 4 days, 7:58:04, time: 1.554, data_time: 0.170, memory: 21907, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1495, s0.acc: 95.0330, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2464, s1.loss_cls: 0.0731, s1.acc: 94.9835, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1171, s2.loss_cls: 0.0367, s2.acc: 94.7875, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0548, loss: 1.0796 +2024-03-09 21:34:19,699 - mmdet - INFO - Epoch [4][6600/7330] lr: 4.612e-06, eta: 4 days, 7:56:55, time: 1.617, data_time: 0.185, memory: 21907, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1608, s0.acc: 94.6501, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2481, s1.loss_cls: 0.0778, s1.acc: 94.7164, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1186, s2.loss_cls: 0.0384, s2.acc: 94.5415, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0553, loss: 1.1187 +2024-03-09 21:35:36,670 - mmdet - INFO - Epoch [4][6650/7330] lr: 4.612e-06, eta: 4 days, 7:55:15, time: 1.539, data_time: 0.135, memory: 21907, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1572, s0.acc: 94.7834, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2381, s1.loss_cls: 0.0757, s1.acc: 94.7606, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1142, s2.loss_cls: 0.0382, s2.acc: 94.5289, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0536, loss: 1.1030 +2024-03-09 21:36:56,421 - mmdet - INFO - Epoch [4][6700/7330] lr: 4.612e-06, eta: 4 days, 7:53:57, time: 1.595, data_time: 0.188, memory: 21907, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1517, s0.acc: 94.8684, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2375, s1.loss_cls: 0.0750, s1.acc: 94.8613, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1135, s2.loss_cls: 0.0379, s2.acc: 94.5926, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0536, loss: 1.0746 +2024-03-09 21:38:20,272 - mmdet - INFO - Epoch [4][6750/7330] lr: 4.612e-06, eta: 4 days, 7:53:13, time: 1.677, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1552, s0.acc: 94.7649, s0.loss_bbox: 0.2000, s0.loss_mask: 0.2441, s1.loss_cls: 0.0771, s1.acc: 94.6365, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1162, s2.loss_cls: 0.0383, s2.acc: 94.5038, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0539, loss: 1.0909 +2024-03-09 21:39:42,233 - mmdet - INFO - Epoch [4][6800/7330] lr: 4.612e-06, eta: 4 days, 7:52:13, time: 1.639, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1565, s0.acc: 94.8909, s0.loss_bbox: 0.1952, s0.loss_mask: 0.2341, s1.loss_cls: 0.0782, s1.acc: 94.6648, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1112, s2.loss_cls: 0.0395, s2.acc: 94.4770, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0520, loss: 1.0681 +2024-03-09 21:41:00,720 - mmdet - INFO - Epoch [4][6850/7330] lr: 4.612e-06, eta: 4 days, 7:50:45, time: 1.570, data_time: 0.119, memory: 23149, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1490, s0.acc: 95.0572, s0.loss_bbox: 0.1917, s0.loss_mask: 0.2349, s1.loss_cls: 0.0739, s1.acc: 94.9609, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1119, s2.loss_cls: 0.0369, s2.acc: 94.7742, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0525, loss: 1.0455 +2024-03-09 21:42:19,198 - mmdet - INFO - Epoch [4][6900/7330] lr: 4.612e-06, eta: 4 days, 7:49:17, time: 1.570, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1505, s0.acc: 94.8184, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2380, s1.loss_cls: 0.0753, s1.acc: 94.7303, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1133, s2.loss_cls: 0.0375, s2.acc: 94.5698, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0531, loss: 1.0714 +2024-03-09 21:43:43,272 - mmdet - INFO - Epoch [4][6950/7330] lr: 4.612e-06, eta: 4 days, 7:48:35, time: 1.681, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1621, s0.acc: 94.5818, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2445, s1.loss_cls: 0.0791, s1.acc: 94.5135, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1159, s2.loss_cls: 0.0397, s2.acc: 94.3069, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0544, loss: 1.1248 +2024-03-09 21:45:04,116 - mmdet - INFO - Epoch [4][7000/7330] lr: 4.612e-06, eta: 4 days, 7:47:26, time: 1.617, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1478, s0.acc: 95.0657, s0.loss_bbox: 0.1962, s0.loss_mask: 0.2392, s1.loss_cls: 0.0742, s1.acc: 94.9908, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1124, s2.loss_cls: 0.0370, s2.acc: 94.7706, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0533, loss: 1.0529 +2024-03-09 21:46:25,907 - mmdet - INFO - Epoch [4][7050/7330] lr: 4.612e-06, eta: 4 days, 7:46:25, time: 1.636, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1501, s0.acc: 95.0493, s0.loss_bbox: 0.1851, s0.loss_mask: 0.2332, s1.loss_cls: 0.0752, s1.acc: 94.8553, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1094, s2.loss_cls: 0.0379, s2.acc: 94.6710, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0517, loss: 1.0347 +2024-03-09 21:47:51,205 - mmdet - INFO - Epoch [4][7100/7330] lr: 4.612e-06, eta: 4 days, 7:45:51, time: 1.706, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1610, s0.acc: 94.7368, s0.loss_bbox: 0.2039, s0.loss_mask: 0.2406, s1.loss_cls: 0.0799, s1.acc: 94.5778, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1149, s2.loss_cls: 0.0400, s2.acc: 94.3813, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0540, loss: 1.1003 +2024-03-09 21:49:08,462 - mmdet - INFO - Epoch [4][7150/7330] lr: 4.612e-06, eta: 4 days, 7:44:13, time: 1.546, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1483, s0.acc: 95.1240, s0.loss_bbox: 0.1857, s0.loss_mask: 0.2348, s1.loss_cls: 0.0749, s1.acc: 94.9856, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1116, s2.loss_cls: 0.0378, s2.acc: 94.7960, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0525, loss: 1.0385 +2024-03-09 21:50:25,742 - mmdet - INFO - Epoch [4][7200/7330] lr: 4.612e-06, eta: 4 days, 7:42:36, time: 1.546, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1481, s0.acc: 94.9741, s0.loss_bbox: 0.1869, s0.loss_mask: 0.2405, s1.loss_cls: 0.0752, s1.acc: 94.7144, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1143, s2.loss_cls: 0.0377, s2.acc: 94.5563, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0539, loss: 1.0504 +2024-03-09 21:51:43,396 - mmdet - INFO - Epoch [4][7250/7330] lr: 4.612e-06, eta: 4 days, 7:41:01, time: 1.553, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1446, s0.acc: 95.0874, s0.loss_bbox: 0.1889, s0.loss_mask: 0.2374, s1.loss_cls: 0.0735, s1.acc: 94.8967, s1.loss_bbox: 0.0914, s1.loss_mask: 0.1131, s2.loss_cls: 0.0369, s2.acc: 94.6357, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0527, loss: 1.0402 +2024-03-09 21:53:03,412 - mmdet - INFO - Epoch [4][7300/7330] lr: 4.612e-06, eta: 4 days, 7:39:45, time: 1.600, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1559, s0.acc: 94.8387, s0.loss_bbox: 0.1998, s0.loss_mask: 0.2349, s1.loss_cls: 0.0770, s1.acc: 94.7440, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1112, s2.loss_cls: 0.0387, s2.acc: 94.5428, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0520, loss: 1.0678 +2024-03-09 21:53:45,109 - mmdet - INFO - Saving checkpoint at 4 epochs +2024-03-09 22:00:44,955 - mmdet - INFO - Evaluating bbox... +2024-03-09 22:01:20,758 - 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 ] = 0.617 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.472 + 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 ] = 0.479 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.590 + 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 ] = 0.371 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.632 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.742 + +2024-03-09 22:01:20,758 - mmdet - INFO - Evaluating segm... +2024-03-09 22:01:58,471 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.384 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.593 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.416 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.173 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.424 + 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 ] = 0.510 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.510 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.510 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.300 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.563 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.682 + +2024-03-09 22:01:59,117 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-09 22:01:59,119 - mmdet - INFO - Epoch(val) [4][1250] bbox_mAP: 0.4360, bbox_mAP_50: 0.6170, bbox_mAP_75: 0.4720, bbox_mAP_s: 0.2510, bbox_mAP_m: 0.4790, bbox_mAP_l: 0.5900, bbox_mAP_copypaste: 0.436 0.617 0.472 0.251 0.479 0.590, segm_mAP: 0.3840, segm_mAP_50: 0.5930, segm_mAP_75: 0.4160, segm_mAP_s: 0.1730, segm_mAP_m: 0.4240, segm_mAP_l: 0.5740, segm_mAP_copypaste: 0.384 0.593 0.416 0.173 0.424 0.574 +2024-03-09 22:03:25,480 - mmdet - INFO - Epoch [5][50/7330] lr: 4.612e-06, eta: 4 days, 7:32:11, time: 1.725, data_time: 0.233, memory: 23149, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1423, s0.acc: 95.1851, s0.loss_bbox: 0.1907, s0.loss_mask: 0.2315, s1.loss_cls: 0.0708, s1.acc: 95.0492, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1102, s2.loss_cls: 0.0359, s2.acc: 94.7697, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0520, loss: 1.0204 +2024-03-09 22:04:41,350 - mmdet - INFO - Epoch [5][100/7330] lr: 4.612e-06, eta: 4 days, 7:30:22, time: 1.517, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1399, s0.acc: 95.2781, s0.loss_bbox: 0.1839, s0.loss_mask: 0.2313, s1.loss_cls: 0.0707, s1.acc: 95.0898, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1099, s2.loss_cls: 0.0359, s2.acc: 94.8538, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0518, loss: 1.0145 +2024-03-09 22:06:03,529 - mmdet - INFO - Epoch [5][150/7330] lr: 4.612e-06, eta: 4 days, 7:29:25, time: 1.644, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1530, s0.acc: 94.8589, s0.loss_bbox: 0.2013, s0.loss_mask: 0.2409, s1.loss_cls: 0.0754, s1.acc: 94.6902, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1151, s2.loss_cls: 0.0375, s2.acc: 94.5360, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0541, loss: 1.0794 +2024-03-09 22:07:20,470 - mmdet - INFO - Epoch [5][200/7330] lr: 4.612e-06, eta: 4 days, 7:27:45, time: 1.539, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1468, s0.acc: 95.1099, s0.loss_bbox: 0.1901, s0.loss_mask: 0.2317, s1.loss_cls: 0.0738, s1.acc: 94.9291, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1111, s2.loss_cls: 0.0374, s2.acc: 94.6101, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0523, loss: 1.0382 +2024-03-09 22:08:43,162 - mmdet - INFO - Epoch [5][250/7330] lr: 4.612e-06, eta: 4 days, 7:26:51, time: 1.654, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1509, s0.acc: 94.9409, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2377, s1.loss_cls: 0.0746, s1.acc: 94.9174, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1129, s2.loss_cls: 0.0380, s2.acc: 94.5239, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0529, loss: 1.0747 +2024-03-09 22:10:02,035 - mmdet - INFO - Epoch [5][300/7330] lr: 4.612e-06, eta: 4 days, 7:25:27, time: 1.577, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1466, s0.acc: 94.8958, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2354, s1.loss_cls: 0.0723, s1.acc: 94.8220, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1122, s2.loss_cls: 0.0366, s2.acc: 94.6627, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0525, loss: 1.0561 +2024-03-09 22:11:21,362 - mmdet - INFO - Epoch [5][350/7330] lr: 4.612e-06, eta: 4 days, 7:24:06, time: 1.587, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1484, s0.acc: 94.9878, s0.loss_bbox: 0.1997, s0.loss_mask: 0.2435, s1.loss_cls: 0.0732, s1.acc: 94.8780, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1159, s2.loss_cls: 0.0368, s2.acc: 94.7583, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0547, loss: 1.0704 +2024-03-09 22:12:40,953 - mmdet - INFO - Epoch [5][400/7330] lr: 4.612e-06, eta: 4 days, 7:22:48, time: 1.592, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1526, s0.acc: 94.8525, s0.loss_bbox: 0.2022, s0.loss_mask: 0.2430, s1.loss_cls: 0.0739, s1.acc: 94.8913, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1158, s2.loss_cls: 0.0368, s2.acc: 94.7516, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0541, loss: 1.0762 +2024-03-09 22:14:00,714 - mmdet - INFO - Epoch [5][450/7330] lr: 4.612e-06, eta: 4 days, 7:21:31, time: 1.595, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1684, s0.acc: 94.2412, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2448, s1.loss_cls: 0.0811, s1.acc: 94.3508, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1163, s2.loss_cls: 0.0409, s2.acc: 94.1473, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0544, loss: 1.1562 +2024-03-09 22:15:21,751 - mmdet - INFO - Epoch [5][500/7330] lr: 4.612e-06, eta: 4 days, 7:20:23, time: 1.621, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1503, s0.acc: 94.8203, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2376, s1.loss_cls: 0.0736, s1.acc: 94.7540, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1132, s2.loss_cls: 0.0368, s2.acc: 94.5730, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0531, loss: 1.0694 +2024-03-09 22:16:43,423 - mmdet - INFO - Epoch [5][550/7330] lr: 4.612e-06, eta: 4 days, 7:19:21, time: 1.633, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1509, s0.acc: 94.9136, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2301, s1.loss_cls: 0.0734, s1.acc: 94.9114, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1105, s2.loss_cls: 0.0365, s2.acc: 94.7416, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0520, loss: 1.0535 +2024-03-09 22:18:02,915 - mmdet - INFO - Epoch [5][600/7330] lr: 4.612e-06, eta: 4 days, 7:18:02, time: 1.590, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1496, s0.acc: 94.8291, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2404, s1.loss_cls: 0.0746, s1.acc: 94.6815, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1142, s2.loss_cls: 0.0382, s2.acc: 94.4501, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0532, loss: 1.0803 +2024-03-09 22:19:22,331 - mmdet - INFO - Epoch [5][650/7330] lr: 4.612e-06, eta: 4 days, 7:16:42, time: 1.588, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1516, s0.acc: 94.8887, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2378, s1.loss_cls: 0.0744, s1.acc: 94.7574, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1127, s2.loss_cls: 0.0381, s2.acc: 94.5306, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0528, loss: 1.0702 +2024-03-09 22:20:42,110 - mmdet - INFO - Epoch [5][700/7330] lr: 4.612e-06, eta: 4 days, 7:15:25, time: 1.596, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1450, s0.acc: 95.0735, s0.loss_bbox: 0.1897, s0.loss_mask: 0.2300, s1.loss_cls: 0.0720, s1.acc: 94.9672, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1099, s2.loss_cls: 0.0365, s2.acc: 94.6882, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0512, loss: 1.0234 +2024-03-09 22:22:03,392 - mmdet - INFO - Epoch [5][750/7330] lr: 4.612e-06, eta: 4 days, 7:14:19, time: 1.626, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1602, s0.acc: 94.5051, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2412, s1.loss_cls: 0.0779, s1.acc: 94.5708, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1141, s2.loss_cls: 0.0396, s2.acc: 94.2053, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0535, loss: 1.1114 +2024-03-09 22:23:24,860 - mmdet - INFO - Epoch [5][800/7330] lr: 4.612e-06, eta: 4 days, 7:13:15, time: 1.629, data_time: 0.203, memory: 23149, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1596, s0.acc: 94.4651, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2355, s1.loss_cls: 0.0766, s1.acc: 94.5890, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1130, s2.loss_cls: 0.0382, s2.acc: 94.4163, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0527, loss: 1.1038 +2024-03-09 22:24:45,223 - mmdet - INFO - Epoch [5][850/7330] lr: 4.612e-06, eta: 4 days, 7:12:03, time: 1.607, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1619, s0.acc: 94.5449, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2392, s1.loss_cls: 0.0790, s1.acc: 94.5962, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1125, s2.loss_cls: 0.0393, s2.acc: 94.4105, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0527, loss: 1.1077 +2024-03-09 22:25:59,337 - mmdet - INFO - Epoch [5][900/7330] lr: 4.612e-06, eta: 4 days, 7:10:02, time: 1.482, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1560, s0.acc: 94.7791, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2334, s1.loss_cls: 0.0750, s1.acc: 94.8565, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1118, s2.loss_cls: 0.0374, s2.acc: 94.6406, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0523, loss: 1.0669 +2024-03-09 22:27:19,006 - mmdet - INFO - Epoch [5][950/7330] lr: 4.612e-06, eta: 4 days, 7:08:44, time: 1.593, data_time: 0.117, memory: 23149, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1554, s0.acc: 94.9084, s0.loss_bbox: 0.1973, s0.loss_mask: 0.2420, s1.loss_cls: 0.0768, s1.acc: 94.8687, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1133, s2.loss_cls: 0.0381, s2.acc: 94.7137, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0526, loss: 1.0676 +2024-03-09 22:28:37,504 - mmdet - INFO - Epoch [5][1000/7330] lr: 4.612e-06, eta: 4 days, 7:07:17, time: 1.570, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1567, s0.acc: 94.7468, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2428, s1.loss_cls: 0.0777, s1.acc: 94.6017, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1151, s2.loss_cls: 0.0389, s2.acc: 94.3995, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0540, loss: 1.0972 +2024-03-09 22:30:00,525 - mmdet - INFO - Epoch [5][1050/7330] lr: 4.612e-06, eta: 4 days, 7:06:24, time: 1.660, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1468, s0.acc: 94.9648, s0.loss_bbox: 0.1973, s0.loss_mask: 0.2415, s1.loss_cls: 0.0738, s1.acc: 94.7562, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1142, s2.loss_cls: 0.0369, s2.acc: 94.4943, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0531, loss: 1.0649 +2024-03-09 22:31:24,984 - mmdet - INFO - Epoch [5][1100/7330] lr: 4.612e-06, eta: 4 days, 7:05:43, time: 1.689, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1466, s0.acc: 94.9482, s0.loss_bbox: 0.1991, s0.loss_mask: 0.2387, s1.loss_cls: 0.0731, s1.acc: 94.7869, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1132, s2.loss_cls: 0.0370, s2.acc: 94.6189, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0525, loss: 1.0612 +2024-03-09 22:32:44,491 - mmdet - INFO - Epoch [5][1150/7330] lr: 4.612e-06, eta: 4 days, 7:04:24, time: 1.590, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1471, s0.acc: 95.0440, s0.loss_bbox: 0.1904, s0.loss_mask: 0.2393, s1.loss_cls: 0.0743, s1.acc: 94.8374, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1132, s2.loss_cls: 0.0372, s2.acc: 94.7113, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0527, loss: 1.0507 +2024-03-09 22:34:07,251 - mmdet - INFO - Epoch [5][1200/7330] lr: 4.612e-06, eta: 4 days, 7:03:29, time: 1.655, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1495, s0.acc: 95.1116, s0.loss_bbox: 0.1929, s0.loss_mask: 0.2378, s1.loss_cls: 0.0754, s1.acc: 94.9353, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1138, s2.loss_cls: 0.0381, s2.acc: 94.6563, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0539, loss: 1.0597 +2024-03-09 22:35:23,974 - mmdet - INFO - Epoch [5][1250/7330] lr: 4.612e-06, eta: 4 days, 7:01:49, time: 1.534, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1473, s0.acc: 95.0681, s0.loss_bbox: 0.1914, s0.loss_mask: 0.2369, s1.loss_cls: 0.0755, s1.acc: 94.8257, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1131, s2.loss_cls: 0.0382, s2.acc: 94.5759, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0530, loss: 1.0537 +2024-03-09 22:36:42,218 - mmdet - INFO - Epoch [5][1300/7330] lr: 4.612e-06, eta: 4 days, 7:00:20, time: 1.565, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1406, s0.acc: 95.4224, s0.loss_bbox: 0.1793, s0.loss_mask: 0.2300, s1.loss_cls: 0.0705, s1.acc: 95.3003, s1.loss_bbox: 0.0888, s1.loss_mask: 0.1082, s2.loss_cls: 0.0354, s2.acc: 95.1299, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0511, loss: 1.0034 +2024-03-09 22:38:00,589 - mmdet - INFO - Epoch [5][1350/7330] lr: 4.612e-06, eta: 4 days, 6:58:52, time: 1.568, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1425, s0.acc: 95.2949, s0.loss_bbox: 0.1829, s0.loss_mask: 0.2320, s1.loss_cls: 0.0710, s1.acc: 95.1477, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1119, s2.loss_cls: 0.0357, s2.acc: 95.0147, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0528, loss: 1.0163 +2024-03-09 22:39:21,630 - mmdet - INFO - Epoch [5][1400/7330] lr: 4.612e-06, eta: 4 days, 6:57:44, time: 1.621, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1486, s0.acc: 94.9867, s0.loss_bbox: 0.1954, s0.loss_mask: 0.2397, s1.loss_cls: 0.0734, s1.acc: 94.9643, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1137, s2.loss_cls: 0.0367, s2.acc: 94.8440, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0538, loss: 1.0602 +2024-03-09 22:40:43,513 - mmdet - INFO - Epoch [5][1450/7330] lr: 4.612e-06, eta: 4 days, 6:56:43, time: 1.638, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1379, s0.acc: 95.3350, s0.loss_bbox: 0.1818, s0.loss_mask: 0.2366, s1.loss_cls: 0.0692, s1.acc: 95.1145, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1130, s2.loss_cls: 0.0357, s2.acc: 94.7799, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0530, loss: 1.0201 +2024-03-09 22:42:06,936 - mmdet - INFO - Epoch [5][1500/7330] lr: 4.612e-06, eta: 4 days, 6:55:53, time: 1.668, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1486, s0.acc: 95.0077, s0.loss_bbox: 0.1904, s0.loss_mask: 0.2362, s1.loss_cls: 0.0740, s1.acc: 94.8601, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1137, s2.loss_cls: 0.0376, s2.acc: 94.5846, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0540, loss: 1.0521 +2024-03-09 22:43:26,463 - mmdet - INFO - Epoch [5][1550/7330] lr: 4.612e-06, eta: 4 days, 6:54:34, time: 1.590, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1486, s0.acc: 95.1389, s0.loss_bbox: 0.1954, s0.loss_mask: 0.2349, s1.loss_cls: 0.0725, s1.acc: 95.0601, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1144, s2.loss_cls: 0.0360, s2.acc: 94.9241, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0546, loss: 1.0505 +2024-03-09 22:44:47,877 - mmdet - INFO - Epoch [5][1600/7330] lr: 4.612e-06, eta: 4 days, 6:53:29, time: 1.629, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1397, s0.acc: 95.2871, s0.loss_bbox: 0.1869, s0.loss_mask: 0.2332, s1.loss_cls: 0.0696, s1.acc: 95.1354, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1117, s2.loss_cls: 0.0349, s2.acc: 95.0267, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0524, loss: 1.0179 +2024-03-09 22:46:13,586 - mmdet - INFO - Epoch [5][1650/7330] lr: 4.612e-06, eta: 4 days, 6:52:56, time: 1.714, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1366, s0.acc: 95.4304, s0.loss_bbox: 0.1860, s0.loss_mask: 0.2308, s1.loss_cls: 0.0681, s1.acc: 95.2584, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1091, s2.loss_cls: 0.0345, s2.acc: 95.0977, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0515, loss: 1.0062 +2024-03-09 22:47:34,878 - mmdet - INFO - Epoch [5][1700/7330] lr: 4.612e-06, eta: 4 days, 6:51:50, time: 1.626, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1411, s0.acc: 95.3288, s0.loss_bbox: 0.1862, s0.loss_mask: 0.2260, s1.loss_cls: 0.0715, s1.acc: 95.0891, s1.loss_bbox: 0.0905, s1.loss_mask: 0.1094, s2.loss_cls: 0.0354, s2.acc: 95.0009, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0518, loss: 1.0069 +2024-03-09 22:48:57,691 - mmdet - INFO - Epoch [5][1750/7330] lr: 4.612e-06, eta: 4 days, 6:50:55, time: 1.656, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1466, s0.acc: 95.0576, s0.loss_bbox: 0.1989, s0.loss_mask: 0.2379, s1.loss_cls: 0.0713, s1.acc: 95.1446, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1120, s2.loss_cls: 0.0359, s2.acc: 94.8962, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0525, loss: 1.0477 +2024-03-09 22:50:17,647 - mmdet - INFO - Epoch [5][1800/7330] lr: 4.612e-06, eta: 4 days, 6:49:39, time: 1.599, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1420, s0.acc: 95.2034, s0.loss_bbox: 0.1937, s0.loss_mask: 0.2339, s1.loss_cls: 0.0690, s1.acc: 95.1587, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1115, s2.loss_cls: 0.0348, s2.acc: 94.9219, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0520, loss: 1.0316 +2024-03-09 22:51:40,531 - mmdet - INFO - Epoch [5][1850/7330] lr: 4.612e-06, eta: 4 days, 6:48:44, time: 1.658, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1413, s0.acc: 95.1997, s0.loss_bbox: 0.1922, s0.loss_mask: 0.2322, s1.loss_cls: 0.0692, s1.acc: 95.1932, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1112, s2.loss_cls: 0.0345, s2.acc: 95.0058, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0521, loss: 1.0237 +2024-03-09 22:53:02,618 - mmdet - INFO - Epoch [5][1900/7330] lr: 4.612e-06, eta: 4 days, 6:47:44, time: 1.642, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1453, s0.acc: 95.1030, s0.loss_bbox: 0.2014, s0.loss_mask: 0.2384, s1.loss_cls: 0.0697, s1.acc: 95.1538, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1119, s2.loss_cls: 0.0347, s2.acc: 95.0087, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0521, loss: 1.0460 +2024-03-09 22:54:25,251 - mmdet - INFO - Epoch [5][1950/7330] lr: 4.612e-06, eta: 4 days, 6:46:47, time: 1.653, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1614, s0.acc: 94.4990, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2426, s1.loss_cls: 0.0781, s1.acc: 94.5691, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1152, s2.loss_cls: 0.0392, s2.acc: 94.4296, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0541, loss: 1.1207 +2024-03-09 22:55:51,060 - mmdet - INFO - Epoch [5][2000/7330] lr: 4.612e-06, eta: 4 days, 6:46:14, time: 1.716, data_time: 0.252, memory: 23149, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1447, s0.acc: 95.0730, s0.loss_bbox: 0.1993, s0.loss_mask: 0.2407, s1.loss_cls: 0.0710, s1.acc: 94.9951, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1148, s2.loss_cls: 0.0356, s2.acc: 94.7290, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0544, loss: 1.0614 +2024-03-09 22:57:10,840 - mmdet - INFO - Epoch [5][2050/7330] lr: 4.612e-06, eta: 4 days, 6:44:57, time: 1.596, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1520, s0.acc: 94.8433, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2339, s1.loss_cls: 0.0734, s1.acc: 94.8671, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1116, s2.loss_cls: 0.0367, s2.acc: 94.6630, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0521, loss: 1.0590 +2024-03-09 22:58:33,007 - mmdet - INFO - Epoch [5][2100/7330] lr: 4.612e-06, eta: 4 days, 6:43:56, time: 1.643, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1595, s0.acc: 94.6393, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2413, s1.loss_cls: 0.0787, s1.acc: 94.5393, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1141, s2.loss_cls: 0.0386, s2.acc: 94.4656, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0531, loss: 1.0906 +2024-03-09 22:59:56,602 - mmdet - INFO - Epoch [5][2150/7330] lr: 4.612e-06, eta: 4 days, 6:43:07, time: 1.672, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1524, s0.acc: 94.7937, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2415, s1.loss_cls: 0.0761, s1.acc: 94.6716, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1158, s2.loss_cls: 0.0381, s2.acc: 94.4789, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0537, loss: 1.0828 +2024-03-09 23:01:19,863 - mmdet - INFO - Epoch [5][2200/7330] lr: 4.612e-06, eta: 4 days, 6:42:15, time: 1.665, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1656, s0.acc: 94.5103, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2455, s1.loss_cls: 0.0794, s1.acc: 94.5231, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1179, s2.loss_cls: 0.0390, s2.acc: 94.3609, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0551, loss: 1.1254 +2024-03-09 23:02:41,358 - mmdet - INFO - Epoch [5][2250/7330] lr: 4.612e-06, eta: 4 days, 6:41:09, time: 1.630, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1451, s0.acc: 95.0767, s0.loss_bbox: 0.1947, s0.loss_mask: 0.2353, s1.loss_cls: 0.0707, s1.acc: 95.1002, s1.loss_bbox: 0.0904, s1.loss_mask: 0.1115, s2.loss_cls: 0.0355, s2.acc: 94.9269, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0523, loss: 1.0337 +2024-03-09 23:04:00,449 - mmdet - INFO - Epoch [5][2300/7330] lr: 4.612e-06, eta: 4 days, 6:39:46, time: 1.582, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1511, s0.acc: 94.8940, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2438, s1.loss_cls: 0.0738, s1.acc: 94.9600, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1158, s2.loss_cls: 0.0371, s2.acc: 94.7853, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0545, loss: 1.0766 +2024-03-09 23:05:23,692 - mmdet - INFO - Epoch [5][2350/7330] lr: 4.612e-06, eta: 4 days, 6:38:54, time: 1.665, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1460, s0.acc: 95.0354, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2383, s1.loss_cls: 0.0702, s1.acc: 95.1243, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1141, s2.loss_cls: 0.0353, s2.acc: 94.9691, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0538, loss: 1.0629 +2024-03-09 23:06:39,712 - mmdet - INFO - Epoch [5][2400/7330] lr: 4.612e-06, eta: 4 days, 6:37:08, time: 1.520, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1447, s0.acc: 95.0701, s0.loss_bbox: 0.2005, s0.loss_mask: 0.2339, s1.loss_cls: 0.0693, s1.acc: 95.1638, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1122, s2.loss_cls: 0.0349, s2.acc: 94.9204, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0529, loss: 1.0427 +2024-03-09 23:08:01,480 - mmdet - INFO - Epoch [5][2450/7330] lr: 4.612e-06, eta: 4 days, 6:36:05, time: 1.635, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1621, s0.acc: 94.4932, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2478, s1.loss_cls: 0.0772, s1.acc: 94.4852, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1185, s2.loss_cls: 0.0380, s2.acc: 94.3756, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0555, loss: 1.1278 +2024-03-09 23:09:25,321 - mmdet - INFO - Epoch [5][2500/7330] lr: 4.612e-06, eta: 4 days, 6:35:16, time: 1.677, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1655, s0.acc: 94.4360, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2388, s1.loss_cls: 0.0801, s1.acc: 94.5102, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1144, s2.loss_cls: 0.0396, s2.acc: 94.4644, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0532, loss: 1.1182 +2024-03-09 23:10:46,212 - mmdet - INFO - Epoch [5][2550/7330] lr: 4.612e-06, eta: 4 days, 6:34:06, time: 1.618, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1793, s0.acc: 93.8813, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2492, s1.loss_cls: 0.0861, s1.acc: 94.0029, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1177, s2.loss_cls: 0.0425, s2.acc: 93.8433, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0550, loss: 1.1829 +2024-03-09 23:12:10,043 - mmdet - INFO - Epoch [5][2600/7330] lr: 4.612e-06, eta: 4 days, 6:33:18, time: 1.677, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1677, s0.acc: 94.2439, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2393, s1.loss_cls: 0.0800, s1.acc: 94.4105, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1142, s2.loss_cls: 0.0391, s2.acc: 94.3836, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0535, loss: 1.1336 +2024-03-09 23:13:31,260 - mmdet - INFO - Epoch [5][2650/7330] lr: 4.612e-06, eta: 4 days, 6:32:10, time: 1.624, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1561, s0.acc: 94.7751, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2421, s1.loss_cls: 0.0765, s1.acc: 94.7427, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1150, s2.loss_cls: 0.0373, s2.acc: 94.6322, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0541, loss: 1.0771 +2024-03-09 23:14:48,288 - mmdet - INFO - Epoch [5][2700/7330] lr: 4.612e-06, eta: 4 days, 6:30:32, time: 1.541, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1592, s0.acc: 94.5134, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2380, s1.loss_cls: 0.0761, s1.acc: 94.5647, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1133, s2.loss_cls: 0.0377, s2.acc: 94.4711, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0530, loss: 1.1042 +2024-03-09 23:16:10,924 - mmdet - INFO - Epoch [5][2750/7330] lr: 4.612e-06, eta: 4 days, 6:29:34, time: 1.653, data_time: 0.212, memory: 23149, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1624, s0.acc: 94.5312, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2422, s1.loss_cls: 0.0778, s1.acc: 94.6024, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1159, s2.loss_cls: 0.0385, s2.acc: 94.4515, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0543, loss: 1.1080 +2024-03-09 23:17:29,798 - mmdet - INFO - Epoch [5][2800/7330] lr: 4.612e-06, eta: 4 days, 6:28:10, time: 1.577, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1608, s0.acc: 94.4136, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2438, s1.loss_cls: 0.0771, s1.acc: 94.4673, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1171, s2.loss_cls: 0.0387, s2.acc: 94.3999, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0546, loss: 1.1143 +2024-03-09 23:18:46,863 - mmdet - INFO - Epoch [5][2850/7330] lr: 4.612e-06, eta: 4 days, 6:26:32, time: 1.541, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1551, s0.acc: 94.6851, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2415, s1.loss_cls: 0.0746, s1.acc: 94.7548, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1154, s2.loss_cls: 0.0370, s2.acc: 94.5756, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0543, loss: 1.1041 +2024-03-09 23:20:06,937 - mmdet - INFO - Epoch [5][2900/7330] lr: 4.612e-06, eta: 4 days, 6:25:16, time: 1.601, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1497, s0.acc: 94.9282, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2351, s1.loss_cls: 0.0734, s1.acc: 94.8821, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1126, s2.loss_cls: 0.0364, s2.acc: 94.7183, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0522, loss: 1.0644 +2024-03-09 23:21:26,025 - mmdet - INFO - Epoch [5][2950/7330] lr: 4.612e-06, eta: 4 days, 6:23:53, time: 1.582, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1532, s0.acc: 94.8250, s0.loss_bbox: 0.2013, s0.loss_mask: 0.2388, s1.loss_cls: 0.0762, s1.acc: 94.7184, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1125, s2.loss_cls: 0.0385, s2.acc: 94.5583, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0535, loss: 1.0767 +2024-03-09 23:22:45,743 - mmdet - INFO - Epoch [5][3000/7330] lr: 4.612e-06, eta: 4 days, 6:22:34, time: 1.594, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1531, s0.acc: 94.7756, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2392, s1.loss_cls: 0.0752, s1.acc: 94.6581, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1135, s2.loss_cls: 0.0376, s2.acc: 94.4583, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0533, loss: 1.0784 +2024-03-09 23:24:08,921 - mmdet - INFO - Epoch [5][3050/7330] lr: 4.612e-06, eta: 4 days, 6:21:40, time: 1.664, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1630, s0.acc: 94.3506, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2423, s1.loss_cls: 0.0787, s1.acc: 94.4136, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1142, s2.loss_cls: 0.0394, s2.acc: 94.2258, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0536, loss: 1.1368 +2024-03-09 23:25:30,724 - mmdet - INFO - Epoch [5][3100/7330] lr: 4.612e-06, eta: 4 days, 6:20:36, time: 1.636, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1547, s0.acc: 94.7798, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2364, s1.loss_cls: 0.0756, s1.acc: 94.6810, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1114, s2.loss_cls: 0.0379, s2.acc: 94.4998, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0520, loss: 1.0797 +2024-03-09 23:26:49,000 - mmdet - INFO - Epoch [5][3150/7330] lr: 4.612e-06, eta: 4 days, 6:19:07, time: 1.565, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1534, s0.acc: 94.7300, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2384, s1.loss_cls: 0.0761, s1.acc: 94.6791, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1138, s2.loss_cls: 0.0386, s2.acc: 94.3952, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0536, loss: 1.0835 +2024-03-09 23:28:08,163 - mmdet - INFO - Epoch [5][3200/7330] lr: 4.612e-06, eta: 4 days, 6:17:45, time: 1.584, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1455, s0.acc: 95.0378, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2360, s1.loss_cls: 0.0720, s1.acc: 94.9592, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1134, s2.loss_cls: 0.0362, s2.acc: 94.6898, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0538, loss: 1.0613 +2024-03-09 23:29:28,097 - mmdet - INFO - Epoch [5][3250/7330] lr: 4.612e-06, eta: 4 days, 6:16:28, time: 1.599, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1474, s0.acc: 94.9832, s0.loss_bbox: 0.1970, s0.loss_mask: 0.2382, s1.loss_cls: 0.0713, s1.acc: 95.0098, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1125, s2.loss_cls: 0.0353, s2.acc: 94.9299, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0526, loss: 1.0506 +2024-03-09 23:30:49,284 - mmdet - INFO - Epoch [5][3300/7330] lr: 4.612e-06, eta: 4 days, 6:15:19, time: 1.624, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1476, s0.acc: 94.9622, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2369, s1.loss_cls: 0.0714, s1.acc: 94.9943, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1121, s2.loss_cls: 0.0360, s2.acc: 94.8083, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0523, loss: 1.0466 +2024-03-09 23:32:14,607 - mmdet - INFO - Epoch [5][3350/7330] lr: 4.612e-06, eta: 4 days, 6:14:40, time: 1.706, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1509, s0.acc: 94.8381, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2414, s1.loss_cls: 0.0734, s1.acc: 94.8803, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1151, s2.loss_cls: 0.0364, s2.acc: 94.7660, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0540, loss: 1.0950 +2024-03-09 23:33:30,412 - mmdet - INFO - Epoch [5][3400/7330] lr: 4.612e-06, eta: 4 days, 6:12:54, time: 1.516, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1522, s0.acc: 94.8965, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2371, s1.loss_cls: 0.0719, s1.acc: 94.9993, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1121, s2.loss_cls: 0.0357, s2.acc: 94.8768, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0526, loss: 1.0670 +2024-03-09 23:34:50,616 - mmdet - INFO - Epoch [5][3450/7330] lr: 4.612e-06, eta: 4 days, 6:11:39, time: 1.604, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1501, s0.acc: 94.8149, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2433, s1.loss_cls: 0.0725, s1.acc: 94.8758, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1155, s2.loss_cls: 0.0369, s2.acc: 94.6749, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0538, loss: 1.0849 +2024-03-09 23:36:11,832 - mmdet - INFO - Epoch [5][3500/7330] lr: 4.612e-06, eta: 4 days, 6:10:31, time: 1.624, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1543, s0.acc: 94.7222, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2372, s1.loss_cls: 0.0740, s1.acc: 94.8399, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1129, s2.loss_cls: 0.0371, s2.acc: 94.6118, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0529, loss: 1.0820 +2024-03-09 23:37:28,878 - mmdet - INFO - Epoch [5][3550/7330] lr: 4.612e-06, eta: 4 days, 6:08:53, time: 1.541, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1610, s0.acc: 94.4814, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2452, s1.loss_cls: 0.0763, s1.acc: 94.6751, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1169, s2.loss_cls: 0.0383, s2.acc: 94.4826, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0549, loss: 1.1288 +2024-03-09 23:38:47,039 - mmdet - INFO - Epoch [5][3600/7330] lr: 4.612e-06, eta: 4 days, 6:07:23, time: 1.563, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1478, s0.acc: 94.9370, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2388, s1.loss_cls: 0.0707, s1.acc: 95.0093, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1143, s2.loss_cls: 0.0352, s2.acc: 94.8537, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0536, loss: 1.0587 +2024-03-09 23:40:04,818 - mmdet - INFO - Epoch [5][3650/7330] lr: 4.612e-06, eta: 4 days, 6:05:51, time: 1.556, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1536, s0.acc: 94.8162, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2353, s1.loss_cls: 0.0733, s1.acc: 94.8689, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1127, s2.loss_cls: 0.0367, s2.acc: 94.6396, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0527, loss: 1.0688 +2024-03-09 23:41:24,532 - mmdet - INFO - Epoch [5][3700/7330] lr: 4.612e-06, eta: 4 days, 6:04:32, time: 1.594, data_time: 0.121, memory: 23149, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1509, s0.acc: 94.8130, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2444, s1.loss_cls: 0.0730, s1.acc: 94.8974, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1175, s2.loss_cls: 0.0368, s2.acc: 94.6481, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0546, loss: 1.0906 +2024-03-09 23:42:46,695 - mmdet - INFO - Epoch [5][3750/7330] lr: 4.612e-06, eta: 4 days, 6:03:31, time: 1.643, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1681, s0.acc: 94.2944, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2430, s1.loss_cls: 0.0792, s1.acc: 94.4889, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1165, s2.loss_cls: 0.0394, s2.acc: 94.4006, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0547, loss: 1.1418 +2024-03-09 23:44:06,556 - mmdet - INFO - Epoch [5][3800/7330] lr: 4.612e-06, eta: 4 days, 6:02:13, time: 1.597, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1494, s0.acc: 94.9243, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2398, s1.loss_cls: 0.0722, s1.acc: 94.9355, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1153, s2.loss_cls: 0.0366, s2.acc: 94.7096, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0543, loss: 1.0709 +2024-03-09 23:45:26,124 - mmdet - INFO - Epoch [5][3850/7330] lr: 4.612e-06, eta: 4 days, 6:00:53, time: 1.591, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1536, s0.acc: 94.9163, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2332, s1.loss_cls: 0.0724, s1.acc: 95.0824, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1103, s2.loss_cls: 0.0360, s2.acc: 94.9931, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0516, loss: 1.0627 +2024-03-09 23:46:44,760 - mmdet - INFO - Epoch [5][3900/7330] lr: 4.612e-06, eta: 4 days, 5:59:27, time: 1.573, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1440, s0.acc: 95.1252, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2382, s1.loss_cls: 0.0691, s1.acc: 95.1587, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1145, s2.loss_cls: 0.0349, s2.acc: 94.9745, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0541, loss: 1.0547 +2024-03-09 23:48:08,121 - mmdet - INFO - Epoch [5][3950/7330] lr: 4.612e-06, eta: 4 days, 5:58:34, time: 1.667, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1631, s0.acc: 94.5481, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2375, s1.loss_cls: 0.0770, s1.acc: 94.7670, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1132, s2.loss_cls: 0.0375, s2.acc: 94.7145, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0530, loss: 1.1060 +2024-03-09 23:49:30,776 - mmdet - INFO - Epoch [5][4000/7330] lr: 4.612e-06, eta: 4 days, 5:57:35, time: 1.653, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1550, s0.acc: 94.7412, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2427, s1.loss_cls: 0.0757, s1.acc: 94.8187, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1163, s2.loss_cls: 0.0378, s2.acc: 94.5668, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0547, loss: 1.1064 +2024-03-09 23:50:50,024 - mmdet - INFO - Epoch [5][4050/7330] lr: 4.612e-06, eta: 4 days, 5:56:13, time: 1.585, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1488, s0.acc: 94.8711, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2407, s1.loss_cls: 0.0719, s1.acc: 94.9640, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1150, s2.loss_cls: 0.0360, s2.acc: 94.7953, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0539, loss: 1.0625 +2024-03-09 23:52:09,458 - mmdet - INFO - Epoch [5][4100/7330] lr: 4.612e-06, eta: 4 days, 5:54:52, time: 1.589, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1595, s0.acc: 94.5493, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2386, s1.loss_cls: 0.0779, s1.acc: 94.5996, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1140, s2.loss_cls: 0.0391, s2.acc: 94.3616, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0536, loss: 1.1044 +2024-03-09 23:53:30,431 - mmdet - INFO - Epoch [5][4150/7330] lr: 4.612e-06, eta: 4 days, 5:53:42, time: 1.619, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1423, s0.acc: 95.0820, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2404, s1.loss_cls: 0.0683, s1.acc: 95.2027, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1142, s2.loss_cls: 0.0345, s2.acc: 95.1040, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0536, loss: 1.0505 +2024-03-09 23:54:54,536 - mmdet - INFO - Epoch [5][4200/7330] lr: 4.612e-06, eta: 4 days, 5:52:53, time: 1.682, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1478, s0.acc: 95.0693, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2377, s1.loss_cls: 0.0722, s1.acc: 95.0451, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1143, s2.loss_cls: 0.0365, s2.acc: 94.7719, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0533, loss: 1.0583 +2024-03-09 23:56:14,123 - mmdet - INFO - Epoch [5][4250/7330] lr: 4.612e-06, eta: 4 days, 5:51:34, time: 1.592, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1507, s0.acc: 94.9265, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2439, s1.loss_cls: 0.0736, s1.acc: 95.0116, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1146, s2.loss_cls: 0.0366, s2.acc: 94.8373, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0535, loss: 1.0856 +2024-03-09 23:57:32,413 - mmdet - INFO - Epoch [5][4300/7330] lr: 4.612e-06, eta: 4 days, 5:50:05, time: 1.566, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1437, s0.acc: 95.1182, s0.loss_bbox: 0.1986, s0.loss_mask: 0.2376, s1.loss_cls: 0.0700, s1.acc: 95.1626, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1126, s2.loss_cls: 0.0353, s2.acc: 94.9531, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0530, loss: 1.0473 +2024-03-09 23:58:50,600 - mmdet - INFO - Epoch [5][4350/7330] lr: 4.612e-06, eta: 4 days, 5:48:36, time: 1.564, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1477, s0.acc: 95.0083, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2368, s1.loss_cls: 0.0712, s1.acc: 95.1606, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1139, s2.loss_cls: 0.0357, s2.acc: 94.8815, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0536, loss: 1.0595 +2024-03-10 00:00:11,552 - mmdet - INFO - Epoch [5][4400/7330] lr: 4.612e-06, eta: 4 days, 5:47:25, time: 1.619, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1456, s0.acc: 95.1069, s0.loss_bbox: 0.2004, s0.loss_mask: 0.2386, s1.loss_cls: 0.0723, s1.acc: 95.0416, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1137, s2.loss_cls: 0.0364, s2.acc: 94.8950, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0535, loss: 1.0501 +2024-03-10 00:01:32,785 - mmdet - INFO - Epoch [5][4450/7330] lr: 4.612e-06, eta: 4 days, 5:46:17, time: 1.625, data_time: 0.228, memory: 23149, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1586, s0.acc: 94.6582, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2404, s1.loss_cls: 0.0762, s1.acc: 94.7825, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1153, s2.loss_cls: 0.0380, s2.acc: 94.6274, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0540, loss: 1.1054 +2024-03-10 00:02:51,727 - mmdet - INFO - Epoch [5][4500/7330] lr: 4.612e-06, eta: 4 days, 5:44:53, time: 1.579, data_time: 0.221, memory: 23149, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1580, s0.acc: 94.7261, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2427, s1.loss_cls: 0.0760, s1.acc: 94.7270, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1147, s2.loss_cls: 0.0374, s2.acc: 94.6097, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0536, loss: 1.1000 +2024-03-10 00:04:10,146 - mmdet - INFO - Epoch [5][4550/7330] lr: 4.612e-06, eta: 4 days, 5:43:25, time: 1.568, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1570, s0.acc: 94.7295, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2414, s1.loss_cls: 0.0749, s1.acc: 94.8927, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1148, s2.loss_cls: 0.0375, s2.acc: 94.7930, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0535, loss: 1.0902 +2024-03-10 00:05:27,836 - mmdet - INFO - Epoch [5][4600/7330] lr: 4.612e-06, eta: 4 days, 5:41:52, time: 1.554, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1582, s0.acc: 94.7288, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2409, s1.loss_cls: 0.0750, s1.acc: 94.8879, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1139, s2.loss_cls: 0.0369, s2.acc: 94.7826, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0535, loss: 1.0981 +2024-03-10 00:06:46,366 - mmdet - INFO - Epoch [5][4650/7330] lr: 4.612e-06, eta: 4 days, 5:40:26, time: 1.571, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1440, s0.acc: 95.1284, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2386, s1.loss_cls: 0.0701, s1.acc: 95.1332, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1138, s2.loss_cls: 0.0348, s2.acc: 95.0398, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0535, loss: 1.0524 +2024-03-10 00:08:01,715 - mmdet - INFO - Epoch [5][4700/7330] lr: 4.612e-06, eta: 4 days, 5:38:37, time: 1.507, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1552, s0.acc: 94.7073, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2425, s1.loss_cls: 0.0745, s1.acc: 94.8036, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1177, s2.loss_cls: 0.0373, s2.acc: 94.6412, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0552, loss: 1.0967 +2024-03-10 00:09:22,361 - mmdet - INFO - Epoch [5][4750/7330] lr: 4.612e-06, eta: 4 days, 5:37:25, time: 1.613, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1629, s0.acc: 94.5581, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2361, s1.loss_cls: 0.0786, s1.acc: 94.6549, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1123, s2.loss_cls: 0.0394, s2.acc: 94.3798, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0527, loss: 1.0929 +2024-03-10 00:10:36,556 - mmdet - INFO - Epoch [5][4800/7330] lr: 4.612e-06, eta: 4 days, 5:35:29, time: 1.484, data_time: 0.119, memory: 23149, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1581, s0.acc: 94.6255, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2418, s1.loss_cls: 0.0753, s1.acc: 94.6874, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1166, s2.loss_cls: 0.0374, s2.acc: 94.6219, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0547, loss: 1.1054 +2024-03-10 00:11:58,842 - mmdet - INFO - Epoch [5][4850/7330] lr: 4.612e-06, eta: 4 days, 5:34:27, time: 1.646, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1507, s0.acc: 94.8481, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2362, s1.loss_cls: 0.0733, s1.acc: 94.9155, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1131, s2.loss_cls: 0.0373, s2.acc: 94.6048, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0533, loss: 1.0760 +2024-03-10 00:13:18,841 - mmdet - INFO - Epoch [5][4900/7330] lr: 4.612e-06, eta: 4 days, 5:33:10, time: 1.600, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1581, s0.acc: 94.6523, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2424, s1.loss_cls: 0.0759, s1.acc: 94.7058, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1174, s2.loss_cls: 0.0376, s2.acc: 94.5828, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0551, loss: 1.1082 +2024-03-10 00:14:41,897 - mmdet - INFO - Epoch [5][4950/7330] lr: 4.612e-06, eta: 4 days, 5:32:14, time: 1.661, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1514, s0.acc: 94.8379, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2359, s1.loss_cls: 0.0728, s1.acc: 94.9229, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1128, s2.loss_cls: 0.0363, s2.acc: 94.7979, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0526, loss: 1.0764 +2024-03-10 00:16:02,446 - mmdet - INFO - Epoch [5][5000/7330] lr: 4.612e-06, eta: 4 days, 5:31:01, time: 1.611, data_time: 0.119, memory: 23149, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1466, s0.acc: 94.9661, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2331, s1.loss_cls: 0.0707, s1.acc: 95.0063, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1115, s2.loss_cls: 0.0362, s2.acc: 94.7394, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0520, loss: 1.0460 +2024-03-10 00:17:23,411 - mmdet - INFO - Epoch [5][5050/7330] lr: 4.612e-06, eta: 4 days, 5:29:50, time: 1.619, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1557, s0.acc: 94.6409, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2382, s1.loss_cls: 0.0767, s1.acc: 94.6695, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1123, s2.loss_cls: 0.0383, s2.acc: 94.4537, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0522, loss: 1.0936 +2024-03-10 00:18:44,756 - mmdet - INFO - Epoch [5][5100/7330] lr: 4.612e-06, eta: 4 days, 5:28:42, time: 1.627, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1477, s0.acc: 94.9292, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2404, s1.loss_cls: 0.0712, s1.acc: 94.9080, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1151, s2.loss_cls: 0.0362, s2.acc: 94.8315, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0538, loss: 1.0716 +2024-03-10 00:20:06,570 - mmdet - INFO - Epoch [5][5150/7330] lr: 4.612e-06, eta: 4 days, 5:27:37, time: 1.636, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1334, s0.acc: 95.5156, s0.loss_bbox: 0.1885, s0.loss_mask: 0.2280, s1.loss_cls: 0.0642, s1.acc: 95.6419, s1.loss_bbox: 0.0872, s1.loss_mask: 0.1090, s2.loss_cls: 0.0326, s2.acc: 95.4031, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0514, loss: 0.9879 +2024-03-10 00:21:22,999 - mmdet - INFO - Epoch [5][5200/7330] lr: 4.612e-06, eta: 4 days, 5:25:57, time: 1.529, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1520, s0.acc: 94.8455, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2387, s1.loss_cls: 0.0741, s1.acc: 94.8721, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1133, s2.loss_cls: 0.0364, s2.acc: 94.7274, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0530, loss: 1.0688 +2024-03-10 00:22:41,958 - mmdet - INFO - Epoch [5][5250/7330] lr: 4.612e-06, eta: 4 days, 5:24:33, time: 1.579, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1540, s0.acc: 94.7153, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2440, s1.loss_cls: 0.0729, s1.acc: 94.9020, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1171, s2.loss_cls: 0.0363, s2.acc: 94.7429, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0550, loss: 1.0983 +2024-03-10 00:23:59,522 - mmdet - INFO - Epoch [5][5300/7330] lr: 4.612e-06, eta: 4 days, 5:23:00, time: 1.551, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1482, s0.acc: 95.0193, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2319, s1.loss_cls: 0.0705, s1.acc: 95.1317, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1130, s2.loss_cls: 0.0358, s2.acc: 94.8977, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0532, loss: 1.0626 +2024-03-10 00:25:19,487 - mmdet - INFO - Epoch [5][5350/7330] lr: 4.612e-06, eta: 4 days, 5:21:42, time: 1.599, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1583, s0.acc: 94.4873, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2385, s1.loss_cls: 0.0751, s1.acc: 94.6449, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1150, s2.loss_cls: 0.0376, s2.acc: 94.5970, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0539, loss: 1.1227 +2024-03-10 00:26:42,126 - mmdet - INFO - Epoch [5][5400/7330] lr: 4.612e-06, eta: 4 days, 5:20:43, time: 1.653, data_time: 0.202, memory: 23149, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1726, s0.acc: 94.2556, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2410, s1.loss_cls: 0.0834, s1.acc: 94.2939, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1144, s2.loss_cls: 0.0413, s2.acc: 94.1730, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0538, loss: 1.1352 +2024-03-10 00:28:01,208 - mmdet - INFO - Epoch [5][5450/7330] lr: 4.612e-06, eta: 4 days, 5:19:20, time: 1.582, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1596, s0.acc: 94.6628, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2460, s1.loss_cls: 0.0752, s1.acc: 94.8832, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1181, s2.loss_cls: 0.0365, s2.acc: 94.8203, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0551, loss: 1.1211 +2024-03-10 00:29:18,792 - mmdet - INFO - Epoch [5][5500/7330] lr: 4.612e-06, eta: 4 days, 5:17:47, time: 1.552, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1613, s0.acc: 94.5820, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2406, s1.loss_cls: 0.0773, s1.acc: 94.6950, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1156, s2.loss_cls: 0.0387, s2.acc: 94.5654, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0544, loss: 1.1119 +2024-03-10 00:30:38,788 - mmdet - INFO - Epoch [5][5550/7330] lr: 4.612e-06, eta: 4 days, 5:16:30, time: 1.600, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1533, s0.acc: 94.8264, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2390, s1.loss_cls: 0.0718, s1.acc: 94.9716, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1146, s2.loss_cls: 0.0357, s2.acc: 94.8692, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0530, loss: 1.0751 +2024-03-10 00:32:00,175 - mmdet - INFO - Epoch [5][5600/7330] lr: 4.612e-06, eta: 4 days, 5:15:22, time: 1.628, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1622, s0.acc: 94.5029, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2383, s1.loss_cls: 0.0781, s1.acc: 94.6164, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1147, s2.loss_cls: 0.0384, s2.acc: 94.6269, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0533, loss: 1.1156 +2024-03-10 00:33:22,817 - mmdet - INFO - Epoch [5][5650/7330] lr: 4.612e-06, eta: 4 days, 5:14:22, time: 1.652, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1674, s0.acc: 94.3208, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2486, s1.loss_cls: 0.0798, s1.acc: 94.4579, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1189, s2.loss_cls: 0.0393, s2.acc: 94.4287, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0558, loss: 1.1572 +2024-03-10 00:34:42,673 - mmdet - INFO - Epoch [5][5700/7330] lr: 4.612e-06, eta: 4 days, 5:13:04, time: 1.597, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1762, s0.acc: 94.0862, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2407, s1.loss_cls: 0.0824, s1.acc: 94.3627, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1144, s2.loss_cls: 0.0406, s2.acc: 94.2514, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0536, loss: 1.1604 +2024-03-10 00:36:03,900 - mmdet - INFO - Epoch [5][5750/7330] lr: 4.612e-06, eta: 4 days, 5:11:55, time: 1.625, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1856, s0.acc: 93.8987, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2424, s1.loss_cls: 0.0884, s1.acc: 94.0492, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1170, s2.loss_cls: 0.0434, s2.acc: 94.0012, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0548, loss: 1.1939 +2024-03-10 00:37:15,917 - mmdet - INFO - Epoch [5][5800/7330] lr: 4.612e-06, eta: 4 days, 5:09:46, time: 1.440, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1664, s0.acc: 94.4319, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2453, s1.loss_cls: 0.0786, s1.acc: 94.6553, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1179, s2.loss_cls: 0.0387, s2.acc: 94.5904, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0553, loss: 1.1327 +2024-03-10 00:38:36,455 - mmdet - INFO - Epoch [5][5850/7330] lr: 4.612e-06, eta: 4 days, 5:08:33, time: 1.611, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1692, s0.acc: 94.2732, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2426, s1.loss_cls: 0.0816, s1.acc: 94.4019, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1165, s2.loss_cls: 0.0409, s2.acc: 94.2729, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0547, loss: 1.1358 +2024-03-10 00:39:58,415 - mmdet - INFO - Epoch [5][5900/7330] lr: 4.612e-06, eta: 4 days, 5:07:28, time: 1.639, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1736, s0.acc: 94.1245, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2486, s1.loss_cls: 0.0814, s1.acc: 94.3463, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1193, s2.loss_cls: 0.0401, s2.acc: 94.2388, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0559, loss: 1.1659 +2024-03-10 00:41:21,313 - mmdet - INFO - Epoch [5][5950/7330] lr: 4.612e-06, eta: 4 days, 5:06:30, time: 1.658, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1645, s0.acc: 94.4006, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2360, s1.loss_cls: 0.0778, s1.acc: 94.5544, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1137, s2.loss_cls: 0.0388, s2.acc: 94.4301, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0531, loss: 1.1264 +2024-03-10 00:42:42,298 - mmdet - INFO - Epoch [5][6000/7330] lr: 4.612e-06, eta: 4 days, 5:05:19, time: 1.620, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1632, s0.acc: 94.5076, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2397, s1.loss_cls: 0.0766, s1.acc: 94.6344, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1147, s2.loss_cls: 0.0382, s2.acc: 94.5235, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0535, loss: 1.1137 +2024-03-10 00:44:05,747 - mmdet - INFO - Epoch [5][6050/7330] lr: 4.612e-06, eta: 4 days, 5:04:25, time: 1.669, data_time: 0.217, memory: 23149, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1665, s0.acc: 94.4424, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2443, s1.loss_cls: 0.0799, s1.acc: 94.5325, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1165, s2.loss_cls: 0.0394, s2.acc: 94.4391, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0544, loss: 1.1441 +2024-03-10 00:45:24,910 - mmdet - INFO - Epoch [5][6100/7330] lr: 4.612e-06, eta: 4 days, 5:03:02, time: 1.583, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1604, s0.acc: 94.5747, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2385, s1.loss_cls: 0.0762, s1.acc: 94.7328, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1146, s2.loss_cls: 0.0377, s2.acc: 94.6835, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0534, loss: 1.1127 +2024-03-10 00:46:45,190 - mmdet - INFO - Epoch [5][6150/7330] lr: 4.612e-06, eta: 4 days, 5:01:47, time: 1.606, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1502, s0.acc: 94.9321, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2351, s1.loss_cls: 0.0717, s1.acc: 95.1294, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1117, s2.loss_cls: 0.0357, s2.acc: 94.9292, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0524, loss: 1.0645 +2024-03-10 00:48:09,051 - mmdet - INFO - Epoch [5][6200/7330] lr: 4.612e-06, eta: 4 days, 5:00:54, time: 1.677, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1498, s0.acc: 94.7642, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2423, s1.loss_cls: 0.0715, s1.acc: 94.9213, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1168, s2.loss_cls: 0.0356, s2.acc: 94.7596, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0546, loss: 1.0886 +2024-03-10 00:49:29,014 - mmdet - INFO - Epoch [5][6250/7330] lr: 4.612e-06, eta: 4 days, 4:59:37, time: 1.599, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1565, s0.acc: 94.7397, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2465, s1.loss_cls: 0.0756, s1.acc: 94.7892, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1173, s2.loss_cls: 0.0369, s2.acc: 94.7933, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0546, loss: 1.1099 +2024-03-10 00:50:53,502 - mmdet - INFO - Epoch [5][6300/7330] lr: 4.612e-06, eta: 4 days, 4:58:48, time: 1.690, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1638, s0.acc: 94.4517, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2457, s1.loss_cls: 0.0791, s1.acc: 94.5947, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1164, s2.loss_cls: 0.0389, s2.acc: 94.4783, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0545, loss: 1.1268 +2024-03-10 00:52:14,170 - mmdet - INFO - Epoch [5][6350/7330] lr: 4.612e-06, eta: 4 days, 4:57:35, time: 1.613, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1494, s0.acc: 94.8936, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2388, s1.loss_cls: 0.0725, s1.acc: 94.9051, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1146, s2.loss_cls: 0.0359, s2.acc: 94.8892, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0537, loss: 1.0742 +2024-03-10 00:53:35,996 - mmdet - INFO - Epoch [5][6400/7330] lr: 4.612e-06, eta: 4 days, 4:56:30, time: 1.637, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1577, s0.acc: 94.5771, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2367, s1.loss_cls: 0.0766, s1.acc: 94.6411, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1144, s2.loss_cls: 0.0384, s2.acc: 94.5110, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0536, loss: 1.1033 +2024-03-10 00:54:53,658 - mmdet - INFO - Epoch [5][6450/7330] lr: 4.612e-06, eta: 4 days, 4:54:58, time: 1.553, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1630, s0.acc: 94.4758, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2385, s1.loss_cls: 0.0770, s1.acc: 94.6819, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1154, s2.loss_cls: 0.0386, s2.acc: 94.5394, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0542, loss: 1.1172 +2024-03-10 00:56:15,286 - mmdet - INFO - Epoch [5][6500/7330] lr: 4.612e-06, eta: 4 days, 4:53:51, time: 1.633, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1692, s0.acc: 94.3562, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2434, s1.loss_cls: 0.0806, s1.acc: 94.3714, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1165, s2.loss_cls: 0.0395, s2.acc: 94.3388, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0543, loss: 1.1281 +2024-03-10 00:57:39,483 - mmdet - INFO - Epoch [5][6550/7330] lr: 4.612e-06, eta: 4 days, 4:53:00, time: 1.684, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1626, s0.acc: 94.4761, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2373, s1.loss_cls: 0.0772, s1.acc: 94.6666, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1143, s2.loss_cls: 0.0377, s2.acc: 94.6339, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0534, loss: 1.1123 +2024-03-10 00:58:57,666 - mmdet - INFO - Epoch [5][6600/7330] lr: 4.612e-06, eta: 4 days, 4:51:31, time: 1.564, data_time: 0.121, memory: 23149, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1531, s0.acc: 94.7632, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2381, s1.loss_cls: 0.0743, s1.acc: 94.8792, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1148, s2.loss_cls: 0.0366, s2.acc: 94.8207, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0534, loss: 1.0826 +2024-03-10 01:00:17,816 - mmdet - INFO - Epoch [5][6650/7330] lr: 4.612e-06, eta: 4 days, 4:50:15, time: 1.603, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1417, s0.acc: 95.1101, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2387, s1.loss_cls: 0.0678, s1.acc: 95.1981, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1154, s2.loss_cls: 0.0342, s2.acc: 95.1043, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0543, loss: 1.0473 +2024-03-10 01:01:34,515 - mmdet - INFO - Epoch [5][6700/7330] lr: 4.612e-06, eta: 4 days, 4:48:37, time: 1.534, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1487, s0.acc: 94.9238, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2362, s1.loss_cls: 0.0710, s1.acc: 95.0652, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1134, s2.loss_cls: 0.0352, s2.acc: 95.0208, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0528, loss: 1.0576 +2024-03-10 01:02:56,975 - mmdet - INFO - Epoch [5][6750/7330] lr: 4.612e-06, eta: 4 days, 4:47:35, time: 1.649, data_time: 0.207, memory: 23149, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1767, s0.acc: 94.1067, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2400, s1.loss_cls: 0.0840, s1.acc: 94.2967, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1159, s2.loss_cls: 0.0412, s2.acc: 94.2186, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0542, loss: 1.1549 +2024-03-10 01:04:19,344 - mmdet - INFO - Epoch [5][6800/7330] lr: 4.612e-06, eta: 4 days, 4:46:32, time: 1.648, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1641, s0.acc: 94.4438, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2386, s1.loss_cls: 0.0787, s1.acc: 94.6414, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1153, s2.loss_cls: 0.0390, s2.acc: 94.4991, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0540, loss: 1.1262 +2024-03-10 01:05:39,851 - mmdet - INFO - Epoch [5][6850/7330] lr: 4.612e-06, eta: 4 days, 4:45:18, time: 1.610, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1701, s0.acc: 94.2446, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2458, s1.loss_cls: 0.0793, s1.acc: 94.5142, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1187, s2.loss_cls: 0.0391, s2.acc: 94.3571, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0551, loss: 1.1575 +2024-03-10 01:06:59,868 - mmdet - INFO - Epoch [5][6900/7330] lr: 4.612e-06, eta: 4 days, 4:44:01, time: 1.600, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1590, s0.acc: 94.6597, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2423, s1.loss_cls: 0.0744, s1.acc: 94.9535, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1171, s2.loss_cls: 0.0369, s2.acc: 94.8081, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0550, loss: 1.1027 +2024-03-10 01:08:13,544 - mmdet - INFO - Epoch [5][6950/7330] lr: 4.612e-06, eta: 4 days, 4:42:04, time: 1.473, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1592, s0.acc: 94.6082, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2418, s1.loss_cls: 0.0764, s1.acc: 94.6865, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1157, s2.loss_cls: 0.0380, s2.acc: 94.6374, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0540, loss: 1.1077 +2024-03-10 01:09:33,195 - mmdet - INFO - Epoch [5][7000/7330] lr: 4.612e-06, eta: 4 days, 4:40:44, time: 1.593, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1707, s0.acc: 94.2642, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2400, s1.loss_cls: 0.0798, s1.acc: 94.4648, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1155, s2.loss_cls: 0.0392, s2.acc: 94.4398, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0538, loss: 1.1470 +2024-03-10 01:10:50,574 - mmdet - INFO - Epoch [5][7050/7330] lr: 4.612e-06, eta: 4 days, 4:39:10, time: 1.548, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1596, s0.acc: 94.6521, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2387, s1.loss_cls: 0.0765, s1.acc: 94.7637, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1147, s2.loss_cls: 0.0374, s2.acc: 94.6423, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0534, loss: 1.0950 +2024-03-10 01:12:10,609 - mmdet - INFO - Epoch [5][7100/7330] lr: 4.612e-06, eta: 4 days, 4:37:53, time: 1.601, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1586, s0.acc: 94.6426, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2382, s1.loss_cls: 0.0760, s1.acc: 94.7130, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1149, s2.loss_cls: 0.0382, s2.acc: 94.4933, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0542, loss: 1.1048 +2024-03-10 01:13:28,450 - mmdet - INFO - Epoch [5][7150/7330] lr: 4.612e-06, eta: 4 days, 4:36:22, time: 1.557, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1433, s0.acc: 95.0791, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2381, s1.loss_cls: 0.0685, s1.acc: 95.1848, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1145, s2.loss_cls: 0.0346, s2.acc: 94.9784, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0537, loss: 1.0512 +2024-03-10 01:14:51,650 - mmdet - INFO - Epoch [5][7200/7330] lr: 4.612e-06, eta: 4 days, 4:35:25, time: 1.664, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1428, s0.acc: 95.0188, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2412, s1.loss_cls: 0.0679, s1.acc: 95.0925, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1157, s2.loss_cls: 0.0343, s2.acc: 94.8787, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0544, loss: 1.0719 +2024-03-10 01:16:08,822 - mmdet - INFO - Epoch [5][7250/7330] lr: 4.612e-06, eta: 4 days, 4:33:50, time: 1.543, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1573, s0.acc: 94.5615, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2392, s1.loss_cls: 0.0750, s1.acc: 94.6599, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1143, s2.loss_cls: 0.0374, s2.acc: 94.5677, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0534, loss: 1.1102 +2024-03-10 01:17:28,585 - mmdet - INFO - Epoch [5][7300/7330] lr: 4.612e-06, eta: 4 days, 4:32:31, time: 1.595, data_time: 0.203, memory: 23149, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1573, s0.acc: 94.5671, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2354, s1.loss_cls: 0.0751, s1.acc: 94.7811, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1144, s2.loss_cls: 0.0375, s2.acc: 94.6837, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0538, loss: 1.1071 +2024-03-10 01:18:10,753 - mmdet - INFO - Saving checkpoint at 5 epochs +2024-03-10 01:25:27,996 - mmdet - INFO - Evaluating bbox... +2024-03-10 01:26:07,011 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.447 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.626 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.484 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.265 + 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 ] = 0.589 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.598 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.598 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.598 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.405 + 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 ] = 0.752 + +2024-03-10 01:26:07,011 - mmdet - INFO - Evaluating segm... +2024-03-10 01:26:48,503 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.391 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.606 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.423 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.193 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.426 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.569 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.527 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.527 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.527 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.336 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.574 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.688 + +2024-03-10 01:26:49,200 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 01:26:49,203 - mmdet - INFO - Epoch(val) [5][1250] bbox_mAP: 0.4470, bbox_mAP_50: 0.6260, bbox_mAP_75: 0.4840, bbox_mAP_s: 0.2650, bbox_mAP_m: 0.4890, bbox_mAP_l: 0.5890, bbox_mAP_copypaste: 0.447 0.626 0.484 0.265 0.489 0.589, segm_mAP: 0.3910, segm_mAP_50: 0.6060, segm_mAP_75: 0.4230, segm_mAP_s: 0.1930, segm_mAP_m: 0.4260, segm_mAP_l: 0.5690, segm_mAP_copypaste: 0.391 0.606 0.423 0.193 0.426 0.569 +2024-03-10 01:28:13,340 - mmdet - INFO - Epoch [6][50/7330] lr: 4.612e-06, eta: 4 days, 4:25:56, time: 1.682, data_time: 0.245, memory: 23149, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1554, s0.acc: 94.7102, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2397, s1.loss_cls: 0.0739, s1.acc: 94.8289, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1155, s2.loss_cls: 0.0367, s2.acc: 94.7133, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0541, loss: 1.0990 +2024-03-10 01:29:35,535 - mmdet - INFO - Epoch [6][100/7330] lr: 4.612e-06, eta: 4 days, 4:24:52, time: 1.644, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1585, s0.acc: 94.4482, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2395, s1.loss_cls: 0.0759, s1.acc: 94.5900, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1141, s2.loss_cls: 0.0381, s2.acc: 94.4971, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0535, loss: 1.1039 +2024-03-10 01:30:57,661 - mmdet - INFO - Epoch [6][150/7330] lr: 4.612e-06, eta: 4 days, 4:23:48, time: 1.642, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1612, s0.acc: 94.4575, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2406, s1.loss_cls: 0.0770, s1.acc: 94.6501, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1155, s2.loss_cls: 0.0383, s2.acc: 94.4370, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0541, loss: 1.1219 +2024-03-10 01:32:16,724 - mmdet - INFO - Epoch [6][200/7330] lr: 4.612e-06, eta: 4 days, 4:22:26, time: 1.581, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1628, s0.acc: 94.4678, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2462, s1.loss_cls: 0.0759, s1.acc: 94.6631, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1188, s2.loss_cls: 0.0380, s2.acc: 94.5972, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0555, loss: 1.1406 +2024-03-10 01:33:40,690 - mmdet - INFO - Epoch [6][250/7330] lr: 4.612e-06, eta: 4 days, 4:21:33, time: 1.679, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1685, s0.acc: 94.2422, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2421, s1.loss_cls: 0.0788, s1.acc: 94.4596, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1161, s2.loss_cls: 0.0392, s2.acc: 94.3269, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0542, loss: 1.1478 +2024-03-10 01:35:04,405 - mmdet - INFO - Epoch [6][300/7330] lr: 4.612e-06, eta: 4 days, 4:20:39, time: 1.675, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1555, s0.acc: 94.6382, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2348, s1.loss_cls: 0.0739, s1.acc: 94.8152, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1135, s2.loss_cls: 0.0365, s2.acc: 94.7299, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0533, loss: 1.0981 +2024-03-10 01:36:23,302 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 01:36:23,302 - mmdet - INFO - Epoch [6][350/7330] lr: 4.612e-06, eta: 4 days, 4:19:15, time: 1.578, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1727, s0.acc: 94.1963, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2458, s1.loss_cls: 0.0819, s1.acc: 94.3661, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1188, s2.loss_cls: 0.0401, s2.acc: 94.2851, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0556, loss: 1.1609 +2024-03-10 01:37:41,615 - mmdet - INFO - Epoch [6][400/7330] lr: 4.612e-06, eta: 4 days, 4:17:47, time: 1.566, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1632, s0.acc: 94.3906, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2476, s1.loss_cls: 0.0770, s1.acc: 94.5953, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1195, s2.loss_cls: 0.0377, s2.acc: 94.5127, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0561, loss: 1.1331 +2024-03-10 01:38:59,342 - mmdet - INFO - Epoch [6][450/7330] lr: 4.612e-06, eta: 4 days, 4:16:16, time: 1.554, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1641, s0.acc: 94.3928, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2389, s1.loss_cls: 0.0772, s1.acc: 94.6845, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1169, s2.loss_cls: 0.0380, s2.acc: 94.4471, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0540, loss: 1.1202 +2024-03-10 01:40:19,896 - mmdet - INFO - Epoch [6][500/7330] lr: 4.612e-06, eta: 4 days, 4:15:03, time: 1.611, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1563, s0.acc: 94.5532, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2375, s1.loss_cls: 0.0741, s1.acc: 94.7089, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1152, s2.loss_cls: 0.0364, s2.acc: 94.6264, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0534, loss: 1.0969 +2024-03-10 01:41:37,934 - mmdet - INFO - Epoch [6][550/7330] lr: 4.612e-06, eta: 4 days, 4:13:34, time: 1.561, data_time: 0.216, memory: 23149, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1686, s0.acc: 94.2600, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2424, s1.loss_cls: 0.0802, s1.acc: 94.4234, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1175, s2.loss_cls: 0.0394, s2.acc: 94.3502, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0544, loss: 1.1451 +2024-03-10 01:42:58,538 - mmdet - INFO - Epoch [6][600/7330] lr: 4.612e-06, eta: 4 days, 4:12:20, time: 1.612, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1620, s0.acc: 94.5015, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2376, s1.loss_cls: 0.0778, s1.acc: 94.6013, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1141, s2.loss_cls: 0.0383, s2.acc: 94.5506, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0530, loss: 1.1062 +2024-03-10 01:44:16,874 - mmdet - INFO - Epoch [6][650/7330] lr: 4.612e-06, eta: 4 days, 4:10:53, time: 1.567, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1712, s0.acc: 94.1045, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2450, s1.loss_cls: 0.0800, s1.acc: 94.3871, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1176, s2.loss_cls: 0.0393, s2.acc: 94.3256, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0549, loss: 1.1593 +2024-03-10 01:45:38,870 - mmdet - INFO - Epoch [6][700/7330] lr: 4.612e-06, eta: 4 days, 4:09:48, time: 1.640, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1473, s0.acc: 94.7783, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2375, s1.loss_cls: 0.0691, s1.acc: 94.9910, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1138, s2.loss_cls: 0.0341, s2.acc: 94.9394, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0531, loss: 1.0748 +2024-03-10 01:46:58,004 - mmdet - INFO - Epoch [6][750/7330] lr: 4.612e-06, eta: 4 days, 4:08:26, time: 1.582, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1694, s0.acc: 94.2312, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2465, s1.loss_cls: 0.0794, s1.acc: 94.4847, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1193, s2.loss_cls: 0.0392, s2.acc: 94.3966, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0562, loss: 1.1620 +2024-03-10 01:48:17,352 - mmdet - INFO - Epoch [6][800/7330] lr: 4.612e-06, eta: 4 days, 4:07:05, time: 1.587, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1622, s0.acc: 94.4614, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2443, s1.loss_cls: 0.0760, s1.acc: 94.6942, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1173, s2.loss_cls: 0.0382, s2.acc: 94.5102, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0546, loss: 1.1291 +2024-03-10 01:49:36,910 - mmdet - INFO - Epoch [6][850/7330] lr: 4.612e-06, eta: 4 days, 4:05:45, time: 1.591, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1652, s0.acc: 94.2825, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2415, s1.loss_cls: 0.0783, s1.acc: 94.4210, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1170, s2.loss_cls: 0.0386, s2.acc: 94.3422, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0544, loss: 1.1424 +2024-03-10 01:50:55,354 - mmdet - INFO - Epoch [6][900/7330] lr: 4.612e-06, eta: 4 days, 4:04:18, time: 1.569, data_time: 0.211, memory: 23149, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1618, s0.acc: 94.4292, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2404, s1.loss_cls: 0.0767, s1.acc: 94.5665, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1144, s2.loss_cls: 0.0374, s2.acc: 94.6677, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0531, loss: 1.1156 +2024-03-10 01:52:17,178 - mmdet - INFO - Epoch [6][950/7330] lr: 4.612e-06, eta: 4 days, 4:03:12, time: 1.637, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1684, s0.acc: 94.2751, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2418, s1.loss_cls: 0.0794, s1.acc: 94.4649, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1171, s2.loss_cls: 0.0387, s2.acc: 94.5122, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0550, loss: 1.1375 +2024-03-10 01:53:35,370 - mmdet - INFO - Epoch [6][1000/7330] lr: 4.612e-06, eta: 4 days, 4:01:44, time: 1.564, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1683, s0.acc: 94.1838, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2420, s1.loss_cls: 0.0799, s1.acc: 94.3288, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1159, s2.loss_cls: 0.0392, s2.acc: 94.3901, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0541, loss: 1.1422 +2024-03-10 01:54:51,412 - mmdet - INFO - Epoch [6][1050/7330] lr: 4.612e-06, eta: 4 days, 4:00:03, time: 1.521, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1618, s0.acc: 94.5024, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2376, s1.loss_cls: 0.0777, s1.acc: 94.6544, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1141, s2.loss_cls: 0.0381, s2.acc: 94.5579, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0535, loss: 1.1095 +2024-03-10 01:56:07,623 - mmdet - INFO - Epoch [6][1100/7330] lr: 4.612e-06, eta: 4 days, 3:58:24, time: 1.524, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1725, s0.acc: 94.2507, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2425, s1.loss_cls: 0.0802, s1.acc: 94.4754, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1191, s2.loss_cls: 0.0396, s2.acc: 94.3719, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0553, loss: 1.1621 +2024-03-10 01:57:30,016 - mmdet - INFO - Epoch [6][1150/7330] lr: 4.612e-06, eta: 4 days, 3:57:21, time: 1.648, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1721, s0.acc: 94.1519, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2397, s1.loss_cls: 0.0808, s1.acc: 94.4052, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1167, s2.loss_cls: 0.0399, s2.acc: 94.3362, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0548, loss: 1.1538 +2024-03-10 01:58:52,513 - mmdet - INFO - Epoch [6][1200/7330] lr: 4.612e-06, eta: 4 days, 3:56:19, time: 1.650, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1643, s0.acc: 94.2700, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2449, s1.loss_cls: 0.0771, s1.acc: 94.5249, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1192, s2.loss_cls: 0.0386, s2.acc: 94.4272, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0559, loss: 1.1503 +2024-03-10 02:00:12,340 - mmdet - INFO - Epoch [6][1250/7330] lr: 4.612e-06, eta: 4 days, 3:55:00, time: 1.597, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1809, s0.acc: 93.9351, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2463, s1.loss_cls: 0.0850, s1.acc: 94.2087, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1196, s2.loss_cls: 0.0415, s2.acc: 94.1889, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0562, loss: 1.1868 +2024-03-10 02:01:27,229 - mmdet - INFO - Epoch [6][1300/7330] lr: 4.612e-06, eta: 4 days, 3:53:13, time: 1.498, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1742, s0.acc: 94.1692, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2400, s1.loss_cls: 0.0832, s1.acc: 94.2745, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1170, s2.loss_cls: 0.0406, s2.acc: 94.2999, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0549, loss: 1.1446 +2024-03-10 02:02:52,595 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 02:02:52,595 - mmdet - INFO - Epoch [6][1350/7330] lr: 4.612e-06, eta: 4 days, 3:52:28, time: 1.707, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1801, s0.acc: 94.0339, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2399, s1.loss_cls: 0.0862, s1.acc: 94.1799, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1142, s2.loss_cls: 0.0420, s2.acc: 94.1278, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0530, loss: 1.1643 +2024-03-10 02:04:11,639 - mmdet - INFO - Epoch [6][1400/7330] lr: 4.612e-06, eta: 4 days, 3:51:05, time: 1.581, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1555, s0.acc: 94.6140, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2407, s1.loss_cls: 0.0730, s1.acc: 94.7951, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1159, s2.loss_cls: 0.0361, s2.acc: 94.6624, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0542, loss: 1.1070 +2024-03-10 02:05:31,698 - mmdet - INFO - Epoch [6][1450/7330] lr: 4.612e-06, eta: 4 days, 3:49:48, time: 1.601, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1740, s0.acc: 94.1389, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2434, s1.loss_cls: 0.0819, s1.acc: 94.2841, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1177, s2.loss_cls: 0.0402, s2.acc: 94.2596, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0552, loss: 1.1615 +2024-03-10 02:06:48,958 - mmdet - INFO - Epoch [6][1500/7330] lr: 4.612e-06, eta: 4 days, 3:48:15, time: 1.545, data_time: 0.107, memory: 23149, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1743, s0.acc: 94.0691, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2424, s1.loss_cls: 0.0818, s1.acc: 94.3360, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1170, s2.loss_cls: 0.0403, s2.acc: 94.1911, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0546, loss: 1.1537 +2024-03-10 02:08:06,539 - mmdet - INFO - Epoch [6][1550/7330] lr: 4.612e-06, eta: 4 days, 3:46:43, time: 1.551, data_time: 0.119, memory: 23149, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1720, s0.acc: 94.1416, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2473, s1.loss_cls: 0.0815, s1.acc: 94.3035, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1189, s2.loss_cls: 0.0403, s2.acc: 94.1709, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0550, loss: 1.1626 +2024-03-10 02:09:25,584 - mmdet - INFO - Epoch [6][1600/7330] lr: 4.612e-06, eta: 4 days, 3:45:21, time: 1.581, data_time: 0.106, memory: 23149, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1555, s0.acc: 94.5989, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2384, s1.loss_cls: 0.0734, s1.acc: 94.7952, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1155, s2.loss_cls: 0.0360, s2.acc: 94.6820, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0538, loss: 1.1032 +2024-03-10 02:10:46,594 - mmdet - INFO - Epoch [6][1650/7330] lr: 4.612e-06, eta: 4 days, 3:44:09, time: 1.620, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1678, s0.acc: 94.2515, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2411, s1.loss_cls: 0.0798, s1.acc: 94.3953, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1160, s2.loss_cls: 0.0398, s2.acc: 94.2923, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0541, loss: 1.1306 +2024-03-10 02:12:03,784 - mmdet - INFO - Epoch [6][1700/7330] lr: 4.612e-06, eta: 4 days, 3:42:36, time: 1.544, data_time: 0.118, memory: 23149, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1699, s0.acc: 94.1282, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2462, s1.loss_cls: 0.0814, s1.acc: 94.2525, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1180, s2.loss_cls: 0.0406, s2.acc: 94.1456, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0552, loss: 1.1532 +2024-03-10 02:13:20,925 - mmdet - INFO - Epoch [6][1750/7330] lr: 4.612e-06, eta: 4 days, 3:41:02, time: 1.543, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1718, s0.acc: 94.1685, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2420, s1.loss_cls: 0.0811, s1.acc: 94.3491, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1156, s2.loss_cls: 0.0400, s2.acc: 94.2260, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0540, loss: 1.1481 +2024-03-10 02:14:43,760 - mmdet - INFO - Epoch [6][1800/7330] lr: 4.612e-06, eta: 4 days, 3:40:01, time: 1.657, data_time: 0.207, memory: 23149, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1845, s0.acc: 93.6921, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2443, s1.loss_cls: 0.0883, s1.acc: 93.8323, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1189, s2.loss_cls: 0.0433, s2.acc: 93.7405, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0555, loss: 1.2092 +2024-03-10 02:16:02,942 - mmdet - INFO - Epoch [6][1850/7330] lr: 4.612e-06, eta: 4 days, 3:38:39, time: 1.583, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1751, s0.acc: 94.0308, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2444, s1.loss_cls: 0.0832, s1.acc: 94.1365, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1172, s2.loss_cls: 0.0411, s2.acc: 94.0856, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0547, loss: 1.1616 +2024-03-10 02:17:24,861 - mmdet - INFO - Epoch [6][1900/7330] lr: 4.612e-06, eta: 4 days, 3:37:33, time: 1.639, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1750, s0.acc: 94.0435, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2413, s1.loss_cls: 0.0842, s1.acc: 94.1403, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1155, s2.loss_cls: 0.0411, s2.acc: 94.0855, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0540, loss: 1.1514 +2024-03-10 02:18:44,833 - mmdet - INFO - Epoch [6][1950/7330] lr: 4.612e-06, eta: 4 days, 3:36:16, time: 1.599, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1828, s0.acc: 93.7588, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2474, s1.loss_cls: 0.0864, s1.acc: 93.9771, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1189, s2.loss_cls: 0.0416, s2.acc: 94.0430, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0555, loss: 1.2006 +2024-03-10 02:20:01,405 - mmdet - INFO - Epoch [6][2000/7330] lr: 4.612e-06, eta: 4 days, 3:34:39, time: 1.531, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1723, s0.acc: 94.1458, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2416, s1.loss_cls: 0.0824, s1.acc: 94.2900, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1165, s2.loss_cls: 0.0406, s2.acc: 94.1162, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0542, loss: 1.1527 +2024-03-10 02:21:25,696 - mmdet - INFO - Epoch [6][2050/7330] lr: 4.612e-06, eta: 4 days, 3:33:47, time: 1.686, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1732, s0.acc: 94.2161, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2410, s1.loss_cls: 0.0828, s1.acc: 94.2948, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1147, s2.loss_cls: 0.0403, s2.acc: 94.2596, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0534, loss: 1.1474 +2024-03-10 02:22:48,642 - mmdet - INFO - Epoch [6][2100/7330] lr: 4.612e-06, eta: 4 days, 3:32:47, time: 1.659, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1620, s0.acc: 94.4473, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2424, s1.loss_cls: 0.0779, s1.acc: 94.5777, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1157, s2.loss_cls: 0.0395, s2.acc: 94.2912, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0539, loss: 1.1211 +2024-03-10 02:24:05,147 - mmdet - INFO - Epoch [6][2150/7330] lr: 4.612e-06, eta: 4 days, 3:31:09, time: 1.530, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1603, s0.acc: 94.5115, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2365, s1.loss_cls: 0.0770, s1.acc: 94.7119, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1139, s2.loss_cls: 0.0382, s2.acc: 94.6380, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0531, loss: 1.1030 +2024-03-10 02:25:27,795 - mmdet - INFO - Epoch [6][2200/7330] lr: 4.612e-06, eta: 4 days, 3:30:07, time: 1.653, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1606, s0.acc: 94.5593, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2479, s1.loss_cls: 0.0782, s1.acc: 94.5997, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1179, s2.loss_cls: 0.0391, s2.acc: 94.3033, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0554, loss: 1.1242 +2024-03-10 02:26:50,263 - mmdet - INFO - Epoch [6][2250/7330] lr: 4.612e-06, eta: 4 days, 3:29:04, time: 1.649, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1687, s0.acc: 94.1501, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2417, s1.loss_cls: 0.0806, s1.acc: 94.3640, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1158, s2.loss_cls: 0.0398, s2.acc: 94.1926, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0544, loss: 1.1483 +2024-03-10 02:28:07,624 - mmdet - INFO - Epoch [6][2300/7330] lr: 4.612e-06, eta: 4 days, 3:27:32, time: 1.547, data_time: 0.209, memory: 23149, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1681, s0.acc: 94.2097, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2496, s1.loss_cls: 0.0807, s1.acc: 94.3378, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1200, s2.loss_cls: 0.0396, s2.acc: 94.2555, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0562, loss: 1.1525 +2024-03-10 02:29:33,297 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 02:29:33,298 - mmdet - INFO - Epoch [6][2350/7330] lr: 4.612e-06, eta: 4 days, 3:26:47, time: 1.713, data_time: 0.230, memory: 23149, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1792, s0.acc: 93.9568, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2449, s1.loss_cls: 0.0845, s1.acc: 94.1498, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1175, s2.loss_cls: 0.0413, s2.acc: 94.1980, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0551, loss: 1.1755 +2024-03-10 02:30:55,230 - mmdet - INFO - Epoch [6][2400/7330] lr: 4.612e-06, eta: 4 days, 3:25:41, time: 1.639, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1676, s0.acc: 94.2478, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2418, s1.loss_cls: 0.0802, s1.acc: 94.4274, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1176, s2.loss_cls: 0.0393, s2.acc: 94.3038, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0552, loss: 1.1377 +2024-03-10 02:32:09,802 - mmdet - INFO - Epoch [6][2450/7330] lr: 4.612e-06, eta: 4 days, 3:23:53, time: 1.491, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1627, s0.acc: 94.3652, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2385, s1.loss_cls: 0.0781, s1.acc: 94.4916, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1142, s2.loss_cls: 0.0388, s2.acc: 94.4308, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0534, loss: 1.1170 +2024-03-10 02:33:27,867 - mmdet - INFO - Epoch [6][2500/7330] lr: 4.612e-06, eta: 4 days, 3:22:24, time: 1.561, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1617, s0.acc: 94.5457, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2353, s1.loss_cls: 0.0769, s1.acc: 94.7622, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1139, s2.loss_cls: 0.0377, s2.acc: 94.7651, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0540, loss: 1.1045 +2024-03-10 02:34:45,322 - mmdet - INFO - Epoch [6][2550/7330] lr: 4.612e-06, eta: 4 days, 3:20:52, time: 1.549, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1574, s0.acc: 94.6079, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2367, s1.loss_cls: 0.0738, s1.acc: 94.9075, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1141, s2.loss_cls: 0.0371, s2.acc: 94.7615, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0535, loss: 1.0980 +2024-03-10 02:36:06,950 - mmdet - INFO - Epoch [6][2600/7330] lr: 4.612e-06, eta: 4 days, 3:19:45, time: 1.633, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1550, s0.acc: 94.7278, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2404, s1.loss_cls: 0.0755, s1.acc: 94.7190, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1165, s2.loss_cls: 0.0375, s2.acc: 94.5332, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0547, loss: 1.1042 +2024-03-10 02:37:29,327 - mmdet - INFO - Epoch [6][2650/7330] lr: 4.612e-06, eta: 4 days, 3:18:41, time: 1.647, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1509, s0.acc: 94.8152, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2317, s1.loss_cls: 0.0723, s1.acc: 94.8656, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1110, s2.loss_cls: 0.0356, s2.acc: 94.7805, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0519, loss: 1.0599 +2024-03-10 02:38:52,813 - mmdet - INFO - Epoch [6][2700/7330] lr: 4.612e-06, eta: 4 days, 3:17:43, time: 1.670, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1695, s0.acc: 94.2275, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2398, s1.loss_cls: 0.0812, s1.acc: 94.3262, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1159, s2.loss_cls: 0.0400, s2.acc: 94.2737, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0547, loss: 1.1444 +2024-03-10 02:40:13,756 - mmdet - INFO - Epoch [6][2750/7330] lr: 4.612e-06, eta: 4 days, 3:16:31, time: 1.619, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1661, s0.acc: 94.4224, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2366, s1.loss_cls: 0.0785, s1.acc: 94.6119, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1145, s2.loss_cls: 0.0389, s2.acc: 94.4731, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0534, loss: 1.1220 +2024-03-10 02:41:31,210 - mmdet - INFO - Epoch [6][2800/7330] lr: 4.612e-06, eta: 4 days, 3:15:00, time: 1.549, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1567, s0.acc: 94.6516, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2372, s1.loss_cls: 0.0743, s1.acc: 94.8212, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1126, s2.loss_cls: 0.0373, s2.acc: 94.6335, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0529, loss: 1.0936 +2024-03-10 02:42:52,347 - mmdet - INFO - Epoch [6][2850/7330] lr: 4.612e-06, eta: 4 days, 3:13:49, time: 1.623, data_time: 0.198, memory: 23149, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1707, s0.acc: 94.2361, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2414, s1.loss_cls: 0.0818, s1.acc: 94.3274, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1162, s2.loss_cls: 0.0404, s2.acc: 94.1188, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0544, loss: 1.1517 +2024-03-10 02:44:11,103 - mmdet - INFO - Epoch [6][2900/7330] lr: 4.612e-06, eta: 4 days, 3:12:24, time: 1.575, data_time: 0.224, memory: 23149, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1571, s0.acc: 94.5742, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2422, s1.loss_cls: 0.0769, s1.acc: 94.5629, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1168, s2.loss_cls: 0.0391, s2.acc: 94.2878, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0550, loss: 1.1092 +2024-03-10 02:45:33,253 - mmdet - INFO - Epoch [6][2950/7330] lr: 4.612e-06, eta: 4 days, 3:11:19, time: 1.643, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1523, s0.acc: 94.7402, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2469, s1.loss_cls: 0.0728, s1.acc: 94.8344, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1178, s2.loss_cls: 0.0371, s2.acc: 94.6061, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0548, loss: 1.1046 +2024-03-10 02:46:55,209 - mmdet - INFO - Epoch [6][3000/7330] lr: 4.612e-06, eta: 4 days, 3:10:13, time: 1.639, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1548, s0.acc: 94.8062, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2379, s1.loss_cls: 0.0737, s1.acc: 94.9175, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1133, s2.loss_cls: 0.0365, s2.acc: 94.7323, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0525, loss: 1.0757 +2024-03-10 02:48:14,307 - mmdet - INFO - Epoch [6][3050/7330] lr: 4.612e-06, eta: 4 days, 3:08:50, time: 1.582, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1637, s0.acc: 94.4434, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2409, s1.loss_cls: 0.0793, s1.acc: 94.4807, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1159, s2.loss_cls: 0.0392, s2.acc: 94.4022, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0544, loss: 1.1238 +2024-03-10 02:49:36,061 - mmdet - INFO - Epoch [6][3100/7330] lr: 4.612e-06, eta: 4 days, 3:07:43, time: 1.635, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1580, s0.acc: 94.5825, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2389, s1.loss_cls: 0.0757, s1.acc: 94.6427, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1138, s2.loss_cls: 0.0377, s2.acc: 94.5419, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0534, loss: 1.1075 +2024-03-10 02:50:53,262 - mmdet - INFO - Epoch [6][3150/7330] lr: 4.612e-06, eta: 4 days, 3:06:10, time: 1.544, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1689, s0.acc: 94.1660, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2381, s1.loss_cls: 0.0795, s1.acc: 94.3514, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1142, s2.loss_cls: 0.0399, s2.acc: 94.2079, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0532, loss: 1.1334 +2024-03-10 02:52:14,193 - mmdet - INFO - Epoch [6][3200/7330] lr: 4.612e-06, eta: 4 days, 3:04:57, time: 1.619, data_time: 0.206, memory: 23149, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1762, s0.acc: 93.9507, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2395, s1.loss_cls: 0.0831, s1.acc: 94.1694, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1155, s2.loss_cls: 0.0410, s2.acc: 94.1335, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0538, loss: 1.1583 +2024-03-10 02:53:34,302 - mmdet - INFO - Epoch [6][3250/7330] lr: 4.612e-06, eta: 4 days, 3:03:41, time: 1.602, data_time: 0.232, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1613, s0.acc: 94.5432, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2304, s1.loss_cls: 0.0765, s1.acc: 94.7523, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1112, s2.loss_cls: 0.0378, s2.acc: 94.5763, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0520, loss: 1.0722 +2024-03-10 02:54:53,901 - mmdet - INFO - Epoch [6][3300/7330] lr: 4.612e-06, eta: 4 days, 3:02:21, time: 1.592, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1647, s0.acc: 94.2458, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2478, s1.loss_cls: 0.0787, s1.acc: 94.4047, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1188, s2.loss_cls: 0.0388, s2.acc: 94.3924, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0556, loss: 1.1521 +2024-03-10 02:56:14,954 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 02:56:14,955 - mmdet - INFO - Epoch [6][3350/7330] lr: 4.612e-06, eta: 4 days, 3:01:09, time: 1.621, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1571, s0.acc: 94.5862, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2364, s1.loss_cls: 0.0744, s1.acc: 94.7544, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1145, s2.loss_cls: 0.0370, s2.acc: 94.6558, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0538, loss: 1.1007 +2024-03-10 02:57:33,414 - mmdet - INFO - Epoch [6][3400/7330] lr: 4.612e-06, eta: 4 days, 2:59:43, time: 1.569, data_time: 0.124, memory: 23149, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1630, s0.acc: 94.3804, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2449, s1.loss_cls: 0.0777, s1.acc: 94.5485, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1170, s2.loss_cls: 0.0385, s2.acc: 94.4223, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0545, loss: 1.1353 +2024-03-10 02:58:54,284 - mmdet - INFO - Epoch [6][3450/7330] lr: 4.612e-06, eta: 4 days, 2:58:31, time: 1.617, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1621, s0.acc: 94.3518, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2384, s1.loss_cls: 0.0769, s1.acc: 94.5591, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1141, s2.loss_cls: 0.0386, s2.acc: 94.4787, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0537, loss: 1.1150 +2024-03-10 03:00:11,347 - mmdet - INFO - Epoch [6][3500/7330] lr: 4.612e-06, eta: 4 days, 2:56:57, time: 1.541, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1499, s0.acc: 94.8242, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2355, s1.loss_cls: 0.0717, s1.acc: 94.9635, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1122, s2.loss_cls: 0.0363, s2.acc: 94.7829, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0524, loss: 1.0559 +2024-03-10 03:01:34,543 - mmdet - INFO - Epoch [6][3550/7330] lr: 4.612e-06, eta: 4 days, 2:55:57, time: 1.664, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1654, s0.acc: 94.3892, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2418, s1.loss_cls: 0.0779, s1.acc: 94.5874, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1174, s2.loss_cls: 0.0388, s2.acc: 94.4963, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0550, loss: 1.1327 +2024-03-10 03:02:54,036 - mmdet - INFO - Epoch [6][3600/7330] lr: 4.612e-06, eta: 4 days, 2:54:37, time: 1.590, data_time: 0.203, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1538, s0.acc: 94.7759, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2341, s1.loss_cls: 0.0738, s1.acc: 94.8475, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1127, s2.loss_cls: 0.0367, s2.acc: 94.7237, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0530, loss: 1.0718 +2024-03-10 03:04:12,858 - mmdet - INFO - Epoch [6][3650/7330] lr: 4.612e-06, eta: 4 days, 2:53:13, time: 1.576, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1497, s0.acc: 94.8772, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2359, s1.loss_cls: 0.0721, s1.acc: 94.8891, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1135, s2.loss_cls: 0.0368, s2.acc: 94.6522, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0527, loss: 1.0688 +2024-03-10 03:05:34,240 - mmdet - INFO - Epoch [6][3700/7330] lr: 4.612e-06, eta: 4 days, 2:52:03, time: 1.628, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1523, s0.acc: 94.8635, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2353, s1.loss_cls: 0.0725, s1.acc: 94.9782, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1135, s2.loss_cls: 0.0360, s2.acc: 94.8617, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0532, loss: 1.0809 +2024-03-10 03:06:57,091 - mmdet - INFO - Epoch [6][3750/7330] lr: 4.612e-06, eta: 4 days, 2:51:02, time: 1.657, data_time: 0.216, memory: 23149, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1482, s0.acc: 94.9976, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2317, s1.loss_cls: 0.0715, s1.acc: 95.1008, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1114, s2.loss_cls: 0.0358, s2.acc: 94.8574, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0519, loss: 1.0564 +2024-03-10 03:08:16,810 - mmdet - INFO - Epoch [6][3800/7330] lr: 4.612e-06, eta: 4 days, 2:49:42, time: 1.594, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1466, s0.acc: 94.9387, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2366, s1.loss_cls: 0.0711, s1.acc: 94.9658, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1134, s2.loss_cls: 0.0352, s2.acc: 94.8110, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0537, loss: 1.0634 +2024-03-10 03:09:36,470 - mmdet - INFO - Epoch [6][3850/7330] lr: 4.612e-06, eta: 4 days, 2:48:23, time: 1.593, data_time: 0.218, memory: 23149, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1428, s0.acc: 95.0642, s0.loss_bbox: 0.1986, s0.loss_mask: 0.2339, s1.loss_cls: 0.0697, s1.acc: 95.0005, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1131, s2.loss_cls: 0.0351, s2.acc: 94.8014, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0538, loss: 1.0424 +2024-03-10 03:10:59,074 - mmdet - INFO - Epoch [6][3900/7330] lr: 4.612e-06, eta: 4 days, 2:47:20, time: 1.652, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1476, s0.acc: 94.9766, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2351, s1.loss_cls: 0.0741, s1.acc: 94.7976, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1115, s2.loss_cls: 0.0372, s2.acc: 94.6208, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0527, loss: 1.0469 +2024-03-10 03:12:16,464 - mmdet - INFO - Epoch [6][3950/7330] lr: 4.612e-06, eta: 4 days, 2:45:48, time: 1.548, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1466, s0.acc: 94.8750, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2356, s1.loss_cls: 0.0727, s1.acc: 94.8236, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1113, s2.loss_cls: 0.0372, s2.acc: 94.5069, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0522, loss: 1.0567 +2024-03-10 03:13:34,568 - mmdet - INFO - Epoch [6][4000/7330] lr: 4.612e-06, eta: 4 days, 2:44:20, time: 1.562, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1468, s0.acc: 94.9736, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2263, s1.loss_cls: 0.0724, s1.acc: 94.9258, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1089, s2.loss_cls: 0.0366, s2.acc: 94.6350, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0516, loss: 1.0368 +2024-03-10 03:14:55,656 - mmdet - INFO - Epoch [6][4050/7330] lr: 4.612e-06, eta: 4 days, 2:43:08, time: 1.622, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1561, s0.acc: 94.6638, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2319, s1.loss_cls: 0.0779, s1.acc: 94.5389, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1117, s2.loss_cls: 0.0396, s2.acc: 94.2001, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0522, loss: 1.0749 +2024-03-10 03:16:15,522 - mmdet - INFO - Epoch [6][4100/7330] lr: 4.612e-06, eta: 4 days, 2:41:50, time: 1.597, data_time: 0.195, memory: 23149, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1654, s0.acc: 94.5242, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2370, s1.loss_cls: 0.0792, s1.acc: 94.5834, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1145, s2.loss_cls: 0.0392, s2.acc: 94.5223, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0541, loss: 1.1075 +2024-03-10 03:17:36,099 - mmdet - INFO - Epoch [6][4150/7330] lr: 4.612e-06, eta: 4 days, 2:40:36, time: 1.611, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1602, s0.acc: 94.4878, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2440, s1.loss_cls: 0.0771, s1.acc: 94.5562, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1159, s2.loss_cls: 0.0386, s2.acc: 94.4198, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0543, loss: 1.1102 +2024-03-10 03:18:55,414 - mmdet - INFO - Epoch [6][4200/7330] lr: 4.612e-06, eta: 4 days, 2:39:15, time: 1.586, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1622, s0.acc: 94.5110, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2355, s1.loss_cls: 0.0788, s1.acc: 94.5584, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1123, s2.loss_cls: 0.0395, s2.acc: 94.3885, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0526, loss: 1.1045 +2024-03-10 03:20:17,500 - mmdet - INFO - Epoch [6][4250/7330] lr: 4.612e-06, eta: 4 days, 2:38:08, time: 1.642, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1464, s0.acc: 94.9072, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2306, s1.loss_cls: 0.0716, s1.acc: 94.9759, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1119, s2.loss_cls: 0.0358, s2.acc: 94.7850, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0524, loss: 1.0520 +2024-03-10 03:21:40,198 - mmdet - INFO - Epoch [6][4300/7330] lr: 4.612e-06, eta: 4 days, 2:37:05, time: 1.654, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1752, s0.acc: 94.0835, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2401, s1.loss_cls: 0.0829, s1.acc: 94.2680, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1156, s2.loss_cls: 0.0408, s2.acc: 94.0730, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0541, loss: 1.1563 +2024-03-10 03:23:02,339 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 03:23:02,340 - mmdet - INFO - Epoch [6][4350/7330] lr: 4.612e-06, eta: 4 days, 2:35:59, time: 1.643, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1636, s0.acc: 94.4954, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2420, s1.loss_cls: 0.0786, s1.acc: 94.5701, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1161, s2.loss_cls: 0.0385, s2.acc: 94.5878, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0543, loss: 1.1179 +2024-03-10 03:24:24,211 - mmdet - INFO - Epoch [6][4400/7330] lr: 4.612e-06, eta: 4 days, 2:34:52, time: 1.637, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1704, s0.acc: 94.1770, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2470, s1.loss_cls: 0.0808, s1.acc: 94.2899, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1180, s2.loss_cls: 0.0398, s2.acc: 94.2151, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0548, loss: 1.1550 +2024-03-10 03:25:44,337 - mmdet - INFO - Epoch [6][4450/7330] lr: 4.612e-06, eta: 4 days, 2:33:35, time: 1.602, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1780, s0.acc: 93.9373, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2431, s1.loss_cls: 0.0841, s1.acc: 94.1316, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1160, s2.loss_cls: 0.0408, s2.acc: 94.0646, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0540, loss: 1.1712 +2024-03-10 03:27:04,415 - mmdet - INFO - Epoch [6][4500/7330] lr: 4.612e-06, eta: 4 days, 2:32:18, time: 1.602, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1829, s0.acc: 93.8252, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2406, s1.loss_cls: 0.0860, s1.acc: 94.0845, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1166, s2.loss_cls: 0.0425, s2.acc: 93.9828, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0550, loss: 1.1835 +2024-03-10 03:28:24,590 - mmdet - INFO - Epoch [6][4550/7330] lr: 4.612e-06, eta: 4 days, 2:31:01, time: 1.603, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1783, s0.acc: 93.9465, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2430, s1.loss_cls: 0.0855, s1.acc: 94.0689, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1157, s2.loss_cls: 0.0419, s2.acc: 94.0797, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0543, loss: 1.1564 +2024-03-10 03:29:42,984 - mmdet - INFO - Epoch [6][4600/7330] lr: 4.612e-06, eta: 4 days, 2:29:35, time: 1.568, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1601, s0.acc: 94.4128, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2417, s1.loss_cls: 0.0759, s1.acc: 94.5681, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1180, s2.loss_cls: 0.0378, s2.acc: 94.4091, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0554, loss: 1.1143 +2024-03-10 03:31:04,596 - mmdet - INFO - Epoch [6][4650/7330] lr: 4.612e-06, eta: 4 days, 2:28:26, time: 1.632, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1685, s0.acc: 94.3765, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2385, s1.loss_cls: 0.0802, s1.acc: 94.5391, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1148, s2.loss_cls: 0.0391, s2.acc: 94.4876, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0533, loss: 1.1254 +2024-03-10 03:32:24,798 - mmdet - INFO - Epoch [6][4700/7330] lr: 4.612e-06, eta: 4 days, 2:27:09, time: 1.604, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1664, s0.acc: 94.3867, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2412, s1.loss_cls: 0.0790, s1.acc: 94.5404, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1167, s2.loss_cls: 0.0393, s2.acc: 94.4917, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0544, loss: 1.1257 +2024-03-10 03:33:42,991 - mmdet - INFO - Epoch [6][4750/7330] lr: 4.612e-06, eta: 4 days, 2:25:42, time: 1.564, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1564, s0.acc: 94.7161, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2336, s1.loss_cls: 0.0752, s1.acc: 94.8246, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1128, s2.loss_cls: 0.0373, s2.acc: 94.6639, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0529, loss: 1.0762 +2024-03-10 03:35:04,923 - mmdet - INFO - Epoch [6][4800/7330] lr: 4.612e-06, eta: 4 days, 2:24:34, time: 1.638, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1601, s0.acc: 94.4763, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2392, s1.loss_cls: 0.0758, s1.acc: 94.6935, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1144, s2.loss_cls: 0.0374, s2.acc: 94.5589, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0536, loss: 1.1081 +2024-03-10 03:36:28,620 - mmdet - INFO - Epoch [6][4850/7330] lr: 4.612e-06, eta: 4 days, 2:23:37, time: 1.674, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1647, s0.acc: 94.3557, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2431, s1.loss_cls: 0.0804, s1.acc: 94.3660, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1161, s2.loss_cls: 0.0401, s2.acc: 94.0947, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0539, loss: 1.1310 +2024-03-10 03:37:48,416 - mmdet - INFO - Epoch [6][4900/7330] lr: 4.612e-06, eta: 4 days, 2:22:18, time: 1.596, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1679, s0.acc: 94.1694, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2381, s1.loss_cls: 0.0820, s1.acc: 94.1609, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1156, s2.loss_cls: 0.0408, s2.acc: 93.9843, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0539, loss: 1.1390 +2024-03-10 03:39:08,103 - mmdet - INFO - Epoch [6][4950/7330] lr: 4.612e-06, eta: 4 days, 2:20:58, time: 1.594, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1796, s0.acc: 93.9651, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2404, s1.loss_cls: 0.0865, s1.acc: 94.1056, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1161, s2.loss_cls: 0.0425, s2.acc: 94.0379, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0542, loss: 1.1707 +2024-03-10 03:40:29,569 - mmdet - INFO - Epoch [6][5000/7330] lr: 4.612e-06, eta: 4 days, 2:19:48, time: 1.629, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1697, s0.acc: 94.2314, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2395, s1.loss_cls: 0.0809, s1.acc: 94.3677, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1156, s2.loss_cls: 0.0400, s2.acc: 94.2766, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0540, loss: 1.1423 +2024-03-10 03:41:49,266 - mmdet - INFO - Epoch [6][5050/7330] lr: 4.612e-06, eta: 4 days, 2:18:29, time: 1.594, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1674, s0.acc: 94.3167, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2390, s1.loss_cls: 0.0811, s1.acc: 94.3127, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1152, s2.loss_cls: 0.0402, s2.acc: 94.2757, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0541, loss: 1.1363 +2024-03-10 03:43:09,197 - mmdet - INFO - Epoch [6][5100/7330] lr: 4.612e-06, eta: 4 days, 2:17:11, time: 1.599, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1681, s0.acc: 94.2710, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2362, s1.loss_cls: 0.0799, s1.acc: 94.3813, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1151, s2.loss_cls: 0.0394, s2.acc: 94.3175, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0538, loss: 1.1232 +2024-03-10 03:44:28,802 - mmdet - INFO - Epoch [6][5150/7330] lr: 4.612e-06, eta: 4 days, 2:15:51, time: 1.592, data_time: 0.104, memory: 23149, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1763, s0.acc: 93.9873, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2487, s1.loss_cls: 0.0826, s1.acc: 94.2668, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1213, s2.loss_cls: 0.0402, s2.acc: 94.2242, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0566, loss: 1.1789 +2024-03-10 03:45:45,853 - mmdet - INFO - Epoch [6][5200/7330] lr: 4.612e-06, eta: 4 days, 2:14:18, time: 1.541, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1556, s0.acc: 94.6736, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2337, s1.loss_cls: 0.0744, s1.acc: 94.8553, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1141, s2.loss_cls: 0.0367, s2.acc: 94.7187, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0536, loss: 1.0891 +2024-03-10 03:47:05,523 - mmdet - INFO - Epoch [6][5250/7330] lr: 4.612e-06, eta: 4 days, 2:12:58, time: 1.593, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1588, s0.acc: 94.6331, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2348, s1.loss_cls: 0.0743, s1.acc: 94.8615, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1142, s2.loss_cls: 0.0369, s2.acc: 94.7281, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0535, loss: 1.0911 +2024-03-10 03:48:27,231 - mmdet - INFO - Epoch [6][5300/7330] lr: 4.612e-06, eta: 4 days, 2:11:50, time: 1.634, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1570, s0.acc: 94.6831, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2374, s1.loss_cls: 0.0746, s1.acc: 94.8165, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1153, s2.loss_cls: 0.0366, s2.acc: 94.8027, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0542, loss: 1.0866 +2024-03-10 03:49:48,669 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 03:49:48,669 - mmdet - INFO - Epoch [6][5350/7330] lr: 4.612e-06, eta: 4 days, 2:10:39, time: 1.629, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1622, s0.acc: 94.6272, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2420, s1.loss_cls: 0.0770, s1.acc: 94.7778, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1162, s2.loss_cls: 0.0378, s2.acc: 94.7408, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0538, loss: 1.1059 +2024-03-10 03:51:07,547 - mmdet - INFO - Epoch [6][5400/7330] lr: 4.612e-06, eta: 4 days, 2:09:16, time: 1.578, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1598, s0.acc: 94.4619, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2452, s1.loss_cls: 0.0755, s1.acc: 94.5816, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1179, s2.loss_cls: 0.0375, s2.acc: 94.4290, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0552, loss: 1.1236 +2024-03-10 03:52:27,924 - mmdet - INFO - Epoch [6][5450/7330] lr: 4.612e-06, eta: 4 days, 2:08:00, time: 1.608, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1660, s0.acc: 94.2830, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2376, s1.loss_cls: 0.0796, s1.acc: 94.3374, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1140, s2.loss_cls: 0.0397, s2.acc: 94.1387, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0534, loss: 1.1269 +2024-03-10 03:53:44,120 - mmdet - INFO - Epoch [6][5500/7330] lr: 4.612e-06, eta: 4 days, 2:06:22, time: 1.524, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1521, s0.acc: 94.8237, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2345, s1.loss_cls: 0.0718, s1.acc: 94.9919, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1150, s2.loss_cls: 0.0366, s2.acc: 94.6485, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0543, loss: 1.0831 +2024-03-10 03:55:03,752 - mmdet - INFO - Epoch [6][5550/7330] lr: 4.612e-06, eta: 4 days, 2:05:02, time: 1.593, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1538, s0.acc: 94.7529, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2354, s1.loss_cls: 0.0734, s1.acc: 94.8659, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1147, s2.loss_cls: 0.0372, s2.acc: 94.7288, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0540, loss: 1.0828 +2024-03-10 03:56:29,169 - mmdet - INFO - Epoch [6][5600/7330] lr: 4.612e-06, eta: 4 days, 2:04:13, time: 1.708, data_time: 0.235, memory: 23149, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1574, s0.acc: 94.4971, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2383, s1.loss_cls: 0.0752, s1.acc: 94.6170, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1146, s2.loss_cls: 0.0378, s2.acc: 94.4826, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0535, loss: 1.1148 +2024-03-10 03:57:48,559 - mmdet - INFO - Epoch [6][5650/7330] lr: 4.612e-06, eta: 4 days, 2:02:52, time: 1.588, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1652, s0.acc: 94.4143, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2345, s1.loss_cls: 0.0792, s1.acc: 94.5111, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1122, s2.loss_cls: 0.0391, s2.acc: 94.3921, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0523, loss: 1.1165 +2024-03-10 03:59:04,853 - mmdet - INFO - Epoch [6][5700/7330] lr: 4.612e-06, eta: 4 days, 2:01:15, time: 1.526, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1731, s0.acc: 94.2202, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2379, s1.loss_cls: 0.0830, s1.acc: 94.3745, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1152, s2.loss_cls: 0.0408, s2.acc: 94.2403, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0538, loss: 1.1483 +2024-03-10 04:00:20,580 - mmdet - INFO - Epoch [6][5750/7330] lr: 4.612e-06, eta: 4 days, 1:59:35, time: 1.515, data_time: 0.111, memory: 23149, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1766, s0.acc: 94.0410, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2365, s1.loss_cls: 0.0833, s1.acc: 94.1967, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1156, s2.loss_cls: 0.0408, s2.acc: 94.1467, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0540, loss: 1.1480 +2024-03-10 04:01:38,245 - mmdet - INFO - Epoch [6][5800/7330] lr: 4.612e-06, eta: 4 days, 1:58:05, time: 1.553, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1770, s0.acc: 93.9751, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2443, s1.loss_cls: 0.0842, s1.acc: 94.1388, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1172, s2.loss_cls: 0.0414, s2.acc: 94.0356, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0549, loss: 1.1752 +2024-03-10 04:02:53,071 - mmdet - INFO - Epoch [6][5850/7330] lr: 4.612e-06, eta: 4 days, 1:56:20, time: 1.497, data_time: 0.119, memory: 23149, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1618, s0.acc: 94.4385, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2374, s1.loss_cls: 0.0765, s1.acc: 94.5960, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1144, s2.loss_cls: 0.0384, s2.acc: 94.3924, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0534, loss: 1.1132 +2024-03-10 04:04:16,414 - mmdet - INFO - Epoch [6][5900/7330] lr: 4.612e-06, eta: 4 days, 1:55:20, time: 1.667, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1728, s0.acc: 94.1594, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2382, s1.loss_cls: 0.0827, s1.acc: 94.3394, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1158, s2.loss_cls: 0.0411, s2.acc: 94.1141, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0544, loss: 1.1528 +2024-03-10 04:05:37,648 - mmdet - INFO - Epoch [6][5950/7330] lr: 4.612e-06, eta: 4 days, 1:54:08, time: 1.625, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1577, s0.acc: 94.5991, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2331, s1.loss_cls: 0.0751, s1.acc: 94.7646, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1124, s2.loss_cls: 0.0370, s2.acc: 94.6563, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0524, loss: 1.0770 +2024-03-10 04:07:01,432 - mmdet - INFO - Epoch [6][6000/7330] lr: 4.612e-06, eta: 4 days, 1:53:10, time: 1.676, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1673, s0.acc: 94.2385, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2370, s1.loss_cls: 0.0794, s1.acc: 94.4475, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1147, s2.loss_cls: 0.0396, s2.acc: 94.2698, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0538, loss: 1.1228 +2024-03-10 04:08:20,970 - mmdet - INFO - Epoch [6][6050/7330] lr: 4.612e-06, eta: 4 days, 1:51:50, time: 1.591, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1615, s0.acc: 94.5244, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2343, s1.loss_cls: 0.0768, s1.acc: 94.6619, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1148, s2.loss_cls: 0.0383, s2.acc: 94.4692, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0546, loss: 1.1059 +2024-03-10 04:09:43,149 - mmdet - INFO - Epoch [6][6100/7330] lr: 4.612e-06, eta: 4 days, 1:50:43, time: 1.644, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1637, s0.acc: 94.4500, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2298, s1.loss_cls: 0.0784, s1.acc: 94.5486, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1114, s2.loss_cls: 0.0389, s2.acc: 94.5334, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0520, loss: 1.0926 +2024-03-10 04:11:02,970 - mmdet - INFO - Epoch [6][6150/7330] lr: 4.612e-06, eta: 4 days, 1:49:25, time: 1.596, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1558, s0.acc: 94.6313, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2395, s1.loss_cls: 0.0741, s1.acc: 94.7592, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1157, s2.loss_cls: 0.0373, s2.acc: 94.5811, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0536, loss: 1.1005 +2024-03-10 04:12:19,849 - mmdet - INFO - Epoch [6][6200/7330] lr: 4.612e-06, eta: 4 days, 1:47:51, time: 1.538, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1629, s0.acc: 94.4468, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2343, s1.loss_cls: 0.0768, s1.acc: 94.6089, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1139, s2.loss_cls: 0.0377, s2.acc: 94.5126, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0532, loss: 1.1158 +2024-03-10 04:13:40,897 - mmdet - INFO - Epoch [6][6250/7330] lr: 4.612e-06, eta: 4 days, 1:46:38, time: 1.621, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1697, s0.acc: 94.2881, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2373, s1.loss_cls: 0.0799, s1.acc: 94.4654, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1155, s2.loss_cls: 0.0395, s2.acc: 94.3292, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0537, loss: 1.1338 +2024-03-10 04:15:02,037 - mmdet - INFO - Epoch [6][6300/7330] lr: 4.612e-06, eta: 4 days, 1:45:26, time: 1.623, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1806, s0.acc: 93.8955, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2460, s1.loss_cls: 0.0857, s1.acc: 94.0928, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1190, s2.loss_cls: 0.0421, s2.acc: 93.9311, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0557, loss: 1.1826 +2024-03-10 04:16:22,230 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 04:16:22,230 - mmdet - INFO - Epoch [6][6350/7330] lr: 4.612e-06, eta: 4 days, 1:44:10, time: 1.604, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1636, s0.acc: 94.3213, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2355, s1.loss_cls: 0.0774, s1.acc: 94.5750, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1139, s2.loss_cls: 0.0384, s2.acc: 94.4576, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0537, loss: 1.1186 +2024-03-10 04:17:41,863 - mmdet - INFO - Epoch [6][6400/7330] lr: 4.612e-06, eta: 4 days, 1:42:50, time: 1.593, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1609, s0.acc: 94.5173, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2354, s1.loss_cls: 0.0762, s1.acc: 94.6823, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1134, s2.loss_cls: 0.0378, s2.acc: 94.5798, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0533, loss: 1.1064 +2024-03-10 04:18:58,891 - mmdet - INFO - Epoch [6][6450/7330] lr: 4.612e-06, eta: 4 days, 1:41:17, time: 1.541, data_time: 0.116, memory: 23149, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1681, s0.acc: 94.1921, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2409, s1.loss_cls: 0.0792, s1.acc: 94.3646, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1158, s2.loss_cls: 0.0394, s2.acc: 94.2931, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0542, loss: 1.1369 +2024-03-10 04:20:17,804 - mmdet - INFO - Epoch [6][6500/7330] lr: 4.612e-06, eta: 4 days, 1:39:53, time: 1.578, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1731, s0.acc: 94.0566, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2410, s1.loss_cls: 0.0841, s1.acc: 94.1064, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1165, s2.loss_cls: 0.0421, s2.acc: 93.8922, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0548, loss: 1.1569 +2024-03-10 04:21:37,537 - mmdet - INFO - Epoch [6][6550/7330] lr: 4.612e-06, eta: 4 days, 1:38:34, time: 1.594, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1620, s0.acc: 94.5166, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2355, s1.loss_cls: 0.0762, s1.acc: 94.7286, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1129, s2.loss_cls: 0.0381, s2.acc: 94.6521, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0523, loss: 1.0949 +2024-03-10 04:22:58,795 - mmdet - INFO - Epoch [6][6600/7330] lr: 4.612e-06, eta: 4 days, 1:37:23, time: 1.625, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1700, s0.acc: 94.1326, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2391, s1.loss_cls: 0.0824, s1.acc: 94.2150, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1158, s2.loss_cls: 0.0410, s2.acc: 94.1262, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0546, loss: 1.1474 +2024-03-10 04:24:17,933 - mmdet - INFO - Epoch [6][6650/7330] lr: 4.612e-06, eta: 4 days, 1:36:01, time: 1.583, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1804, s0.acc: 93.9700, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2465, s1.loss_cls: 0.0847, s1.acc: 94.1508, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1184, s2.loss_cls: 0.0413, s2.acc: 94.1980, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0554, loss: 1.1720 +2024-03-10 04:25:36,795 - mmdet - INFO - Epoch [6][6700/7330] lr: 4.612e-06, eta: 4 days, 1:34:37, time: 1.577, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1756, s0.acc: 94.1465, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2413, s1.loss_cls: 0.0859, s1.acc: 94.1423, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1164, s2.loss_cls: 0.0424, s2.acc: 94.0822, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0541, loss: 1.1433 +2024-03-10 04:26:55,285 - mmdet - INFO - Epoch [6][6750/7330] lr: 4.612e-06, eta: 4 days, 1:33:11, time: 1.570, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1586, s0.acc: 94.6433, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2401, s1.loss_cls: 0.0763, s1.acc: 94.7355, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1148, s2.loss_cls: 0.0379, s2.acc: 94.5625, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0532, loss: 1.0902 +2024-03-10 04:28:17,680 - mmdet - INFO - Epoch [6][6800/7330] lr: 4.612e-06, eta: 4 days, 1:32:06, time: 1.648, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1720, s0.acc: 94.2085, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2409, s1.loss_cls: 0.0815, s1.acc: 94.3203, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1152, s2.loss_cls: 0.0401, s2.acc: 94.2138, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0541, loss: 1.1368 +2024-03-10 04:29:35,518 - mmdet - INFO - Epoch [6][6850/7330] lr: 4.612e-06, eta: 4 days, 1:30:37, time: 1.557, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1710, s0.acc: 94.2134, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2485, s1.loss_cls: 0.0822, s1.acc: 94.2428, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1195, s2.loss_cls: 0.0408, s2.acc: 94.1780, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0566, loss: 1.1567 +2024-03-10 04:30:52,323 - mmdet - INFO - Epoch [6][6900/7330] lr: 4.612e-06, eta: 4 days, 1:29:03, time: 1.536, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1640, s0.acc: 94.4119, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2383, s1.loss_cls: 0.0791, s1.acc: 94.4898, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1145, s2.loss_cls: 0.0389, s2.acc: 94.4402, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0537, loss: 1.1089 +2024-03-10 04:32:10,782 - mmdet - INFO - Epoch [6][6950/7330] lr: 4.612e-06, eta: 4 days, 1:27:37, time: 1.569, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1467, s0.acc: 94.9866, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2328, s1.loss_cls: 0.0705, s1.acc: 95.0930, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1143, s2.loss_cls: 0.0358, s2.acc: 94.9301, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0540, loss: 1.0490 +2024-03-10 04:33:33,744 - mmdet - INFO - Epoch [6][7000/7330] lr: 4.612e-06, eta: 4 days, 1:26:34, time: 1.659, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1592, s0.acc: 94.5598, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2405, s1.loss_cls: 0.0765, s1.acc: 94.6284, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1159, s2.loss_cls: 0.0378, s2.acc: 94.4573, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0546, loss: 1.1162 +2024-03-10 04:34:51,117 - mmdet - INFO - Epoch [6][7050/7330] lr: 4.612e-06, eta: 4 days, 1:25:03, time: 1.547, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1578, s0.acc: 94.5483, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2364, s1.loss_cls: 0.0760, s1.acc: 94.6354, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1140, s2.loss_cls: 0.0378, s2.acc: 94.5559, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0538, loss: 1.0915 +2024-03-10 04:36:15,238 - mmdet - INFO - Epoch [6][7100/7330] lr: 4.612e-06, eta: 4 days, 1:24:06, time: 1.682, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1551, s0.acc: 94.5808, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2389, s1.loss_cls: 0.0749, s1.acc: 94.7073, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1146, s2.loss_cls: 0.0377, s2.acc: 94.5614, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0541, loss: 1.0898 +2024-03-10 04:37:39,949 - mmdet - INFO - Epoch [6][7150/7330] lr: 4.612e-06, eta: 4 days, 1:23:12, time: 1.695, data_time: 0.219, memory: 23149, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1656, s0.acc: 94.3716, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2423, s1.loss_cls: 0.0798, s1.acc: 94.4471, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1160, s2.loss_cls: 0.0395, s2.acc: 94.3564, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0536, loss: 1.1232 +2024-03-10 04:38:59,094 - mmdet - INFO - Epoch [6][7200/7330] lr: 4.612e-06, eta: 4 days, 1:21:50, time: 1.583, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1527, s0.acc: 94.8445, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2301, s1.loss_cls: 0.0755, s1.acc: 94.8447, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1107, s2.loss_cls: 0.0378, s2.acc: 94.6242, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0524, loss: 1.0517 +2024-03-10 04:40:20,413 - mmdet - INFO - Epoch [6][7250/7330] lr: 4.612e-06, eta: 4 days, 1:20:39, time: 1.626, data_time: 0.212, memory: 23149, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1653, s0.acc: 94.3125, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2355, s1.loss_cls: 0.0792, s1.acc: 94.4396, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1139, s2.loss_cls: 0.0395, s2.acc: 94.3148, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0537, loss: 1.1078 +2024-03-10 04:41:39,238 - mmdet - INFO - Epoch [6][7300/7330] lr: 4.612e-06, eta: 4 days, 1:19:15, time: 1.577, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1735, s0.acc: 94.1235, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2404, s1.loss_cls: 0.0827, s1.acc: 94.2114, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1163, s2.loss_cls: 0.0411, s2.acc: 94.1670, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0547, loss: 1.1413 +2024-03-10 04:42:22,212 - mmdet - INFO - Saving checkpoint at 6 epochs +2024-03-10 04:49:33,814 - mmdet - INFO - Evaluating bbox... +2024-03-10 04:50:11,476 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.458 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.640 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.499 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.271 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.506 + 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 ] = 0.605 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.605 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.605 + 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 ] = 0.651 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.759 + +2024-03-10 04:50:11,476 - mmdet - INFO - Evaluating segm... +2024-03-10 04:50:51,536 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.403 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.615 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.439 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.194 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.440 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.587 + 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 ] = 0.332 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.579 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.699 + +2024-03-10 04:50:52,186 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 04:50:52,191 - mmdet - INFO - Epoch(val) [6][1250] bbox_mAP: 0.4580, bbox_mAP_50: 0.6400, bbox_mAP_75: 0.4990, bbox_mAP_s: 0.2710, bbox_mAP_m: 0.5060, bbox_mAP_l: 0.5990, bbox_mAP_copypaste: 0.458 0.640 0.499 0.271 0.506 0.599, segm_mAP: 0.4030, segm_mAP_50: 0.6150, segm_mAP_75: 0.4390, segm_mAP_s: 0.1940, segm_mAP_m: 0.4400, segm_mAP_l: 0.5870, segm_mAP_copypaste: 0.403 0.615 0.439 0.194 0.440 0.587 +2024-03-10 04:52:18,549 - mmdet - INFO - Epoch [7][50/7330] lr: 4.612e-06, eta: 4 days, 1:13:42, time: 1.726, data_time: 0.304, memory: 23149, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1653, s0.acc: 94.3262, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2338, s1.loss_cls: 0.0784, s1.acc: 94.4822, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1128, s2.loss_cls: 0.0388, s2.acc: 94.3291, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0525, loss: 1.1085 +2024-03-10 04:53:39,729 - mmdet - INFO - Epoch [7][100/7330] lr: 4.612e-06, eta: 4 days, 1:12:30, time: 1.624, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1596, s0.acc: 94.4299, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2371, s1.loss_cls: 0.0761, s1.acc: 94.6019, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1142, s2.loss_cls: 0.0376, s2.acc: 94.6100, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0533, loss: 1.1141 +2024-03-10 04:54:57,571 - mmdet - INFO - Epoch [7][150/7330] lr: 4.612e-06, eta: 4 days, 1:11:02, time: 1.557, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1585, s0.acc: 94.6099, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2345, s1.loss_cls: 0.0752, s1.acc: 94.7924, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1131, s2.loss_cls: 0.0378, s2.acc: 94.6177, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0525, loss: 1.0835 +2024-03-10 04:56:19,889 - mmdet - INFO - Epoch [7][200/7330] lr: 4.612e-06, eta: 4 days, 1:09:56, time: 1.646, data_time: 0.117, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1573, s0.acc: 94.7041, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2321, s1.loss_cls: 0.0753, s1.acc: 94.8018, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1130, s2.loss_cls: 0.0376, s2.acc: 94.5754, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0528, loss: 1.0752 +2024-03-10 04:57:38,072 - mmdet - INFO - Epoch [7][250/7330] lr: 4.612e-06, eta: 4 days, 1:08:29, time: 1.563, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1737, s0.acc: 94.1255, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2480, s1.loss_cls: 0.0820, s1.acc: 94.2453, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1184, s2.loss_cls: 0.0399, s2.acc: 94.1468, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0548, loss: 1.1661 +2024-03-10 04:59:02,499 - mmdet - INFO - Epoch [7][300/7330] lr: 4.612e-06, eta: 4 days, 1:07:33, time: 1.688, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1599, s0.acc: 94.4275, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2377, s1.loss_cls: 0.0769, s1.acc: 94.6023, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1136, s2.loss_cls: 0.0376, s2.acc: 94.6271, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0532, loss: 1.0962 +2024-03-10 05:00:23,769 - mmdet - INFO - Epoch [7][350/7330] lr: 4.612e-06, eta: 4 days, 1:06:22, time: 1.626, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1631, s0.acc: 94.4146, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2446, s1.loss_cls: 0.0773, s1.acc: 94.6098, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1172, s2.loss_cls: 0.0385, s2.acc: 94.4248, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0545, loss: 1.1301 +2024-03-10 05:01:41,483 - mmdet - INFO - Epoch [7][400/7330] lr: 4.612e-06, eta: 4 days, 1:04:53, time: 1.554, data_time: 0.114, memory: 23149, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1627, s0.acc: 94.3870, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2404, s1.loss_cls: 0.0768, s1.acc: 94.5009, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1163, s2.loss_cls: 0.0374, s2.acc: 94.5930, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0544, loss: 1.1194 +2024-03-10 05:03:01,597 - mmdet - INFO - Epoch [7][450/7330] lr: 4.612e-06, eta: 4 days, 1:03:36, time: 1.602, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1683, s0.acc: 94.2468, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2422, s1.loss_cls: 0.0790, s1.acc: 94.4735, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1167, s2.loss_cls: 0.0388, s2.acc: 94.4074, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0549, loss: 1.1317 +2024-03-10 05:04:24,256 - mmdet - INFO - Epoch [7][500/7330] lr: 4.612e-06, eta: 4 days, 1:02:31, time: 1.653, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1752, s0.acc: 94.0779, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2379, s1.loss_cls: 0.0835, s1.acc: 94.2167, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1160, s2.loss_cls: 0.0414, s2.acc: 94.1533, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0541, loss: 1.1489 +2024-03-10 05:05:43,361 - mmdet - INFO - Epoch [7][550/7330] lr: 4.612e-06, eta: 4 days, 1:01:09, time: 1.582, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1646, s0.acc: 94.2891, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2380, s1.loss_cls: 0.0786, s1.acc: 94.4746, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1140, s2.loss_cls: 0.0383, s2.acc: 94.4562, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0534, loss: 1.1163 +2024-03-10 05:07:02,636 - mmdet - INFO - Epoch [7][600/7330] lr: 4.612e-06, eta: 4 days, 0:59:48, time: 1.585, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1606, s0.acc: 94.5447, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2334, s1.loss_cls: 0.0766, s1.acc: 94.6821, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1131, s2.loss_cls: 0.0379, s2.acc: 94.6500, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0529, loss: 1.0937 +2024-03-10 05:08:23,723 - mmdet - INFO - Epoch [7][650/7330] lr: 4.612e-06, eta: 4 days, 0:58:35, time: 1.622, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1692, s0.acc: 94.3064, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2432, s1.loss_cls: 0.0806, s1.acc: 94.4227, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1182, s2.loss_cls: 0.0398, s2.acc: 94.3079, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0554, loss: 1.1534 +2024-03-10 05:09:45,305 - mmdet - INFO - Epoch [7][700/7330] lr: 4.612e-06, eta: 4 days, 0:57:25, time: 1.632, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1650, s0.acc: 94.2207, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2419, s1.loss_cls: 0.0779, s1.acc: 94.4193, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1167, s2.loss_cls: 0.0390, s2.acc: 94.2805, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0547, loss: 1.1392 +2024-03-10 05:11:04,073 - mmdet - INFO - Epoch [7][750/7330] lr: 4.612e-06, eta: 4 days, 0:56:02, time: 1.575, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1650, s0.acc: 94.4358, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2366, s1.loss_cls: 0.0771, s1.acc: 94.6956, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1143, s2.loss_cls: 0.0383, s2.acc: 94.6748, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0534, loss: 1.1246 +2024-03-10 05:12:18,691 - mmdet - INFO - Epoch [7][800/7330] lr: 4.612e-06, eta: 4 days, 0:54:17, time: 1.492, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1568, s0.acc: 94.6370, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2358, s1.loss_cls: 0.0737, s1.acc: 94.8255, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1149, s2.loss_cls: 0.0363, s2.acc: 94.7230, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0538, loss: 1.0827 +2024-03-10 05:13:39,558 - mmdet - INFO - Epoch [7][850/7330] lr: 4.612e-06, eta: 4 days, 0:53:04, time: 1.617, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1793, s0.acc: 94.0027, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2432, s1.loss_cls: 0.0839, s1.acc: 94.2769, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1188, s2.loss_cls: 0.0412, s2.acc: 94.1418, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0555, loss: 1.1750 +2024-03-10 05:14:58,818 - mmdet - INFO - Epoch [7][900/7330] lr: 4.612e-06, eta: 4 days, 0:51:43, time: 1.585, data_time: 0.211, memory: 23149, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1653, s0.acc: 94.3643, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2382, s1.loss_cls: 0.0778, s1.acc: 94.5460, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1146, s2.loss_cls: 0.0386, s2.acc: 94.4590, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0540, loss: 1.1200 +2024-03-10 05:16:21,020 - mmdet - INFO - Epoch [7][950/7330] lr: 4.612e-06, eta: 4 days, 0:50:36, time: 1.644, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1685, s0.acc: 94.1394, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2490, s1.loss_cls: 0.0800, s1.acc: 94.3203, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1203, s2.loss_cls: 0.0395, s2.acc: 94.1773, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0562, loss: 1.1722 +2024-03-10 05:17:40,951 - mmdet - INFO - Epoch [7][1000/7330] lr: 4.612e-06, eta: 4 days, 0:49:18, time: 1.599, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1554, s0.acc: 94.6719, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2343, s1.loss_cls: 0.0735, s1.acc: 94.8278, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1133, s2.loss_cls: 0.0364, s2.acc: 94.7576, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0527, loss: 1.0887 +2024-03-10 05:18:59,667 - mmdet - INFO - Epoch [7][1050/7330] lr: 4.612e-06, eta: 4 days, 0:47:54, time: 1.574, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1584, s0.acc: 94.4961, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2306, s1.loss_cls: 0.0753, s1.acc: 94.6789, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1137, s2.loss_cls: 0.0376, s2.acc: 94.4059, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0536, loss: 1.0912 +2024-03-10 05:20:18,016 - mmdet - INFO - Epoch [7][1100/7330] lr: 4.612e-06, eta: 4 days, 0:46:28, time: 1.567, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1618, s0.acc: 94.4478, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2368, s1.loss_cls: 0.0768, s1.acc: 94.5520, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1148, s2.loss_cls: 0.0382, s2.acc: 94.4376, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0538, loss: 1.1020 +2024-03-10 05:21:45,796 - mmdet - INFO - Epoch [7][1150/7330] lr: 4.612e-06, eta: 4 days, 0:45:48, time: 1.756, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1773, s0.acc: 94.0071, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2379, s1.loss_cls: 0.0828, s1.acc: 94.2480, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1156, s2.loss_cls: 0.0410, s2.acc: 94.1217, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0542, loss: 1.1680 +2024-03-10 05:23:08,046 - mmdet - INFO - Epoch [7][1200/7330] lr: 4.612e-06, eta: 4 days, 0:44:41, time: 1.645, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1613, s0.acc: 94.4575, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2374, s1.loss_cls: 0.0771, s1.acc: 94.5899, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1152, s2.loss_cls: 0.0380, s2.acc: 94.5538, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0539, loss: 1.1059 +2024-03-10 05:24:30,632 - mmdet - INFO - Epoch [7][1250/7330] lr: 4.612e-06, eta: 4 days, 0:43:36, time: 1.652, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1661, s0.acc: 94.2302, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2419, s1.loss_cls: 0.0794, s1.acc: 94.3550, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1169, s2.loss_cls: 0.0395, s2.acc: 94.1554, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0545, loss: 1.1432 +2024-03-10 05:25:53,495 - mmdet - INFO - Epoch [7][1300/7330] lr: 4.612e-06, eta: 4 days, 0:42:32, time: 1.657, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1670, s0.acc: 94.3323, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2362, s1.loss_cls: 0.0780, s1.acc: 94.4992, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1156, s2.loss_cls: 0.0386, s2.acc: 94.4124, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0542, loss: 1.1205 +2024-03-10 05:27:12,977 - mmdet - INFO - Epoch [7][1350/7330] lr: 4.612e-06, eta: 4 days, 0:41:11, time: 1.590, data_time: 0.203, memory: 23149, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1634, s0.acc: 94.3401, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2366, s1.loss_cls: 0.0779, s1.acc: 94.5065, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1139, s2.loss_cls: 0.0383, s2.acc: 94.3885, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0533, loss: 1.1206 +2024-03-10 05:28:30,768 - mmdet - INFO - Epoch [7][1400/7330] lr: 4.612e-06, eta: 4 days, 0:39:43, time: 1.556, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1620, s0.acc: 94.3779, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2426, s1.loss_cls: 0.0762, s1.acc: 94.5613, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1174, s2.loss_cls: 0.0380, s2.acc: 94.4285, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0554, loss: 1.1256 +2024-03-10 05:29:50,193 - mmdet - INFO - Epoch [7][1450/7330] lr: 4.612e-06, eta: 4 days, 0:38:22, time: 1.588, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1565, s0.acc: 94.5723, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2364, s1.loss_cls: 0.0742, s1.acc: 94.7216, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1144, s2.loss_cls: 0.0368, s2.acc: 94.5571, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0538, loss: 1.0980 +2024-03-10 05:31:10,120 - mmdet - INFO - Epoch [7][1500/7330] lr: 4.612e-06, eta: 4 days, 0:37:04, time: 1.599, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1816, s0.acc: 93.8806, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2421, s1.loss_cls: 0.0859, s1.acc: 93.9985, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1172, s2.loss_cls: 0.0422, s2.acc: 94.0173, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0548, loss: 1.1771 +2024-03-10 05:32:27,332 - mmdet - INFO - Epoch [7][1550/7330] lr: 4.612e-06, eta: 4 days, 0:35:33, time: 1.544, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1685, s0.acc: 94.2222, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2327, s1.loss_cls: 0.0818, s1.acc: 94.3593, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1129, s2.loss_cls: 0.0401, s2.acc: 94.3629, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0528, loss: 1.1213 +2024-03-10 05:33:46,741 - mmdet - INFO - Epoch [7][1600/7330] lr: 4.612e-06, eta: 4 days, 0:34:12, time: 1.588, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1743, s0.acc: 93.9490, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2455, s1.loss_cls: 0.0830, s1.acc: 94.1443, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1192, s2.loss_cls: 0.0404, s2.acc: 94.1883, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0559, loss: 1.1783 +2024-03-10 05:35:02,619 - mmdet - INFO - Epoch [7][1650/7330] lr: 4.612e-06, eta: 4 days, 0:32:34, time: 1.517, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1702, s0.acc: 94.1921, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2392, s1.loss_cls: 0.0801, s1.acc: 94.3730, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1159, s2.loss_cls: 0.0391, s2.acc: 94.4286, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0541, loss: 1.1378 +2024-03-10 05:36:22,167 - mmdet - INFO - Epoch [7][1700/7330] lr: 4.612e-06, eta: 4 days, 0:31:14, time: 1.591, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1761, s0.acc: 94.0693, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2375, s1.loss_cls: 0.0842, s1.acc: 94.1811, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1144, s2.loss_cls: 0.0419, s2.acc: 94.0338, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0534, loss: 1.1599 +2024-03-10 05:37:43,740 - mmdet - INFO - Epoch [7][1750/7330] lr: 4.612e-06, eta: 4 days, 0:30:04, time: 1.632, data_time: 0.209, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1664, s0.acc: 94.3909, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2396, s1.loss_cls: 0.0784, s1.acc: 94.6294, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1153, s2.loss_cls: 0.0388, s2.acc: 94.4801, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0538, loss: 1.1166 +2024-03-10 05:38:59,041 - mmdet - INFO - Epoch [7][1800/7330] lr: 4.612e-06, eta: 4 days, 0:28:24, time: 1.506, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1769, s0.acc: 94.0728, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2365, s1.loss_cls: 0.0829, s1.acc: 94.3399, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1130, s2.loss_cls: 0.0400, s2.acc: 94.4254, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0529, loss: 1.1371 +2024-03-10 05:40:18,382 - mmdet - INFO - Epoch [7][1850/7330] lr: 4.612e-06, eta: 4 days, 0:27:03, time: 1.587, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1668, s0.acc: 94.4006, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2353, s1.loss_cls: 0.0783, s1.acc: 94.6027, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1149, s2.loss_cls: 0.0386, s2.acc: 94.5129, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0541, loss: 1.1216 +2024-03-10 05:41:35,344 - mmdet - INFO - Epoch [7][1900/7330] lr: 4.612e-06, eta: 4 days, 0:25:31, time: 1.539, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1673, s0.acc: 94.2534, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2377, s1.loss_cls: 0.0795, s1.acc: 94.4102, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1140, s2.loss_cls: 0.0400, s2.acc: 94.2866, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0534, loss: 1.1356 +2024-03-10 05:42:56,758 - mmdet - INFO - Epoch [7][1950/7330] lr: 4.612e-06, eta: 4 days, 0:24:20, time: 1.628, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1655, s0.acc: 94.2666, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2402, s1.loss_cls: 0.0781, s1.acc: 94.5004, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1168, s2.loss_cls: 0.0390, s2.acc: 94.4203, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0549, loss: 1.1385 +2024-03-10 05:44:18,687 - mmdet - INFO - Epoch [7][2000/7330] lr: 4.612e-06, eta: 4 days, 0:23:11, time: 1.639, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1658, s0.acc: 94.2749, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2424, s1.loss_cls: 0.0791, s1.acc: 94.3129, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1179, s2.loss_cls: 0.0384, s2.acc: 94.2808, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0549, loss: 1.1434 +2024-03-10 05:45:38,164 - mmdet - INFO - Epoch [7][2050/7330] lr: 4.612e-06, eta: 4 days, 0:21:51, time: 1.590, data_time: 0.213, memory: 23149, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1646, s0.acc: 94.4124, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2426, s1.loss_cls: 0.0774, s1.acc: 94.6377, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1176, s2.loss_cls: 0.0382, s2.acc: 94.4564, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0553, loss: 1.1279 +2024-03-10 05:46:56,390 - mmdet - INFO - Epoch [7][2100/7330] lr: 4.612e-06, eta: 4 days, 0:20:24, time: 1.564, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1740, s0.acc: 93.9956, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2390, s1.loss_cls: 0.0828, s1.acc: 94.2370, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1150, s2.loss_cls: 0.0412, s2.acc: 94.0925, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0539, loss: 1.1527 +2024-03-10 05:48:16,445 - mmdet - INFO - Epoch [7][2150/7330] lr: 4.612e-06, eta: 4 days, 0:19:07, time: 1.601, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1746, s0.acc: 94.1128, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2445, s1.loss_cls: 0.0829, s1.acc: 94.3550, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1198, s2.loss_cls: 0.0406, s2.acc: 94.2797, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0561, loss: 1.1678 +2024-03-10 05:49:36,352 - mmdet - INFO - Epoch [7][2200/7330] lr: 4.612e-06, eta: 4 days, 0:17:49, time: 1.598, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1798, s0.acc: 93.9077, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2474, s1.loss_cls: 0.0840, s1.acc: 94.1367, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1203, s2.loss_cls: 0.0418, s2.acc: 94.0960, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0561, loss: 1.1898 +2024-03-10 05:50:52,602 - mmdet - INFO - Epoch [7][2250/7330] lr: 4.612e-06, eta: 4 days, 0:16:13, time: 1.525, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1759, s0.acc: 94.1208, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2417, s1.loss_cls: 0.0830, s1.acc: 94.3327, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1169, s2.loss_cls: 0.0409, s2.acc: 94.1545, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0543, loss: 1.1513 +2024-03-10 05:52:10,344 - mmdet - INFO - Epoch [7][2300/7330] lr: 4.612e-06, eta: 4 days, 0:14:45, time: 1.555, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1698, s0.acc: 94.3284, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2379, s1.loss_cls: 0.0801, s1.acc: 94.5230, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1155, s2.loss_cls: 0.0394, s2.acc: 94.4271, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0537, loss: 1.1318 +2024-03-10 05:53:31,081 - mmdet - INFO - Epoch [7][2350/7330] lr: 4.612e-06, eta: 4 days, 0:13:30, time: 1.615, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1720, s0.acc: 94.0894, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2364, s1.loss_cls: 0.0813, s1.acc: 94.2365, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1151, s2.loss_cls: 0.0402, s2.acc: 94.1994, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0541, loss: 1.1410 +2024-03-10 05:54:50,992 - mmdet - INFO - Epoch [7][2400/7330] lr: 4.612e-06, eta: 4 days, 0:12:12, time: 1.598, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1812, s0.acc: 93.8950, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2400, s1.loss_cls: 0.0856, s1.acc: 94.1106, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1164, s2.loss_cls: 0.0420, s2.acc: 94.0994, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0547, loss: 1.1870 +2024-03-10 05:56:12,092 - mmdet - INFO - Epoch [7][2450/7330] lr: 4.612e-06, eta: 4 days, 0:10:59, time: 1.622, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1827, s0.acc: 93.8948, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2379, s1.loss_cls: 0.0863, s1.acc: 94.1403, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1159, s2.loss_cls: 0.0422, s2.acc: 94.1352, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0542, loss: 1.1678 +2024-03-10 05:57:31,392 - mmdet - INFO - Epoch [7][2500/7330] lr: 4.612e-06, eta: 4 days, 0:09:38, time: 1.586, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1788, s0.acc: 94.0203, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2446, s1.loss_cls: 0.0833, s1.acc: 94.2772, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1181, s2.loss_cls: 0.0408, s2.acc: 94.2432, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0550, loss: 1.1711 +2024-03-10 05:58:48,667 - mmdet - INFO - Epoch [7][2550/7330] lr: 4.612e-06, eta: 4 days, 0:08:08, time: 1.545, data_time: 0.104, memory: 23149, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1701, s0.acc: 94.1482, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2404, s1.loss_cls: 0.0809, s1.acc: 94.3292, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1173, s2.loss_cls: 0.0400, s2.acc: 94.2265, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0548, loss: 1.1434 +2024-03-10 06:00:08,342 - mmdet - INFO - Epoch [7][2600/7330] lr: 4.612e-06, eta: 4 days, 0:06:48, time: 1.594, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1674, s0.acc: 94.2849, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2402, s1.loss_cls: 0.0793, s1.acc: 94.4798, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1164, s2.loss_cls: 0.0398, s2.acc: 94.3095, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0544, loss: 1.1340 +2024-03-10 06:01:26,968 - mmdet - INFO - Epoch [7][2650/7330] lr: 4.612e-06, eta: 4 days, 0:05:24, time: 1.572, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1720, s0.acc: 94.1289, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2423, s1.loss_cls: 0.0816, s1.acc: 94.2931, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1175, s2.loss_cls: 0.0400, s2.acc: 94.1928, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0551, loss: 1.1567 +2024-03-10 06:02:49,548 - mmdet - INFO - Epoch [7][2700/7330] lr: 4.612e-06, eta: 4 days, 0:04:18, time: 1.652, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1720, s0.acc: 94.1514, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2381, s1.loss_cls: 0.0812, s1.acc: 94.4332, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1157, s2.loss_cls: 0.0401, s2.acc: 94.2391, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0543, loss: 1.1436 +2024-03-10 06:04:11,643 - mmdet - INFO - Epoch [7][2750/7330] lr: 4.612e-06, eta: 4 days, 0:03:10, time: 1.642, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1709, s0.acc: 94.1711, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2365, s1.loss_cls: 0.0819, s1.acc: 94.3252, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1151, s2.loss_cls: 0.0406, s2.acc: 94.2183, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0542, loss: 1.1407 +2024-03-10 06:05:31,251 - mmdet - INFO - Epoch [7][2800/7330] lr: 4.612e-06, eta: 4 days, 0:01:50, time: 1.592, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1648, s0.acc: 94.4646, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2381, s1.loss_cls: 0.0774, s1.acc: 94.6786, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1145, s2.loss_cls: 0.0385, s2.acc: 94.6566, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0533, loss: 1.1108 +2024-03-10 06:06:50,394 - mmdet - INFO - Epoch [7][2850/7330] lr: 4.612e-06, eta: 4 days, 0:00:29, time: 1.583, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1789, s0.acc: 93.9343, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2413, s1.loss_cls: 0.0858, s1.acc: 94.0677, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1161, s2.loss_cls: 0.0426, s2.acc: 93.9001, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0545, loss: 1.1719 +2024-03-10 06:08:07,296 - mmdet - INFO - Epoch [7][2900/7330] lr: 4.612e-06, eta: 3 days, 23:58:56, time: 1.538, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1619, s0.acc: 94.4751, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2374, s1.loss_cls: 0.0762, s1.acc: 94.6745, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1153, s2.loss_cls: 0.0374, s2.acc: 94.6242, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0538, loss: 1.1059 +2024-03-10 06:09:25,570 - mmdet - INFO - Epoch [7][2950/7330] lr: 4.612e-06, eta: 3 days, 23:57:31, time: 1.565, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1673, s0.acc: 94.3706, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2420, s1.loss_cls: 0.0787, s1.acc: 94.5733, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1172, s2.loss_cls: 0.0391, s2.acc: 94.4011, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0553, loss: 1.1283 +2024-03-10 06:10:45,338 - mmdet - INFO - Epoch [7][3000/7330] lr: 4.612e-06, eta: 3 days, 23:56:12, time: 1.595, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1783, s0.acc: 93.9709, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2437, s1.loss_cls: 0.0842, s1.acc: 94.2206, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1177, s2.loss_cls: 0.0415, s2.acc: 94.0655, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0551, loss: 1.1754 +2024-03-10 06:12:04,195 - mmdet - INFO - Epoch [7][3050/7330] lr: 4.612e-06, eta: 3 days, 23:54:49, time: 1.577, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1673, s0.acc: 94.2664, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2397, s1.loss_cls: 0.0783, s1.acc: 94.4908, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1157, s2.loss_cls: 0.0387, s2.acc: 94.4148, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0543, loss: 1.1377 +2024-03-10 06:13:25,151 - mmdet - INFO - Epoch [7][3100/7330] lr: 4.612e-06, eta: 3 days, 23:53:35, time: 1.619, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1857, s0.acc: 93.6362, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2414, s1.loss_cls: 0.0878, s1.acc: 93.7927, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1156, s2.loss_cls: 0.0435, s2.acc: 93.7438, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0536, loss: 1.1930 +2024-03-10 06:14:46,717 - mmdet - INFO - Epoch [7][3150/7330] lr: 4.612e-06, eta: 3 days, 23:52:24, time: 1.631, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1756, s0.acc: 94.0969, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2358, s1.loss_cls: 0.0844, s1.acc: 94.1604, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1138, s2.loss_cls: 0.0414, s2.acc: 94.0774, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0535, loss: 1.1479 +2024-03-10 06:15:59,681 - mmdet - INFO - Epoch [7][3200/7330] lr: 4.612e-06, eta: 3 days, 23:50:34, time: 1.459, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1476, s0.acc: 94.9055, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2322, s1.loss_cls: 0.0722, s1.acc: 94.9244, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1119, s2.loss_cls: 0.0361, s2.acc: 94.7351, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0529, loss: 1.0482 +2024-03-10 06:17:17,508 - mmdet - INFO - Epoch [7][3250/7330] lr: 4.612e-06, eta: 3 days, 23:49:06, time: 1.556, data_time: 0.195, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1627, s0.acc: 94.3254, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2370, s1.loss_cls: 0.0768, s1.acc: 94.5552, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1152, s2.loss_cls: 0.0378, s2.acc: 94.5588, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0542, loss: 1.1182 +2024-03-10 06:18:36,416 - mmdet - INFO - Epoch [7][3300/7330] lr: 4.612e-06, eta: 3 days, 23:47:44, time: 1.578, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1761, s0.acc: 93.9189, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2388, s1.loss_cls: 0.0836, s1.acc: 94.1463, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1143, s2.loss_cls: 0.0413, s2.acc: 94.0455, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0532, loss: 1.1605 +2024-03-10 06:19:59,958 - mmdet - INFO - Epoch [7][3350/7330] lr: 4.612e-06, eta: 3 days, 23:46:42, time: 1.671, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1686, s0.acc: 94.2197, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2346, s1.loss_cls: 0.0809, s1.acc: 94.3789, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1144, s2.loss_cls: 0.0401, s2.acc: 94.2690, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0537, loss: 1.1358 +2024-03-10 06:21:19,478 - mmdet - INFO - Epoch [7][3400/7330] lr: 4.612e-06, eta: 3 days, 23:45:22, time: 1.590, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1541, s0.acc: 94.6692, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2344, s1.loss_cls: 0.0738, s1.acc: 94.8674, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1124, s2.loss_cls: 0.0371, s2.acc: 94.8011, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0521, loss: 1.0777 +2024-03-10 06:22:40,671 - mmdet - INFO - Epoch [7][3450/7330] lr: 4.612e-06, eta: 3 days, 23:44:10, time: 1.624, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1702, s0.acc: 94.0688, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2440, s1.loss_cls: 0.0818, s1.acc: 94.1926, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1167, s2.loss_cls: 0.0407, s2.acc: 94.1280, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0549, loss: 1.1613 +2024-03-10 06:24:00,195 - mmdet - INFO - Epoch [7][3500/7330] lr: 4.612e-06, eta: 3 days, 23:42:50, time: 1.590, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1817, s0.acc: 93.8948, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2440, s1.loss_cls: 0.0867, s1.acc: 94.0702, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1179, s2.loss_cls: 0.0423, s2.acc: 93.9473, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0554, loss: 1.1884 +2024-03-10 06:25:17,214 - mmdet - INFO - Epoch [7][3550/7330] lr: 4.612e-06, eta: 3 days, 23:41:18, time: 1.540, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1838, s0.acc: 93.7812, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2362, s1.loss_cls: 0.0870, s1.acc: 94.0330, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1145, s2.loss_cls: 0.0430, s2.acc: 93.9586, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0531, loss: 1.1767 +2024-03-10 06:26:37,477 - mmdet - INFO - Epoch [7][3600/7330] lr: 4.612e-06, eta: 3 days, 23:40:02, time: 1.605, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1805, s0.acc: 93.8638, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2415, s1.loss_cls: 0.0849, s1.acc: 94.1418, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1155, s2.loss_cls: 0.0420, s2.acc: 94.0625, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0538, loss: 1.1829 +2024-03-10 06:27:58,124 - mmdet - INFO - Epoch [7][3650/7330] lr: 4.612e-06, eta: 3 days, 23:38:47, time: 1.613, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1704, s0.acc: 94.1863, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2473, s1.loss_cls: 0.0812, s1.acc: 94.2997, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1187, s2.loss_cls: 0.0399, s2.acc: 94.2780, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0552, loss: 1.1531 +2024-03-10 06:29:19,092 - mmdet - INFO - Epoch [7][3700/7330] lr: 4.612e-06, eta: 3 days, 23:37:33, time: 1.619, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1541, s0.acc: 94.7500, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2308, s1.loss_cls: 0.0744, s1.acc: 94.8317, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1117, s2.loss_cls: 0.0372, s2.acc: 94.6476, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0524, loss: 1.0551 +2024-03-10 06:30:39,402 - mmdet - INFO - Epoch [7][3750/7330] lr: 4.612e-06, eta: 3 days, 23:36:17, time: 1.606, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1605, s0.acc: 94.4573, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2428, s1.loss_cls: 0.0767, s1.acc: 94.5932, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1161, s2.loss_cls: 0.0382, s2.acc: 94.5189, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0541, loss: 1.1137 +2024-03-10 06:32:00,003 - mmdet - INFO - Epoch [7][3800/7330] lr: 4.612e-06, eta: 3 days, 23:35:01, time: 1.612, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1636, s0.acc: 94.3889, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2391, s1.loss_cls: 0.0778, s1.acc: 94.5494, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1156, s2.loss_cls: 0.0390, s2.acc: 94.3522, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0539, loss: 1.1205 +2024-03-10 06:33:22,503 - mmdet - INFO - Epoch [7][3850/7330] lr: 4.612e-06, eta: 3 days, 23:33:55, time: 1.650, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1587, s0.acc: 94.5178, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2382, s1.loss_cls: 0.0754, s1.acc: 94.6997, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1156, s2.loss_cls: 0.0372, s2.acc: 94.6057, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0537, loss: 1.1030 +2024-03-10 06:34:43,313 - mmdet - INFO - Epoch [7][3900/7330] lr: 4.612e-06, eta: 3 days, 23:32:41, time: 1.616, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1611, s0.acc: 94.3281, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2366, s1.loss_cls: 0.0785, s1.acc: 94.3074, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1131, s2.loss_cls: 0.0386, s2.acc: 94.2952, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0528, loss: 1.1137 +2024-03-10 06:36:04,410 - mmdet - INFO - Epoch [7][3950/7330] lr: 4.612e-06, eta: 3 days, 23:31:28, time: 1.622, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1543, s0.acc: 94.6624, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2378, s1.loss_cls: 0.0729, s1.acc: 94.8140, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1150, s2.loss_cls: 0.0365, s2.acc: 94.7032, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0541, loss: 1.0868 +2024-03-10 06:37:25,897 - mmdet - INFO - Epoch [7][4000/7330] lr: 4.612e-06, eta: 3 days, 23:30:16, time: 1.630, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1762, s0.acc: 93.9314, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2410, s1.loss_cls: 0.0842, s1.acc: 94.1065, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1172, s2.loss_cls: 0.0415, s2.acc: 94.1110, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0552, loss: 1.1763 +2024-03-10 06:38:44,331 - mmdet - INFO - Epoch [7][4050/7330] lr: 4.612e-06, eta: 3 days, 23:28:51, time: 1.569, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1613, s0.acc: 94.5596, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2323, s1.loss_cls: 0.0774, s1.acc: 94.5936, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1126, s2.loss_cls: 0.0390, s2.acc: 94.4633, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0528, loss: 1.0961 +2024-03-10 06:40:06,927 - mmdet - INFO - Epoch [7][4100/7330] lr: 4.612e-06, eta: 3 days, 23:27:45, time: 1.652, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1597, s0.acc: 94.5369, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2336, s1.loss_cls: 0.0768, s1.acc: 94.5861, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1126, s2.loss_cls: 0.0382, s2.acc: 94.4672, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0528, loss: 1.1041 +2024-03-10 06:41:29,050 - mmdet - INFO - Epoch [7][4150/7330] lr: 4.612e-06, eta: 3 days, 23:26:37, time: 1.642, data_time: 0.202, memory: 23149, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1761, s0.acc: 94.1179, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2392, s1.loss_cls: 0.0841, s1.acc: 94.2439, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1157, s2.loss_cls: 0.0417, s2.acc: 94.0554, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0543, loss: 1.1489 +2024-03-10 06:42:49,835 - mmdet - INFO - Epoch [7][4200/7330] lr: 4.612e-06, eta: 3 days, 23:25:22, time: 1.616, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1653, s0.acc: 94.2954, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2353, s1.loss_cls: 0.0793, s1.acc: 94.4451, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1137, s2.loss_cls: 0.0394, s2.acc: 94.3100, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0532, loss: 1.1180 +2024-03-10 06:44:11,287 - mmdet - INFO - Epoch [7][4250/7330] lr: 4.612e-06, eta: 3 days, 23:24:11, time: 1.629, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1672, s0.acc: 94.3269, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2405, s1.loss_cls: 0.0804, s1.acc: 94.4476, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1158, s2.loss_cls: 0.0398, s2.acc: 94.2992, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0541, loss: 1.1319 +2024-03-10 06:45:32,327 - mmdet - INFO - Epoch [7][4300/7330] lr: 4.612e-06, eta: 3 days, 23:22:57, time: 1.621, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1801, s0.acc: 93.9099, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2392, s1.loss_cls: 0.0861, s1.acc: 94.0875, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1157, s2.loss_cls: 0.0422, s2.acc: 94.0032, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0536, loss: 1.1796 +2024-03-10 06:46:51,155 - mmdet - INFO - Epoch [7][4350/7330] lr: 4.612e-06, eta: 3 days, 23:21:34, time: 1.577, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1752, s0.acc: 94.1562, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2413, s1.loss_cls: 0.0822, s1.acc: 94.2538, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1158, s2.loss_cls: 0.0406, s2.acc: 94.2333, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0539, loss: 1.1490 +2024-03-10 06:48:18,388 - mmdet - INFO - Epoch [7][4400/7330] lr: 4.612e-06, eta: 3 days, 23:20:48, time: 1.745, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1721, s0.acc: 94.0869, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2425, s1.loss_cls: 0.0833, s1.acc: 94.1420, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1164, s2.loss_cls: 0.0417, s2.acc: 93.9720, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0542, loss: 1.1532 +2024-03-10 06:49:40,414 - mmdet - INFO - Epoch [7][4450/7330] lr: 4.612e-06, eta: 3 days, 23:19:39, time: 1.640, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1801, s0.acc: 93.7449, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2428, s1.loss_cls: 0.0880, s1.acc: 93.6930, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1171, s2.loss_cls: 0.0432, s2.acc: 93.6541, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0543, loss: 1.1853 +2024-03-10 06:50:59,714 - mmdet - INFO - Epoch [7][4500/7330] lr: 4.612e-06, eta: 3 days, 23:18:18, time: 1.586, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1644, s0.acc: 94.4617, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2336, s1.loss_cls: 0.0782, s1.acc: 94.5874, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1133, s2.loss_cls: 0.0384, s2.acc: 94.4208, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0532, loss: 1.1027 +2024-03-10 06:52:17,970 - mmdet - INFO - Epoch [7][4550/7330] lr: 4.612e-06, eta: 3 days, 23:16:52, time: 1.565, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1644, s0.acc: 94.3977, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2349, s1.loss_cls: 0.0795, s1.acc: 94.4318, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1131, s2.loss_cls: 0.0393, s2.acc: 94.3707, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0529, loss: 1.1135 +2024-03-10 06:53:38,143 - mmdet - INFO - Epoch [7][4600/7330] lr: 4.612e-06, eta: 3 days, 23:15:35, time: 1.603, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1670, s0.acc: 94.3545, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2414, s1.loss_cls: 0.0803, s1.acc: 94.5021, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1156, s2.loss_cls: 0.0403, s2.acc: 94.2590, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0535, loss: 1.1358 +2024-03-10 06:54:55,419 - mmdet - INFO - Epoch [7][4650/7330] lr: 4.612e-06, eta: 3 days, 23:14:05, time: 1.545, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1774, s0.acc: 94.0518, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2413, s1.loss_cls: 0.0836, s1.acc: 94.3292, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1169, s2.loss_cls: 0.0416, s2.acc: 94.2151, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0543, loss: 1.1673 +2024-03-10 06:56:16,306 - mmdet - INFO - Epoch [7][4700/7330] lr: 4.612e-06, eta: 3 days, 23:12:51, time: 1.618, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1753, s0.acc: 93.9546, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2423, s1.loss_cls: 0.0834, s1.acc: 94.0904, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1178, s2.loss_cls: 0.0411, s2.acc: 94.0045, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0547, loss: 1.1647 +2024-03-10 06:57:41,333 - mmdet - INFO - Epoch [7][4750/7330] lr: 4.612e-06, eta: 3 days, 23:11:55, time: 1.700, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1696, s0.acc: 94.2256, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2405, s1.loss_cls: 0.0803, s1.acc: 94.4295, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1161, s2.loss_cls: 0.0399, s2.acc: 94.2147, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0544, loss: 1.1348 +2024-03-10 06:59:01,532 - mmdet - INFO - Epoch [7][4800/7330] lr: 4.612e-06, eta: 3 days, 23:10:38, time: 1.604, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1806, s0.acc: 93.9263, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2457, s1.loss_cls: 0.0864, s1.acc: 94.0480, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1178, s2.loss_cls: 0.0423, s2.acc: 94.0182, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0546, loss: 1.1908 +2024-03-10 07:00:19,997 - mmdet - INFO - Epoch [7][4850/7330] lr: 4.612e-06, eta: 3 days, 23:09:13, time: 1.569, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1730, s0.acc: 94.1013, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2423, s1.loss_cls: 0.0823, s1.acc: 94.2537, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1179, s2.loss_cls: 0.0411, s2.acc: 94.0829, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0550, loss: 1.1560 +2024-03-10 07:01:38,008 - mmdet - INFO - Epoch [7][4900/7330] lr: 4.612e-06, eta: 3 days, 23:07:46, time: 1.560, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1574, s0.acc: 94.5388, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2364, s1.loss_cls: 0.0750, s1.acc: 94.7388, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1144, s2.loss_cls: 0.0372, s2.acc: 94.6929, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0537, loss: 1.1007 +2024-03-10 07:02:56,611 - mmdet - INFO - Epoch [7][4950/7330] lr: 4.612e-06, eta: 3 days, 23:06:22, time: 1.572, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1707, s0.acc: 94.1062, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2399, s1.loss_cls: 0.0820, s1.acc: 94.1654, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1160, s2.loss_cls: 0.0405, s2.acc: 94.0805, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0540, loss: 1.1532 +2024-03-10 07:04:17,805 - mmdet - INFO - Epoch [7][5000/7330] lr: 4.612e-06, eta: 3 days, 23:05:09, time: 1.624, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1736, s0.acc: 94.0481, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2435, s1.loss_cls: 0.0824, s1.acc: 94.2327, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1176, s2.loss_cls: 0.0406, s2.acc: 94.1467, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0547, loss: 1.1731 +2024-03-10 07:05:38,729 - mmdet - INFO - Epoch [7][5050/7330] lr: 4.612e-06, eta: 3 days, 23:03:55, time: 1.618, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1793, s0.acc: 94.0149, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2427, s1.loss_cls: 0.0849, s1.acc: 94.1979, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1186, s2.loss_cls: 0.0421, s2.acc: 94.0918, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0560, loss: 1.1612 +2024-03-10 07:06:59,686 - mmdet - INFO - Epoch [7][5100/7330] lr: 4.612e-06, eta: 3 days, 23:02:41, time: 1.619, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1781, s0.acc: 94.0146, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2378, s1.loss_cls: 0.0842, s1.acc: 94.1666, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1170, s2.loss_cls: 0.0420, s2.acc: 94.0566, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0548, loss: 1.1642 +2024-03-10 07:08:23,227 - mmdet - INFO - Epoch [7][5150/7330] lr: 4.612e-06, eta: 3 days, 23:01:39, time: 1.671, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1724, s0.acc: 94.1331, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2404, s1.loss_cls: 0.0820, s1.acc: 94.2887, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1173, s2.loss_cls: 0.0410, s2.acc: 94.1671, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0549, loss: 1.1573 +2024-03-10 07:09:42,674 - mmdet - INFO - Epoch [7][5200/7330] lr: 4.612e-06, eta: 3 days, 23:00:18, time: 1.589, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1828, s0.acc: 93.8442, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2414, s1.loss_cls: 0.0862, s1.acc: 94.0005, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1166, s2.loss_cls: 0.0426, s2.acc: 93.9177, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0550, loss: 1.1759 +2024-03-10 07:11:01,187 - mmdet - INFO - Epoch [7][5250/7330] lr: 4.612e-06, eta: 3 days, 22:58:53, time: 1.570, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1744, s0.acc: 94.1865, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2382, s1.loss_cls: 0.0821, s1.acc: 94.3034, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1149, s2.loss_cls: 0.0406, s2.acc: 94.1512, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0537, loss: 1.1374 +2024-03-10 07:12:19,922 - mmdet - INFO - Epoch [7][5300/7330] lr: 4.612e-06, eta: 3 days, 22:57:30, time: 1.575, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1777, s0.acc: 93.9490, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2384, s1.loss_cls: 0.0835, s1.acc: 94.1298, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1159, s2.loss_cls: 0.0417, s2.acc: 94.0326, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0545, loss: 1.1716 +2024-03-10 07:13:39,920 - mmdet - INFO - Epoch [7][5350/7330] lr: 4.612e-06, eta: 3 days, 22:56:12, time: 1.600, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1789, s0.acc: 94.0283, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2412, s1.loss_cls: 0.0839, s1.acc: 94.1975, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1166, s2.loss_cls: 0.0414, s2.acc: 94.0900, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0547, loss: 1.1674 +2024-03-10 07:14:57,565 - mmdet - INFO - Epoch [7][5400/7330] lr: 4.612e-06, eta: 3 days, 22:54:43, time: 1.553, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1716, s0.acc: 94.2546, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2349, s1.loss_cls: 0.0799, s1.acc: 94.5271, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1142, s2.loss_cls: 0.0390, s2.acc: 94.5136, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0536, loss: 1.1263 +2024-03-10 07:16:13,879 - mmdet - INFO - Epoch [7][5450/7330] lr: 4.612e-06, eta: 3 days, 22:53:09, time: 1.526, data_time: 0.203, memory: 23149, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1809, s0.acc: 93.8787, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2414, s1.loss_cls: 0.0857, s1.acc: 94.0483, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1169, s2.loss_cls: 0.0424, s2.acc: 93.9458, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0549, loss: 1.1754 +2024-03-10 07:17:32,580 - mmdet - INFO - Epoch [7][5500/7330] lr: 4.612e-06, eta: 3 days, 22:51:45, time: 1.574, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1802, s0.acc: 93.9397, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2457, s1.loss_cls: 0.0847, s1.acc: 94.1453, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1193, s2.loss_cls: 0.0413, s2.acc: 94.0851, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0558, loss: 1.2013 +2024-03-10 07:18:50,421 - mmdet - INFO - Epoch [7][5550/7330] lr: 4.612e-06, eta: 3 days, 22:50:18, time: 1.557, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1673, s0.acc: 94.2881, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2412, s1.loss_cls: 0.0806, s1.acc: 94.4519, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1176, s2.loss_cls: 0.0402, s2.acc: 94.3194, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0553, loss: 1.1334 +2024-03-10 07:20:09,810 - mmdet - INFO - Epoch [7][5600/7330] lr: 4.612e-06, eta: 3 days, 22:48:57, time: 1.588, data_time: 0.098, memory: 23149, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1754, s0.acc: 94.0366, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2334, s1.loss_cls: 0.0830, s1.acc: 94.2650, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1150, s2.loss_cls: 0.0404, s2.acc: 94.1822, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0542, loss: 1.1485 +2024-03-10 07:21:29,497 - mmdet - INFO - Epoch [7][5650/7330] lr: 4.612e-06, eta: 3 days, 22:47:38, time: 1.594, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1683, s0.acc: 94.2695, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2382, s1.loss_cls: 0.0810, s1.acc: 94.3823, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1171, s2.loss_cls: 0.0402, s2.acc: 94.2834, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0549, loss: 1.1373 +2024-03-10 07:22:45,261 - mmdet - INFO - Epoch [7][5700/7330] lr: 4.612e-06, eta: 3 days, 22:46:02, time: 1.515, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1704, s0.acc: 94.2524, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2413, s1.loss_cls: 0.0811, s1.acc: 94.4875, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1171, s2.loss_cls: 0.0401, s2.acc: 94.2831, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0548, loss: 1.1448 +2024-03-10 07:24:01,956 - mmdet - INFO - Epoch [7][5750/7330] lr: 4.612e-06, eta: 3 days, 22:44:29, time: 1.534, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1718, s0.acc: 94.1672, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2378, s1.loss_cls: 0.0825, s1.acc: 94.2577, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1158, s2.loss_cls: 0.0403, s2.acc: 94.1610, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0544, loss: 1.1377 +2024-03-10 07:25:18,551 - mmdet - INFO - Epoch [7][5800/7330] lr: 4.612e-06, eta: 3 days, 22:42:57, time: 1.532, data_time: 0.119, memory: 23149, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1761, s0.acc: 94.2017, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2304, s1.loss_cls: 0.0834, s1.acc: 94.3444, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1133, s2.loss_cls: 0.0407, s2.acc: 94.2395, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0529, loss: 1.1393 +2024-03-10 07:26:36,397 - mmdet - INFO - Epoch [7][5850/7330] lr: 4.612e-06, eta: 3 days, 22:41:29, time: 1.557, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1721, s0.acc: 94.1589, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2356, s1.loss_cls: 0.0802, s1.acc: 94.4782, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1125, s2.loss_cls: 0.0394, s2.acc: 94.4534, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0528, loss: 1.1392 +2024-03-10 07:27:55,072 - mmdet - INFO - Epoch [7][5900/7330] lr: 4.612e-06, eta: 3 days, 22:40:05, time: 1.573, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1698, s0.acc: 94.1917, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2418, s1.loss_cls: 0.0811, s1.acc: 94.3154, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1175, s2.loss_cls: 0.0397, s2.acc: 94.3779, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0551, loss: 1.1380 +2024-03-10 07:29:17,098 - mmdet - INFO - Epoch [7][5950/7330] lr: 4.612e-06, eta: 3 days, 22:38:56, time: 1.640, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1720, s0.acc: 94.0847, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2353, s1.loss_cls: 0.0818, s1.acc: 94.2373, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1140, s2.loss_cls: 0.0406, s2.acc: 94.0465, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0532, loss: 1.1346 +2024-03-10 07:30:41,099 - mmdet - INFO - Epoch [7][6000/7330] lr: 4.612e-06, eta: 3 days, 22:37:55, time: 1.680, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1607, s0.acc: 94.3877, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2380, s1.loss_cls: 0.0754, s1.acc: 94.5795, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1139, s2.loss_cls: 0.0370, s2.acc: 94.5735, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0530, loss: 1.1088 +2024-03-10 07:31:59,329 - mmdet - INFO - Epoch [7][6050/7330] lr: 4.612e-06, eta: 3 days, 22:36:30, time: 1.565, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1634, s0.acc: 94.3965, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2385, s1.loss_cls: 0.0785, s1.acc: 94.5229, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1160, s2.loss_cls: 0.0382, s2.acc: 94.5109, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0543, loss: 1.1105 +2024-03-10 07:33:20,847 - mmdet - INFO - Epoch [7][6100/7330] lr: 4.612e-06, eta: 3 days, 22:35:18, time: 1.630, data_time: 0.206, memory: 23149, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1694, s0.acc: 94.2969, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2407, s1.loss_cls: 0.0802, s1.acc: 94.4578, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1163, s2.loss_cls: 0.0391, s2.acc: 94.3027, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0540, loss: 1.1328 +2024-03-10 07:34:42,386 - mmdet - INFO - Epoch [7][6150/7330] lr: 4.612e-06, eta: 3 days, 22:34:06, time: 1.631, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1584, s0.acc: 94.5586, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2409, s1.loss_cls: 0.0764, s1.acc: 94.6019, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1161, s2.loss_cls: 0.0381, s2.acc: 94.4810, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0543, loss: 1.1011 +2024-03-10 07:36:01,376 - mmdet - INFO - Epoch [7][6200/7330] lr: 4.612e-06, eta: 3 days, 22:32:44, time: 1.580, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1689, s0.acc: 94.4104, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2388, s1.loss_cls: 0.0815, s1.acc: 94.4652, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1160, s2.loss_cls: 0.0401, s2.acc: 94.4188, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0545, loss: 1.1347 +2024-03-10 07:37:23,772 - mmdet - INFO - Epoch [7][6250/7330] lr: 4.612e-06, eta: 3 days, 22:31:36, time: 1.648, data_time: 0.195, memory: 23149, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1656, s0.acc: 94.2163, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2440, s1.loss_cls: 0.0785, s1.acc: 94.4089, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1180, s2.loss_cls: 0.0387, s2.acc: 94.3630, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0552, loss: 1.1315 +2024-03-10 07:38:42,375 - mmdet - INFO - Epoch [7][6300/7330] lr: 4.612e-06, eta: 3 days, 22:30:12, time: 1.572, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1746, s0.acc: 93.9685, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2462, s1.loss_cls: 0.0828, s1.acc: 94.1457, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1184, s2.loss_cls: 0.0407, s2.acc: 94.1699, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0550, loss: 1.1640 +2024-03-10 07:40:01,331 - mmdet - INFO - Epoch [7][6350/7330] lr: 4.612e-06, eta: 3 days, 22:28:50, time: 1.579, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1636, s0.acc: 94.5068, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2445, s1.loss_cls: 0.0798, s1.acc: 94.4497, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1184, s2.loss_cls: 0.0397, s2.acc: 94.3676, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0552, loss: 1.1228 +2024-03-10 07:41:22,304 - mmdet - INFO - Epoch [7][6400/7330] lr: 4.612e-06, eta: 3 days, 22:27:36, time: 1.619, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1709, s0.acc: 94.1516, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2436, s1.loss_cls: 0.0816, s1.acc: 94.3051, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1169, s2.loss_cls: 0.0397, s2.acc: 94.2609, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0543, loss: 1.1446 +2024-03-10 07:42:43,675 - mmdet - INFO - Epoch [7][6450/7330] lr: 4.612e-06, eta: 3 days, 22:26:23, time: 1.627, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1753, s0.acc: 94.0007, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2417, s1.loss_cls: 0.0838, s1.acc: 94.0934, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1178, s2.loss_cls: 0.0412, s2.acc: 94.0520, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0550, loss: 1.1593 +2024-03-10 07:44:03,958 - mmdet - INFO - Epoch [7][6500/7330] lr: 4.612e-06, eta: 3 days, 22:25:06, time: 1.606, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1696, s0.acc: 94.1523, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2460, s1.loss_cls: 0.0812, s1.acc: 94.2732, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1194, s2.loss_cls: 0.0403, s2.acc: 94.1536, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0559, loss: 1.1575 +2024-03-10 07:45:23,977 - mmdet - INFO - Epoch [7][6550/7330] lr: 4.612e-06, eta: 3 days, 22:23:48, time: 1.600, data_time: 0.204, memory: 23149, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1815, s0.acc: 93.9023, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2413, s1.loss_cls: 0.0862, s1.acc: 94.0315, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1164, s2.loss_cls: 0.0421, s2.acc: 93.9653, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0543, loss: 1.1835 +2024-03-10 07:46:40,411 - mmdet - INFO - Epoch [7][6600/7330] lr: 4.612e-06, eta: 3 days, 22:22:15, time: 1.529, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1716, s0.acc: 94.1565, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2344, s1.loss_cls: 0.0808, s1.acc: 94.4097, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1140, s2.loss_cls: 0.0394, s2.acc: 94.3900, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0533, loss: 1.1330 +2024-03-10 07:47:59,425 - mmdet - INFO - Epoch [7][6650/7330] lr: 4.612e-06, eta: 3 days, 22:20:53, time: 1.580, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1630, s0.acc: 94.3501, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2363, s1.loss_cls: 0.0768, s1.acc: 94.5226, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1142, s2.loss_cls: 0.0377, s2.acc: 94.4908, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0538, loss: 1.1098 +2024-03-10 07:49:17,691 - mmdet - INFO - Epoch [7][6700/7330] lr: 4.612e-06, eta: 3 days, 22:19:27, time: 1.565, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1655, s0.acc: 94.4487, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2377, s1.loss_cls: 0.0802, s1.acc: 94.5174, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1133, s2.loss_cls: 0.0392, s2.acc: 94.5258, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0530, loss: 1.1014 +2024-03-10 07:50:39,119 - mmdet - INFO - Epoch [7][6750/7330] lr: 4.612e-06, eta: 3 days, 22:18:15, time: 1.629, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1759, s0.acc: 94.0281, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2364, s1.loss_cls: 0.0829, s1.acc: 94.1322, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1143, s2.loss_cls: 0.0409, s2.acc: 94.0383, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0534, loss: 1.1628 +2024-03-10 07:52:00,887 - mmdet - INFO - Epoch [7][6800/7330] lr: 4.612e-06, eta: 3 days, 22:17:05, time: 1.635, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1675, s0.acc: 94.3757, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2358, s1.loss_cls: 0.0794, s1.acc: 94.5402, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1138, s2.loss_cls: 0.0396, s2.acc: 94.4538, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0535, loss: 1.1287 +2024-03-10 07:53:21,404 - mmdet - INFO - Epoch [7][6850/7330] lr: 4.612e-06, eta: 3 days, 22:15:49, time: 1.610, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1652, s0.acc: 94.2734, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2406, s1.loss_cls: 0.0775, s1.acc: 94.5212, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1161, s2.loss_cls: 0.0382, s2.acc: 94.4380, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0540, loss: 1.1441 +2024-03-10 07:54:39,854 - mmdet - INFO - Epoch [7][6900/7330] lr: 4.612e-06, eta: 3 days, 22:14:24, time: 1.569, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1699, s0.acc: 94.1714, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2481, s1.loss_cls: 0.0807, s1.acc: 94.3198, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1196, s2.loss_cls: 0.0398, s2.acc: 94.2617, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0556, loss: 1.1572 +2024-03-10 07:56:05,850 - mmdet - INFO - Epoch [7][6950/7330] lr: 4.612e-06, eta: 3 days, 22:13:31, time: 1.720, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1751, s0.acc: 94.0518, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2440, s1.loss_cls: 0.0830, s1.acc: 94.2484, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1187, s2.loss_cls: 0.0407, s2.acc: 94.2231, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0550, loss: 1.1687 +2024-03-10 07:57:28,382 - mmdet - INFO - Epoch [7][7000/7330] lr: 4.612e-06, eta: 3 days, 22:12:23, time: 1.651, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1680, s0.acc: 94.2642, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2395, s1.loss_cls: 0.0791, s1.acc: 94.4966, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1167, s2.loss_cls: 0.0388, s2.acc: 94.4915, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0547, loss: 1.1291 +2024-03-10 07:58:46,017 - mmdet - INFO - Epoch [7][7050/7330] lr: 4.612e-06, eta: 3 days, 22:10:55, time: 1.553, data_time: 0.207, memory: 23149, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1881, s0.acc: 93.8667, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2412, s1.loss_cls: 0.0888, s1.acc: 94.1015, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1179, s2.loss_cls: 0.0438, s2.acc: 93.9309, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0552, loss: 1.1943 +2024-03-10 08:00:06,537 - mmdet - INFO - Epoch [7][7100/7330] lr: 4.612e-06, eta: 3 days, 22:09:39, time: 1.610, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1693, s0.acc: 94.3315, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2409, s1.loss_cls: 0.0802, s1.acc: 94.4991, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1184, s2.loss_cls: 0.0395, s2.acc: 94.4313, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0553, loss: 1.1396 +2024-03-10 08:01:26,749 - mmdet - INFO - Epoch [7][7150/7330] lr: 4.612e-06, eta: 3 days, 22:08:22, time: 1.604, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1730, s0.acc: 94.2585, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2426, s1.loss_cls: 0.0820, s1.acc: 94.4233, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1192, s2.loss_cls: 0.0400, s2.acc: 94.4061, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0557, loss: 1.1579 +2024-03-10 08:02:46,770 - mmdet - INFO - Epoch [7][7200/7330] lr: 4.612e-06, eta: 3 days, 22:07:04, time: 1.600, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1871, s0.acc: 93.7251, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2417, s1.loss_cls: 0.0891, s1.acc: 93.8513, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1177, s2.loss_cls: 0.0437, s2.acc: 93.7333, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0550, loss: 1.2068 +2024-03-10 08:04:05,948 - mmdet - INFO - Epoch [7][7250/7330] lr: 4.612e-06, eta: 3 days, 22:05:42, time: 1.584, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1687, s0.acc: 94.3413, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2337, s1.loss_cls: 0.0796, s1.acc: 94.5513, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1141, s2.loss_cls: 0.0395, s2.acc: 94.4920, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0537, loss: 1.1220 +2024-03-10 08:05:29,398 - mmdet - INFO - Epoch [7][7300/7330] lr: 4.612e-06, eta: 3 days, 22:04:38, time: 1.669, data_time: 0.261, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1755, s0.acc: 94.0886, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2420, s1.loss_cls: 0.0817, s1.acc: 94.3576, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1171, s2.loss_cls: 0.0396, s2.acc: 94.3808, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0547, loss: 1.1579 +2024-03-10 08:06:11,529 - mmdet - INFO - Saving checkpoint at 7 epochs +2024-03-10 08:13:16,210 - mmdet - INFO - Evaluating bbox... +2024-03-10 08:13:52,584 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.465 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.647 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.507 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.286 + 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 ] = 0.610 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.605 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.605 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.605 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.407 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.652 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.761 + +2024-03-10 08:13:52,585 - mmdet - INFO - Evaluating segm... +2024-03-10 08:14:34,683 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.407 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.622 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.440 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.205 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.442 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.591 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.532 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.532 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.532 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.340 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.576 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.697 + +2024-03-10 08:14:35,317 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 08:14:35,319 - mmdet - INFO - Epoch(val) [7][1250] bbox_mAP: 0.4650, bbox_mAP_50: 0.6470, bbox_mAP_75: 0.5070, bbox_mAP_s: 0.2860, bbox_mAP_m: 0.5120, bbox_mAP_l: 0.6100, bbox_mAP_copypaste: 0.465 0.647 0.507 0.286 0.512 0.610, segm_mAP: 0.4070, segm_mAP_50: 0.6220, segm_mAP_75: 0.4400, segm_mAP_s: 0.2050, segm_mAP_m: 0.4420, segm_mAP_l: 0.5910, segm_mAP_copypaste: 0.407 0.622 0.440 0.205 0.442 0.591 +2024-03-10 08:16:02,428 - mmdet - INFO - Epoch [8][50/7330] lr: 4.612e-06, eta: 3 days, 21:59:44, time: 1.741, data_time: 0.281, memory: 23149, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1723, s0.acc: 94.1138, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2390, s1.loss_cls: 0.0813, s1.acc: 94.2658, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1149, s2.loss_cls: 0.0405, s2.acc: 94.1275, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0537, loss: 1.1482 +2024-03-10 08:17:22,597 - mmdet - INFO - Epoch [8][100/7330] lr: 4.612e-06, eta: 3 days, 21:58:27, time: 1.603, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1696, s0.acc: 94.2505, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2327, s1.loss_cls: 0.0813, s1.acc: 94.3032, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1135, s2.loss_cls: 0.0398, s2.acc: 94.2943, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0533, loss: 1.1286 +2024-03-10 08:18:41,692 - mmdet - INFO - Epoch [8][150/7330] lr: 4.612e-06, eta: 3 days, 21:57:05, time: 1.582, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1700, s0.acc: 94.1963, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2397, s1.loss_cls: 0.0816, s1.acc: 94.2936, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1163, s2.loss_cls: 0.0403, s2.acc: 94.0772, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0541, loss: 1.1477 +2024-03-10 08:20:02,238 - mmdet - INFO - Epoch [8][200/7330] lr: 4.612e-06, eta: 3 days, 21:55:49, time: 1.611, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1606, s0.acc: 94.5847, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2307, s1.loss_cls: 0.0759, s1.acc: 94.7398, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1130, s2.loss_cls: 0.0372, s2.acc: 94.6858, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0531, loss: 1.1026 +2024-03-10 08:21:22,432 - mmdet - INFO - Epoch [8][250/7330] lr: 4.612e-06, eta: 3 days, 21:54:32, time: 1.604, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1764, s0.acc: 94.0476, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2452, s1.loss_cls: 0.0822, s1.acc: 94.2685, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1184, s2.loss_cls: 0.0401, s2.acc: 94.2759, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0554, loss: 1.1751 +2024-03-10 08:22:45,281 - mmdet - INFO - Epoch [8][300/7330] lr: 4.612e-06, eta: 3 days, 21:53:26, time: 1.657, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1756, s0.acc: 94.0369, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2399, s1.loss_cls: 0.0840, s1.acc: 94.2199, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1157, s2.loss_cls: 0.0406, s2.acc: 94.2079, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1608 +2024-03-10 08:24:04,263 - mmdet - INFO - Epoch [8][350/7330] lr: 4.612e-06, eta: 3 days, 21:52:03, time: 1.579, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1682, s0.acc: 94.1960, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2421, s1.loss_cls: 0.0798, s1.acc: 94.3603, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1175, s2.loss_cls: 0.0394, s2.acc: 94.2470, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0550, loss: 1.1516 +2024-03-10 08:25:26,198 - mmdet - INFO - Epoch [8][400/7330] lr: 4.612e-06, eta: 3 days, 21:50:53, time: 1.639, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1662, s0.acc: 94.2451, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2433, s1.loss_cls: 0.0784, s1.acc: 94.4031, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1185, s2.loss_cls: 0.0385, s2.acc: 94.3325, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0555, loss: 1.1454 +2024-03-10 08:26:46,530 - mmdet - INFO - Epoch [8][450/7330] lr: 4.612e-06, eta: 3 days, 21:49:37, time: 1.607, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1529, s0.acc: 94.6924, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2373, s1.loss_cls: 0.0727, s1.acc: 94.8633, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1153, s2.loss_cls: 0.0363, s2.acc: 94.7443, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0537, loss: 1.0916 +2024-03-10 08:28:07,605 - mmdet - INFO - Epoch [8][500/7330] lr: 4.612e-06, eta: 3 days, 21:48:23, time: 1.621, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1648, s0.acc: 94.3340, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2357, s1.loss_cls: 0.0784, s1.acc: 94.4334, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1141, s2.loss_cls: 0.0384, s2.acc: 94.5031, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0534, loss: 1.1102 +2024-03-10 08:29:25,942 - mmdet - INFO - Epoch [8][550/7330] lr: 4.612e-06, eta: 3 days, 21:46:58, time: 1.567, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1552, s0.acc: 94.6777, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2341, s1.loss_cls: 0.0722, s1.acc: 94.8985, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1135, s2.loss_cls: 0.0365, s2.acc: 94.6214, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0536, loss: 1.0845 +2024-03-10 08:30:49,055 - mmdet - INFO - Epoch [8][600/7330] lr: 4.612e-06, eta: 3 days, 21:45:53, time: 1.662, data_time: 0.220, memory: 23149, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1723, s0.acc: 94.1453, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2439, s1.loss_cls: 0.0818, s1.acc: 94.2749, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1183, s2.loss_cls: 0.0410, s2.acc: 94.0879, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0553, loss: 1.1647 +2024-03-10 08:32:07,542 - mmdet - INFO - Epoch [8][650/7330] lr: 4.612e-06, eta: 3 days, 21:44:28, time: 1.570, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1592, s0.acc: 94.4814, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2338, s1.loss_cls: 0.0754, s1.acc: 94.6691, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1141, s2.loss_cls: 0.0381, s2.acc: 94.5043, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0537, loss: 1.1022 +2024-03-10 08:33:28,914 - mmdet - INFO - Epoch [8][700/7330] lr: 4.612e-06, eta: 3 days, 21:43:16, time: 1.627, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1570, s0.acc: 94.6055, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2362, s1.loss_cls: 0.0749, s1.acc: 94.7583, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1146, s2.loss_cls: 0.0369, s2.acc: 94.7104, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0536, loss: 1.0993 +2024-03-10 08:34:47,644 - mmdet - INFO - Epoch [8][750/7330] lr: 4.612e-06, eta: 3 days, 21:41:53, time: 1.575, data_time: 0.115, memory: 23149, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1630, s0.acc: 94.5374, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2376, s1.loss_cls: 0.0776, s1.acc: 94.6456, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1144, s2.loss_cls: 0.0387, s2.acc: 94.4913, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0528, loss: 1.1032 +2024-03-10 08:36:14,610 - mmdet - INFO - Epoch [8][800/7330] lr: 4.612e-06, eta: 3 days, 21:41:03, time: 1.739, data_time: 0.209, memory: 23149, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1603, s0.acc: 94.4036, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2368, s1.loss_cls: 0.0768, s1.acc: 94.5605, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1141, s2.loss_cls: 0.0378, s2.acc: 94.4872, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0536, loss: 1.1129 +2024-03-10 08:37:38,709 - mmdet - INFO - Epoch [8][850/7330] lr: 4.612e-06, eta: 3 days, 21:40:01, time: 1.682, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1655, s0.acc: 94.2493, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2418, s1.loss_cls: 0.0782, s1.acc: 94.4332, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1175, s2.loss_cls: 0.0386, s2.acc: 94.3557, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0548, loss: 1.1247 +2024-03-10 08:39:03,296 - mmdet - INFO - Epoch [8][900/7330] lr: 4.612e-06, eta: 3 days, 21:39:02, time: 1.691, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1537, s0.acc: 94.6096, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2311, s1.loss_cls: 0.0733, s1.acc: 94.8101, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1128, s2.loss_cls: 0.0363, s2.acc: 94.6989, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0529, loss: 1.0828 +2024-03-10 08:40:22,453 - mmdet - INFO - Epoch [8][950/7330] lr: 4.612e-06, eta: 3 days, 21:37:40, time: 1.584, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1571, s0.acc: 94.5618, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2386, s1.loss_cls: 0.0739, s1.acc: 94.7379, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1152, s2.loss_cls: 0.0368, s2.acc: 94.5287, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0538, loss: 1.0941 +2024-03-10 08:41:44,779 - mmdet - INFO - Epoch [8][1000/7330] lr: 4.612e-06, eta: 3 days, 21:36:31, time: 1.647, data_time: 0.209, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1485, s0.acc: 94.8962, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2322, s1.loss_cls: 0.0694, s1.acc: 95.0463, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1140, s2.loss_cls: 0.0345, s2.acc: 94.9876, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0536, loss: 1.0701 +2024-03-10 08:43:06,164 - mmdet - INFO - Epoch [8][1050/7330] lr: 4.612e-06, eta: 3 days, 21:35:19, time: 1.628, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1718, s0.acc: 94.1379, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2354, s1.loss_cls: 0.0814, s1.acc: 94.2432, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1134, s2.loss_cls: 0.0401, s2.acc: 94.2334, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0531, loss: 1.1409 +2024-03-10 08:44:31,313 - mmdet - INFO - Epoch [8][1100/7330] lr: 4.612e-06, eta: 3 days, 21:34:21, time: 1.703, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1666, s0.acc: 94.2749, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2392, s1.loss_cls: 0.0795, s1.acc: 94.4170, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1171, s2.loss_cls: 0.0392, s2.acc: 94.3461, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0548, loss: 1.1338 +2024-03-10 08:45:56,094 - mmdet - INFO - Epoch [8][1150/7330] lr: 4.612e-06, eta: 3 days, 21:33:22, time: 1.696, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1704, s0.acc: 94.1489, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2442, s1.loss_cls: 0.0808, s1.acc: 94.2502, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1186, s2.loss_cls: 0.0400, s2.acc: 94.0791, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0550, loss: 1.1578 +2024-03-10 08:47:19,969 - mmdet - INFO - Epoch [8][1200/7330] lr: 4.612e-06, eta: 3 days, 21:32:20, time: 1.677, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1705, s0.acc: 94.1726, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2365, s1.loss_cls: 0.0792, s1.acc: 94.4832, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1143, s2.loss_cls: 0.0392, s2.acc: 94.3798, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0531, loss: 1.1428 +2024-03-10 08:48:44,461 - mmdet - INFO - Epoch [8][1250/7330] lr: 4.612e-06, eta: 3 days, 21:31:20, time: 1.690, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1693, s0.acc: 94.1421, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2374, s1.loss_cls: 0.0806, s1.acc: 94.2669, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1153, s2.loss_cls: 0.0399, s2.acc: 94.1594, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0542, loss: 1.1489 +2024-03-10 08:50:10,136 - mmdet - INFO - Epoch [8][1300/7330] lr: 4.612e-06, eta: 3 days, 21:30:24, time: 1.713, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1617, s0.acc: 94.5203, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2373, s1.loss_cls: 0.0772, s1.acc: 94.6283, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1152, s2.loss_cls: 0.0381, s2.acc: 94.5994, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0543, loss: 1.1124 +2024-03-10 08:51:30,175 - mmdet - INFO - Epoch [8][1350/7330] lr: 4.612e-06, eta: 3 days, 21:29:06, time: 1.601, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1661, s0.acc: 94.3792, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2322, s1.loss_cls: 0.0786, s1.acc: 94.4776, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1131, s2.loss_cls: 0.0385, s2.acc: 94.4700, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0528, loss: 1.1143 +2024-03-10 08:52:50,067 - mmdet - INFO - Epoch [8][1400/7330] lr: 4.612e-06, eta: 3 days, 21:27:47, time: 1.598, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1587, s0.acc: 94.6121, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2344, s1.loss_cls: 0.0748, s1.acc: 94.7721, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1149, s2.loss_cls: 0.0370, s2.acc: 94.6505, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0539, loss: 1.0906 +2024-03-10 08:54:15,819 - mmdet - INFO - Epoch [8][1450/7330] lr: 4.612e-06, eta: 3 days, 21:26:52, time: 1.715, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1753, s0.acc: 94.0488, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2389, s1.loss_cls: 0.0825, s1.acc: 94.2015, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1169, s2.loss_cls: 0.0409, s2.acc: 94.1689, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0549, loss: 1.1708 +2024-03-10 08:55:34,057 - mmdet - INFO - Epoch [8][1500/7330] lr: 4.612e-06, eta: 3 days, 21:25:26, time: 1.564, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1583, s0.acc: 94.4944, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2348, s1.loss_cls: 0.0742, s1.acc: 94.7834, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1147, s2.loss_cls: 0.0370, s2.acc: 94.6280, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0538, loss: 1.1074 +2024-03-10 08:56:56,825 - mmdet - INFO - Epoch [8][1550/7330] lr: 4.612e-06, eta: 3 days, 21:24:19, time: 1.655, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1733, s0.acc: 94.1475, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2361, s1.loss_cls: 0.0808, s1.acc: 94.4015, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1153, s2.loss_cls: 0.0390, s2.acc: 94.4243, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0539, loss: 1.1498 +2024-03-10 08:58:19,909 - mmdet - INFO - Epoch [8][1600/7330] lr: 4.612e-06, eta: 3 days, 21:23:13, time: 1.662, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1665, s0.acc: 94.3069, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2371, s1.loss_cls: 0.0783, s1.acc: 94.4430, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1150, s2.loss_cls: 0.0392, s2.acc: 94.3357, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0536, loss: 1.1372 +2024-03-10 08:59:38,520 - mmdet - INFO - Epoch [8][1650/7330] lr: 4.612e-06, eta: 3 days, 21:21:49, time: 1.572, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1630, s0.acc: 94.4365, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2334, s1.loss_cls: 0.0765, s1.acc: 94.6288, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1140, s2.loss_cls: 0.0380, s2.acc: 94.5121, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0531, loss: 1.1070 +2024-03-10 09:01:00,583 - mmdet - INFO - Epoch [8][1700/7330] lr: 4.612e-06, eta: 3 days, 21:20:39, time: 1.641, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1776, s0.acc: 93.9280, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2411, s1.loss_cls: 0.0839, s1.acc: 94.1669, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1159, s2.loss_cls: 0.0415, s2.acc: 94.0387, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0541, loss: 1.1700 +2024-03-10 09:02:22,278 - mmdet - INFO - Epoch [8][1750/7330] lr: 4.612e-06, eta: 3 days, 21:19:27, time: 1.634, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1679, s0.acc: 94.2114, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2366, s1.loss_cls: 0.0797, s1.acc: 94.3631, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1160, s2.loss_cls: 0.0397, s2.acc: 94.2298, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0543, loss: 1.1422 +2024-03-10 09:03:42,743 - mmdet - INFO - Epoch [8][1800/7330] lr: 4.612e-06, eta: 3 days, 21:18:11, time: 1.609, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1714, s0.acc: 94.1755, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2327, s1.loss_cls: 0.0800, s1.acc: 94.4098, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1143, s2.loss_cls: 0.0392, s2.acc: 94.3325, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0537, loss: 1.1361 +2024-03-10 09:05:03,928 - mmdet - INFO - Epoch [8][1850/7330] lr: 4.612e-06, eta: 3 days, 21:16:57, time: 1.623, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1746, s0.acc: 93.9316, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2372, s1.loss_cls: 0.0832, s1.acc: 94.0517, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1154, s2.loss_cls: 0.0408, s2.acc: 94.0081, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0537, loss: 1.1601 +2024-03-10 09:06:24,844 - mmdet - INFO - Epoch [8][1900/7330] lr: 4.612e-06, eta: 3 days, 21:15:42, time: 1.619, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1709, s0.acc: 94.0603, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2356, s1.loss_cls: 0.0804, s1.acc: 94.2781, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1145, s2.loss_cls: 0.0401, s2.acc: 94.1325, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0535, loss: 1.1547 +2024-03-10 09:07:46,387 - mmdet - INFO - Epoch [8][1950/7330] lr: 4.612e-06, eta: 3 days, 21:14:30, time: 1.631, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1825, s0.acc: 93.8486, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2437, s1.loss_cls: 0.0867, s1.acc: 93.9349, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1185, s2.loss_cls: 0.0432, s2.acc: 93.8903, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0556, loss: 1.1891 +2024-03-10 09:09:09,533 - mmdet - INFO - Epoch [8][2000/7330] lr: 4.612e-06, eta: 3 days, 21:13:24, time: 1.663, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1632, s0.acc: 94.2942, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2428, s1.loss_cls: 0.0769, s1.acc: 94.4944, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1179, s2.loss_cls: 0.0379, s2.acc: 94.4291, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0550, loss: 1.1400 +2024-03-10 09:10:30,127 - mmdet - INFO - Epoch [8][2050/7330] lr: 4.612e-06, eta: 3 days, 21:12:08, time: 1.612, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1666, s0.acc: 94.3391, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2354, s1.loss_cls: 0.0788, s1.acc: 94.5411, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1152, s2.loss_cls: 0.0386, s2.acc: 94.4693, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0544, loss: 1.1181 +2024-03-10 09:11:55,694 - mmdet - INFO - Epoch [8][2100/7330] lr: 4.612e-06, eta: 3 days, 21:11:11, time: 1.711, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1706, s0.acc: 94.1880, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2319, s1.loss_cls: 0.0806, s1.acc: 94.3594, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1132, s2.loss_cls: 0.0400, s2.acc: 94.2079, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0534, loss: 1.1252 +2024-03-10 09:13:16,246 - mmdet - INFO - Epoch [8][2150/7330] lr: 4.612e-06, eta: 3 days, 21:09:55, time: 1.611, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1695, s0.acc: 94.2434, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2394, s1.loss_cls: 0.0796, s1.acc: 94.4183, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1152, s2.loss_cls: 0.0394, s2.acc: 94.2430, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0538, loss: 1.1410 +2024-03-10 09:14:37,089 - mmdet - INFO - Epoch [8][2200/7330] lr: 4.612e-06, eta: 3 days, 21:08:40, time: 1.617, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1602, s0.acc: 94.4058, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2375, s1.loss_cls: 0.0767, s1.acc: 94.5369, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1146, s2.loss_cls: 0.0374, s2.acc: 94.5452, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0533, loss: 1.1056 +2024-03-10 09:15:54,859 - mmdet - INFO - Epoch [8][2250/7330] lr: 4.612e-06, eta: 3 days, 21:07:12, time: 1.555, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1593, s0.acc: 94.4573, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2422, s1.loss_cls: 0.0749, s1.acc: 94.6168, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1169, s2.loss_cls: 0.0377, s2.acc: 94.4612, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0542, loss: 1.1133 +2024-03-10 09:17:18,032 - mmdet - INFO - Epoch [8][2300/7330] lr: 4.612e-06, eta: 3 days, 21:06:06, time: 1.663, data_time: 0.212, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1662, s0.acc: 94.3684, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2393, s1.loss_cls: 0.0776, s1.acc: 94.5759, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1148, s2.loss_cls: 0.0382, s2.acc: 94.5363, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0537, loss: 1.1247 +2024-03-10 09:18:38,741 - mmdet - INFO - Epoch [8][2350/7330] lr: 4.612e-06, eta: 3 days, 21:04:50, time: 1.614, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1669, s0.acc: 94.2207, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2402, s1.loss_cls: 0.0779, s1.acc: 94.3654, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1158, s2.loss_cls: 0.0386, s2.acc: 94.3029, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0538, loss: 1.1351 +2024-03-10 09:19:59,274 - mmdet - INFO - Epoch [8][2400/7330] lr: 4.612e-06, eta: 3 days, 21:03:34, time: 1.611, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1689, s0.acc: 94.3093, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2420, s1.loss_cls: 0.0802, s1.acc: 94.5105, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1165, s2.loss_cls: 0.0395, s2.acc: 94.4860, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0545, loss: 1.1331 +2024-03-10 09:21:21,125 - mmdet - INFO - Epoch [8][2450/7330] lr: 4.612e-06, eta: 3 days, 21:02:23, time: 1.637, data_time: 0.217, memory: 23149, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1743, s0.acc: 94.0715, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2407, s1.loss_cls: 0.0828, s1.acc: 94.2340, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1166, s2.loss_cls: 0.0413, s2.acc: 94.1028, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0548, loss: 1.1603 +2024-03-10 09:22:38,982 - mmdet - INFO - Epoch [8][2500/7330] lr: 4.612e-06, eta: 3 days, 21:00:56, time: 1.557, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1763, s0.acc: 94.0015, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2457, s1.loss_cls: 0.0838, s1.acc: 94.1458, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1181, s2.loss_cls: 0.0409, s2.acc: 94.0879, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0553, loss: 1.1634 +2024-03-10 09:24:01,616 - mmdet - INFO - Epoch [8][2550/7330] lr: 4.612e-06, eta: 3 days, 20:59:48, time: 1.653, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1660, s0.acc: 94.2876, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2384, s1.loss_cls: 0.0793, s1.acc: 94.4266, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1152, s2.loss_cls: 0.0391, s2.acc: 94.3640, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0535, loss: 1.1233 +2024-03-10 09:25:24,168 - mmdet - INFO - Epoch [8][2600/7330] lr: 4.612e-06, eta: 3 days, 20:58:39, time: 1.651, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1664, s0.acc: 94.3298, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2394, s1.loss_cls: 0.0790, s1.acc: 94.5938, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1166, s2.loss_cls: 0.0388, s2.acc: 94.3826, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0545, loss: 1.1309 +2024-03-10 09:26:44,612 - mmdet - INFO - Epoch [8][2650/7330] lr: 4.612e-06, eta: 3 days, 20:57:22, time: 1.609, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1651, s0.acc: 94.4004, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2347, s1.loss_cls: 0.0774, s1.acc: 94.6017, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1143, s2.loss_cls: 0.0385, s2.acc: 94.5018, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0539, loss: 1.1096 +2024-03-10 09:28:02,079 - mmdet - INFO - Epoch [8][2700/7330] lr: 4.612e-06, eta: 3 days, 20:55:54, time: 1.549, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1648, s0.acc: 94.5149, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2407, s1.loss_cls: 0.0781, s1.acc: 94.6400, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1171, s2.loss_cls: 0.0380, s2.acc: 94.7061, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0547, loss: 1.1161 +2024-03-10 09:29:19,427 - mmdet - INFO - Epoch [8][2750/7330] lr: 4.612e-06, eta: 3 days, 20:54:25, time: 1.547, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1719, s0.acc: 94.1372, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2399, s1.loss_cls: 0.0800, s1.acc: 94.3686, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1176, s2.loss_cls: 0.0389, s2.acc: 94.4280, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0547, loss: 1.1542 +2024-03-10 09:30:39,108 - mmdet - INFO - Epoch [8][2800/7330] lr: 4.612e-06, eta: 3 days, 20:53:05, time: 1.594, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1733, s0.acc: 94.0864, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2445, s1.loss_cls: 0.0836, s1.acc: 94.2593, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1190, s2.loss_cls: 0.0411, s2.acc: 94.1309, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0554, loss: 1.1617 +2024-03-10 09:31:56,613 - mmdet - INFO - Epoch [8][2850/7330] lr: 4.612e-06, eta: 3 days, 20:51:37, time: 1.550, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1740, s0.acc: 94.2739, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2395, s1.loss_cls: 0.0833, s1.acc: 94.3752, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1163, s2.loss_cls: 0.0407, s2.acc: 94.3346, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0546, loss: 1.1445 +2024-03-10 09:33:16,819 - mmdet - INFO - Epoch [8][2900/7330] lr: 4.612e-06, eta: 3 days, 20:50:19, time: 1.604, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1698, s0.acc: 94.2568, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2414, s1.loss_cls: 0.0795, s1.acc: 94.5027, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1176, s2.loss_cls: 0.0394, s2.acc: 94.3625, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0552, loss: 1.1343 +2024-03-10 09:34:35,420 - mmdet - INFO - Epoch [8][2950/7330] lr: 4.612e-06, eta: 3 days, 20:48:55, time: 1.572, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1660, s0.acc: 94.2568, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2364, s1.loss_cls: 0.0781, s1.acc: 94.4679, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1168, s2.loss_cls: 0.0388, s2.acc: 94.3385, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0552, loss: 1.1256 +2024-03-10 09:35:56,678 - mmdet - INFO - Epoch [8][3000/7330] lr: 4.612e-06, eta: 3 days, 20:47:41, time: 1.625, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1649, s0.acc: 94.3313, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2394, s1.loss_cls: 0.0788, s1.acc: 94.4198, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1179, s2.loss_cls: 0.0388, s2.acc: 94.3185, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0551, loss: 1.1296 +2024-03-10 09:37:12,275 - mmdet - INFO - Epoch [8][3050/7330] lr: 4.612e-06, eta: 3 days, 20:46:06, time: 1.512, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1767, s0.acc: 94.0837, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2390, s1.loss_cls: 0.0834, s1.acc: 94.2826, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1171, s2.loss_cls: 0.0405, s2.acc: 94.2403, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0550, loss: 1.1559 +2024-03-10 09:38:36,023 - mmdet - INFO - Epoch [8][3100/7330] lr: 4.612e-06, eta: 3 days, 20:45:02, time: 1.675, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1766, s0.acc: 93.9907, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2477, s1.loss_cls: 0.0846, s1.acc: 94.1283, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1205, s2.loss_cls: 0.0413, s2.acc: 94.0564, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0564, loss: 1.1826 +2024-03-10 09:39:59,648 - mmdet - INFO - Epoch [8][3150/7330] lr: 4.612e-06, eta: 3 days, 20:43:57, time: 1.672, data_time: 0.255, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1745, s0.acc: 94.1189, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2389, s1.loss_cls: 0.0829, s1.acc: 94.2181, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1159, s2.loss_cls: 0.0411, s2.acc: 94.0531, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0546, loss: 1.1497 +2024-03-10 09:41:20,866 - mmdet - INFO - Epoch [8][3200/7330] lr: 4.612e-06, eta: 3 days, 20:42:43, time: 1.624, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1867, s0.acc: 93.7883, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2416, s1.loss_cls: 0.0885, s1.acc: 93.9864, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1190, s2.loss_cls: 0.0428, s2.acc: 93.9532, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0557, loss: 1.1962 +2024-03-10 09:42:43,587 - mmdet - INFO - Epoch [8][3250/7330] lr: 4.612e-06, eta: 3 days, 20:41:35, time: 1.654, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1746, s0.acc: 94.0012, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2382, s1.loss_cls: 0.0836, s1.acc: 94.1073, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1154, s2.loss_cls: 0.0409, s2.acc: 94.1538, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0535, loss: 1.1494 +2024-03-10 09:44:07,094 - mmdet - INFO - Epoch [8][3300/7330] lr: 4.612e-06, eta: 3 days, 20:40:30, time: 1.670, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1777, s0.acc: 94.0251, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2335, s1.loss_cls: 0.0856, s1.acc: 94.1421, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1124, s2.loss_cls: 0.0419, s2.acc: 94.1677, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0529, loss: 1.1458 +2024-03-10 09:45:30,824 - mmdet - INFO - Epoch [8][3350/7330] lr: 4.612e-06, eta: 3 days, 20:39:26, time: 1.675, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1751, s0.acc: 94.0459, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2373, s1.loss_cls: 0.0826, s1.acc: 94.3121, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1146, s2.loss_cls: 0.0406, s2.acc: 94.1705, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0532, loss: 1.1506 +2024-03-10 09:46:52,553 - mmdet - INFO - Epoch [8][3400/7330] lr: 4.612e-06, eta: 3 days, 20:38:14, time: 1.635, data_time: 0.198, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1757, s0.acc: 93.9099, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2445, s1.loss_cls: 0.0834, s1.acc: 94.1279, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1173, s2.loss_cls: 0.0410, s2.acc: 94.0619, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0548, loss: 1.1747 +2024-03-10 09:48:14,639 - mmdet - INFO - Epoch [8][3450/7330] lr: 4.612e-06, eta: 3 days, 20:37:03, time: 1.642, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1698, s0.acc: 94.1707, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2329, s1.loss_cls: 0.0815, s1.acc: 94.2758, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1122, s2.loss_cls: 0.0404, s2.acc: 94.1021, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0529, loss: 1.1250 +2024-03-10 09:49:36,922 - mmdet - INFO - Epoch [8][3500/7330] lr: 4.612e-06, eta: 3 days, 20:35:53, time: 1.646, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1714, s0.acc: 94.2402, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2411, s1.loss_cls: 0.0817, s1.acc: 94.3366, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1174, s2.loss_cls: 0.0403, s2.acc: 94.2802, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0553, loss: 1.1369 +2024-03-10 09:50:57,795 - mmdet - INFO - Epoch [8][3550/7330] lr: 4.612e-06, eta: 3 days, 20:34:38, time: 1.617, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1711, s0.acc: 94.2871, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2339, s1.loss_cls: 0.0829, s1.acc: 94.3468, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1155, s2.loss_cls: 0.0411, s2.acc: 94.2447, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0539, loss: 1.1300 +2024-03-10 09:52:15,594 - mmdet - INFO - Epoch [8][3600/7330] lr: 4.612e-06, eta: 3 days, 20:33:11, time: 1.556, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1704, s0.acc: 94.2329, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2386, s1.loss_cls: 0.0807, s1.acc: 94.4288, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1168, s2.loss_cls: 0.0395, s2.acc: 94.3741, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0548, loss: 1.1299 +2024-03-10 09:53:35,966 - mmdet - INFO - Epoch [8][3650/7330] lr: 4.612e-06, eta: 3 days, 20:31:53, time: 1.607, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1692, s0.acc: 94.1992, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2389, s1.loss_cls: 0.0804, s1.acc: 94.3294, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1157, s2.loss_cls: 0.0396, s2.acc: 94.2416, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0541, loss: 1.1339 +2024-03-10 09:54:59,792 - mmdet - INFO - Epoch [8][3700/7330] lr: 4.612e-06, eta: 3 days, 20:30:49, time: 1.676, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1753, s0.acc: 94.0320, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2369, s1.loss_cls: 0.0826, s1.acc: 94.2547, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1145, s2.loss_cls: 0.0409, s2.acc: 94.1559, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0532, loss: 1.1492 +2024-03-10 09:56:22,209 - mmdet - INFO - Epoch [8][3750/7330] lr: 4.612e-06, eta: 3 days, 20:29:40, time: 1.648, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1712, s0.acc: 94.1541, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2343, s1.loss_cls: 0.0812, s1.acc: 94.3910, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1136, s2.loss_cls: 0.0398, s2.acc: 94.3016, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0538, loss: 1.1356 +2024-03-10 09:57:39,024 - mmdet - INFO - Epoch [8][3800/7330] lr: 4.612e-06, eta: 3 days, 20:28:09, time: 1.536, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1590, s0.acc: 94.5281, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2434, s1.loss_cls: 0.0753, s1.acc: 94.6894, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1182, s2.loss_cls: 0.0371, s2.acc: 94.6819, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0553, loss: 1.1187 +2024-03-10 09:59:00,434 - mmdet - INFO - Epoch [8][3850/7330] lr: 4.612e-06, eta: 3 days, 20:26:56, time: 1.628, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1637, s0.acc: 94.3655, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2327, s1.loss_cls: 0.0771, s1.acc: 94.5031, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1125, s2.loss_cls: 0.0380, s2.acc: 94.4499, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0523, loss: 1.1022 +2024-03-10 10:00:19,361 - mmdet - INFO - Epoch [8][3900/7330] lr: 4.612e-06, eta: 3 days, 20:25:33, time: 1.578, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1618, s0.acc: 94.4648, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2346, s1.loss_cls: 0.0760, s1.acc: 94.6996, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1144, s2.loss_cls: 0.0377, s2.acc: 94.5779, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0536, loss: 1.1035 +2024-03-10 10:01:41,220 - mmdet - INFO - Epoch [8][3950/7330] lr: 4.612e-06, eta: 3 days, 20:24:21, time: 1.637, data_time: 0.119, memory: 23149, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1638, s0.acc: 94.4431, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2326, s1.loss_cls: 0.0776, s1.acc: 94.5823, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1127, s2.loss_cls: 0.0384, s2.acc: 94.4881, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0526, loss: 1.1112 +2024-03-10 10:03:05,263 - mmdet - INFO - Epoch [8][4000/7330] lr: 4.612e-06, eta: 3 days, 20:23:18, time: 1.681, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1596, s0.acc: 94.4475, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2345, s1.loss_cls: 0.0773, s1.acc: 94.5043, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1134, s2.loss_cls: 0.0383, s2.acc: 94.5633, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0527, loss: 1.0896 +2024-03-10 10:04:27,242 - mmdet - INFO - Epoch [8][4050/7330] lr: 4.612e-06, eta: 3 days, 20:22:06, time: 1.640, data_time: 0.209, memory: 23149, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1699, s0.acc: 94.1770, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2433, s1.loss_cls: 0.0813, s1.acc: 94.2686, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1183, s2.loss_cls: 0.0402, s2.acc: 94.1902, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0556, loss: 1.1407 +2024-03-10 10:05:46,239 - mmdet - INFO - Epoch [8][4100/7330] lr: 4.612e-06, eta: 3 days, 20:20:44, time: 1.580, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1656, s0.acc: 94.2476, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2414, s1.loss_cls: 0.0781, s1.acc: 94.5114, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1165, s2.loss_cls: 0.0385, s2.acc: 94.5140, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0548, loss: 1.1307 +2024-03-10 10:07:06,821 - mmdet - INFO - Epoch [8][4150/7330] lr: 4.612e-06, eta: 3 days, 20:19:27, time: 1.612, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1625, s0.acc: 94.3411, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2371, s1.loss_cls: 0.0774, s1.acc: 94.4083, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1156, s2.loss_cls: 0.0382, s2.acc: 94.2926, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0541, loss: 1.1248 +2024-03-10 10:08:24,261 - mmdet - INFO - Epoch [8][4200/7330] lr: 4.612e-06, eta: 3 days, 20:17:59, time: 1.549, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1641, s0.acc: 94.4922, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2377, s1.loss_cls: 0.0787, s1.acc: 94.5892, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1150, s2.loss_cls: 0.0396, s2.acc: 94.4106, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0539, loss: 1.1106 +2024-03-10 10:09:46,493 - mmdet - INFO - Epoch [8][4250/7330] lr: 4.612e-06, eta: 3 days, 20:16:49, time: 1.645, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1795, s0.acc: 93.9617, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2382, s1.loss_cls: 0.0860, s1.acc: 94.1114, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1155, s2.loss_cls: 0.0428, s2.acc: 93.9001, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0538, loss: 1.1625 +2024-03-10 10:11:09,007 - mmdet - INFO - Epoch [8][4300/7330] lr: 4.612e-06, eta: 3 days, 20:15:39, time: 1.650, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1702, s0.acc: 94.1953, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2386, s1.loss_cls: 0.0820, s1.acc: 94.2679, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1153, s2.loss_cls: 0.0407, s2.acc: 94.1185, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0541, loss: 1.1457 +2024-03-10 10:12:26,895 - mmdet - INFO - Epoch [8][4350/7330] lr: 4.612e-06, eta: 3 days, 20:14:13, time: 1.558, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1636, s0.acc: 94.4141, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2398, s1.loss_cls: 0.0772, s1.acc: 94.5820, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1159, s2.loss_cls: 0.0380, s2.acc: 94.4568, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0536, loss: 1.1205 +2024-03-10 10:13:42,290 - mmdet - INFO - Epoch [8][4400/7330] lr: 4.612e-06, eta: 3 days, 20:12:37, time: 1.508, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1607, s0.acc: 94.4136, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2333, s1.loss_cls: 0.0762, s1.acc: 94.5952, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1138, s2.loss_cls: 0.0373, s2.acc: 94.5534, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0532, loss: 1.0917 +2024-03-10 10:15:03,918 - mmdet - INFO - Epoch [8][4450/7330] lr: 4.612e-06, eta: 3 days, 20:11:24, time: 1.633, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1647, s0.acc: 94.4717, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2333, s1.loss_cls: 0.0785, s1.acc: 94.4553, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1139, s2.loss_cls: 0.0390, s2.acc: 94.3877, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0533, loss: 1.1075 +2024-03-10 10:16:23,338 - mmdet - INFO - Epoch [8][4500/7330] lr: 4.612e-06, eta: 3 days, 20:10:03, time: 1.588, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1714, s0.acc: 94.1863, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2379, s1.loss_cls: 0.0819, s1.acc: 94.3125, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1166, s2.loss_cls: 0.0405, s2.acc: 94.3143, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0542, loss: 1.1381 +2024-03-10 10:17:45,129 - mmdet - INFO - Epoch [8][4550/7330] lr: 4.612e-06, eta: 3 days, 20:08:51, time: 1.636, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1713, s0.acc: 94.2354, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2403, s1.loss_cls: 0.0808, s1.acc: 94.4297, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1166, s2.loss_cls: 0.0394, s2.acc: 94.3306, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0542, loss: 1.1473 +2024-03-10 10:19:08,108 - mmdet - INFO - Epoch [8][4600/7330] lr: 4.612e-06, eta: 3 days, 20:07:43, time: 1.660, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1739, s0.acc: 93.9783, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2455, s1.loss_cls: 0.0823, s1.acc: 94.1901, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1193, s2.loss_cls: 0.0407, s2.acc: 94.0478, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0557, loss: 1.1691 +2024-03-10 10:20:28,545 - mmdet - INFO - Epoch [8][4650/7330] lr: 4.612e-06, eta: 3 days, 20:06:26, time: 1.609, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1700, s0.acc: 94.1748, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2384, s1.loss_cls: 0.0804, s1.acc: 94.3080, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1168, s2.loss_cls: 0.0399, s2.acc: 94.1892, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0547, loss: 1.1387 +2024-03-10 10:21:46,962 - mmdet - INFO - Epoch [8][4700/7330] lr: 4.612e-06, eta: 3 days, 20:05:02, time: 1.568, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1713, s0.acc: 94.1130, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2386, s1.loss_cls: 0.0820, s1.acc: 94.2732, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1159, s2.loss_cls: 0.0398, s2.acc: 94.2883, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0545, loss: 1.1430 +2024-03-10 10:23:08,782 - mmdet - INFO - Epoch [8][4750/7330] lr: 4.612e-06, eta: 3 days, 20:03:49, time: 1.636, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1685, s0.acc: 94.2876, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2348, s1.loss_cls: 0.0822, s1.acc: 94.3213, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1143, s2.loss_cls: 0.0408, s2.acc: 94.2621, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0532, loss: 1.1162 +2024-03-10 10:24:29,572 - mmdet - INFO - Epoch [8][4800/7330] lr: 4.612e-06, eta: 3 days, 20:02:34, time: 1.616, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1761, s0.acc: 94.1606, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2395, s1.loss_cls: 0.0837, s1.acc: 94.2462, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1162, s2.loss_cls: 0.0411, s2.acc: 94.1334, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0544, loss: 1.1448 +2024-03-10 10:25:51,183 - mmdet - INFO - Epoch [8][4850/7330] lr: 4.612e-06, eta: 3 days, 20:01:21, time: 1.632, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1623, s0.acc: 94.4246, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2340, s1.loss_cls: 0.0781, s1.acc: 94.4957, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1148, s2.loss_cls: 0.0396, s2.acc: 94.2825, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0537, loss: 1.1031 +2024-03-10 10:27:12,308 - mmdet - INFO - Epoch [8][4900/7330] lr: 4.612e-06, eta: 3 days, 20:00:06, time: 1.623, data_time: 0.230, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1708, s0.acc: 94.2427, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2352, s1.loss_cls: 0.0814, s1.acc: 94.4044, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1137, s2.loss_cls: 0.0403, s2.acc: 94.3583, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0531, loss: 1.1217 +2024-03-10 10:28:32,175 - mmdet - INFO - Epoch [8][4950/7330] lr: 4.612e-06, eta: 3 days, 19:58:47, time: 1.597, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1781, s0.acc: 94.1013, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2392, s1.loss_cls: 0.0846, s1.acc: 94.2219, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1159, s2.loss_cls: 0.0413, s2.acc: 94.2134, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0540, loss: 1.1537 +2024-03-10 10:29:52,063 - mmdet - INFO - Epoch [8][5000/7330] lr: 4.612e-06, eta: 3 days, 19:57:28, time: 1.598, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1690, s0.acc: 94.2007, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2380, s1.loss_cls: 0.0815, s1.acc: 94.3021, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1160, s2.loss_cls: 0.0403, s2.acc: 94.2493, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0543, loss: 1.1322 +2024-03-10 10:31:10,309 - mmdet - INFO - Epoch [8][5050/7330] lr: 4.612e-06, eta: 3 days, 19:56:02, time: 1.565, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1643, s0.acc: 94.3193, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2423, s1.loss_cls: 0.0781, s1.acc: 94.4395, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1161, s2.loss_cls: 0.0384, s2.acc: 94.3866, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0544, loss: 1.1259 +2024-03-10 10:32:29,612 - mmdet - INFO - Epoch [8][5100/7330] lr: 4.612e-06, eta: 3 days, 19:54:41, time: 1.586, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1641, s0.acc: 94.5051, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2425, s1.loss_cls: 0.0780, s1.acc: 94.6273, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1184, s2.loss_cls: 0.0386, s2.acc: 94.5641, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0560, loss: 1.1238 +2024-03-10 10:33:53,508 - mmdet - INFO - Epoch [8][5150/7330] lr: 4.612e-06, eta: 3 days, 19:53:37, time: 1.678, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1670, s0.acc: 94.3591, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2366, s1.loss_cls: 0.0797, s1.acc: 94.4716, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1149, s2.loss_cls: 0.0393, s2.acc: 94.3504, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0540, loss: 1.1255 +2024-03-10 10:35:12,757 - mmdet - INFO - Epoch [8][5200/7330] lr: 4.612e-06, eta: 3 days, 19:52:15, time: 1.585, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1693, s0.acc: 94.2446, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2386, s1.loss_cls: 0.0801, s1.acc: 94.3878, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1155, s2.loss_cls: 0.0398, s2.acc: 94.2170, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0542, loss: 1.1383 +2024-03-10 10:36:34,571 - mmdet - INFO - Epoch [8][5250/7330] lr: 4.612e-06, eta: 3 days, 19:51:03, time: 1.636, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1627, s0.acc: 94.3987, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2370, s1.loss_cls: 0.0763, s1.acc: 94.5891, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1153, s2.loss_cls: 0.0377, s2.acc: 94.5326, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0543, loss: 1.1082 +2024-03-10 10:37:56,143 - mmdet - INFO - Epoch [8][5300/7330] lr: 4.612e-06, eta: 3 days, 19:49:50, time: 1.631, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1613, s0.acc: 94.4963, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2404, s1.loss_cls: 0.0767, s1.acc: 94.6378, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1168, s2.loss_cls: 0.0378, s2.acc: 94.5449, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0546, loss: 1.1074 +2024-03-10 10:39:19,852 - mmdet - INFO - Epoch [8][5350/7330] lr: 4.612e-06, eta: 3 days, 19:48:45, time: 1.674, data_time: 0.224, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1647, s0.acc: 94.2900, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2366, s1.loss_cls: 0.0785, s1.acc: 94.4684, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1149, s2.loss_cls: 0.0391, s2.acc: 94.2904, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0540, loss: 1.1190 +2024-03-10 10:40:42,251 - mmdet - INFO - Epoch [8][5400/7330] lr: 4.612e-06, eta: 3 days, 19:47:34, time: 1.648, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1603, s0.acc: 94.5476, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2334, s1.loss_cls: 0.0741, s1.acc: 94.7114, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1117, s2.loss_cls: 0.0371, s2.acc: 94.6113, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0524, loss: 1.0927 +2024-03-10 10:42:02,184 - mmdet - INFO - Epoch [8][5450/7330] lr: 4.612e-06, eta: 3 days, 19:46:15, time: 1.599, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1541, s0.acc: 94.6792, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2350, s1.loss_cls: 0.0725, s1.acc: 94.8770, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1140, s2.loss_cls: 0.0364, s2.acc: 94.6807, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0534, loss: 1.0790 +2024-03-10 10:43:24,946 - mmdet - INFO - Epoch [8][5500/7330] lr: 4.612e-06, eta: 3 days, 19:45:07, time: 1.655, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1636, s0.acc: 94.4409, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2287, s1.loss_cls: 0.0773, s1.acc: 94.6329, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1129, s2.loss_cls: 0.0382, s2.acc: 94.5149, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0538, loss: 1.0848 +2024-03-10 10:44:48,002 - mmdet - INFO - Epoch [8][5550/7330] lr: 4.612e-06, eta: 3 days, 19:43:59, time: 1.661, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1703, s0.acc: 94.2595, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2347, s1.loss_cls: 0.0799, s1.acc: 94.4034, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1141, s2.loss_cls: 0.0391, s2.acc: 94.3722, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0535, loss: 1.1327 +2024-03-10 10:46:08,495 - mmdet - INFO - Epoch [8][5600/7330] lr: 4.612e-06, eta: 3 days, 19:42:42, time: 1.610, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1792, s0.acc: 94.0789, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2401, s1.loss_cls: 0.0840, s1.acc: 94.2847, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1165, s2.loss_cls: 0.0412, s2.acc: 94.2469, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0547, loss: 1.1617 +2024-03-10 10:47:31,805 - mmdet - INFO - Epoch [8][5650/7330] lr: 4.612e-06, eta: 3 days, 19:41:35, time: 1.666, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1655, s0.acc: 94.4219, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2331, s1.loss_cls: 0.0778, s1.acc: 94.6716, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1133, s2.loss_cls: 0.0383, s2.acc: 94.5532, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0535, loss: 1.1121 +2024-03-10 10:48:55,312 - mmdet - INFO - Epoch [8][5700/7330] lr: 4.612e-06, eta: 3 days, 19:40:29, time: 1.670, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1619, s0.acc: 94.4377, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2314, s1.loss_cls: 0.0777, s1.acc: 94.5141, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1138, s2.loss_cls: 0.0380, s2.acc: 94.4311, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0535, loss: 1.0953 +2024-03-10 10:50:19,779 - mmdet - INFO - Epoch [8][5750/7330] lr: 4.612e-06, eta: 3 days, 19:39:26, time: 1.689, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1714, s0.acc: 94.1182, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2415, s1.loss_cls: 0.0802, s1.acc: 94.3510, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1177, s2.loss_cls: 0.0400, s2.acc: 94.2272, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0550, loss: 1.1644 +2024-03-10 10:51:38,484 - mmdet - INFO - Epoch [8][5800/7330] lr: 4.612e-06, eta: 3 days, 19:38:02, time: 1.574, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1707, s0.acc: 94.1848, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2392, s1.loss_cls: 0.0805, s1.acc: 94.3480, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1160, s2.loss_cls: 0.0397, s2.acc: 94.3842, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0542, loss: 1.1366 +2024-03-10 10:53:00,276 - mmdet - INFO - Epoch [8][5850/7330] lr: 4.612e-06, eta: 3 days, 19:36:50, time: 1.636, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1744, s0.acc: 94.0713, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2459, s1.loss_cls: 0.0825, s1.acc: 94.2744, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1192, s2.loss_cls: 0.0402, s2.acc: 94.2532, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0559, loss: 1.1688 +2024-03-10 10:54:23,445 - mmdet - INFO - Epoch [8][5900/7330] lr: 4.612e-06, eta: 3 days, 19:35:42, time: 1.663, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1695, s0.acc: 94.3086, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2412, s1.loss_cls: 0.0795, s1.acc: 94.5301, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1164, s2.loss_cls: 0.0388, s2.acc: 94.4408, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0540, loss: 1.1404 +2024-03-10 10:55:41,429 - mmdet - INFO - Epoch [8][5950/7330] lr: 4.612e-06, eta: 3 days, 19:34:16, time: 1.560, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1714, s0.acc: 94.2002, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2416, s1.loss_cls: 0.0834, s1.acc: 94.1758, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1179, s2.loss_cls: 0.0409, s2.acc: 94.2090, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0551, loss: 1.1438 +2024-03-10 10:56:57,486 - mmdet - INFO - Epoch [8][6000/7330] lr: 4.612e-06, eta: 3 days, 19:32:43, time: 1.521, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1703, s0.acc: 94.2927, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2343, s1.loss_cls: 0.0816, s1.acc: 94.3644, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1133, s2.loss_cls: 0.0397, s2.acc: 94.3409, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0529, loss: 1.1219 +2024-03-10 10:58:22,011 - mmdet - INFO - Epoch [8][6050/7330] lr: 4.612e-06, eta: 3 days, 19:31:40, time: 1.690, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1697, s0.acc: 94.2329, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2453, s1.loss_cls: 0.0806, s1.acc: 94.3928, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1193, s2.loss_cls: 0.0396, s2.acc: 94.4217, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0556, loss: 1.1398 +2024-03-10 10:59:37,073 - mmdet - INFO - Epoch [8][6100/7330] lr: 4.612e-06, eta: 3 days, 19:30:04, time: 1.501, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1606, s0.acc: 94.5430, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2349, s1.loss_cls: 0.0747, s1.acc: 94.8004, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1148, s2.loss_cls: 0.0368, s2.acc: 94.6464, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0541, loss: 1.0957 +2024-03-10 11:00:56,046 - mmdet - INFO - Epoch [8][6150/7330] lr: 4.612e-06, eta: 3 days, 19:28:41, time: 1.579, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1823, s0.acc: 93.8887, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2431, s1.loss_cls: 0.0867, s1.acc: 94.1133, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1193, s2.loss_cls: 0.0424, s2.acc: 94.0767, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0560, loss: 1.1881 +2024-03-10 11:02:15,780 - mmdet - INFO - Epoch [8][6200/7330] lr: 4.612e-06, eta: 3 days, 19:27:21, time: 1.595, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1748, s0.acc: 94.1384, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2385, s1.loss_cls: 0.0817, s1.acc: 94.3858, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1143, s2.loss_cls: 0.0393, s2.acc: 94.3507, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0529, loss: 1.1360 +2024-03-10 11:03:40,108 - mmdet - INFO - Epoch [8][6250/7330] lr: 4.612e-06, eta: 3 days, 19:26:18, time: 1.687, data_time: 0.207, memory: 23149, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1837, s0.acc: 93.8799, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2442, s1.loss_cls: 0.0879, s1.acc: 93.9577, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1175, s2.loss_cls: 0.0425, s2.acc: 93.9704, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0547, loss: 1.1903 +2024-03-10 11:05:01,188 - mmdet - INFO - Epoch [8][6300/7330] lr: 4.612e-06, eta: 3 days, 19:25:02, time: 1.622, data_time: 0.211, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1588, s0.acc: 94.5811, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2308, s1.loss_cls: 0.0753, s1.acc: 94.7187, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1130, s2.loss_cls: 0.0371, s2.acc: 94.6044, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0532, loss: 1.0867 +2024-03-10 11:06:19,995 - mmdet - INFO - Epoch [8][6350/7330] lr: 4.612e-06, eta: 3 days, 19:23:39, time: 1.576, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1759, s0.acc: 94.0950, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2409, s1.loss_cls: 0.0836, s1.acc: 94.2922, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1172, s2.loss_cls: 0.0410, s2.acc: 94.2594, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0549, loss: 1.1539 +2024-03-10 11:07:43,470 - mmdet - INFO - Epoch [8][6400/7330] lr: 4.612e-06, eta: 3 days, 19:22:33, time: 1.669, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1720, s0.acc: 94.1282, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2401, s1.loss_cls: 0.0822, s1.acc: 94.2740, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1181, s2.loss_cls: 0.0402, s2.acc: 94.3064, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0558, loss: 1.1480 +2024-03-10 11:09:05,921 - mmdet - INFO - Epoch [8][6450/7330] lr: 4.612e-06, eta: 3 days, 19:21:22, time: 1.649, data_time: 0.207, memory: 23149, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1897, s0.acc: 93.6121, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2453, s1.loss_cls: 0.0912, s1.acc: 93.6612, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1200, s2.loss_cls: 0.0450, s2.acc: 93.6244, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0567, loss: 1.2115 +2024-03-10 11:10:25,221 - mmdet - INFO - Epoch [8][6500/7330] lr: 4.612e-06, eta: 3 days, 19:20:01, time: 1.586, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1760, s0.acc: 93.9138, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2328, s1.loss_cls: 0.0835, s1.acc: 94.0636, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1136, s2.loss_cls: 0.0415, s2.acc: 94.0153, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0537, loss: 1.1517 +2024-03-10 11:11:42,260 - mmdet - INFO - Epoch [8][6550/7330] lr: 4.612e-06, eta: 3 days, 19:18:31, time: 1.541, data_time: 0.112, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1716, s0.acc: 94.2480, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2329, s1.loss_cls: 0.0816, s1.acc: 94.3293, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1139, s2.loss_cls: 0.0409, s2.acc: 94.2306, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0529, loss: 1.1234 +2024-03-10 11:13:04,323 - mmdet - INFO - Epoch [8][6600/7330] lr: 4.612e-06, eta: 3 days, 19:17:20, time: 1.641, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1757, s0.acc: 94.0901, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2322, s1.loss_cls: 0.0821, s1.acc: 94.4062, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1139, s2.loss_cls: 0.0402, s2.acc: 94.3045, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0539, loss: 1.1454 +2024-03-10 11:14:27,479 - mmdet - INFO - Epoch [8][6650/7330] lr: 4.612e-06, eta: 3 days, 19:16:12, time: 1.663, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1714, s0.acc: 94.3152, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2368, s1.loss_cls: 0.0820, s1.acc: 94.3876, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1157, s2.loss_cls: 0.0405, s2.acc: 94.2425, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0544, loss: 1.1338 +2024-03-10 11:15:49,545 - mmdet - INFO - Epoch [8][6700/7330] lr: 4.612e-06, eta: 3 days, 19:15:00, time: 1.641, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1828, s0.acc: 93.9131, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2469, s1.loss_cls: 0.0878, s1.acc: 94.0688, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1199, s2.loss_cls: 0.0424, s2.acc: 94.0587, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0559, loss: 1.1883 +2024-03-10 11:17:06,634 - mmdet - INFO - Epoch [8][6750/7330] lr: 4.612e-06, eta: 3 days, 19:13:31, time: 1.542, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1656, s0.acc: 94.3716, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2345, s1.loss_cls: 0.0800, s1.acc: 94.4432, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1143, s2.loss_cls: 0.0395, s2.acc: 94.3208, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0539, loss: 1.1168 +2024-03-10 11:18:29,091 - mmdet - INFO - Epoch [8][6800/7330] lr: 4.612e-06, eta: 3 days, 19:12:21, time: 1.649, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1719, s0.acc: 94.1267, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2400, s1.loss_cls: 0.0825, s1.acc: 94.3090, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1172, s2.loss_cls: 0.0410, s2.acc: 94.1986, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0548, loss: 1.1488 +2024-03-10 11:19:54,019 - mmdet - INFO - Epoch [8][6850/7330] lr: 4.612e-06, eta: 3 days, 19:11:19, time: 1.698, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1749, s0.acc: 94.0815, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2404, s1.loss_cls: 0.0835, s1.acc: 94.2052, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1168, s2.loss_cls: 0.0414, s2.acc: 94.1079, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0546, loss: 1.1535 +2024-03-10 11:21:11,810 - mmdet - INFO - Epoch [8][6900/7330] lr: 4.612e-06, eta: 3 days, 19:09:52, time: 1.556, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1730, s0.acc: 94.0813, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2395, s1.loss_cls: 0.0825, s1.acc: 94.2541, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1165, s2.loss_cls: 0.0408, s2.acc: 94.2166, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0546, loss: 1.1555 +2024-03-10 11:22:31,770 - mmdet - INFO - Epoch [8][6950/7330] lr: 4.612e-06, eta: 3 days, 19:08:33, time: 1.599, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1743, s0.acc: 94.0215, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2415, s1.loss_cls: 0.0836, s1.acc: 94.0929, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1171, s2.loss_cls: 0.0405, s2.acc: 94.0809, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0549, loss: 1.1501 +2024-03-10 11:23:48,950 - mmdet - INFO - Epoch [8][7000/7330] lr: 4.612e-06, eta: 3 days, 19:07:04, time: 1.544, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1692, s0.acc: 94.3247, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2355, s1.loss_cls: 0.0799, s1.acc: 94.4494, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1150, s2.loss_cls: 0.0391, s2.acc: 94.3112, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0543, loss: 1.1153 +2024-03-10 11:25:10,387 - mmdet - INFO - Epoch [8][7050/7330] lr: 4.612e-06, eta: 3 days, 19:05:50, time: 1.629, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1698, s0.acc: 94.2151, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2385, s1.loss_cls: 0.0803, s1.acc: 94.3744, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1150, s2.loss_cls: 0.0388, s2.acc: 94.4052, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0538, loss: 1.1329 +2024-03-10 11:26:34,282 - mmdet - INFO - Epoch [8][7100/7330] lr: 4.612e-06, eta: 3 days, 19:04:45, time: 1.678, data_time: 0.211, memory: 23149, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1797, s0.acc: 93.8494, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2425, s1.loss_cls: 0.0858, s1.acc: 94.0171, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1185, s2.loss_cls: 0.0429, s2.acc: 93.8221, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0549, loss: 1.1783 +2024-03-10 11:27:55,529 - mmdet - INFO - Epoch [8][7150/7330] lr: 4.612e-06, eta: 3 days, 19:03:30, time: 1.625, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1618, s0.acc: 94.4348, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2348, s1.loss_cls: 0.0766, s1.acc: 94.6467, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1133, s2.loss_cls: 0.0384, s2.acc: 94.4563, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0531, loss: 1.1145 +2024-03-10 11:29:20,755 - mmdet - INFO - Epoch [8][7200/7330] lr: 4.612e-06, eta: 3 days, 19:02:29, time: 1.705, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1656, s0.acc: 94.3684, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2368, s1.loss_cls: 0.0797, s1.acc: 94.3904, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1148, s2.loss_cls: 0.0396, s2.acc: 94.1879, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0533, loss: 1.1140 +2024-03-10 11:30:42,154 - mmdet - INFO - Epoch [8][7250/7330] lr: 4.612e-06, eta: 3 days, 19:01:15, time: 1.628, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1678, s0.acc: 94.3613, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2353, s1.loss_cls: 0.0806, s1.acc: 94.4645, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1142, s2.loss_cls: 0.0401, s2.acc: 94.3323, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0537, loss: 1.1187 +2024-03-10 11:32:07,361 - mmdet - INFO - Epoch [8][7300/7330] lr: 4.612e-06, eta: 3 days, 19:00:14, time: 1.704, data_time: 0.225, memory: 23149, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1690, s0.acc: 94.2446, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2416, s1.loss_cls: 0.0798, s1.acc: 94.4757, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1154, s2.loss_cls: 0.0391, s2.acc: 94.3997, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0539, loss: 1.1416 +2024-03-10 11:32:51,176 - mmdet - INFO - Saving checkpoint at 8 epochs +2024-03-10 11:39:57,682 - mmdet - INFO - Evaluating bbox... +2024-03-10 11:40:33,924 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.467 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.651 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.509 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.283 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.513 + 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 ] = 0.609 + 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 ] = 0.411 + 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 ] = 0.759 + +2024-03-10 11:40:33,924 - mmdet - INFO - Evaluating segm... +2024-03-10 11:41:15,329 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.406 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.626 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.442 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.199 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.448 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.587 + 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 ] = 0.341 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.581 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.692 + +2024-03-10 11:41:15,963 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 11:41:15,967 - mmdet - INFO - Epoch(val) [8][1250] bbox_mAP: 0.4670, bbox_mAP_50: 0.6510, bbox_mAP_75: 0.5090, bbox_mAP_s: 0.2830, bbox_mAP_m: 0.5130, bbox_mAP_l: 0.6130, bbox_mAP_copypaste: 0.467 0.651 0.509 0.283 0.513 0.613, segm_mAP: 0.4060, segm_mAP_50: 0.6260, segm_mAP_75: 0.4420, segm_mAP_s: 0.1990, segm_mAP_m: 0.4480, segm_mAP_l: 0.5870, segm_mAP_copypaste: 0.406 0.626 0.442 0.199 0.448 0.587 +2024-03-10 11:42:42,930 - mmdet - INFO - Epoch [9][50/7330] lr: 4.612e-06, eta: 3 days, 18:55:44, time: 1.738, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1654, s0.acc: 94.2295, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2365, s1.loss_cls: 0.0782, s1.acc: 94.4036, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1134, s2.loss_cls: 0.0386, s2.acc: 94.4370, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0531, loss: 1.1259 +2024-03-10 11:44:03,289 - mmdet - INFO - Epoch [9][100/7330] lr: 4.612e-06, eta: 3 days, 18:54:26, time: 1.607, data_time: 0.202, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1563, s0.acc: 94.6064, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2318, s1.loss_cls: 0.0741, s1.acc: 94.7612, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1123, s2.loss_cls: 0.0370, s2.acc: 94.6354, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0526, loss: 1.0850 +2024-03-10 11:45:22,231 - mmdet - INFO - Epoch [9][150/7330] lr: 4.612e-06, eta: 3 days, 18:53:04, time: 1.579, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1643, s0.acc: 94.2693, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2323, s1.loss_cls: 0.0782, s1.acc: 94.4219, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1132, s2.loss_cls: 0.0390, s2.acc: 94.3399, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0528, loss: 1.1071 +2024-03-10 11:46:43,058 - mmdet - INFO - Epoch [9][200/7330] lr: 4.612e-06, eta: 3 days, 18:51:48, time: 1.616, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1733, s0.acc: 94.0325, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2401, s1.loss_cls: 0.0831, s1.acc: 94.1131, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1155, s2.loss_cls: 0.0407, s2.acc: 94.1418, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0539, loss: 1.1452 +2024-03-10 11:48:03,171 - mmdet - INFO - Epoch [9][250/7330] lr: 4.612e-06, eta: 3 days, 18:50:29, time: 1.602, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1647, s0.acc: 94.2373, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2349, s1.loss_cls: 0.0795, s1.acc: 94.3249, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1148, s2.loss_cls: 0.0392, s2.acc: 94.2734, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0535, loss: 1.1272 +2024-03-10 11:49:24,952 - mmdet - INFO - Epoch [9][300/7330] lr: 4.612e-06, eta: 3 days, 18:49:16, time: 1.636, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1687, s0.acc: 94.2412, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2342, s1.loss_cls: 0.0805, s1.acc: 94.3661, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1137, s2.loss_cls: 0.0397, s2.acc: 94.2625, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0534, loss: 1.1331 +2024-03-10 11:50:45,077 - mmdet - INFO - Epoch [9][350/7330] lr: 4.612e-06, eta: 3 days, 18:47:58, time: 1.602, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1609, s0.acc: 94.4419, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2351, s1.loss_cls: 0.0768, s1.acc: 94.6336, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1132, s2.loss_cls: 0.0376, s2.acc: 94.5422, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0532, loss: 1.0843 +2024-03-10 11:52:11,608 - mmdet - INFO - Epoch [9][400/7330] lr: 4.612e-06, eta: 3 days, 18:47:02, time: 1.731, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1738, s0.acc: 94.0422, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2431, s1.loss_cls: 0.0833, s1.acc: 94.1207, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1178, s2.loss_cls: 0.0411, s2.acc: 94.1604, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0551, loss: 1.1622 +2024-03-10 11:53:31,141 - mmdet - INFO - Epoch [9][450/7330] lr: 4.612e-06, eta: 3 days, 18:45:41, time: 1.591, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1676, s0.acc: 94.2131, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2359, s1.loss_cls: 0.0800, s1.acc: 94.3346, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1159, s2.loss_cls: 0.0400, s2.acc: 94.1826, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0543, loss: 1.1321 +2024-03-10 11:54:53,766 - mmdet - INFO - Epoch [9][500/7330] lr: 4.612e-06, eta: 3 days, 18:44:31, time: 1.653, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1736, s0.acc: 93.9922, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2423, s1.loss_cls: 0.0830, s1.acc: 94.1075, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1182, s2.loss_cls: 0.0411, s2.acc: 93.9313, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0555, loss: 1.1689 +2024-03-10 11:56:15,211 - mmdet - INFO - Epoch [9][550/7330] lr: 4.612e-06, eta: 3 days, 18:43:17, time: 1.629, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1720, s0.acc: 94.2080, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2377, s1.loss_cls: 0.0807, s1.acc: 94.4025, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1145, s2.loss_cls: 0.0397, s2.acc: 94.3667, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0534, loss: 1.1431 +2024-03-10 11:57:36,104 - mmdet - INFO - Epoch [9][600/7330] lr: 4.612e-06, eta: 3 days, 18:42:01, time: 1.618, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1741, s0.acc: 94.0635, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2401, s1.loss_cls: 0.0843, s1.acc: 94.1056, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1168, s2.loss_cls: 0.0415, s2.acc: 94.0243, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0546, loss: 1.1536 +2024-03-10 11:58:57,323 - mmdet - INFO - Epoch [9][650/7330] lr: 4.612e-06, eta: 3 days, 18:40:46, time: 1.624, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1727, s0.acc: 94.1968, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2387, s1.loss_cls: 0.0827, s1.acc: 94.2655, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1173, s2.loss_cls: 0.0408, s2.acc: 94.2420, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0547, loss: 1.1404 +2024-03-10 12:00:17,147 - mmdet - INFO - Epoch [9][700/7330] lr: 4.612e-06, eta: 3 days, 18:39:27, time: 1.596, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1615, s0.acc: 94.3762, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2317, s1.loss_cls: 0.0766, s1.acc: 94.5717, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1131, s2.loss_cls: 0.0382, s2.acc: 94.3970, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0533, loss: 1.1037 +2024-03-10 12:01:40,084 - mmdet - INFO - Epoch [9][750/7330] lr: 4.612e-06, eta: 3 days, 18:38:18, time: 1.659, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1730, s0.acc: 94.0803, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2357, s1.loss_cls: 0.0821, s1.acc: 94.2465, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1148, s2.loss_cls: 0.0400, s2.acc: 94.2714, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0542, loss: 1.1472 +2024-03-10 12:02:59,355 - mmdet - INFO - Epoch [9][800/7330] lr: 4.612e-06, eta: 3 days, 18:36:56, time: 1.585, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1721, s0.acc: 94.0029, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2349, s1.loss_cls: 0.0826, s1.acc: 94.0243, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1129, s2.loss_cls: 0.0409, s2.acc: 93.9789, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0531, loss: 1.1350 +2024-03-10 12:04:19,470 - mmdet - INFO - Epoch [9][850/7330] lr: 4.612e-06, eta: 3 days, 18:35:37, time: 1.602, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1641, s0.acc: 94.3308, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2354, s1.loss_cls: 0.0770, s1.acc: 94.5246, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1141, s2.loss_cls: 0.0385, s2.acc: 94.4375, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0534, loss: 1.1141 +2024-03-10 12:05:41,125 - mmdet - INFO - Epoch [9][900/7330] lr: 4.612e-06, eta: 3 days, 18:34:24, time: 1.633, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1659, s0.acc: 94.3499, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2342, s1.loss_cls: 0.0783, s1.acc: 94.5410, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1146, s2.loss_cls: 0.0387, s2.acc: 94.4155, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0538, loss: 1.1095 +2024-03-10 12:07:07,541 - mmdet - INFO - Epoch [9][950/7330] lr: 4.612e-06, eta: 3 days, 18:33:27, time: 1.728, data_time: 0.215, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1598, s0.acc: 94.4863, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2373, s1.loss_cls: 0.0757, s1.acc: 94.6344, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1166, s2.loss_cls: 0.0378, s2.acc: 94.4763, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0548, loss: 1.1100 +2024-03-10 12:08:30,055 - mmdet - INFO - Epoch [9][1000/7330] lr: 4.612e-06, eta: 3 days, 18:32:17, time: 1.650, data_time: 0.212, memory: 23149, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1717, s0.acc: 94.1697, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2375, s1.loss_cls: 0.0816, s1.acc: 94.2680, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1150, s2.loss_cls: 0.0399, s2.acc: 94.2265, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0538, loss: 1.1387 +2024-03-10 12:09:59,325 - mmdet - INFO - Epoch [9][1050/7330] lr: 4.612e-06, eta: 3 days, 18:31:29, time: 1.785, data_time: 0.222, memory: 23149, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1675, s0.acc: 94.2434, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2348, s1.loss_cls: 0.0793, s1.acc: 94.4472, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1141, s2.loss_cls: 0.0394, s2.acc: 94.3039, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0531, loss: 1.1225 +2024-03-10 12:11:21,241 - mmdet - INFO - Epoch [9][1100/7330] lr: 4.612e-06, eta: 3 days, 18:30:17, time: 1.638, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1709, s0.acc: 94.1951, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2379, s1.loss_cls: 0.0814, s1.acc: 94.3698, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1155, s2.loss_cls: 0.0398, s2.acc: 94.3512, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0539, loss: 1.1345 +2024-03-10 12:12:40,180 - mmdet - INFO - Epoch [9][1150/7330] lr: 4.612e-06, eta: 3 days, 18:28:54, time: 1.579, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1602, s0.acc: 94.6001, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2350, s1.loss_cls: 0.0757, s1.acc: 94.7424, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1152, s2.loss_cls: 0.0371, s2.acc: 94.7861, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0544, loss: 1.0913 +2024-03-10 12:14:00,845 - mmdet - INFO - Epoch [9][1200/7330] lr: 4.612e-06, eta: 3 days, 18:27:37, time: 1.613, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1715, s0.acc: 94.1375, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2373, s1.loss_cls: 0.0817, s1.acc: 94.3136, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1160, s2.loss_cls: 0.0398, s2.acc: 94.2688, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0544, loss: 1.1377 +2024-03-10 12:15:23,150 - mmdet - INFO - Epoch [9][1250/7330] lr: 4.612e-06, eta: 3 days, 18:26:26, time: 1.646, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1714, s0.acc: 94.3054, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2373, s1.loss_cls: 0.0811, s1.acc: 94.3881, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1156, s2.loss_cls: 0.0398, s2.acc: 94.3390, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0543, loss: 1.1243 +2024-03-10 12:16:41,392 - mmdet - INFO - Epoch [9][1300/7330] lr: 4.612e-06, eta: 3 days, 18:25:01, time: 1.565, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1659, s0.acc: 94.3772, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2363, s1.loss_cls: 0.0793, s1.acc: 94.5192, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1153, s2.loss_cls: 0.0394, s2.acc: 94.4012, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0537, loss: 1.1108 +2024-03-10 12:18:01,852 - mmdet - INFO - Epoch [9][1350/7330] lr: 4.612e-06, eta: 3 days, 18:23:43, time: 1.609, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1645, s0.acc: 94.3638, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2347, s1.loss_cls: 0.0796, s1.acc: 94.5097, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1137, s2.loss_cls: 0.0397, s2.acc: 94.3172, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0535, loss: 1.1172 +2024-03-10 12:19:19,665 - mmdet - INFO - Epoch [9][1400/7330] lr: 4.612e-06, eta: 3 days, 18:22:16, time: 1.556, data_time: 0.107, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1673, s0.acc: 94.2646, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2375, s1.loss_cls: 0.0790, s1.acc: 94.4611, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1157, s2.loss_cls: 0.0386, s2.acc: 94.4996, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0542, loss: 1.1294 +2024-03-10 12:20:40,613 - mmdet - INFO - Epoch [9][1450/7330] lr: 4.612e-06, eta: 3 days, 18:21:01, time: 1.619, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1739, s0.acc: 94.0381, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2372, s1.loss_cls: 0.0821, s1.acc: 94.2616, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1149, s2.loss_cls: 0.0397, s2.acc: 94.3046, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0534, loss: 1.1431 +2024-03-10 12:22:00,730 - mmdet - INFO - Epoch [9][1500/7330] lr: 4.612e-06, eta: 3 days, 18:19:42, time: 1.603, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1705, s0.acc: 94.0154, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2399, s1.loss_cls: 0.0824, s1.acc: 94.1234, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1174, s2.loss_cls: 0.0411, s2.acc: 93.9159, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0549, loss: 1.1691 +2024-03-10 12:23:24,748 - mmdet - INFO - Epoch [9][1550/7330] lr: 4.612e-06, eta: 3 days, 18:18:36, time: 1.680, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1662, s0.acc: 94.3147, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2380, s1.loss_cls: 0.0774, s1.acc: 94.6012, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1160, s2.loss_cls: 0.0383, s2.acc: 94.4541, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0543, loss: 1.1293 +2024-03-10 12:24:44,154 - mmdet - INFO - Epoch [9][1600/7330] lr: 4.612e-06, eta: 3 days, 18:17:15, time: 1.588, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1726, s0.acc: 94.2083, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2409, s1.loss_cls: 0.0828, s1.acc: 94.4460, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1180, s2.loss_cls: 0.0401, s2.acc: 94.3526, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0552, loss: 1.1481 +2024-03-10 12:26:06,935 - mmdet - INFO - Epoch [9][1650/7330] lr: 4.612e-06, eta: 3 days, 18:16:05, time: 1.656, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1726, s0.acc: 94.1387, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2441, s1.loss_cls: 0.0815, s1.acc: 94.3510, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1170, s2.loss_cls: 0.0396, s2.acc: 94.3384, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0548, loss: 1.1533 +2024-03-10 12:27:31,723 - mmdet - INFO - Epoch [9][1700/7330] lr: 4.612e-06, eta: 3 days, 18:15:02, time: 1.696, data_time: 0.209, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1761, s0.acc: 94.1931, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2408, s1.loss_cls: 0.0852, s1.acc: 94.2592, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1184, s2.loss_cls: 0.0419, s2.acc: 94.1710, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0557, loss: 1.1553 +2024-03-10 12:28:52,076 - mmdet - INFO - Epoch [9][1750/7330] lr: 4.612e-06, eta: 3 days, 18:13:44, time: 1.607, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1736, s0.acc: 93.9856, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2393, s1.loss_cls: 0.0824, s1.acc: 94.1880, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1160, s2.loss_cls: 0.0402, s2.acc: 94.0676, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0540, loss: 1.1563 +2024-03-10 12:30:13,325 - mmdet - INFO - Epoch [9][1800/7330] lr: 4.612e-06, eta: 3 days, 18:12:29, time: 1.625, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1700, s0.acc: 94.2139, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2354, s1.loss_cls: 0.0807, s1.acc: 94.3861, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1148, s2.loss_cls: 0.0396, s2.acc: 94.2785, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0542, loss: 1.1313 +2024-03-10 12:31:30,571 - mmdet - INFO - Epoch [9][1850/7330] lr: 4.612e-06, eta: 3 days, 18:11:01, time: 1.545, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1739, s0.acc: 94.0266, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2366, s1.loss_cls: 0.0815, s1.acc: 94.2334, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1155, s2.loss_cls: 0.0399, s2.acc: 94.1651, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0540, loss: 1.1524 +2024-03-10 12:32:51,252 - mmdet - INFO - Epoch [9][1900/7330] lr: 4.612e-06, eta: 3 days, 18:09:44, time: 1.614, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1734, s0.acc: 94.1672, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2338, s1.loss_cls: 0.0825, s1.acc: 94.3209, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1160, s2.loss_cls: 0.0405, s2.acc: 94.2204, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0545, loss: 1.1416 +2024-03-10 12:34:13,559 - mmdet - INFO - Epoch [9][1950/7330] lr: 4.612e-06, eta: 3 days, 18:08:33, time: 1.646, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1755, s0.acc: 94.0457, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2419, s1.loss_cls: 0.0824, s1.acc: 94.2561, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1180, s2.loss_cls: 0.0406, s2.acc: 94.1666, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0551, loss: 1.1524 +2024-03-10 12:35:33,788 - mmdet - INFO - Epoch [9][2000/7330] lr: 4.612e-06, eta: 3 days, 18:07:14, time: 1.605, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1716, s0.acc: 94.3218, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2353, s1.loss_cls: 0.0812, s1.acc: 94.5043, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1146, s2.loss_cls: 0.0404, s2.acc: 94.4080, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0539, loss: 1.1323 +2024-03-10 12:36:52,166 - mmdet - INFO - Epoch [9][2050/7330] lr: 4.612e-06, eta: 3 days, 18:05:49, time: 1.567, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1682, s0.acc: 94.2854, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2369, s1.loss_cls: 0.0790, s1.acc: 94.4439, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1159, s2.loss_cls: 0.0391, s2.acc: 94.3543, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0542, loss: 1.1311 +2024-03-10 12:38:12,419 - mmdet - INFO - Epoch [9][2100/7330] lr: 4.612e-06, eta: 3 days, 18:04:31, time: 1.605, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1741, s0.acc: 94.2109, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2380, s1.loss_cls: 0.0824, s1.acc: 94.3958, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1167, s2.loss_cls: 0.0406, s2.acc: 94.2439, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0541, loss: 1.1469 +2024-03-10 12:39:33,307 - mmdet - INFO - Epoch [9][2150/7330] lr: 4.612e-06, eta: 3 days, 18:03:15, time: 1.617, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1641, s0.acc: 94.4070, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2396, s1.loss_cls: 0.0790, s1.acc: 94.4857, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1175, s2.loss_cls: 0.0392, s2.acc: 94.3596, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0552, loss: 1.1220 +2024-03-10 12:40:57,351 - mmdet - INFO - Epoch [9][2200/7330] lr: 4.612e-06, eta: 3 days, 18:02:09, time: 1.681, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1569, s0.acc: 94.5742, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2302, s1.loss_cls: 0.0755, s1.acc: 94.6665, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1134, s2.loss_cls: 0.0374, s2.acc: 94.5376, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0532, loss: 1.0842 +2024-03-10 12:42:19,356 - mmdet - INFO - Epoch [9][2250/7330] lr: 4.612e-06, eta: 3 days, 18:00:57, time: 1.640, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1700, s0.acc: 94.2664, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2338, s1.loss_cls: 0.0807, s1.acc: 94.4212, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1149, s2.loss_cls: 0.0401, s2.acc: 94.2914, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0536, loss: 1.1285 +2024-03-10 12:43:39,619 - mmdet - INFO - Epoch [9][2300/7330] lr: 4.612e-06, eta: 3 days, 17:59:38, time: 1.605, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1730, s0.acc: 94.0901, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2356, s1.loss_cls: 0.0824, s1.acc: 94.2633, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1150, s2.loss_cls: 0.0406, s2.acc: 94.2080, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0539, loss: 1.1378 +2024-03-10 12:44:54,345 - mmdet - INFO - Epoch [9][2350/7330] lr: 4.612e-06, eta: 3 days, 17:58:02, time: 1.494, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1681, s0.acc: 94.1926, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2364, s1.loss_cls: 0.0804, s1.acc: 94.3398, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1160, s2.loss_cls: 0.0401, s2.acc: 94.1872, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0544, loss: 1.1382 +2024-03-10 12:46:12,662 - mmdet - INFO - Epoch [9][2400/7330] lr: 4.612e-06, eta: 3 days, 17:56:37, time: 1.566, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1625, s0.acc: 94.4653, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2332, s1.loss_cls: 0.0760, s1.acc: 94.6559, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1142, s2.loss_cls: 0.0372, s2.acc: 94.6500, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0535, loss: 1.1011 +2024-03-10 12:47:38,368 - mmdet - INFO - Epoch [9][2450/7330] lr: 4.612e-06, eta: 3 days, 17:55:36, time: 1.714, data_time: 0.214, memory: 23149, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1779, s0.acc: 93.9509, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2343, s1.loss_cls: 0.0836, s1.acc: 94.1300, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1158, s2.loss_cls: 0.0412, s2.acc: 94.0700, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0545, loss: 1.1561 +2024-03-10 12:49:03,589 - mmdet - INFO - Epoch [9][2500/7330] lr: 4.612e-06, eta: 3 days, 17:54:35, time: 1.704, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1728, s0.acc: 94.2437, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2360, s1.loss_cls: 0.0825, s1.acc: 94.4291, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1150, s2.loss_cls: 0.0407, s2.acc: 94.3092, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0543, loss: 1.1406 +2024-03-10 12:50:29,249 - mmdet - INFO - Epoch [9][2550/7330] lr: 4.612e-06, eta: 3 days, 17:53:34, time: 1.713, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1773, s0.acc: 94.1653, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2352, s1.loss_cls: 0.0833, s1.acc: 94.3604, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1147, s2.loss_cls: 0.0408, s2.acc: 94.3122, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0538, loss: 1.1401 +2024-03-10 12:51:51,603 - mmdet - INFO - Epoch [9][2600/7330] lr: 4.612e-06, eta: 3 days, 17:52:23, time: 1.647, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1766, s0.acc: 93.9355, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2407, s1.loss_cls: 0.0843, s1.acc: 94.0495, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1179, s2.loss_cls: 0.0419, s2.acc: 93.8748, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0551, loss: 1.1738 +2024-03-10 12:53:11,281 - mmdet - INFO - Epoch [9][2650/7330] lr: 4.612e-06, eta: 3 days, 17:51:02, time: 1.594, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1758, s0.acc: 94.1262, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2337, s1.loss_cls: 0.0831, s1.acc: 94.3525, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1140, s2.loss_cls: 0.0405, s2.acc: 94.3229, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0530, loss: 1.1405 +2024-03-10 12:54:27,612 - mmdet - INFO - Epoch [9][2700/7330] lr: 4.612e-06, eta: 3 days, 17:49:31, time: 1.527, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1744, s0.acc: 94.1519, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2373, s1.loss_cls: 0.0832, s1.acc: 94.3052, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1169, s2.loss_cls: 0.0407, s2.acc: 94.2321, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0548, loss: 1.1411 +2024-03-10 12:55:50,649 - mmdet - INFO - Epoch [9][2750/7330] lr: 4.612e-06, eta: 3 days, 17:48:22, time: 1.661, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1735, s0.acc: 94.0173, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2379, s1.loss_cls: 0.0826, s1.acc: 94.1828, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1159, s2.loss_cls: 0.0412, s2.acc: 93.9760, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0545, loss: 1.1515 +2024-03-10 12:57:10,879 - mmdet - INFO - Epoch [9][2800/7330] lr: 4.612e-06, eta: 3 days, 17:47:03, time: 1.604, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1733, s0.acc: 94.1621, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2391, s1.loss_cls: 0.0830, s1.acc: 94.3066, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1176, s2.loss_cls: 0.0416, s2.acc: 94.1873, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0550, loss: 1.1506 +2024-03-10 12:58:30,821 - mmdet - INFO - Epoch [9][2850/7330] lr: 4.612e-06, eta: 3 days, 17:45:44, time: 1.599, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1753, s0.acc: 93.9712, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2363, s1.loss_cls: 0.0837, s1.acc: 94.0445, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1156, s2.loss_cls: 0.0418, s2.acc: 93.8796, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0545, loss: 1.1572 +2024-03-10 12:59:48,916 - mmdet - INFO - Epoch [9][2900/7330] lr: 4.612e-06, eta: 3 days, 17:44:18, time: 1.562, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1718, s0.acc: 94.0308, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2389, s1.loss_cls: 0.0810, s1.acc: 94.2791, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1166, s2.loss_cls: 0.0403, s2.acc: 94.1516, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0545, loss: 1.1459 +2024-03-10 13:01:12,284 - mmdet - INFO - Epoch [9][2950/7330] lr: 4.612e-06, eta: 3 days, 17:43:10, time: 1.667, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1692, s0.acc: 94.0876, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2411, s1.loss_cls: 0.0812, s1.acc: 94.2333, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1178, s2.loss_cls: 0.0401, s2.acc: 94.1373, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0550, loss: 1.1405 +2024-03-10 13:02:32,325 - mmdet - INFO - Epoch [9][3000/7330] lr: 4.612e-06, eta: 3 days, 17:41:51, time: 1.601, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1671, s0.acc: 94.2710, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2355, s1.loss_cls: 0.0800, s1.acc: 94.4340, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1153, s2.loss_cls: 0.0395, s2.acc: 94.2503, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0541, loss: 1.1370 +2024-03-10 13:03:56,172 - mmdet - INFO - Epoch [9][3050/7330] lr: 4.612e-06, eta: 3 days, 17:40:44, time: 1.677, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1708, s0.acc: 94.1060, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2451, s1.loss_cls: 0.0814, s1.acc: 94.1784, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1189, s2.loss_cls: 0.0403, s2.acc: 94.0880, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0554, loss: 1.1570 +2024-03-10 13:05:13,276 - mmdet - INFO - Epoch [9][3100/7330] lr: 4.612e-06, eta: 3 days, 17:39:15, time: 1.542, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1731, s0.acc: 94.1626, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2380, s1.loss_cls: 0.0823, s1.acc: 94.3145, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1161, s2.loss_cls: 0.0407, s2.acc: 94.1760, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0543, loss: 1.1413 +2024-03-10 13:06:35,666 - mmdet - INFO - Epoch [9][3150/7330] lr: 4.612e-06, eta: 3 days, 17:38:04, time: 1.648, data_time: 0.251, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1650, s0.acc: 94.4258, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2317, s1.loss_cls: 0.0776, s1.acc: 94.5760, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1128, s2.loss_cls: 0.0388, s2.acc: 94.4563, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0532, loss: 1.1039 +2024-03-10 13:07:55,081 - mmdet - INFO - Epoch [9][3200/7330] lr: 4.612e-06, eta: 3 days, 17:36:43, time: 1.588, data_time: 0.202, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1654, s0.acc: 94.3098, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2356, s1.loss_cls: 0.0775, s1.acc: 94.5229, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1151, s2.loss_cls: 0.0382, s2.acc: 94.4792, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0539, loss: 1.1249 +2024-03-10 13:09:13,173 - mmdet - INFO - Epoch [9][3250/7330] lr: 4.612e-06, eta: 3 days, 17:35:17, time: 1.562, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1679, s0.acc: 94.3000, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2363, s1.loss_cls: 0.0795, s1.acc: 94.4392, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1158, s2.loss_cls: 0.0389, s2.acc: 94.4397, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0545, loss: 1.1178 +2024-03-10 13:10:33,129 - mmdet - INFO - Epoch [9][3300/7330] lr: 4.612e-06, eta: 3 days, 17:33:58, time: 1.599, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1675, s0.acc: 94.3044, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2345, s1.loss_cls: 0.0805, s1.acc: 94.4329, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1140, s2.loss_cls: 0.0399, s2.acc: 94.3319, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0534, loss: 1.1182 +2024-03-10 13:11:53,984 - mmdet - INFO - Epoch [9][3350/7330] lr: 4.612e-06, eta: 3 days, 17:32:41, time: 1.617, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1683, s0.acc: 94.2278, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2391, s1.loss_cls: 0.0801, s1.acc: 94.3384, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1169, s2.loss_cls: 0.0400, s2.acc: 94.2426, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0551, loss: 1.1443 +2024-03-10 13:13:11,767 - mmdet - INFO - Epoch [9][3400/7330] lr: 4.612e-06, eta: 3 days, 17:31:15, time: 1.556, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1657, s0.acc: 94.3870, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2323, s1.loss_cls: 0.0791, s1.acc: 94.5256, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1143, s2.loss_cls: 0.0394, s2.acc: 94.3838, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0536, loss: 1.1047 +2024-03-10 13:14:36,493 - mmdet - INFO - Epoch [9][3450/7330] lr: 4.612e-06, eta: 3 days, 17:30:11, time: 1.694, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1774, s0.acc: 94.0698, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2368, s1.loss_cls: 0.0836, s1.acc: 94.2785, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1153, s2.loss_cls: 0.0415, s2.acc: 94.2069, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0537, loss: 1.1522 +2024-03-10 13:15:57,104 - mmdet - INFO - Epoch [9][3500/7330] lr: 4.612e-06, eta: 3 days, 17:28:53, time: 1.612, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1807, s0.acc: 93.8508, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2402, s1.loss_cls: 0.0863, s1.acc: 94.0201, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1186, s2.loss_cls: 0.0424, s2.acc: 93.9345, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0561, loss: 1.1870 +2024-03-10 13:17:20,071 - mmdet - INFO - Epoch [9][3550/7330] lr: 4.612e-06, eta: 3 days, 17:27:44, time: 1.660, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1604, s0.acc: 94.5139, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2322, s1.loss_cls: 0.0755, s1.acc: 94.6955, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1124, s2.loss_cls: 0.0375, s2.acc: 94.6125, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0525, loss: 1.0900 +2024-03-10 13:18:43,363 - mmdet - INFO - Epoch [9][3600/7330] lr: 4.612e-06, eta: 3 days, 17:26:35, time: 1.666, data_time: 0.273, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1707, s0.acc: 94.1296, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2396, s1.loss_cls: 0.0826, s1.acc: 94.2485, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1165, s2.loss_cls: 0.0409, s2.acc: 94.0475, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0546, loss: 1.1519 +2024-03-10 13:20:05,151 - mmdet - INFO - Epoch [9][3650/7330] lr: 4.612e-06, eta: 3 days, 17:25:21, time: 1.636, data_time: 0.206, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1779, s0.acc: 94.0156, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2375, s1.loss_cls: 0.0850, s1.acc: 94.1759, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1158, s2.loss_cls: 0.0411, s2.acc: 94.1628, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1607 +2024-03-10 13:21:23,117 - mmdet - INFO - Epoch [9][3700/7330] lr: 4.612e-06, eta: 3 days, 17:23:55, time: 1.559, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1666, s0.acc: 94.4343, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2367, s1.loss_cls: 0.0786, s1.acc: 94.6446, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1159, s2.loss_cls: 0.0387, s2.acc: 94.5914, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0547, loss: 1.1168 +2024-03-10 13:22:44,035 - mmdet - INFO - Epoch [9][3750/7330] lr: 4.612e-06, eta: 3 days, 17:22:39, time: 1.618, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1636, s0.acc: 94.3667, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2370, s1.loss_cls: 0.0782, s1.acc: 94.4785, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1162, s2.loss_cls: 0.0389, s2.acc: 94.2891, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0541, loss: 1.1106 +2024-03-10 13:24:02,807 - mmdet - INFO - Epoch [9][3800/7330] lr: 4.612e-06, eta: 3 days, 17:21:16, time: 1.575, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1708, s0.acc: 94.1643, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2440, s1.loss_cls: 0.0813, s1.acc: 94.2824, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1190, s2.loss_cls: 0.0401, s2.acc: 94.2290, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0557, loss: 1.1527 +2024-03-10 13:25:21,408 - mmdet - INFO - Epoch [9][3850/7330] lr: 4.612e-06, eta: 3 days, 17:19:52, time: 1.572, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1653, s0.acc: 94.4243, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2391, s1.loss_cls: 0.0783, s1.acc: 94.6760, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1165, s2.loss_cls: 0.0386, s2.acc: 94.4925, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0547, loss: 1.1213 +2024-03-10 13:26:42,400 - mmdet - INFO - Epoch [9][3900/7330] lr: 4.612e-06, eta: 3 days, 17:18:36, time: 1.619, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1726, s0.acc: 94.1965, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2433, s1.loss_cls: 0.0815, s1.acc: 94.3815, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1181, s2.loss_cls: 0.0404, s2.acc: 94.2089, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0551, loss: 1.1468 +2024-03-10 13:28:02,880 - mmdet - INFO - Epoch [9][3950/7330] lr: 4.612e-06, eta: 3 days, 17:17:18, time: 1.610, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1708, s0.acc: 94.1812, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2431, s1.loss_cls: 0.0815, s1.acc: 94.2868, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1175, s2.loss_cls: 0.0398, s2.acc: 94.2842, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0546, loss: 1.1497 +2024-03-10 13:29:23,140 - mmdet - INFO - Epoch [9][4000/7330] lr: 4.612e-06, eta: 3 days, 17:15:59, time: 1.605, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1656, s0.acc: 94.3127, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2367, s1.loss_cls: 0.0791, s1.acc: 94.4093, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1157, s2.loss_cls: 0.0393, s2.acc: 94.2452, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0541, loss: 1.1160 +2024-03-10 13:30:48,858 - mmdet - INFO - Epoch [9][4050/7330] lr: 4.612e-06, eta: 3 days, 17:14:58, time: 1.714, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1716, s0.acc: 94.2334, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2368, s1.loss_cls: 0.0817, s1.acc: 94.3592, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1166, s2.loss_cls: 0.0404, s2.acc: 94.2282, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0548, loss: 1.1370 +2024-03-10 13:32:08,921 - mmdet - INFO - Epoch [9][4100/7330] lr: 4.612e-06, eta: 3 days, 17:13:39, time: 1.601, data_time: 0.121, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1663, s0.acc: 94.3191, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2418, s1.loss_cls: 0.0792, s1.acc: 94.4832, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1176, s2.loss_cls: 0.0386, s2.acc: 94.4434, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0552, loss: 1.1260 +2024-03-10 13:33:31,867 - mmdet - INFO - Epoch [9][4150/7330] lr: 4.612e-06, eta: 3 days, 17:12:29, time: 1.659, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1679, s0.acc: 94.2576, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2390, s1.loss_cls: 0.0802, s1.acc: 94.4002, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1167, s2.loss_cls: 0.0398, s2.acc: 94.2822, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0544, loss: 1.1299 +2024-03-10 13:34:51,083 - mmdet - INFO - Epoch [9][4200/7330] lr: 4.612e-06, eta: 3 days, 17:11:07, time: 1.584, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1709, s0.acc: 94.2571, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2348, s1.loss_cls: 0.0815, s1.acc: 94.3992, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1141, s2.loss_cls: 0.0400, s2.acc: 94.3497, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0535, loss: 1.1141 +2024-03-10 13:36:13,096 - mmdet - INFO - Epoch [9][4250/7330] lr: 4.612e-06, eta: 3 days, 17:09:54, time: 1.640, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1731, s0.acc: 94.0464, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2366, s1.loss_cls: 0.0832, s1.acc: 94.0853, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1165, s2.loss_cls: 0.0410, s2.acc: 94.0796, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0546, loss: 1.1383 +2024-03-10 13:37:31,192 - mmdet - INFO - Epoch [9][4300/7330] lr: 4.612e-06, eta: 3 days, 17:08:29, time: 1.562, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1694, s0.acc: 94.4070, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2364, s1.loss_cls: 0.0802, s1.acc: 94.5235, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1142, s2.loss_cls: 0.0396, s2.acc: 94.4457, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0537, loss: 1.1082 +2024-03-10 13:38:55,782 - mmdet - INFO - Epoch [9][4350/7330] lr: 4.612e-06, eta: 3 days, 17:07:24, time: 1.692, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1686, s0.acc: 94.2373, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2401, s1.loss_cls: 0.0802, s1.acc: 94.4696, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1173, s2.loss_cls: 0.0400, s2.acc: 94.2887, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0551, loss: 1.1391 +2024-03-10 13:40:14,985 - mmdet - INFO - Epoch [9][4400/7330] lr: 4.612e-06, eta: 3 days, 17:06:02, time: 1.584, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1708, s0.acc: 94.2576, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2331, s1.loss_cls: 0.0809, s1.acc: 94.4425, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1139, s2.loss_cls: 0.0397, s2.acc: 94.2858, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0529, loss: 1.1276 +2024-03-10 13:41:37,915 - mmdet - INFO - Epoch [9][4450/7330] lr: 4.612e-06, eta: 3 days, 17:04:52, time: 1.659, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1716, s0.acc: 94.0967, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2397, s1.loss_cls: 0.0815, s1.acc: 94.2796, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1165, s2.loss_cls: 0.0404, s2.acc: 94.1881, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0547, loss: 1.1540 +2024-03-10 13:42:53,925 - mmdet - INFO - Epoch [9][4500/7330] lr: 4.612e-06, eta: 3 days, 17:03:20, time: 1.520, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1735, s0.acc: 94.1104, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2387, s1.loss_cls: 0.0833, s1.acc: 94.2204, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1170, s2.loss_cls: 0.0409, s2.acc: 94.1494, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0546, loss: 1.1483 +2024-03-10 13:44:16,417 - mmdet - INFO - Epoch [9][4550/7330] lr: 4.612e-06, eta: 3 days, 17:02:09, time: 1.650, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1729, s0.acc: 94.1018, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2383, s1.loss_cls: 0.0834, s1.acc: 94.2270, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1156, s2.loss_cls: 0.0410, s2.acc: 94.1655, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0543, loss: 1.1416 +2024-03-10 13:45:40,825 - mmdet - INFO - Epoch [9][4600/7330] lr: 4.612e-06, eta: 3 days, 17:01:03, time: 1.688, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1731, s0.acc: 94.0554, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2463, s1.loss_cls: 0.0819, s1.acc: 94.2150, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1200, s2.loss_cls: 0.0409, s2.acc: 94.1861, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0558, loss: 1.1695 +2024-03-10 13:47:02,926 - mmdet - INFO - Epoch [9][4650/7330] lr: 4.612e-06, eta: 3 days, 16:59:51, time: 1.642, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1730, s0.acc: 94.1877, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2455, s1.loss_cls: 0.0811, s1.acc: 94.5171, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1194, s2.loss_cls: 0.0401, s2.acc: 94.4648, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0559, loss: 1.1581 +2024-03-10 13:48:25,560 - mmdet - INFO - Epoch [9][4700/7330] lr: 4.612e-06, eta: 3 days, 16:58:39, time: 1.653, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1679, s0.acc: 94.3274, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2299, s1.loss_cls: 0.0801, s1.acc: 94.4940, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1128, s2.loss_cls: 0.0393, s2.acc: 94.4336, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0531, loss: 1.1097 +2024-03-10 13:49:46,474 - mmdet - INFO - Epoch [9][4750/7330] lr: 4.612e-06, eta: 3 days, 16:57:23, time: 1.618, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1669, s0.acc: 94.3188, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2326, s1.loss_cls: 0.0800, s1.acc: 94.3985, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1147, s2.loss_cls: 0.0390, s2.acc: 94.3388, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0539, loss: 1.1104 +2024-03-10 13:51:12,442 - mmdet - INFO - Epoch [9][4800/7330] lr: 4.612e-06, eta: 3 days, 16:56:22, time: 1.719, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1696, s0.acc: 94.1970, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2410, s1.loss_cls: 0.0803, s1.acc: 94.3462, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1187, s2.loss_cls: 0.0400, s2.acc: 94.2487, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0555, loss: 1.1460 +2024-03-10 13:52:34,889 - mmdet - INFO - Epoch [9][4850/7330] lr: 4.612e-06, eta: 3 days, 16:55:11, time: 1.649, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1712, s0.acc: 94.1709, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2364, s1.loss_cls: 0.0815, s1.acc: 94.3740, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1154, s2.loss_cls: 0.0405, s2.acc: 94.1993, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0542, loss: 1.1535 +2024-03-10 13:53:52,322 - mmdet - INFO - Epoch [9][4900/7330] lr: 4.612e-06, eta: 3 days, 16:53:43, time: 1.549, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1770, s0.acc: 94.0325, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2369, s1.loss_cls: 0.0845, s1.acc: 94.1117, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1151, s2.loss_cls: 0.0410, s2.acc: 94.1454, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0544, loss: 1.1460 +2024-03-10 13:55:13,376 - mmdet - INFO - Epoch [9][4950/7330] lr: 4.612e-06, eta: 3 days, 16:52:27, time: 1.621, data_time: 0.119, memory: 23149, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1755, s0.acc: 94.1033, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2406, s1.loss_cls: 0.0827, s1.acc: 94.3026, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1162, s2.loss_cls: 0.0403, s2.acc: 94.2088, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0544, loss: 1.1563 +2024-03-10 13:56:36,503 - mmdet - INFO - Epoch [9][5000/7330] lr: 4.612e-06, eta: 3 days, 16:51:17, time: 1.663, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1737, s0.acc: 94.1289, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2369, s1.loss_cls: 0.0818, s1.acc: 94.3272, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1157, s2.loss_cls: 0.0401, s2.acc: 94.2006, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0545, loss: 1.1444 +2024-03-10 13:57:57,147 - mmdet - INFO - Epoch [9][5050/7330] lr: 4.612e-06, eta: 3 days, 16:50:00, time: 1.613, data_time: 0.211, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1747, s0.acc: 94.1545, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2363, s1.loss_cls: 0.0838, s1.acc: 94.2558, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1156, s2.loss_cls: 0.0406, s2.acc: 94.3055, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0542, loss: 1.1429 +2024-03-10 13:59:16,968 - mmdet - INFO - Epoch [9][5100/7330] lr: 4.612e-06, eta: 3 days, 16:48:40, time: 1.596, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1685, s0.acc: 94.3276, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2354, s1.loss_cls: 0.0803, s1.acc: 94.5748, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1159, s2.loss_cls: 0.0402, s2.acc: 94.4112, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0546, loss: 1.1138 +2024-03-10 14:00:39,404 - mmdet - INFO - Epoch [9][5150/7330] lr: 4.612e-06, eta: 3 days, 16:47:28, time: 1.648, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1801, s0.acc: 93.9048, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2438, s1.loss_cls: 0.0852, s1.acc: 94.1147, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1182, s2.loss_cls: 0.0419, s2.acc: 94.1346, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0554, loss: 1.1750 +2024-03-10 14:01:56,775 - mmdet - INFO - Epoch [9][5200/7330] lr: 4.612e-06, eta: 3 days, 16:46:00, time: 1.548, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1812, s0.acc: 93.9138, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2430, s1.loss_cls: 0.0865, s1.acc: 93.9845, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1184, s2.loss_cls: 0.0417, s2.acc: 94.0769, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0556, loss: 1.1793 +2024-03-10 14:03:17,144 - mmdet - INFO - Epoch [9][5250/7330] lr: 4.612e-06, eta: 3 days, 16:44:42, time: 1.607, data_time: 0.231, memory: 23149, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1667, s0.acc: 94.2666, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2370, s1.loss_cls: 0.0786, s1.acc: 94.4979, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1155, s2.loss_cls: 0.0388, s2.acc: 94.4463, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0540, loss: 1.1242 +2024-03-10 14:04:38,984 - mmdet - INFO - Epoch [9][5300/7330] lr: 4.612e-06, eta: 3 days, 16:43:28, time: 1.637, data_time: 0.206, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1667, s0.acc: 94.2249, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2390, s1.loss_cls: 0.0794, s1.acc: 94.4260, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1159, s2.loss_cls: 0.0392, s2.acc: 94.2278, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0542, loss: 1.1144 +2024-03-10 14:06:00,351 - mmdet - INFO - Epoch [9][5350/7330] lr: 4.612e-06, eta: 3 days, 16:42:13, time: 1.627, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1704, s0.acc: 94.2200, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2404, s1.loss_cls: 0.0806, s1.acc: 94.3247, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1166, s2.loss_cls: 0.0398, s2.acc: 94.3124, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0544, loss: 1.1444 +2024-03-10 14:07:22,766 - mmdet - INFO - Epoch [9][5400/7330] lr: 4.612e-06, eta: 3 days, 16:41:01, time: 1.648, data_time: 0.195, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1589, s0.acc: 94.5508, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2389, s1.loss_cls: 0.0759, s1.acc: 94.6653, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1158, s2.loss_cls: 0.0377, s2.acc: 94.5935, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0542, loss: 1.0977 +2024-03-10 14:08:42,650 - mmdet - INFO - Epoch [9][5450/7330] lr: 4.612e-06, eta: 3 days, 16:39:41, time: 1.598, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1605, s0.acc: 94.6074, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2354, s1.loss_cls: 0.0759, s1.acc: 94.8139, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1142, s2.loss_cls: 0.0379, s2.acc: 94.6107, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0534, loss: 1.0953 +2024-03-10 14:10:04,516 - mmdet - INFO - Epoch [9][5500/7330] lr: 4.612e-06, eta: 3 days, 16:38:27, time: 1.637, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1689, s0.acc: 94.2329, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2405, s1.loss_cls: 0.0795, s1.acc: 94.4632, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1159, s2.loss_cls: 0.0393, s2.acc: 94.3308, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0541, loss: 1.1409 +2024-03-10 14:11:25,756 - mmdet - INFO - Epoch [9][5550/7330] lr: 4.612e-06, eta: 3 days, 16:37:12, time: 1.625, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1694, s0.acc: 94.2368, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2394, s1.loss_cls: 0.0798, s1.acc: 94.3616, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1160, s2.loss_cls: 0.0396, s2.acc: 94.2901, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0542, loss: 1.1340 +2024-03-10 14:12:48,396 - mmdet - INFO - Epoch [9][5600/7330] lr: 4.612e-06, eta: 3 days, 16:36:00, time: 1.653, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1749, s0.acc: 94.1011, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2378, s1.loss_cls: 0.0824, s1.acc: 94.3208, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1164, s2.loss_cls: 0.0404, s2.acc: 94.2482, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0547, loss: 1.1465 +2024-03-10 14:14:07,786 - mmdet - INFO - Epoch [9][5650/7330] lr: 4.612e-06, eta: 3 days, 16:34:39, time: 1.588, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1606, s0.acc: 94.4446, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2358, s1.loss_cls: 0.0759, s1.acc: 94.5453, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1152, s2.loss_cls: 0.0377, s2.acc: 94.4204, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0538, loss: 1.1134 +2024-03-10 14:15:20,851 - mmdet - INFO - Epoch [9][5700/7330] lr: 4.612e-06, eta: 3 days, 16:32:58, time: 1.461, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1682, s0.acc: 94.1731, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2414, s1.loss_cls: 0.0791, s1.acc: 94.3675, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1187, s2.loss_cls: 0.0393, s2.acc: 94.3004, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0554, loss: 1.1438 +2024-03-10 14:16:40,817 - mmdet - INFO - Epoch [9][5750/7330] lr: 4.612e-06, eta: 3 days, 16:31:38, time: 1.599, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1714, s0.acc: 94.2405, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2407, s1.loss_cls: 0.0813, s1.acc: 94.4905, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1178, s2.loss_cls: 0.0405, s2.acc: 94.3984, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0551, loss: 1.1424 +2024-03-10 14:18:00,198 - mmdet - INFO - Epoch [9][5800/7330] lr: 4.612e-06, eta: 3 days, 16:30:17, time: 1.588, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1744, s0.acc: 94.1243, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2394, s1.loss_cls: 0.0833, s1.acc: 94.2712, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1174, s2.loss_cls: 0.0410, s2.acc: 94.2234, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0550, loss: 1.1531 +2024-03-10 14:19:19,672 - mmdet - INFO - Epoch [9][5850/7330] lr: 4.612e-06, eta: 3 days, 16:28:56, time: 1.589, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1727, s0.acc: 94.1030, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2387, s1.loss_cls: 0.0832, s1.acc: 94.1535, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1172, s2.loss_cls: 0.0415, s2.acc: 94.0092, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0551, loss: 1.1523 +2024-03-10 14:20:40,904 - mmdet - INFO - Epoch [9][5900/7330] lr: 4.612e-06, eta: 3 days, 16:27:40, time: 1.625, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1809, s0.acc: 93.8843, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2451, s1.loss_cls: 0.0870, s1.acc: 94.0431, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1189, s2.loss_cls: 0.0427, s2.acc: 93.9862, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0559, loss: 1.1849 +2024-03-10 14:22:03,153 - mmdet - INFO - Epoch [9][5950/7330] lr: 4.612e-06, eta: 3 days, 16:26:28, time: 1.645, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1837, s0.acc: 93.8865, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2375, s1.loss_cls: 0.0887, s1.acc: 93.9732, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1151, s2.loss_cls: 0.0433, s2.acc: 94.0111, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0531, loss: 1.1727 +2024-03-10 14:23:20,367 - mmdet - INFO - Epoch [9][6000/7330] lr: 4.612e-06, eta: 3 days, 16:24:59, time: 1.544, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1750, s0.acc: 94.1982, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2327, s1.loss_cls: 0.0837, s1.acc: 94.3671, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1139, s2.loss_cls: 0.0414, s2.acc: 94.2036, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0533, loss: 1.1267 +2024-03-10 14:24:38,377 - mmdet - INFO - Epoch [9][6050/7330] lr: 4.612e-06, eta: 3 days, 16:23:34, time: 1.560, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1679, s0.acc: 94.3501, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2346, s1.loss_cls: 0.0789, s1.acc: 94.5515, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1143, s2.loss_cls: 0.0390, s2.acc: 94.5264, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0536, loss: 1.1124 +2024-03-10 14:26:00,295 - mmdet - INFO - Epoch [9][6100/7330] lr: 4.612e-06, eta: 3 days, 16:22:20, time: 1.638, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1631, s0.acc: 94.3533, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2386, s1.loss_cls: 0.0782, s1.acc: 94.4114, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1156, s2.loss_cls: 0.0391, s2.acc: 94.3042, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0544, loss: 1.1205 +2024-03-10 14:27:19,720 - mmdet - INFO - Epoch [9][6150/7330] lr: 4.612e-06, eta: 3 days, 16:20:59, time: 1.588, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1727, s0.acc: 94.1704, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2333, s1.loss_cls: 0.0812, s1.acc: 94.3111, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1139, s2.loss_cls: 0.0398, s2.acc: 94.2007, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0529, loss: 1.1365 +2024-03-10 14:28:36,849 - mmdet - INFO - Epoch [9][6200/7330] lr: 4.612e-06, eta: 3 days, 16:19:31, time: 1.542, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1715, s0.acc: 94.0161, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2398, s1.loss_cls: 0.0827, s1.acc: 94.1075, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1177, s2.loss_cls: 0.0408, s2.acc: 94.0277, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0553, loss: 1.1530 +2024-03-10 14:29:54,492 - mmdet - INFO - Epoch [9][6250/7330] lr: 4.612e-06, eta: 3 days, 16:18:04, time: 1.553, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1636, s0.acc: 94.4495, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2327, s1.loss_cls: 0.0774, s1.acc: 94.6268, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1135, s2.loss_cls: 0.0384, s2.acc: 94.5209, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0530, loss: 1.1036 +2024-03-10 14:31:18,692 - mmdet - INFO - Epoch [9][6300/7330] lr: 4.612e-06, eta: 3 days, 16:16:57, time: 1.684, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1885, s0.acc: 93.6099, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2411, s1.loss_cls: 0.0889, s1.acc: 93.7266, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1176, s2.loss_cls: 0.0438, s2.acc: 93.7025, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0551, loss: 1.2059 +2024-03-10 14:32:45,124 - mmdet - INFO - Epoch [9][6350/7330] lr: 4.612e-06, eta: 3 days, 16:15:57, time: 1.729, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1793, s0.acc: 93.8726, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2428, s1.loss_cls: 0.0849, s1.acc: 94.0338, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1186, s2.loss_cls: 0.0415, s2.acc: 94.0163, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0554, loss: 1.1851 +2024-03-10 14:34:07,665 - mmdet - INFO - Epoch [9][6400/7330] lr: 4.612e-06, eta: 3 days, 16:14:46, time: 1.651, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1757, s0.acc: 94.0452, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2390, s1.loss_cls: 0.0832, s1.acc: 94.2634, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1168, s2.loss_cls: 0.0408, s2.acc: 94.1901, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0544, loss: 1.1486 +2024-03-10 14:35:28,659 - mmdet - INFO - Epoch [9][6450/7330] lr: 4.612e-06, eta: 3 days, 16:13:29, time: 1.620, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1828, s0.acc: 93.9253, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2412, s1.loss_cls: 0.0873, s1.acc: 94.0350, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1163, s2.loss_cls: 0.0418, s2.acc: 94.0972, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0546, loss: 1.1828 +2024-03-10 14:36:49,293 - mmdet - INFO - Epoch [9][6500/7330] lr: 4.612e-06, eta: 3 days, 16:12:12, time: 1.613, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1678, s0.acc: 94.3979, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2297, s1.loss_cls: 0.0804, s1.acc: 94.4489, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1119, s2.loss_cls: 0.0404, s2.acc: 94.2663, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0524, loss: 1.1090 +2024-03-10 14:38:10,577 - mmdet - INFO - Epoch [9][6550/7330] lr: 4.612e-06, eta: 3 days, 16:10:56, time: 1.626, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1746, s0.acc: 93.9631, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2373, s1.loss_cls: 0.0833, s1.acc: 94.2180, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1153, s2.loss_cls: 0.0412, s2.acc: 94.0381, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0540, loss: 1.1532 +2024-03-10 14:39:32,383 - mmdet - INFO - Epoch [9][6600/7330] lr: 4.612e-06, eta: 3 days, 16:09:42, time: 1.636, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1832, s0.acc: 93.7788, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2343, s1.loss_cls: 0.0877, s1.acc: 93.9792, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1162, s2.loss_cls: 0.0435, s2.acc: 93.7905, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0546, loss: 1.1781 +2024-03-10 14:40:49,827 - mmdet - INFO - Epoch [9][6650/7330] lr: 4.612e-06, eta: 3 days, 16:08:15, time: 1.549, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1720, s0.acc: 94.1426, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2329, s1.loss_cls: 0.0818, s1.acc: 94.2497, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1145, s2.loss_cls: 0.0403, s2.acc: 94.1418, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0536, loss: 1.1253 +2024-03-10 14:42:06,862 - mmdet - INFO - Epoch [9][6700/7330] lr: 4.612e-06, eta: 3 days, 16:06:46, time: 1.541, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1729, s0.acc: 94.2273, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2433, s1.loss_cls: 0.0825, s1.acc: 94.3557, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1179, s2.loss_cls: 0.0402, s2.acc: 94.4159, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0547, loss: 1.1507 +2024-03-10 14:43:29,090 - mmdet - INFO - Epoch [9][6750/7330] lr: 4.612e-06, eta: 3 days, 16:05:33, time: 1.644, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1663, s0.acc: 94.2861, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2402, s1.loss_cls: 0.0780, s1.acc: 94.4388, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1183, s2.loss_cls: 0.0381, s2.acc: 94.3887, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0557, loss: 1.1371 +2024-03-10 14:44:50,452 - mmdet - INFO - Epoch [9][6800/7330] lr: 4.612e-06, eta: 3 days, 16:04:18, time: 1.627, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1609, s0.acc: 94.5349, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2346, s1.loss_cls: 0.0753, s1.acc: 94.7224, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1140, s2.loss_cls: 0.0367, s2.acc: 94.7507, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0538, loss: 1.0979 +2024-03-10 14:46:13,776 - mmdet - INFO - Epoch [9][6850/7330] lr: 4.612e-06, eta: 3 days, 16:03:08, time: 1.666, data_time: 0.206, memory: 23149, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1646, s0.acc: 94.4070, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2329, s1.loss_cls: 0.0782, s1.acc: 94.5075, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1145, s2.loss_cls: 0.0382, s2.acc: 94.5184, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0540, loss: 1.1120 +2024-03-10 14:47:31,367 - mmdet - INFO - Epoch [9][6900/7330] lr: 4.612e-06, eta: 3 days, 16:01:41, time: 1.552, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1715, s0.acc: 94.2839, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2364, s1.loss_cls: 0.0809, s1.acc: 94.4463, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1172, s2.loss_cls: 0.0397, s2.acc: 94.3102, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0550, loss: 1.1358 +2024-03-10 14:48:51,371 - mmdet - INFO - Epoch [9][6950/7330] lr: 4.612e-06, eta: 3 days, 16:00:22, time: 1.600, data_time: 0.240, memory: 23149, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1834, s0.acc: 93.8628, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2370, s1.loss_cls: 0.0863, s1.acc: 94.1181, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1160, s2.loss_cls: 0.0425, s2.acc: 93.9805, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0539, loss: 1.1854 +2024-03-10 14:50:16,089 - mmdet - INFO - Epoch [9][7000/7330] lr: 4.612e-06, eta: 3 days, 15:59:17, time: 1.695, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1775, s0.acc: 93.9463, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2391, s1.loss_cls: 0.0841, s1.acc: 94.0973, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1172, s2.loss_cls: 0.0413, s2.acc: 94.0810, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0549, loss: 1.1693 +2024-03-10 14:51:39,879 - mmdet - INFO - Epoch [9][7050/7330] lr: 4.612e-06, eta: 3 days, 15:58:09, time: 1.676, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1870, s0.acc: 93.7468, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2362, s1.loss_cls: 0.0900, s1.acc: 93.7737, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1164, s2.loss_cls: 0.0447, s2.acc: 93.5570, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0547, loss: 1.1939 +2024-03-10 14:53:00,287 - mmdet - INFO - Epoch [9][7100/7330] lr: 4.612e-06, eta: 3 days, 15:56:50, time: 1.608, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1763, s0.acc: 93.9609, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2422, s1.loss_cls: 0.0840, s1.acc: 94.0929, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1177, s2.loss_cls: 0.0409, s2.acc: 94.1163, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0545, loss: 1.1663 +2024-03-10 14:54:17,843 - mmdet - INFO - Epoch [9][7150/7330] lr: 4.612e-06, eta: 3 days, 15:55:23, time: 1.551, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1818, s0.acc: 93.7744, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2403, s1.loss_cls: 0.0873, s1.acc: 93.8502, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1169, s2.loss_cls: 0.0425, s2.acc: 93.8702, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0549, loss: 1.1819 +2024-03-10 14:55:36,855 - mmdet - INFO - Epoch [9][7200/7330] lr: 4.612e-06, eta: 3 days, 15:54:01, time: 1.580, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1810, s0.acc: 93.9680, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2357, s1.loss_cls: 0.0866, s1.acc: 94.0832, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1149, s2.loss_cls: 0.0422, s2.acc: 94.0084, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0537, loss: 1.1550 +2024-03-10 14:56:57,846 - mmdet - INFO - Epoch [9][7250/7330] lr: 4.612e-06, eta: 3 days, 15:52:44, time: 1.619, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1783, s0.acc: 94.0547, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2358, s1.loss_cls: 0.0859, s1.acc: 94.1384, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1150, s2.loss_cls: 0.0422, s2.acc: 94.1113, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0539, loss: 1.1416 +2024-03-10 14:58:19,616 - mmdet - INFO - Epoch [9][7300/7330] lr: 4.612e-06, eta: 3 days, 15:51:30, time: 1.636, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1697, s0.acc: 94.2427, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2325, s1.loss_cls: 0.0827, s1.acc: 94.3430, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1146, s2.loss_cls: 0.0406, s2.acc: 94.2056, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0538, loss: 1.1221 +2024-03-10 14:59:01,043 - mmdet - INFO - Saving checkpoint at 9 epochs +2024-03-10 15:06:04,967 - mmdet - INFO - Evaluating bbox... +2024-03-10 15:06:41,478 - 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 ] = 0.655 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.512 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.287 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.516 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.611 + 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 ] = 0.417 + 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 ] = 0.761 + +2024-03-10 15:06:41,478 - mmdet - INFO - Evaluating segm... +2024-03-10 15:07:19,733 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.412 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.632 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.447 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.203 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.452 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.587 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.540 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.540 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.540 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.348 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.585 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.691 + +2024-03-10 15:07:20,356 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 15:07:20,358 - mmdet - INFO - Epoch(val) [9][1250] bbox_mAP: 0.4710, bbox_mAP_50: 0.6550, bbox_mAP_75: 0.5120, bbox_mAP_s: 0.2870, bbox_mAP_m: 0.5160, bbox_mAP_l: 0.6110, bbox_mAP_copypaste: 0.471 0.655 0.512 0.287 0.516 0.611, segm_mAP: 0.4120, segm_mAP_50: 0.6320, segm_mAP_75: 0.4470, segm_mAP_s: 0.2030, segm_mAP_m: 0.4520, segm_mAP_l: 0.5870, segm_mAP_copypaste: 0.412 0.632 0.447 0.203 0.452 0.587 +2024-03-10 15:08:47,970 - mmdet - INFO - Epoch [10][50/7330] lr: 4.612e-06, eta: 3 days, 15:47:21, time: 1.751, data_time: 0.268, memory: 23149, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1740, s0.acc: 94.0618, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2343, s1.loss_cls: 0.0827, s1.acc: 94.2137, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1142, s2.loss_cls: 0.0408, s2.acc: 94.0841, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0538, loss: 1.1549 +2024-03-10 15:10:08,445 - mmdet - INFO - Epoch [10][100/7330] lr: 4.612e-06, eta: 3 days, 15:46:03, time: 1.610, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1699, s0.acc: 94.2529, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2346, s1.loss_cls: 0.0794, s1.acc: 94.4632, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1141, s2.loss_cls: 0.0388, s2.acc: 94.4955, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0537, loss: 1.1253 +2024-03-10 15:11:26,807 - mmdet - INFO - Epoch [10][150/7330] lr: 4.612e-06, eta: 3 days, 15:44:39, time: 1.567, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1706, s0.acc: 94.2097, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2297, s1.loss_cls: 0.0808, s1.acc: 94.3925, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1130, s2.loss_cls: 0.0407, s2.acc: 94.1746, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0529, loss: 1.1236 +2024-03-10 15:12:47,785 - mmdet - INFO - Epoch [10][200/7330] lr: 4.612e-06, eta: 3 days, 15:43:22, time: 1.620, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1719, s0.acc: 94.2041, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2350, s1.loss_cls: 0.0816, s1.acc: 94.2960, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1145, s2.loss_cls: 0.0401, s2.acc: 94.2350, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0540, loss: 1.1316 +2024-03-10 15:14:05,855 - mmdet - INFO - Epoch [10][250/7330] lr: 4.612e-06, eta: 3 days, 15:41:57, time: 1.561, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1686, s0.acc: 94.2866, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2332, s1.loss_cls: 0.0804, s1.acc: 94.3993, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1132, s2.loss_cls: 0.0395, s2.acc: 94.3343, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0530, loss: 1.1224 +2024-03-10 15:15:24,146 - mmdet - INFO - Epoch [10][300/7330] lr: 4.612e-06, eta: 3 days, 15:40:33, time: 1.566, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1685, s0.acc: 94.2703, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2353, s1.loss_cls: 0.0796, s1.acc: 94.4369, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1141, s2.loss_cls: 0.0396, s2.acc: 94.2478, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0538, loss: 1.1328 +2024-03-10 15:16:45,049 - mmdet - INFO - Epoch [10][350/7330] lr: 4.612e-06, eta: 3 days, 15:39:16, time: 1.618, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1706, s0.acc: 94.1023, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2429, s1.loss_cls: 0.0820, s1.acc: 94.2285, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1192, s2.loss_cls: 0.0401, s2.acc: 94.2168, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0557, loss: 1.1586 +2024-03-10 15:18:03,592 - mmdet - INFO - Epoch [10][400/7330] lr: 4.612e-06, eta: 3 days, 15:37:52, time: 1.571, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1677, s0.acc: 94.2798, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2381, s1.loss_cls: 0.0794, s1.acc: 94.3968, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1161, s2.loss_cls: 0.0394, s2.acc: 94.4133, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0540, loss: 1.1347 +2024-03-10 15:19:22,346 - mmdet - INFO - Epoch [10][450/7330] lr: 4.612e-06, eta: 3 days, 15:36:29, time: 1.575, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1720, s0.acc: 94.0964, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2372, s1.loss_cls: 0.0832, s1.acc: 94.1267, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1162, s2.loss_cls: 0.0411, s2.acc: 94.0187, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0542, loss: 1.1477 +2024-03-10 15:20:42,055 - mmdet - INFO - Epoch [10][500/7330] lr: 4.612e-06, eta: 3 days, 15:35:08, time: 1.594, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1673, s0.acc: 94.2959, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2326, s1.loss_cls: 0.0795, s1.acc: 94.3904, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1139, s2.loss_cls: 0.0393, s2.acc: 94.3555, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0536, loss: 1.1160 +2024-03-10 15:22:00,524 - mmdet - INFO - Epoch [10][550/7330] lr: 4.612e-06, eta: 3 days, 15:33:44, time: 1.569, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1634, s0.acc: 94.4731, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2337, s1.loss_cls: 0.0780, s1.acc: 94.6036, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1152, s2.loss_cls: 0.0390, s2.acc: 94.4848, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0543, loss: 1.1163 +2024-03-10 15:23:14,827 - mmdet - INFO - Epoch [10][600/7330] lr: 4.612e-06, eta: 3 days, 15:32:08, time: 1.486, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1758, s0.acc: 93.9958, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2380, s1.loss_cls: 0.0837, s1.acc: 94.1325, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1161, s2.loss_cls: 0.0414, s2.acc: 94.0857, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0546, loss: 1.1487 +2024-03-10 15:24:35,749 - mmdet - INFO - Epoch [10][650/7330] lr: 4.612e-06, eta: 3 days, 15:30:51, time: 1.618, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1752, s0.acc: 94.0083, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2354, s1.loss_cls: 0.0837, s1.acc: 94.1868, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1147, s2.loss_cls: 0.0418, s2.acc: 94.0878, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0539, loss: 1.1557 +2024-03-10 15:25:56,991 - mmdet - INFO - Epoch [10][700/7330] lr: 4.612e-06, eta: 3 days, 15:29:36, time: 1.625, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1733, s0.acc: 94.0874, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2407, s1.loss_cls: 0.0834, s1.acc: 94.1627, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1173, s2.loss_cls: 0.0408, s2.acc: 94.1186, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0551, loss: 1.1654 +2024-03-10 15:27:14,012 - mmdet - INFO - Epoch [10][750/7330] lr: 4.612e-06, eta: 3 days, 15:28:07, time: 1.540, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1653, s0.acc: 94.3879, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2306, s1.loss_cls: 0.0780, s1.acc: 94.6088, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1131, s2.loss_cls: 0.0386, s2.acc: 94.4190, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0537, loss: 1.1138 +2024-03-10 15:28:37,717 - mmdet - INFO - Epoch [10][800/7330] lr: 4.612e-06, eta: 3 days, 15:26:59, time: 1.674, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1720, s0.acc: 94.0850, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2380, s1.loss_cls: 0.0812, s1.acc: 94.2881, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1163, s2.loss_cls: 0.0402, s2.acc: 94.1682, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0548, loss: 1.1545 +2024-03-10 15:29:56,063 - mmdet - INFO - Epoch [10][850/7330] lr: 4.612e-06, eta: 3 days, 15:25:35, time: 1.567, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1747, s0.acc: 94.0847, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2367, s1.loss_cls: 0.0832, s1.acc: 94.2352, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1150, s2.loss_cls: 0.0408, s2.acc: 94.0989, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0539, loss: 1.1429 +2024-03-10 15:31:16,103 - mmdet - INFO - Epoch [10][900/7330] lr: 4.612e-06, eta: 3 days, 15:24:15, time: 1.601, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1775, s0.acc: 93.8411, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2394, s1.loss_cls: 0.0842, s1.acc: 94.0175, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1169, s2.loss_cls: 0.0410, s2.acc: 94.0240, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0545, loss: 1.1662 +2024-03-10 15:32:32,057 - mmdet - INFO - Epoch [10][950/7330] lr: 4.612e-06, eta: 3 days, 15:22:44, time: 1.519, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1664, s0.acc: 94.3113, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2406, s1.loss_cls: 0.0786, s1.acc: 94.4237, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1171, s2.loss_cls: 0.0384, s2.acc: 94.3296, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0545, loss: 1.1251 +2024-03-10 15:33:54,835 - mmdet - INFO - Epoch [10][1000/7330] lr: 4.612e-06, eta: 3 days, 15:21:33, time: 1.655, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1705, s0.acc: 94.2114, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2392, s1.loss_cls: 0.0817, s1.acc: 94.3196, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1167, s2.loss_cls: 0.0403, s2.acc: 94.2468, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0546, loss: 1.1448 +2024-03-10 15:35:12,000 - mmdet - INFO - Epoch [10][1050/7330] lr: 4.612e-06, eta: 3 days, 15:20:05, time: 1.543, data_time: 0.117, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1758, s0.acc: 94.0906, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2358, s1.loss_cls: 0.0852, s1.acc: 94.0910, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1138, s2.loss_cls: 0.0417, s2.acc: 94.0046, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0530, loss: 1.1430 +2024-03-10 15:36:29,349 - mmdet - INFO - Epoch [10][1100/7330] lr: 4.612e-06, eta: 3 days, 15:18:38, time: 1.547, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1677, s0.acc: 94.2268, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2341, s1.loss_cls: 0.0810, s1.acc: 94.2964, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1139, s2.loss_cls: 0.0400, s2.acc: 94.1502, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0536, loss: 1.1237 +2024-03-10 15:37:52,585 - mmdet - INFO - Epoch [10][1150/7330] lr: 4.612e-06, eta: 3 days, 15:17:28, time: 1.665, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1665, s0.acc: 94.3381, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2344, s1.loss_cls: 0.0787, s1.acc: 94.5213, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1157, s2.loss_cls: 0.0391, s2.acc: 94.4101, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0543, loss: 1.1244 +2024-03-10 15:39:13,978 - mmdet - INFO - Epoch [10][1200/7330] lr: 4.612e-06, eta: 3 days, 15:16:12, time: 1.628, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1659, s0.acc: 94.2512, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2336, s1.loss_cls: 0.0794, s1.acc: 94.3482, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1141, s2.loss_cls: 0.0397, s2.acc: 94.1714, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0537, loss: 1.1304 +2024-03-10 15:40:32,331 - mmdet - INFO - Epoch [10][1250/7330] lr: 4.612e-06, eta: 3 days, 15:14:48, time: 1.567, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1765, s0.acc: 93.9158, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2329, s1.loss_cls: 0.0831, s1.acc: 94.0881, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1140, s2.loss_cls: 0.0411, s2.acc: 94.0378, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0534, loss: 1.1563 +2024-03-10 15:41:52,677 - mmdet - INFO - Epoch [10][1300/7330] lr: 4.612e-06, eta: 3 days, 15:13:30, time: 1.607, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1657, s0.acc: 94.4529, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2329, s1.loss_cls: 0.0784, s1.acc: 94.6125, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1132, s2.loss_cls: 0.0384, s2.acc: 94.5436, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0530, loss: 1.1062 +2024-03-10 15:43:12,431 - mmdet - INFO - Epoch [10][1350/7330] lr: 4.612e-06, eta: 3 days, 15:12:10, time: 1.595, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1744, s0.acc: 94.0271, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2335, s1.loss_cls: 0.0833, s1.acc: 94.1840, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1144, s2.loss_cls: 0.0410, s2.acc: 94.1121, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0537, loss: 1.1457 +2024-03-10 15:44:32,497 - mmdet - INFO - Epoch [10][1400/7330] lr: 4.612e-06, eta: 3 days, 15:10:50, time: 1.601, data_time: 0.249, memory: 23149, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1798, s0.acc: 93.9626, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2353, s1.loss_cls: 0.0846, s1.acc: 94.1657, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1138, s2.loss_cls: 0.0423, s2.acc: 94.0294, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0534, loss: 1.1608 +2024-03-10 15:45:48,659 - mmdet - INFO - Epoch [10][1450/7330] lr: 4.612e-06, eta: 3 days, 15:09:20, time: 1.523, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1729, s0.acc: 94.0708, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2358, s1.loss_cls: 0.0828, s1.acc: 94.2104, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1149, s2.loss_cls: 0.0410, s2.acc: 94.1210, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0541, loss: 1.1399 +2024-03-10 15:47:06,396 - mmdet - INFO - Epoch [10][1500/7330] lr: 4.612e-06, eta: 3 days, 15:07:54, time: 1.555, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1696, s0.acc: 94.1470, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2317, s1.loss_cls: 0.0798, s1.acc: 94.3894, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1137, s2.loss_cls: 0.0396, s2.acc: 94.3205, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0532, loss: 1.1306 +2024-03-10 15:48:28,374 - mmdet - INFO - Epoch [10][1550/7330] lr: 4.612e-06, eta: 3 days, 15:06:40, time: 1.639, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1679, s0.acc: 94.3003, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2305, s1.loss_cls: 0.0798, s1.acc: 94.4453, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1139, s2.loss_cls: 0.0391, s2.acc: 94.3973, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0536, loss: 1.1115 +2024-03-10 15:49:48,653 - mmdet - INFO - Epoch [10][1600/7330] lr: 4.612e-06, eta: 3 days, 15:05:21, time: 1.606, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1629, s0.acc: 94.3562, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2393, s1.loss_cls: 0.0779, s1.acc: 94.4488, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1163, s2.loss_cls: 0.0385, s2.acc: 94.4225, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0543, loss: 1.1129 +2024-03-10 15:51:05,442 - mmdet - INFO - Epoch [10][1650/7330] lr: 4.612e-06, eta: 3 days, 15:03:53, time: 1.536, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1679, s0.acc: 94.1353, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2368, s1.loss_cls: 0.0796, s1.acc: 94.3279, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1152, s2.loss_cls: 0.0393, s2.acc: 94.2208, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0543, loss: 1.1289 +2024-03-10 15:52:25,471 - mmdet - INFO - Epoch [10][1700/7330] lr: 4.612e-06, eta: 3 days, 15:02:33, time: 1.601, data_time: 0.210, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1686, s0.acc: 94.2229, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2344, s1.loss_cls: 0.0817, s1.acc: 94.2576, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1145, s2.loss_cls: 0.0409, s2.acc: 94.0979, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0537, loss: 1.1229 +2024-03-10 15:53:46,273 - mmdet - INFO - Epoch [10][1750/7330] lr: 4.612e-06, eta: 3 days, 15:01:16, time: 1.616, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1713, s0.acc: 94.0676, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2370, s1.loss_cls: 0.0817, s1.acc: 94.1859, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1141, s2.loss_cls: 0.0400, s2.acc: 94.1374, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0532, loss: 1.1550 +2024-03-10 15:55:08,563 - mmdet - INFO - Epoch [10][1800/7330] lr: 4.612e-06, eta: 3 days, 15:00:03, time: 1.646, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1705, s0.acc: 94.2273, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2336, s1.loss_cls: 0.0813, s1.acc: 94.3372, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1136, s2.loss_cls: 0.0399, s2.acc: 94.3703, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0531, loss: 1.1337 +2024-03-10 15:56:23,240 - mmdet - INFO - Epoch [10][1850/7330] lr: 4.612e-06, eta: 3 days, 14:58:29, time: 1.494, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1628, s0.acc: 94.2935, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2345, s1.loss_cls: 0.0790, s1.acc: 94.3747, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1140, s2.loss_cls: 0.0391, s2.acc: 94.2996, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0532, loss: 1.1077 +2024-03-10 15:57:42,079 - mmdet - INFO - Epoch [10][1900/7330] lr: 4.612e-06, eta: 3 days, 14:57:06, time: 1.577, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1710, s0.acc: 94.3076, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2403, s1.loss_cls: 0.0822, s1.acc: 94.3697, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1166, s2.loss_cls: 0.0402, s2.acc: 94.3587, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0545, loss: 1.1434 +2024-03-10 15:59:03,108 - mmdet - INFO - Epoch [10][1950/7330] lr: 4.612e-06, eta: 3 days, 14:55:49, time: 1.620, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1674, s0.acc: 94.2354, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2352, s1.loss_cls: 0.0792, s1.acc: 94.4455, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1153, s2.loss_cls: 0.0390, s2.acc: 94.3218, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0537, loss: 1.1279 +2024-03-10 16:00:24,270 - mmdet - INFO - Epoch [10][2000/7330] lr: 4.612e-06, eta: 3 days, 14:54:33, time: 1.624, data_time: 0.203, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1648, s0.acc: 94.3723, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2314, s1.loss_cls: 0.0790, s1.acc: 94.4547, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1142, s2.loss_cls: 0.0390, s2.acc: 94.3862, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0537, loss: 1.1140 +2024-03-10 16:01:43,825 - mmdet - INFO - Epoch [10][2050/7330] lr: 4.612e-06, eta: 3 days, 14:53:13, time: 1.591, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1701, s0.acc: 94.1001, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2398, s1.loss_cls: 0.0811, s1.acc: 94.2506, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1159, s2.loss_cls: 0.0400, s2.acc: 94.1920, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0538, loss: 1.1485 +2024-03-10 16:03:03,226 - mmdet - INFO - Epoch [10][2100/7330] lr: 4.612e-06, eta: 3 days, 14:51:51, time: 1.588, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1759, s0.acc: 94.0356, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2326, s1.loss_cls: 0.0836, s1.acc: 94.1417, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1143, s2.loss_cls: 0.0412, s2.acc: 94.2291, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0536, loss: 1.1449 +2024-03-10 16:04:21,970 - mmdet - INFO - Epoch [10][2150/7330] lr: 4.612e-06, eta: 3 days, 14:50:28, time: 1.575, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1639, s0.acc: 94.3938, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2366, s1.loss_cls: 0.0785, s1.acc: 94.4976, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1158, s2.loss_cls: 0.0390, s2.acc: 94.3752, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0550, loss: 1.1077 +2024-03-10 16:05:41,533 - mmdet - INFO - Epoch [10][2200/7330] lr: 4.612e-06, eta: 3 days, 14:49:08, time: 1.592, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1737, s0.acc: 93.9912, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2371, s1.loss_cls: 0.0823, s1.acc: 94.1782, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1163, s2.loss_cls: 0.0410, s2.acc: 94.0545, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0543, loss: 1.1523 +2024-03-10 16:07:04,127 - mmdet - INFO - Epoch [10][2250/7330] lr: 4.612e-06, eta: 3 days, 14:47:56, time: 1.652, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1740, s0.acc: 93.9294, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2414, s1.loss_cls: 0.0831, s1.acc: 94.1121, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1180, s2.loss_cls: 0.0410, s2.acc: 94.0108, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0550, loss: 1.1668 +2024-03-10 16:08:24,973 - mmdet - INFO - Epoch [10][2300/7330] lr: 4.612e-06, eta: 3 days, 14:46:39, time: 1.616, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1780, s0.acc: 93.9207, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2381, s1.loss_cls: 0.0840, s1.acc: 94.1114, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1156, s2.loss_cls: 0.0416, s2.acc: 93.9938, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0543, loss: 1.1696 +2024-03-10 16:09:46,117 - mmdet - INFO - Epoch [10][2350/7330] lr: 4.612e-06, eta: 3 days, 14:45:23, time: 1.623, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1690, s0.acc: 94.2627, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2417, s1.loss_cls: 0.0807, s1.acc: 94.3814, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1192, s2.loss_cls: 0.0400, s2.acc: 94.2716, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0561, loss: 1.1414 +2024-03-10 16:11:09,338 - mmdet - INFO - Epoch [10][2400/7330] lr: 4.612e-06, eta: 3 days, 14:44:12, time: 1.664, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1754, s0.acc: 93.9617, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2378, s1.loss_cls: 0.0834, s1.acc: 94.1802, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1154, s2.loss_cls: 0.0410, s2.acc: 94.1919, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0537, loss: 1.1628 +2024-03-10 16:12:32,415 - mmdet - INFO - Epoch [10][2450/7330] lr: 4.612e-06, eta: 3 days, 14:43:02, time: 1.662, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1722, s0.acc: 94.0688, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2381, s1.loss_cls: 0.0822, s1.acc: 94.1756, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1156, s2.loss_cls: 0.0405, s2.acc: 94.0233, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0546, loss: 1.1475 +2024-03-10 16:13:51,247 - mmdet - INFO - Epoch [10][2500/7330] lr: 4.612e-06, eta: 3 days, 14:41:39, time: 1.577, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1696, s0.acc: 94.1707, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2349, s1.loss_cls: 0.0806, s1.acc: 94.2958, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1151, s2.loss_cls: 0.0401, s2.acc: 94.2213, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0536, loss: 1.1287 +2024-03-10 16:15:10,702 - mmdet - INFO - Epoch [10][2550/7330] lr: 4.612e-06, eta: 3 days, 14:40:18, time: 1.589, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1758, s0.acc: 94.0645, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2317, s1.loss_cls: 0.0836, s1.acc: 94.1928, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1142, s2.loss_cls: 0.0412, s2.acc: 94.1571, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0534, loss: 1.1512 +2024-03-10 16:16:31,810 - mmdet - INFO - Epoch [10][2600/7330] lr: 4.612e-06, eta: 3 days, 14:39:02, time: 1.622, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1796, s0.acc: 94.0132, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2324, s1.loss_cls: 0.0859, s1.acc: 94.0892, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1133, s2.loss_cls: 0.0424, s2.acc: 94.0358, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0532, loss: 1.1446 +2024-03-10 16:17:48,317 - mmdet - INFO - Epoch [10][2650/7330] lr: 4.612e-06, eta: 3 days, 14:37:32, time: 1.530, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1732, s0.acc: 94.1133, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2362, s1.loss_cls: 0.0831, s1.acc: 94.1465, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1163, s2.loss_cls: 0.0409, s2.acc: 94.0384, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0546, loss: 1.1531 +2024-03-10 16:19:09,789 - mmdet - INFO - Epoch [10][2700/7330] lr: 4.612e-06, eta: 3 days, 14:36:17, time: 1.629, data_time: 0.207, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1763, s0.acc: 94.0715, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2415, s1.loss_cls: 0.0847, s1.acc: 94.1863, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1160, s2.loss_cls: 0.0416, s2.acc: 94.1689, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0543, loss: 1.1498 +2024-03-10 16:20:28,230 - mmdet - INFO - Epoch [10][2750/7330] lr: 4.612e-06, eta: 3 days, 14:34:53, time: 1.569, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1701, s0.acc: 94.2214, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2362, s1.loss_cls: 0.0812, s1.acc: 94.4128, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1145, s2.loss_cls: 0.0405, s2.acc: 94.2580, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0535, loss: 1.1317 +2024-03-10 16:21:49,458 - mmdet - INFO - Epoch [10][2800/7330] lr: 4.612e-06, eta: 3 days, 14:33:37, time: 1.625, data_time: 0.219, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1664, s0.acc: 94.2786, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2370, s1.loss_cls: 0.0799, s1.acc: 94.3082, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1157, s2.loss_cls: 0.0401, s2.acc: 94.1818, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0544, loss: 1.1307 +2024-03-10 16:23:04,429 - mmdet - INFO - Epoch [10][2850/7330] lr: 4.612e-06, eta: 3 days, 14:32:03, time: 1.499, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1749, s0.acc: 94.0903, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2243, s1.loss_cls: 0.0837, s1.acc: 94.2845, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1102, s2.loss_cls: 0.0417, s2.acc: 94.1734, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0516, loss: 1.1258 +2024-03-10 16:24:23,252 - mmdet - INFO - Epoch [10][2900/7330] lr: 4.612e-06, eta: 3 days, 14:30:41, time: 1.576, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1770, s0.acc: 94.0088, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2316, s1.loss_cls: 0.0843, s1.acc: 94.1346, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1132, s2.loss_cls: 0.0420, s2.acc: 94.0927, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0529, loss: 1.1366 +2024-03-10 16:25:40,136 - mmdet - INFO - Epoch [10][2950/7330] lr: 4.612e-06, eta: 3 days, 14:29:12, time: 1.538, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1781, s0.acc: 93.9329, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2378, s1.loss_cls: 0.0859, s1.acc: 93.9657, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1156, s2.loss_cls: 0.0428, s2.acc: 93.8024, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0542, loss: 1.1540 +2024-03-10 16:26:59,017 - mmdet - INFO - Epoch [10][3000/7330] lr: 4.612e-06, eta: 3 days, 14:27:50, time: 1.577, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1744, s0.acc: 94.0806, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2421, s1.loss_cls: 0.0838, s1.acc: 94.0899, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1180, s2.loss_cls: 0.0414, s2.acc: 94.0121, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0552, loss: 1.1605 +2024-03-10 16:28:19,666 - mmdet - INFO - Epoch [10][3050/7330] lr: 4.612e-06, eta: 3 days, 14:26:32, time: 1.613, data_time: 0.214, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1839, s0.acc: 93.6738, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2392, s1.loss_cls: 0.0893, s1.acc: 93.6983, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1176, s2.loss_cls: 0.0437, s2.acc: 93.6182, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0550, loss: 1.1991 +2024-03-10 16:29:39,714 - mmdet - INFO - Epoch [10][3100/7330] lr: 4.612e-06, eta: 3 days, 14:25:13, time: 1.601, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1679, s0.acc: 94.3262, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2347, s1.loss_cls: 0.0801, s1.acc: 94.4918, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1148, s2.loss_cls: 0.0394, s2.acc: 94.3774, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0534, loss: 1.1167 +2024-03-10 16:31:00,848 - mmdet - INFO - Epoch [10][3150/7330] lr: 4.612e-06, eta: 3 days, 14:23:57, time: 1.623, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1757, s0.acc: 94.0518, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2397, s1.loss_cls: 0.0835, s1.acc: 94.2488, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1164, s2.loss_cls: 0.0408, s2.acc: 94.2240, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0545, loss: 1.1514 +2024-03-10 16:32:17,178 - mmdet - INFO - Epoch [10][3200/7330] lr: 4.612e-06, eta: 3 days, 14:22:27, time: 1.527, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1745, s0.acc: 94.0308, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2328, s1.loss_cls: 0.0845, s1.acc: 94.0478, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1130, s2.loss_cls: 0.0411, s2.acc: 94.0241, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0524, loss: 1.1295 +2024-03-10 16:33:37,718 - mmdet - INFO - Epoch [10][3250/7330] lr: 4.612e-06, eta: 3 days, 14:21:09, time: 1.610, data_time: 0.211, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1708, s0.acc: 94.1477, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2360, s1.loss_cls: 0.0820, s1.acc: 94.1866, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1143, s2.loss_cls: 0.0406, s2.acc: 94.1396, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0540, loss: 1.1388 +2024-03-10 16:34:57,217 - mmdet - INFO - Epoch [10][3300/7330] lr: 4.612e-06, eta: 3 days, 14:19:48, time: 1.590, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1670, s0.acc: 94.2327, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2362, s1.loss_cls: 0.0794, s1.acc: 94.4099, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1168, s2.loss_cls: 0.0394, s2.acc: 94.3219, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0550, loss: 1.1222 +2024-03-10 16:36:13,928 - mmdet - INFO - Epoch [10][3350/7330] lr: 4.612e-06, eta: 3 days, 14:18:19, time: 1.534, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1760, s0.acc: 93.9956, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2296, s1.loss_cls: 0.0852, s1.acc: 94.0719, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1132, s2.loss_cls: 0.0422, s2.acc: 93.9412, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0533, loss: 1.1470 +2024-03-10 16:37:35,603 - mmdet - INFO - Epoch [10][3400/7330] lr: 4.612e-06, eta: 3 days, 14:17:05, time: 1.633, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1697, s0.acc: 94.1570, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2320, s1.loss_cls: 0.0807, s1.acc: 94.2198, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1140, s2.loss_cls: 0.0402, s2.acc: 94.0346, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0535, loss: 1.1272 +2024-03-10 16:38:56,939 - mmdet - INFO - Epoch [10][3450/7330] lr: 4.612e-06, eta: 3 days, 14:15:49, time: 1.627, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1721, s0.acc: 94.1731, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2347, s1.loss_cls: 0.0809, s1.acc: 94.2627, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1149, s2.loss_cls: 0.0400, s2.acc: 94.1670, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0539, loss: 1.1387 +2024-03-10 16:40:18,949 - mmdet - INFO - Epoch [10][3500/7330] lr: 4.612e-06, eta: 3 days, 14:14:35, time: 1.640, data_time: 0.220, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1745, s0.acc: 94.0269, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2380, s1.loss_cls: 0.0837, s1.acc: 94.1273, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1163, s2.loss_cls: 0.0417, s2.acc: 94.0436, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0543, loss: 1.1557 +2024-03-10 16:41:39,446 - mmdet - INFO - Epoch [10][3550/7330] lr: 4.612e-06, eta: 3 days, 14:13:17, time: 1.610, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1736, s0.acc: 94.1863, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2358, s1.loss_cls: 0.0840, s1.acc: 94.3188, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1161, s2.loss_cls: 0.0416, s2.acc: 94.1161, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0547, loss: 1.1325 +2024-03-10 16:42:57,575 - mmdet - INFO - Epoch [10][3600/7330] lr: 4.612e-06, eta: 3 days, 14:11:53, time: 1.563, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1739, s0.acc: 94.1631, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2374, s1.loss_cls: 0.0829, s1.acc: 94.2127, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1155, s2.loss_cls: 0.0409, s2.acc: 94.2645, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0544, loss: 1.1358 +2024-03-10 16:44:13,348 - mmdet - INFO - Epoch [10][3650/7330] lr: 4.612e-06, eta: 3 days, 14:10:21, time: 1.515, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1762, s0.acc: 94.1689, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2341, s1.loss_cls: 0.0839, s1.acc: 94.3638, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1146, s2.loss_cls: 0.0419, s2.acc: 94.1490, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0532, loss: 1.1343 +2024-03-10 16:45:31,435 - mmdet - INFO - Epoch [10][3700/7330] lr: 4.612e-06, eta: 3 days, 14:08:57, time: 1.562, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1636, s0.acc: 94.3713, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2395, s1.loss_cls: 0.0791, s1.acc: 94.3914, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1162, s2.loss_cls: 0.0395, s2.acc: 94.2200, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0542, loss: 1.1200 +2024-03-10 16:46:51,971 - mmdet - INFO - Epoch [10][3750/7330] lr: 4.612e-06, eta: 3 days, 14:07:39, time: 1.611, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1703, s0.acc: 94.1738, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2329, s1.loss_cls: 0.0826, s1.acc: 94.2580, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1136, s2.loss_cls: 0.0410, s2.acc: 94.1723, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0531, loss: 1.1285 +2024-03-10 16:48:12,366 - mmdet - INFO - Epoch [10][3800/7330] lr: 4.612e-06, eta: 3 days, 14:06:20, time: 1.608, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1736, s0.acc: 94.0513, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2370, s1.loss_cls: 0.0832, s1.acc: 94.1877, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1165, s2.loss_cls: 0.0414, s2.acc: 94.0681, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0549, loss: 1.1623 +2024-03-10 16:49:31,629 - mmdet - INFO - Epoch [10][3850/7330] lr: 4.612e-06, eta: 3 days, 14:04:59, time: 1.585, data_time: 0.232, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1808, s0.acc: 93.9175, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2387, s1.loss_cls: 0.0860, s1.acc: 93.9606, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1162, s2.loss_cls: 0.0425, s2.acc: 93.9435, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0550, loss: 1.1744 +2024-03-10 16:50:48,639 - mmdet - INFO - Epoch [10][3900/7330] lr: 4.612e-06, eta: 3 days, 14:03:31, time: 1.540, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1725, s0.acc: 94.1589, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2388, s1.loss_cls: 0.0828, s1.acc: 94.2869, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1163, s2.loss_cls: 0.0407, s2.acc: 94.2661, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0545, loss: 1.1390 +2024-03-10 16:52:06,292 - mmdet - INFO - Epoch [10][3950/7330] lr: 4.612e-06, eta: 3 days, 14:02:05, time: 1.553, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1797, s0.acc: 93.8018, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2345, s1.loss_cls: 0.0865, s1.acc: 93.8519, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1132, s2.loss_cls: 0.0423, s2.acc: 93.8087, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0531, loss: 1.1640 +2024-03-10 16:53:25,860 - mmdet - INFO - Epoch [10][4000/7330] lr: 4.612e-06, eta: 3 days, 14:00:45, time: 1.591, data_time: 0.202, memory: 23149, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1843, s0.acc: 93.7676, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2349, s1.loss_cls: 0.0884, s1.acc: 93.8755, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1168, s2.loss_cls: 0.0437, s2.acc: 93.8490, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0552, loss: 1.1797 +2024-03-10 16:54:48,331 - mmdet - INFO - Epoch [10][4050/7330] lr: 4.612e-06, eta: 3 days, 13:59:32, time: 1.649, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1890, s0.acc: 93.5244, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2395, s1.loss_cls: 0.0907, s1.acc: 93.6640, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1161, s2.loss_cls: 0.0450, s2.acc: 93.4939, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0547, loss: 1.2046 +2024-03-10 16:56:11,175 - mmdet - INFO - Epoch [10][4100/7330] lr: 4.612e-06, eta: 3 days, 13:58:20, time: 1.657, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1735, s0.acc: 94.1816, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2354, s1.loss_cls: 0.0835, s1.acc: 94.2696, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1139, s2.loss_cls: 0.0413, s2.acc: 94.1177, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0535, loss: 1.1351 +2024-03-10 16:57:32,131 - mmdet - INFO - Epoch [10][4150/7330] lr: 4.612e-06, eta: 3 days, 13:57:04, time: 1.619, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1694, s0.acc: 94.2307, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2309, s1.loss_cls: 0.0811, s1.acc: 94.3675, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1131, s2.loss_cls: 0.0395, s2.acc: 94.3349, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0533, loss: 1.1260 +2024-03-10 16:58:49,624 - mmdet - INFO - Epoch [10][4200/7330] lr: 4.612e-06, eta: 3 days, 13:55:37, time: 1.550, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1773, s0.acc: 94.0305, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2417, s1.loss_cls: 0.0846, s1.acc: 94.0777, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1176, s2.loss_cls: 0.0414, s2.acc: 93.9854, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0548, loss: 1.1630 +2024-03-10 17:00:10,551 - mmdet - INFO - Epoch [10][4250/7330] lr: 4.612e-06, eta: 3 days, 13:54:21, time: 1.619, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1672, s0.acc: 94.1614, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2368, s1.loss_cls: 0.0806, s1.acc: 94.2832, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1162, s2.loss_cls: 0.0394, s2.acc: 94.2230, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0549, loss: 1.1314 +2024-03-10 17:01:30,476 - mmdet - INFO - Epoch [10][4300/7330] lr: 4.612e-06, eta: 3 days, 13:53:01, time: 1.598, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1768, s0.acc: 93.9543, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2333, s1.loss_cls: 0.0845, s1.acc: 94.0903, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1143, s2.loss_cls: 0.0415, s2.acc: 93.9849, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0536, loss: 1.1436 +2024-03-10 17:02:46,686 - mmdet - INFO - Epoch [10][4350/7330] lr: 4.612e-06, eta: 3 days, 13:51:31, time: 1.525, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1696, s0.acc: 94.2092, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2285, s1.loss_cls: 0.0821, s1.acc: 94.3370, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1125, s2.loss_cls: 0.0408, s2.acc: 94.1313, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0525, loss: 1.1188 +2024-03-10 17:04:09,702 - mmdet - INFO - Epoch [10][4400/7330] lr: 4.612e-06, eta: 3 days, 13:50:20, time: 1.660, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1683, s0.acc: 94.2568, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2313, s1.loss_cls: 0.0800, s1.acc: 94.4933, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1132, s2.loss_cls: 0.0395, s2.acc: 94.3042, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0530, loss: 1.1188 +2024-03-10 17:05:30,470 - mmdet - INFO - Epoch [10][4450/7330] lr: 4.612e-06, eta: 3 days, 13:49:03, time: 1.615, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1726, s0.acc: 94.0627, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2385, s1.loss_cls: 0.0820, s1.acc: 94.2494, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1160, s2.loss_cls: 0.0413, s2.acc: 93.9813, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0544, loss: 1.1465 +2024-03-10 17:06:51,495 - mmdet - INFO - Epoch [10][4500/7330] lr: 4.612e-06, eta: 3 days, 13:47:46, time: 1.620, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1768, s0.acc: 94.0815, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2334, s1.loss_cls: 0.0853, s1.acc: 94.1379, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1142, s2.loss_cls: 0.0421, s2.acc: 94.0088, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0534, loss: 1.1445 +2024-03-10 17:08:13,986 - mmdet - INFO - Epoch [10][4550/7330] lr: 4.612e-06, eta: 3 days, 13:46:33, time: 1.650, data_time: 0.209, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1684, s0.acc: 94.3328, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2325, s1.loss_cls: 0.0803, s1.acc: 94.4412, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1143, s2.loss_cls: 0.0389, s2.acc: 94.5026, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0536, loss: 1.1119 +2024-03-10 17:09:35,341 - mmdet - INFO - Epoch [10][4600/7330] lr: 4.612e-06, eta: 3 days, 13:45:18, time: 1.627, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1829, s0.acc: 93.8440, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2421, s1.loss_cls: 0.0879, s1.acc: 93.9141, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1184, s2.loss_cls: 0.0435, s2.acc: 93.8049, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0553, loss: 1.1971 +2024-03-10 17:10:55,724 - mmdet - INFO - Epoch [10][4650/7330] lr: 4.612e-06, eta: 3 days, 13:43:59, time: 1.608, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1712, s0.acc: 94.2019, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2384, s1.loss_cls: 0.0826, s1.acc: 94.2567, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1159, s2.loss_cls: 0.0406, s2.acc: 94.1882, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0542, loss: 1.1466 +2024-03-10 17:12:11,787 - mmdet - INFO - Epoch [10][4700/7330] lr: 4.612e-06, eta: 3 days, 13:42:29, time: 1.521, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1809, s0.acc: 93.8694, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2378, s1.loss_cls: 0.0863, s1.acc: 93.9684, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1158, s2.loss_cls: 0.0422, s2.acc: 93.9576, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0539, loss: 1.1563 +2024-03-10 17:13:32,987 - mmdet - INFO - Epoch [10][4750/7330] lr: 4.612e-06, eta: 3 days, 13:41:13, time: 1.624, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1663, s0.acc: 94.2356, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2304, s1.loss_cls: 0.0802, s1.acc: 94.3423, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1121, s2.loss_cls: 0.0403, s2.acc: 94.1675, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0527, loss: 1.1185 +2024-03-10 17:14:52,179 - mmdet - INFO - Epoch [10][4800/7330] lr: 4.612e-06, eta: 3 days, 13:39:51, time: 1.584, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1696, s0.acc: 94.3252, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2329, s1.loss_cls: 0.0805, s1.acc: 94.4931, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1143, s2.loss_cls: 0.0402, s2.acc: 94.3239, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0538, loss: 1.1152 +2024-03-10 17:16:14,266 - mmdet - INFO - Epoch [10][4850/7330] lr: 4.612e-06, eta: 3 days, 13:38:37, time: 1.642, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1692, s0.acc: 94.2102, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2373, s1.loss_cls: 0.0818, s1.acc: 94.2584, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1149, s2.loss_cls: 0.0402, s2.acc: 94.2104, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0532, loss: 1.1296 +2024-03-10 17:17:34,334 - mmdet - INFO - Epoch [10][4900/7330] lr: 4.612e-06, eta: 3 days, 13:37:18, time: 1.601, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1680, s0.acc: 94.3562, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2343, s1.loss_cls: 0.0808, s1.acc: 94.5028, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1133, s2.loss_cls: 0.0400, s2.acc: 94.4051, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0531, loss: 1.1193 +2024-03-10 17:18:51,664 - mmdet - INFO - Epoch [10][4950/7330] lr: 4.612e-06, eta: 3 days, 13:35:52, time: 1.547, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1757, s0.acc: 94.0337, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2344, s1.loss_cls: 0.0841, s1.acc: 94.1347, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1145, s2.loss_cls: 0.0417, s2.acc: 94.0170, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0538, loss: 1.1391 +2024-03-10 17:20:10,411 - mmdet - INFO - Epoch [10][5000/7330] lr: 4.612e-06, eta: 3 days, 13:34:29, time: 1.575, data_time: 0.119, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1746, s0.acc: 94.0254, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2437, s1.loss_cls: 0.0850, s1.acc: 94.0896, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1183, s2.loss_cls: 0.0420, s2.acc: 93.8267, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0556, loss: 1.1645 +2024-03-10 17:21:30,191 - mmdet - INFO - Epoch [10][5050/7330] lr: 4.612e-06, eta: 3 days, 13:33:09, time: 1.596, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1688, s0.acc: 94.2124, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2374, s1.loss_cls: 0.0806, s1.acc: 94.4218, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1154, s2.loss_cls: 0.0393, s2.acc: 94.3467, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0536, loss: 1.1272 +2024-03-10 17:22:53,005 - mmdet - INFO - Epoch [10][5100/7330] lr: 4.612e-06, eta: 3 days, 13:31:57, time: 1.656, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1735, s0.acc: 94.0557, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2393, s1.loss_cls: 0.0832, s1.acc: 94.1265, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1167, s2.loss_cls: 0.0414, s2.acc: 93.9346, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0550, loss: 1.1632 +2024-03-10 17:24:13,815 - mmdet - INFO - Epoch [10][5150/7330] lr: 4.612e-06, eta: 3 days, 13:30:40, time: 1.616, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1742, s0.acc: 94.1104, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2314, s1.loss_cls: 0.0831, s1.acc: 94.2602, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1121, s2.loss_cls: 0.0416, s2.acc: 94.0580, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0523, loss: 1.1304 +2024-03-10 17:25:28,970 - mmdet - INFO - Epoch [10][5200/7330] lr: 4.612e-06, eta: 3 days, 13:29:07, time: 1.503, data_time: 0.118, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1645, s0.acc: 94.4194, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2345, s1.loss_cls: 0.0778, s1.acc: 94.5648, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1137, s2.loss_cls: 0.0384, s2.acc: 94.4258, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0535, loss: 1.0981 +2024-03-10 17:26:49,929 - mmdet - INFO - Epoch [10][5250/7330] lr: 4.612e-06, eta: 3 days, 13:27:50, time: 1.619, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1725, s0.acc: 94.1562, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2417, s1.loss_cls: 0.0826, s1.acc: 94.2726, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1164, s2.loss_cls: 0.0406, s2.acc: 94.1403, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0547, loss: 1.1484 +2024-03-10 17:28:12,008 - mmdet - INFO - Epoch [10][5300/7330] lr: 4.612e-06, eta: 3 days, 13:26:36, time: 1.642, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1828, s0.acc: 93.7295, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2398, s1.loss_cls: 0.0884, s1.acc: 93.8090, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1179, s2.loss_cls: 0.0439, s2.acc: 93.6608, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0554, loss: 1.1802 +2024-03-10 17:29:32,236 - mmdet - INFO - Epoch [10][5350/7330] lr: 4.612e-06, eta: 3 days, 13:25:18, time: 1.605, data_time: 0.124, memory: 23149, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1731, s0.acc: 94.0608, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2314, s1.loss_cls: 0.0835, s1.acc: 94.1514, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1133, s2.loss_cls: 0.0417, s2.acc: 94.0267, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0535, loss: 1.1469 +2024-03-10 17:30:51,018 - mmdet - INFO - Epoch [10][5400/7330] lr: 4.612e-06, eta: 3 days, 13:23:55, time: 1.576, data_time: 0.221, memory: 23149, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1729, s0.acc: 94.0391, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2345, s1.loss_cls: 0.0824, s1.acc: 94.2459, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1156, s2.loss_cls: 0.0410, s2.acc: 94.0969, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0546, loss: 1.1516 +2024-03-10 17:32:09,934 - mmdet - INFO - Epoch [10][5450/7330] lr: 4.612e-06, eta: 3 days, 13:22:32, time: 1.578, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1712, s0.acc: 94.2327, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2394, s1.loss_cls: 0.0825, s1.acc: 94.2692, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1169, s2.loss_cls: 0.0406, s2.acc: 94.1711, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0548, loss: 1.1457 +2024-03-10 17:33:32,875 - mmdet - INFO - Epoch [10][5500/7330] lr: 4.612e-06, eta: 3 days, 13:21:21, time: 1.659, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1793, s0.acc: 93.9941, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2393, s1.loss_cls: 0.0852, s1.acc: 94.0969, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1167, s2.loss_cls: 0.0419, s2.acc: 93.9856, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0545, loss: 1.1711 +2024-03-10 17:34:55,328 - mmdet - INFO - Epoch [10][5550/7330] lr: 4.612e-06, eta: 3 days, 13:20:08, time: 1.649, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1697, s0.acc: 94.2078, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2399, s1.loss_cls: 0.0810, s1.acc: 94.3952, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1169, s2.loss_cls: 0.0401, s2.acc: 94.2906, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0547, loss: 1.1465 +2024-03-10 17:36:13,187 - mmdet - INFO - Epoch [10][5600/7330] lr: 4.612e-06, eta: 3 days, 13:18:43, time: 1.557, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1714, s0.acc: 94.1272, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2349, s1.loss_cls: 0.0817, s1.acc: 94.2295, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1148, s2.loss_cls: 0.0405, s2.acc: 94.0761, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0534, loss: 1.1307 +2024-03-10 17:37:30,993 - mmdet - INFO - Epoch [10][5650/7330] lr: 4.612e-06, eta: 3 days, 13:17:17, time: 1.556, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1638, s0.acc: 94.4177, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2381, s1.loss_cls: 0.0784, s1.acc: 94.4458, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1168, s2.loss_cls: 0.0386, s2.acc: 94.3671, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0549, loss: 1.1087 +2024-03-10 17:38:50,929 - mmdet - INFO - Epoch [10][5700/7330] lr: 4.612e-06, eta: 3 days, 13:15:58, time: 1.599, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1738, s0.acc: 94.0090, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2337, s1.loss_cls: 0.0825, s1.acc: 94.0993, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1149, s2.loss_cls: 0.0409, s2.acc: 94.0356, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0541, loss: 1.1462 +2024-03-10 17:40:12,958 - mmdet - INFO - Epoch [10][5750/7330] lr: 4.612e-06, eta: 3 days, 13:14:44, time: 1.641, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1702, s0.acc: 94.1431, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2268, s1.loss_cls: 0.0816, s1.acc: 94.1840, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1119, s2.loss_cls: 0.0405, s2.acc: 94.0963, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0528, loss: 1.1186 +2024-03-10 17:41:36,012 - mmdet - INFO - Epoch [10][5800/7330] lr: 4.612e-06, eta: 3 days, 13:13:33, time: 1.661, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1710, s0.acc: 94.1995, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2310, s1.loss_cls: 0.0819, s1.acc: 94.3791, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1134, s2.loss_cls: 0.0399, s2.acc: 94.3307, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0539, loss: 1.1259 +2024-03-10 17:42:55,161 - mmdet - INFO - Epoch [10][5850/7330] lr: 4.612e-06, eta: 3 days, 13:12:11, time: 1.583, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1671, s0.acc: 94.1733, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2335, s1.loss_cls: 0.0789, s1.acc: 94.4287, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1148, s2.loss_cls: 0.0394, s2.acc: 94.3004, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0537, loss: 1.1257 +2024-03-10 17:44:15,828 - mmdet - INFO - Epoch [10][5900/7330] lr: 4.612e-06, eta: 3 days, 13:10:53, time: 1.613, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1654, s0.acc: 94.2729, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2315, s1.loss_cls: 0.0789, s1.acc: 94.4648, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1155, s2.loss_cls: 0.0393, s2.acc: 94.2286, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0539, loss: 1.1233 +2024-03-10 17:45:34,831 - mmdet - INFO - Epoch [10][5950/7330] lr: 4.612e-06, eta: 3 days, 13:09:31, time: 1.580, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1669, s0.acc: 94.2285, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2367, s1.loss_cls: 0.0800, s1.acc: 94.3380, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1158, s2.loss_cls: 0.0402, s2.acc: 94.0831, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0542, loss: 1.1248 +2024-03-10 17:46:55,705 - mmdet - INFO - Epoch [10][6000/7330] lr: 4.612e-06, eta: 3 days, 13:08:14, time: 1.617, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1587, s0.acc: 94.5293, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2301, s1.loss_cls: 0.0757, s1.acc: 94.6095, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1117, s2.loss_cls: 0.0376, s2.acc: 94.4194, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0526, loss: 1.0894 +2024-03-10 17:48:14,910 - mmdet - INFO - Epoch [10][6050/7330] lr: 4.612e-06, eta: 3 days, 13:06:52, time: 1.584, data_time: 0.107, memory: 23149, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1615, s0.acc: 94.5020, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2321, s1.loss_cls: 0.0780, s1.acc: 94.5246, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1129, s2.loss_cls: 0.0390, s2.acc: 94.3218, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0527, loss: 1.1021 +2024-03-10 17:49:31,888 - mmdet - INFO - Epoch [10][6100/7330] lr: 4.612e-06, eta: 3 days, 13:05:25, time: 1.540, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1640, s0.acc: 94.3752, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2316, s1.loss_cls: 0.0778, s1.acc: 94.5347, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1140, s2.loss_cls: 0.0385, s2.acc: 94.4101, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0535, loss: 1.1123 +2024-03-10 17:50:50,838 - mmdet - INFO - Epoch [10][6150/7330] lr: 4.612e-06, eta: 3 days, 13:04:03, time: 1.579, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1682, s0.acc: 94.2803, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2358, s1.loss_cls: 0.0793, s1.acc: 94.5210, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1153, s2.loss_cls: 0.0387, s2.acc: 94.5037, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0542, loss: 1.1230 +2024-03-10 17:52:10,440 - mmdet - INFO - Epoch [10][6200/7330] lr: 4.612e-06, eta: 3 days, 13:02:42, time: 1.592, data_time: 0.124, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1663, s0.acc: 94.3262, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2327, s1.loss_cls: 0.0795, s1.acc: 94.4191, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1126, s2.loss_cls: 0.0395, s2.acc: 94.2695, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0530, loss: 1.1060 +2024-03-10 17:53:34,980 - mmdet - INFO - Epoch [10][6250/7330] lr: 4.612e-06, eta: 3 days, 13:01:35, time: 1.691, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1640, s0.acc: 94.4109, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2278, s1.loss_cls: 0.0782, s1.acc: 94.4712, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1111, s2.loss_cls: 0.0387, s2.acc: 94.4664, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0523, loss: 1.0986 +2024-03-10 17:54:58,392 - mmdet - INFO - Epoch [10][6300/7330] lr: 4.612e-06, eta: 3 days, 13:00:24, time: 1.668, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1745, s0.acc: 94.0024, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2331, s1.loss_cls: 0.0829, s1.acc: 94.1978, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1133, s2.loss_cls: 0.0414, s2.acc: 94.0112, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0530, loss: 1.1511 +2024-03-10 17:56:14,696 - mmdet - INFO - Epoch [10][6350/7330] lr: 4.612e-06, eta: 3 days, 12:58:55, time: 1.526, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1695, s0.acc: 94.2808, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2361, s1.loss_cls: 0.0812, s1.acc: 94.3835, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1156, s2.loss_cls: 0.0404, s2.acc: 94.2281, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0542, loss: 1.1356 +2024-03-10 17:57:37,018 - mmdet - INFO - Epoch [10][6400/7330] lr: 4.612e-06, eta: 3 days, 12:57:42, time: 1.646, data_time: 0.226, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1639, s0.acc: 94.3428, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2277, s1.loss_cls: 0.0782, s1.acc: 94.5028, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1105, s2.loss_cls: 0.0389, s2.acc: 94.4537, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0519, loss: 1.0972 +2024-03-10 17:58:53,437 - mmdet - INFO - Epoch [10][6450/7330] lr: 4.612e-06, eta: 3 days, 12:56:13, time: 1.528, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1634, s0.acc: 94.4956, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2287, s1.loss_cls: 0.0777, s1.acc: 94.6365, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1114, s2.loss_cls: 0.0374, s2.acc: 94.7443, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0523, loss: 1.0877 +2024-03-10 18:00:17,234 - mmdet - INFO - Epoch [10][6500/7330] lr: 4.612e-06, eta: 3 days, 12:55:03, time: 1.676, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1683, s0.acc: 94.2048, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2313, s1.loss_cls: 0.0808, s1.acc: 94.3114, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1125, s2.loss_cls: 0.0399, s2.acc: 94.2897, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0529, loss: 1.1201 +2024-03-10 18:01:33,170 - mmdet - INFO - Epoch [10][6550/7330] lr: 4.612e-06, eta: 3 days, 12:53:33, time: 1.519, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1701, s0.acc: 94.2078, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2345, s1.loss_cls: 0.0816, s1.acc: 94.3254, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1146, s2.loss_cls: 0.0400, s2.acc: 94.2262, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0540, loss: 1.1305 +2024-03-10 18:02:57,197 - mmdet - INFO - Epoch [10][6600/7330] lr: 4.612e-06, eta: 3 days, 12:52:24, time: 1.680, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1801, s0.acc: 93.9038, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2398, s1.loss_cls: 0.0861, s1.acc: 94.0142, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1166, s2.loss_cls: 0.0424, s2.acc: 93.8993, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0542, loss: 1.1642 +2024-03-10 18:04:15,631 - mmdet - INFO - Epoch [10][6650/7330] lr: 4.612e-06, eta: 3 days, 12:51:01, time: 1.569, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1658, s0.acc: 94.3113, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2365, s1.loss_cls: 0.0782, s1.acc: 94.5283, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1144, s2.loss_cls: 0.0383, s2.acc: 94.4678, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0536, loss: 1.1169 +2024-03-10 18:05:35,802 - mmdet - INFO - Epoch [10][6700/7330] lr: 4.612e-06, eta: 3 days, 12:49:42, time: 1.603, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1658, s0.acc: 94.3291, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2314, s1.loss_cls: 0.0788, s1.acc: 94.4983, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1131, s2.loss_cls: 0.0391, s2.acc: 94.4572, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0536, loss: 1.1033 +2024-03-10 18:06:54,524 - mmdet - INFO - Epoch [10][6750/7330] lr: 4.612e-06, eta: 3 days, 12:48:19, time: 1.574, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1774, s0.acc: 94.0603, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2284, s1.loss_cls: 0.0852, s1.acc: 94.1302, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1115, s2.loss_cls: 0.0421, s2.acc: 93.9074, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.1203 +2024-03-10 18:08:13,634 - mmdet - INFO - Epoch [10][6800/7330] lr: 4.612e-06, eta: 3 days, 12:46:57, time: 1.582, data_time: 0.202, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1762, s0.acc: 94.0120, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2398, s1.loss_cls: 0.0857, s1.acc: 94.0144, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1178, s2.loss_cls: 0.0425, s2.acc: 93.8879, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0554, loss: 1.1653 +2024-03-10 18:09:36,017 - mmdet - INFO - Epoch [10][6850/7330] lr: 4.612e-06, eta: 3 days, 12:45:44, time: 1.648, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1779, s0.acc: 93.9719, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2356, s1.loss_cls: 0.0844, s1.acc: 94.1139, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1155, s2.loss_cls: 0.0416, s2.acc: 94.0695, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0542, loss: 1.1566 +2024-03-10 18:10:54,649 - mmdet - INFO - Epoch [10][6900/7330] lr: 4.612e-06, eta: 3 days, 12:44:21, time: 1.573, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1708, s0.acc: 94.1421, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2339, s1.loss_cls: 0.0825, s1.acc: 94.1412, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1154, s2.loss_cls: 0.0409, s2.acc: 93.9832, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0544, loss: 1.1336 +2024-03-10 18:12:15,316 - mmdet - INFO - Epoch [10][6950/7330] lr: 4.612e-06, eta: 3 days, 12:43:03, time: 1.613, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1721, s0.acc: 94.0488, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2370, s1.loss_cls: 0.0830, s1.acc: 94.0479, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1145, s2.loss_cls: 0.0410, s2.acc: 93.8744, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0538, loss: 1.1365 +2024-03-10 18:13:34,102 - mmdet - INFO - Epoch [10][7000/7330] lr: 4.612e-06, eta: 3 days, 12:41:40, time: 1.576, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1709, s0.acc: 94.2915, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2325, s1.loss_cls: 0.0816, s1.acc: 94.3574, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1128, s2.loss_cls: 0.0406, s2.acc: 94.2364, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0522, loss: 1.1223 +2024-03-10 18:14:53,842 - mmdet - INFO - Epoch [10][7050/7330] lr: 4.612e-06, eta: 3 days, 12:40:20, time: 1.595, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1521, s0.acc: 94.7720, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2256, s1.loss_cls: 0.0729, s1.acc: 94.7857, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1111, s2.loss_cls: 0.0360, s2.acc: 94.7093, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0519, loss: 1.0471 +2024-03-10 18:16:12,993 - mmdet - INFO - Epoch [10][7100/7330] lr: 4.612e-06, eta: 3 days, 12:38:58, time: 1.583, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1645, s0.acc: 94.5093, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2281, s1.loss_cls: 0.0794, s1.acc: 94.6095, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1120, s2.loss_cls: 0.0394, s2.acc: 94.4587, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0526, loss: 1.0860 +2024-03-10 18:17:32,593 - mmdet - INFO - Epoch [10][7150/7330] lr: 4.612e-06, eta: 3 days, 12:37:38, time: 1.592, data_time: 0.210, memory: 23149, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1794, s0.acc: 93.9448, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2398, s1.loss_cls: 0.0853, s1.acc: 94.0948, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1180, s2.loss_cls: 0.0417, s2.acc: 94.0856, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0551, loss: 1.1788 +2024-03-10 18:18:52,621 - mmdet - INFO - Epoch [10][7200/7330] lr: 4.612e-06, eta: 3 days, 12:36:19, time: 1.601, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1740, s0.acc: 94.1255, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2392, s1.loss_cls: 0.0839, s1.acc: 94.1757, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1171, s2.loss_cls: 0.0416, s2.acc: 94.0269, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0551, loss: 1.1520 +2024-03-10 18:20:13,832 - mmdet - INFO - Epoch [10][7250/7330] lr: 4.612e-06, eta: 3 days, 12:35:02, time: 1.624, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1651, s0.acc: 94.5093, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2335, s1.loss_cls: 0.0779, s1.acc: 94.6967, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1143, s2.loss_cls: 0.0387, s2.acc: 94.5178, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0535, loss: 1.1043 +2024-03-10 18:21:34,150 - mmdet - INFO - Epoch [10][7300/7330] lr: 4.612e-06, eta: 3 days, 12:33:44, time: 1.606, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1816, s0.acc: 93.9058, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2397, s1.loss_cls: 0.0849, s1.acc: 94.0917, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1182, s2.loss_cls: 0.0416, s2.acc: 94.0041, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0555, loss: 1.1770 +2024-03-10 18:22:16,225 - mmdet - INFO - Saving checkpoint at 10 epochs +2024-03-10 18:29:12,141 - mmdet - INFO - Evaluating bbox... +2024-03-10 18:29:47,334 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.474 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.659 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.513 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.293 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.517 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.615 + 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 ] = 0.423 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.652 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.762 + +2024-03-10 18:29:47,334 - mmdet - INFO - Evaluating segm... +2024-03-10 18:30:23,952 - 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 ] = 0.631 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.444 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.211 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.445 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.589 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.536 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.536 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.536 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.347 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.575 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.692 + +2024-03-10 18:30:24,563 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 18:30:24,564 - mmdet - INFO - Epoch(val) [10][1250] bbox_mAP: 0.4740, bbox_mAP_50: 0.6590, bbox_mAP_75: 0.5130, bbox_mAP_s: 0.2930, bbox_mAP_m: 0.5170, bbox_mAP_l: 0.6150, bbox_mAP_copypaste: 0.474 0.659 0.513 0.293 0.517 0.615, segm_mAP: 0.4110, segm_mAP_50: 0.6310, segm_mAP_75: 0.4440, segm_mAP_s: 0.2110, segm_mAP_m: 0.4450, segm_mAP_l: 0.5890, segm_mAP_copypaste: 0.411 0.631 0.444 0.211 0.445 0.589 +2024-03-10 18:31:47,796 - mmdet - INFO - Epoch [11][50/7330] lr: 4.612e-06, eta: 3 days, 12:29:40, time: 1.664, data_time: 0.220, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1556, s0.acc: 94.6611, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2239, s1.loss_cls: 0.0740, s1.acc: 94.7925, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1103, s2.loss_cls: 0.0370, s2.acc: 94.6484, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0522, loss: 1.0670 +2024-03-10 18:33:08,294 - mmdet - INFO - Epoch [11][100/7330] lr: 4.612e-06, eta: 3 days, 12:28:22, time: 1.610, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1668, s0.acc: 94.2678, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2333, s1.loss_cls: 0.0790, s1.acc: 94.4070, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1142, s2.loss_cls: 0.0395, s2.acc: 94.2726, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0534, loss: 1.1105 +2024-03-10 18:34:30,174 - mmdet - INFO - Epoch [11][150/7330] lr: 4.612e-06, eta: 3 days, 12:27:07, time: 1.638, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1596, s0.acc: 94.5735, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2285, s1.loss_cls: 0.0755, s1.acc: 94.7631, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1115, s2.loss_cls: 0.0377, s2.acc: 94.6292, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0521, loss: 1.0807 +2024-03-10 18:35:51,796 - mmdet - INFO - Epoch [11][200/7330] lr: 4.612e-06, eta: 3 days, 12:25:52, time: 1.632, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1602, s0.acc: 94.5479, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2317, s1.loss_cls: 0.0757, s1.acc: 94.7137, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1139, s2.loss_cls: 0.0375, s2.acc: 94.5289, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0536, loss: 1.0950 +2024-03-10 18:37:10,316 - mmdet - INFO - Epoch [11][250/7330] lr: 4.612e-06, eta: 3 days, 12:24:29, time: 1.570, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1715, s0.acc: 94.1123, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2367, s1.loss_cls: 0.0818, s1.acc: 94.2161, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1152, s2.loss_cls: 0.0396, s2.acc: 94.1817, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0538, loss: 1.1361 +2024-03-10 18:38:27,521 - mmdet - INFO - Epoch [11][300/7330] lr: 4.612e-06, eta: 3 days, 12:23:02, time: 1.544, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1652, s0.acc: 94.3696, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2282, s1.loss_cls: 0.0793, s1.acc: 94.4387, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1122, s2.loss_cls: 0.0389, s2.acc: 94.3181, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0528, loss: 1.0959 +2024-03-10 18:39:46,338 - mmdet - INFO - Epoch [11][350/7330] lr: 4.612e-06, eta: 3 days, 12:21:40, time: 1.576, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1682, s0.acc: 94.2336, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2329, s1.loss_cls: 0.0815, s1.acc: 94.2145, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1134, s2.loss_cls: 0.0404, s2.acc: 94.1773, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0532, loss: 1.1116 +2024-03-10 18:41:06,704 - mmdet - INFO - Epoch [11][400/7330] lr: 4.612e-06, eta: 3 days, 12:20:21, time: 1.607, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1631, s0.acc: 94.3462, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2322, s1.loss_cls: 0.0775, s1.acc: 94.4671, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1146, s2.loss_cls: 0.0386, s2.acc: 94.3712, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0536, loss: 1.1033 +2024-03-10 18:42:24,991 - mmdet - INFO - Epoch [11][450/7330] lr: 4.612e-06, eta: 3 days, 12:18:58, time: 1.565, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1663, s0.acc: 94.3230, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2377, s1.loss_cls: 0.0784, s1.acc: 94.5110, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1155, s2.loss_cls: 0.0389, s2.acc: 94.4408, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0537, loss: 1.1232 +2024-03-10 18:43:43,611 - mmdet - INFO - Epoch [11][500/7330] lr: 4.612e-06, eta: 3 days, 12:17:35, time: 1.573, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1656, s0.acc: 94.3276, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2316, s1.loss_cls: 0.0794, s1.acc: 94.4389, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1133, s2.loss_cls: 0.0392, s2.acc: 94.4156, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0530, loss: 1.1160 +2024-03-10 18:45:01,375 - mmdet - INFO - Epoch [11][550/7330] lr: 4.612e-06, eta: 3 days, 12:16:10, time: 1.555, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1504, s0.acc: 94.7993, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2258, s1.loss_cls: 0.0718, s1.acc: 95.0180, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1113, s2.loss_cls: 0.0356, s2.acc: 94.9047, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0524, loss: 1.0469 +2024-03-10 18:46:17,655 - mmdet - INFO - Epoch [11][600/7330] lr: 4.612e-06, eta: 3 days, 12:14:41, time: 1.526, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1770, s0.acc: 94.0686, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2344, s1.loss_cls: 0.0851, s1.acc: 94.0961, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1151, s2.loss_cls: 0.0424, s2.acc: 93.9364, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0542, loss: 1.1495 +2024-03-10 18:47:40,177 - mmdet - INFO - Epoch [11][650/7330] lr: 4.612e-06, eta: 3 days, 12:13:28, time: 1.650, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1796, s0.acc: 93.9834, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2355, s1.loss_cls: 0.0857, s1.acc: 94.0551, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1145, s2.loss_cls: 0.0422, s2.acc: 93.8878, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0535, loss: 1.1518 +2024-03-10 18:49:00,947 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 18:49:00,947 - mmdet - INFO - Epoch [11][700/7330] lr: 4.612e-06, eta: 3 days, 12:12:10, time: 1.615, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1664, s0.acc: 94.3101, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2345, s1.loss_cls: 0.0799, s1.acc: 94.4600, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1165, s2.loss_cls: 0.0397, s2.acc: 94.3013, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0551, loss: 1.1260 +2024-03-10 18:50:23,022 - mmdet - INFO - Epoch [11][750/7330] lr: 4.612e-06, eta: 3 days, 12:10:56, time: 1.642, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1582, s0.acc: 94.5117, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2336, s1.loss_cls: 0.0752, s1.acc: 94.7683, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1137, s2.loss_cls: 0.0373, s2.acc: 94.5920, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0532, loss: 1.0897 +2024-03-10 18:51:40,719 - mmdet - INFO - Epoch [11][800/7330] lr: 4.612e-06, eta: 3 days, 12:09:31, time: 1.554, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1667, s0.acc: 94.2261, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2355, s1.loss_cls: 0.0793, s1.acc: 94.4341, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1154, s2.loss_cls: 0.0393, s2.acc: 94.3564, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0540, loss: 1.1183 +2024-03-10 18:53:01,779 - mmdet - INFO - Epoch [11][850/7330] lr: 4.612e-06, eta: 3 days, 12:08:14, time: 1.621, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1656, s0.acc: 94.3628, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2258, s1.loss_cls: 0.0775, s1.acc: 94.6553, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1109, s2.loss_cls: 0.0378, s2.acc: 94.5960, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0522, loss: 1.0972 +2024-03-10 18:54:25,910 - mmdet - INFO - Epoch [11][900/7330] lr: 4.612e-06, eta: 3 days, 12:07:06, time: 1.683, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1695, s0.acc: 94.2542, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2374, s1.loss_cls: 0.0807, s1.acc: 94.3109, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1150, s2.loss_cls: 0.0396, s2.acc: 94.3251, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0540, loss: 1.1321 +2024-03-10 18:55:45,590 - mmdet - INFO - Epoch [11][950/7330] lr: 4.612e-06, eta: 3 days, 12:05:45, time: 1.594, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1646, s0.acc: 94.3899, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2318, s1.loss_cls: 0.0792, s1.acc: 94.4872, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1137, s2.loss_cls: 0.0392, s2.acc: 94.3904, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0537, loss: 1.1011 +2024-03-10 18:57:06,511 - mmdet - INFO - Epoch [11][1000/7330] lr: 4.612e-06, eta: 3 days, 12:04:28, time: 1.618, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1602, s0.acc: 94.4160, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2373, s1.loss_cls: 0.0775, s1.acc: 94.4983, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1154, s2.loss_cls: 0.0379, s2.acc: 94.4704, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0539, loss: 1.1105 +2024-03-10 18:58:26,921 - mmdet - INFO - Epoch [11][1050/7330] lr: 4.612e-06, eta: 3 days, 12:03:10, time: 1.608, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1592, s0.acc: 94.5642, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2331, s1.loss_cls: 0.0757, s1.acc: 94.7010, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1131, s2.loss_cls: 0.0376, s2.acc: 94.5739, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0529, loss: 1.0868 +2024-03-10 18:59:44,950 - mmdet - INFO - Epoch [11][1100/7330] lr: 4.612e-06, eta: 3 days, 12:01:46, time: 1.561, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1688, s0.acc: 94.1733, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2329, s1.loss_cls: 0.0811, s1.acc: 94.2549, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1145, s2.loss_cls: 0.0400, s2.acc: 94.1303, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0538, loss: 1.1326 +2024-03-10 19:01:08,401 - mmdet - INFO - Epoch [11][1150/7330] lr: 4.612e-06, eta: 3 days, 12:00:35, time: 1.669, data_time: 0.207, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1568, s0.acc: 94.6787, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2273, s1.loss_cls: 0.0747, s1.acc: 94.7895, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1121, s2.loss_cls: 0.0363, s2.acc: 94.7679, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0530, loss: 1.0722 +2024-03-10 19:02:30,162 - mmdet - INFO - Epoch [11][1200/7330] lr: 4.612e-06, eta: 3 days, 11:59:20, time: 1.635, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1635, s0.acc: 94.4685, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2301, s1.loss_cls: 0.0775, s1.acc: 94.6181, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1134, s2.loss_cls: 0.0385, s2.acc: 94.4520, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0538, loss: 1.0985 +2024-03-10 19:03:50,121 - mmdet - INFO - Epoch [11][1250/7330] lr: 4.612e-06, eta: 3 days, 11:58:01, time: 1.599, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1745, s0.acc: 94.1006, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2351, s1.loss_cls: 0.0824, s1.acc: 94.2063, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1160, s2.loss_cls: 0.0404, s2.acc: 94.1887, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0541, loss: 1.1481 +2024-03-10 19:05:10,451 - mmdet - INFO - Epoch [11][1300/7330] lr: 4.612e-06, eta: 3 days, 11:56:42, time: 1.607, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1619, s0.acc: 94.5205, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2276, s1.loss_cls: 0.0771, s1.acc: 94.6305, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1121, s2.loss_cls: 0.0378, s2.acc: 94.6478, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0527, loss: 1.0797 +2024-03-10 19:06:32,944 - mmdet - INFO - Epoch [11][1350/7330] lr: 4.612e-06, eta: 3 days, 11:55:29, time: 1.650, data_time: 0.233, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1650, s0.acc: 94.3604, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2345, s1.loss_cls: 0.0771, s1.acc: 94.5914, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1152, s2.loss_cls: 0.0380, s2.acc: 94.4785, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0545, loss: 1.1216 +2024-03-10 19:07:53,707 - mmdet - INFO - Epoch [11][1400/7330] lr: 4.612e-06, eta: 3 days, 11:54:12, time: 1.615, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1737, s0.acc: 94.0583, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2328, s1.loss_cls: 0.0828, s1.acc: 94.3057, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1132, s2.loss_cls: 0.0406, s2.acc: 94.1581, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0530, loss: 1.1332 +2024-03-10 19:09:15,489 - mmdet - INFO - Epoch [11][1450/7330] lr: 4.612e-06, eta: 3 days, 11:52:57, time: 1.636, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1637, s0.acc: 94.4309, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2289, s1.loss_cls: 0.0771, s1.acc: 94.5827, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1126, s2.loss_cls: 0.0378, s2.acc: 94.5125, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0528, loss: 1.1064 +2024-03-10 19:10:36,971 - mmdet - INFO - Epoch [11][1500/7330] lr: 4.612e-06, eta: 3 days, 11:51:41, time: 1.630, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1703, s0.acc: 94.1169, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2361, s1.loss_cls: 0.0802, s1.acc: 94.3338, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1145, s2.loss_cls: 0.0392, s2.acc: 94.3506, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0534, loss: 1.1356 +2024-03-10 19:11:55,902 - mmdet - INFO - Epoch [11][1550/7330] lr: 4.612e-06, eta: 3 days, 11:50:19, time: 1.579, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1611, s0.acc: 94.4214, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2367, s1.loss_cls: 0.0765, s1.acc: 94.5714, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1173, s2.loss_cls: 0.0386, s2.acc: 94.3322, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0552, loss: 1.1252 +2024-03-10 19:13:16,456 - mmdet - INFO - Epoch [11][1600/7330] lr: 4.612e-06, eta: 3 days, 11:49:01, time: 1.611, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1791, s0.acc: 93.8933, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2343, s1.loss_cls: 0.0868, s1.acc: 93.9914, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1157, s2.loss_cls: 0.0433, s2.acc: 93.8068, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0547, loss: 1.1689 +2024-03-10 19:14:38,237 - mmdet - INFO - Epoch [11][1650/7330] lr: 4.612e-06, eta: 3 days, 11:47:46, time: 1.635, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1709, s0.acc: 94.0996, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2302, s1.loss_cls: 0.0814, s1.acc: 94.3139, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1132, s2.loss_cls: 0.0399, s2.acc: 94.2223, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0529, loss: 1.1319 +2024-03-10 19:15:59,493 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 19:15:59,494 - mmdet - INFO - Epoch [11][1700/7330] lr: 4.612e-06, eta: 3 days, 11:46:30, time: 1.626, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1841, s0.acc: 93.8381, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2318, s1.loss_cls: 0.0888, s1.acc: 93.8548, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1132, s2.loss_cls: 0.0434, s2.acc: 93.7566, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0532, loss: 1.1722 +2024-03-10 19:17:17,888 - mmdet - INFO - Epoch [11][1750/7330] lr: 4.612e-06, eta: 3 days, 11:45:06, time: 1.568, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1658, s0.acc: 94.3406, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2327, s1.loss_cls: 0.0787, s1.acc: 94.4938, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1135, s2.loss_cls: 0.0393, s2.acc: 94.3378, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0532, loss: 1.1130 +2024-03-10 19:18:30,161 - mmdet - INFO - Epoch [11][1800/7330] lr: 4.612e-06, eta: 3 days, 11:43:27, time: 1.445, data_time: 0.108, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1646, s0.acc: 94.2812, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2314, s1.loss_cls: 0.0785, s1.acc: 94.4686, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1126, s2.loss_cls: 0.0394, s2.acc: 94.2237, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0524, loss: 1.1119 +2024-03-10 19:19:45,719 - mmdet - INFO - Epoch [11][1850/7330] lr: 4.612e-06, eta: 3 days, 11:41:57, time: 1.512, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1632, s0.acc: 94.4297, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2315, s1.loss_cls: 0.0764, s1.acc: 94.7144, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1132, s2.loss_cls: 0.0372, s2.acc: 94.6554, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0533, loss: 1.1042 +2024-03-10 19:21:05,472 - mmdet - INFO - Epoch [11][1900/7330] lr: 4.612e-06, eta: 3 days, 11:40:37, time: 1.595, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1779, s0.acc: 93.8401, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2380, s1.loss_cls: 0.0862, s1.acc: 93.9671, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1161, s2.loss_cls: 0.0427, s2.acc: 93.9385, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0545, loss: 1.1683 +2024-03-10 19:22:24,271 - mmdet - INFO - Epoch [11][1950/7330] lr: 4.612e-06, eta: 3 days, 11:39:14, time: 1.576, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1821, s0.acc: 93.9231, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2338, s1.loss_cls: 0.0867, s1.acc: 94.0724, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1140, s2.loss_cls: 0.0428, s2.acc: 93.8930, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0533, loss: 1.1587 +2024-03-10 19:23:47,885 - mmdet - INFO - Epoch [11][2000/7330] lr: 4.612e-06, eta: 3 days, 11:38:04, time: 1.672, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1760, s0.acc: 94.0215, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2328, s1.loss_cls: 0.0835, s1.acc: 94.2642, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1134, s2.loss_cls: 0.0411, s2.acc: 94.1959, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0531, loss: 1.1354 +2024-03-10 19:25:11,351 - mmdet - INFO - Epoch [11][2050/7330] lr: 4.612e-06, eta: 3 days, 11:36:53, time: 1.669, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1772, s0.acc: 94.0530, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2347, s1.loss_cls: 0.0835, s1.acc: 94.2777, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1141, s2.loss_cls: 0.0411, s2.acc: 94.2348, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0533, loss: 1.1567 +2024-03-10 19:26:29,204 - mmdet - INFO - Epoch [11][2100/7330] lr: 4.612e-06, eta: 3 days, 11:35:29, time: 1.557, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1730, s0.acc: 94.0249, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2344, s1.loss_cls: 0.0831, s1.acc: 94.1066, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1159, s2.loss_cls: 0.0420, s2.acc: 93.8850, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0542, loss: 1.1406 +2024-03-10 19:27:55,039 - mmdet - INFO - Epoch [11][2150/7330] lr: 4.612e-06, eta: 3 days, 11:34:24, time: 1.717, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1828, s0.acc: 93.6338, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2424, s1.loss_cls: 0.0883, s1.acc: 93.7120, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1172, s2.loss_cls: 0.0434, s2.acc: 93.6197, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0548, loss: 1.1908 +2024-03-10 19:29:15,104 - mmdet - INFO - Epoch [11][2200/7330] lr: 4.612e-06, eta: 3 days, 11:33:04, time: 1.601, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1742, s0.acc: 94.0537, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2415, s1.loss_cls: 0.0833, s1.acc: 94.1775, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1181, s2.loss_cls: 0.0409, s2.acc: 94.0890, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0557, loss: 1.1522 +2024-03-10 19:30:37,480 - mmdet - INFO - Epoch [11][2250/7330] lr: 4.612e-06, eta: 3 days, 11:31:51, time: 1.648, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1776, s0.acc: 94.0352, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2391, s1.loss_cls: 0.0850, s1.acc: 94.1024, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1163, s2.loss_cls: 0.0415, s2.acc: 94.0168, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0550, loss: 1.1636 +2024-03-10 19:31:55,871 - mmdet - INFO - Epoch [11][2300/7330] lr: 4.612e-06, eta: 3 days, 11:30:27, time: 1.568, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1697, s0.acc: 94.2126, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2352, s1.loss_cls: 0.0810, s1.acc: 94.3482, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1159, s2.loss_cls: 0.0398, s2.acc: 94.2557, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0545, loss: 1.1356 +2024-03-10 19:33:16,539 - mmdet - INFO - Epoch [11][2350/7330] lr: 4.612e-06, eta: 3 days, 11:29:10, time: 1.613, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1723, s0.acc: 94.1914, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2354, s1.loss_cls: 0.0824, s1.acc: 94.3473, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1157, s2.loss_cls: 0.0407, s2.acc: 94.2616, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0540, loss: 1.1279 +2024-03-10 19:34:37,007 - mmdet - INFO - Epoch [11][2400/7330] lr: 4.612e-06, eta: 3 days, 11:27:51, time: 1.609, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1767, s0.acc: 93.8110, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2391, s1.loss_cls: 0.0855, s1.acc: 93.8097, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1171, s2.loss_cls: 0.0422, s2.acc: 93.7183, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0553, loss: 1.1760 +2024-03-10 19:35:58,437 - mmdet - INFO - Epoch [11][2450/7330] lr: 4.612e-06, eta: 3 days, 11:26:36, time: 1.629, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1681, s0.acc: 94.1914, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2337, s1.loss_cls: 0.0806, s1.acc: 94.2821, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1144, s2.loss_cls: 0.0402, s2.acc: 94.2398, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0538, loss: 1.1298 +2024-03-10 19:37:20,813 - mmdet - INFO - Epoch [11][2500/7330] lr: 4.612e-06, eta: 3 days, 11:25:22, time: 1.648, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1664, s0.acc: 94.2512, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2333, s1.loss_cls: 0.0805, s1.acc: 94.4451, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1141, s2.loss_cls: 0.0395, s2.acc: 94.4720, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0539, loss: 1.1210 +2024-03-10 19:38:40,571 - mmdet - INFO - Epoch [11][2550/7330] lr: 4.612e-06, eta: 3 days, 11:24:02, time: 1.595, data_time: 0.222, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1678, s0.acc: 94.2129, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2360, s1.loss_cls: 0.0811, s1.acc: 94.2774, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1145, s2.loss_cls: 0.0397, s2.acc: 94.2050, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0536, loss: 1.1187 +2024-03-10 19:39:58,985 - mmdet - INFO - Epoch [11][2600/7330] lr: 4.612e-06, eta: 3 days, 11:22:39, time: 1.568, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1669, s0.acc: 94.2878, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2413, s1.loss_cls: 0.0791, s1.acc: 94.4372, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1184, s2.loss_cls: 0.0390, s2.acc: 94.3768, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0557, loss: 1.1292 +2024-03-10 19:41:16,566 - mmdet - INFO - Epoch [11][2650/7330] lr: 4.612e-06, eta: 3 days, 11:21:13, time: 1.552, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1679, s0.acc: 94.3032, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2413, s1.loss_cls: 0.0791, s1.acc: 94.4413, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1173, s2.loss_cls: 0.0394, s2.acc: 94.3018, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0551, loss: 1.1285 +2024-03-10 19:42:39,730 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 19:42:39,731 - mmdet - INFO - Epoch [11][2700/7330] lr: 4.612e-06, eta: 3 days, 11:20:02, time: 1.663, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1668, s0.acc: 94.2771, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2358, s1.loss_cls: 0.0803, s1.acc: 94.3495, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1148, s2.loss_cls: 0.0399, s2.acc: 94.2079, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0539, loss: 1.1282 +2024-03-10 19:43:55,604 - mmdet - INFO - Epoch [11][2750/7330] lr: 4.612e-06, eta: 3 days, 11:18:32, time: 1.518, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1665, s0.acc: 94.4368, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2340, s1.loss_cls: 0.0799, s1.acc: 94.5232, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1145, s2.loss_cls: 0.0390, s2.acc: 94.4503, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0540, loss: 1.1040 +2024-03-10 19:45:13,844 - mmdet - INFO - Epoch [11][2800/7330] lr: 4.612e-06, eta: 3 days, 11:17:08, time: 1.565, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1708, s0.acc: 94.2668, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2317, s1.loss_cls: 0.0816, s1.acc: 94.3567, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1136, s2.loss_cls: 0.0406, s2.acc: 94.1612, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0534, loss: 1.1258 +2024-03-10 19:46:37,383 - mmdet - INFO - Epoch [11][2850/7330] lr: 4.612e-06, eta: 3 days, 11:15:57, time: 1.671, data_time: 0.118, memory: 23149, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1704, s0.acc: 94.1790, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2367, s1.loss_cls: 0.0812, s1.acc: 94.2999, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1161, s2.loss_cls: 0.0396, s2.acc: 94.2921, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0544, loss: 1.1455 +2024-03-10 19:47:57,837 - mmdet - INFO - Epoch [11][2900/7330] lr: 4.612e-06, eta: 3 days, 11:14:39, time: 1.609, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1663, s0.acc: 94.3577, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2313, s1.loss_cls: 0.0799, s1.acc: 94.5220, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1142, s2.loss_cls: 0.0394, s2.acc: 94.3365, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0538, loss: 1.1067 +2024-03-10 19:49:12,084 - mmdet - INFO - Epoch [11][2950/7330] lr: 4.612e-06, eta: 3 days, 11:13:06, time: 1.485, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1554, s0.acc: 94.6536, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2371, s1.loss_cls: 0.0746, s1.acc: 94.7563, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1141, s2.loss_cls: 0.0367, s2.acc: 94.6171, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0534, loss: 1.0751 +2024-03-10 19:50:35,104 - mmdet - INFO - Epoch [11][3000/7330] lr: 4.612e-06, eta: 3 days, 11:11:54, time: 1.660, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1607, s0.acc: 94.5154, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2371, s1.loss_cls: 0.0768, s1.acc: 94.5584, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1164, s2.loss_cls: 0.0382, s2.acc: 94.4582, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0542, loss: 1.1017 +2024-03-10 19:51:52,261 - mmdet - INFO - Epoch [11][3050/7330] lr: 4.612e-06, eta: 3 days, 11:10:27, time: 1.543, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1614, s0.acc: 94.4878, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2333, s1.loss_cls: 0.0773, s1.acc: 94.6170, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1139, s2.loss_cls: 0.0383, s2.acc: 94.4875, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0531, loss: 1.1030 +2024-03-10 19:53:11,991 - mmdet - INFO - Epoch [11][3100/7330] lr: 4.612e-06, eta: 3 days, 11:09:07, time: 1.595, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1614, s0.acc: 94.4822, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2316, s1.loss_cls: 0.0761, s1.acc: 94.6555, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1130, s2.loss_cls: 0.0375, s2.acc: 94.5676, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0532, loss: 1.0899 +2024-03-10 19:54:35,918 - mmdet - INFO - Epoch [11][3150/7330] lr: 4.612e-06, eta: 3 days, 11:07:57, time: 1.678, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1751, s0.acc: 94.1641, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2319, s1.loss_cls: 0.0838, s1.acc: 94.2271, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1125, s2.loss_cls: 0.0416, s2.acc: 94.0331, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0525, loss: 1.1320 +2024-03-10 19:55:56,294 - mmdet - INFO - Epoch [11][3200/7330] lr: 4.612e-06, eta: 3 days, 11:06:39, time: 1.608, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1601, s0.acc: 94.5215, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2390, s1.loss_cls: 0.0767, s1.acc: 94.5930, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1155, s2.loss_cls: 0.0377, s2.acc: 94.5572, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0540, loss: 1.0918 +2024-03-10 19:57:15,803 - mmdet - INFO - Epoch [11][3250/7330] lr: 4.612e-06, eta: 3 days, 11:05:18, time: 1.590, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1653, s0.acc: 94.2947, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2324, s1.loss_cls: 0.0797, s1.acc: 94.3684, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1133, s2.loss_cls: 0.0397, s2.acc: 94.2205, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0526, loss: 1.1111 +2024-03-10 19:58:34,253 - mmdet - INFO - Epoch [11][3300/7330] lr: 4.612e-06, eta: 3 days, 11:03:55, time: 1.569, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1616, s0.acc: 94.4492, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2273, s1.loss_cls: 0.0765, s1.acc: 94.6644, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1113, s2.loss_cls: 0.0378, s2.acc: 94.5838, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0523, loss: 1.0967 +2024-03-10 19:59:57,116 - mmdet - INFO - Epoch [11][3350/7330] lr: 4.612e-06, eta: 3 days, 11:02:42, time: 1.657, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1687, s0.acc: 94.1724, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2392, s1.loss_cls: 0.0808, s1.acc: 94.1993, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1151, s2.loss_cls: 0.0399, s2.acc: 94.1868, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0532, loss: 1.1324 +2024-03-10 20:01:22,262 - mmdet - INFO - Epoch [11][3400/7330] lr: 4.612e-06, eta: 3 days, 11:01:36, time: 1.703, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1643, s0.acc: 94.2734, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2371, s1.loss_cls: 0.0784, s1.acc: 94.3442, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1154, s2.loss_cls: 0.0385, s2.acc: 94.2797, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0541, loss: 1.1302 +2024-03-10 20:02:43,275 - mmdet - INFO - Epoch [11][3450/7330] lr: 4.612e-06, eta: 3 days, 11:00:19, time: 1.620, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1633, s0.acc: 94.3857, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2317, s1.loss_cls: 0.0772, s1.acc: 94.6015, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1145, s2.loss_cls: 0.0381, s2.acc: 94.5112, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0543, loss: 1.0979 +2024-03-10 20:03:56,807 - mmdet - INFO - Epoch [11][3500/7330] lr: 4.612e-06, eta: 3 days, 10:58:43, time: 1.471, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1613, s0.acc: 94.5508, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2390, s1.loss_cls: 0.0769, s1.acc: 94.5917, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1162, s2.loss_cls: 0.0381, s2.acc: 94.5341, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0547, loss: 1.1146 +2024-03-10 20:05:20,064 - mmdet - INFO - Epoch [11][3550/7330] lr: 4.612e-06, eta: 3 days, 10:57:32, time: 1.665, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1523, s0.acc: 94.8088, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2260, s1.loss_cls: 0.0719, s1.acc: 95.0010, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1117, s2.loss_cls: 0.0352, s2.acc: 94.8590, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0525, loss: 1.0482 +2024-03-10 20:06:43,415 - mmdet - INFO - Epoch [11][3600/7330] lr: 4.612e-06, eta: 3 days, 10:56:20, time: 1.667, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1663, s0.acc: 94.3481, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2378, s1.loss_cls: 0.0790, s1.acc: 94.4096, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1142, s2.loss_cls: 0.0391, s2.acc: 94.3155, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0533, loss: 1.1166 +2024-03-10 20:08:02,691 - mmdet - INFO - Epoch [11][3650/7330] lr: 4.612e-06, eta: 3 days, 10:54:59, time: 1.586, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1657, s0.acc: 94.3401, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2242, s1.loss_cls: 0.0783, s1.acc: 94.5092, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1106, s2.loss_cls: 0.0392, s2.acc: 94.3485, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0521, loss: 1.0956 +2024-03-10 20:09:24,565 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 20:09:24,565 - mmdet - INFO - Epoch [11][3700/7330] lr: 4.612e-06, eta: 3 days, 10:53:44, time: 1.637, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1733, s0.acc: 94.0481, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2381, s1.loss_cls: 0.0812, s1.acc: 94.2163, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1156, s2.loss_cls: 0.0400, s2.acc: 94.2059, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0542, loss: 1.1512 +2024-03-10 20:10:45,570 - mmdet - INFO - Epoch [11][3750/7330] lr: 4.612e-06, eta: 3 days, 10:52:27, time: 1.620, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1595, s0.acc: 94.4824, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2398, s1.loss_cls: 0.0757, s1.acc: 94.6540, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1163, s2.loss_cls: 0.0375, s2.acc: 94.5621, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0551, loss: 1.1027 +2024-03-10 20:12:01,971 - mmdet - INFO - Epoch [11][3800/7330] lr: 4.612e-06, eta: 3 days, 10:50:59, time: 1.528, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1581, s0.acc: 94.5977, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2363, s1.loss_cls: 0.0756, s1.acc: 94.7008, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1162, s2.loss_cls: 0.0372, s2.acc: 94.6637, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0544, loss: 1.0937 +2024-03-10 20:13:21,025 - mmdet - INFO - Epoch [11][3850/7330] lr: 4.612e-06, eta: 3 days, 10:49:37, time: 1.581, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1507, s0.acc: 94.7605, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2321, s1.loss_cls: 0.0718, s1.acc: 94.9010, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1138, s2.loss_cls: 0.0362, s2.acc: 94.7942, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0538, loss: 1.0642 +2024-03-10 20:14:39,943 - mmdet - INFO - Epoch [11][3900/7330] lr: 4.612e-06, eta: 3 days, 10:48:15, time: 1.578, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1530, s0.acc: 94.7390, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2278, s1.loss_cls: 0.0742, s1.acc: 94.8326, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1107, s2.loss_cls: 0.0367, s2.acc: 94.6726, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0519, loss: 1.0595 +2024-03-10 20:15:53,519 - mmdet - INFO - Epoch [11][3950/7330] lr: 4.612e-06, eta: 3 days, 10:46:40, time: 1.472, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1499, s0.acc: 94.9307, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2334, s1.loss_cls: 0.0704, s1.acc: 95.1215, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1126, s2.loss_cls: 0.0346, s2.acc: 95.1223, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0525, loss: 1.0548 +2024-03-10 20:17:19,767 - mmdet - INFO - Epoch [11][4000/7330] lr: 4.612e-06, eta: 3 days, 10:45:36, time: 1.725, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1572, s0.acc: 94.5022, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2339, s1.loss_cls: 0.0745, s1.acc: 94.6466, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1138, s2.loss_cls: 0.0368, s2.acc: 94.5603, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0531, loss: 1.0976 +2024-03-10 20:18:41,700 - mmdet - INFO - Epoch [11][4050/7330] lr: 4.612e-06, eta: 3 days, 10:44:21, time: 1.638, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1640, s0.acc: 94.2612, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2361, s1.loss_cls: 0.0782, s1.acc: 94.4776, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1154, s2.loss_cls: 0.0386, s2.acc: 94.3665, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0536, loss: 1.1187 +2024-03-10 20:20:05,109 - mmdet - INFO - Epoch [11][4100/7330] lr: 4.612e-06, eta: 3 days, 10:43:10, time: 1.669, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1688, s0.acc: 94.2361, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2317, s1.loss_cls: 0.0786, s1.acc: 94.5290, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1130, s2.loss_cls: 0.0390, s2.acc: 94.4590, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0530, loss: 1.1155 +2024-03-10 20:21:23,444 - mmdet - INFO - Epoch [11][4150/7330] lr: 4.612e-06, eta: 3 days, 10:41:46, time: 1.567, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1640, s0.acc: 94.4285, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2328, s1.loss_cls: 0.0780, s1.acc: 94.5516, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1138, s2.loss_cls: 0.0383, s2.acc: 94.4554, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0531, loss: 1.1071 +2024-03-10 20:22:42,963 - mmdet - INFO - Epoch [11][4200/7330] lr: 4.612e-06, eta: 3 days, 10:40:26, time: 1.590, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1634, s0.acc: 94.2715, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2397, s1.loss_cls: 0.0789, s1.acc: 94.4165, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1173, s2.loss_cls: 0.0395, s2.acc: 94.2483, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0548, loss: 1.1231 +2024-03-10 20:24:01,777 - mmdet - INFO - Epoch [11][4250/7330] lr: 4.612e-06, eta: 3 days, 10:39:03, time: 1.576, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1594, s0.acc: 94.5437, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2341, s1.loss_cls: 0.0750, s1.acc: 94.7704, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1147, s2.loss_cls: 0.0373, s2.acc: 94.6259, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0541, loss: 1.0936 +2024-03-10 20:25:24,578 - mmdet - INFO - Epoch [11][4300/7330] lr: 4.612e-06, eta: 3 days, 10:37:51, time: 1.656, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1700, s0.acc: 94.1665, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2389, s1.loss_cls: 0.0812, s1.acc: 94.2749, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1161, s2.loss_cls: 0.0395, s2.acc: 94.3020, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0541, loss: 1.1482 +2024-03-10 20:26:46,503 - mmdet - INFO - Epoch [11][4350/7330] lr: 4.612e-06, eta: 3 days, 10:36:36, time: 1.639, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1580, s0.acc: 94.4492, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2335, s1.loss_cls: 0.0761, s1.acc: 94.5831, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1148, s2.loss_cls: 0.0373, s2.acc: 94.5438, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0539, loss: 1.0960 +2024-03-10 20:28:05,114 - mmdet - INFO - Epoch [11][4400/7330] lr: 4.612e-06, eta: 3 days, 10:35:13, time: 1.572, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1608, s0.acc: 94.5007, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2285, s1.loss_cls: 0.0770, s1.acc: 94.6096, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1116, s2.loss_cls: 0.0383, s2.acc: 94.4876, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0529, loss: 1.0844 +2024-03-10 20:29:22,042 - mmdet - INFO - Epoch [11][4450/7330] lr: 4.612e-06, eta: 3 days, 10:33:46, time: 1.539, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1701, s0.acc: 94.1448, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2386, s1.loss_cls: 0.0800, s1.acc: 94.2890, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1173, s2.loss_cls: 0.0395, s2.acc: 94.2371, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0545, loss: 1.1408 +2024-03-10 20:30:42,603 - mmdet - INFO - Epoch [11][4500/7330] lr: 4.612e-06, eta: 3 days, 10:32:28, time: 1.611, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1637, s0.acc: 94.3953, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2368, s1.loss_cls: 0.0790, s1.acc: 94.5489, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1162, s2.loss_cls: 0.0392, s2.acc: 94.4288, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0546, loss: 1.1114 +2024-03-10 20:32:00,811 - mmdet - INFO - Epoch [11][4550/7330] lr: 4.612e-06, eta: 3 days, 10:31:04, time: 1.564, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1691, s0.acc: 94.2085, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2330, s1.loss_cls: 0.0799, s1.acc: 94.3139, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1135, s2.loss_cls: 0.0394, s2.acc: 94.3162, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0530, loss: 1.1155 +2024-03-10 20:33:17,232 - mmdet - INFO - Epoch [11][4600/7330] lr: 4.612e-06, eta: 3 days, 10:29:36, time: 1.528, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1674, s0.acc: 94.2598, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2292, s1.loss_cls: 0.0794, s1.acc: 94.4507, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1136, s2.loss_cls: 0.0390, s2.acc: 94.3600, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0532, loss: 1.1201 +2024-03-10 20:34:38,539 - mmdet - INFO - Epoch [11][4650/7330] lr: 4.612e-06, eta: 3 days, 10:28:20, time: 1.626, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1652, s0.acc: 94.4104, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2377, s1.loss_cls: 0.0784, s1.acc: 94.5543, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1164, s2.loss_cls: 0.0384, s2.acc: 94.5780, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0546, loss: 1.1131 +2024-03-10 20:35:57,903 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 20:35:57,903 - mmdet - INFO - Epoch [11][4700/7330] lr: 4.612e-06, eta: 3 days, 10:26:59, time: 1.587, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1552, s0.acc: 94.7510, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2383, s1.loss_cls: 0.0737, s1.acc: 94.8440, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1157, s2.loss_cls: 0.0365, s2.acc: 94.6775, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0544, loss: 1.0804 +2024-03-10 20:37:19,084 - mmdet - INFO - Epoch [11][4750/7330] lr: 4.612e-06, eta: 3 days, 10:25:42, time: 1.624, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1603, s0.acc: 94.5442, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2410, s1.loss_cls: 0.0762, s1.acc: 94.6898, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1172, s2.loss_cls: 0.0376, s2.acc: 94.5910, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0552, loss: 1.1104 +2024-03-10 20:38:38,514 - mmdet - INFO - Epoch [11][4800/7330] lr: 4.612e-06, eta: 3 days, 10:24:22, time: 1.589, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1747, s0.acc: 94.0969, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2361, s1.loss_cls: 0.0830, s1.acc: 94.2020, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1141, s2.loss_cls: 0.0403, s2.acc: 94.1737, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0530, loss: 1.1410 +2024-03-10 20:39:57,192 - mmdet - INFO - Epoch [11][4850/7330] lr: 4.612e-06, eta: 3 days, 10:22:59, time: 1.574, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1559, s0.acc: 94.7109, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2339, s1.loss_cls: 0.0737, s1.acc: 94.8319, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1134, s2.loss_cls: 0.0359, s2.acc: 94.7475, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0530, loss: 1.0766 +2024-03-10 20:41:19,524 - mmdet - INFO - Epoch [11][4900/7330] lr: 4.612e-06, eta: 3 days, 10:21:45, time: 1.647, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1601, s0.acc: 94.5391, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2386, s1.loss_cls: 0.0770, s1.acc: 94.5861, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1158, s2.loss_cls: 0.0381, s2.acc: 94.4757, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0540, loss: 1.1006 +2024-03-10 20:42:33,347 - mmdet - INFO - Epoch [11][4950/7330] lr: 4.612e-06, eta: 3 days, 10:20:11, time: 1.476, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1558, s0.acc: 94.5830, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2343, s1.loss_cls: 0.0744, s1.acc: 94.6696, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1145, s2.loss_cls: 0.0369, s2.acc: 94.5568, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0535, loss: 1.0892 +2024-03-10 20:43:49,781 - mmdet - INFO - Epoch [11][5000/7330] lr: 4.612e-06, eta: 3 days, 10:18:43, time: 1.529, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1726, s0.acc: 94.0686, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2359, s1.loss_cls: 0.0819, s1.acc: 94.2611, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1154, s2.loss_cls: 0.0406, s2.acc: 94.0835, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0539, loss: 1.1517 +2024-03-10 20:45:06,758 - mmdet - INFO - Epoch [11][5050/7330] lr: 4.612e-06, eta: 3 days, 10:17:16, time: 1.540, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1680, s0.acc: 94.2637, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2325, s1.loss_cls: 0.0807, s1.acc: 94.3652, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1138, s2.loss_cls: 0.0405, s2.acc: 94.2087, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0529, loss: 1.1266 +2024-03-10 20:46:25,725 - mmdet - INFO - Epoch [11][5100/7330] lr: 4.612e-06, eta: 3 days, 10:15:54, time: 1.579, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1628, s0.acc: 94.4504, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2427, s1.loss_cls: 0.0775, s1.acc: 94.6041, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1187, s2.loss_cls: 0.0379, s2.acc: 94.5478, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0550, loss: 1.1232 +2024-03-10 20:47:43,335 - mmdet - INFO - Epoch [11][5150/7330] lr: 4.612e-06, eta: 3 days, 10:14:29, time: 1.553, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1645, s0.acc: 94.2983, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2316, s1.loss_cls: 0.0780, s1.acc: 94.3421, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1133, s2.loss_cls: 0.0388, s2.acc: 94.1333, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0535, loss: 1.1192 +2024-03-10 20:49:04,863 - mmdet - INFO - Epoch [11][5200/7330] lr: 4.612e-06, eta: 3 days, 10:13:13, time: 1.630, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1766, s0.acc: 93.8752, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2442, s1.loss_cls: 0.0834, s1.acc: 94.1075, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1183, s2.loss_cls: 0.0416, s2.acc: 93.9019, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0552, loss: 1.1755 +2024-03-10 20:50:22,675 - mmdet - INFO - Epoch [11][5250/7330] lr: 4.612e-06, eta: 3 days, 10:11:49, time: 1.557, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1575, s0.acc: 94.5818, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2321, s1.loss_cls: 0.0751, s1.acc: 94.6428, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1146, s2.loss_cls: 0.0372, s2.acc: 94.6002, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0537, loss: 1.0895 +2024-03-10 20:51:45,325 - mmdet - INFO - Epoch [11][5300/7330] lr: 4.612e-06, eta: 3 days, 10:10:36, time: 1.653, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1692, s0.acc: 94.3647, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2325, s1.loss_cls: 0.0792, s1.acc: 94.5799, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1127, s2.loss_cls: 0.0388, s2.acc: 94.5368, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0532, loss: 1.1103 +2024-03-10 20:53:11,022 - mmdet - INFO - Epoch [11][5350/7330] lr: 4.612e-06, eta: 3 days, 10:09:30, time: 1.714, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1559, s0.acc: 94.5474, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2348, s1.loss_cls: 0.0748, s1.acc: 94.6209, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1142, s2.loss_cls: 0.0371, s2.acc: 94.6067, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0529, loss: 1.0961 +2024-03-10 20:54:28,243 - mmdet - INFO - Epoch [11][5400/7330] lr: 4.612e-06, eta: 3 days, 10:08:04, time: 1.544, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1676, s0.acc: 94.1550, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2403, s1.loss_cls: 0.0800, s1.acc: 94.2808, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1160, s2.loss_cls: 0.0399, s2.acc: 94.1401, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0546, loss: 1.1401 +2024-03-10 20:55:47,770 - mmdet - INFO - Epoch [11][5450/7330] lr: 4.612e-06, eta: 3 days, 10:06:43, time: 1.591, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1668, s0.acc: 94.2217, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2421, s1.loss_cls: 0.0786, s1.acc: 94.4067, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1174, s2.loss_cls: 0.0389, s2.acc: 94.3285, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0547, loss: 1.1316 +2024-03-10 20:57:07,423 - mmdet - INFO - Epoch [11][5500/7330] lr: 4.612e-06, eta: 3 days, 10:05:23, time: 1.593, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1541, s0.acc: 94.5815, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2324, s1.loss_cls: 0.0742, s1.acc: 94.6420, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1138, s2.loss_cls: 0.0369, s2.acc: 94.5446, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0535, loss: 1.0718 +2024-03-10 20:58:27,289 - mmdet - INFO - Epoch [11][5550/7330] lr: 4.612e-06, eta: 3 days, 10:04:03, time: 1.597, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1585, s0.acc: 94.5171, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2355, s1.loss_cls: 0.0760, s1.acc: 94.6855, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1160, s2.loss_cls: 0.0370, s2.acc: 94.6987, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0542, loss: 1.0935 +2024-03-10 20:59:47,126 - mmdet - INFO - Epoch [11][5600/7330] lr: 4.612e-06, eta: 3 days, 10:02:43, time: 1.597, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1647, s0.acc: 94.3879, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2369, s1.loss_cls: 0.0786, s1.acc: 94.5760, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1152, s2.loss_cls: 0.0387, s2.acc: 94.4943, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0542, loss: 1.1212 +2024-03-10 21:01:04,901 - mmdet - INFO - Epoch [11][5650/7330] lr: 4.612e-06, eta: 3 days, 10:01:19, time: 1.555, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1592, s0.acc: 94.6367, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2299, s1.loss_cls: 0.0754, s1.acc: 94.8194, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1107, s2.loss_cls: 0.0371, s2.acc: 94.7202, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0520, loss: 1.0726 +2024-03-10 21:02:26,296 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 21:02:26,297 - mmdet - INFO - Epoch [11][5700/7330] lr: 4.612e-06, eta: 3 days, 10:00:02, time: 1.628, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1680, s0.acc: 94.1843, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2382, s1.loss_cls: 0.0807, s1.acc: 94.3526, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1168, s2.loss_cls: 0.0399, s2.acc: 94.2122, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0547, loss: 1.1273 +2024-03-10 21:03:41,280 - mmdet - INFO - Epoch [11][5750/7330] lr: 4.612e-06, eta: 3 days, 9:58:31, time: 1.500, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1631, s0.acc: 94.3516, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2349, s1.loss_cls: 0.0772, s1.acc: 94.6042, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1147, s2.loss_cls: 0.0388, s2.acc: 94.3165, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0537, loss: 1.1158 +2024-03-10 21:05:00,526 - mmdet - INFO - Epoch [11][5800/7330] lr: 4.612e-06, eta: 3 days, 9:57:10, time: 1.585, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1653, s0.acc: 94.3220, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2351, s1.loss_cls: 0.0792, s1.acc: 94.4759, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1154, s2.loss_cls: 0.0384, s2.acc: 94.4034, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0540, loss: 1.1154 +2024-03-10 21:06:22,196 - mmdet - INFO - Epoch [11][5850/7330] lr: 4.612e-06, eta: 3 days, 9:55:54, time: 1.633, data_time: 0.217, memory: 23149, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1676, s0.acc: 94.2629, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2382, s1.loss_cls: 0.0797, s1.acc: 94.4281, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1150, s2.loss_cls: 0.0396, s2.acc: 94.2585, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0537, loss: 1.1328 +2024-03-10 21:07:42,488 - mmdet - INFO - Epoch [11][5900/7330] lr: 4.612e-06, eta: 3 days, 9:54:36, time: 1.606, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1589, s0.acc: 94.4133, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2360, s1.loss_cls: 0.0754, s1.acc: 94.5685, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1144, s2.loss_cls: 0.0373, s2.acc: 94.4955, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0535, loss: 1.1007 +2024-03-10 21:09:00,062 - mmdet - INFO - Epoch [11][5950/7330] lr: 4.612e-06, eta: 3 days, 9:53:11, time: 1.551, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1671, s0.acc: 94.2427, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2395, s1.loss_cls: 0.0799, s1.acc: 94.3521, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1165, s2.loss_cls: 0.0398, s2.acc: 94.1952, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0542, loss: 1.1348 +2024-03-10 21:10:23,560 - mmdet - INFO - Epoch [11][6000/7330] lr: 4.612e-06, eta: 3 days, 9:51:59, time: 1.670, data_time: 0.237, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1641, s0.acc: 94.3718, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2327, s1.loss_cls: 0.0781, s1.acc: 94.4921, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1122, s2.loss_cls: 0.0385, s2.acc: 94.4659, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0529, loss: 1.1037 +2024-03-10 21:11:46,521 - mmdet - INFO - Epoch [11][6050/7330] lr: 4.612e-06, eta: 3 days, 9:50:47, time: 1.659, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1708, s0.acc: 94.2085, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2330, s1.loss_cls: 0.0808, s1.acc: 94.4037, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1138, s2.loss_cls: 0.0397, s2.acc: 94.4155, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0536, loss: 1.1348 +2024-03-10 21:13:05,783 - mmdet - INFO - Epoch [11][6100/7330] lr: 4.612e-06, eta: 3 days, 9:49:26, time: 1.585, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1549, s0.acc: 94.6877, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2371, s1.loss_cls: 0.0738, s1.acc: 94.8090, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1155, s2.loss_cls: 0.0365, s2.acc: 94.6826, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0542, loss: 1.0830 +2024-03-10 21:14:25,083 - mmdet - INFO - Epoch [11][6150/7330] lr: 4.612e-06, eta: 3 days, 9:48:04, time: 1.586, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1701, s0.acc: 94.2092, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2323, s1.loss_cls: 0.0822, s1.acc: 94.2825, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1125, s2.loss_cls: 0.0403, s2.acc: 94.1816, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0527, loss: 1.1269 +2024-03-10 21:15:43,005 - mmdet - INFO - Epoch [11][6200/7330] lr: 4.612e-06, eta: 3 days, 9:46:40, time: 1.558, data_time: 0.121, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1663, s0.acc: 94.2798, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2328, s1.loss_cls: 0.0786, s1.acc: 94.4904, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1141, s2.loss_cls: 0.0390, s2.acc: 94.3560, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0537, loss: 1.1232 +2024-03-10 21:17:02,386 - mmdet - INFO - Epoch [11][6250/7330] lr: 4.612e-06, eta: 3 days, 9:45:19, time: 1.588, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1613, s0.acc: 94.5583, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2344, s1.loss_cls: 0.0768, s1.acc: 94.7437, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1153, s2.loss_cls: 0.0380, s2.acc: 94.6647, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0545, loss: 1.0929 +2024-03-10 21:18:17,701 - mmdet - INFO - Epoch [11][6300/7330] lr: 4.612e-06, eta: 3 days, 9:43:49, time: 1.506, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1577, s0.acc: 94.5540, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2349, s1.loss_cls: 0.0740, s1.acc: 94.8304, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1156, s2.loss_cls: 0.0365, s2.acc: 94.7844, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0539, loss: 1.0930 +2024-03-10 21:19:39,033 - mmdet - INFO - Epoch [11][6350/7330] lr: 4.612e-06, eta: 3 days, 9:42:33, time: 1.627, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1615, s0.acc: 94.4929, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2365, s1.loss_cls: 0.0772, s1.acc: 94.6176, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1153, s2.loss_cls: 0.0382, s2.acc: 94.5009, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0540, loss: 1.0993 +2024-03-10 21:21:00,174 - mmdet - INFO - Epoch [11][6400/7330] lr: 4.612e-06, eta: 3 days, 9:41:16, time: 1.623, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1669, s0.acc: 94.3857, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2367, s1.loss_cls: 0.0788, s1.acc: 94.4924, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1177, s2.loss_cls: 0.0387, s2.acc: 94.5071, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0552, loss: 1.1132 +2024-03-10 21:22:21,659 - mmdet - INFO - Epoch [11][6450/7330] lr: 4.612e-06, eta: 3 days, 9:40:00, time: 1.630, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1753, s0.acc: 94.1069, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2339, s1.loss_cls: 0.0847, s1.acc: 94.0812, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1154, s2.loss_cls: 0.0413, s2.acc: 94.0663, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0543, loss: 1.1463 +2024-03-10 21:23:45,047 - mmdet - INFO - Epoch [11][6500/7330] lr: 4.612e-06, eta: 3 days, 9:38:48, time: 1.668, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1789, s0.acc: 93.8784, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2399, s1.loss_cls: 0.0859, s1.acc: 93.9348, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1164, s2.loss_cls: 0.0424, s2.acc: 93.8352, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0542, loss: 1.1722 +2024-03-10 21:25:06,633 - mmdet - INFO - Epoch [11][6550/7330] lr: 4.612e-06, eta: 3 days, 9:37:32, time: 1.632, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1658, s0.acc: 94.3162, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2351, s1.loss_cls: 0.0787, s1.acc: 94.4549, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1159, s2.loss_cls: 0.0391, s2.acc: 94.3459, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0541, loss: 1.1274 +2024-03-10 21:26:29,386 - mmdet - INFO - Epoch [11][6600/7330] lr: 4.612e-06, eta: 3 days, 9:36:19, time: 1.655, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1652, s0.acc: 94.3589, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2326, s1.loss_cls: 0.0774, s1.acc: 94.5502, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1133, s2.loss_cls: 0.0385, s2.acc: 94.4459, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0535, loss: 1.1007 +2024-03-10 21:27:50,736 - mmdet - INFO - Epoch [11][6650/7330] lr: 4.612e-06, eta: 3 days, 9:35:03, time: 1.627, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1768, s0.acc: 94.0112, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2362, s1.loss_cls: 0.0853, s1.acc: 94.0604, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1158, s2.loss_cls: 0.0422, s2.acc: 93.9538, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0542, loss: 1.1633 +2024-03-10 21:29:11,325 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 21:29:11,325 - mmdet - INFO - Epoch [11][6700/7330] lr: 4.612e-06, eta: 3 days, 9:33:45, time: 1.612, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1742, s0.acc: 94.0171, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2359, s1.loss_cls: 0.0826, s1.acc: 94.2298, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1166, s2.loss_cls: 0.0406, s2.acc: 94.2219, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0548, loss: 1.1436 +2024-03-10 21:30:28,831 - mmdet - INFO - Epoch [11][6750/7330] lr: 4.612e-06, eta: 3 days, 9:32:20, time: 1.550, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1772, s0.acc: 93.9873, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2383, s1.loss_cls: 0.0851, s1.acc: 94.0804, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1167, s2.loss_cls: 0.0414, s2.acc: 94.0580, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0546, loss: 1.1601 +2024-03-10 21:31:49,456 - mmdet - INFO - Epoch [11][6800/7330] lr: 4.612e-06, eta: 3 days, 9:31:01, time: 1.613, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1728, s0.acc: 94.2217, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2399, s1.loss_cls: 0.0816, s1.acc: 94.3232, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1168, s2.loss_cls: 0.0399, s2.acc: 94.3021, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0543, loss: 1.1308 +2024-03-10 21:33:10,444 - mmdet - INFO - Epoch [11][6850/7330] lr: 4.612e-06, eta: 3 days, 9:29:44, time: 1.620, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1675, s0.acc: 94.2312, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2391, s1.loss_cls: 0.0788, s1.acc: 94.4446, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1155, s2.loss_cls: 0.0386, s2.acc: 94.4160, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0539, loss: 1.1289 +2024-03-10 21:34:28,749 - mmdet - INFO - Epoch [11][6900/7330] lr: 4.612e-06, eta: 3 days, 9:28:21, time: 1.566, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1700, s0.acc: 94.2095, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2369, s1.loss_cls: 0.0808, s1.acc: 94.3897, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1169, s2.loss_cls: 0.0399, s2.acc: 94.2821, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0551, loss: 1.1311 +2024-03-10 21:35:50,185 - mmdet - INFO - Epoch [11][6950/7330] lr: 4.612e-06, eta: 3 days, 9:27:05, time: 1.629, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1761, s0.acc: 94.1309, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2368, s1.loss_cls: 0.0835, s1.acc: 94.3185, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1174, s2.loss_cls: 0.0416, s2.acc: 94.1282, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0550, loss: 1.1544 +2024-03-10 21:37:11,649 - mmdet - INFO - Epoch [11][7000/7330] lr: 4.612e-06, eta: 3 days, 9:25:49, time: 1.629, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1701, s0.acc: 94.1851, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2303, s1.loss_cls: 0.0811, s1.acc: 94.3924, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1124, s2.loss_cls: 0.0397, s2.acc: 94.3362, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0528, loss: 1.1211 +2024-03-10 21:38:31,373 - mmdet - INFO - Epoch [11][7050/7330] lr: 4.612e-06, eta: 3 days, 9:24:28, time: 1.594, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1694, s0.acc: 94.2559, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2395, s1.loss_cls: 0.0799, s1.acc: 94.4361, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1182, s2.loss_cls: 0.0389, s2.acc: 94.4394, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0552, loss: 1.1256 +2024-03-10 21:39:48,844 - mmdet - INFO - Epoch [11][7100/7330] lr: 4.612e-06, eta: 3 days, 9:23:03, time: 1.549, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1820, s0.acc: 93.7949, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2369, s1.loss_cls: 0.0873, s1.acc: 93.8785, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1162, s2.loss_cls: 0.0426, s2.acc: 93.8531, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0543, loss: 1.1713 +2024-03-10 21:41:09,358 - mmdet - INFO - Epoch [11][7150/7330] lr: 4.612e-06, eta: 3 days, 9:21:45, time: 1.610, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1693, s0.acc: 94.2039, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2416, s1.loss_cls: 0.0802, s1.acc: 94.3160, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1178, s2.loss_cls: 0.0398, s2.acc: 94.1889, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0556, loss: 1.1436 +2024-03-10 21:42:28,104 - mmdet - INFO - Epoch [11][7200/7330] lr: 4.612e-06, eta: 3 days, 9:20:23, time: 1.575, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1713, s0.acc: 94.1646, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2332, s1.loss_cls: 0.0813, s1.acc: 94.3331, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1150, s2.loss_cls: 0.0396, s2.acc: 94.3455, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0540, loss: 1.1321 +2024-03-10 21:43:49,603 - mmdet - INFO - Epoch [11][7250/7330] lr: 4.612e-06, eta: 3 days, 9:19:07, time: 1.630, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1634, s0.acc: 94.3855, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2324, s1.loss_cls: 0.0786, s1.acc: 94.4754, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1138, s2.loss_cls: 0.0387, s2.acc: 94.3582, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0535, loss: 1.0979 +2024-03-10 21:45:10,103 - mmdet - INFO - Epoch [11][7300/7330] lr: 4.612e-06, eta: 3 days, 9:17:48, time: 1.610, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1598, s0.acc: 94.5100, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2269, s1.loss_cls: 0.0766, s1.acc: 94.6084, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1130, s2.loss_cls: 0.0379, s2.acc: 94.3883, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0538, loss: 1.0912 +2024-03-10 21:45:50,331 - mmdet - INFO - Saving checkpoint at 11 epochs +2024-03-10 21:53:00,854 - mmdet - INFO - Evaluating bbox... +2024-03-10 21:53:33,659 - 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 ] = 0.661 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.516 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.295 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.523 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.620 + 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 ] = 0.424 + 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 ] = 0.774 + +2024-03-10 21:53:33,659 - mmdet - INFO - Evaluating segm... +2024-03-10 21:54:15,273 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.414 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.635 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.448 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.211 + 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 ] = 0.599 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.544 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.544 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.544 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.351 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.590 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.700 + +2024-03-10 21:54:15,898 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-10 21:54:15,899 - mmdet - INFO - Epoch(val) [11][1250] bbox_mAP: 0.4770, bbox_mAP_50: 0.6610, bbox_mAP_75: 0.5160, bbox_mAP_s: 0.2950, bbox_mAP_m: 0.5230, bbox_mAP_l: 0.6200, bbox_mAP_copypaste: 0.477 0.661 0.516 0.295 0.523 0.620, segm_mAP: 0.4140, segm_mAP_50: 0.6350, segm_mAP_75: 0.4480, segm_mAP_s: 0.2110, segm_mAP_m: 0.4510, segm_mAP_l: 0.5990, segm_mAP_copypaste: 0.414 0.635 0.448 0.211 0.451 0.599 +2024-03-10 21:55:37,409 - mmdet - INFO - Epoch [12][50/7330] lr: 4.612e-06, eta: 3 days, 9:13:55, time: 1.629, data_time: 0.242, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1621, s0.acc: 94.4475, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2325, s1.loss_cls: 0.0761, s1.acc: 94.6270, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1126, s2.loss_cls: 0.0375, s2.acc: 94.6179, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0527, loss: 1.0980 +2024-03-10 21:56:58,234 - mmdet - INFO - Epoch [12][100/7330] lr: 4.612e-06, eta: 3 days, 9:12:38, time: 1.616, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1718, s0.acc: 94.1123, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2356, s1.loss_cls: 0.0815, s1.acc: 94.1932, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1146, s2.loss_cls: 0.0403, s2.acc: 94.0607, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0531, loss: 1.1401 +2024-03-10 21:58:20,686 - mmdet - INFO - Epoch [12][150/7330] lr: 4.612e-06, eta: 3 days, 9:11:24, time: 1.649, data_time: 0.213, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1598, s0.acc: 94.4675, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2300, s1.loss_cls: 0.0760, s1.acc: 94.6378, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1137, s2.loss_cls: 0.0373, s2.acc: 94.6147, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0536, loss: 1.0941 +2024-03-10 21:59:41,003 - mmdet - INFO - Epoch [12][200/7330] lr: 4.612e-06, eta: 3 days, 9:10:05, time: 1.606, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1551, s0.acc: 94.6118, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2298, s1.loss_cls: 0.0745, s1.acc: 94.7248, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1141, s2.loss_cls: 0.0374, s2.acc: 94.5051, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0539, loss: 1.0752 +2024-03-10 22:00:51,352 - mmdet - INFO - Epoch [12][250/7330] lr: 4.612e-06, eta: 3 days, 9:08:24, time: 1.407, data_time: 0.118, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1528, s0.acc: 94.6243, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2335, s1.loss_cls: 0.0730, s1.acc: 94.7739, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1145, s2.loss_cls: 0.0358, s2.acc: 94.7092, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0532, loss: 1.0782 +2024-03-10 22:02:11,898 - mmdet - INFO - Epoch [12][300/7330] lr: 4.612e-06, eta: 3 days, 9:07:06, time: 1.611, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1555, s0.acc: 94.5359, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2350, s1.loss_cls: 0.0740, s1.acc: 94.6925, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1139, s2.loss_cls: 0.0365, s2.acc: 94.6402, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0533, loss: 1.0855 +2024-03-10 22:03:34,728 - mmdet - INFO - Epoch [12][350/7330] lr: 4.612e-06, eta: 3 days, 9:05:53, time: 1.657, data_time: 0.210, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1554, s0.acc: 94.4753, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2318, s1.loss_cls: 0.0742, s1.acc: 94.6536, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1139, s2.loss_cls: 0.0372, s2.acc: 94.5807, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0534, loss: 1.0958 +2024-03-10 22:04:59,298 - mmdet - INFO - Epoch [12][400/7330] lr: 4.612e-06, eta: 3 days, 9:04:44, time: 1.691, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1696, s0.acc: 94.1934, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2357, s1.loss_cls: 0.0789, s1.acc: 94.4468, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1167, s2.loss_cls: 0.0391, s2.acc: 94.3186, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0550, loss: 1.1372 +2024-03-10 22:06:23,400 - mmdet - INFO - Epoch [12][450/7330] lr: 4.612e-06, eta: 3 days, 9:03:34, time: 1.682, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1642, s0.acc: 94.3230, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2323, s1.loss_cls: 0.0780, s1.acc: 94.3808, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1147, s2.loss_cls: 0.0390, s2.acc: 94.2562, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0541, loss: 1.1102 +2024-03-10 22:07:45,808 - mmdet - INFO - Epoch [12][500/7330] lr: 4.612e-06, eta: 3 days, 9:02:20, time: 1.648, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1644, s0.acc: 94.2488, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2275, s1.loss_cls: 0.0791, s1.acc: 94.3244, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1117, s2.loss_cls: 0.0388, s2.acc: 94.3169, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0524, loss: 1.1053 +2024-03-10 22:09:01,909 - mmdet - INFO - Epoch [12][550/7330] lr: 4.612e-06, eta: 3 days, 9:00:51, time: 1.522, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1676, s0.acc: 94.2378, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2319, s1.loss_cls: 0.0793, s1.acc: 94.4153, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1145, s2.loss_cls: 0.0395, s2.acc: 94.2282, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0544, loss: 1.1283 +2024-03-10 22:10:19,174 - mmdet - INFO - Epoch [12][600/7330] lr: 4.612e-06, eta: 3 days, 8:59:26, time: 1.545, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1636, s0.acc: 94.3865, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2315, s1.loss_cls: 0.0765, s1.acc: 94.5494, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1133, s2.loss_cls: 0.0381, s2.acc: 94.4458, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0530, loss: 1.1031 +2024-03-10 22:11:37,451 - mmdet - INFO - Epoch [12][650/7330] lr: 4.612e-06, eta: 3 days, 8:58:03, time: 1.566, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1552, s0.acc: 94.6404, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2276, s1.loss_cls: 0.0748, s1.acc: 94.7336, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1129, s2.loss_cls: 0.0376, s2.acc: 94.5132, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0533, loss: 1.0863 +2024-03-10 22:12:58,958 - mmdet - INFO - Epoch [12][700/7330] lr: 4.612e-06, eta: 3 days, 8:56:47, time: 1.630, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1641, s0.acc: 94.2561, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2267, s1.loss_cls: 0.0785, s1.acc: 94.3801, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1112, s2.loss_cls: 0.0394, s2.acc: 94.2249, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0522, loss: 1.1114 +2024-03-10 22:14:18,994 - mmdet - INFO - Epoch [12][750/7330] lr: 4.612e-06, eta: 3 days, 8:55:27, time: 1.601, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1640, s0.acc: 94.3333, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2325, s1.loss_cls: 0.0794, s1.acc: 94.4199, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1147, s2.loss_cls: 0.0398, s2.acc: 94.2418, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0538, loss: 1.1122 +2024-03-10 22:15:37,795 - mmdet - INFO - Epoch [12][800/7330] lr: 4.612e-06, eta: 3 days, 8:54:05, time: 1.576, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1634, s0.acc: 94.4282, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2312, s1.loss_cls: 0.0785, s1.acc: 94.4604, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1142, s2.loss_cls: 0.0383, s2.acc: 94.4009, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0537, loss: 1.0954 +2024-03-10 22:17:01,098 - mmdet - INFO - Epoch [12][850/7330] lr: 4.612e-06, eta: 3 days, 8:52:53, time: 1.666, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1617, s0.acc: 94.4597, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2326, s1.loss_cls: 0.0755, s1.acc: 94.6801, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1135, s2.loss_cls: 0.0372, s2.acc: 94.6141, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0531, loss: 1.0931 +2024-03-10 22:18:23,715 - mmdet - INFO - Epoch [12][900/7330] lr: 4.612e-06, eta: 3 days, 8:51:40, time: 1.653, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1634, s0.acc: 94.4092, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2294, s1.loss_cls: 0.0776, s1.acc: 94.5681, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1138, s2.loss_cls: 0.0384, s2.acc: 94.4274, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0539, loss: 1.0969 +2024-03-10 22:19:42,704 - mmdet - INFO - Epoch [12][950/7330] lr: 4.612e-06, eta: 3 days, 8:50:18, time: 1.580, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1613, s0.acc: 94.3572, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2371, s1.loss_cls: 0.0767, s1.acc: 94.4922, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1154, s2.loss_cls: 0.0378, s2.acc: 94.4293, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0541, loss: 1.1104 +2024-03-10 22:21:04,818 - mmdet - INFO - Epoch [12][1000/7330] lr: 4.612e-06, eta: 3 days, 8:49:03, time: 1.642, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1554, s0.acc: 94.5488, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2250, s1.loss_cls: 0.0726, s1.acc: 94.7536, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1104, s2.loss_cls: 0.0359, s2.acc: 94.6133, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0520, loss: 1.0759 +2024-03-10 22:22:25,378 - mmdet - INFO - Epoch [12][1050/7330] lr: 4.612e-06, eta: 3 days, 8:47:45, time: 1.611, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1661, s0.acc: 94.2124, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2303, s1.loss_cls: 0.0785, s1.acc: 94.3740, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1133, s2.loss_cls: 0.0390, s2.acc: 94.3335, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0531, loss: 1.1129 +2024-03-10 22:23:48,935 - mmdet - INFO - Epoch [12][1100/7330] lr: 4.612e-06, eta: 3 days, 8:46:34, time: 1.671, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1632, s0.acc: 94.3594, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2290, s1.loss_cls: 0.0781, s1.acc: 94.5000, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1138, s2.loss_cls: 0.0393, s2.acc: 94.3682, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0535, loss: 1.1094 +2024-03-10 22:25:06,962 - mmdet - INFO - Epoch [12][1150/7330] lr: 4.612e-06, eta: 3 days, 8:45:10, time: 1.561, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1668, s0.acc: 94.2896, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2332, s1.loss_cls: 0.0799, s1.acc: 94.3867, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1149, s2.loss_cls: 0.0392, s2.acc: 94.3472, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0537, loss: 1.1206 +2024-03-10 22:26:24,029 - mmdet - INFO - Epoch [12][1200/7330] lr: 4.612e-06, eta: 3 days, 8:43:44, time: 1.541, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1638, s0.acc: 94.4468, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2374, s1.loss_cls: 0.0775, s1.acc: 94.5907, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1165, s2.loss_cls: 0.0385, s2.acc: 94.4750, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0552, loss: 1.1079 +2024-03-10 22:27:43,565 - mmdet - INFO - Epoch [12][1250/7330] lr: 4.612e-06, eta: 3 days, 8:42:23, time: 1.591, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1661, s0.acc: 94.2852, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2318, s1.loss_cls: 0.0797, s1.acc: 94.4155, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1127, s2.loss_cls: 0.0391, s2.acc: 94.3457, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0528, loss: 1.1091 +2024-03-10 22:29:03,806 - mmdet - INFO - Epoch [12][1300/7330] lr: 4.612e-06, eta: 3 days, 8:41:04, time: 1.605, data_time: 0.124, memory: 23149, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1727, s0.acc: 94.1089, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2314, s1.loss_cls: 0.0818, s1.acc: 94.2556, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1129, s2.loss_cls: 0.0405, s2.acc: 94.0785, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0532, loss: 1.1330 +2024-03-10 22:30:20,127 - mmdet - INFO - Epoch [12][1350/7330] lr: 4.612e-06, eta: 3 days, 8:39:37, time: 1.526, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1697, s0.acc: 94.1677, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2272, s1.loss_cls: 0.0815, s1.acc: 94.3125, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1120, s2.loss_cls: 0.0403, s2.acc: 94.2060, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0526, loss: 1.1087 +2024-03-10 22:31:43,487 - mmdet - INFO - Epoch [12][1400/7330] lr: 4.612e-06, eta: 3 days, 8:38:25, time: 1.667, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1778, s0.acc: 93.8999, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2272, s1.loss_cls: 0.0845, s1.acc: 94.0971, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1119, s2.loss_cls: 0.0422, s2.acc: 93.9145, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0528, loss: 1.1515 +2024-03-10 22:33:04,134 - mmdet - INFO - Epoch [12][1450/7330] lr: 4.612e-06, eta: 3 days, 8:37:07, time: 1.613, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1660, s0.acc: 94.3059, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2337, s1.loss_cls: 0.0792, s1.acc: 94.3409, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1132, s2.loss_cls: 0.0389, s2.acc: 94.3183, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0528, loss: 1.1148 +2024-03-10 22:34:25,431 - mmdet - INFO - Epoch [12][1500/7330] lr: 4.612e-06, eta: 3 days, 8:35:50, time: 1.625, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1709, s0.acc: 94.1587, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2405, s1.loss_cls: 0.0811, s1.acc: 94.3430, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1171, s2.loss_cls: 0.0400, s2.acc: 94.1660, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0548, loss: 1.1440 +2024-03-10 22:35:45,255 - mmdet - INFO - Epoch [12][1550/7330] lr: 4.612e-06, eta: 3 days, 8:34:31, time: 1.597, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1758, s0.acc: 94.0305, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2371, s1.loss_cls: 0.0833, s1.acc: 94.1775, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1166, s2.loss_cls: 0.0416, s2.acc: 94.0296, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0551, loss: 1.1557 +2024-03-10 22:37:05,440 - mmdet - INFO - Epoch [12][1600/7330] lr: 4.612e-06, eta: 3 days, 8:33:12, time: 1.604, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1690, s0.acc: 94.2881, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2332, s1.loss_cls: 0.0826, s1.acc: 94.2921, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1133, s2.loss_cls: 0.0409, s2.acc: 94.3014, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0533, loss: 1.1215 +2024-03-10 22:38:22,187 - mmdet - INFO - Epoch [12][1650/7330] lr: 4.612e-06, eta: 3 days, 8:31:45, time: 1.535, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1850, s0.acc: 93.7378, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2369, s1.loss_cls: 0.0879, s1.acc: 93.8531, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1148, s2.loss_cls: 0.0436, s2.acc: 93.8444, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0533, loss: 1.1710 +2024-03-10 22:39:43,726 - mmdet - INFO - Epoch [12][1700/7330] lr: 4.612e-06, eta: 3 days, 8:30:29, time: 1.631, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1823, s0.acc: 93.7034, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2375, s1.loss_cls: 0.0862, s1.acc: 93.9355, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1163, s2.loss_cls: 0.0430, s2.acc: 93.7701, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0542, loss: 1.1882 +2024-03-10 22:41:04,730 - mmdet - INFO - Epoch [12][1750/7330] lr: 4.612e-06, eta: 3 days, 8:29:12, time: 1.620, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1638, s0.acc: 94.3677, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2314, s1.loss_cls: 0.0784, s1.acc: 94.4798, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1131, s2.loss_cls: 0.0388, s2.acc: 94.3198, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0531, loss: 1.1092 +2024-03-10 22:42:22,511 - mmdet - INFO - Epoch [12][1800/7330] lr: 4.612e-06, eta: 3 days, 8:27:47, time: 1.556, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1682, s0.acc: 94.3267, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2312, s1.loss_cls: 0.0808, s1.acc: 94.4619, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1141, s2.loss_cls: 0.0394, s2.acc: 94.4340, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0534, loss: 1.1088 +2024-03-10 22:43:44,398 - mmdet - INFO - Epoch [12][1850/7330] lr: 4.612e-06, eta: 3 days, 8:26:32, time: 1.638, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1613, s0.acc: 94.4126, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2326, s1.loss_cls: 0.0775, s1.acc: 94.4665, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1132, s2.loss_cls: 0.0389, s2.acc: 94.2617, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0531, loss: 1.1086 +2024-03-10 22:45:02,407 - mmdet - INFO - Epoch [12][1900/7330] lr: 4.612e-06, eta: 3 days, 8:25:08, time: 1.560, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1542, s0.acc: 94.6218, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2320, s1.loss_cls: 0.0740, s1.acc: 94.7241, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1136, s2.loss_cls: 0.0365, s2.acc: 94.6223, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0536, loss: 1.0794 +2024-03-10 22:46:22,120 - mmdet - INFO - Epoch [12][1950/7330] lr: 4.612e-06, eta: 3 days, 8:23:48, time: 1.594, data_time: 0.119, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1683, s0.acc: 94.2759, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2334, s1.loss_cls: 0.0806, s1.acc: 94.4160, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1144, s2.loss_cls: 0.0397, s2.acc: 94.3306, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0537, loss: 1.1157 +2024-03-10 22:47:40,550 - mmdet - INFO - Epoch [12][2000/7330] lr: 4.612e-06, eta: 3 days, 8:22:25, time: 1.569, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1606, s0.acc: 94.3496, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2332, s1.loss_cls: 0.0765, s1.acc: 94.5162, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1140, s2.loss_cls: 0.0386, s2.acc: 94.3161, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0537, loss: 1.1044 +2024-03-10 22:49:02,545 - mmdet - INFO - Epoch [12][2050/7330] lr: 4.612e-06, eta: 3 days, 8:21:10, time: 1.640, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1650, s0.acc: 94.3965, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2341, s1.loss_cls: 0.0788, s1.acc: 94.5286, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1146, s2.loss_cls: 0.0387, s2.acc: 94.5397, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0541, loss: 1.1066 +2024-03-10 22:50:26,476 - mmdet - INFO - Epoch [12][2100/7330] lr: 4.612e-06, eta: 3 days, 8:19:59, time: 1.678, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1563, s0.acc: 94.5325, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2366, s1.loss_cls: 0.0739, s1.acc: 94.6884, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1158, s2.loss_cls: 0.0367, s2.acc: 94.5620, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0545, loss: 1.0932 +2024-03-10 22:51:48,892 - mmdet - INFO - Epoch [12][2150/7330] lr: 4.612e-06, eta: 3 days, 8:18:45, time: 1.649, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1639, s0.acc: 94.2642, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2305, s1.loss_cls: 0.0783, s1.acc: 94.3850, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1140, s2.loss_cls: 0.0383, s2.acc: 94.4223, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0537, loss: 1.1138 +2024-03-10 22:53:12,097 - mmdet - INFO - Epoch [12][2200/7330] lr: 4.612e-06, eta: 3 days, 8:17:33, time: 1.664, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1710, s0.acc: 94.2083, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2346, s1.loss_cls: 0.0815, s1.acc: 94.3607, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1142, s2.loss_cls: 0.0397, s2.acc: 94.3293, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0538, loss: 1.1302 +2024-03-10 22:54:32,313 - mmdet - INFO - Epoch [12][2250/7330] lr: 4.612e-06, eta: 3 days, 8:16:14, time: 1.604, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1659, s0.acc: 94.3088, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2335, s1.loss_cls: 0.0786, s1.acc: 94.4190, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1145, s2.loss_cls: 0.0385, s2.acc: 94.3833, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0537, loss: 1.1150 +2024-03-10 22:55:51,175 - mmdet - INFO - Epoch [12][2300/7330] lr: 4.612e-06, eta: 3 days, 8:14:52, time: 1.577, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1620, s0.acc: 94.4602, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2317, s1.loss_cls: 0.0771, s1.acc: 94.6019, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1137, s2.loss_cls: 0.0382, s2.acc: 94.5186, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0535, loss: 1.1143 +2024-03-10 22:57:06,215 - mmdet - INFO - Epoch [12][2350/7330] lr: 4.612e-06, eta: 3 days, 8:13:22, time: 1.501, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1603, s0.acc: 94.4834, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2293, s1.loss_cls: 0.0768, s1.acc: 94.5964, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1121, s2.loss_cls: 0.0383, s2.acc: 94.3189, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0526, loss: 1.0986 +2024-03-10 22:58:29,625 - mmdet - INFO - Epoch [12][2400/7330] lr: 4.612e-06, eta: 3 days, 8:12:10, time: 1.668, data_time: 0.268, memory: 23149, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1696, s0.acc: 94.1528, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2287, s1.loss_cls: 0.0809, s1.acc: 94.3097, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1113, s2.loss_cls: 0.0399, s2.acc: 94.2713, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0529, loss: 1.1167 +2024-03-10 22:59:47,671 - mmdet - INFO - Epoch [12][2450/7330] lr: 4.612e-06, eta: 3 days, 8:10:46, time: 1.561, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1646, s0.acc: 94.3215, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2320, s1.loss_cls: 0.0787, s1.acc: 94.4956, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1142, s2.loss_cls: 0.0394, s2.acc: 94.2588, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0538, loss: 1.1187 +2024-03-10 23:01:02,921 - mmdet - INFO - Epoch [12][2500/7330] lr: 4.612e-06, eta: 3 days, 8:09:16, time: 1.505, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1505, s0.acc: 94.8223, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2302, s1.loss_cls: 0.0711, s1.acc: 94.9312, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1131, s2.loss_cls: 0.0351, s2.acc: 94.9073, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0533, loss: 1.0560 +2024-03-10 23:02:22,898 - mmdet - INFO - Epoch [12][2550/7330] lr: 4.612e-06, eta: 3 days, 8:07:57, time: 1.600, data_time: 0.217, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1563, s0.acc: 94.5833, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2277, s1.loss_cls: 0.0737, s1.acc: 94.8211, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1122, s2.loss_cls: 0.0363, s2.acc: 94.6927, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0528, loss: 1.0753 +2024-03-10 23:03:38,498 - mmdet - INFO - Epoch [12][2600/7330] lr: 4.612e-06, eta: 3 days, 8:06:28, time: 1.512, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1666, s0.acc: 94.3499, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2309, s1.loss_cls: 0.0784, s1.acc: 94.5473, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1140, s2.loss_cls: 0.0387, s2.acc: 94.4316, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0538, loss: 1.1105 +2024-03-10 23:04:56,637 - mmdet - INFO - Epoch [12][2650/7330] lr: 4.612e-06, eta: 3 days, 8:05:04, time: 1.563, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1561, s0.acc: 94.6702, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2311, s1.loss_cls: 0.0748, s1.acc: 94.7572, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1139, s2.loss_cls: 0.0376, s2.acc: 94.5108, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0532, loss: 1.0807 +2024-03-10 23:06:19,391 - mmdet - INFO - Epoch [12][2700/7330] lr: 4.612e-06, eta: 3 days, 8:03:51, time: 1.655, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1669, s0.acc: 94.3247, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2345, s1.loss_cls: 0.0806, s1.acc: 94.4134, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1148, s2.loss_cls: 0.0399, s2.acc: 94.1712, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0536, loss: 1.1293 +2024-03-10 23:07:37,209 - mmdet - INFO - Epoch [12][2750/7330] lr: 4.612e-06, eta: 3 days, 8:02:27, time: 1.557, data_time: 0.217, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1678, s0.acc: 94.3184, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2332, s1.loss_cls: 0.0798, s1.acc: 94.4123, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1142, s2.loss_cls: 0.0397, s2.acc: 94.2786, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0537, loss: 1.1164 +2024-03-10 23:08:57,361 - mmdet - INFO - Epoch [12][2800/7330] lr: 4.612e-06, eta: 3 days, 8:01:08, time: 1.603, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1713, s0.acc: 94.2053, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2412, s1.loss_cls: 0.0810, s1.acc: 94.3827, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1189, s2.loss_cls: 0.0404, s2.acc: 94.2896, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0559, loss: 1.1564 +2024-03-10 23:10:16,780 - mmdet - INFO - Epoch [12][2850/7330] lr: 4.612e-06, eta: 3 days, 7:59:47, time: 1.588, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1676, s0.acc: 94.3091, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2342, s1.loss_cls: 0.0797, s1.acc: 94.4490, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1155, s2.loss_cls: 0.0398, s2.acc: 94.2294, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0543, loss: 1.1215 +2024-03-10 23:11:39,128 - mmdet - INFO - Epoch [12][2900/7330] lr: 4.612e-06, eta: 3 days, 7:58:32, time: 1.647, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1630, s0.acc: 94.4390, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2331, s1.loss_cls: 0.0762, s1.acc: 94.6513, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1151, s2.loss_cls: 0.0374, s2.acc: 94.6094, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0537, loss: 1.1166 +2024-03-10 23:13:00,798 - mmdet - INFO - Epoch [12][2950/7330] lr: 4.612e-06, eta: 3 days, 7:57:17, time: 1.633, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1617, s0.acc: 94.4424, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2326, s1.loss_cls: 0.0775, s1.acc: 94.4983, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1134, s2.loss_cls: 0.0383, s2.acc: 94.4299, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0533, loss: 1.0954 +2024-03-10 23:14:19,541 - mmdet - INFO - Epoch [12][3000/7330] lr: 4.612e-06, eta: 3 days, 7:55:55, time: 1.575, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1657, s0.acc: 94.4116, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2318, s1.loss_cls: 0.0782, s1.acc: 94.5698, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1133, s2.loss_cls: 0.0382, s2.acc: 94.4679, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0532, loss: 1.1008 +2024-03-10 23:15:38,672 - mmdet - INFO - Epoch [12][3050/7330] lr: 4.612e-06, eta: 3 days, 7:54:33, time: 1.583, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1607, s0.acc: 94.5066, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2245, s1.loss_cls: 0.0770, s1.acc: 94.5787, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1107, s2.loss_cls: 0.0384, s2.acc: 94.4837, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0520, loss: 1.0759 +2024-03-10 23:16:56,830 - mmdet - INFO - Epoch [12][3100/7330] lr: 4.612e-06, eta: 3 days, 7:53:10, time: 1.563, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1682, s0.acc: 94.0732, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2374, s1.loss_cls: 0.0805, s1.acc: 94.1837, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1162, s2.loss_cls: 0.0398, s2.acc: 94.0995, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0547, loss: 1.1407 +2024-03-10 23:18:13,321 - mmdet - INFO - Epoch [12][3150/7330] lr: 4.612e-06, eta: 3 days, 7:51:43, time: 1.530, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1669, s0.acc: 94.2236, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2295, s1.loss_cls: 0.0806, s1.acc: 94.3024, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1128, s2.loss_cls: 0.0402, s2.acc: 94.1909, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0528, loss: 1.1153 +2024-03-10 23:19:31,672 - mmdet - INFO - Epoch [12][3200/7330] lr: 4.612e-06, eta: 3 days, 7:50:20, time: 1.567, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1655, s0.acc: 94.3142, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2362, s1.loss_cls: 0.0788, s1.acc: 94.4701, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1158, s2.loss_cls: 0.0392, s2.acc: 94.3083, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0543, loss: 1.1139 +2024-03-10 23:20:48,720 - mmdet - INFO - Epoch [12][3250/7330] lr: 4.612e-06, eta: 3 days, 7:48:54, time: 1.541, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1666, s0.acc: 94.3208, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2321, s1.loss_cls: 0.0775, s1.acc: 94.6104, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1140, s2.loss_cls: 0.0383, s2.acc: 94.5063, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0541, loss: 1.1148 +2024-03-10 23:22:09,536 - mmdet - INFO - Epoch [12][3300/7330] lr: 4.612e-06, eta: 3 days, 7:47:36, time: 1.616, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1573, s0.acc: 94.5925, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2288, s1.loss_cls: 0.0731, s1.acc: 94.8628, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1118, s2.loss_cls: 0.0365, s2.acc: 94.7075, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0525, loss: 1.0761 +2024-03-10 23:23:29,227 - mmdet - INFO - Epoch [12][3350/7330] lr: 4.612e-06, eta: 3 days, 7:46:16, time: 1.594, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1540, s0.acc: 94.5364, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2335, s1.loss_cls: 0.0738, s1.acc: 94.6692, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1139, s2.loss_cls: 0.0368, s2.acc: 94.5556, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0535, loss: 1.0828 +2024-03-10 23:24:46,719 - mmdet - INFO - Epoch [12][3400/7330] lr: 4.612e-06, eta: 3 days, 7:44:52, time: 1.550, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1605, s0.acc: 94.4570, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2343, s1.loss_cls: 0.0757, s1.acc: 94.7057, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1139, s2.loss_cls: 0.0368, s2.acc: 94.6854, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0530, loss: 1.1000 +2024-03-10 23:26:05,499 - mmdet - INFO - Epoch [12][3450/7330] lr: 4.612e-06, eta: 3 days, 7:43:30, time: 1.576, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1626, s0.acc: 94.4233, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2321, s1.loss_cls: 0.0781, s1.acc: 94.5322, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1125, s2.loss_cls: 0.0381, s2.acc: 94.4732, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0525, loss: 1.0948 +2024-03-10 23:27:26,906 - mmdet - INFO - Epoch [12][3500/7330] lr: 4.612e-06, eta: 3 days, 7:42:13, time: 1.628, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1612, s0.acc: 94.4167, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2316, s1.loss_cls: 0.0767, s1.acc: 94.5688, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1139, s2.loss_cls: 0.0381, s2.acc: 94.5159, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0534, loss: 1.0997 +2024-03-10 23:28:48,522 - mmdet - INFO - Epoch [12][3550/7330] lr: 4.612e-06, eta: 3 days, 7:40:57, time: 1.632, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1574, s0.acc: 94.5793, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2308, s1.loss_cls: 0.0750, s1.acc: 94.7573, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1120, s2.loss_cls: 0.0372, s2.acc: 94.6253, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0526, loss: 1.0797 +2024-03-10 23:30:07,443 - mmdet - INFO - Epoch [12][3600/7330] lr: 4.612e-06, eta: 3 days, 7:39:35, time: 1.578, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1563, s0.acc: 94.7107, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2305, s1.loss_cls: 0.0726, s1.acc: 94.9410, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1141, s2.loss_cls: 0.0362, s2.acc: 94.7538, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0536, loss: 1.0766 +2024-03-10 23:31:28,861 - mmdet - INFO - Epoch [12][3650/7330] lr: 4.612e-06, eta: 3 days, 7:38:19, time: 1.628, data_time: 0.224, memory: 23149, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1638, s0.acc: 94.4050, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2303, s1.loss_cls: 0.0772, s1.acc: 94.6049, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1133, s2.loss_cls: 0.0382, s2.acc: 94.5321, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0536, loss: 1.1034 +2024-03-10 23:32:49,409 - mmdet - INFO - Epoch [12][3700/7330] lr: 4.612e-06, eta: 3 days, 7:37:01, time: 1.611, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1634, s0.acc: 94.3669, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2394, s1.loss_cls: 0.0774, s1.acc: 94.4985, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1154, s2.loss_cls: 0.0383, s2.acc: 94.4189, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0542, loss: 1.1165 +2024-03-10 23:34:09,370 - mmdet - INFO - Epoch [12][3750/7330] lr: 4.612e-06, eta: 3 days, 7:35:41, time: 1.599, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1627, s0.acc: 94.4563, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2343, s1.loss_cls: 0.0779, s1.acc: 94.5452, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1141, s2.loss_cls: 0.0386, s2.acc: 94.4220, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0537, loss: 1.0993 +2024-03-10 23:35:35,238 - mmdet - INFO - Epoch [12][3800/7330] lr: 4.612e-06, eta: 3 days, 7:34:34, time: 1.717, data_time: 0.217, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1622, s0.acc: 94.5266, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2310, s1.loss_cls: 0.0780, s1.acc: 94.6244, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1142, s2.loss_cls: 0.0385, s2.acc: 94.4762, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0538, loss: 1.0968 +2024-03-10 23:36:57,660 - mmdet - INFO - Epoch [12][3850/7330] lr: 4.612e-06, eta: 3 days, 7:33:20, time: 1.648, data_time: 0.236, memory: 23149, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1742, s0.acc: 93.9768, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2450, s1.loss_cls: 0.0829, s1.acc: 94.1857, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1205, s2.loss_cls: 0.0406, s2.acc: 94.1211, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0563, loss: 1.1762 +2024-03-10 23:38:15,847 - mmdet - INFO - Epoch [12][3900/7330] lr: 4.612e-06, eta: 3 days, 7:31:57, time: 1.564, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1598, s0.acc: 94.5093, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2345, s1.loss_cls: 0.0767, s1.acc: 94.5619, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1145, s2.loss_cls: 0.0371, s2.acc: 94.5702, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0536, loss: 1.0881 +2024-03-10 23:39:34,568 - mmdet - INFO - Epoch [12][3950/7330] lr: 4.612e-06, eta: 3 days, 7:30:35, time: 1.574, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1568, s0.acc: 94.5620, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2331, s1.loss_cls: 0.0735, s1.acc: 94.7309, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1139, s2.loss_cls: 0.0368, s2.acc: 94.5708, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0533, loss: 1.0900 +2024-03-10 23:40:52,210 - mmdet - INFO - Epoch [12][4000/7330] lr: 4.612e-06, eta: 3 days, 7:29:10, time: 1.553, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1531, s0.acc: 94.5571, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2365, s1.loss_cls: 0.0730, s1.acc: 94.6602, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1144, s2.loss_cls: 0.0367, s2.acc: 94.4911, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0530, loss: 1.0867 +2024-03-10 23:42:10,357 - mmdet - INFO - Epoch [12][4050/7330] lr: 4.612e-06, eta: 3 days, 7:27:47, time: 1.563, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1625, s0.acc: 94.4319, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2322, s1.loss_cls: 0.0773, s1.acc: 94.6066, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1134, s2.loss_cls: 0.0384, s2.acc: 94.4358, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0534, loss: 1.1105 +2024-03-10 23:43:32,137 - mmdet - INFO - Epoch [12][4100/7330] lr: 4.612e-06, eta: 3 days, 7:26:31, time: 1.636, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1529, s0.acc: 94.7371, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2343, s1.loss_cls: 0.0717, s1.acc: 94.9110, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1145, s2.loss_cls: 0.0362, s2.acc: 94.7345, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0535, loss: 1.0863 +2024-03-10 23:44:50,493 - mmdet - INFO - Epoch [12][4150/7330] lr: 4.612e-06, eta: 3 days, 7:25:08, time: 1.567, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1578, s0.acc: 94.5581, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2290, s1.loss_cls: 0.0755, s1.acc: 94.6808, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1119, s2.loss_cls: 0.0376, s2.acc: 94.5991, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0526, loss: 1.0766 +2024-03-10 23:46:10,693 - mmdet - INFO - Epoch [12][4200/7330] lr: 4.612e-06, eta: 3 days, 7:23:49, time: 1.604, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1553, s0.acc: 94.5969, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2308, s1.loss_cls: 0.0742, s1.acc: 94.7082, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1138, s2.loss_cls: 0.0372, s2.acc: 94.5428, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0531, loss: 1.0786 +2024-03-10 23:47:29,291 - mmdet - INFO - Epoch [12][4250/7330] lr: 4.612e-06, eta: 3 days, 7:22:27, time: 1.572, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1542, s0.acc: 94.6755, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2307, s1.loss_cls: 0.0738, s1.acc: 94.8636, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1137, s2.loss_cls: 0.0366, s2.acc: 94.7158, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0531, loss: 1.0717 +2024-03-10 23:48:46,932 - mmdet - INFO - Epoch [12][4300/7330] lr: 4.612e-06, eta: 3 days, 7:21:02, time: 1.553, data_time: 0.124, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1664, s0.acc: 94.2703, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2386, s1.loss_cls: 0.0789, s1.acc: 94.4469, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1148, s2.loss_cls: 0.0390, s2.acc: 94.4151, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0541, loss: 1.1370 +2024-03-10 23:50:10,025 - mmdet - INFO - Epoch [12][4350/7330] lr: 4.612e-06, eta: 3 days, 7:19:49, time: 1.662, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1627, s0.acc: 94.3694, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2433, s1.loss_cls: 0.0764, s1.acc: 94.6430, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1186, s2.loss_cls: 0.0382, s2.acc: 94.4592, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0556, loss: 1.1259 +2024-03-10 23:51:27,676 - mmdet - INFO - Epoch [12][4400/7330] lr: 4.612e-06, eta: 3 days, 7:18:25, time: 1.553, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1649, s0.acc: 94.3171, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2399, s1.loss_cls: 0.0770, s1.acc: 94.5746, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1167, s2.loss_cls: 0.0377, s2.acc: 94.5959, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0550, loss: 1.1196 +2024-03-10 23:52:47,265 - mmdet - INFO - Epoch [12][4450/7330] lr: 4.612e-06, eta: 3 days, 7:17:05, time: 1.592, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1543, s0.acc: 94.6826, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2322, s1.loss_cls: 0.0738, s1.acc: 94.7850, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1137, s2.loss_cls: 0.0363, s2.acc: 94.7267, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0531, loss: 1.0616 +2024-03-10 23:54:06,516 - mmdet - INFO - Epoch [12][4500/7330] lr: 4.612e-06, eta: 3 days, 7:15:44, time: 1.585, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1639, s0.acc: 94.3784, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2376, s1.loss_cls: 0.0781, s1.acc: 94.4351, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1147, s2.loss_cls: 0.0389, s2.acc: 94.2991, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0533, loss: 1.1071 +2024-03-10 23:55:22,366 - mmdet - INFO - Epoch [12][4550/7330] lr: 4.612e-06, eta: 3 days, 7:14:16, time: 1.517, data_time: 0.114, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1588, s0.acc: 94.5593, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2240, s1.loss_cls: 0.0759, s1.acc: 94.6933, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1093, s2.loss_cls: 0.0371, s2.acc: 94.5662, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0515, loss: 1.0660 +2024-03-10 23:56:40,453 - mmdet - INFO - Epoch [12][4600/7330] lr: 4.612e-06, eta: 3 days, 7:12:52, time: 1.562, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1575, s0.acc: 94.5381, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2382, s1.loss_cls: 0.0762, s1.acc: 94.6043, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1163, s2.loss_cls: 0.0379, s2.acc: 94.5400, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0544, loss: 1.1019 +2024-03-10 23:58:01,516 - mmdet - INFO - Epoch [12][4650/7330] lr: 4.612e-06, eta: 3 days, 7:11:35, time: 1.621, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1547, s0.acc: 94.6626, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2295, s1.loss_cls: 0.0724, s1.acc: 94.8683, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1126, s2.loss_cls: 0.0358, s2.acc: 94.8083, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0528, loss: 1.0699 +2024-03-10 23:59:25,739 - mmdet - INFO - Epoch [12][4700/7330] lr: 4.612e-06, eta: 3 days, 7:10:24, time: 1.685, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1587, s0.acc: 94.5066, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2336, s1.loss_cls: 0.0738, s1.acc: 94.7220, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1151, s2.loss_cls: 0.0370, s2.acc: 94.5223, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0539, loss: 1.0939 +2024-03-11 00:00:49,203 - mmdet - INFO - Epoch [12][4750/7330] lr: 4.612e-06, eta: 3 days, 7:09:12, time: 1.669, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1646, s0.acc: 94.3364, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2361, s1.loss_cls: 0.0776, s1.acc: 94.5408, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1153, s2.loss_cls: 0.0384, s2.acc: 94.4584, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0541, loss: 1.1200 +2024-03-11 00:02:09,312 - mmdet - INFO - Epoch [12][4800/7330] lr: 4.612e-06, eta: 3 days, 7:07:53, time: 1.602, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1654, s0.acc: 94.2983, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2302, s1.loss_cls: 0.0788, s1.acc: 94.3955, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1126, s2.loss_cls: 0.0390, s2.acc: 94.3315, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0526, loss: 1.1073 +2024-03-11 00:03:30,468 - mmdet - INFO - Epoch [12][4850/7330] lr: 4.612e-06, eta: 3 days, 7:06:36, time: 1.623, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1692, s0.acc: 94.1794, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2356, s1.loss_cls: 0.0807, s1.acc: 94.3061, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1154, s2.loss_cls: 0.0396, s2.acc: 94.2068, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0542, loss: 1.1399 +2024-03-11 00:04:48,615 - mmdet - INFO - Epoch [12][4900/7330] lr: 4.612e-06, eta: 3 days, 7:05:13, time: 1.563, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1584, s0.acc: 94.6592, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2310, s1.loss_cls: 0.0748, s1.acc: 94.9241, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1142, s2.loss_cls: 0.0372, s2.acc: 94.7319, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0539, loss: 1.0800 +2024-03-11 00:06:06,541 - mmdet - INFO - Epoch [12][4950/7330] lr: 4.612e-06, eta: 3 days, 7:03:49, time: 1.558, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1626, s0.acc: 94.4800, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2303, s1.loss_cls: 0.0783, s1.acc: 94.6623, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1135, s2.loss_cls: 0.0390, s2.acc: 94.4844, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0531, loss: 1.0917 +2024-03-11 00:07:26,756 - mmdet - INFO - Epoch [12][5000/7330] lr: 4.612e-06, eta: 3 days, 7:02:30, time: 1.604, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1552, s0.acc: 94.7000, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2279, s1.loss_cls: 0.0734, s1.acc: 94.9263, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1109, s2.loss_cls: 0.0364, s2.acc: 94.7330, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0520, loss: 1.0636 +2024-03-11 00:08:51,303 - mmdet - INFO - Epoch [12][5050/7330] lr: 4.612e-06, eta: 3 days, 7:01:20, time: 1.691, data_time: 0.243, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1676, s0.acc: 94.3005, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2331, s1.loss_cls: 0.0801, s1.acc: 94.4315, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1146, s2.loss_cls: 0.0391, s2.acc: 94.2621, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0536, loss: 1.1181 +2024-03-11 00:10:12,439 - mmdet - INFO - Epoch [12][5100/7330] lr: 4.612e-06, eta: 3 days, 7:00:03, time: 1.623, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1694, s0.acc: 94.1504, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2362, s1.loss_cls: 0.0812, s1.acc: 94.3363, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1159, s2.loss_cls: 0.0398, s2.acc: 94.1309, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0547, loss: 1.1432 +2024-03-11 00:11:30,510 - mmdet - INFO - Epoch [12][5150/7330] lr: 4.612e-06, eta: 3 days, 6:58:39, time: 1.561, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1718, s0.acc: 94.1719, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2363, s1.loss_cls: 0.0818, s1.acc: 94.2825, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1154, s2.loss_cls: 0.0398, s2.acc: 94.2635, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0542, loss: 1.1403 +2024-03-11 00:12:55,512 - mmdet - INFO - Epoch [12][5200/7330] lr: 4.612e-06, eta: 3 days, 6:57:30, time: 1.700, data_time: 0.211, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1667, s0.acc: 94.1516, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2282, s1.loss_cls: 0.0801, s1.acc: 94.2516, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1114, s2.loss_cls: 0.0399, s2.acc: 94.0342, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0522, loss: 1.1212 +2024-03-11 00:14:16,443 - mmdet - INFO - Epoch [12][5250/7330] lr: 4.612e-06, eta: 3 days, 6:56:13, time: 1.619, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1702, s0.acc: 94.1423, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2354, s1.loss_cls: 0.0807, s1.acc: 94.3338, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1153, s2.loss_cls: 0.0401, s2.acc: 94.1707, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0542, loss: 1.1367 +2024-03-11 00:15:35,043 - mmdet - INFO - Epoch [12][5300/7330] lr: 4.612e-06, eta: 3 days, 6:54:50, time: 1.572, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1649, s0.acc: 94.3552, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2356, s1.loss_cls: 0.0793, s1.acc: 94.4096, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1151, s2.loss_cls: 0.0388, s2.acc: 94.3413, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0542, loss: 1.1284 +2024-03-11 00:16:57,549 - mmdet - INFO - Epoch [12][5350/7330] lr: 4.612e-06, eta: 3 days, 6:53:36, time: 1.650, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1752, s0.acc: 94.1196, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2378, s1.loss_cls: 0.0819, s1.acc: 94.3153, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1169, s2.loss_cls: 0.0403, s2.acc: 94.2264, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0548, loss: 1.1384 +2024-03-11 00:18:17,270 - mmdet - INFO - Epoch [12][5400/7330] lr: 4.612e-06, eta: 3 days, 6:52:16, time: 1.594, data_time: 0.111, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1634, s0.acc: 94.4832, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2330, s1.loss_cls: 0.0784, s1.acc: 94.6649, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1146, s2.loss_cls: 0.0383, s2.acc: 94.5423, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0539, loss: 1.1062 +2024-03-11 00:19:37,928 - mmdet - INFO - Epoch [12][5450/7330] lr: 4.612e-06, eta: 3 days, 6:50:58, time: 1.613, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1647, s0.acc: 94.3728, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2374, s1.loss_cls: 0.0777, s1.acc: 94.5805, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1168, s2.loss_cls: 0.0387, s2.acc: 94.4638, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0548, loss: 1.1245 +2024-03-11 00:20:58,361 - mmdet - INFO - Epoch [12][5500/7330] lr: 4.612e-06, eta: 3 days, 6:49:39, time: 1.609, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1760, s0.acc: 93.9966, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2340, s1.loss_cls: 0.0853, s1.acc: 93.9965, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1137, s2.loss_cls: 0.0416, s2.acc: 94.0059, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0530, loss: 1.1532 +2024-03-11 00:22:17,285 - mmdet - INFO - Epoch [12][5550/7330] lr: 4.612e-06, eta: 3 days, 6:48:18, time: 1.579, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1667, s0.acc: 94.3223, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2396, s1.loss_cls: 0.0797, s1.acc: 94.4128, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1161, s2.loss_cls: 0.0393, s2.acc: 94.3388, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0543, loss: 1.1248 +2024-03-11 00:23:36,170 - mmdet - INFO - Epoch [12][5600/7330] lr: 4.612e-06, eta: 3 days, 6:46:56, time: 1.578, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1668, s0.acc: 94.2368, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2359, s1.loss_cls: 0.0796, s1.acc: 94.3798, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1156, s2.loss_cls: 0.0396, s2.acc: 94.1353, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0542, loss: 1.1213 +2024-03-11 00:24:55,475 - mmdet - INFO - Epoch [12][5650/7330] lr: 4.612e-06, eta: 3 days, 6:45:35, time: 1.586, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1651, s0.acc: 94.2742, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2353, s1.loss_cls: 0.0800, s1.acc: 94.3416, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1144, s2.loss_cls: 0.0394, s2.acc: 94.2646, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0533, loss: 1.1205 +2024-03-11 00:26:14,781 - mmdet - INFO - Epoch [12][5700/7330] lr: 4.612e-06, eta: 3 days, 6:44:14, time: 1.587, data_time: 0.116, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1747, s0.acc: 94.0889, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2405, s1.loss_cls: 0.0846, s1.acc: 94.0982, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1174, s2.loss_cls: 0.0415, s2.acc: 94.0135, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0550, loss: 1.1521 +2024-03-11 00:27:31,177 - mmdet - INFO - Epoch [12][5750/7330] lr: 4.612e-06, eta: 3 days, 6:42:47, time: 1.528, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1629, s0.acc: 94.3484, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2388, s1.loss_cls: 0.0771, s1.acc: 94.4435, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1162, s2.loss_cls: 0.0381, s2.acc: 94.2840, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0548, loss: 1.1016 +2024-03-11 00:28:54,325 - mmdet - INFO - Epoch [12][5800/7330] lr: 4.612e-06, eta: 3 days, 6:41:34, time: 1.663, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1609, s0.acc: 94.4319, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2362, s1.loss_cls: 0.0769, s1.acc: 94.4897, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1150, s2.loss_cls: 0.0384, s2.acc: 94.3682, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0542, loss: 1.1072 +2024-03-11 00:30:17,821 - mmdet - INFO - Epoch [12][5850/7330] lr: 4.612e-06, eta: 3 days, 6:40:22, time: 1.670, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1488, s0.acc: 94.7913, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2280, s1.loss_cls: 0.0720, s1.acc: 94.9054, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1132, s2.loss_cls: 0.0361, s2.acc: 94.6999, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0532, loss: 1.0462 +2024-03-11 00:31:43,783 - mmdet - INFO - Epoch [12][5900/7330] lr: 4.612e-06, eta: 3 days, 6:39:15, time: 1.719, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1690, s0.acc: 94.1260, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2323, s1.loss_cls: 0.0797, s1.acc: 94.3169, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1131, s2.loss_cls: 0.0395, s2.acc: 94.2789, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0528, loss: 1.1310 +2024-03-11 00:33:03,684 - mmdet - INFO - Epoch [12][5950/7330] lr: 4.612e-06, eta: 3 days, 6:37:55, time: 1.598, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1613, s0.acc: 94.3557, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2349, s1.loss_cls: 0.0767, s1.acc: 94.5352, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1156, s2.loss_cls: 0.0381, s2.acc: 94.3579, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0544, loss: 1.1138 +2024-03-11 00:34:24,721 - mmdet - INFO - Epoch [12][6000/7330] lr: 4.612e-06, eta: 3 days, 6:36:38, time: 1.621, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1533, s0.acc: 94.6458, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2348, s1.loss_cls: 0.0724, s1.acc: 94.8303, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1155, s2.loss_cls: 0.0359, s2.acc: 94.6618, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0542, loss: 1.0793 +2024-03-11 00:35:39,356 - mmdet - INFO - Epoch [12][6050/7330] lr: 4.612e-06, eta: 3 days, 6:35:07, time: 1.493, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1559, s0.acc: 94.7256, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2365, s1.loss_cls: 0.0735, s1.acc: 94.8985, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1154, s2.loss_cls: 0.0368, s2.acc: 94.7141, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0542, loss: 1.0836 +2024-03-11 00:36:59,616 - mmdet - INFO - Epoch [12][6100/7330] lr: 4.612e-06, eta: 3 days, 6:33:48, time: 1.605, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1557, s0.acc: 94.6104, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2301, s1.loss_cls: 0.0736, s1.acc: 94.8473, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1129, s2.loss_cls: 0.0368, s2.acc: 94.7249, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0526, loss: 1.0838 +2024-03-11 00:38:18,618 - mmdet - INFO - Epoch [12][6150/7330] lr: 4.612e-06, eta: 3 days, 6:32:27, time: 1.580, data_time: 0.118, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1629, s0.acc: 94.3828, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2351, s1.loss_cls: 0.0775, s1.acc: 94.5234, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1139, s2.loss_cls: 0.0384, s2.acc: 94.4537, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0534, loss: 1.1113 +2024-03-11 00:39:38,843 - mmdet - INFO - Epoch [12][6200/7330] lr: 4.612e-06, eta: 3 days, 6:31:08, time: 1.604, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1547, s0.acc: 94.7312, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2248, s1.loss_cls: 0.0739, s1.acc: 94.8814, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1095, s2.loss_cls: 0.0366, s2.acc: 94.7791, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0518, loss: 1.0522 +2024-03-11 00:40:59,774 - mmdet - INFO - Epoch [12][6250/7330] lr: 4.612e-06, eta: 3 days, 6:29:50, time: 1.619, data_time: 0.195, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1666, s0.acc: 94.3293, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2391, s1.loss_cls: 0.0786, s1.acc: 94.4799, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1178, s2.loss_cls: 0.0387, s2.acc: 94.4220, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0558, loss: 1.1290 +2024-03-11 00:42:17,994 - mmdet - INFO - Epoch [12][6300/7330] lr: 4.612e-06, eta: 3 days, 6:28:27, time: 1.564, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1584, s0.acc: 94.5483, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2330, s1.loss_cls: 0.0751, s1.acc: 94.6824, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1141, s2.loss_cls: 0.0372, s2.acc: 94.6226, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0538, loss: 1.0929 +2024-03-11 00:43:39,141 - mmdet - INFO - Epoch [12][6350/7330] lr: 4.612e-06, eta: 3 days, 6:27:10, time: 1.623, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1527, s0.acc: 94.6958, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2280, s1.loss_cls: 0.0716, s1.acc: 94.8836, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1096, s2.loss_cls: 0.0361, s2.acc: 94.7197, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0514, loss: 1.0562 +2024-03-11 00:44:58,011 - mmdet - INFO - Epoch [12][6400/7330] lr: 4.612e-06, eta: 3 days, 6:25:48, time: 1.577, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1557, s0.acc: 94.5928, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2342, s1.loss_cls: 0.0734, s1.acc: 94.7832, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1151, s2.loss_cls: 0.0371, s2.acc: 94.5794, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0539, loss: 1.0849 +2024-03-11 00:46:18,392 - mmdet - INFO - Epoch [12][6450/7330] lr: 4.612e-06, eta: 3 days, 6:24:30, time: 1.608, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1659, s0.acc: 94.3171, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2334, s1.loss_cls: 0.0790, s1.acc: 94.4300, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1148, s2.loss_cls: 0.0394, s2.acc: 94.2870, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0539, loss: 1.1220 +2024-03-11 00:47:40,437 - mmdet - INFO - Epoch [12][6500/7330] lr: 4.612e-06, eta: 3 days, 6:23:14, time: 1.641, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1598, s0.acc: 94.5188, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2322, s1.loss_cls: 0.0755, s1.acc: 94.6823, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1145, s2.loss_cls: 0.0368, s2.acc: 94.5830, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0538, loss: 1.0926 +2024-03-11 00:49:00,107 - mmdet - INFO - Epoch [12][6550/7330] lr: 4.612e-06, eta: 3 days, 6:21:54, time: 1.593, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1561, s0.acc: 94.6450, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2325, s1.loss_cls: 0.0742, s1.acc: 94.7524, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1128, s2.loss_cls: 0.0374, s2.acc: 94.5928, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0524, loss: 1.0767 +2024-03-11 00:50:19,886 - mmdet - INFO - Epoch [12][6600/7330] lr: 4.612e-06, eta: 3 days, 6:20:34, time: 1.596, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1542, s0.acc: 94.6843, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2339, s1.loss_cls: 0.0739, s1.acc: 94.7686, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1142, s2.loss_cls: 0.0374, s2.acc: 94.4667, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0532, loss: 1.0760 +2024-03-11 00:51:37,662 - mmdet - INFO - Epoch [12][6650/7330] lr: 4.612e-06, eta: 3 days, 6:19:10, time: 1.555, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1597, s0.acc: 94.4663, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2318, s1.loss_cls: 0.0753, s1.acc: 94.6549, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1137, s2.loss_cls: 0.0375, s2.acc: 94.5320, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0536, loss: 1.0887 +2024-03-11 00:52:59,376 - mmdet - INFO - Epoch [12][6700/7330] lr: 4.612e-06, eta: 3 days, 6:17:54, time: 1.634, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1645, s0.acc: 94.3093, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2340, s1.loss_cls: 0.0786, s1.acc: 94.4428, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1138, s2.loss_cls: 0.0392, s2.acc: 94.3856, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0535, loss: 1.1104 +2024-03-11 00:54:17,951 - mmdet - INFO - Epoch [12][6750/7330] lr: 4.612e-06, eta: 3 days, 6:16:32, time: 1.571, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1486, s0.acc: 94.8799, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2265, s1.loss_cls: 0.0710, s1.acc: 95.0408, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1117, s2.loss_cls: 0.0355, s2.acc: 94.8214, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0525, loss: 1.0417 +2024-03-11 00:55:37,076 - mmdet - INFO - Epoch [12][6800/7330] lr: 4.612e-06, eta: 3 days, 6:15:11, time: 1.583, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1671, s0.acc: 94.2505, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2284, s1.loss_cls: 0.0786, s1.acc: 94.4554, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1126, s2.loss_cls: 0.0393, s2.acc: 94.3231, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0532, loss: 1.1170 +2024-03-11 00:56:52,017 - mmdet - INFO - Epoch [12][6850/7330] lr: 4.612e-06, eta: 3 days, 6:13:41, time: 1.499, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1575, s0.acc: 94.5447, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2365, s1.loss_cls: 0.0755, s1.acc: 94.5823, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1139, s2.loss_cls: 0.0375, s2.acc: 94.5090, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0534, loss: 1.0870 +2024-03-11 00:58:08,220 - mmdet - INFO - Epoch [12][6900/7330] lr: 4.612e-06, eta: 3 days, 6:12:14, time: 1.524, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1600, s0.acc: 94.4556, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2384, s1.loss_cls: 0.0762, s1.acc: 94.5608, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1164, s2.loss_cls: 0.0376, s2.acc: 94.4249, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0544, loss: 1.1146 +2024-03-11 00:59:28,367 - mmdet - INFO - Epoch [12][6950/7330] lr: 4.612e-06, eta: 3 days, 6:10:55, time: 1.603, data_time: 0.198, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1673, s0.acc: 94.3435, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2321, s1.loss_cls: 0.0794, s1.acc: 94.5039, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1137, s2.loss_cls: 0.0391, s2.acc: 94.4235, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0532, loss: 1.1108 +2024-03-11 01:00:47,743 - mmdet - INFO - Epoch [12][7000/7330] lr: 4.612e-06, eta: 3 days, 6:09:34, time: 1.588, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1550, s0.acc: 94.6636, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2355, s1.loss_cls: 0.0735, s1.acc: 94.8447, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1150, s2.loss_cls: 0.0364, s2.acc: 94.6599, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0544, loss: 1.0856 +2024-03-11 01:02:06,641 - mmdet - INFO - Epoch [12][7050/7330] lr: 4.612e-06, eta: 3 days, 6:08:12, time: 1.578, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1577, s0.acc: 94.6145, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2361, s1.loss_cls: 0.0742, s1.acc: 94.8259, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1159, s2.loss_cls: 0.0363, s2.acc: 94.8033, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0547, loss: 1.0924 +2024-03-11 01:03:23,182 - mmdet - INFO - Epoch [12][7100/7330] lr: 4.612e-06, eta: 3 days, 6:06:46, time: 1.531, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1504, s0.acc: 94.7971, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2304, s1.loss_cls: 0.0721, s1.acc: 94.9117, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1123, s2.loss_cls: 0.0362, s2.acc: 94.6657, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0529, loss: 1.0536 +2024-03-11 01:04:42,017 - mmdet - INFO - Epoch [12][7150/7330] lr: 4.612e-06, eta: 3 days, 6:05:24, time: 1.577, data_time: 0.118, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1571, s0.acc: 94.4885, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2261, s1.loss_cls: 0.0755, s1.acc: 94.5388, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1111, s2.loss_cls: 0.0377, s2.acc: 94.4005, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0523, loss: 1.0695 +2024-03-11 01:06:01,176 - mmdet - INFO - Epoch [12][7200/7330] lr: 4.612e-06, eta: 3 days, 6:04:03, time: 1.583, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1498, s0.acc: 94.8235, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2314, s1.loss_cls: 0.0705, s1.acc: 95.0090, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1125, s2.loss_cls: 0.0347, s2.acc: 94.9463, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0525, loss: 1.0564 +2024-03-11 01:07:22,042 - mmdet - INFO - Epoch [12][7250/7330] lr: 4.612e-06, eta: 3 days, 6:02:45, time: 1.617, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1637, s0.acc: 94.4126, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2300, s1.loss_cls: 0.0789, s1.acc: 94.4905, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1128, s2.loss_cls: 0.0391, s2.acc: 94.4018, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0533, loss: 1.1011 +2024-03-11 01:08:43,649 - mmdet - INFO - Epoch [12][7300/7330] lr: 4.612e-06, eta: 3 days, 6:01:29, time: 1.632, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1733, s0.acc: 94.1641, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2344, s1.loss_cls: 0.0835, s1.acc: 94.2673, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1137, s2.loss_cls: 0.0408, s2.acc: 94.2482, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0534, loss: 1.1260 +2024-03-11 01:09:25,478 - mmdet - INFO - Saving checkpoint at 12 epochs +2024-03-11 01:16:22,369 - mmdet - INFO - Evaluating bbox... +2024-03-11 01:16:57,986 - 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 ] = 0.664 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.521 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.305 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.522 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.617 + 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 ] = 0.432 + 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 ] = 0.775 + +2024-03-11 01:16:57,986 - mmdet - INFO - Evaluating segm... +2024-03-11 01:17:35,186 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.415 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.640 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.450 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.219 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.452 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.597 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.543 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.543 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.543 + 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 ] = 0.584 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.702 + +2024-03-11 01:17:35,789 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-11 01:17:35,791 - mmdet - INFO - Epoch(val) [12][1250] bbox_mAP: 0.4790, bbox_mAP_50: 0.6640, bbox_mAP_75: 0.5210, bbox_mAP_s: 0.3050, bbox_mAP_m: 0.5220, bbox_mAP_l: 0.6170, bbox_mAP_copypaste: 0.479 0.664 0.521 0.305 0.522 0.617, segm_mAP: 0.4150, segm_mAP_50: 0.6400, segm_mAP_75: 0.4500, segm_mAP_s: 0.2190, segm_mAP_m: 0.4520, segm_mAP_l: 0.5970, segm_mAP_copypaste: 0.415 0.640 0.450 0.219 0.452 0.597 +2024-03-11 01:18:56,036 - mmdet - INFO - Epoch [13][50/7330] lr: 4.612e-06, eta: 3 days, 5:57:46, time: 1.602, data_time: 0.236, memory: 23149, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1641, s0.acc: 94.2603, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2292, s1.loss_cls: 0.0795, s1.acc: 94.3665, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1125, s2.loss_cls: 0.0398, s2.acc: 94.1802, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0531, loss: 1.1086 +2024-03-11 01:20:10,784 - mmdet - INFO - Epoch [13][100/7330] lr: 4.612e-06, eta: 3 days, 5:56:16, time: 1.495, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1531, s0.acc: 94.6436, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2246, s1.loss_cls: 0.0732, s1.acc: 94.7202, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1099, s2.loss_cls: 0.0369, s2.acc: 94.6659, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0516, loss: 1.0647 +2024-03-11 01:21:30,098 - mmdet - INFO - Epoch [13][150/7330] lr: 4.612e-06, eta: 3 days, 5:54:55, time: 1.586, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1635, s0.acc: 94.2727, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2288, s1.loss_cls: 0.0775, s1.acc: 94.5230, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1131, s2.loss_cls: 0.0386, s2.acc: 94.4213, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0534, loss: 1.1207 +2024-03-11 01:22:52,609 - mmdet - INFO - Epoch [13][200/7330] lr: 4.612e-06, eta: 3 days, 5:53:41, time: 1.650, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1635, s0.acc: 94.3984, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2284, s1.loss_cls: 0.0784, s1.acc: 94.4773, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1104, s2.loss_cls: 0.0385, s2.acc: 94.4316, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0519, loss: 1.0869 +2024-03-11 01:24:20,124 - mmdet - INFO - Epoch [13][250/7330] lr: 4.612e-06, eta: 3 days, 5:52:37, time: 1.750, data_time: 0.196, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1584, s0.acc: 94.4587, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2305, s1.loss_cls: 0.0760, s1.acc: 94.6498, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1124, s2.loss_cls: 0.0380, s2.acc: 94.4597, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0527, loss: 1.0906 +2024-03-11 01:25:37,244 - mmdet - INFO - Epoch [13][300/7330] lr: 4.612e-06, eta: 3 days, 5:51:11, time: 1.542, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1714, s0.acc: 94.1260, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2391, s1.loss_cls: 0.0815, s1.acc: 94.2325, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1164, s2.loss_cls: 0.0400, s2.acc: 94.1828, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0552, loss: 1.1455 +2024-03-11 01:26:57,087 - mmdet - INFO - Epoch [13][350/7330] lr: 4.612e-06, eta: 3 days, 5:49:52, time: 1.597, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1613, s0.acc: 94.3965, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2270, s1.loss_cls: 0.0769, s1.acc: 94.4828, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1112, s2.loss_cls: 0.0380, s2.acc: 94.4287, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0521, loss: 1.0951 +2024-03-11 01:28:17,853 - mmdet - INFO - Epoch [13][400/7330] lr: 4.612e-06, eta: 3 days, 5:48:34, time: 1.615, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1668, s0.acc: 94.3462, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2266, s1.loss_cls: 0.0796, s1.acc: 94.5186, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1121, s2.loss_cls: 0.0391, s2.acc: 94.4468, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0525, loss: 1.0944 +2024-03-11 01:29:36,074 - mmdet - INFO - Epoch [13][450/7330] lr: 4.612e-06, eta: 3 days, 5:47:11, time: 1.564, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1632, s0.acc: 94.2795, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2340, s1.loss_cls: 0.0789, s1.acc: 94.4299, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1143, s2.loss_cls: 0.0393, s2.acc: 94.2216, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0540, loss: 1.1187 +2024-03-11 01:30:54,893 - mmdet - INFO - Epoch [13][500/7330] lr: 4.612e-06, eta: 3 days, 5:45:49, time: 1.576, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1527, s0.acc: 94.6221, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2324, s1.loss_cls: 0.0729, s1.acc: 94.7308, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1140, s2.loss_cls: 0.0364, s2.acc: 94.6082, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0531, loss: 1.0758 +2024-03-11 01:32:17,683 - mmdet - INFO - Epoch [13][550/7330] lr: 4.612e-06, eta: 3 days, 5:44:35, time: 1.656, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1646, s0.acc: 94.2769, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2383, s1.loss_cls: 0.0789, s1.acc: 94.3154, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1170, s2.loss_cls: 0.0388, s2.acc: 94.2317, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0547, loss: 1.1244 +2024-03-11 01:33:37,115 - mmdet - INFO - Epoch [13][600/7330] lr: 4.612e-06, eta: 3 days, 5:43:15, time: 1.589, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1578, s0.acc: 94.4634, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2315, s1.loss_cls: 0.0742, s1.acc: 94.5969, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1135, s2.loss_cls: 0.0371, s2.acc: 94.4460, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0535, loss: 1.0920 +2024-03-11 01:34:55,959 - mmdet - INFO - Epoch [13][650/7330] lr: 4.612e-06, eta: 3 days, 5:41:53, time: 1.577, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1539, s0.acc: 94.6277, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2361, s1.loss_cls: 0.0719, s1.acc: 94.8017, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1163, s2.loss_cls: 0.0361, s2.acc: 94.6291, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0542, loss: 1.0925 +2024-03-11 01:36:15,979 - mmdet - INFO - Epoch [13][700/7330] lr: 4.612e-06, eta: 3 days, 5:40:34, time: 1.600, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1622, s0.acc: 94.3264, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2354, s1.loss_cls: 0.0777, s1.acc: 94.4344, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1148, s2.loss_cls: 0.0386, s2.acc: 94.3344, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0542, loss: 1.1208 +2024-03-11 01:37:38,139 - mmdet - INFO - Epoch [13][750/7330] lr: 4.612e-06, eta: 3 days, 5:39:19, time: 1.643, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1556, s0.acc: 94.6570, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2340, s1.loss_cls: 0.0747, s1.acc: 94.8011, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1141, s2.loss_cls: 0.0375, s2.acc: 94.6242, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0534, loss: 1.0781 +2024-03-11 01:38:56,809 - mmdet - INFO - Epoch [13][800/7330] lr: 4.612e-06, eta: 3 days, 5:37:57, time: 1.573, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1480, s0.acc: 94.7966, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2362, s1.loss_cls: 0.0711, s1.acc: 94.9176, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1159, s2.loss_cls: 0.0354, s2.acc: 94.8042, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0543, loss: 1.0650 +2024-03-11 01:40:15,504 - mmdet - INFO - Epoch [13][850/7330] lr: 4.612e-06, eta: 3 days, 5:36:35, time: 1.574, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1433, s0.acc: 94.9517, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2313, s1.loss_cls: 0.0688, s1.acc: 95.0244, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1123, s2.loss_cls: 0.0342, s2.acc: 95.0272, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0526, loss: 1.0398 +2024-03-11 01:41:40,096 - mmdet - INFO - Epoch [13][900/7330] lr: 4.612e-06, eta: 3 days, 5:35:24, time: 1.691, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1474, s0.acc: 94.8958, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2253, s1.loss_cls: 0.0691, s1.acc: 95.0994, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1091, s2.loss_cls: 0.0342, s2.acc: 95.1170, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0511, loss: 1.0333 +2024-03-11 01:42:56,306 - mmdet - INFO - Epoch [13][950/7330] lr: 4.612e-06, eta: 3 days, 5:33:58, time: 1.525, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1496, s0.acc: 94.7358, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2314, s1.loss_cls: 0.0720, s1.acc: 94.8014, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1124, s2.loss_cls: 0.0362, s2.acc: 94.6263, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0527, loss: 1.0614 +2024-03-11 01:44:17,795 - mmdet - INFO - Epoch [13][1000/7330] lr: 4.612e-06, eta: 3 days, 5:32:41, time: 1.630, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1544, s0.acc: 94.6521, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2301, s1.loss_cls: 0.0733, s1.acc: 94.8604, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1131, s2.loss_cls: 0.0363, s2.acc: 94.7147, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0534, loss: 1.0797 +2024-03-11 01:45:36,743 - mmdet - INFO - Epoch [13][1050/7330] lr: 4.612e-06, eta: 3 days, 5:31:20, time: 1.579, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1546, s0.acc: 94.6016, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2325, s1.loss_cls: 0.0725, s1.acc: 94.7176, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1150, s2.loss_cls: 0.0357, s2.acc: 94.6889, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0540, loss: 1.0808 +2024-03-11 01:46:54,583 - mmdet - INFO - Epoch [13][1100/7330] lr: 4.612e-06, eta: 3 days, 5:29:56, time: 1.557, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1492, s0.acc: 94.7402, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2342, s1.loss_cls: 0.0705, s1.acc: 94.8797, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1132, s2.loss_cls: 0.0347, s2.acc: 94.7765, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0531, loss: 1.0692 +2024-03-11 01:48:11,647 - mmdet - INFO - Epoch [13][1150/7330] lr: 4.612e-06, eta: 3 days, 5:28:31, time: 1.541, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1510, s0.acc: 94.7341, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2279, s1.loss_cls: 0.0715, s1.acc: 94.8463, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1117, s2.loss_cls: 0.0353, s2.acc: 94.7193, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0523, loss: 1.0478 +2024-03-11 01:49:29,261 - mmdet - INFO - Epoch [13][1200/7330] lr: 4.612e-06, eta: 3 days, 5:27:07, time: 1.552, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1529, s0.acc: 94.6311, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2304, s1.loss_cls: 0.0734, s1.acc: 94.7086, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1142, s2.loss_cls: 0.0362, s2.acc: 94.6347, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0536, loss: 1.0833 +2024-03-11 01:50:48,695 - mmdet - INFO - Epoch [13][1250/7330] lr: 4.612e-06, eta: 3 days, 5:25:46, time: 1.589, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1516, s0.acc: 94.7683, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2358, s1.loss_cls: 0.0720, s1.acc: 94.9727, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1153, s2.loss_cls: 0.0357, s2.acc: 94.7636, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0539, loss: 1.0679 +2024-03-11 01:52:09,317 - mmdet - INFO - Epoch [13][1300/7330] lr: 4.612e-06, eta: 3 days, 5:24:28, time: 1.612, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1522, s0.acc: 94.6885, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2300, s1.loss_cls: 0.0705, s1.acc: 94.9318, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1121, s2.loss_cls: 0.0350, s2.acc: 94.8045, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0525, loss: 1.0627 +2024-03-11 01:53:28,345 - mmdet - INFO - Epoch [13][1350/7330] lr: 4.612e-06, eta: 3 days, 5:23:07, time: 1.581, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1538, s0.acc: 94.6675, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2347, s1.loss_cls: 0.0724, s1.acc: 94.8779, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1140, s2.loss_cls: 0.0354, s2.acc: 94.8500, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0538, loss: 1.0737 +2024-03-11 01:54:48,415 - mmdet - INFO - Epoch [13][1400/7330] lr: 4.612e-06, eta: 3 days, 5:21:48, time: 1.601, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1541, s0.acc: 94.7014, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2369, s1.loss_cls: 0.0737, s1.acc: 94.7956, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1151, s2.loss_cls: 0.0370, s2.acc: 94.5563, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0537, loss: 1.0879 +2024-03-11 01:56:08,338 - mmdet - INFO - Epoch [13][1450/7330] lr: 4.612e-06, eta: 3 days, 5:20:28, time: 1.598, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1490, s0.acc: 94.8069, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2280, s1.loss_cls: 0.0710, s1.acc: 94.8792, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1118, s2.loss_cls: 0.0353, s2.acc: 94.7615, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0527, loss: 1.0565 +2024-03-11 01:57:27,665 - mmdet - INFO - Epoch [13][1500/7330] lr: 4.612e-06, eta: 3 days, 5:19:07, time: 1.587, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1535, s0.acc: 94.5718, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2336, s1.loss_cls: 0.0734, s1.acc: 94.7039, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1129, s2.loss_cls: 0.0367, s2.acc: 94.5981, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0525, loss: 1.0823 +2024-03-11 01:58:49,412 - mmdet - INFO - Epoch [13][1550/7330] lr: 4.612e-06, eta: 3 days, 5:17:51, time: 1.635, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1518, s0.acc: 94.6487, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2256, s1.loss_cls: 0.0720, s1.acc: 94.6905, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1105, s2.loss_cls: 0.0361, s2.acc: 94.5854, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0521, loss: 1.0603 +2024-03-11 02:00:04,721 - mmdet - INFO - Epoch [13][1600/7330] lr: 4.612e-06, eta: 3 days, 5:16:23, time: 1.506, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1530, s0.acc: 94.7209, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2261, s1.loss_cls: 0.0733, s1.acc: 94.8274, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1108, s2.loss_cls: 0.0365, s2.acc: 94.6427, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0523, loss: 1.0597 +2024-03-11 02:01:25,078 - mmdet - INFO - Epoch [13][1650/7330] lr: 4.612e-06, eta: 3 days, 5:15:04, time: 1.607, data_time: 0.124, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1608, s0.acc: 94.3484, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2338, s1.loss_cls: 0.0767, s1.acc: 94.4950, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1144, s2.loss_cls: 0.0378, s2.acc: 94.4634, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0537, loss: 1.1070 +2024-03-11 02:02:39,483 - mmdet - INFO - Epoch [13][1700/7330] lr: 4.612e-06, eta: 3 days, 5:13:34, time: 1.488, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1515, s0.acc: 94.7185, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2312, s1.loss_cls: 0.0717, s1.acc: 94.8813, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1137, s2.loss_cls: 0.0361, s2.acc: 94.6128, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0532, loss: 1.0696 +2024-03-11 02:03:58,242 - mmdet - INFO - Epoch [13][1750/7330] lr: 4.612e-06, eta: 3 days, 5:12:12, time: 1.575, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1629, s0.acc: 94.2871, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2325, s1.loss_cls: 0.0780, s1.acc: 94.3034, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1133, s2.loss_cls: 0.0390, s2.acc: 94.2191, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0533, loss: 1.1180 +2024-03-11 02:05:18,344 - mmdet - INFO - Epoch [13][1800/7330] lr: 4.612e-06, eta: 3 days, 5:10:53, time: 1.602, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1616, s0.acc: 94.3948, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2292, s1.loss_cls: 0.0760, s1.acc: 94.6277, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1129, s2.loss_cls: 0.0377, s2.acc: 94.4645, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0536, loss: 1.1082 +2024-03-11 02:06:41,304 - mmdet - INFO - Epoch [13][1850/7330] lr: 4.612e-06, eta: 3 days, 5:09:39, time: 1.659, data_time: 0.207, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1589, s0.acc: 94.4319, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2323, s1.loss_cls: 0.0754, s1.acc: 94.6258, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1138, s2.loss_cls: 0.0374, s2.acc: 94.4041, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0534, loss: 1.1012 +2024-03-11 02:08:03,282 - mmdet - INFO - Epoch [13][1900/7330] lr: 4.612e-06, eta: 3 days, 5:08:24, time: 1.640, data_time: 0.113, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1624, s0.acc: 94.4519, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2296, s1.loss_cls: 0.0775, s1.acc: 94.4255, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1128, s2.loss_cls: 0.0381, s2.acc: 94.3970, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0531, loss: 1.0914 +2024-03-11 02:09:22,196 - mmdet - INFO - Epoch [13][1950/7330] lr: 4.612e-06, eta: 3 days, 5:07:02, time: 1.578, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1700, s0.acc: 94.2534, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2291, s1.loss_cls: 0.0812, s1.acc: 94.4067, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1131, s2.loss_cls: 0.0401, s2.acc: 94.3359, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0532, loss: 1.1143 +2024-03-11 02:10:44,669 - mmdet - INFO - Epoch [13][2000/7330] lr: 4.612e-06, eta: 3 days, 5:05:48, time: 1.649, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1663, s0.acc: 94.1953, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2312, s1.loss_cls: 0.0796, s1.acc: 94.2804, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1133, s2.loss_cls: 0.0393, s2.acc: 94.1551, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0531, loss: 1.1128 +2024-03-11 02:12:04,490 - mmdet - INFO - Epoch [13][2050/7330] lr: 4.612e-06, eta: 3 days, 5:04:28, time: 1.596, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1571, s0.acc: 94.5640, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2333, s1.loss_cls: 0.0757, s1.acc: 94.6644, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1135, s2.loss_cls: 0.0375, s2.acc: 94.5449, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0535, loss: 1.0911 +2024-03-11 02:13:22,574 - mmdet - INFO - Epoch [13][2100/7330] lr: 4.612e-06, eta: 3 days, 5:03:05, time: 1.562, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1504, s0.acc: 94.7532, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2320, s1.loss_cls: 0.0704, s1.acc: 95.0115, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1138, s2.loss_cls: 0.0348, s2.acc: 94.8706, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0535, loss: 1.0725 +2024-03-11 02:14:39,586 - mmdet - INFO - Epoch [13][2150/7330] lr: 4.612e-06, eta: 3 days, 5:01:40, time: 1.540, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1484, s0.acc: 94.9148, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2253, s1.loss_cls: 0.0705, s1.acc: 95.1084, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1108, s2.loss_cls: 0.0352, s2.acc: 94.9117, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0519, loss: 1.0383 +2024-03-11 02:15:56,108 - mmdet - INFO - Epoch [13][2200/7330] lr: 4.612e-06, eta: 3 days, 5:00:13, time: 1.530, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1581, s0.acc: 94.5032, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2321, s1.loss_cls: 0.0738, s1.acc: 94.6778, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1130, s2.loss_cls: 0.0364, s2.acc: 94.6700, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0530, loss: 1.0790 +2024-03-11 02:17:14,901 - mmdet - INFO - Epoch [13][2250/7330] lr: 4.612e-06, eta: 3 days, 4:58:52, time: 1.576, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1576, s0.acc: 94.5627, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2311, s1.loss_cls: 0.0745, s1.acc: 94.6837, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1119, s2.loss_cls: 0.0372, s2.acc: 94.5430, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0523, loss: 1.0801 +2024-03-11 02:18:35,405 - mmdet - INFO - Epoch [13][2300/7330] lr: 4.612e-06, eta: 3 days, 4:57:33, time: 1.610, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1514, s0.acc: 94.7532, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2293, s1.loss_cls: 0.0722, s1.acc: 94.9386, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1118, s2.loss_cls: 0.0364, s2.acc: 94.7892, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0523, loss: 1.0702 +2024-03-11 02:19:51,507 - mmdet - INFO - Epoch [13][2350/7330] lr: 4.612e-06, eta: 3 days, 4:56:07, time: 1.522, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1573, s0.acc: 94.6094, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2294, s1.loss_cls: 0.0738, s1.acc: 94.7569, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1136, s2.loss_cls: 0.0368, s2.acc: 94.5641, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0536, loss: 1.0791 +2024-03-11 02:21:09,782 - mmdet - INFO - Epoch [13][2400/7330] lr: 4.612e-06, eta: 3 days, 4:54:44, time: 1.566, data_time: 0.195, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1686, s0.acc: 94.0674, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2375, s1.loss_cls: 0.0807, s1.acc: 94.1880, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1153, s2.loss_cls: 0.0398, s2.acc: 94.1326, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0542, loss: 1.1413 +2024-03-11 02:22:29,978 - mmdet - INFO - Epoch [13][2450/7330] lr: 4.612e-06, eta: 3 days, 4:53:25, time: 1.604, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1620, s0.acc: 94.5144, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2316, s1.loss_cls: 0.0766, s1.acc: 94.6665, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1136, s2.loss_cls: 0.0385, s2.acc: 94.4906, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0534, loss: 1.0960 +2024-03-11 02:23:49,958 - mmdet - INFO - Epoch [13][2500/7330] lr: 4.612e-06, eta: 3 days, 4:52:05, time: 1.600, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1647, s0.acc: 94.3337, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2401, s1.loss_cls: 0.0792, s1.acc: 94.4191, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1174, s2.loss_cls: 0.0393, s2.acc: 94.2494, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0549, loss: 1.1413 +2024-03-11 02:25:08,581 - mmdet - INFO - Epoch [13][2550/7330] lr: 4.612e-06, eta: 3 days, 4:50:43, time: 1.572, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1608, s0.acc: 94.4275, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2295, s1.loss_cls: 0.0780, s1.acc: 94.3984, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1128, s2.loss_cls: 0.0385, s2.acc: 94.3022, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0531, loss: 1.0908 +2024-03-11 02:26:29,294 - mmdet - INFO - Epoch [13][2600/7330] lr: 4.612e-06, eta: 3 days, 4:49:25, time: 1.614, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1736, s0.acc: 94.0339, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2337, s1.loss_cls: 0.0821, s1.acc: 94.2453, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1150, s2.loss_cls: 0.0402, s2.acc: 94.1532, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0537, loss: 1.1350 +2024-03-11 02:27:51,391 - mmdet - INFO - Epoch [13][2650/7330] lr: 4.612e-06, eta: 3 days, 4:48:10, time: 1.642, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1671, s0.acc: 94.1492, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2306, s1.loss_cls: 0.0806, s1.acc: 94.2307, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1129, s2.loss_cls: 0.0404, s2.acc: 94.0357, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0531, loss: 1.1229 +2024-03-11 02:29:13,938 - mmdet - INFO - Epoch [13][2700/7330] lr: 4.612e-06, eta: 3 days, 4:46:56, time: 1.651, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1677, s0.acc: 94.2600, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2297, s1.loss_cls: 0.0805, s1.acc: 94.4127, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1139, s2.loss_cls: 0.0397, s2.acc: 94.1870, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0534, loss: 1.1159 +2024-03-11 02:30:35,831 - mmdet - INFO - Epoch [13][2750/7330] lr: 4.612e-06, eta: 3 days, 4:45:40, time: 1.638, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1759, s0.acc: 93.9294, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2383, s1.loss_cls: 0.0839, s1.acc: 94.0896, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1163, s2.loss_cls: 0.0421, s2.acc: 93.9227, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0538, loss: 1.1602 +2024-03-11 02:31:53,475 - mmdet - INFO - Epoch [13][2800/7330] lr: 4.612e-06, eta: 3 days, 4:44:16, time: 1.553, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1696, s0.acc: 94.1912, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2263, s1.loss_cls: 0.0802, s1.acc: 94.4225, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1111, s2.loss_cls: 0.0396, s2.acc: 94.3060, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0526, loss: 1.1154 +2024-03-11 02:33:16,850 - mmdet - INFO - Epoch [13][2850/7330] lr: 4.612e-06, eta: 3 days, 4:43:03, time: 1.668, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1591, s0.acc: 94.5076, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2353, s1.loss_cls: 0.0751, s1.acc: 94.6825, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1159, s2.loss_cls: 0.0372, s2.acc: 94.5490, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0549, loss: 1.1026 +2024-03-11 02:34:36,703 - mmdet - INFO - Epoch [13][2900/7330] lr: 4.612e-06, eta: 3 days, 4:41:43, time: 1.597, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1634, s0.acc: 94.4795, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2294, s1.loss_cls: 0.0772, s1.acc: 94.7055, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1113, s2.loss_cls: 0.0378, s2.acc: 94.6003, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0524, loss: 1.0831 +2024-03-11 02:35:54,498 - mmdet - INFO - Epoch [13][2950/7330] lr: 4.612e-06, eta: 3 days, 4:40:20, time: 1.556, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1573, s0.acc: 94.5535, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2238, s1.loss_cls: 0.0761, s1.acc: 94.6374, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1100, s2.loss_cls: 0.0375, s2.acc: 94.5761, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0518, loss: 1.0782 +2024-03-11 02:37:13,039 - mmdet - INFO - Epoch [13][3000/7330] lr: 4.612e-06, eta: 3 days, 4:38:57, time: 1.571, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1632, s0.acc: 94.3396, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2280, s1.loss_cls: 0.0781, s1.acc: 94.4408, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1114, s2.loss_cls: 0.0385, s2.acc: 94.3348, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0523, loss: 1.0995 +2024-03-11 02:38:31,748 - mmdet - INFO - Epoch [13][3050/7330] lr: 4.612e-06, eta: 3 days, 4:37:36, time: 1.574, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1670, s0.acc: 94.2400, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2272, s1.loss_cls: 0.0804, s1.acc: 94.3189, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1109, s2.loss_cls: 0.0397, s2.acc: 94.2278, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0522, loss: 1.1071 +2024-03-11 02:39:47,264 - mmdet - INFO - Epoch [13][3100/7330] lr: 4.612e-06, eta: 3 days, 4:36:08, time: 1.510, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1654, s0.acc: 94.4360, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2325, s1.loss_cls: 0.0793, s1.acc: 94.5702, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1135, s2.loss_cls: 0.0390, s2.acc: 94.4213, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0531, loss: 1.1036 +2024-03-11 02:41:05,132 - mmdet - INFO - Epoch [13][3150/7330] lr: 4.612e-06, eta: 3 days, 4:34:44, time: 1.557, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1588, s0.acc: 94.5142, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2266, s1.loss_cls: 0.0738, s1.acc: 94.7795, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1117, s2.loss_cls: 0.0369, s2.acc: 94.5978, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0527, loss: 1.0789 +2024-03-11 02:42:29,648 - mmdet - INFO - Epoch [13][3200/7330] lr: 4.612e-06, eta: 3 days, 4:33:34, time: 1.690, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1663, s0.acc: 94.3079, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2319, s1.loss_cls: 0.0797, s1.acc: 94.4196, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1130, s2.loss_cls: 0.0398, s2.acc: 94.2184, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0527, loss: 1.1142 +2024-03-11 02:43:51,502 - mmdet - INFO - Epoch [13][3250/7330] lr: 4.612e-06, eta: 3 days, 4:32:18, time: 1.637, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1657, s0.acc: 94.3015, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2334, s1.loss_cls: 0.0778, s1.acc: 94.5292, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1143, s2.loss_cls: 0.0385, s2.acc: 94.3968, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0534, loss: 1.1139 +2024-03-11 02:45:13,653 - mmdet - INFO - Epoch [13][3300/7330] lr: 4.612e-06, eta: 3 days, 4:31:02, time: 1.643, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1673, s0.acc: 94.3074, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2332, s1.loss_cls: 0.0795, s1.acc: 94.4581, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1145, s2.loss_cls: 0.0394, s2.acc: 94.3838, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0536, loss: 1.1137 +2024-03-11 02:46:35,733 - mmdet - INFO - Epoch [13][3350/7330] lr: 4.612e-06, eta: 3 days, 4:29:47, time: 1.642, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1571, s0.acc: 94.5349, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2314, s1.loss_cls: 0.0748, s1.acc: 94.7392, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1131, s2.loss_cls: 0.0378, s2.acc: 94.5244, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0532, loss: 1.0831 +2024-03-11 02:47:56,837 - mmdet - INFO - Epoch [13][3400/7330] lr: 4.612e-06, eta: 3 days, 4:28:30, time: 1.622, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1625, s0.acc: 94.4426, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2326, s1.loss_cls: 0.0761, s1.acc: 94.6668, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1142, s2.loss_cls: 0.0376, s2.acc: 94.5631, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0534, loss: 1.1026 +2024-03-11 02:49:16,122 - mmdet - INFO - Epoch [13][3450/7330] lr: 4.612e-06, eta: 3 days, 4:27:09, time: 1.586, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1579, s0.acc: 94.6125, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2290, s1.loss_cls: 0.0759, s1.acc: 94.7053, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1129, s2.loss_cls: 0.0373, s2.acc: 94.5659, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0526, loss: 1.0843 +2024-03-11 02:50:37,558 - mmdet - INFO - Epoch [13][3500/7330] lr: 4.612e-06, eta: 3 days, 4:25:52, time: 1.629, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1701, s0.acc: 94.1213, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2384, s1.loss_cls: 0.0803, s1.acc: 94.3501, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1153, s2.loss_cls: 0.0398, s2.acc: 94.2736, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1414 +2024-03-11 02:51:59,357 - mmdet - INFO - Epoch [13][3550/7330] lr: 4.612e-06, eta: 3 days, 4:24:36, time: 1.636, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1736, s0.acc: 94.0410, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2363, s1.loss_cls: 0.0828, s1.acc: 94.1093, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1163, s2.loss_cls: 0.0414, s2.acc: 93.9145, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0545, loss: 1.1546 +2024-03-11 02:53:16,350 - mmdet - INFO - Epoch [13][3600/7330] lr: 4.612e-06, eta: 3 days, 4:23:11, time: 1.540, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1611, s0.acc: 94.5020, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2308, s1.loss_cls: 0.0770, s1.acc: 94.6116, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1131, s2.loss_cls: 0.0379, s2.acc: 94.5467, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0530, loss: 1.0932 +2024-03-11 02:54:33,504 - mmdet - INFO - Epoch [13][3650/7330] lr: 4.612e-06, eta: 3 days, 4:21:46, time: 1.543, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1561, s0.acc: 94.6616, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2326, s1.loss_cls: 0.0742, s1.acc: 94.7419, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1148, s2.loss_cls: 0.0374, s2.acc: 94.6125, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0540, loss: 1.0828 +2024-03-11 02:55:55,386 - mmdet - INFO - Epoch [13][3700/7330] lr: 4.612e-06, eta: 3 days, 4:20:30, time: 1.638, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1699, s0.acc: 94.1338, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2269, s1.loss_cls: 0.0800, s1.acc: 94.2687, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1118, s2.loss_cls: 0.0395, s2.acc: 94.1669, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0525, loss: 1.1226 +2024-03-11 02:57:14,967 - mmdet - INFO - Epoch [13][3750/7330] lr: 4.612e-06, eta: 3 days, 4:19:10, time: 1.592, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1631, s0.acc: 94.2178, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2350, s1.loss_cls: 0.0787, s1.acc: 94.2614, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1153, s2.loss_cls: 0.0392, s2.acc: 94.2338, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0543, loss: 1.1267 +2024-03-11 02:58:34,885 - mmdet - INFO - Epoch [13][3800/7330] lr: 4.612e-06, eta: 3 days, 4:17:51, time: 1.598, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1555, s0.acc: 94.6145, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2315, s1.loss_cls: 0.0738, s1.acc: 94.7913, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1135, s2.loss_cls: 0.0363, s2.acc: 94.6599, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0530, loss: 1.0733 +2024-03-11 02:59:58,215 - mmdet - INFO - Epoch [13][3850/7330] lr: 4.612e-06, eta: 3 days, 4:16:38, time: 1.667, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1596, s0.acc: 94.4990, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2250, s1.loss_cls: 0.0758, s1.acc: 94.6847, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1103, s2.loss_cls: 0.0375, s2.acc: 94.6373, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0519, loss: 1.0671 +2024-03-11 03:01:19,019 - mmdet - INFO - Epoch [13][3900/7330] lr: 4.612e-06, eta: 3 days, 4:15:20, time: 1.616, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1632, s0.acc: 94.3843, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2314, s1.loss_cls: 0.0781, s1.acc: 94.4304, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1132, s2.loss_cls: 0.0388, s2.acc: 94.3613, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0530, loss: 1.0943 +2024-03-11 03:02:40,054 - mmdet - INFO - Epoch [13][3950/7330] lr: 4.612e-06, eta: 3 days, 4:14:02, time: 1.621, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1619, s0.acc: 94.3384, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2277, s1.loss_cls: 0.0772, s1.acc: 94.5346, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1120, s2.loss_cls: 0.0382, s2.acc: 94.4236, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0527, loss: 1.0993 +2024-03-11 03:04:00,329 - mmdet - INFO - Epoch [13][4000/7330] lr: 4.612e-06, eta: 3 days, 4:12:43, time: 1.605, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1674, s0.acc: 94.2905, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2302, s1.loss_cls: 0.0805, s1.acc: 94.3623, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1132, s2.loss_cls: 0.0398, s2.acc: 94.2505, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0535, loss: 1.1092 +2024-03-11 03:05:21,676 - mmdet - INFO - Epoch [13][4050/7330] lr: 4.612e-06, eta: 3 days, 4:11:26, time: 1.627, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1601, s0.acc: 94.4937, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2310, s1.loss_cls: 0.0771, s1.acc: 94.5585, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1121, s2.loss_cls: 0.0378, s2.acc: 94.4578, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0529, loss: 1.0818 +2024-03-11 03:06:46,100 - mmdet - INFO - Epoch [13][4100/7330] lr: 4.612e-06, eta: 3 days, 4:10:15, time: 1.689, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1667, s0.acc: 94.3269, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2286, s1.loss_cls: 0.0793, s1.acc: 94.5024, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1130, s2.loss_cls: 0.0397, s2.acc: 94.3155, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0530, loss: 1.1138 +2024-03-11 03:08:09,513 - mmdet - INFO - Epoch [13][4150/7330] lr: 4.612e-06, eta: 3 days, 4:09:02, time: 1.668, data_time: 0.112, memory: 23149, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1719, s0.acc: 94.1838, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2391, s1.loss_cls: 0.0806, s1.acc: 94.4842, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1166, s2.loss_cls: 0.0399, s2.acc: 94.2756, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0543, loss: 1.1507 +2024-03-11 03:09:32,956 - mmdet - INFO - Epoch [13][4200/7330] lr: 4.612e-06, eta: 3 days, 4:07:49, time: 1.669, data_time: 0.223, memory: 23149, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1737, s0.acc: 94.1218, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2414, s1.loss_cls: 0.0824, s1.acc: 94.2169, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1164, s2.loss_cls: 0.0402, s2.acc: 94.1089, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0545, loss: 1.1500 +2024-03-11 03:10:49,685 - mmdet - INFO - Epoch [13][4250/7330] lr: 4.612e-06, eta: 3 days, 4:06:24, time: 1.535, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1686, s0.acc: 94.2559, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2392, s1.loss_cls: 0.0802, s1.acc: 94.4662, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1173, s2.loss_cls: 0.0393, s2.acc: 94.4054, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0549, loss: 1.1403 +2024-03-11 03:12:10,032 - mmdet - INFO - Epoch [13][4300/7330] lr: 4.612e-06, eta: 3 days, 4:05:05, time: 1.607, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1595, s0.acc: 94.5784, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2349, s1.loss_cls: 0.0754, s1.acc: 94.6994, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1145, s2.loss_cls: 0.0371, s2.acc: 94.5893, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0537, loss: 1.0992 +2024-03-11 03:13:28,245 - mmdet - INFO - Epoch [13][4350/7330] lr: 4.612e-06, eta: 3 days, 4:03:42, time: 1.564, data_time: 0.117, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1629, s0.acc: 94.5100, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2305, s1.loss_cls: 0.0780, s1.acc: 94.6705, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1139, s2.loss_cls: 0.0387, s2.acc: 94.4959, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0539, loss: 1.0953 +2024-03-11 03:14:49,835 - mmdet - INFO - Epoch [13][4400/7330] lr: 4.612e-06, eta: 3 days, 4:02:26, time: 1.631, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1734, s0.acc: 93.9675, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2376, s1.loss_cls: 0.0836, s1.acc: 94.0424, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1151, s2.loss_cls: 0.0409, s2.acc: 93.9990, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0539, loss: 1.1433 +2024-03-11 03:16:04,985 - mmdet - INFO - Epoch [13][4450/7330] lr: 4.612e-06, eta: 3 days, 4:00:57, time: 1.503, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1672, s0.acc: 94.2166, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2286, s1.loss_cls: 0.0792, s1.acc: 94.4148, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1103, s2.loss_cls: 0.0397, s2.acc: 94.2275, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0522, loss: 1.1029 +2024-03-11 03:17:22,139 - mmdet - INFO - Epoch [13][4500/7330] lr: 4.612e-06, eta: 3 days, 3:59:33, time: 1.543, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1669, s0.acc: 94.2634, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2380, s1.loss_cls: 0.0801, s1.acc: 94.3628, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1160, s2.loss_cls: 0.0398, s2.acc: 94.2376, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0542, loss: 1.1287 +2024-03-11 03:18:40,205 - mmdet - INFO - Epoch [13][4550/7330] lr: 4.612e-06, eta: 3 days, 3:58:10, time: 1.561, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1694, s0.acc: 94.2136, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2313, s1.loss_cls: 0.0804, s1.acc: 94.3412, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1131, s2.loss_cls: 0.0397, s2.acc: 94.2755, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0532, loss: 1.1209 +2024-03-11 03:20:01,019 - mmdet - INFO - Epoch [13][4600/7330] lr: 4.612e-06, eta: 3 days, 3:56:52, time: 1.616, data_time: 0.220, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1676, s0.acc: 94.3037, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2338, s1.loss_cls: 0.0790, s1.acc: 94.3867, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1150, s2.loss_cls: 0.0392, s2.acc: 94.2119, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0540, loss: 1.1175 +2024-03-11 03:21:19,961 - mmdet - INFO - Epoch [13][4650/7330] lr: 4.612e-06, eta: 3 days, 3:55:30, time: 1.579, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1670, s0.acc: 94.2256, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2315, s1.loss_cls: 0.0796, s1.acc: 94.3621, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1131, s2.loss_cls: 0.0394, s2.acc: 94.2376, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0528, loss: 1.1152 +2024-03-11 03:22:39,779 - mmdet - INFO - Epoch [13][4700/7330] lr: 4.612e-06, eta: 3 days, 3:54:10, time: 1.596, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1609, s0.acc: 94.6411, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2329, s1.loss_cls: 0.0764, s1.acc: 94.7673, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1138, s2.loss_cls: 0.0377, s2.acc: 94.6178, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0530, loss: 1.0790 +2024-03-11 03:23:59,574 - mmdet - INFO - Epoch [13][4750/7330] lr: 4.612e-06, eta: 3 days, 3:52:51, time: 1.596, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1698, s0.acc: 94.2734, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2273, s1.loss_cls: 0.0802, s1.acc: 94.5275, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1105, s2.loss_cls: 0.0401, s2.acc: 94.4194, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0518, loss: 1.1026 +2024-03-11 03:25:20,348 - mmdet - INFO - Epoch [13][4800/7330] lr: 4.612e-06, eta: 3 days, 3:51:33, time: 1.615, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1694, s0.acc: 94.2134, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2350, s1.loss_cls: 0.0807, s1.acc: 94.3162, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1157, s2.loss_cls: 0.0405, s2.acc: 94.1972, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0546, loss: 1.1352 +2024-03-11 03:26:35,690 - mmdet - INFO - Epoch [13][4850/7330] lr: 4.612e-06, eta: 3 days, 3:50:05, time: 1.507, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1674, s0.acc: 94.3181, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2334, s1.loss_cls: 0.0798, s1.acc: 94.4359, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1140, s2.loss_cls: 0.0395, s2.acc: 94.2686, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0537, loss: 1.1105 +2024-03-11 03:27:50,204 - mmdet - INFO - Epoch [13][4900/7330] lr: 4.612e-06, eta: 3 days, 3:48:35, time: 1.490, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1677, s0.acc: 94.3459, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2374, s1.loss_cls: 0.0792, s1.acc: 94.4942, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1151, s2.loss_cls: 0.0388, s2.acc: 94.4526, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0539, loss: 1.1176 +2024-03-11 03:29:11,525 - mmdet - INFO - Epoch [13][4950/7330] lr: 4.612e-06, eta: 3 days, 3:47:18, time: 1.626, data_time: 0.217, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1616, s0.acc: 94.4617, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2307, s1.loss_cls: 0.0760, s1.acc: 94.6606, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1142, s2.loss_cls: 0.0375, s2.acc: 94.4981, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0539, loss: 1.0992 +2024-03-11 03:30:31,514 - mmdet - INFO - Epoch [13][5000/7330] lr: 4.612e-06, eta: 3 days, 3:45:59, time: 1.600, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1612, s0.acc: 94.4089, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2369, s1.loss_cls: 0.0761, s1.acc: 94.5727, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1156, s2.loss_cls: 0.0381, s2.acc: 94.4072, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0538, loss: 1.1157 +2024-03-11 03:31:48,144 - mmdet - INFO - Epoch [13][5050/7330] lr: 4.612e-06, eta: 3 days, 3:44:33, time: 1.533, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1580, s0.acc: 94.4404, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2318, s1.loss_cls: 0.0753, s1.acc: 94.5765, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1129, s2.loss_cls: 0.0377, s2.acc: 94.4543, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0530, loss: 1.0961 +2024-03-11 03:33:07,360 - mmdet - INFO - Epoch [13][5100/7330] lr: 4.612e-06, eta: 3 days, 3:43:12, time: 1.584, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1512, s0.acc: 94.8323, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2272, s1.loss_cls: 0.0719, s1.acc: 94.9222, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1104, s2.loss_cls: 0.0361, s2.acc: 94.7193, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0520, loss: 1.0424 +2024-03-11 03:34:22,905 - mmdet - INFO - Epoch [13][5150/7330] lr: 4.612e-06, eta: 3 days, 3:41:45, time: 1.511, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1612, s0.acc: 94.4805, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2286, s1.loss_cls: 0.0769, s1.acc: 94.5909, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1119, s2.loss_cls: 0.0381, s2.acc: 94.3682, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0525, loss: 1.0938 +2024-03-11 03:35:40,271 - mmdet - INFO - Epoch [13][5200/7330] lr: 4.612e-06, eta: 3 days, 3:40:21, time: 1.547, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1572, s0.acc: 94.5925, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2299, s1.loss_cls: 0.0749, s1.acc: 94.6894, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1126, s2.loss_cls: 0.0372, s2.acc: 94.5920, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0524, loss: 1.0828 +2024-03-11 03:37:04,399 - mmdet - INFO - Epoch [13][5250/7330] lr: 4.612e-06, eta: 3 days, 3:39:09, time: 1.683, data_time: 0.213, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1745, s0.acc: 94.1226, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2343, s1.loss_cls: 0.0827, s1.acc: 94.2543, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1156, s2.loss_cls: 0.0408, s2.acc: 94.1167, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0542, loss: 1.1414 +2024-03-11 03:38:25,338 - mmdet - INFO - Epoch [13][5300/7330] lr: 4.612e-06, eta: 3 days, 3:37:51, time: 1.619, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1717, s0.acc: 94.1406, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2367, s1.loss_cls: 0.0831, s1.acc: 94.1690, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1160, s2.loss_cls: 0.0411, s2.acc: 93.9974, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0539, loss: 1.1278 +2024-03-11 03:39:47,118 - mmdet - INFO - Epoch [13][5350/7330] lr: 4.612e-06, eta: 3 days, 3:36:35, time: 1.636, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1641, s0.acc: 94.4111, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2311, s1.loss_cls: 0.0792, s1.acc: 94.4964, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1144, s2.loss_cls: 0.0392, s2.acc: 94.3477, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0539, loss: 1.1103 +2024-03-11 03:41:07,033 - mmdet - INFO - Epoch [13][5400/7330] lr: 4.612e-06, eta: 3 days, 3:35:15, time: 1.598, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1635, s0.acc: 94.4729, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2308, s1.loss_cls: 0.0770, s1.acc: 94.7083, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1137, s2.loss_cls: 0.0375, s2.acc: 94.6470, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0534, loss: 1.1011 +2024-03-11 03:42:31,668 - mmdet - INFO - Epoch [13][5450/7330] lr: 4.612e-06, eta: 3 days, 3:34:04, time: 1.692, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1645, s0.acc: 94.3518, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2345, s1.loss_cls: 0.0782, s1.acc: 94.5331, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1153, s2.loss_cls: 0.0388, s2.acc: 94.3522, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0540, loss: 1.1160 +2024-03-11 03:43:54,475 - mmdet - INFO - Epoch [13][5500/7330] lr: 4.612e-06, eta: 3 days, 3:32:50, time: 1.656, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1644, s0.acc: 94.4443, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2273, s1.loss_cls: 0.0777, s1.acc: 94.5999, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1107, s2.loss_cls: 0.0388, s2.acc: 94.4058, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0522, loss: 1.0943 +2024-03-11 03:45:09,165 - mmdet - INFO - Epoch [13][5550/7330] lr: 4.612e-06, eta: 3 days, 3:31:21, time: 1.494, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1543, s0.acc: 94.7205, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2238, s1.loss_cls: 0.0739, s1.acc: 94.8589, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1105, s2.loss_cls: 0.0367, s2.acc: 94.6871, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0519, loss: 1.0561 +2024-03-11 03:46:34,001 - mmdet - INFO - Epoch [13][5600/7330] lr: 4.612e-06, eta: 3 days, 3:30:10, time: 1.697, data_time: 0.211, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1571, s0.acc: 94.5154, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2265, s1.loss_cls: 0.0758, s1.acc: 94.6075, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1105, s2.loss_cls: 0.0375, s2.acc: 94.4346, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0518, loss: 1.0769 +2024-03-11 03:47:49,175 - mmdet - INFO - Epoch [13][5650/7330] lr: 4.612e-06, eta: 3 days, 3:28:42, time: 1.503, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1549, s0.acc: 94.6128, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2270, s1.loss_cls: 0.0748, s1.acc: 94.7054, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1115, s2.loss_cls: 0.0372, s2.acc: 94.6293, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0525, loss: 1.0690 +2024-03-11 03:49:10,393 - mmdet - INFO - Epoch [13][5700/7330] lr: 4.612e-06, eta: 3 days, 3:27:25, time: 1.624, data_time: 0.227, memory: 23149, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1567, s0.acc: 94.6770, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2276, s1.loss_cls: 0.0733, s1.acc: 94.8757, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1114, s2.loss_cls: 0.0369, s2.acc: 94.7236, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0523, loss: 1.0726 +2024-03-11 03:50:33,460 - mmdet - INFO - Epoch [13][5750/7330] lr: 4.612e-06, eta: 3 days, 3:26:11, time: 1.661, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1633, s0.acc: 94.3428, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2322, s1.loss_cls: 0.0776, s1.acc: 94.5647, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1147, s2.loss_cls: 0.0387, s2.acc: 94.4289, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0542, loss: 1.1134 +2024-03-11 03:51:55,079 - mmdet - INFO - Epoch [13][5800/7330] lr: 4.612e-06, eta: 3 days, 3:24:55, time: 1.632, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1630, s0.acc: 94.3425, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2305, s1.loss_cls: 0.0784, s1.acc: 94.3994, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1139, s2.loss_cls: 0.0391, s2.acc: 94.2300, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0527, loss: 1.0997 +2024-03-11 03:53:14,574 - mmdet - INFO - Epoch [13][5850/7330] lr: 4.612e-06, eta: 3 days, 3:23:34, time: 1.590, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1585, s0.acc: 94.6248, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2326, s1.loss_cls: 0.0756, s1.acc: 94.7625, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1147, s2.loss_cls: 0.0373, s2.acc: 94.6700, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0541, loss: 1.0819 +2024-03-11 03:54:34,218 - mmdet - INFO - Epoch [13][5900/7330] lr: 4.612e-06, eta: 3 days, 3:22:14, time: 1.593, data_time: 0.209, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1640, s0.acc: 94.3374, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2361, s1.loss_cls: 0.0785, s1.acc: 94.4385, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1155, s2.loss_cls: 0.0399, s2.acc: 94.1662, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0539, loss: 1.1202 +2024-03-11 03:55:50,016 - mmdet - INFO - Epoch [13][5950/7330] lr: 4.612e-06, eta: 3 days, 3:20:47, time: 1.516, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1600, s0.acc: 94.5618, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2315, s1.loss_cls: 0.0765, s1.acc: 94.6670, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1140, s2.loss_cls: 0.0382, s2.acc: 94.4649, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0534, loss: 1.0937 +2024-03-11 03:57:06,627 - mmdet - INFO - Epoch [13][6000/7330] lr: 4.612e-06, eta: 3 days, 3:19:22, time: 1.532, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1702, s0.acc: 94.2380, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2366, s1.loss_cls: 0.0815, s1.acc: 94.3274, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1165, s2.loss_cls: 0.0400, s2.acc: 94.2151, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0547, loss: 1.1282 +2024-03-11 03:58:23,303 - mmdet - INFO - Epoch [13][6050/7330] lr: 4.612e-06, eta: 3 days, 3:17:56, time: 1.533, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1614, s0.acc: 94.3982, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2276, s1.loss_cls: 0.0773, s1.acc: 94.4300, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1116, s2.loss_cls: 0.0375, s2.acc: 94.4193, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0525, loss: 1.0848 +2024-03-11 03:59:43,294 - mmdet - INFO - Epoch [13][6100/7330] lr: 4.612e-06, eta: 3 days, 3:16:37, time: 1.600, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1686, s0.acc: 94.2820, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2320, s1.loss_cls: 0.0802, s1.acc: 94.3863, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1135, s2.loss_cls: 0.0400, s2.acc: 94.3778, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0531, loss: 1.1220 +2024-03-11 04:01:03,002 - mmdet - INFO - Epoch [13][6150/7330] lr: 4.612e-06, eta: 3 days, 3:15:17, time: 1.594, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1688, s0.acc: 94.2422, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2335, s1.loss_cls: 0.0804, s1.acc: 94.3977, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1145, s2.loss_cls: 0.0391, s2.acc: 94.3617, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0537, loss: 1.1221 +2024-03-11 04:02:23,231 - mmdet - INFO - Epoch [13][6200/7330] lr: 4.612e-06, eta: 3 days, 3:13:58, time: 1.605, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1612, s0.acc: 94.5728, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2330, s1.loss_cls: 0.0752, s1.acc: 94.8606, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1134, s2.loss_cls: 0.0374, s2.acc: 94.7702, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0531, loss: 1.0899 +2024-03-11 04:03:43,479 - mmdet - INFO - Epoch [13][6250/7330] lr: 4.612e-06, eta: 3 days, 3:12:39, time: 1.605, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1637, s0.acc: 94.3293, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2384, s1.loss_cls: 0.0781, s1.acc: 94.4402, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1160, s2.loss_cls: 0.0386, s2.acc: 94.3318, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0545, loss: 1.1154 +2024-03-11 04:05:02,233 - mmdet - INFO - Epoch [13][6300/7330] lr: 4.612e-06, eta: 3 days, 3:11:17, time: 1.575, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1609, s0.acc: 94.5278, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2292, s1.loss_cls: 0.0777, s1.acc: 94.5307, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1115, s2.loss_cls: 0.0385, s2.acc: 94.3953, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0526, loss: 1.0854 +2024-03-11 04:06:21,434 - mmdet - INFO - Epoch [13][6350/7330] lr: 4.612e-06, eta: 3 days, 3:09:56, time: 1.584, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1545, s0.acc: 94.6545, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2295, s1.loss_cls: 0.0742, s1.acc: 94.7691, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1121, s2.loss_cls: 0.0371, s2.acc: 94.6839, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0527, loss: 1.0752 +2024-03-11 04:07:48,057 - mmdet - INFO - Epoch [13][6400/7330] lr: 4.612e-06, eta: 3 days, 3:08:49, time: 1.732, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1728, s0.acc: 94.1528, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2364, s1.loss_cls: 0.0837, s1.acc: 94.0916, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1151, s2.loss_cls: 0.0416, s2.acc: 93.9881, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0536, loss: 1.1400 +2024-03-11 04:09:06,305 - mmdet - INFO - Epoch [13][6450/7330] lr: 4.612e-06, eta: 3 days, 3:07:26, time: 1.565, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1545, s0.acc: 94.6912, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2231, s1.loss_cls: 0.0747, s1.acc: 94.6957, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1103, s2.loss_cls: 0.0370, s2.acc: 94.5192, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0517, loss: 1.0515 +2024-03-11 04:10:27,504 - mmdet - INFO - Epoch [13][6500/7330] lr: 4.612e-06, eta: 3 days, 3:06:09, time: 1.624, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1596, s0.acc: 94.3757, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2343, s1.loss_cls: 0.0762, s1.acc: 94.5088, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1141, s2.loss_cls: 0.0382, s2.acc: 94.2630, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0533, loss: 1.1029 +2024-03-11 04:11:42,618 - mmdet - INFO - Epoch [13][6550/7330] lr: 4.612e-06, eta: 3 days, 3:04:41, time: 1.502, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1741, s0.acc: 94.0664, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2333, s1.loss_cls: 0.0846, s1.acc: 94.1380, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1146, s2.loss_cls: 0.0414, s2.acc: 94.0349, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0539, loss: 1.1387 +2024-03-11 04:13:01,146 - mmdet - INFO - Epoch [13][6600/7330] lr: 4.612e-06, eta: 3 days, 3:03:19, time: 1.571, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1661, s0.acc: 94.3296, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2305, s1.loss_cls: 0.0791, s1.acc: 94.4142, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1123, s2.loss_cls: 0.0392, s2.acc: 94.3137, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0525, loss: 1.1085 +2024-03-11 04:14:19,617 - mmdet - INFO - Epoch [13][6650/7330] lr: 4.612e-06, eta: 3 days, 3:01:57, time: 1.569, data_time: 0.118, memory: 23149, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1593, s0.acc: 94.4810, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2328, s1.loss_cls: 0.0751, s1.acc: 94.6325, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1126, s2.loss_cls: 0.0370, s2.acc: 94.5419, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0525, loss: 1.0952 +2024-03-11 04:15:37,929 - mmdet - INFO - Epoch [13][6700/7330] lr: 4.612e-06, eta: 3 days, 3:00:34, time: 1.566, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1647, s0.acc: 94.4468, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2317, s1.loss_cls: 0.0789, s1.acc: 94.5803, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1126, s2.loss_cls: 0.0389, s2.acc: 94.4602, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0527, loss: 1.1022 +2024-03-11 04:16:58,309 - mmdet - INFO - Epoch [13][6750/7330] lr: 4.612e-06, eta: 3 days, 2:59:15, time: 1.608, data_time: 0.114, memory: 23149, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1642, s0.acc: 94.4773, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2389, s1.loss_cls: 0.0783, s1.acc: 94.5473, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1156, s2.loss_cls: 0.0384, s2.acc: 94.4730, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0544, loss: 1.1180 +2024-03-11 04:18:15,578 - mmdet - INFO - Epoch [13][6800/7330] lr: 4.612e-06, eta: 3 days, 2:57:51, time: 1.545, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1614, s0.acc: 94.4888, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2341, s1.loss_cls: 0.0767, s1.acc: 94.6812, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1147, s2.loss_cls: 0.0382, s2.acc: 94.5843, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0537, loss: 1.0946 +2024-03-11 04:19:34,826 - mmdet - INFO - Epoch [13][6850/7330] lr: 4.612e-06, eta: 3 days, 2:56:30, time: 1.585, data_time: 0.109, memory: 23149, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1700, s0.acc: 94.1956, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2310, s1.loss_cls: 0.0805, s1.acc: 94.3819, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1122, s2.loss_cls: 0.0398, s2.acc: 94.2623, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0527, loss: 1.1187 +2024-03-11 04:20:50,574 - mmdet - INFO - Epoch [13][6900/7330] lr: 4.612e-06, eta: 3 days, 2:55:03, time: 1.515, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1632, s0.acc: 94.2883, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2357, s1.loss_cls: 0.0764, s1.acc: 94.5130, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1147, s2.loss_cls: 0.0382, s2.acc: 94.4101, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0539, loss: 1.1119 +2024-03-11 04:22:08,721 - mmdet - INFO - Epoch [13][6950/7330] lr: 4.612e-06, eta: 3 days, 2:53:41, time: 1.563, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1568, s0.acc: 94.6799, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2256, s1.loss_cls: 0.0748, s1.acc: 94.8127, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1106, s2.loss_cls: 0.0372, s2.acc: 94.6414, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0523, loss: 1.0659 +2024-03-11 04:23:25,844 - mmdet - INFO - Epoch [13][7000/7330] lr: 4.612e-06, eta: 3 days, 2:52:16, time: 1.542, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1743, s0.acc: 94.1421, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2305, s1.loss_cls: 0.0838, s1.acc: 94.2458, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1133, s2.loss_cls: 0.0416, s2.acc: 94.1152, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0534, loss: 1.1319 +2024-03-11 04:24:47,354 - mmdet - INFO - Epoch [13][7050/7330] lr: 4.612e-06, eta: 3 days, 2:50:59, time: 1.630, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1695, s0.acc: 94.2329, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2301, s1.loss_cls: 0.0803, s1.acc: 94.4198, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1132, s2.loss_cls: 0.0401, s2.acc: 94.2080, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0532, loss: 1.1218 +2024-03-11 04:26:10,312 - mmdet - INFO - Epoch [13][7100/7330] lr: 4.612e-06, eta: 3 days, 2:49:45, time: 1.659, data_time: 0.203, memory: 23149, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1650, s0.acc: 94.3472, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2359, s1.loss_cls: 0.0784, s1.acc: 94.4747, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1158, s2.loss_cls: 0.0382, s2.acc: 94.5322, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0545, loss: 1.1200 +2024-03-11 04:27:36,979 - mmdet - INFO - Epoch [13][7150/7330] lr: 4.612e-06, eta: 3 days, 2:48:38, time: 1.734, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1664, s0.acc: 94.2317, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2374, s1.loss_cls: 0.0790, s1.acc: 94.4294, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1157, s2.loss_cls: 0.0386, s2.acc: 94.3715, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0544, loss: 1.1267 +2024-03-11 04:29:00,838 - mmdet - INFO - Epoch [13][7200/7330] lr: 4.612e-06, eta: 3 days, 2:47:25, time: 1.677, data_time: 0.258, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1656, s0.acc: 94.3494, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2331, s1.loss_cls: 0.0783, s1.acc: 94.5007, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1138, s2.loss_cls: 0.0389, s2.acc: 94.3195, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0531, loss: 1.1144 +2024-03-11 04:30:17,165 - mmdet - INFO - Epoch [13][7250/7330] lr: 4.612e-06, eta: 3 days, 2:45:59, time: 1.527, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1728, s0.acc: 94.0806, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2346, s1.loss_cls: 0.0808, s1.acc: 94.2659, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1144, s2.loss_cls: 0.0396, s2.acc: 94.1439, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0534, loss: 1.1314 +2024-03-11 04:31:37,500 - mmdet - INFO - Epoch [13][7300/7330] lr: 4.612e-06, eta: 3 days, 2:44:40, time: 1.607, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1674, s0.acc: 94.2441, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2335, s1.loss_cls: 0.0812, s1.acc: 94.3023, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1150, s2.loss_cls: 0.0402, s2.acc: 94.0470, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0539, loss: 1.1311 +2024-03-11 04:32:20,453 - mmdet - INFO - Saving checkpoint at 13 epochs +2024-03-11 04:39:17,859 - mmdet - INFO - Evaluating bbox... +2024-03-11 04:39:49,700 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.483 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.668 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.524 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.305 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.526 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.618 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.627 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.627 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.627 + 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 ] = 0.667 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.767 + +2024-03-11 04:39:49,701 - mmdet - INFO - Evaluating segm... +2024-03-11 04:40:30,164 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.419 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.642 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.452 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.218 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.456 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.592 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.549 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.549 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.549 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.365 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.589 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.699 + +2024-03-11 04:40:30,767 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-11 04:40:30,769 - mmdet - INFO - Epoch(val) [13][1250] bbox_mAP: 0.4830, bbox_mAP_50: 0.6680, bbox_mAP_75: 0.5240, bbox_mAP_s: 0.3050, bbox_mAP_m: 0.5260, bbox_mAP_l: 0.6180, bbox_mAP_copypaste: 0.483 0.668 0.524 0.305 0.526 0.618, segm_mAP: 0.4190, segm_mAP_50: 0.6420, segm_mAP_75: 0.4520, segm_mAP_s: 0.2180, segm_mAP_m: 0.4560, segm_mAP_l: 0.5920, segm_mAP_copypaste: 0.419 0.642 0.452 0.218 0.456 0.592 +2024-03-11 04:41:56,116 - mmdet - INFO - Epoch [14][50/7330] lr: 4.612e-06, eta: 3 days, 2:41:18, time: 1.705, data_time: 0.262, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1561, s0.acc: 94.6370, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2252, s1.loss_cls: 0.0729, s1.acc: 94.8662, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1115, s2.loss_cls: 0.0359, s2.acc: 94.8499, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0525, loss: 1.0770 +2024-03-11 04:43:16,439 - mmdet - INFO - Epoch [14][100/7330] lr: 4.612e-06, eta: 3 days, 2:39:59, time: 1.607, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1604, s0.acc: 94.5229, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2329, s1.loss_cls: 0.0766, s1.acc: 94.6779, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1151, s2.loss_cls: 0.0372, s2.acc: 94.6764, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0544, loss: 1.0997 +2024-03-11 04:44:35,261 - mmdet - INFO - Epoch [14][150/7330] lr: 4.612e-06, eta: 3 days, 2:38:38, time: 1.576, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1575, s0.acc: 94.5835, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2271, s1.loss_cls: 0.0748, s1.acc: 94.7461, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1120, s2.loss_cls: 0.0376, s2.acc: 94.5325, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0530, loss: 1.0918 +2024-03-11 04:46:01,184 - mmdet - INFO - Epoch [14][200/7330] lr: 4.612e-06, eta: 3 days, 2:37:29, time: 1.718, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1630, s0.acc: 94.3401, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2270, s1.loss_cls: 0.0768, s1.acc: 94.5526, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1116, s2.loss_cls: 0.0380, s2.acc: 94.4625, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0526, loss: 1.1019 +2024-03-11 04:47:19,568 - mmdet - INFO - Epoch [14][250/7330] lr: 4.612e-06, eta: 3 days, 2:36:06, time: 1.568, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1661, s0.acc: 94.2639, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2354, s1.loss_cls: 0.0788, s1.acc: 94.4223, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1150, s2.loss_cls: 0.0396, s2.acc: 94.2129, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0543, loss: 1.1254 +2024-03-11 04:48:35,535 - mmdet - INFO - Epoch [14][300/7330] lr: 4.612e-06, eta: 3 days, 2:34:40, time: 1.519, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1657, s0.acc: 94.2656, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2242, s1.loss_cls: 0.0782, s1.acc: 94.4697, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1100, s2.loss_cls: 0.0384, s2.acc: 94.4003, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0517, loss: 1.1102 +2024-03-11 04:49:56,403 - mmdet - INFO - Epoch [14][350/7330] lr: 4.612e-06, eta: 3 days, 2:33:22, time: 1.617, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1502, s0.acc: 94.7869, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2281, s1.loss_cls: 0.0720, s1.acc: 94.9449, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1131, s2.loss_cls: 0.0355, s2.acc: 94.9230, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0532, loss: 1.0638 +2024-03-11 04:51:15,344 - mmdet - INFO - Epoch [14][400/7330] lr: 4.612e-06, eta: 3 days, 2:32:01, time: 1.579, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1578, s0.acc: 94.5479, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2342, s1.loss_cls: 0.0751, s1.acc: 94.7317, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1148, s2.loss_cls: 0.0372, s2.acc: 94.5971, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0540, loss: 1.0883 +2024-03-11 04:52:36,043 - mmdet - INFO - Epoch [14][450/7330] lr: 4.612e-06, eta: 3 days, 2:30:43, time: 1.614, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1603, s0.acc: 94.4502, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2345, s1.loss_cls: 0.0756, s1.acc: 94.6432, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1135, s2.loss_cls: 0.0375, s2.acc: 94.4909, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0532, loss: 1.0994 +2024-03-11 04:53:57,180 - mmdet - INFO - Epoch [14][500/7330] lr: 4.612e-06, eta: 3 days, 2:29:25, time: 1.623, data_time: 0.196, memory: 23149, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1525, s0.acc: 94.6570, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2249, s1.loss_cls: 0.0726, s1.acc: 94.8011, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1101, s2.loss_cls: 0.0365, s2.acc: 94.5875, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0516, loss: 1.0522 +2024-03-11 04:55:17,597 - mmdet - INFO - Epoch [14][550/7330] lr: 4.612e-06, eta: 3 days, 2:28:07, time: 1.608, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1582, s0.acc: 94.4956, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2362, s1.loss_cls: 0.0749, s1.acc: 94.6229, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1150, s2.loss_cls: 0.0369, s2.acc: 94.5342, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0541, loss: 1.1022 +2024-03-11 04:56:37,082 - mmdet - INFO - Epoch [14][600/7330] lr: 4.612e-06, eta: 3 days, 2:26:47, time: 1.590, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1607, s0.acc: 94.4067, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2319, s1.loss_cls: 0.0771, s1.acc: 94.4981, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1125, s2.loss_cls: 0.0384, s2.acc: 94.3914, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0531, loss: 1.0950 +2024-03-11 04:58:00,743 - mmdet - INFO - Epoch [14][650/7330] lr: 4.612e-06, eta: 3 days, 2:25:34, time: 1.673, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1541, s0.acc: 94.5647, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2278, s1.loss_cls: 0.0730, s1.acc: 94.7192, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1121, s2.loss_cls: 0.0362, s2.acc: 94.6121, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0527, loss: 1.0718 +2024-03-11 04:59:19,165 - mmdet - INFO - Epoch [14][700/7330] lr: 4.612e-06, eta: 3 days, 2:24:11, time: 1.568, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1522, s0.acc: 94.7410, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2253, s1.loss_cls: 0.0724, s1.acc: 94.9149, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1110, s2.loss_cls: 0.0362, s2.acc: 94.8260, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0520, loss: 1.0545 +2024-03-11 05:00:40,013 - mmdet - INFO - Epoch [14][750/7330] lr: 4.612e-06, eta: 3 days, 2:22:54, time: 1.617, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1600, s0.acc: 94.4485, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2315, s1.loss_cls: 0.0771, s1.acc: 94.5632, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1132, s2.loss_cls: 0.0381, s2.acc: 94.4070, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0529, loss: 1.0923 +2024-03-11 05:01:59,806 - mmdet - INFO - Epoch [14][800/7330] lr: 4.612e-06, eta: 3 days, 2:21:34, time: 1.596, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1462, s0.acc: 94.8706, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2233, s1.loss_cls: 0.0695, s1.acc: 95.0507, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1104, s2.loss_cls: 0.0348, s2.acc: 94.9266, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0520, loss: 1.0376 +2024-03-11 05:03:19,683 - mmdet - INFO - Epoch [14][850/7330] lr: 4.612e-06, eta: 3 days, 2:20:14, time: 1.598, data_time: 0.220, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1611, s0.acc: 94.4272, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2323, s1.loss_cls: 0.0762, s1.acc: 94.5816, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1139, s2.loss_cls: 0.0375, s2.acc: 94.5276, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0534, loss: 1.0976 +2024-03-11 05:04:35,873 - mmdet - INFO - Epoch [14][900/7330] lr: 4.612e-06, eta: 3 days, 2:18:48, time: 1.524, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1571, s0.acc: 94.5920, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2239, s1.loss_cls: 0.0740, s1.acc: 94.8121, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1091, s2.loss_cls: 0.0366, s2.acc: 94.7148, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0520, loss: 1.0620 +2024-03-11 05:05:55,291 - mmdet - INFO - Epoch [14][950/7330] lr: 4.612e-06, eta: 3 days, 2:17:28, time: 1.588, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1587, s0.acc: 94.6292, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2234, s1.loss_cls: 0.0753, s1.acc: 94.8222, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1106, s2.loss_cls: 0.0374, s2.acc: 94.6831, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0522, loss: 1.0624 +2024-03-11 05:07:13,975 - mmdet - INFO - Epoch [14][1000/7330] lr: 4.612e-06, eta: 3 days, 2:16:06, time: 1.574, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1576, s0.acc: 94.5815, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2308, s1.loss_cls: 0.0752, s1.acc: 94.6736, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1140, s2.loss_cls: 0.0372, s2.acc: 94.5991, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0542, loss: 1.0871 +2024-03-11 05:08:30,974 - mmdet - INFO - Epoch [14][1050/7330] lr: 4.612e-06, eta: 3 days, 2:14:42, time: 1.540, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1693, s0.acc: 94.1328, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2354, s1.loss_cls: 0.0806, s1.acc: 94.2278, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1164, s2.loss_cls: 0.0401, s2.acc: 94.0333, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0544, loss: 1.1355 +2024-03-11 05:09:51,988 - mmdet - INFO - Epoch [14][1100/7330] lr: 4.612e-06, eta: 3 days, 2:13:24, time: 1.621, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1633, s0.acc: 94.3633, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2313, s1.loss_cls: 0.0786, s1.acc: 94.4335, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1138, s2.loss_cls: 0.0391, s2.acc: 94.3080, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0535, loss: 1.1083 +2024-03-11 05:11:12,196 - mmdet - INFO - Epoch [14][1150/7330] lr: 4.612e-06, eta: 3 days, 2:12:05, time: 1.604, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1550, s0.acc: 94.6614, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2314, s1.loss_cls: 0.0740, s1.acc: 94.8313, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1132, s2.loss_cls: 0.0365, s2.acc: 94.7267, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0534, loss: 1.0720 +2024-03-11 05:12:33,205 - mmdet - INFO - Epoch [14][1200/7330] lr: 4.612e-06, eta: 3 days, 2:10:47, time: 1.620, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1559, s0.acc: 94.6680, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2308, s1.loss_cls: 0.0733, s1.acc: 94.9082, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1129, s2.loss_cls: 0.0365, s2.acc: 94.6844, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0528, loss: 1.0786 +2024-03-11 05:13:54,567 - mmdet - INFO - Epoch [14][1250/7330] lr: 4.612e-06, eta: 3 days, 2:09:30, time: 1.627, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1689, s0.acc: 94.2007, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2336, s1.loss_cls: 0.0802, s1.acc: 94.3756, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1138, s2.loss_cls: 0.0395, s2.acc: 94.2001, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0535, loss: 1.1196 +2024-03-11 05:15:18,067 - mmdet - INFO - Epoch [14][1300/7330] lr: 4.612e-06, eta: 3 days, 2:08:17, time: 1.670, data_time: 0.212, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1602, s0.acc: 94.5737, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2258, s1.loss_cls: 0.0756, s1.acc: 94.8100, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1114, s2.loss_cls: 0.0370, s2.acc: 94.7319, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0519, loss: 1.0747 +2024-03-11 05:16:36,964 - mmdet - INFO - Epoch [14][1350/7330] lr: 4.612e-06, eta: 3 days, 2:06:56, time: 1.578, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1563, s0.acc: 94.6235, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2277, s1.loss_cls: 0.0727, s1.acc: 94.8818, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1118, s2.loss_cls: 0.0362, s2.acc: 94.7304, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0527, loss: 1.0699 +2024-03-11 05:17:55,895 - mmdet - INFO - Epoch [14][1400/7330] lr: 4.612e-06, eta: 3 days, 2:05:35, time: 1.579, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1697, s0.acc: 94.2642, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2329, s1.loss_cls: 0.0803, s1.acc: 94.4365, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1146, s2.loss_cls: 0.0397, s2.acc: 94.3947, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0539, loss: 1.1312 +2024-03-11 05:19:17,069 - mmdet - INFO - Epoch [14][1450/7330] lr: 4.612e-06, eta: 3 days, 2:04:17, time: 1.623, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1676, s0.acc: 94.2820, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2315, s1.loss_cls: 0.0794, s1.acc: 94.4256, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1147, s2.loss_cls: 0.0404, s2.acc: 94.0372, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0544, loss: 1.1212 +2024-03-11 05:20:35,939 - mmdet - INFO - Epoch [14][1500/7330] lr: 4.612e-06, eta: 3 days, 2:02:56, time: 1.577, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1616, s0.acc: 94.4485, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2255, s1.loss_cls: 0.0771, s1.acc: 94.5753, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1121, s2.loss_cls: 0.0379, s2.acc: 94.5248, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0525, loss: 1.0958 +2024-03-11 05:21:53,528 - mmdet - INFO - Epoch [14][1550/7330] lr: 4.612e-06, eta: 3 days, 2:01:32, time: 1.552, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1525, s0.acc: 94.6824, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2207, s1.loss_cls: 0.0720, s1.acc: 94.9366, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1090, s2.loss_cls: 0.0353, s2.acc: 94.9590, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0520, loss: 1.0429 +2024-03-11 05:23:12,372 - mmdet - INFO - Epoch [14][1600/7330] lr: 4.612e-06, eta: 3 days, 2:00:11, time: 1.577, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1701, s0.acc: 94.1426, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2302, s1.loss_cls: 0.0820, s1.acc: 94.2190, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1143, s2.loss_cls: 0.0405, s2.acc: 94.1612, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0538, loss: 1.1257 +2024-03-11 05:24:31,953 - mmdet - INFO - Epoch [14][1650/7330] lr: 4.612e-06, eta: 3 days, 1:58:51, time: 1.592, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1607, s0.acc: 94.5120, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2305, s1.loss_cls: 0.0757, s1.acc: 94.7400, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1137, s2.loss_cls: 0.0373, s2.acc: 94.5963, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0533, loss: 1.0915 +2024-03-11 05:25:50,396 - mmdet - INFO - Epoch [14][1700/7330] lr: 4.612e-06, eta: 3 days, 1:57:29, time: 1.569, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1630, s0.acc: 94.3357, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2348, s1.loss_cls: 0.0784, s1.acc: 94.4137, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1147, s2.loss_cls: 0.0390, s2.acc: 94.2795, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0537, loss: 1.1227 +2024-03-11 05:27:11,579 - mmdet - INFO - Epoch [14][1750/7330] lr: 4.612e-06, eta: 3 days, 1:56:12, time: 1.624, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1667, s0.acc: 94.1953, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2362, s1.loss_cls: 0.0783, s1.acc: 94.3935, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1154, s2.loss_cls: 0.0384, s2.acc: 94.3569, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0543, loss: 1.1425 +2024-03-11 05:28:33,251 - mmdet - INFO - Epoch [14][1800/7330] lr: 4.612e-06, eta: 3 days, 1:54:55, time: 1.633, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1601, s0.acc: 94.4478, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2313, s1.loss_cls: 0.0752, s1.acc: 94.6533, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1136, s2.loss_cls: 0.0375, s2.acc: 94.5207, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0532, loss: 1.1062 +2024-03-11 05:29:52,275 - mmdet - INFO - Epoch [14][1850/7330] lr: 4.612e-06, eta: 3 days, 1:53:34, time: 1.580, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1669, s0.acc: 94.2678, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2354, s1.loss_cls: 0.0791, s1.acc: 94.4343, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1153, s2.loss_cls: 0.0388, s2.acc: 94.4004, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0540, loss: 1.1260 +2024-03-11 05:31:15,964 - mmdet - INFO - Epoch [14][1900/7330] lr: 4.612e-06, eta: 3 days, 1:52:21, time: 1.674, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1561, s0.acc: 94.5264, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2312, s1.loss_cls: 0.0737, s1.acc: 94.7308, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1135, s2.loss_cls: 0.0363, s2.acc: 94.6959, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0538, loss: 1.0751 +2024-03-11 05:32:38,407 - mmdet - INFO - Epoch [14][1950/7330] lr: 4.612e-06, eta: 3 days, 1:51:06, time: 1.649, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1587, s0.acc: 94.6406, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2261, s1.loss_cls: 0.0760, s1.acc: 94.8083, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1121, s2.loss_cls: 0.0378, s2.acc: 94.5988, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0529, loss: 1.0656 +2024-03-11 05:33:58,456 - mmdet - INFO - Epoch [14][2000/7330] lr: 4.612e-06, eta: 3 days, 1:49:46, time: 1.601, data_time: 0.222, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1581, s0.acc: 94.5728, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2289, s1.loss_cls: 0.0748, s1.acc: 94.6474, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1120, s2.loss_cls: 0.0374, s2.acc: 94.5348, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0524, loss: 1.0841 +2024-03-11 05:35:19,235 - mmdet - INFO - Epoch [14][2050/7330] lr: 4.612e-06, eta: 3 days, 1:48:28, time: 1.616, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1591, s0.acc: 94.5134, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2303, s1.loss_cls: 0.0747, s1.acc: 94.6657, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1121, s2.loss_cls: 0.0373, s2.acc: 94.5244, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0528, loss: 1.0899 +2024-03-11 05:36:38,328 - mmdet - INFO - Epoch [14][2100/7330] lr: 4.612e-06, eta: 3 days, 1:47:07, time: 1.582, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1635, s0.acc: 94.4270, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2311, s1.loss_cls: 0.0770, s1.acc: 94.5846, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1124, s2.loss_cls: 0.0380, s2.acc: 94.4590, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0526, loss: 1.0985 +2024-03-11 05:37:54,190 - mmdet - INFO - Epoch [14][2150/7330] lr: 4.612e-06, eta: 3 days, 1:45:41, time: 1.517, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1549, s0.acc: 94.6926, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2287, s1.loss_cls: 0.0737, s1.acc: 94.8337, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1124, s2.loss_cls: 0.0365, s2.acc: 94.7428, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0532, loss: 1.0658 +2024-03-11 05:39:14,784 - mmdet - INFO - Epoch [14][2200/7330] lr: 4.612e-06, eta: 3 days, 1:44:23, time: 1.612, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1528, s0.acc: 94.5205, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2313, s1.loss_cls: 0.0728, s1.acc: 94.7509, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1130, s2.loss_cls: 0.0361, s2.acc: 94.7472, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0532, loss: 1.0821 +2024-03-11 05:40:31,884 - mmdet - INFO - Epoch [14][2250/7330] lr: 4.612e-06, eta: 3 days, 1:42:58, time: 1.542, data_time: 0.102, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1537, s0.acc: 94.5564, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2351, s1.loss_cls: 0.0734, s1.acc: 94.6565, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1144, s2.loss_cls: 0.0368, s2.acc: 94.5397, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0537, loss: 1.0797 +2024-03-11 05:41:48,270 - mmdet - INFO - Epoch [14][2300/7330] lr: 4.612e-06, eta: 3 days, 1:41:33, time: 1.528, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1559, s0.acc: 94.5872, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2300, s1.loss_cls: 0.0741, s1.acc: 94.6687, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1134, s2.loss_cls: 0.0370, s2.acc: 94.5812, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0532, loss: 1.0819 +2024-03-11 05:43:08,554 - mmdet - INFO - Epoch [14][2350/7330] lr: 4.612e-06, eta: 3 days, 1:40:14, time: 1.606, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1595, s0.acc: 94.5535, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2285, s1.loss_cls: 0.0767, s1.acc: 94.6186, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1116, s2.loss_cls: 0.0373, s2.acc: 94.5069, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0521, loss: 1.0777 +2024-03-11 05:44:26,938 - mmdet - INFO - Epoch [14][2400/7330] lr: 4.612e-06, eta: 3 days, 1:38:52, time: 1.568, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1578, s0.acc: 94.4292, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2337, s1.loss_cls: 0.0747, s1.acc: 94.5316, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1140, s2.loss_cls: 0.0373, s2.acc: 94.3628, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0533, loss: 1.1065 +2024-03-11 05:45:50,607 - mmdet - INFO - Epoch [14][2450/7330] lr: 4.612e-06, eta: 3 days, 1:37:39, time: 1.673, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1684, s0.acc: 94.2070, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2324, s1.loss_cls: 0.0804, s1.acc: 94.3145, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1135, s2.loss_cls: 0.0402, s2.acc: 94.1130, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0535, loss: 1.1253 +2024-03-11 05:47:05,610 - mmdet - INFO - Epoch [14][2500/7330] lr: 4.612e-06, eta: 3 days, 1:36:11, time: 1.500, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1558, s0.acc: 94.6221, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2286, s1.loss_cls: 0.0737, s1.acc: 94.7455, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1111, s2.loss_cls: 0.0363, s2.acc: 94.6844, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0523, loss: 1.0720 +2024-03-11 05:48:28,911 - mmdet - INFO - Epoch [14][2550/7330] lr: 4.612e-06, eta: 3 days, 1:34:57, time: 1.666, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1602, s0.acc: 94.4448, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2353, s1.loss_cls: 0.0761, s1.acc: 94.5844, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1139, s2.loss_cls: 0.0382, s2.acc: 94.5474, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0534, loss: 1.1021 +2024-03-11 05:49:48,944 - mmdet - INFO - Epoch [14][2600/7330] lr: 4.612e-06, eta: 3 days, 1:33:38, time: 1.600, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1693, s0.acc: 94.2366, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2326, s1.loss_cls: 0.0804, s1.acc: 94.3523, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1129, s2.loss_cls: 0.0394, s2.acc: 94.3898, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0527, loss: 1.1096 +2024-03-11 05:51:05,953 - mmdet - INFO - Epoch [14][2650/7330] lr: 4.612e-06, eta: 3 days, 1:32:13, time: 1.541, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1574, s0.acc: 94.7107, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2341, s1.loss_cls: 0.0752, s1.acc: 94.8399, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1133, s2.loss_cls: 0.0373, s2.acc: 94.6790, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0527, loss: 1.0894 +2024-03-11 05:52:27,289 - mmdet - INFO - Epoch [14][2700/7330] lr: 4.612e-06, eta: 3 days, 1:30:56, time: 1.627, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1594, s0.acc: 94.4333, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2332, s1.loss_cls: 0.0757, s1.acc: 94.5884, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1134, s2.loss_cls: 0.0381, s2.acc: 94.3698, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0534, loss: 1.0998 +2024-03-11 05:53:46,716 - mmdet - INFO - Epoch [14][2750/7330] lr: 4.612e-06, eta: 3 days, 1:29:36, time: 1.589, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1586, s0.acc: 94.4170, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2395, s1.loss_cls: 0.0749, s1.acc: 94.5736, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1160, s2.loss_cls: 0.0376, s2.acc: 94.4099, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0545, loss: 1.1149 +2024-03-11 05:55:07,913 - mmdet - INFO - Epoch [14][2800/7330] lr: 4.612e-06, eta: 3 days, 1:28:18, time: 1.624, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1587, s0.acc: 94.4712, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2307, s1.loss_cls: 0.0757, s1.acc: 94.5888, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1138, s2.loss_cls: 0.0377, s2.acc: 94.4979, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0537, loss: 1.0872 +2024-03-11 05:56:27,560 - mmdet - INFO - Epoch [14][2850/7330] lr: 4.612e-06, eta: 3 days, 1:26:58, time: 1.593, data_time: 0.206, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1697, s0.acc: 94.1699, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2371, s1.loss_cls: 0.0798, s1.acc: 94.3997, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1149, s2.loss_cls: 0.0393, s2.acc: 94.3381, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0537, loss: 1.1316 +2024-03-11 05:57:46,724 - mmdet - INFO - Epoch [14][2900/7330] lr: 4.612e-06, eta: 3 days, 1:25:38, time: 1.583, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1605, s0.acc: 94.4763, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2267, s1.loss_cls: 0.0753, s1.acc: 94.7210, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1101, s2.loss_cls: 0.0374, s2.acc: 94.5717, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0516, loss: 1.0799 +2024-03-11 05:59:08,585 - mmdet - INFO - Epoch [14][2950/7330] lr: 4.612e-06, eta: 3 days, 1:24:21, time: 1.637, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1620, s0.acc: 94.4001, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2293, s1.loss_cls: 0.0768, s1.acc: 94.5838, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1120, s2.loss_cls: 0.0380, s2.acc: 94.5187, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0527, loss: 1.1002 +2024-03-11 06:00:29,718 - mmdet - INFO - Epoch [14][3000/7330] lr: 4.612e-06, eta: 3 days, 1:23:04, time: 1.623, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1669, s0.acc: 94.2769, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2370, s1.loss_cls: 0.0792, s1.acc: 94.4059, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1162, s2.loss_cls: 0.0395, s2.acc: 94.3221, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0547, loss: 1.1236 +2024-03-11 06:01:48,208 - mmdet - INFO - Epoch [14][3050/7330] lr: 4.612e-06, eta: 3 days, 1:21:42, time: 1.570, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1724, s0.acc: 94.1475, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2305, s1.loss_cls: 0.0818, s1.acc: 94.2736, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1136, s2.loss_cls: 0.0406, s2.acc: 94.1362, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0535, loss: 1.1346 +2024-03-11 06:03:05,235 - mmdet - INFO - Epoch [14][3100/7330] lr: 4.612e-06, eta: 3 days, 1:20:18, time: 1.541, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1615, s0.acc: 94.4517, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2331, s1.loss_cls: 0.0772, s1.acc: 94.5465, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1146, s2.loss_cls: 0.0381, s2.acc: 94.4882, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0537, loss: 1.0949 +2024-03-11 06:04:24,949 - mmdet - INFO - Epoch [14][3150/7330] lr: 4.612e-06, eta: 3 days, 1:18:58, time: 1.594, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1623, s0.acc: 94.4558, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2353, s1.loss_cls: 0.0774, s1.acc: 94.5886, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1140, s2.loss_cls: 0.0384, s2.acc: 94.4959, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0539, loss: 1.0915 +2024-03-11 06:05:44,472 - mmdet - INFO - Epoch [14][3200/7330] lr: 4.612e-06, eta: 3 days, 1:17:38, time: 1.590, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1568, s0.acc: 94.7246, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2260, s1.loss_cls: 0.0745, s1.acc: 94.8818, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1109, s2.loss_cls: 0.0369, s2.acc: 94.6744, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0517, loss: 1.0501 +2024-03-11 06:07:06,371 - mmdet - INFO - Epoch [14][3250/7330] lr: 4.612e-06, eta: 3 days, 1:16:21, time: 1.638, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1539, s0.acc: 94.6331, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2339, s1.loss_cls: 0.0729, s1.acc: 94.7937, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1139, s2.loss_cls: 0.0359, s2.acc: 94.6974, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0537, loss: 1.0835 +2024-03-11 06:08:26,625 - mmdet - INFO - Epoch [14][3300/7330] lr: 4.612e-06, eta: 3 days, 1:15:02, time: 1.605, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1622, s0.acc: 94.5723, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2291, s1.loss_cls: 0.0774, s1.acc: 94.7051, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1126, s2.loss_cls: 0.0381, s2.acc: 94.5342, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0535, loss: 1.0872 +2024-03-11 06:09:41,484 - mmdet - INFO - Epoch [14][3350/7330] lr: 4.612e-06, eta: 3 days, 1:13:34, time: 1.497, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1641, s0.acc: 94.4163, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2325, s1.loss_cls: 0.0778, s1.acc: 94.5509, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1137, s2.loss_cls: 0.0388, s2.acc: 94.4013, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0535, loss: 1.1011 +2024-03-11 06:11:01,654 - mmdet - INFO - Epoch [14][3400/7330] lr: 4.612e-06, eta: 3 days, 1:12:15, time: 1.603, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1592, s0.acc: 94.5410, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2382, s1.loss_cls: 0.0753, s1.acc: 94.6620, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1173, s2.loss_cls: 0.0375, s2.acc: 94.6292, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0550, loss: 1.1040 +2024-03-11 06:12:17,789 - mmdet - INFO - Epoch [14][3450/7330] lr: 4.612e-06, eta: 3 days, 1:10:49, time: 1.523, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1635, s0.acc: 94.3247, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2347, s1.loss_cls: 0.0771, s1.acc: 94.5493, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1140, s2.loss_cls: 0.0386, s2.acc: 94.4092, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0534, loss: 1.1136 +2024-03-11 06:13:37,999 - mmdet - INFO - Epoch [14][3500/7330] lr: 4.612e-06, eta: 3 days, 1:09:30, time: 1.604, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1608, s0.acc: 94.4387, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2319, s1.loss_cls: 0.0769, s1.acc: 94.5354, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1135, s2.loss_cls: 0.0376, s2.acc: 94.4599, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0532, loss: 1.0997 +2024-03-11 06:15:01,581 - mmdet - INFO - Epoch [14][3550/7330] lr: 4.612e-06, eta: 3 days, 1:08:17, time: 1.672, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1633, s0.acc: 94.3728, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2313, s1.loss_cls: 0.0770, s1.acc: 94.5549, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1137, s2.loss_cls: 0.0388, s2.acc: 94.4119, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0534, loss: 1.1159 +2024-03-11 06:16:19,199 - mmdet - INFO - Epoch [14][3600/7330] lr: 4.612e-06, eta: 3 days, 1:06:54, time: 1.552, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1541, s0.acc: 94.5720, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2330, s1.loss_cls: 0.0721, s1.acc: 94.8086, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1140, s2.loss_cls: 0.0359, s2.acc: 94.6852, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0536, loss: 1.0841 +2024-03-11 06:17:40,427 - mmdet - INFO - Epoch [14][3650/7330] lr: 4.612e-06, eta: 3 days, 1:05:36, time: 1.625, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1592, s0.acc: 94.4851, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2341, s1.loss_cls: 0.0756, s1.acc: 94.6285, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1138, s2.loss_cls: 0.0377, s2.acc: 94.4950, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0536, loss: 1.0983 +2024-03-11 06:18:54,977 - mmdet - INFO - Epoch [14][3700/7330] lr: 4.612e-06, eta: 3 days, 1:04:08, time: 1.491, data_time: 0.105, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1619, s0.acc: 94.5173, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2321, s1.loss_cls: 0.0770, s1.acc: 94.6313, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1144, s2.loss_cls: 0.0381, s2.acc: 94.5398, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0539, loss: 1.0939 +2024-03-11 06:20:15,672 - mmdet - INFO - Epoch [14][3750/7330] lr: 4.612e-06, eta: 3 days, 1:02:50, time: 1.614, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1700, s0.acc: 94.1340, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2380, s1.loss_cls: 0.0815, s1.acc: 94.1458, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1159, s2.loss_cls: 0.0406, s2.acc: 93.9940, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0540, loss: 1.1294 +2024-03-11 06:21:30,975 - mmdet - INFO - Epoch [14][3800/7330] lr: 4.612e-06, eta: 3 days, 1:01:22, time: 1.506, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1569, s0.acc: 94.4993, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2340, s1.loss_cls: 0.0745, s1.acc: 94.6129, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1155, s2.loss_cls: 0.0366, s2.acc: 94.5867, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0544, loss: 1.0952 +2024-03-11 06:22:52,551 - mmdet - INFO - Epoch [14][3850/7330] lr: 4.612e-06, eta: 3 days, 1:00:06, time: 1.632, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1612, s0.acc: 94.4780, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2355, s1.loss_cls: 0.0775, s1.acc: 94.4852, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1138, s2.loss_cls: 0.0379, s2.acc: 94.5227, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0531, loss: 1.0994 +2024-03-11 06:24:14,404 - mmdet - INFO - Epoch [14][3900/7330] lr: 4.612e-06, eta: 3 days, 0:58:49, time: 1.637, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1639, s0.acc: 94.3269, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2314, s1.loss_cls: 0.0775, s1.acc: 94.5810, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1145, s2.loss_cls: 0.0383, s2.acc: 94.4445, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0537, loss: 1.1053 +2024-03-11 06:25:39,473 - mmdet - INFO - Epoch [14][3950/7330] lr: 4.612e-06, eta: 3 days, 0:57:38, time: 1.701, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1749, s0.acc: 93.9492, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2334, s1.loss_cls: 0.0825, s1.acc: 94.1560, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1150, s2.loss_cls: 0.0409, s2.acc: 93.9428, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0540, loss: 1.1496 +2024-03-11 06:26:58,958 - mmdet - INFO - Epoch [14][4000/7330] lr: 4.612e-06, eta: 3 days, 0:56:18, time: 1.590, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1637, s0.acc: 94.3862, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2302, s1.loss_cls: 0.0778, s1.acc: 94.5341, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1136, s2.loss_cls: 0.0388, s2.acc: 94.3230, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0533, loss: 1.1036 +2024-03-11 06:28:15,062 - mmdet - INFO - Epoch [14][4050/7330] lr: 4.612e-06, eta: 3 days, 0:54:52, time: 1.522, data_time: 0.198, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1661, s0.acc: 94.2896, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2367, s1.loss_cls: 0.0794, s1.acc: 94.4322, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1150, s2.loss_cls: 0.0394, s2.acc: 94.3513, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0541, loss: 1.1187 +2024-03-11 06:29:32,751 - mmdet - INFO - Epoch [14][4100/7330] lr: 4.612e-06, eta: 3 days, 0:53:29, time: 1.554, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1662, s0.acc: 94.2107, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2314, s1.loss_cls: 0.0788, s1.acc: 94.3598, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1126, s2.loss_cls: 0.0391, s2.acc: 94.2573, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0527, loss: 1.1122 +2024-03-11 06:30:51,678 - mmdet - INFO - Epoch [14][4150/7330] lr: 4.612e-06, eta: 3 days, 0:52:08, time: 1.578, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1583, s0.acc: 94.5356, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2234, s1.loss_cls: 0.0757, s1.acc: 94.6692, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1096, s2.loss_cls: 0.0378, s2.acc: 94.5974, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0517, loss: 1.0629 +2024-03-11 06:32:14,477 - mmdet - INFO - Epoch [14][4200/7330] lr: 4.612e-06, eta: 3 days, 0:50:53, time: 1.656, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1614, s0.acc: 94.4238, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2301, s1.loss_cls: 0.0779, s1.acc: 94.5337, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1127, s2.loss_cls: 0.0387, s2.acc: 94.3616, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0526, loss: 1.0920 +2024-03-11 06:33:28,237 - mmdet - INFO - Epoch [14][4250/7330] lr: 4.612e-06, eta: 3 days, 0:49:24, time: 1.475, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1683, s0.acc: 94.2727, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2301, s1.loss_cls: 0.0801, s1.acc: 94.4128, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1136, s2.loss_cls: 0.0395, s2.acc: 94.4217, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0538, loss: 1.1185 +2024-03-11 06:34:51,637 - mmdet - INFO - Epoch [14][4300/7330] lr: 4.612e-06, eta: 3 days, 0:48:10, time: 1.668, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1610, s0.acc: 94.4949, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2384, s1.loss_cls: 0.0768, s1.acc: 94.5649, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1165, s2.loss_cls: 0.0378, s2.acc: 94.4797, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0543, loss: 1.1006 +2024-03-11 06:36:09,484 - mmdet - INFO - Epoch [14][4350/7330] lr: 4.612e-06, eta: 3 days, 0:46:47, time: 1.557, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1527, s0.acc: 94.7942, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2294, s1.loss_cls: 0.0721, s1.acc: 94.9074, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1111, s2.loss_cls: 0.0356, s2.acc: 94.8090, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0522, loss: 1.0507 +2024-03-11 06:37:30,752 - mmdet - INFO - Epoch [14][4400/7330] lr: 4.612e-06, eta: 3 days, 0:45:30, time: 1.625, data_time: 0.196, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1624, s0.acc: 94.4585, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2285, s1.loss_cls: 0.0776, s1.acc: 94.5704, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1117, s2.loss_cls: 0.0380, s2.acc: 94.4976, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0525, loss: 1.0920 +2024-03-11 06:38:49,718 - mmdet - INFO - Epoch [14][4450/7330] lr: 4.612e-06, eta: 3 days, 0:44:09, time: 1.579, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1498, s0.acc: 94.6726, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2329, s1.loss_cls: 0.0723, s1.acc: 94.7554, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1146, s2.loss_cls: 0.0362, s2.acc: 94.6524, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0536, loss: 1.0732 +2024-03-11 06:40:11,502 - mmdet - INFO - Epoch [14][4500/7330] lr: 4.612e-06, eta: 3 days, 0:42:52, time: 1.636, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1743, s0.acc: 94.1392, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2344, s1.loss_cls: 0.0827, s1.acc: 94.3620, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1144, s2.loss_cls: 0.0406, s2.acc: 94.2729, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0541, loss: 1.1442 +2024-03-11 06:41:28,821 - mmdet - INFO - Epoch [14][4550/7330] lr: 4.612e-06, eta: 3 days, 0:41:28, time: 1.546, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1761, s0.acc: 93.9934, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2363, s1.loss_cls: 0.0831, s1.acc: 94.2375, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1161, s2.loss_cls: 0.0410, s2.acc: 94.0985, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0549, loss: 1.1429 +2024-03-11 06:42:50,242 - mmdet - INFO - Epoch [14][4600/7330] lr: 4.612e-06, eta: 3 days, 0:40:11, time: 1.628, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1648, s0.acc: 94.2512, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2346, s1.loss_cls: 0.0782, s1.acc: 94.4559, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1153, s2.loss_cls: 0.0386, s2.acc: 94.3479, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0540, loss: 1.1152 +2024-03-11 06:44:11,774 - mmdet - INFO - Epoch [14][4650/7330] lr: 4.612e-06, eta: 3 days, 0:38:54, time: 1.631, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1599, s0.acc: 94.5347, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2336, s1.loss_cls: 0.0748, s1.acc: 94.8473, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1156, s2.loss_cls: 0.0374, s2.acc: 94.5987, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0541, loss: 1.0851 +2024-03-11 06:45:29,907 - mmdet - INFO - Epoch [14][4700/7330] lr: 4.612e-06, eta: 3 days, 0:37:32, time: 1.563, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1564, s0.acc: 94.6145, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2312, s1.loss_cls: 0.0744, s1.acc: 94.7424, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1131, s2.loss_cls: 0.0368, s2.acc: 94.5873, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0533, loss: 1.0729 +2024-03-11 06:46:51,110 - mmdet - INFO - Epoch [14][4750/7330] lr: 4.612e-06, eta: 3 days, 0:36:15, time: 1.624, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1668, s0.acc: 94.2903, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2282, s1.loss_cls: 0.0790, s1.acc: 94.4139, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1123, s2.loss_cls: 0.0391, s2.acc: 94.3955, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0529, loss: 1.0997 +2024-03-11 06:48:12,658 - mmdet - INFO - Epoch [14][4800/7330] lr: 4.612e-06, eta: 3 days, 0:34:58, time: 1.631, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1674, s0.acc: 94.2056, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2386, s1.loss_cls: 0.0803, s1.acc: 94.3007, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1180, s2.loss_cls: 0.0400, s2.acc: 94.0990, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0556, loss: 1.1471 +2024-03-11 06:49:27,977 - mmdet - INFO - Epoch [14][4850/7330] lr: 4.612e-06, eta: 3 days, 0:33:31, time: 1.506, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1552, s0.acc: 94.6716, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2265, s1.loss_cls: 0.0735, s1.acc: 94.8567, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1105, s2.loss_cls: 0.0366, s2.acc: 94.7937, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0519, loss: 1.0626 +2024-03-11 06:50:51,479 - mmdet - INFO - Epoch [14][4900/7330] lr: 4.612e-06, eta: 3 days, 0:32:17, time: 1.670, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1633, s0.acc: 94.5242, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2277, s1.loss_cls: 0.0758, s1.acc: 94.7506, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1114, s2.loss_cls: 0.0373, s2.acc: 94.6935, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0520, loss: 1.0877 +2024-03-11 06:52:08,603 - mmdet - INFO - Epoch [14][4950/7330] lr: 4.612e-06, eta: 3 days, 0:30:53, time: 1.542, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1514, s0.acc: 94.8071, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2282, s1.loss_cls: 0.0718, s1.acc: 94.9462, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1118, s2.loss_cls: 0.0354, s2.acc: 94.8315, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0526, loss: 1.0568 +2024-03-11 06:53:28,561 - mmdet - INFO - Epoch [14][5000/7330] lr: 4.612e-06, eta: 3 days, 0:29:33, time: 1.599, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1581, s0.acc: 94.5098, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2358, s1.loss_cls: 0.0744, s1.acc: 94.7505, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1147, s2.loss_cls: 0.0370, s2.acc: 94.5859, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0541, loss: 1.0928 +2024-03-11 06:54:48,932 - mmdet - INFO - Epoch [14][5050/7330] lr: 4.612e-06, eta: 3 days, 0:28:15, time: 1.607, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1646, s0.acc: 94.3347, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2295, s1.loss_cls: 0.0794, s1.acc: 94.4215, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1131, s2.loss_cls: 0.0390, s2.acc: 94.3292, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0534, loss: 1.1086 +2024-03-11 06:56:10,232 - mmdet - INFO - Epoch [14][5100/7330] lr: 4.612e-06, eta: 3 days, 0:26:57, time: 1.626, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1689, s0.acc: 94.1204, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2343, s1.loss_cls: 0.0808, s1.acc: 94.2244, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1153, s2.loss_cls: 0.0404, s2.acc: 94.0641, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0541, loss: 1.1346 +2024-03-11 06:57:29,469 - mmdet - INFO - Epoch [14][5150/7330] lr: 4.612e-06, eta: 3 days, 0:25:37, time: 1.585, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1592, s0.acc: 94.4851, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2313, s1.loss_cls: 0.0757, s1.acc: 94.6709, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1124, s2.loss_cls: 0.0378, s2.acc: 94.4525, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0528, loss: 1.0965 +2024-03-11 06:58:46,522 - mmdet - INFO - Epoch [14][5200/7330] lr: 4.612e-06, eta: 3 days, 0:24:13, time: 1.541, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1617, s0.acc: 94.3730, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2393, s1.loss_cls: 0.0762, s1.acc: 94.5533, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1161, s2.loss_cls: 0.0378, s2.acc: 94.4396, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0545, loss: 1.1203 +2024-03-11 07:00:04,506 - mmdet - INFO - Epoch [14][5250/7330] lr: 4.612e-06, eta: 3 days, 0:22:50, time: 1.560, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1570, s0.acc: 94.5803, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2222, s1.loss_cls: 0.0741, s1.acc: 94.7645, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1098, s2.loss_cls: 0.0368, s2.acc: 94.7011, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0515, loss: 1.0688 +2024-03-11 07:01:24,897 - mmdet - INFO - Epoch [14][5300/7330] lr: 4.612e-06, eta: 3 days, 0:21:31, time: 1.608, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1643, s0.acc: 94.2617, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2362, s1.loss_cls: 0.0792, s1.acc: 94.2968, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1149, s2.loss_cls: 0.0389, s2.acc: 94.2499, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0538, loss: 1.1162 +2024-03-11 07:02:39,439 - mmdet - INFO - Epoch [14][5350/7330] lr: 4.612e-06, eta: 3 days, 0:20:03, time: 1.491, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1654, s0.acc: 94.5159, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2287, s1.loss_cls: 0.0771, s1.acc: 94.7078, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1124, s2.loss_cls: 0.0379, s2.acc: 94.5755, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0525, loss: 1.0888 +2024-03-11 07:04:01,021 - mmdet - INFO - Epoch [14][5400/7330] lr: 4.612e-06, eta: 3 days, 0:18:46, time: 1.632, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1479, s0.acc: 94.9038, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2293, s1.loss_cls: 0.0692, s1.acc: 95.1443, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1144, s2.loss_cls: 0.0339, s2.acc: 95.0570, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0536, loss: 1.0554 +2024-03-11 07:05:21,853 - mmdet - INFO - Epoch [14][5450/7330] lr: 4.612e-06, eta: 3 days, 0:17:28, time: 1.616, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1683, s0.acc: 94.1741, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2319, s1.loss_cls: 0.0809, s1.acc: 94.3070, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1141, s2.loss_cls: 0.0401, s2.acc: 94.1792, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0538, loss: 1.1198 +2024-03-11 07:06:44,121 - mmdet - INFO - Epoch [14][5500/7330] lr: 4.612e-06, eta: 3 days, 0:16:12, time: 1.645, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1620, s0.acc: 94.5007, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2317, s1.loss_cls: 0.0771, s1.acc: 94.5772, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1134, s2.loss_cls: 0.0382, s2.acc: 94.4867, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0533, loss: 1.0970 +2024-03-11 07:08:05,641 - mmdet - INFO - Epoch [14][5550/7330] lr: 4.612e-06, eta: 3 days, 0:14:56, time: 1.631, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1713, s0.acc: 94.0645, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2401, s1.loss_cls: 0.0813, s1.acc: 94.2272, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1166, s2.loss_cls: 0.0405, s2.acc: 94.0329, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0546, loss: 1.1504 +2024-03-11 07:09:25,907 - mmdet - INFO - Epoch [14][5600/7330] lr: 4.612e-06, eta: 3 days, 0:13:37, time: 1.605, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1735, s0.acc: 94.0649, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2418, s1.loss_cls: 0.0811, s1.acc: 94.3382, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1192, s2.loss_cls: 0.0397, s2.acc: 94.1058, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0563, loss: 1.1545 +2024-03-11 07:10:48,937 - mmdet - INFO - Epoch [14][5650/7330] lr: 4.612e-06, eta: 3 days, 0:12:22, time: 1.661, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1689, s0.acc: 94.1772, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2331, s1.loss_cls: 0.0800, s1.acc: 94.2921, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1136, s2.loss_cls: 0.0395, s2.acc: 94.2487, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0533, loss: 1.1261 +2024-03-11 07:12:07,208 - mmdet - INFO - Epoch [14][5700/7330] lr: 4.612e-06, eta: 3 days, 0:11:00, time: 1.565, data_time: 0.204, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1601, s0.acc: 94.6421, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2346, s1.loss_cls: 0.0748, s1.acc: 94.9266, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1147, s2.loss_cls: 0.0373, s2.acc: 94.6933, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0540, loss: 1.0911 +2024-03-11 07:13:25,489 - mmdet - INFO - Epoch [14][5750/7330] lr: 4.612e-06, eta: 3 days, 0:09:38, time: 1.566, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1548, s0.acc: 94.6809, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2259, s1.loss_cls: 0.0737, s1.acc: 94.8687, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1119, s2.loss_cls: 0.0368, s2.acc: 94.7280, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0526, loss: 1.0564 +2024-03-11 07:14:44,840 - mmdet - INFO - Epoch [14][5800/7330] lr: 4.612e-06, eta: 3 days, 0:08:17, time: 1.587, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1598, s0.acc: 94.3733, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2316, s1.loss_cls: 0.0751, s1.acc: 94.5776, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1151, s2.loss_cls: 0.0369, s2.acc: 94.5844, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0541, loss: 1.1063 +2024-03-11 07:16:09,242 - mmdet - INFO - Epoch [14][5850/7330] lr: 4.612e-06, eta: 3 days, 0:07:05, time: 1.688, data_time: 0.218, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1589, s0.acc: 94.4587, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2306, s1.loss_cls: 0.0748, s1.acc: 94.6294, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1127, s2.loss_cls: 0.0368, s2.acc: 94.5017, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0526, loss: 1.0872 +2024-03-11 07:17:27,924 - mmdet - INFO - Epoch [14][5900/7330] lr: 4.612e-06, eta: 3 days, 0:05:43, time: 1.574, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1552, s0.acc: 94.5676, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2307, s1.loss_cls: 0.0740, s1.acc: 94.7000, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1137, s2.loss_cls: 0.0371, s2.acc: 94.5539, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0532, loss: 1.0808 +2024-03-11 07:18:49,589 - mmdet - INFO - Epoch [14][5950/7330] lr: 4.612e-06, eta: 3 days, 0:04:27, time: 1.633, data_time: 0.206, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1718, s0.acc: 94.1311, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2326, s1.loss_cls: 0.0818, s1.acc: 94.2033, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1143, s2.loss_cls: 0.0403, s2.acc: 94.0854, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0536, loss: 1.1294 +2024-03-11 07:20:14,040 - mmdet - INFO - Epoch [14][6000/7330] lr: 4.612e-06, eta: 3 days, 0:03:15, time: 1.689, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1679, s0.acc: 94.2437, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2326, s1.loss_cls: 0.0802, s1.acc: 94.3311, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1145, s2.loss_cls: 0.0396, s2.acc: 94.2256, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0534, loss: 1.1269 +2024-03-11 07:21:31,887 - mmdet - INFO - Epoch [14][6050/7330] lr: 4.612e-06, eta: 3 days, 0:01:52, time: 1.557, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1658, s0.acc: 94.3523, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2307, s1.loss_cls: 0.0787, s1.acc: 94.4586, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1128, s2.loss_cls: 0.0392, s2.acc: 94.2473, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0531, loss: 1.1066 +2024-03-11 07:22:49,967 - mmdet - INFO - Epoch [14][6100/7330] lr: 4.612e-06, eta: 3 days, 0:00:29, time: 1.562, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1681, s0.acc: 94.3025, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2311, s1.loss_cls: 0.0806, s1.acc: 94.3785, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1138, s2.loss_cls: 0.0402, s2.acc: 94.2718, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0536, loss: 1.1037 +2024-03-11 07:24:09,611 - mmdet - INFO - Epoch [14][6150/7330] lr: 4.612e-06, eta: 2 days, 23:59:09, time: 1.593, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1689, s0.acc: 94.2976, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2332, s1.loss_cls: 0.0805, s1.acc: 94.4156, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1142, s2.loss_cls: 0.0398, s2.acc: 94.2644, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0539, loss: 1.1229 +2024-03-11 07:25:30,583 - mmdet - INFO - Epoch [14][6200/7330] lr: 4.612e-06, eta: 2 days, 23:57:51, time: 1.619, data_time: 0.124, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1634, s0.acc: 94.4543, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2364, s1.loss_cls: 0.0779, s1.acc: 94.6126, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1166, s2.loss_cls: 0.0386, s2.acc: 94.4608, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0547, loss: 1.1122 +2024-03-11 07:26:50,825 - mmdet - INFO - Epoch [14][6250/7330] lr: 4.612e-06, eta: 2 days, 23:56:32, time: 1.605, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1639, s0.acc: 94.3777, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2374, s1.loss_cls: 0.0780, s1.acc: 94.5174, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1151, s2.loss_cls: 0.0386, s2.acc: 94.4641, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0539, loss: 1.1164 +2024-03-11 07:28:13,835 - mmdet - INFO - Epoch [14][6300/7330] lr: 4.612e-06, eta: 2 days, 23:55:18, time: 1.660, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1620, s0.acc: 94.3870, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2403, s1.loss_cls: 0.0758, s1.acc: 94.6257, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1184, s2.loss_cls: 0.0382, s2.acc: 94.4260, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0552, loss: 1.1233 +2024-03-11 07:29:31,757 - mmdet - INFO - Epoch [14][6350/7330] lr: 4.612e-06, eta: 2 days, 23:53:55, time: 1.558, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1565, s0.acc: 94.6724, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2324, s1.loss_cls: 0.0735, s1.acc: 94.9050, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1140, s2.loss_cls: 0.0363, s2.acc: 94.7246, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0530, loss: 1.0768 +2024-03-11 07:30:52,116 - mmdet - INFO - Epoch [14][6400/7330] lr: 4.612e-06, eta: 2 days, 23:52:36, time: 1.607, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1673, s0.acc: 94.1887, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2345, s1.loss_cls: 0.0802, s1.acc: 94.2700, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1144, s2.loss_cls: 0.0400, s2.acc: 94.1091, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0535, loss: 1.1261 +2024-03-11 07:32:12,578 - mmdet - INFO - Epoch [14][6450/7330] lr: 4.612e-06, eta: 2 days, 23:51:18, time: 1.609, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1648, s0.acc: 94.2183, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2303, s1.loss_cls: 0.0796, s1.acc: 94.2662, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1136, s2.loss_cls: 0.0395, s2.acc: 94.1141, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0535, loss: 1.1225 +2024-03-11 07:33:31,010 - mmdet - INFO - Epoch [14][6500/7330] lr: 4.612e-06, eta: 2 days, 23:49:56, time: 1.569, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1607, s0.acc: 94.5151, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2333, s1.loss_cls: 0.0764, s1.acc: 94.6154, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1148, s2.loss_cls: 0.0377, s2.acc: 94.5169, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0536, loss: 1.0979 +2024-03-11 07:34:50,500 - mmdet - INFO - Epoch [14][6550/7330] lr: 4.612e-06, eta: 2 days, 23:48:35, time: 1.590, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1584, s0.acc: 94.4536, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2322, s1.loss_cls: 0.0758, s1.acc: 94.5364, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1143, s2.loss_cls: 0.0377, s2.acc: 94.3998, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0537, loss: 1.0924 +2024-03-11 07:36:11,457 - mmdet - INFO - Epoch [14][6600/7330] lr: 4.612e-06, eta: 2 days, 23:47:18, time: 1.619, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1584, s0.acc: 94.5803, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2298, s1.loss_cls: 0.0767, s1.acc: 94.5937, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1115, s2.loss_cls: 0.0377, s2.acc: 94.5035, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0522, loss: 1.0806 +2024-03-11 07:37:29,433 - mmdet - INFO - Epoch [14][6650/7330] lr: 4.612e-06, eta: 2 days, 23:45:55, time: 1.559, data_time: 0.121, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1699, s0.acc: 94.2126, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2378, s1.loss_cls: 0.0811, s1.acc: 94.3868, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1157, s2.loss_cls: 0.0398, s2.acc: 94.3730, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0544, loss: 1.1228 +2024-03-11 07:38:46,349 - mmdet - INFO - Epoch [14][6700/7330] lr: 4.612e-06, eta: 2 days, 23:44:31, time: 1.538, data_time: 0.207, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1585, s0.acc: 94.5015, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2380, s1.loss_cls: 0.0759, s1.acc: 94.5608, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1157, s2.loss_cls: 0.0380, s2.acc: 94.3757, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0542, loss: 1.1013 +2024-03-11 07:40:06,296 - mmdet - INFO - Epoch [14][6750/7330] lr: 4.612e-06, eta: 2 days, 23:43:11, time: 1.599, data_time: 0.223, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1624, s0.acc: 94.3982, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2355, s1.loss_cls: 0.0765, s1.acc: 94.5097, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1140, s2.loss_cls: 0.0372, s2.acc: 94.4888, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0533, loss: 1.1020 +2024-03-11 07:41:27,415 - mmdet - INFO - Epoch [14][6800/7330] lr: 4.612e-06, eta: 2 days, 23:41:54, time: 1.622, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1617, s0.acc: 94.4592, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2294, s1.loss_cls: 0.0760, s1.acc: 94.6474, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1129, s2.loss_cls: 0.0371, s2.acc: 94.6637, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0530, loss: 1.0804 +2024-03-11 07:42:47,208 - mmdet - INFO - Epoch [14][6850/7330] lr: 4.612e-06, eta: 2 days, 23:40:34, time: 1.596, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1605, s0.acc: 94.5815, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2347, s1.loss_cls: 0.0771, s1.acc: 94.6837, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1149, s2.loss_cls: 0.0379, s2.acc: 94.5488, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0540, loss: 1.0828 +2024-03-11 07:44:06,444 - mmdet - INFO - Epoch [14][6900/7330] lr: 4.612e-06, eta: 2 days, 23:39:13, time: 1.585, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1487, s0.acc: 94.9377, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2260, s1.loss_cls: 0.0703, s1.acc: 95.1084, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1113, s2.loss_cls: 0.0348, s2.acc: 94.9671, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0524, loss: 1.0300 +2024-03-11 07:45:26,820 - mmdet - INFO - Epoch [14][6950/7330] lr: 4.612e-06, eta: 2 days, 23:37:54, time: 1.608, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1565, s0.acc: 94.5342, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2330, s1.loss_cls: 0.0746, s1.acc: 94.6921, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1137, s2.loss_cls: 0.0369, s2.acc: 94.5251, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0535, loss: 1.0811 +2024-03-11 07:46:46,895 - mmdet - INFO - Epoch [14][7000/7330] lr: 4.612e-06, eta: 2 days, 23:36:35, time: 1.601, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1569, s0.acc: 94.6506, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2352, s1.loss_cls: 0.0745, s1.acc: 94.8154, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1132, s2.loss_cls: 0.0368, s2.acc: 94.7518, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0529, loss: 1.0767 +2024-03-11 07:48:06,510 - mmdet - INFO - Epoch [14][7050/7330] lr: 4.612e-06, eta: 2 days, 23:35:15, time: 1.592, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1458, s0.acc: 94.9785, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2276, s1.loss_cls: 0.0691, s1.acc: 95.0970, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1121, s2.loss_cls: 0.0343, s2.acc: 94.8880, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0528, loss: 1.0419 +2024-03-11 07:49:29,107 - mmdet - INFO - Epoch [14][7100/7330] lr: 4.612e-06, eta: 2 days, 23:34:00, time: 1.652, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1655, s0.acc: 94.3579, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2342, s1.loss_cls: 0.0780, s1.acc: 94.5162, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1161, s2.loss_cls: 0.0388, s2.acc: 94.3712, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0549, loss: 1.1133 +2024-03-11 07:50:47,251 - mmdet - INFO - Epoch [14][7150/7330] lr: 4.612e-06, eta: 2 days, 23:32:37, time: 1.563, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1607, s0.acc: 94.5522, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2294, s1.loss_cls: 0.0771, s1.acc: 94.6199, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1128, s2.loss_cls: 0.0376, s2.acc: 94.5705, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0532, loss: 1.0749 +2024-03-11 07:52:01,759 - mmdet - INFO - Epoch [14][7200/7330] lr: 4.612e-06, eta: 2 days, 23:31:09, time: 1.490, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1660, s0.acc: 94.3091, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2322, s1.loss_cls: 0.0793, s1.acc: 94.4528, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1130, s2.loss_cls: 0.0389, s2.acc: 94.4397, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0532, loss: 1.1067 +2024-03-11 07:53:23,496 - mmdet - INFO - Epoch [14][7250/7330] lr: 4.612e-06, eta: 2 days, 23:29:53, time: 1.635, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1614, s0.acc: 94.3987, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2321, s1.loss_cls: 0.0765, s1.acc: 94.5311, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1142, s2.loss_cls: 0.0383, s2.acc: 94.2917, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0535, loss: 1.0978 +2024-03-11 07:54:44,571 - mmdet - INFO - Epoch [14][7300/7330] lr: 4.612e-06, eta: 2 days, 23:28:35, time: 1.622, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1682, s0.acc: 94.1848, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2355, s1.loss_cls: 0.0787, s1.acc: 94.3956, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1155, s2.loss_cls: 0.0386, s2.acc: 94.2376, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0540, loss: 1.1249 +2024-03-11 07:55:26,179 - mmdet - INFO - Saving checkpoint at 14 epochs +2024-03-11 08:02:26,442 - mmdet - INFO - Evaluating bbox... +2024-03-11 08:03:02,250 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.483 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.670 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.525 + 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 ] = 0.527 + 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 ] = 0.625 + 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 ] = 0.455 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.665 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.763 + +2024-03-11 08:03:02,251 - mmdet - INFO - Evaluating segm... +2024-03-11 08:03:43,566 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.423 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.649 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.458 + 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 ] = 0.462 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.597 + 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 ] = 0.592 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.701 + +2024-03-11 08:03:44,202 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-11 08:03:44,204 - mmdet - INFO - Epoch(val) [14][1250] bbox_mAP: 0.4830, bbox_mAP_50: 0.6700, bbox_mAP_75: 0.5250, bbox_mAP_s: 0.3200, bbox_mAP_m: 0.5270, bbox_mAP_l: 0.6220, bbox_mAP_copypaste: 0.483 0.670 0.525 0.320 0.527 0.622, segm_mAP: 0.4230, segm_mAP_50: 0.6490, segm_mAP_75: 0.4580, segm_mAP_s: 0.2250, segm_mAP_m: 0.4620, segm_mAP_l: 0.5970, segm_mAP_copypaste: 0.423 0.649 0.458 0.225 0.462 0.597 +2024-03-11 08:05:10,937 - mmdet - INFO - Epoch [15][50/7330] lr: 4.612e-06, eta: 2 days, 23:25:23, time: 1.733, data_time: 0.239, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1491, s0.acc: 94.7241, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2308, s1.loss_cls: 0.0704, s1.acc: 94.8592, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1129, s2.loss_cls: 0.0345, s2.acc: 94.8423, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0529, loss: 1.0748 +2024-03-11 08:06:29,141 - mmdet - INFO - Epoch [15][100/7330] lr: 4.612e-06, eta: 2 days, 23:24:01, time: 1.564, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1481, s0.acc: 94.8372, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2263, s1.loss_cls: 0.0696, s1.acc: 95.0102, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1111, s2.loss_cls: 0.0349, s2.acc: 94.8574, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0520, loss: 1.0393 +2024-03-11 08:07:51,388 - mmdet - INFO - Epoch [15][150/7330] lr: 4.612e-06, eta: 2 days, 23:22:45, time: 1.645, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1579, s0.acc: 94.5261, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2322, s1.loss_cls: 0.0749, s1.acc: 94.6595, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1121, s2.loss_cls: 0.0371, s2.acc: 94.5531, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0523, loss: 1.0728 +2024-03-11 08:09:06,888 - mmdet - INFO - Epoch [15][200/7330] lr: 4.612e-06, eta: 2 days, 23:21:19, time: 1.510, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1534, s0.acc: 94.7024, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2332, s1.loss_cls: 0.0728, s1.acc: 94.8071, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1144, s2.loss_cls: 0.0357, s2.acc: 94.6615, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0534, loss: 1.0781 +2024-03-11 08:10:28,004 - mmdet - INFO - Epoch [15][250/7330] lr: 4.612e-06, eta: 2 days, 23:20:01, time: 1.622, data_time: 0.223, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1619, s0.acc: 94.3298, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2343, s1.loss_cls: 0.0763, s1.acc: 94.5106, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1153, s2.loss_cls: 0.0375, s2.acc: 94.5252, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0537, loss: 1.1073 +2024-03-11 08:11:45,393 - mmdet - INFO - Epoch [15][300/7330] lr: 4.612e-06, eta: 2 days, 23:18:38, time: 1.548, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1558, s0.acc: 94.5305, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2337, s1.loss_cls: 0.0754, s1.acc: 94.6377, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1144, s2.loss_cls: 0.0375, s2.acc: 94.3638, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0533, loss: 1.0917 +2024-03-11 08:13:06,772 - mmdet - INFO - Epoch [15][350/7330] lr: 4.612e-06, eta: 2 days, 23:17:20, time: 1.628, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1618, s0.acc: 94.5525, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2267, s1.loss_cls: 0.0749, s1.acc: 94.8018, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1110, s2.loss_cls: 0.0370, s2.acc: 94.7144, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0524, loss: 1.0783 +2024-03-11 08:14:25,532 - mmdet - INFO - Epoch [15][400/7330] lr: 4.612e-06, eta: 2 days, 23:15:59, time: 1.575, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1526, s0.acc: 94.6960, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2236, s1.loss_cls: 0.0732, s1.acc: 94.8391, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1116, s2.loss_cls: 0.0361, s2.acc: 94.7629, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0526, loss: 1.0469 +2024-03-11 08:15:45,795 - mmdet - INFO - Epoch [15][450/7330] lr: 4.612e-06, eta: 2 days, 23:14:40, time: 1.605, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1626, s0.acc: 94.2908, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2309, s1.loss_cls: 0.0773, s1.acc: 94.5415, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1143, s2.loss_cls: 0.0385, s2.acc: 94.3975, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0534, loss: 1.1065 +2024-03-11 08:17:07,548 - mmdet - INFO - Epoch [15][500/7330] lr: 4.612e-06, eta: 2 days, 23:13:24, time: 1.635, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1705, s0.acc: 94.1594, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2350, s1.loss_cls: 0.0811, s1.acc: 94.2607, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1156, s2.loss_cls: 0.0402, s2.acc: 94.1200, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0539, loss: 1.1383 +2024-03-11 08:18:27,374 - mmdet - INFO - Epoch [15][550/7330] lr: 4.612e-06, eta: 2 days, 23:12:04, time: 1.597, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1611, s0.acc: 94.4182, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2326, s1.loss_cls: 0.0759, s1.acc: 94.5871, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1130, s2.loss_cls: 0.0379, s2.acc: 94.4875, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0525, loss: 1.1028 +2024-03-11 08:19:48,463 - mmdet - INFO - Epoch [15][600/7330] lr: 4.612e-06, eta: 2 days, 23:10:46, time: 1.622, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1537, s0.acc: 94.6475, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2315, s1.loss_cls: 0.0725, s1.acc: 94.8735, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1128, s2.loss_cls: 0.0357, s2.acc: 94.8156, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0532, loss: 1.0700 +2024-03-11 08:21:05,071 - mmdet - INFO - Epoch [15][650/7330] lr: 4.612e-06, eta: 2 days, 23:09:22, time: 1.532, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1576, s0.acc: 94.5647, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2319, s1.loss_cls: 0.0742, s1.acc: 94.7620, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1145, s2.loss_cls: 0.0370, s2.acc: 94.5972, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0540, loss: 1.0805 +2024-03-11 08:22:25,660 - mmdet - INFO - Epoch [15][700/7330] lr: 4.612e-06, eta: 2 days, 23:08:03, time: 1.612, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1598, s0.acc: 94.5227, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2318, s1.loss_cls: 0.0755, s1.acc: 94.7072, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1127, s2.loss_cls: 0.0379, s2.acc: 94.5303, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0531, loss: 1.0885 +2024-03-11 08:23:45,397 - mmdet - INFO - Epoch [15][750/7330] lr: 4.612e-06, eta: 2 days, 23:06:43, time: 1.595, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1641, s0.acc: 94.3196, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2258, s1.loss_cls: 0.0781, s1.acc: 94.4148, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1123, s2.loss_cls: 0.0386, s2.acc: 94.3259, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0530, loss: 1.1022 +2024-03-11 08:25:05,328 - mmdet - INFO - Epoch [15][800/7330] lr: 4.612e-06, eta: 2 days, 23:05:24, time: 1.599, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1705, s0.acc: 94.2231, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2271, s1.loss_cls: 0.0816, s1.acc: 94.3170, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1117, s2.loss_cls: 0.0405, s2.acc: 94.2475, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0526, loss: 1.1171 +2024-03-11 08:26:25,304 - mmdet - INFO - Epoch [15][850/7330] lr: 4.612e-06, eta: 2 days, 23:04:05, time: 1.600, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1544, s0.acc: 94.5955, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2225, s1.loss_cls: 0.0733, s1.acc: 94.7304, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1102, s2.loss_cls: 0.0364, s2.acc: 94.6134, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0519, loss: 1.0642 +2024-03-11 08:27:44,259 - mmdet - INFO - Epoch [15][900/7330] lr: 4.612e-06, eta: 2 days, 23:02:44, time: 1.579, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1631, s0.acc: 94.4377, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2257, s1.loss_cls: 0.0767, s1.acc: 94.6022, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1101, s2.loss_cls: 0.0385, s2.acc: 94.4421, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0520, loss: 1.0815 +2024-03-11 08:29:07,842 - mmdet - INFO - Epoch [15][950/7330] lr: 4.612e-06, eta: 2 days, 23:01:30, time: 1.672, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1610, s0.acc: 94.4565, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2341, s1.loss_cls: 0.0771, s1.acc: 94.6237, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1146, s2.loss_cls: 0.0383, s2.acc: 94.4389, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0538, loss: 1.1032 +2024-03-11 08:30:30,746 - mmdet - INFO - Epoch [15][1000/7330] lr: 4.612e-06, eta: 2 days, 23:00:15, time: 1.658, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1634, s0.acc: 94.3374, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2318, s1.loss_cls: 0.0791, s1.acc: 94.2890, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1127, s2.loss_cls: 0.0395, s2.acc: 94.1292, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0529, loss: 1.1020 +2024-03-11 08:31:54,952 - mmdet - INFO - Epoch [15][1050/7330] lr: 4.612e-06, eta: 2 days, 22:59:02, time: 1.684, data_time: 0.232, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1705, s0.acc: 94.2546, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2328, s1.loss_cls: 0.0809, s1.acc: 94.3753, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1149, s2.loss_cls: 0.0401, s2.acc: 94.2100, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0539, loss: 1.1360 +2024-03-11 08:33:14,478 - mmdet - INFO - Epoch [15][1100/7330] lr: 4.612e-06, eta: 2 days, 22:57:42, time: 1.591, data_time: 0.121, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1622, s0.acc: 94.4224, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2313, s1.loss_cls: 0.0764, s1.acc: 94.6051, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1137, s2.loss_cls: 0.0375, s2.acc: 94.5186, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0535, loss: 1.0991 +2024-03-11 08:34:37,818 - mmdet - INFO - Epoch [15][1150/7330] lr: 4.612e-06, eta: 2 days, 22:56:28, time: 1.667, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1482, s0.acc: 94.8010, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2253, s1.loss_cls: 0.0709, s1.acc: 94.8612, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1111, s2.loss_cls: 0.0356, s2.acc: 94.6918, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0526, loss: 1.0460 +2024-03-11 08:35:59,160 - mmdet - INFO - Epoch [15][1200/7330] lr: 4.612e-06, eta: 2 days, 22:55:10, time: 1.627, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1622, s0.acc: 94.4543, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2300, s1.loss_cls: 0.0766, s1.acc: 94.6128, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1139, s2.loss_cls: 0.0373, s2.acc: 94.5412, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0537, loss: 1.0936 +2024-03-11 08:37:21,414 - mmdet - INFO - Epoch [15][1250/7330] lr: 4.612e-06, eta: 2 days, 22:53:55, time: 1.645, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1713, s0.acc: 94.0710, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2401, s1.loss_cls: 0.0824, s1.acc: 94.1996, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1166, s2.loss_cls: 0.0405, s2.acc: 94.1342, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0547, loss: 1.1456 +2024-03-11 08:38:43,759 - mmdet - INFO - Epoch [15][1300/7330] lr: 4.612e-06, eta: 2 days, 22:52:39, time: 1.647, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1532, s0.acc: 94.7090, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2334, s1.loss_cls: 0.0728, s1.acc: 94.8850, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1144, s2.loss_cls: 0.0355, s2.acc: 94.8982, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0538, loss: 1.0744 +2024-03-11 08:40:03,584 - mmdet - INFO - Epoch [15][1350/7330] lr: 4.612e-06, eta: 2 days, 22:51:19, time: 1.596, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1604, s0.acc: 94.4424, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2329, s1.loss_cls: 0.0755, s1.acc: 94.6236, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1147, s2.loss_cls: 0.0369, s2.acc: 94.5940, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0542, loss: 1.1074 +2024-03-11 08:41:25,407 - mmdet - INFO - Epoch [15][1400/7330] lr: 4.612e-06, eta: 2 days, 22:50:03, time: 1.636, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1671, s0.acc: 94.1294, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2356, s1.loss_cls: 0.0798, s1.acc: 94.2450, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1150, s2.loss_cls: 0.0397, s2.acc: 94.0127, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0539, loss: 1.1366 +2024-03-11 08:42:45,840 - mmdet - INFO - Epoch [15][1450/7330] lr: 4.612e-06, eta: 2 days, 22:48:44, time: 1.609, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1615, s0.acc: 94.5173, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2279, s1.loss_cls: 0.0764, s1.acc: 94.6183, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1130, s2.loss_cls: 0.0386, s2.acc: 94.4377, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0535, loss: 1.0892 +2024-03-11 08:44:08,198 - mmdet - INFO - Epoch [15][1500/7330] lr: 4.612e-06, eta: 2 days, 22:47:28, time: 1.647, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1575, s0.acc: 94.6052, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2229, s1.loss_cls: 0.0753, s1.acc: 94.6956, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1098, s2.loss_cls: 0.0369, s2.acc: 94.6272, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0517, loss: 1.0654 +2024-03-11 08:45:31,522 - mmdet - INFO - Epoch [15][1550/7330] lr: 4.612e-06, eta: 2 days, 22:46:14, time: 1.666, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1583, s0.acc: 94.5361, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2302, s1.loss_cls: 0.0755, s1.acc: 94.6190, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1130, s2.loss_cls: 0.0378, s2.acc: 94.5125, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0531, loss: 1.0941 +2024-03-11 08:46:53,740 - mmdet - INFO - Epoch [15][1600/7330] lr: 4.612e-06, eta: 2 days, 22:44:58, time: 1.644, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1562, s0.acc: 94.5842, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2294, s1.loss_cls: 0.0745, s1.acc: 94.6647, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1124, s2.loss_cls: 0.0367, s2.acc: 94.5763, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0527, loss: 1.0886 +2024-03-11 08:48:14,009 - mmdet - INFO - Epoch [15][1650/7330] lr: 4.612e-06, eta: 2 days, 22:43:39, time: 1.605, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1502, s0.acc: 94.8462, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2270, s1.loss_cls: 0.0708, s1.acc: 95.1276, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1117, s2.loss_cls: 0.0348, s2.acc: 94.9429, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0526, loss: 1.0474 +2024-03-11 08:49:35,593 - mmdet - INFO - Epoch [15][1700/7330] lr: 4.612e-06, eta: 2 days, 22:42:22, time: 1.632, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1680, s0.acc: 94.0459, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2389, s1.loss_cls: 0.0794, s1.acc: 94.2463, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1173, s2.loss_cls: 0.0393, s2.acc: 94.1446, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0551, loss: 1.1424 +2024-03-11 08:50:55,264 - mmdet - INFO - Epoch [15][1750/7330] lr: 4.612e-06, eta: 2 days, 22:41:02, time: 1.593, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1528, s0.acc: 94.6279, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2319, s1.loss_cls: 0.0732, s1.acc: 94.7776, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1141, s2.loss_cls: 0.0359, s2.acc: 94.7392, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0538, loss: 1.0796 +2024-03-11 08:52:17,310 - mmdet - INFO - Epoch [15][1800/7330] lr: 4.612e-06, eta: 2 days, 22:39:46, time: 1.641, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1763, s0.acc: 93.9473, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2356, s1.loss_cls: 0.0839, s1.acc: 94.0849, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1163, s2.loss_cls: 0.0419, s2.acc: 93.8928, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0545, loss: 1.1687 +2024-03-11 08:53:43,284 - mmdet - INFO - Epoch [15][1850/7330] lr: 4.612e-06, eta: 2 days, 22:38:35, time: 1.719, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1612, s0.acc: 94.4062, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2283, s1.loss_cls: 0.0768, s1.acc: 94.5253, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1120, s2.loss_cls: 0.0384, s2.acc: 94.4477, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0530, loss: 1.0923 +2024-03-11 08:55:01,183 - mmdet - INFO - Epoch [15][1900/7330] lr: 4.612e-06, eta: 2 days, 22:37:13, time: 1.558, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1580, s0.acc: 94.5610, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2339, s1.loss_cls: 0.0752, s1.acc: 94.6950, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1147, s2.loss_cls: 0.0374, s2.acc: 94.6003, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0533, loss: 1.0874 +2024-03-11 08:56:17,930 - mmdet - INFO - Epoch [15][1950/7330] lr: 4.612e-06, eta: 2 days, 22:35:48, time: 1.535, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1612, s0.acc: 94.4905, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2296, s1.loss_cls: 0.0767, s1.acc: 94.6346, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1124, s2.loss_cls: 0.0377, s2.acc: 94.5016, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0527, loss: 1.0894 +2024-03-11 08:57:32,185 - mmdet - INFO - Epoch [15][2000/7330] lr: 4.612e-06, eta: 2 days, 22:34:20, time: 1.485, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1483, s0.acc: 94.7988, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2266, s1.loss_cls: 0.0709, s1.acc: 94.9246, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1120, s2.loss_cls: 0.0356, s2.acc: 94.7287, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0531, loss: 1.0522 +2024-03-11 08:58:52,687 - mmdet - INFO - Epoch [15][2050/7330] lr: 4.612e-06, eta: 2 days, 22:33:01, time: 1.610, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1597, s0.acc: 94.4490, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2303, s1.loss_cls: 0.0766, s1.acc: 94.5289, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1132, s2.loss_cls: 0.0373, s2.acc: 94.5777, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0531, loss: 1.0899 +2024-03-11 09:00:16,544 - mmdet - INFO - Epoch [15][2100/7330] lr: 4.612e-06, eta: 2 days, 22:31:48, time: 1.677, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1648, s0.acc: 94.3931, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2347, s1.loss_cls: 0.0789, s1.acc: 94.5016, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1135, s2.loss_cls: 0.0386, s2.acc: 94.4449, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0529, loss: 1.1207 +2024-03-11 09:01:36,014 - mmdet - INFO - Epoch [15][2150/7330] lr: 4.612e-06, eta: 2 days, 22:30:28, time: 1.589, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1588, s0.acc: 94.5757, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2276, s1.loss_cls: 0.0765, s1.acc: 94.6807, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1115, s2.loss_cls: 0.0373, s2.acc: 94.5306, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0526, loss: 1.0721 +2024-03-11 09:02:53,839 - mmdet - INFO - Epoch [15][2200/7330] lr: 4.612e-06, eta: 2 days, 22:29:05, time: 1.556, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1492, s0.acc: 94.7810, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2270, s1.loss_cls: 0.0698, s1.acc: 95.0215, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1121, s2.loss_cls: 0.0354, s2.acc: 94.8908, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0531, loss: 1.0536 +2024-03-11 09:04:14,452 - mmdet - INFO - Epoch [15][2250/7330] lr: 4.612e-06, eta: 2 days, 22:27:47, time: 1.613, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1550, s0.acc: 94.7156, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2291, s1.loss_cls: 0.0744, s1.acc: 94.8276, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1126, s2.loss_cls: 0.0368, s2.acc: 94.7651, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0531, loss: 1.0675 +2024-03-11 09:05:35,576 - mmdet - INFO - Epoch [15][2300/7330] lr: 4.612e-06, eta: 2 days, 22:26:29, time: 1.622, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1583, s0.acc: 94.5845, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2333, s1.loss_cls: 0.0748, s1.acc: 94.7436, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1132, s2.loss_cls: 0.0374, s2.acc: 94.5499, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0533, loss: 1.0781 +2024-03-11 09:06:56,928 - mmdet - INFO - Epoch [15][2350/7330] lr: 4.612e-06, eta: 2 days, 22:25:12, time: 1.627, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1630, s0.acc: 94.3857, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2329, s1.loss_cls: 0.0766, s1.acc: 94.6962, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1143, s2.loss_cls: 0.0378, s2.acc: 94.5254, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0540, loss: 1.1038 +2024-03-11 09:08:18,459 - mmdet - INFO - Epoch [15][2400/7330] lr: 4.612e-06, eta: 2 days, 22:23:54, time: 1.631, data_time: 0.215, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1569, s0.acc: 94.5950, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2275, s1.loss_cls: 0.0738, s1.acc: 94.8530, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1125, s2.loss_cls: 0.0363, s2.acc: 94.7281, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0531, loss: 1.0717 +2024-03-11 09:09:38,818 - mmdet - INFO - Epoch [15][2450/7330] lr: 4.612e-06, eta: 2 days, 22:22:36, time: 1.607, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1591, s0.acc: 94.5798, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2348, s1.loss_cls: 0.0754, s1.acc: 94.6851, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1151, s2.loss_cls: 0.0374, s2.acc: 94.5611, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0539, loss: 1.0947 +2024-03-11 09:10:56,269 - mmdet - INFO - Epoch [15][2500/7330] lr: 4.612e-06, eta: 2 days, 22:21:12, time: 1.549, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1493, s0.acc: 94.8108, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2330, s1.loss_cls: 0.0716, s1.acc: 94.9415, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1146, s2.loss_cls: 0.0353, s2.acc: 94.8210, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0536, loss: 1.0731 +2024-03-11 09:12:17,491 - mmdet - INFO - Epoch [15][2550/7330] lr: 4.612e-06, eta: 2 days, 22:19:55, time: 1.624, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1550, s0.acc: 94.6741, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2314, s1.loss_cls: 0.0741, s1.acc: 94.7942, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1129, s2.loss_cls: 0.0371, s2.acc: 94.5643, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0531, loss: 1.0663 +2024-03-11 09:13:40,120 - mmdet - INFO - Epoch [15][2600/7330] lr: 4.612e-06, eta: 2 days, 22:18:39, time: 1.653, data_time: 0.111, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1671, s0.acc: 94.3853, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2311, s1.loss_cls: 0.0793, s1.acc: 94.5019, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1129, s2.loss_cls: 0.0392, s2.acc: 94.3194, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0532, loss: 1.0905 +2024-03-11 09:14:56,925 - mmdet - INFO - Epoch [15][2650/7330] lr: 4.612e-06, eta: 2 days, 22:17:15, time: 1.536, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1569, s0.acc: 94.6704, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2304, s1.loss_cls: 0.0752, s1.acc: 94.7938, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1126, s2.loss_cls: 0.0373, s2.acc: 94.6157, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0527, loss: 1.0741 +2024-03-11 09:16:13,526 - mmdet - INFO - Epoch [15][2700/7330] lr: 4.612e-06, eta: 2 days, 22:15:50, time: 1.532, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1598, s0.acc: 94.5769, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2277, s1.loss_cls: 0.0764, s1.acc: 94.6104, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1125, s2.loss_cls: 0.0380, s2.acc: 94.4904, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0531, loss: 1.0817 +2024-03-11 09:17:33,776 - mmdet - INFO - Epoch [15][2750/7330] lr: 4.612e-06, eta: 2 days, 22:14:31, time: 1.605, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1608, s0.acc: 94.4675, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2234, s1.loss_cls: 0.0770, s1.acc: 94.5580, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1087, s2.loss_cls: 0.0384, s2.acc: 94.4190, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0513, loss: 1.0689 +2024-03-11 09:18:55,495 - mmdet - INFO - Epoch [15][2800/7330] lr: 4.612e-06, eta: 2 days, 22:13:15, time: 1.634, data_time: 0.233, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1640, s0.acc: 94.4458, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2303, s1.loss_cls: 0.0777, s1.acc: 94.6692, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1121, s2.loss_cls: 0.0386, s2.acc: 94.4904, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0528, loss: 1.1001 +2024-03-11 09:20:20,785 - mmdet - INFO - Epoch [15][2850/7330] lr: 4.612e-06, eta: 2 days, 22:12:03, time: 1.706, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1545, s0.acc: 94.6450, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2333, s1.loss_cls: 0.0721, s1.acc: 94.8720, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1142, s2.loss_cls: 0.0359, s2.acc: 94.7443, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0538, loss: 1.0835 +2024-03-11 09:21:43,032 - mmdet - INFO - Epoch [15][2900/7330] lr: 4.612e-06, eta: 2 days, 22:10:47, time: 1.645, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1653, s0.acc: 94.3474, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2381, s1.loss_cls: 0.0794, s1.acc: 94.4974, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1171, s2.loss_cls: 0.0385, s2.acc: 94.4654, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0548, loss: 1.1291 +2024-03-11 09:23:07,247 - mmdet - INFO - Epoch [15][2950/7330] lr: 4.612e-06, eta: 2 days, 22:09:34, time: 1.684, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1680, s0.acc: 94.1423, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2325, s1.loss_cls: 0.0787, s1.acc: 94.4473, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1137, s2.loss_cls: 0.0389, s2.acc: 94.3138, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0535, loss: 1.1299 +2024-03-11 09:24:28,663 - mmdet - INFO - Epoch [15][3000/7330] lr: 4.612e-06, eta: 2 days, 22:08:17, time: 1.628, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1475, s0.acc: 94.8538, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2272, s1.loss_cls: 0.0695, s1.acc: 95.0891, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1111, s2.loss_cls: 0.0345, s2.acc: 94.8903, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0520, loss: 1.0373 +2024-03-11 09:25:45,462 - mmdet - INFO - Epoch [15][3050/7330] lr: 4.612e-06, eta: 2 days, 22:06:52, time: 1.536, data_time: 0.116, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1528, s0.acc: 94.6707, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2262, s1.loss_cls: 0.0724, s1.acc: 94.8220, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1109, s2.loss_cls: 0.0357, s2.acc: 94.7307, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0521, loss: 1.0581 +2024-03-11 09:27:02,515 - mmdet - INFO - Epoch [15][3100/7330] lr: 4.612e-06, eta: 2 days, 22:05:29, time: 1.541, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1581, s0.acc: 94.4197, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2276, s1.loss_cls: 0.0748, s1.acc: 94.6564, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1112, s2.loss_cls: 0.0375, s2.acc: 94.4538, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0524, loss: 1.0844 +2024-03-11 09:28:22,378 - mmdet - INFO - Epoch [15][3150/7330] lr: 4.612e-06, eta: 2 days, 22:04:09, time: 1.597, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1568, s0.acc: 94.5693, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2377, s1.loss_cls: 0.0746, s1.acc: 94.6981, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1161, s2.loss_cls: 0.0365, s2.acc: 94.7057, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0545, loss: 1.0864 +2024-03-11 09:29:39,819 - mmdet - INFO - Epoch [15][3200/7330] lr: 4.612e-06, eta: 2 days, 22:02:46, time: 1.549, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1630, s0.acc: 94.3750, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2236, s1.loss_cls: 0.0770, s1.acc: 94.5588, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1098, s2.loss_cls: 0.0371, s2.acc: 94.6604, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0515, loss: 1.0752 +2024-03-11 09:30:58,710 - mmdet - INFO - Epoch [15][3250/7330] lr: 4.612e-06, eta: 2 days, 22:01:25, time: 1.578, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1608, s0.acc: 94.4768, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2312, s1.loss_cls: 0.0767, s1.acc: 94.6253, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1120, s2.loss_cls: 0.0372, s2.acc: 94.6412, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0522, loss: 1.0840 +2024-03-11 09:32:16,688 - mmdet - INFO - Epoch [15][3300/7330] lr: 4.612e-06, eta: 2 days, 22:00:02, time: 1.560, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1676, s0.acc: 94.2458, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2272, s1.loss_cls: 0.0785, s1.acc: 94.5230, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1122, s2.loss_cls: 0.0392, s2.acc: 94.4060, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0526, loss: 1.1017 +2024-03-11 09:33:34,063 - mmdet - INFO - Epoch [15][3350/7330] lr: 4.612e-06, eta: 2 days, 21:58:39, time: 1.548, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1599, s0.acc: 94.5044, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2328, s1.loss_cls: 0.0756, s1.acc: 94.6455, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1147, s2.loss_cls: 0.0371, s2.acc: 94.6401, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0541, loss: 1.1056 +2024-03-11 09:34:50,611 - mmdet - INFO - Epoch [15][3400/7330] lr: 4.612e-06, eta: 2 days, 21:57:14, time: 1.531, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1622, s0.acc: 94.3086, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2394, s1.loss_cls: 0.0777, s1.acc: 94.4023, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1151, s2.loss_cls: 0.0390, s2.acc: 94.2571, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0537, loss: 1.1108 +2024-03-11 09:36:08,559 - mmdet - INFO - Epoch [15][3450/7330] lr: 4.612e-06, eta: 2 days, 21:55:52, time: 1.559, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1644, s0.acc: 94.3076, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2339, s1.loss_cls: 0.0785, s1.acc: 94.4213, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1135, s2.loss_cls: 0.0386, s2.acc: 94.2850, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0529, loss: 1.1055 +2024-03-11 09:37:29,061 - mmdet - INFO - Epoch [15][3500/7330] lr: 4.612e-06, eta: 2 days, 21:54:33, time: 1.610, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1553, s0.acc: 94.6116, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2243, s1.loss_cls: 0.0737, s1.acc: 94.7057, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1103, s2.loss_cls: 0.0365, s2.acc: 94.5864, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0517, loss: 1.0627 +2024-03-11 09:38:50,537 - mmdet - INFO - Epoch [15][3550/7330] lr: 4.612e-06, eta: 2 days, 21:53:16, time: 1.629, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1619, s0.acc: 94.4263, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2322, s1.loss_cls: 0.0768, s1.acc: 94.5508, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1143, s2.loss_cls: 0.0372, s2.acc: 94.5639, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0537, loss: 1.1016 +2024-03-11 09:40:09,431 - mmdet - INFO - Epoch [15][3600/7330] lr: 4.612e-06, eta: 2 days, 21:51:55, time: 1.578, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1580, s0.acc: 94.5737, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2271, s1.loss_cls: 0.0743, s1.acc: 94.8027, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1117, s2.loss_cls: 0.0366, s2.acc: 94.7412, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0525, loss: 1.0719 +2024-03-11 09:41:27,502 - mmdet - INFO - Epoch [15][3650/7330] lr: 4.612e-06, eta: 2 days, 21:50:33, time: 1.561, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1667, s0.acc: 94.2756, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2295, s1.loss_cls: 0.0795, s1.acc: 94.3643, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1131, s2.loss_cls: 0.0394, s2.acc: 94.2741, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0532, loss: 1.1063 +2024-03-11 09:42:47,282 - mmdet - INFO - Epoch [15][3700/7330] lr: 4.612e-06, eta: 2 days, 21:49:13, time: 1.596, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1652, s0.acc: 94.3213, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2275, s1.loss_cls: 0.0791, s1.acc: 94.5191, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1118, s2.loss_cls: 0.0389, s2.acc: 94.4238, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0528, loss: 1.0962 +2024-03-11 09:44:07,033 - mmdet - INFO - Epoch [15][3750/7330] lr: 4.612e-06, eta: 2 days, 21:47:53, time: 1.595, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1530, s0.acc: 94.8086, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2342, s1.loss_cls: 0.0733, s1.acc: 94.9588, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1146, s2.loss_cls: 0.0363, s2.acc: 94.8544, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0538, loss: 1.0720 +2024-03-11 09:45:29,666 - mmdet - INFO - Epoch [15][3800/7330] lr: 4.612e-06, eta: 2 days, 21:46:38, time: 1.653, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1541, s0.acc: 94.6448, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2293, s1.loss_cls: 0.0745, s1.acc: 94.6495, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1122, s2.loss_cls: 0.0369, s2.acc: 94.4986, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0528, loss: 1.0745 +2024-03-11 09:46:47,156 - mmdet - INFO - Epoch [15][3850/7330] lr: 4.612e-06, eta: 2 days, 21:45:14, time: 1.550, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1577, s0.acc: 94.4836, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2316, s1.loss_cls: 0.0749, s1.acc: 94.6393, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1129, s2.loss_cls: 0.0370, s2.acc: 94.5999, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0531, loss: 1.0950 +2024-03-11 09:48:04,637 - mmdet - INFO - Epoch [15][3900/7330] lr: 4.612e-06, eta: 2 days, 21:43:51, time: 1.550, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1609, s0.acc: 94.4578, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2338, s1.loss_cls: 0.0759, s1.acc: 94.6431, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1139, s2.loss_cls: 0.0374, s2.acc: 94.5508, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0535, loss: 1.1004 +2024-03-11 09:49:24,267 - mmdet - INFO - Epoch [15][3950/7330] lr: 4.612e-06, eta: 2 days, 21:42:31, time: 1.593, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1674, s0.acc: 94.2654, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2268, s1.loss_cls: 0.0779, s1.acc: 94.4919, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1114, s2.loss_cls: 0.0387, s2.acc: 94.3311, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0523, loss: 1.1173 +2024-03-11 09:50:44,204 - mmdet - INFO - Epoch [15][4000/7330] lr: 4.612e-06, eta: 2 days, 21:41:12, time: 1.599, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1585, s0.acc: 94.3821, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2237, s1.loss_cls: 0.0759, s1.acc: 94.4919, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1095, s2.loss_cls: 0.0374, s2.acc: 94.4055, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0517, loss: 1.0749 +2024-03-11 09:52:03,311 - mmdet - INFO - Epoch [15][4050/7330] lr: 4.612e-06, eta: 2 days, 21:39:51, time: 1.582, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1608, s0.acc: 94.4773, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2315, s1.loss_cls: 0.0766, s1.acc: 94.5592, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1142, s2.loss_cls: 0.0379, s2.acc: 94.4536, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0535, loss: 1.1032 +2024-03-11 09:53:20,255 - mmdet - INFO - Epoch [15][4100/7330] lr: 4.612e-06, eta: 2 days, 21:38:27, time: 1.539, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1583, s0.acc: 94.5183, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2330, s1.loss_cls: 0.0760, s1.acc: 94.5750, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1141, s2.loss_cls: 0.0383, s2.acc: 94.4248, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0535, loss: 1.0816 +2024-03-11 09:54:45,021 - mmdet - INFO - Epoch [15][4150/7330] lr: 4.612e-06, eta: 2 days, 21:37:15, time: 1.695, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1751, s0.acc: 94.0037, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2375, s1.loss_cls: 0.0841, s1.acc: 94.1894, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1163, s2.loss_cls: 0.0418, s2.acc: 93.9811, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0547, loss: 1.1648 +2024-03-11 09:56:00,984 - mmdet - INFO - Epoch [15][4200/7330] lr: 4.612e-06, eta: 2 days, 21:35:49, time: 1.519, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1582, s0.acc: 94.5532, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2216, s1.loss_cls: 0.0760, s1.acc: 94.6580, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1085, s2.loss_cls: 0.0377, s2.acc: 94.5580, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0508, loss: 1.0565 +2024-03-11 09:57:17,417 - mmdet - INFO - Epoch [15][4250/7330] lr: 4.612e-06, eta: 2 days, 21:34:25, time: 1.529, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1631, s0.acc: 94.3723, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2294, s1.loss_cls: 0.0775, s1.acc: 94.5544, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1127, s2.loss_cls: 0.0381, s2.acc: 94.5030, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0528, loss: 1.0920 +2024-03-11 09:58:40,815 - mmdet - INFO - Epoch [15][4300/7330] lr: 4.612e-06, eta: 2 days, 21:33:10, time: 1.668, data_time: 0.210, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1697, s0.acc: 94.0964, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2361, s1.loss_cls: 0.0797, s1.acc: 94.3326, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1163, s2.loss_cls: 0.0393, s2.acc: 94.1595, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0545, loss: 1.1425 +2024-03-11 09:59:59,300 - mmdet - INFO - Epoch [15][4350/7330] lr: 4.612e-06, eta: 2 days, 21:31:49, time: 1.570, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1574, s0.acc: 94.4958, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2259, s1.loss_cls: 0.0749, s1.acc: 94.6475, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1120, s2.loss_cls: 0.0376, s2.acc: 94.4951, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0529, loss: 1.0728 +2024-03-11 10:01:21,625 - mmdet - INFO - Epoch [15][4400/7330] lr: 4.612e-06, eta: 2 days, 21:30:33, time: 1.646, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1643, s0.acc: 94.3911, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2301, s1.loss_cls: 0.0778, s1.acc: 94.5876, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1138, s2.loss_cls: 0.0385, s2.acc: 94.4749, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0540, loss: 1.1078 +2024-03-11 10:02:36,971 - mmdet - INFO - Epoch [15][4450/7330] lr: 4.612e-06, eta: 2 days, 21:29:06, time: 1.507, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1626, s0.acc: 94.3972, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2366, s1.loss_cls: 0.0766, s1.acc: 94.5422, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1163, s2.loss_cls: 0.0379, s2.acc: 94.4922, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0544, loss: 1.1152 +2024-03-11 10:03:53,068 - mmdet - INFO - Epoch [15][4500/7330] lr: 4.612e-06, eta: 2 days, 21:27:41, time: 1.522, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1614, s0.acc: 94.4270, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2258, s1.loss_cls: 0.0762, s1.acc: 94.6084, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1105, s2.loss_cls: 0.0379, s2.acc: 94.4646, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0515, loss: 1.0796 +2024-03-11 10:05:16,057 - mmdet - INFO - Epoch [15][4550/7330] lr: 4.612e-06, eta: 2 days, 21:26:26, time: 1.660, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1705, s0.acc: 94.1982, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2332, s1.loss_cls: 0.0797, s1.acc: 94.3903, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1141, s2.loss_cls: 0.0396, s2.acc: 94.2704, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0537, loss: 1.1315 +2024-03-11 10:06:35,974 - mmdet - INFO - Epoch [15][4600/7330] lr: 4.612e-06, eta: 2 days, 21:25:07, time: 1.598, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1631, s0.acc: 94.4377, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2299, s1.loss_cls: 0.0767, s1.acc: 94.5838, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1141, s2.loss_cls: 0.0386, s2.acc: 94.4134, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0537, loss: 1.1014 +2024-03-11 10:07:56,655 - mmdet - INFO - Epoch [15][4650/7330] lr: 4.612e-06, eta: 2 days, 21:23:48, time: 1.614, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1634, s0.acc: 94.3145, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2322, s1.loss_cls: 0.0778, s1.acc: 94.3851, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1149, s2.loss_cls: 0.0384, s2.acc: 94.2742, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0540, loss: 1.1076 +2024-03-11 10:09:14,903 - mmdet - INFO - Epoch [15][4700/7330] lr: 4.612e-06, eta: 2 days, 21:22:26, time: 1.565, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1655, s0.acc: 94.3123, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2239, s1.loss_cls: 0.0777, s1.acc: 94.4863, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1116, s2.loss_cls: 0.0389, s2.acc: 94.3504, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0527, loss: 1.1115 +2024-03-11 10:10:33,798 - mmdet - INFO - Epoch [15][4750/7330] lr: 4.612e-06, eta: 2 days, 21:21:05, time: 1.578, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1611, s0.acc: 94.4983, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2238, s1.loss_cls: 0.0764, s1.acc: 94.6127, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1103, s2.loss_cls: 0.0379, s2.acc: 94.5461, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0519, loss: 1.0788 +2024-03-11 10:11:54,544 - mmdet - INFO - Epoch [15][4800/7330] lr: 4.612e-06, eta: 2 days, 21:19:47, time: 1.615, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1629, s0.acc: 94.3889, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2328, s1.loss_cls: 0.0769, s1.acc: 94.5665, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1145, s2.loss_cls: 0.0385, s2.acc: 94.3996, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0536, loss: 1.0984 +2024-03-11 10:13:11,573 - mmdet - INFO - Epoch [15][4850/7330] lr: 4.612e-06, eta: 2 days, 21:18:23, time: 1.541, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1671, s0.acc: 94.2190, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2339, s1.loss_cls: 0.0800, s1.acc: 94.2841, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1143, s2.loss_cls: 0.0393, s2.acc: 94.2408, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0535, loss: 1.1161 +2024-03-11 10:14:31,144 - mmdet - INFO - Epoch [15][4900/7330] lr: 4.612e-06, eta: 2 days, 21:17:03, time: 1.591, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1583, s0.acc: 94.6587, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2265, s1.loss_cls: 0.0756, s1.acc: 94.7437, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1117, s2.loss_cls: 0.0381, s2.acc: 94.5657, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0525, loss: 1.0664 +2024-03-11 10:15:51,952 - mmdet - INFO - Epoch [15][4950/7330] lr: 4.612e-06, eta: 2 days, 21:15:45, time: 1.616, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1660, s0.acc: 94.2324, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2321, s1.loss_cls: 0.0793, s1.acc: 94.2969, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1145, s2.loss_cls: 0.0393, s2.acc: 94.1955, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0536, loss: 1.1123 +2024-03-11 10:17:13,258 - mmdet - INFO - Epoch [15][5000/7330] lr: 4.612e-06, eta: 2 days, 21:14:27, time: 1.626, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1541, s0.acc: 94.6133, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2284, s1.loss_cls: 0.0731, s1.acc: 94.7361, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1126, s2.loss_cls: 0.0363, s2.acc: 94.6448, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0528, loss: 1.0717 +2024-03-11 10:18:33,907 - mmdet - INFO - Epoch [15][5050/7330] lr: 4.612e-06, eta: 2 days, 21:13:09, time: 1.613, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1627, s0.acc: 94.4233, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2317, s1.loss_cls: 0.0777, s1.acc: 94.5327, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1144, s2.loss_cls: 0.0386, s2.acc: 94.4614, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0540, loss: 1.1089 +2024-03-11 10:19:55,719 - mmdet - INFO - Epoch [15][5100/7330] lr: 4.612e-06, eta: 2 days, 21:11:52, time: 1.636, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1637, s0.acc: 94.3494, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2277, s1.loss_cls: 0.0781, s1.acc: 94.4791, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1120, s2.loss_cls: 0.0384, s2.acc: 94.4362, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0526, loss: 1.0913 +2024-03-11 10:21:15,580 - mmdet - INFO - Epoch [15][5150/7330] lr: 4.612e-06, eta: 2 days, 21:10:33, time: 1.597, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1729, s0.acc: 94.1609, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2290, s1.loss_cls: 0.0820, s1.acc: 94.3626, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1129, s2.loss_cls: 0.0405, s2.acc: 94.2162, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0530, loss: 1.1327 +2024-03-11 10:22:39,365 - mmdet - INFO - Epoch [15][5200/7330] lr: 4.612e-06, eta: 2 days, 21:09:19, time: 1.676, data_time: 0.214, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1607, s0.acc: 94.5344, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2218, s1.loss_cls: 0.0763, s1.acc: 94.6701, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1096, s2.loss_cls: 0.0382, s2.acc: 94.4354, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0519, loss: 1.0672 +2024-03-11 10:24:00,617 - mmdet - INFO - Epoch [15][5250/7330] lr: 4.612e-06, eta: 2 days, 21:08:01, time: 1.625, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1696, s0.acc: 94.2163, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2351, s1.loss_cls: 0.0814, s1.acc: 94.3066, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1155, s2.loss_cls: 0.0405, s2.acc: 94.1393, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0540, loss: 1.1414 +2024-03-11 10:25:23,035 - mmdet - INFO - Epoch [15][5300/7330] lr: 4.612e-06, eta: 2 days, 21:06:45, time: 1.648, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1703, s0.acc: 94.0933, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2362, s1.loss_cls: 0.0804, s1.acc: 94.2492, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1168, s2.loss_cls: 0.0399, s2.acc: 94.0997, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0548, loss: 1.1436 +2024-03-11 10:26:44,762 - mmdet - INFO - Epoch [15][5350/7330] lr: 4.612e-06, eta: 2 days, 21:05:28, time: 1.635, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1626, s0.acc: 94.3313, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2325, s1.loss_cls: 0.0778, s1.acc: 94.4744, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1145, s2.loss_cls: 0.0381, s2.acc: 94.3943, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0540, loss: 1.1164 +2024-03-11 10:28:05,908 - mmdet - INFO - Epoch [15][5400/7330] lr: 4.612e-06, eta: 2 days, 21:04:10, time: 1.623, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1568, s0.acc: 94.5571, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2324, s1.loss_cls: 0.0745, s1.acc: 94.6946, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1152, s2.loss_cls: 0.0370, s2.acc: 94.4770, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0543, loss: 1.0856 +2024-03-11 10:29:25,838 - mmdet - INFO - Epoch [15][5450/7330] lr: 4.612e-06, eta: 2 days, 21:02:51, time: 1.599, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1586, s0.acc: 94.5693, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2300, s1.loss_cls: 0.0751, s1.acc: 94.6745, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1125, s2.loss_cls: 0.0372, s2.acc: 94.5678, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0527, loss: 1.0826 +2024-03-11 10:30:44,222 - mmdet - INFO - Epoch [15][5500/7330] lr: 4.612e-06, eta: 2 days, 21:01:29, time: 1.568, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1531, s0.acc: 94.7290, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2286, s1.loss_cls: 0.0732, s1.acc: 94.8300, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1126, s2.loss_cls: 0.0369, s2.acc: 94.6066, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0524, loss: 1.0689 +2024-03-11 10:32:02,358 - mmdet - INFO - Epoch [15][5550/7330] lr: 4.612e-06, eta: 2 days, 21:00:07, time: 1.563, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1659, s0.acc: 94.2292, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2368, s1.loss_cls: 0.0788, s1.acc: 94.4067, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1150, s2.loss_cls: 0.0390, s2.acc: 94.2148, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0542, loss: 1.1289 +2024-03-11 10:33:22,612 - mmdet - INFO - Epoch [15][5600/7330] lr: 4.612e-06, eta: 2 days, 20:58:48, time: 1.605, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1661, s0.acc: 94.1748, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2339, s1.loss_cls: 0.0790, s1.acc: 94.3189, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1146, s2.loss_cls: 0.0395, s2.acc: 94.2619, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0538, loss: 1.1270 +2024-03-11 10:34:43,299 - mmdet - INFO - Epoch [15][5650/7330] lr: 4.612e-06, eta: 2 days, 20:57:30, time: 1.614, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1709, s0.acc: 94.1567, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2317, s1.loss_cls: 0.0803, s1.acc: 94.4508, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1132, s2.loss_cls: 0.0395, s2.acc: 94.3308, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0532, loss: 1.1227 +2024-03-11 10:36:04,713 - mmdet - INFO - Epoch [15][5700/7330] lr: 4.612e-06, eta: 2 days, 20:56:12, time: 1.628, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1629, s0.acc: 94.3831, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2288, s1.loss_cls: 0.0771, s1.acc: 94.5789, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1124, s2.loss_cls: 0.0387, s2.acc: 94.3806, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0530, loss: 1.0909 +2024-03-11 10:37:19,666 - mmdet - INFO - Epoch [15][5750/7330] lr: 4.612e-06, eta: 2 days, 20:54:45, time: 1.499, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1594, s0.acc: 94.3887, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2309, s1.loss_cls: 0.0756, s1.acc: 94.5947, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1134, s2.loss_cls: 0.0378, s2.acc: 94.4415, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0532, loss: 1.0895 +2024-03-11 10:38:40,942 - mmdet - INFO - Epoch [15][5800/7330] lr: 4.612e-06, eta: 2 days, 20:53:28, time: 1.626, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1610, s0.acc: 94.5286, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2263, s1.loss_cls: 0.0759, s1.acc: 94.7203, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1122, s2.loss_cls: 0.0373, s2.acc: 94.6276, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0530, loss: 1.0842 +2024-03-11 10:40:01,957 - mmdet - INFO - Epoch [15][5850/7330] lr: 4.612e-06, eta: 2 days, 20:52:10, time: 1.620, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1558, s0.acc: 94.6382, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2258, s1.loss_cls: 0.0745, s1.acc: 94.7331, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1112, s2.loss_cls: 0.0372, s2.acc: 94.5626, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0524, loss: 1.0739 +2024-03-11 10:41:25,146 - mmdet - INFO - Epoch [15][5900/7330] lr: 4.612e-06, eta: 2 days, 20:50:55, time: 1.664, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1686, s0.acc: 94.2117, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2335, s1.loss_cls: 0.0811, s1.acc: 94.2880, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1149, s2.loss_cls: 0.0403, s2.acc: 94.1811, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0536, loss: 1.1320 +2024-03-11 10:42:47,497 - mmdet - INFO - Epoch [15][5950/7330] lr: 4.612e-06, eta: 2 days, 20:49:39, time: 1.647, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1638, s0.acc: 94.3899, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2324, s1.loss_cls: 0.0770, s1.acc: 94.6206, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1137, s2.loss_cls: 0.0384, s2.acc: 94.4431, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0539, loss: 1.1096 +2024-03-11 10:44:03,536 - mmdet - INFO - Epoch [15][6000/7330] lr: 4.612e-06, eta: 2 days, 20:48:14, time: 1.521, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1625, s0.acc: 94.4055, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2330, s1.loss_cls: 0.0783, s1.acc: 94.4296, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1142, s2.loss_cls: 0.0388, s2.acc: 94.2827, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0541, loss: 1.1023 +2024-03-11 10:45:23,596 - mmdet - INFO - Epoch [15][6050/7330] lr: 4.612e-06, eta: 2 days, 20:46:54, time: 1.601, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1604, s0.acc: 94.4473, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2254, s1.loss_cls: 0.0755, s1.acc: 94.7046, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1112, s2.loss_cls: 0.0374, s2.acc: 94.5597, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0527, loss: 1.0827 +2024-03-11 10:46:43,299 - mmdet - INFO - Epoch [15][6100/7330] lr: 4.612e-06, eta: 2 days, 20:45:35, time: 1.594, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1628, s0.acc: 94.3198, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2323, s1.loss_cls: 0.0769, s1.acc: 94.4933, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1136, s2.loss_cls: 0.0384, s2.acc: 94.3403, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0533, loss: 1.1047 +2024-03-11 10:48:01,420 - mmdet - INFO - Epoch [15][6150/7330] lr: 4.612e-06, eta: 2 days, 20:44:12, time: 1.562, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1590, s0.acc: 94.4966, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2321, s1.loss_cls: 0.0752, s1.acc: 94.6419, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1142, s2.loss_cls: 0.0375, s2.acc: 94.5606, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0534, loss: 1.0871 +2024-03-11 10:49:22,242 - mmdet - INFO - Epoch [15][6200/7330] lr: 4.612e-06, eta: 2 days, 20:42:54, time: 1.616, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1591, s0.acc: 94.5457, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2333, s1.loss_cls: 0.0753, s1.acc: 94.5813, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1142, s2.loss_cls: 0.0373, s2.acc: 94.5484, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0539, loss: 1.0897 +2024-03-11 10:50:42,594 - mmdet - INFO - Epoch [15][6250/7330] lr: 4.612e-06, eta: 2 days, 20:41:35, time: 1.607, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1584, s0.acc: 94.6340, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2264, s1.loss_cls: 0.0750, s1.acc: 94.7741, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1110, s2.loss_cls: 0.0374, s2.acc: 94.5474, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0526, loss: 1.0780 +2024-03-11 10:52:03,339 - mmdet - INFO - Epoch [15][6300/7330] lr: 4.612e-06, eta: 2 days, 20:40:17, time: 1.615, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1608, s0.acc: 94.3787, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2270, s1.loss_cls: 0.0764, s1.acc: 94.4738, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1130, s2.loss_cls: 0.0379, s2.acc: 94.3403, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0527, loss: 1.0984 +2024-03-11 10:53:21,219 - mmdet - INFO - Epoch [15][6350/7330] lr: 4.612e-06, eta: 2 days, 20:38:54, time: 1.558, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1576, s0.acc: 94.5884, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2290, s1.loss_cls: 0.0750, s1.acc: 94.6851, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1124, s2.loss_cls: 0.0375, s2.acc: 94.5531, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0529, loss: 1.0768 +2024-03-11 10:54:48,344 - mmdet - INFO - Epoch [15][6400/7330] lr: 4.612e-06, eta: 2 days, 20:37:45, time: 1.742, data_time: 0.213, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1710, s0.acc: 94.1147, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2360, s1.loss_cls: 0.0818, s1.acc: 94.1953, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1155, s2.loss_cls: 0.0403, s2.acc: 94.1514, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0541, loss: 1.1377 +2024-03-11 10:56:09,682 - mmdet - INFO - Epoch [15][6450/7330] lr: 4.612e-06, eta: 2 days, 20:36:28, time: 1.627, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1654, s0.acc: 94.3296, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2394, s1.loss_cls: 0.0792, s1.acc: 94.4680, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1170, s2.loss_cls: 0.0389, s2.acc: 94.4249, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0545, loss: 1.1239 +2024-03-11 10:57:27,690 - mmdet - INFO - Epoch [15][6500/7330] lr: 4.612e-06, eta: 2 days, 20:35:05, time: 1.560, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1565, s0.acc: 94.4834, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2246, s1.loss_cls: 0.0752, s1.acc: 94.5938, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1096, s2.loss_cls: 0.0374, s2.acc: 94.4712, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0519, loss: 1.0751 +2024-03-11 10:58:48,693 - mmdet - INFO - Epoch [15][6550/7330] lr: 4.612e-06, eta: 2 days, 20:33:47, time: 1.620, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1513, s0.acc: 94.7715, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2248, s1.loss_cls: 0.0720, s1.acc: 94.8778, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1112, s2.loss_cls: 0.0357, s2.acc: 94.7196, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0522, loss: 1.0514 +2024-03-11 11:00:08,606 - mmdet - INFO - Epoch [15][6600/7330] lr: 4.612e-06, eta: 2 days, 20:32:28, time: 1.598, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1606, s0.acc: 94.4106, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2252, s1.loss_cls: 0.0779, s1.acc: 94.6202, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1115, s2.loss_cls: 0.0395, s2.acc: 94.3376, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0529, loss: 1.0905 +2024-03-11 11:01:25,719 - mmdet - INFO - Epoch [15][6650/7330] lr: 4.612e-06, eta: 2 days, 20:31:04, time: 1.542, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1651, s0.acc: 94.3823, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2329, s1.loss_cls: 0.0783, s1.acc: 94.4959, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1149, s2.loss_cls: 0.0388, s2.acc: 94.4201, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0543, loss: 1.1042 +2024-03-11 11:02:47,331 - mmdet - INFO - Epoch [15][6700/7330] lr: 4.612e-06, eta: 2 days, 20:29:47, time: 1.632, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1603, s0.acc: 94.4858, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2323, s1.loss_cls: 0.0769, s1.acc: 94.6323, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1146, s2.loss_cls: 0.0383, s2.acc: 94.4056, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0539, loss: 1.0963 +2024-03-11 11:04:05,389 - mmdet - INFO - Epoch [15][6750/7330] lr: 4.612e-06, eta: 2 days, 20:28:25, time: 1.561, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1637, s0.acc: 94.4314, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2287, s1.loss_cls: 0.0770, s1.acc: 94.6473, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1134, s2.loss_cls: 0.0381, s2.acc: 94.4473, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0535, loss: 1.1079 +2024-03-11 11:05:28,822 - mmdet - INFO - Epoch [15][6800/7330] lr: 4.612e-06, eta: 2 days, 20:27:10, time: 1.669, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1720, s0.acc: 94.2039, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2308, s1.loss_cls: 0.0816, s1.acc: 94.4484, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1145, s2.loss_cls: 0.0402, s2.acc: 94.3020, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0538, loss: 1.1290 +2024-03-11 11:06:49,365 - mmdet - INFO - Epoch [15][6850/7330] lr: 4.612e-06, eta: 2 days, 20:25:52, time: 1.611, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1609, s0.acc: 94.5317, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2298, s1.loss_cls: 0.0771, s1.acc: 94.6106, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1135, s2.loss_cls: 0.0384, s2.acc: 94.5440, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0535, loss: 1.0890 +2024-03-11 11:08:12,019 - mmdet - INFO - Epoch [15][6900/7330] lr: 4.612e-06, eta: 2 days, 20:24:36, time: 1.653, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1616, s0.acc: 94.3257, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2306, s1.loss_cls: 0.0766, s1.acc: 94.5134, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1147, s2.loss_cls: 0.0383, s2.acc: 94.3684, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0543, loss: 1.1156 +2024-03-11 11:09:32,364 - mmdet - INFO - Epoch [15][6950/7330] lr: 4.612e-06, eta: 2 days, 20:23:17, time: 1.607, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1627, s0.acc: 94.3430, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2324, s1.loss_cls: 0.0778, s1.acc: 94.5015, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1139, s2.loss_cls: 0.0384, s2.acc: 94.3804, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0538, loss: 1.1041 +2024-03-11 11:10:51,038 - mmdet - INFO - Epoch [15][7000/7330] lr: 4.612e-06, eta: 2 days, 20:21:56, time: 1.573, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1592, s0.acc: 94.5312, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2317, s1.loss_cls: 0.0767, s1.acc: 94.6431, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1136, s2.loss_cls: 0.0375, s2.acc: 94.6477, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0534, loss: 1.0826 +2024-03-11 11:12:09,450 - mmdet - INFO - Epoch [15][7050/7330] lr: 4.612e-06, eta: 2 days, 20:20:34, time: 1.568, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1669, s0.acc: 94.2908, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2298, s1.loss_cls: 0.0799, s1.acc: 94.3678, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1124, s2.loss_cls: 0.0393, s2.acc: 94.3450, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0527, loss: 1.1095 +2024-03-11 11:13:31,941 - mmdet - INFO - Epoch [15][7100/7330] lr: 4.612e-06, eta: 2 days, 20:19:18, time: 1.650, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1643, s0.acc: 94.3130, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2312, s1.loss_cls: 0.0787, s1.acc: 94.4209, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1142, s2.loss_cls: 0.0395, s2.acc: 94.2602, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0537, loss: 1.1016 +2024-03-11 11:14:53,020 - mmdet - INFO - Epoch [15][7150/7330] lr: 4.612e-06, eta: 2 days, 20:18:00, time: 1.622, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1633, s0.acc: 94.3638, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2363, s1.loss_cls: 0.0778, s1.acc: 94.4966, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1154, s2.loss_cls: 0.0390, s2.acc: 94.3027, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0536, loss: 1.1040 +2024-03-11 11:16:09,699 - mmdet - INFO - Epoch [15][7200/7330] lr: 4.612e-06, eta: 2 days, 20:16:36, time: 1.534, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1640, s0.acc: 94.4890, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2240, s1.loss_cls: 0.0794, s1.acc: 94.5039, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1113, s2.loss_cls: 0.0392, s2.acc: 94.4652, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0528, loss: 1.0822 +2024-03-11 11:17:27,862 - mmdet - INFO - Epoch [15][7250/7330] lr: 4.612e-06, eta: 2 days, 20:15:14, time: 1.563, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1688, s0.acc: 94.1941, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2335, s1.loss_cls: 0.0806, s1.acc: 94.2452, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1128, s2.loss_cls: 0.0396, s2.acc: 94.0750, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0528, loss: 1.1216 +2024-03-11 11:18:50,528 - mmdet - INFO - Epoch [15][7300/7330] lr: 4.612e-06, eta: 2 days, 20:13:58, time: 1.653, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1573, s0.acc: 94.6167, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2388, s1.loss_cls: 0.0742, s1.acc: 94.7697, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1161, s2.loss_cls: 0.0366, s2.acc: 94.5863, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0546, loss: 1.0911 +2024-03-11 11:19:29,423 - mmdet - INFO - Saving checkpoint at 15 epochs +2024-03-11 11:26:28,149 - mmdet - INFO - Evaluating bbox... +2024-03-11 11:27:03,616 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.483 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.669 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.524 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.311 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.527 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.621 + 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 ] = 0.439 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.667 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.769 + +2024-03-11 11:27:03,616 - mmdet - INFO - Evaluating segm... +2024-03-11 11:27:40,586 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.419 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.644 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.454 + 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 ] = 0.456 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.592 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.547 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.547 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.547 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.365 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.589 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.697 + +2024-03-11 11:27:41,202 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-11 11:27:41,204 - mmdet - INFO - Epoch(val) [15][1250] bbox_mAP: 0.4830, bbox_mAP_50: 0.6690, bbox_mAP_75: 0.5240, bbox_mAP_s: 0.3110, bbox_mAP_m: 0.5270, bbox_mAP_l: 0.6210, bbox_mAP_copypaste: 0.483 0.669 0.524 0.311 0.527 0.621, segm_mAP: 0.4190, segm_mAP_50: 0.6440, segm_mAP_75: 0.4540, segm_mAP_s: 0.2260, segm_mAP_m: 0.4560, segm_mAP_l: 0.5920, segm_mAP_copypaste: 0.419 0.644 0.454 0.226 0.456 0.592 +2024-03-11 11:29:10,037 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-11 11:29:10,038 - mmdet - INFO - Epoch [16][50/7330] lr: 4.612e-06, eta: 2 days, 20:10:56, time: 1.775, data_time: 0.261, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1632, s0.acc: 94.3589, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2349, s1.loss_cls: 0.0772, s1.acc: 94.4616, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1162, s2.loss_cls: 0.0382, s2.acc: 94.3583, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0551, loss: 1.1138 +2024-03-11 11:30:29,242 - mmdet - INFO - Epoch [16][100/7330] lr: 4.612e-06, eta: 2 days, 20:09:36, time: 1.584, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1553, s0.acc: 94.6096, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2284, s1.loss_cls: 0.0734, s1.acc: 94.7676, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1140, s2.loss_cls: 0.0365, s2.acc: 94.6418, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0535, loss: 1.0745 +2024-03-11 11:31:48,036 - mmdet - INFO - Epoch [16][150/7330] lr: 4.612e-06, eta: 2 days, 20:08:14, time: 1.576, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1583, s0.acc: 94.4749, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2284, s1.loss_cls: 0.0749, s1.acc: 94.7107, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1117, s2.loss_cls: 0.0371, s2.acc: 94.6372, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0526, loss: 1.0843 +2024-03-11 11:33:05,550 - mmdet - INFO - Epoch [16][200/7330] lr: 4.612e-06, eta: 2 days, 20:06:52, time: 1.550, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1518, s0.acc: 94.6868, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2226, s1.loss_cls: 0.0701, s1.acc: 94.9959, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1094, s2.loss_cls: 0.0350, s2.acc: 94.8489, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0515, loss: 1.0577 +2024-03-11 11:34:27,060 - mmdet - INFO - Epoch [16][250/7330] lr: 4.612e-06, eta: 2 days, 20:05:34, time: 1.630, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1558, s0.acc: 94.5437, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2303, s1.loss_cls: 0.0743, s1.acc: 94.6928, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1128, s2.loss_cls: 0.0366, s2.acc: 94.5569, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0530, loss: 1.0750 +2024-03-11 11:35:45,453 - mmdet - INFO - Epoch [16][300/7330] lr: 4.612e-06, eta: 2 days, 20:04:13, time: 1.568, data_time: 0.196, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1587, s0.acc: 94.4626, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2312, s1.loss_cls: 0.0755, s1.acc: 94.6131, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1136, s2.loss_cls: 0.0374, s2.acc: 94.4361, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0535, loss: 1.0904 +2024-03-11 11:37:02,937 - mmdet - INFO - Epoch [16][350/7330] lr: 4.612e-06, eta: 2 days, 20:02:50, time: 1.550, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1591, s0.acc: 94.4707, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2302, s1.loss_cls: 0.0760, s1.acc: 94.6146, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1123, s2.loss_cls: 0.0377, s2.acc: 94.5999, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0526, loss: 1.0859 +2024-03-11 11:38:20,326 - mmdet - INFO - Epoch [16][400/7330] lr: 4.612e-06, eta: 2 days, 20:01:27, time: 1.548, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1563, s0.acc: 94.6194, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2236, s1.loss_cls: 0.0737, s1.acc: 94.8073, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1096, s2.loss_cls: 0.0364, s2.acc: 94.7092, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0516, loss: 1.0678 +2024-03-11 11:39:42,571 - mmdet - INFO - Epoch [16][450/7330] lr: 4.612e-06, eta: 2 days, 20:00:10, time: 1.645, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1643, s0.acc: 94.2112, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2308, s1.loss_cls: 0.0782, s1.acc: 94.3633, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1136, s2.loss_cls: 0.0390, s2.acc: 94.2214, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0536, loss: 1.1103 +2024-03-11 11:41:03,987 - mmdet - INFO - Epoch [16][500/7330] lr: 4.612e-06, eta: 2 days, 19:58:53, time: 1.628, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1586, s0.acc: 94.5720, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2278, s1.loss_cls: 0.0751, s1.acc: 94.7042, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1109, s2.loss_cls: 0.0369, s2.acc: 94.6726, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0524, loss: 1.0691 +2024-03-11 11:42:25,660 - mmdet - INFO - Epoch [16][550/7330] lr: 4.612e-06, eta: 2 days, 19:57:36, time: 1.633, data_time: 0.106, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1565, s0.acc: 94.6111, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2267, s1.loss_cls: 0.0751, s1.acc: 94.7343, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1116, s2.loss_cls: 0.0373, s2.acc: 94.5521, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0524, loss: 1.0768 +2024-03-11 11:43:45,374 - mmdet - INFO - Epoch [16][600/7330] lr: 4.612e-06, eta: 2 days, 19:56:16, time: 1.594, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1575, s0.acc: 94.5278, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2324, s1.loss_cls: 0.0743, s1.acc: 94.7419, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1126, s2.loss_cls: 0.0370, s2.acc: 94.5772, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0529, loss: 1.0879 +2024-03-11 11:45:06,330 - mmdet - INFO - Epoch [16][650/7330] lr: 4.612e-06, eta: 2 days, 19:54:58, time: 1.619, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1607, s0.acc: 94.4641, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2311, s1.loss_cls: 0.0760, s1.acc: 94.6033, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1136, s2.loss_cls: 0.0377, s2.acc: 94.4811, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0534, loss: 1.0903 +2024-03-11 11:46:26,620 - mmdet - INFO - Epoch [16][700/7330] lr: 4.612e-06, eta: 2 days, 19:53:39, time: 1.606, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1588, s0.acc: 94.4731, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2283, s1.loss_cls: 0.0755, s1.acc: 94.5758, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1129, s2.loss_cls: 0.0379, s2.acc: 94.4352, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0530, loss: 1.0977 +2024-03-11 11:47:47,889 - mmdet - INFO - Epoch [16][750/7330] lr: 4.612e-06, eta: 2 days, 19:52:21, time: 1.625, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1597, s0.acc: 94.4832, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2279, s1.loss_cls: 0.0758, s1.acc: 94.6335, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1125, s2.loss_cls: 0.0371, s2.acc: 94.5926, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0528, loss: 1.0886 +2024-03-11 11:49:08,303 - mmdet - INFO - Epoch [16][800/7330] lr: 4.612e-06, eta: 2 days, 19:51:02, time: 1.608, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1548, s0.acc: 94.7043, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2212, s1.loss_cls: 0.0718, s1.acc: 94.9182, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1099, s2.loss_cls: 0.0361, s2.acc: 94.7506, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0520, loss: 1.0593 +2024-03-11 11:50:26,693 - mmdet - INFO - Epoch [16][850/7330] lr: 4.612e-06, eta: 2 days, 19:49:41, time: 1.568, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1650, s0.acc: 94.4058, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2285, s1.loss_cls: 0.0773, s1.acc: 94.6934, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1121, s2.loss_cls: 0.0382, s2.acc: 94.5411, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0529, loss: 1.0972 +2024-03-11 11:51:49,111 - mmdet - INFO - Epoch [16][900/7330] lr: 4.612e-06, eta: 2 days, 19:48:25, time: 1.648, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1547, s0.acc: 94.6365, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2289, s1.loss_cls: 0.0721, s1.acc: 94.8737, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1125, s2.loss_cls: 0.0357, s2.acc: 94.7893, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0530, loss: 1.0650 +2024-03-11 11:53:10,151 - mmdet - INFO - Epoch [16][950/7330] lr: 4.612e-06, eta: 2 days, 19:47:07, time: 1.620, data_time: 0.212, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1486, s0.acc: 94.8882, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2249, s1.loss_cls: 0.0715, s1.acc: 94.9499, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1108, s2.loss_cls: 0.0355, s2.acc: 94.8423, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0524, loss: 1.0268 +2024-03-11 11:54:28,026 - mmdet - INFO - Epoch [16][1000/7330] lr: 4.612e-06, eta: 2 days, 19:45:44, time: 1.558, data_time: 0.202, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1458, s0.acc: 94.9739, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2317, s1.loss_cls: 0.0682, s1.acc: 95.1724, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1124, s2.loss_cls: 0.0342, s2.acc: 95.0006, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0528, loss: 1.0437 +2024-03-11 11:55:46,883 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-11 11:55:46,883 - mmdet - INFO - Epoch [16][1050/7330] lr: 4.612e-06, eta: 2 days, 19:44:23, time: 1.577, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1525, s0.acc: 94.7505, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2306, s1.loss_cls: 0.0720, s1.acc: 94.9066, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1133, s2.loss_cls: 0.0359, s2.acc: 94.7184, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0534, loss: 1.0606 +2024-03-11 11:57:03,242 - mmdet - INFO - Epoch [16][1100/7330] lr: 4.612e-06, eta: 2 days, 19:42:59, time: 1.527, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1549, s0.acc: 94.6802, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2308, s1.loss_cls: 0.0733, s1.acc: 94.8089, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1123, s2.loss_cls: 0.0367, s2.acc: 94.6456, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0525, loss: 1.0756 +2024-03-11 11:58:20,462 - mmdet - INFO - Epoch [16][1150/7330] lr: 4.612e-06, eta: 2 days, 19:41:36, time: 1.544, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1392, s0.acc: 95.1045, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2238, s1.loss_cls: 0.0659, s1.acc: 95.2813, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1105, s2.loss_cls: 0.0333, s2.acc: 95.0752, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0522, loss: 1.0170 +2024-03-11 11:59:42,456 - mmdet - INFO - Epoch [16][1200/7330] lr: 4.612e-06, eta: 2 days, 19:40:19, time: 1.639, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1510, s0.acc: 94.6995, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2294, s1.loss_cls: 0.0718, s1.acc: 94.8405, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1125, s2.loss_cls: 0.0364, s2.acc: 94.6070, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0524, loss: 1.0664 +2024-03-11 12:01:02,874 - mmdet - INFO - Epoch [16][1250/7330] lr: 4.612e-06, eta: 2 days, 19:39:00, time: 1.609, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1541, s0.acc: 94.6733, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2232, s1.loss_cls: 0.0721, s1.acc: 94.8513, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1104, s2.loss_cls: 0.0361, s2.acc: 94.6796, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0522, loss: 1.0689 +2024-03-11 12:02:19,836 - mmdet - INFO - Epoch [16][1300/7330] lr: 4.612e-06, eta: 2 days, 19:37:37, time: 1.539, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1531, s0.acc: 94.6150, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2295, s1.loss_cls: 0.0723, s1.acc: 94.7592, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1144, s2.loss_cls: 0.0359, s2.acc: 94.6775, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0536, loss: 1.0758 +2024-03-11 12:03:38,449 - mmdet - INFO - Epoch [16][1350/7330] lr: 4.612e-06, eta: 2 days, 19:36:15, time: 1.572, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1573, s0.acc: 94.5020, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2325, s1.loss_cls: 0.0729, s1.acc: 94.7743, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1149, s2.loss_cls: 0.0369, s2.acc: 94.5958, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0542, loss: 1.0869 +2024-03-11 12:04:56,877 - mmdet - INFO - Epoch [16][1400/7330] lr: 4.612e-06, eta: 2 days, 19:34:54, time: 1.569, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1534, s0.acc: 94.7629, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2313, s1.loss_cls: 0.0721, s1.acc: 94.9481, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1123, s2.loss_cls: 0.0360, s2.acc: 94.8272, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0526, loss: 1.0716 +2024-03-11 12:06:16,028 - mmdet - INFO - Epoch [16][1450/7330] lr: 4.612e-06, eta: 2 days, 19:33:33, time: 1.583, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1543, s0.acc: 94.6343, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2262, s1.loss_cls: 0.0729, s1.acc: 94.8579, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1101, s2.loss_cls: 0.0367, s2.acc: 94.5874, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0518, loss: 1.0630 +2024-03-11 12:07:36,602 - mmdet - INFO - Epoch [16][1500/7330] lr: 4.612e-06, eta: 2 days, 19:32:14, time: 1.611, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1529, s0.acc: 94.5898, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2296, s1.loss_cls: 0.0723, s1.acc: 94.7879, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1140, s2.loss_cls: 0.0365, s2.acc: 94.6345, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0537, loss: 1.0696 +2024-03-11 12:08:57,140 - mmdet - INFO - Epoch [16][1550/7330] lr: 4.612e-06, eta: 2 days, 19:30:56, time: 1.611, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1545, s0.acc: 94.5596, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2301, s1.loss_cls: 0.0743, s1.acc: 94.6404, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1120, s2.loss_cls: 0.0372, s2.acc: 94.4812, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0527, loss: 1.0782 +2024-03-11 12:10:13,744 - mmdet - INFO - Epoch [16][1600/7330] lr: 4.612e-06, eta: 2 days, 19:29:32, time: 1.532, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1626, s0.acc: 94.4146, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2275, s1.loss_cls: 0.0777, s1.acc: 94.5065, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1120, s2.loss_cls: 0.0385, s2.acc: 94.4332, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0525, loss: 1.0944 +2024-03-11 12:11:33,742 - mmdet - INFO - Epoch [16][1650/7330] lr: 4.612e-06, eta: 2 days, 19:28:12, time: 1.600, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1468, s0.acc: 94.9028, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2287, s1.loss_cls: 0.0701, s1.acc: 95.0055, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1123, s2.loss_cls: 0.0352, s2.acc: 94.8338, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0529, loss: 1.0401 +2024-03-11 12:12:50,890 - mmdet - INFO - Epoch [16][1700/7330] lr: 4.612e-06, eta: 2 days, 19:26:49, time: 1.543, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1502, s0.acc: 94.7473, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2337, s1.loss_cls: 0.0707, s1.acc: 95.0031, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1154, s2.loss_cls: 0.0355, s2.acc: 94.9391, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0542, loss: 1.0731 +2024-03-11 12:14:12,145 - mmdet - INFO - Epoch [16][1750/7330] lr: 4.612e-06, eta: 2 days, 19:25:31, time: 1.625, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1579, s0.acc: 94.5876, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2291, s1.loss_cls: 0.0755, s1.acc: 94.7189, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1130, s2.loss_cls: 0.0370, s2.acc: 94.5939, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0532, loss: 1.0772 +2024-03-11 12:15:32,828 - mmdet - INFO - Epoch [16][1800/7330] lr: 4.612e-06, eta: 2 days, 19:24:13, time: 1.614, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1495, s0.acc: 94.7383, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2276, s1.loss_cls: 0.0702, s1.acc: 94.9073, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1126, s2.loss_cls: 0.0349, s2.acc: 94.9211, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0530, loss: 1.0571 +2024-03-11 12:16:54,020 - mmdet - INFO - Epoch [16][1850/7330] lr: 4.612e-06, eta: 2 days, 19:22:55, time: 1.623, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1539, s0.acc: 94.6360, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2365, s1.loss_cls: 0.0731, s1.acc: 94.7689, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1152, s2.loss_cls: 0.0361, s2.acc: 94.6474, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0539, loss: 1.0904 +2024-03-11 12:18:10,953 - mmdet - INFO - Epoch [16][1900/7330] lr: 4.612e-06, eta: 2 days, 19:21:31, time: 1.539, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1545, s0.acc: 94.6443, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2290, s1.loss_cls: 0.0718, s1.acc: 94.9402, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1128, s2.loss_cls: 0.0354, s2.acc: 94.8060, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0532, loss: 1.0799 +2024-03-11 12:19:31,925 - mmdet - INFO - Epoch [16][1950/7330] lr: 4.612e-06, eta: 2 days, 19:20:13, time: 1.619, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1621, s0.acc: 94.4138, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2327, s1.loss_cls: 0.0772, s1.acc: 94.5943, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1145, s2.loss_cls: 0.0377, s2.acc: 94.6135, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0539, loss: 1.1040 +2024-03-11 12:20:55,041 - mmdet - INFO - Epoch [16][2000/7330] lr: 4.612e-06, eta: 2 days, 19:18:58, time: 1.662, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1519, s0.acc: 94.6528, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2296, s1.loss_cls: 0.0716, s1.acc: 94.8144, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1140, s2.loss_cls: 0.0360, s2.acc: 94.7110, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0537, loss: 1.0886 +2024-03-11 12:22:10,980 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-11 12:22:10,980 - mmdet - INFO - Epoch [16][2050/7330] lr: 4.612e-06, eta: 2 days, 19:17:33, time: 1.519, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1463, s0.acc: 94.8589, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2229, s1.loss_cls: 0.0685, s1.acc: 95.0416, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1100, s2.loss_cls: 0.0341, s2.acc: 95.0025, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0518, loss: 1.0308 +2024-03-11 12:23:32,262 - mmdet - INFO - Epoch [16][2100/7330] lr: 4.612e-06, eta: 2 days, 19:16:16, time: 1.626, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1616, s0.acc: 94.3567, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2294, s1.loss_cls: 0.0753, s1.acc: 94.5930, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1130, s2.loss_cls: 0.0370, s2.acc: 94.5232, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0532, loss: 1.1067 +2024-03-11 12:24:49,506 - mmdet - INFO - Epoch [16][2150/7330] lr: 4.612e-06, eta: 2 days, 19:14:52, time: 1.545, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1548, s0.acc: 94.5708, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2297, s1.loss_cls: 0.0732, s1.acc: 94.6751, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1131, s2.loss_cls: 0.0373, s2.acc: 94.4568, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0531, loss: 1.0767 +2024-03-11 12:26:08,216 - mmdet - INFO - Epoch [16][2200/7330] lr: 4.612e-06, eta: 2 days, 19:13:31, time: 1.574, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1635, s0.acc: 94.3943, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2303, s1.loss_cls: 0.0774, s1.acc: 94.5528, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1140, s2.loss_cls: 0.0381, s2.acc: 94.4780, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0539, loss: 1.1009 +2024-03-11 12:27:27,309 - mmdet - INFO - Epoch [16][2250/7330] lr: 4.612e-06, eta: 2 days, 19:12:11, time: 1.582, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1541, s0.acc: 94.7651, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2249, s1.loss_cls: 0.0734, s1.acc: 94.9488, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1103, s2.loss_cls: 0.0366, s2.acc: 94.8068, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0518, loss: 1.0480 +2024-03-11 12:28:47,309 - mmdet - INFO - Epoch [16][2300/7330] lr: 4.612e-06, eta: 2 days, 19:10:51, time: 1.600, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1534, s0.acc: 94.7368, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2246, s1.loss_cls: 0.0726, s1.acc: 94.9107, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1117, s2.loss_cls: 0.0357, s2.acc: 94.8606, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0531, loss: 1.0667 +2024-03-11 12:30:03,015 - mmdet - INFO - Epoch [16][2350/7330] lr: 4.612e-06, eta: 2 days, 19:09:26, time: 1.514, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1483, s0.acc: 94.7493, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2231, s1.loss_cls: 0.0711, s1.acc: 94.8745, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1087, s2.loss_cls: 0.0355, s2.acc: 94.7575, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0512, loss: 1.0347 +2024-03-11 12:31:26,245 - mmdet - INFO - Epoch [16][2400/7330] lr: 4.612e-06, eta: 2 days, 19:08:11, time: 1.665, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1565, s0.acc: 94.7185, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2311, s1.loss_cls: 0.0743, s1.acc: 94.8900, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1131, s2.loss_cls: 0.0364, s2.acc: 94.8591, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0534, loss: 1.0724 +2024-03-11 12:32:48,825 - mmdet - INFO - Epoch [16][2450/7330] lr: 4.612e-06, eta: 2 days, 19:06:55, time: 1.652, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1523, s0.acc: 94.7046, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2283, s1.loss_cls: 0.0735, s1.acc: 94.7798, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1128, s2.loss_cls: 0.0370, s2.acc: 94.5976, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0531, loss: 1.0733 +2024-03-11 12:34:05,730 - mmdet - INFO - Epoch [16][2500/7330] lr: 4.612e-06, eta: 2 days, 19:05:31, time: 1.538, data_time: 0.111, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1548, s0.acc: 94.6523, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2291, s1.loss_cls: 0.0746, s1.acc: 94.7387, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1123, s2.loss_cls: 0.0369, s2.acc: 94.6312, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0530, loss: 1.0773 +2024-03-11 12:35:27,500 - mmdet - INFO - Epoch [16][2550/7330] lr: 4.612e-06, eta: 2 days, 19:04:14, time: 1.635, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1658, s0.acc: 94.1995, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2358, s1.loss_cls: 0.0792, s1.acc: 94.2690, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1163, s2.loss_cls: 0.0396, s2.acc: 94.1835, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0549, loss: 1.1255 +2024-03-11 12:36:50,224 - mmdet - INFO - Epoch [16][2600/7330] lr: 4.612e-06, eta: 2 days, 19:02:59, time: 1.654, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1684, s0.acc: 94.1536, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2330, s1.loss_cls: 0.0785, s1.acc: 94.4217, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1139, s2.loss_cls: 0.0388, s2.acc: 94.3214, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0533, loss: 1.1269 +2024-03-11 12:38:11,084 - mmdet - INFO - Epoch [16][2650/7330] lr: 4.612e-06, eta: 2 days, 19:01:40, time: 1.617, data_time: 0.118, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1609, s0.acc: 94.4719, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2319, s1.loss_cls: 0.0765, s1.acc: 94.6391, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1140, s2.loss_cls: 0.0379, s2.acc: 94.4536, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0535, loss: 1.1033 +2024-03-11 12:39:32,885 - mmdet - INFO - Epoch [16][2700/7330] lr: 4.612e-06, eta: 2 days, 19:00:23, time: 1.636, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1531, s0.acc: 94.6086, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2283, s1.loss_cls: 0.0729, s1.acc: 94.7442, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1118, s2.loss_cls: 0.0361, s2.acc: 94.6131, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0525, loss: 1.0764 +2024-03-11 12:40:52,132 - mmdet - INFO - Epoch [16][2750/7330] lr: 4.612e-06, eta: 2 days, 18:59:03, time: 1.585, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1639, s0.acc: 94.3469, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2232, s1.loss_cls: 0.0773, s1.acc: 94.5998, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1097, s2.loss_cls: 0.0389, s2.acc: 94.4725, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0516, loss: 1.0902 +2024-03-11 12:42:12,186 - mmdet - INFO - Epoch [16][2800/7330] lr: 4.612e-06, eta: 2 days, 18:57:44, time: 1.601, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1550, s0.acc: 94.5544, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2264, s1.loss_cls: 0.0733, s1.acc: 94.7329, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1122, s2.loss_cls: 0.0368, s2.acc: 94.5354, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0530, loss: 1.0763 +2024-03-11 12:43:35,232 - mmdet - INFO - Epoch [16][2850/7330] lr: 4.612e-06, eta: 2 days, 18:56:28, time: 1.661, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1521, s0.acc: 94.7012, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2254, s1.loss_cls: 0.0732, s1.acc: 94.8288, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1127, s2.loss_cls: 0.0367, s2.acc: 94.6255, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0532, loss: 1.0620 +2024-03-11 12:44:58,893 - mmdet - INFO - Epoch [16][2900/7330] lr: 4.612e-06, eta: 2 days, 18:55:14, time: 1.673, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1517, s0.acc: 94.7354, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2334, s1.loss_cls: 0.0720, s1.acc: 94.8992, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1157, s2.loss_cls: 0.0356, s2.acc: 94.8423, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0543, loss: 1.0661 +2024-03-11 12:46:17,173 - mmdet - INFO - Epoch [16][2950/7330] lr: 4.612e-06, eta: 2 days, 18:53:52, time: 1.566, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1490, s0.acc: 94.8767, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2260, s1.loss_cls: 0.0699, s1.acc: 95.0873, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1122, s2.loss_cls: 0.0352, s2.acc: 94.8952, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0527, loss: 1.0469 +2024-03-11 12:47:36,990 - mmdet - INFO - Epoch [16][3000/7330] lr: 4.612e-06, eta: 2 days, 18:52:32, time: 1.596, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1578, s0.acc: 94.3972, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2327, s1.loss_cls: 0.0750, s1.acc: 94.6278, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1140, s2.loss_cls: 0.0373, s2.acc: 94.4726, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0535, loss: 1.1029 +2024-03-11 12:48:56,351 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-11 12:48:56,352 - mmdet - INFO - Epoch [16][3050/7330] lr: 4.612e-06, eta: 2 days, 18:51:12, time: 1.587, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1580, s0.acc: 94.5688, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2272, s1.loss_cls: 0.0746, s1.acc: 94.7678, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1117, s2.loss_cls: 0.0370, s2.acc: 94.6358, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0525, loss: 1.0778 +2024-03-11 12:50:16,549 - mmdet - INFO - Epoch [16][3100/7330] lr: 4.612e-06, eta: 2 days, 18:49:53, time: 1.604, data_time: 0.093, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1550, s0.acc: 94.6094, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2275, s1.loss_cls: 0.0746, s1.acc: 94.6913, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1104, s2.loss_cls: 0.0372, s2.acc: 94.5688, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0519, loss: 1.0639 +2024-03-11 12:51:34,456 - mmdet - INFO - Epoch [16][3150/7330] lr: 4.612e-06, eta: 2 days, 18:48:31, time: 1.558, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1527, s0.acc: 94.7327, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2302, s1.loss_cls: 0.0722, s1.acc: 94.8982, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1131, s2.loss_cls: 0.0364, s2.acc: 94.6836, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0526, loss: 1.0697 +2024-03-11 12:52:54,233 - mmdet - INFO - Epoch [16][3200/7330] lr: 4.612e-06, eta: 2 days, 18:47:11, time: 1.596, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1544, s0.acc: 94.6848, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2269, s1.loss_cls: 0.0724, s1.acc: 94.9094, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1124, s2.loss_cls: 0.0359, s2.acc: 94.6890, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0528, loss: 1.0649 +2024-03-11 12:54:15,037 - mmdet - INFO - Epoch [16][3250/7330] lr: 4.612e-06, eta: 2 days, 18:45:52, time: 1.616, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1574, s0.acc: 94.5698, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2255, s1.loss_cls: 0.0748, s1.acc: 94.7088, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1107, s2.loss_cls: 0.0381, s2.acc: 94.4950, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0519, loss: 1.0706 +2024-03-11 12:55:31,426 - mmdet - INFO - Epoch [16][3300/7330] lr: 4.612e-06, eta: 2 days, 18:44:28, time: 1.528, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1565, s0.acc: 94.4636, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2291, s1.loss_cls: 0.0751, s1.acc: 94.5701, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1134, s2.loss_cls: 0.0370, s2.acc: 94.4691, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0532, loss: 1.0953 +2024-03-11 12:56:51,019 - mmdet - INFO - Epoch [16][3350/7330] lr: 4.612e-06, eta: 2 days, 18:43:08, time: 1.592, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1588, s0.acc: 94.5947, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2315, s1.loss_cls: 0.0759, s1.acc: 94.6534, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1138, s2.loss_cls: 0.0383, s2.acc: 94.4676, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0535, loss: 1.0899 +2024-03-11 12:58:14,831 - mmdet - INFO - Epoch [16][3400/7330] lr: 4.612e-06, eta: 2 days, 18:41:54, time: 1.676, data_time: 0.225, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1536, s0.acc: 94.6292, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2259, s1.loss_cls: 0.0731, s1.acc: 94.7377, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1110, s2.loss_cls: 0.0364, s2.acc: 94.5794, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0521, loss: 1.0593 +2024-03-11 12:59:37,462 - mmdet - INFO - Epoch [16][3450/7330] lr: 4.612e-06, eta: 2 days, 18:40:38, time: 1.653, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1585, s0.acc: 94.6663, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2269, s1.loss_cls: 0.0746, s1.acc: 94.8634, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1115, s2.loss_cls: 0.0375, s2.acc: 94.6882, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0528, loss: 1.0614 +2024-03-11 13:01:01,641 - mmdet - INFO - Epoch [16][3500/7330] lr: 4.612e-06, eta: 2 days, 18:39:24, time: 1.684, data_time: 0.213, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1645, s0.acc: 94.3518, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2333, s1.loss_cls: 0.0782, s1.acc: 94.4355, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1144, s2.loss_cls: 0.0388, s2.acc: 94.3214, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0539, loss: 1.1176 +2024-03-11 13:02:26,345 - mmdet - INFO - Epoch [16][3550/7330] lr: 4.612e-06, eta: 2 days, 18:38:11, time: 1.694, data_time: 0.214, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1640, s0.acc: 94.3513, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2305, s1.loss_cls: 0.0773, s1.acc: 94.5376, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1136, s2.loss_cls: 0.0387, s2.acc: 94.4153, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0528, loss: 1.1118 +2024-03-11 13:03:48,646 - mmdet - INFO - Epoch [16][3600/7330] lr: 4.612e-06, eta: 2 days, 18:36:54, time: 1.646, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1537, s0.acc: 94.7334, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2275, s1.loss_cls: 0.0724, s1.acc: 94.8931, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1126, s2.loss_cls: 0.0359, s2.acc: 94.8317, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0530, loss: 1.0649 +2024-03-11 13:05:05,526 - mmdet - INFO - Epoch [16][3650/7330] lr: 4.612e-06, eta: 2 days, 18:35:31, time: 1.538, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1492, s0.acc: 94.8137, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2227, s1.loss_cls: 0.0706, s1.acc: 94.9510, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1108, s2.loss_cls: 0.0353, s2.acc: 94.8829, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0524, loss: 1.0506 +2024-03-11 13:06:24,574 - mmdet - INFO - Epoch [16][3700/7330] lr: 4.612e-06, eta: 2 days, 18:34:10, time: 1.581, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1611, s0.acc: 94.4158, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2361, s1.loss_cls: 0.0766, s1.acc: 94.5692, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1172, s2.loss_cls: 0.0380, s2.acc: 94.4436, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0550, loss: 1.1096 +2024-03-11 13:07:41,420 - mmdet - INFO - Epoch [16][3750/7330] lr: 4.612e-06, eta: 2 days, 18:32:47, time: 1.537, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1613, s0.acc: 94.3716, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2293, s1.loss_cls: 0.0766, s1.acc: 94.5815, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1131, s2.loss_cls: 0.0380, s2.acc: 94.4207, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0532, loss: 1.1092 +2024-03-11 13:09:04,176 - mmdet - INFO - Epoch [16][3800/7330] lr: 4.612e-06, eta: 2 days, 18:31:31, time: 1.655, data_time: 0.195, memory: 23149, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1664, s0.acc: 94.1648, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2367, s1.loss_cls: 0.0778, s1.acc: 94.4217, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1158, s2.loss_cls: 0.0388, s2.acc: 94.2140, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0543, loss: 1.1352 +2024-03-11 13:10:23,518 - mmdet - INFO - Epoch [16][3850/7330] lr: 4.612e-06, eta: 2 days, 18:30:10, time: 1.587, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1555, s0.acc: 94.5671, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2295, s1.loss_cls: 0.0739, s1.acc: 94.7199, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1121, s2.loss_cls: 0.0367, s2.acc: 94.5672, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0530, loss: 1.0658 +2024-03-11 13:11:41,669 - mmdet - INFO - Epoch [16][3900/7330] lr: 4.612e-06, eta: 2 days, 18:28:49, time: 1.563, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1727, s0.acc: 94.0205, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2352, s1.loss_cls: 0.0822, s1.acc: 94.2120, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1143, s2.loss_cls: 0.0404, s2.acc: 94.1761, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0541, loss: 1.1439 +2024-03-11 13:12:59,637 - mmdet - INFO - Epoch [16][3950/7330] lr: 4.612e-06, eta: 2 days, 18:27:26, time: 1.559, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1608, s0.acc: 94.5081, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2273, s1.loss_cls: 0.0775, s1.acc: 94.5429, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1119, s2.loss_cls: 0.0380, s2.acc: 94.4662, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0524, loss: 1.0856 +2024-03-11 13:14:19,203 - mmdet - INFO - Epoch [16][4000/7330] lr: 4.612e-06, eta: 2 days, 18:26:06, time: 1.591, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1644, s0.acc: 94.2478, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2335, s1.loss_cls: 0.0785, s1.acc: 94.3804, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1143, s2.loss_cls: 0.0386, s2.acc: 94.2472, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0541, loss: 1.1066 +2024-03-11 13:15:41,658 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-11 13:15:41,658 - mmdet - INFO - Epoch [16][4050/7330] lr: 4.612e-06, eta: 2 days, 18:24:50, time: 1.649, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1668, s0.acc: 94.3088, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2289, s1.loss_cls: 0.0791, s1.acc: 94.4676, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1135, s2.loss_cls: 0.0388, s2.acc: 94.4486, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0533, loss: 1.1130 +2024-03-11 13:17:03,643 - mmdet - INFO - Epoch [16][4100/7330] lr: 4.612e-06, eta: 2 days, 18:23:33, time: 1.640, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1707, s0.acc: 94.1138, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2347, s1.loss_cls: 0.0811, s1.acc: 94.1533, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1150, s2.loss_cls: 0.0405, s2.acc: 94.0760, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0540, loss: 1.1366 +2024-03-11 13:18:23,059 - mmdet - INFO - Epoch [16][4150/7330] lr: 4.612e-06, eta: 2 days, 18:22:13, time: 1.588, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1606, s0.acc: 94.5637, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2312, s1.loss_cls: 0.0767, s1.acc: 94.6130, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1140, s2.loss_cls: 0.0376, s2.acc: 94.5035, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0538, loss: 1.0801 +2024-03-11 13:19:43,919 - mmdet - INFO - Epoch [16][4200/7330] lr: 4.612e-06, eta: 2 days, 18:20:55, time: 1.617, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1614, s0.acc: 94.4265, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2286, s1.loss_cls: 0.0759, s1.acc: 94.6538, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1131, s2.loss_cls: 0.0378, s2.acc: 94.5800, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0530, loss: 1.0944 +2024-03-11 13:21:03,105 - mmdet - INFO - Epoch [16][4250/7330] lr: 4.612e-06, eta: 2 days, 18:19:34, time: 1.584, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1653, s0.acc: 94.3755, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2311, s1.loss_cls: 0.0783, s1.acc: 94.5130, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1132, s2.loss_cls: 0.0385, s2.acc: 94.4385, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0530, loss: 1.1035 +2024-03-11 13:22:21,912 - mmdet - INFO - Epoch [16][4300/7330] lr: 4.612e-06, eta: 2 days, 18:18:13, time: 1.576, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1498, s0.acc: 94.8828, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2280, s1.loss_cls: 0.0704, s1.acc: 95.0514, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1130, s2.loss_cls: 0.0354, s2.acc: 94.9704, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0532, loss: 1.0457 +2024-03-11 13:23:39,925 - mmdet - INFO - Epoch [16][4350/7330] lr: 4.612e-06, eta: 2 days, 18:16:51, time: 1.560, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1584, s0.acc: 94.5505, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2315, s1.loss_cls: 0.0755, s1.acc: 94.6358, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1142, s2.loss_cls: 0.0377, s2.acc: 94.5786, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0539, loss: 1.0912 +2024-03-11 13:25:00,845 - mmdet - INFO - Epoch [16][4400/7330] lr: 4.612e-06, eta: 2 days, 18:15:33, time: 1.618, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1597, s0.acc: 94.4324, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2304, s1.loss_cls: 0.0777, s1.acc: 94.4503, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1130, s2.loss_cls: 0.0386, s2.acc: 94.3141, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0529, loss: 1.0943 +2024-03-11 13:26:19,062 - mmdet - INFO - Epoch [16][4450/7330] lr: 4.612e-06, eta: 2 days, 18:14:11, time: 1.564, data_time: 0.121, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1709, s0.acc: 94.1987, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2340, s1.loss_cls: 0.0814, s1.acc: 94.3681, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1146, s2.loss_cls: 0.0400, s2.acc: 94.2680, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0539, loss: 1.1286 +2024-03-11 13:27:36,864 - mmdet - INFO - Epoch [16][4500/7330] lr: 4.612e-06, eta: 2 days, 18:12:49, time: 1.556, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1602, s0.acc: 94.4705, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2319, s1.loss_cls: 0.0772, s1.acc: 94.5132, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1142, s2.loss_cls: 0.0388, s2.acc: 94.3157, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0538, loss: 1.0946 +2024-03-11 13:28:54,537 - mmdet - INFO - Epoch [16][4550/7330] lr: 4.612e-06, eta: 2 days, 18:11:26, time: 1.554, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1618, s0.acc: 94.3186, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2353, s1.loss_cls: 0.0764, s1.acc: 94.4717, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1165, s2.loss_cls: 0.0385, s2.acc: 94.3617, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0549, loss: 1.1181 +2024-03-11 13:30:12,086 - mmdet - INFO - Epoch [16][4600/7330] lr: 4.612e-06, eta: 2 days, 18:10:04, time: 1.551, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1627, s0.acc: 94.4060, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2301, s1.loss_cls: 0.0777, s1.acc: 94.5569, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1139, s2.loss_cls: 0.0386, s2.acc: 94.4108, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0540, loss: 1.0920 +2024-03-11 13:31:31,833 - mmdet - INFO - Epoch [16][4650/7330] lr: 4.612e-06, eta: 2 days, 18:08:44, time: 1.595, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1607, s0.acc: 94.2930, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2333, s1.loss_cls: 0.0767, s1.acc: 94.4183, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1139, s2.loss_cls: 0.0385, s2.acc: 94.3423, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0540, loss: 1.1148 +2024-03-11 13:32:53,984 - mmdet - INFO - Epoch [16][4700/7330] lr: 4.612e-06, eta: 2 days, 18:07:27, time: 1.643, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1528, s0.acc: 94.6797, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2266, s1.loss_cls: 0.0736, s1.acc: 94.7634, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1124, s2.loss_cls: 0.0363, s2.acc: 94.7227, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0528, loss: 1.0573 +2024-03-11 13:34:12,043 - mmdet - INFO - Epoch [16][4750/7330] lr: 4.612e-06, eta: 2 days, 18:06:05, time: 1.561, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1595, s0.acc: 94.5544, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2333, s1.loss_cls: 0.0774, s1.acc: 94.5522, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1150, s2.loss_cls: 0.0382, s2.acc: 94.4911, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0541, loss: 1.0954 +2024-03-11 13:35:33,269 - mmdet - INFO - Epoch [16][4800/7330] lr: 4.612e-06, eta: 2 days, 18:04:48, time: 1.625, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1592, s0.acc: 94.5669, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2338, s1.loss_cls: 0.0752, s1.acc: 94.7607, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1153, s2.loss_cls: 0.0375, s2.acc: 94.5983, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0541, loss: 1.0897 +2024-03-11 13:36:54,450 - mmdet - INFO - Epoch [16][4850/7330] lr: 4.612e-06, eta: 2 days, 18:03:30, time: 1.624, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1676, s0.acc: 94.2146, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2349, s1.loss_cls: 0.0806, s1.acc: 94.2915, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1163, s2.loss_cls: 0.0407, s2.acc: 94.1486, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0549, loss: 1.1287 +2024-03-11 13:38:09,521 - mmdet - INFO - Epoch [16][4900/7330] lr: 4.612e-06, eta: 2 days, 18:02:04, time: 1.501, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1526, s0.acc: 94.6965, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2248, s1.loss_cls: 0.0735, s1.acc: 94.7954, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1110, s2.loss_cls: 0.0363, s2.acc: 94.7082, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0525, loss: 1.0641 +2024-03-11 13:39:32,976 - mmdet - INFO - Epoch [16][4950/7330] lr: 4.612e-06, eta: 2 days, 18:00:49, time: 1.669, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1552, s0.acc: 94.6782, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2273, s1.loss_cls: 0.0751, s1.acc: 94.7115, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1119, s2.loss_cls: 0.0373, s2.acc: 94.6187, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0524, loss: 1.0642 +2024-03-11 13:40:57,168 - mmdet - INFO - Epoch [16][5000/7330] lr: 4.612e-06, eta: 2 days, 17:59:35, time: 1.684, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1581, s0.acc: 94.5066, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2253, s1.loss_cls: 0.0758, s1.acc: 94.5803, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1117, s2.loss_cls: 0.0377, s2.acc: 94.3809, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0528, loss: 1.0852 +2024-03-11 13:42:20,550 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-11 13:42:20,550 - mmdet - INFO - Epoch [16][5050/7330] lr: 4.612e-06, eta: 2 days, 17:58:20, time: 1.668, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1666, s0.acc: 94.2451, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2332, s1.loss_cls: 0.0791, s1.acc: 94.3897, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1147, s2.loss_cls: 0.0392, s2.acc: 94.2379, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0545, loss: 1.1240 +2024-03-11 13:43:41,290 - mmdet - INFO - Epoch [16][5100/7330] lr: 4.612e-06, eta: 2 days, 17:57:01, time: 1.615, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1582, s0.acc: 94.4900, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2312, s1.loss_cls: 0.0737, s1.acc: 94.7236, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1135, s2.loss_cls: 0.0369, s2.acc: 94.6052, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0533, loss: 1.0891 +2024-03-11 13:45:00,393 - mmdet - INFO - Epoch [16][5150/7330] lr: 4.612e-06, eta: 2 days, 17:55:41, time: 1.582, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1593, s0.acc: 94.5312, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2309, s1.loss_cls: 0.0754, s1.acc: 94.6708, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1129, s2.loss_cls: 0.0375, s2.acc: 94.5111, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0526, loss: 1.0772 +2024-03-11 13:46:15,137 - mmdet - INFO - Epoch [16][5200/7330] lr: 4.612e-06, eta: 2 days, 17:54:14, time: 1.495, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1586, s0.acc: 94.6392, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2197, s1.loss_cls: 0.0735, s1.acc: 94.8525, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1087, s2.loss_cls: 0.0365, s2.acc: 94.7785, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0514, loss: 1.0599 +2024-03-11 13:47:35,913 - mmdet - INFO - Epoch [16][5250/7330] lr: 4.612e-06, eta: 2 days, 17:52:56, time: 1.615, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1607, s0.acc: 94.4773, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2363, s1.loss_cls: 0.0761, s1.acc: 94.6009, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1168, s2.loss_cls: 0.0380, s2.acc: 94.4724, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0548, loss: 1.1084 +2024-03-11 13:48:55,432 - mmdet - INFO - Epoch [16][5300/7330] lr: 4.612e-06, eta: 2 days, 17:51:36, time: 1.590, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1630, s0.acc: 94.3850, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2293, s1.loss_cls: 0.0778, s1.acc: 94.4941, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1123, s2.loss_cls: 0.0384, s2.acc: 94.3938, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0527, loss: 1.0972 +2024-03-11 13:50:13,720 - mmdet - INFO - Epoch [16][5350/7330] lr: 4.612e-06, eta: 2 days, 17:50:14, time: 1.565, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1611, s0.acc: 94.5002, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2241, s1.loss_cls: 0.0762, s1.acc: 94.6958, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1108, s2.loss_cls: 0.0379, s2.acc: 94.5178, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0523, loss: 1.0917 +2024-03-11 13:51:36,800 - mmdet - INFO - Epoch [16][5400/7330] lr: 4.612e-06, eta: 2 days, 17:48:59, time: 1.662, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1527, s0.acc: 94.8560, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2270, s1.loss_cls: 0.0723, s1.acc: 95.0086, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1130, s2.loss_cls: 0.0360, s2.acc: 94.9100, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0534, loss: 1.0544 +2024-03-11 13:52:56,315 - mmdet - INFO - Epoch [16][5450/7330] lr: 4.612e-06, eta: 2 days, 17:47:39, time: 1.590, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1590, s0.acc: 94.4917, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2275, s1.loss_cls: 0.0746, s1.acc: 94.6308, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1118, s2.loss_cls: 0.0366, s2.acc: 94.6329, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0520, loss: 1.0788 +2024-03-11 13:54:20,421 - mmdet - INFO - Epoch [16][5500/7330] lr: 4.612e-06, eta: 2 days, 17:46:24, time: 1.682, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1715, s0.acc: 94.1150, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2274, s1.loss_cls: 0.0821, s1.acc: 94.1794, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1116, s2.loss_cls: 0.0404, s2.acc: 94.1269, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0528, loss: 1.1239 +2024-03-11 13:55:44,588 - mmdet - INFO - Epoch [16][5550/7330] lr: 4.612e-06, eta: 2 days, 17:45:10, time: 1.683, data_time: 0.233, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1647, s0.acc: 94.3108, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2300, s1.loss_cls: 0.0785, s1.acc: 94.4925, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1138, s2.loss_cls: 0.0392, s2.acc: 94.3772, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0533, loss: 1.1144 +2024-03-11 13:57:00,165 - mmdet - INFO - Epoch [16][5600/7330] lr: 4.612e-06, eta: 2 days, 17:43:45, time: 1.512, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1616, s0.acc: 94.5046, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2328, s1.loss_cls: 0.0779, s1.acc: 94.5350, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1150, s2.loss_cls: 0.0384, s2.acc: 94.5397, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0541, loss: 1.0895 +2024-03-11 13:58:18,918 - mmdet - INFO - Epoch [16][5650/7330] lr: 4.612e-06, eta: 2 days, 17:42:24, time: 1.575, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1568, s0.acc: 94.6978, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2303, s1.loss_cls: 0.0767, s1.acc: 94.8050, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1129, s2.loss_cls: 0.0383, s2.acc: 94.6665, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0526, loss: 1.0718 +2024-03-11 13:59:35,290 - mmdet - INFO - Epoch [16][5700/7330] lr: 4.612e-06, eta: 2 days, 17:41:00, time: 1.527, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1687, s0.acc: 94.2468, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2309, s1.loss_cls: 0.0802, s1.acc: 94.2676, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1124, s2.loss_cls: 0.0400, s2.acc: 94.1057, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0528, loss: 1.1167 +2024-03-11 14:00:56,336 - mmdet - INFO - Epoch [16][5750/7330] lr: 4.612e-06, eta: 2 days, 17:39:42, time: 1.621, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1671, s0.acc: 94.3635, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2285, s1.loss_cls: 0.0807, s1.acc: 94.4158, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1134, s2.loss_cls: 0.0399, s2.acc: 94.3378, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0530, loss: 1.1092 +2024-03-11 14:02:17,700 - mmdet - INFO - Epoch [16][5800/7330] lr: 4.612e-06, eta: 2 days, 17:38:24, time: 1.627, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1638, s0.acc: 94.3975, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2294, s1.loss_cls: 0.0780, s1.acc: 94.5493, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1131, s2.loss_cls: 0.0391, s2.acc: 94.3276, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0534, loss: 1.1071 +2024-03-11 14:03:35,600 - mmdet - INFO - Epoch [16][5850/7330] lr: 4.612e-06, eta: 2 days, 17:37:02, time: 1.558, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1682, s0.acc: 94.2061, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2313, s1.loss_cls: 0.0804, s1.acc: 94.2178, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1141, s2.loss_cls: 0.0402, s2.acc: 94.0017, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0540, loss: 1.1207 +2024-03-11 14:04:56,725 - mmdet - INFO - Epoch [16][5900/7330] lr: 4.612e-06, eta: 2 days, 17:35:44, time: 1.622, data_time: 0.101, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1635, s0.acc: 94.4338, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2237, s1.loss_cls: 0.0778, s1.acc: 94.5721, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1104, s2.loss_cls: 0.0385, s2.acc: 94.5155, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0521, loss: 1.0789 +2024-03-11 14:06:18,040 - mmdet - INFO - Epoch [16][5950/7330] lr: 4.612e-06, eta: 2 days, 17:34:26, time: 1.626, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1667, s0.acc: 94.2485, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2365, s1.loss_cls: 0.0796, s1.acc: 94.3751, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1159, s2.loss_cls: 0.0399, s2.acc: 94.1933, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0539, loss: 1.1219 +2024-03-11 14:07:36,587 - mmdet - INFO - Epoch [16][6000/7330] lr: 4.612e-06, eta: 2 days, 17:33:05, time: 1.571, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1569, s0.acc: 94.5969, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2332, s1.loss_cls: 0.0754, s1.acc: 94.6698, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1148, s2.loss_cls: 0.0381, s2.acc: 94.4763, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0541, loss: 1.0912 +2024-03-11 14:08:53,526 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-11 14:08:53,527 - mmdet - INFO - Epoch [16][6050/7330] lr: 4.612e-06, eta: 2 days, 17:31:42, time: 1.539, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1677, s0.acc: 94.3054, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2301, s1.loss_cls: 0.0798, s1.acc: 94.4611, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1137, s2.loss_cls: 0.0401, s2.acc: 94.2790, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0534, loss: 1.1212 +2024-03-11 14:10:13,047 - mmdet - INFO - Epoch [16][6100/7330] lr: 4.612e-06, eta: 2 days, 17:30:21, time: 1.590, data_time: 0.223, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1684, s0.acc: 94.2073, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2321, s1.loss_cls: 0.0802, s1.acc: 94.4063, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1138, s2.loss_cls: 0.0400, s2.acc: 94.2687, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0534, loss: 1.1246 +2024-03-11 14:11:29,508 - mmdet - INFO - Epoch [16][6150/7330] lr: 4.612e-06, eta: 2 days, 17:28:58, time: 1.530, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1544, s0.acc: 94.7339, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2233, s1.loss_cls: 0.0737, s1.acc: 94.9192, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1110, s2.loss_cls: 0.0370, s2.acc: 94.7009, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0526, loss: 1.0624 +2024-03-11 14:12:49,870 - mmdet - INFO - Epoch [16][6200/7330] lr: 4.612e-06, eta: 2 days, 17:27:39, time: 1.607, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1666, s0.acc: 94.3408, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2307, s1.loss_cls: 0.0797, s1.acc: 94.4693, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1128, s2.loss_cls: 0.0397, s2.acc: 94.3096, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0528, loss: 1.1097 +2024-03-11 14:14:05,783 - mmdet - INFO - Epoch [16][6250/7330] lr: 4.612e-06, eta: 2 days, 17:26:14, time: 1.518, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1626, s0.acc: 94.3799, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2281, s1.loss_cls: 0.0766, s1.acc: 94.4986, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1117, s2.loss_cls: 0.0383, s2.acc: 94.3952, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0525, loss: 1.0949 +2024-03-11 14:15:26,547 - mmdet - INFO - Epoch [16][6300/7330] lr: 4.612e-06, eta: 2 days, 17:24:55, time: 1.615, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1636, s0.acc: 94.4412, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2301, s1.loss_cls: 0.0774, s1.acc: 94.4960, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1127, s2.loss_cls: 0.0383, s2.acc: 94.4163, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0529, loss: 1.0972 +2024-03-11 14:16:43,651 - mmdet - INFO - Epoch [16][6350/7330] lr: 4.612e-06, eta: 2 days, 17:23:32, time: 1.542, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1581, s0.acc: 94.5759, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2321, s1.loss_cls: 0.0757, s1.acc: 94.6250, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1142, s2.loss_cls: 0.0372, s2.acc: 94.5369, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0537, loss: 1.0803 +2024-03-11 14:18:04,316 - mmdet - INFO - Epoch [16][6400/7330] lr: 4.612e-06, eta: 2 days, 17:22:14, time: 1.614, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1621, s0.acc: 94.4453, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2261, s1.loss_cls: 0.0770, s1.acc: 94.5409, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1112, s2.loss_cls: 0.0379, s2.acc: 94.4616, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0525, loss: 1.0821 +2024-03-11 14:19:22,667 - mmdet - INFO - Epoch [16][6450/7330] lr: 4.612e-06, eta: 2 days, 17:20:52, time: 1.567, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1600, s0.acc: 94.6260, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2323, s1.loss_cls: 0.0752, s1.acc: 94.7808, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1133, s2.loss_cls: 0.0373, s2.acc: 94.5803, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0529, loss: 1.0843 +2024-03-11 14:20:46,501 - mmdet - INFO - Epoch [16][6500/7330] lr: 4.612e-06, eta: 2 days, 17:19:38, time: 1.677, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1607, s0.acc: 94.4360, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2297, s1.loss_cls: 0.0766, s1.acc: 94.4944, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1138, s2.loss_cls: 0.0381, s2.acc: 94.4449, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0534, loss: 1.0974 +2024-03-11 14:22:07,899 - mmdet - INFO - Epoch [16][6550/7330] lr: 4.612e-06, eta: 2 days, 17:18:20, time: 1.627, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1672, s0.acc: 94.1196, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2304, s1.loss_cls: 0.0800, s1.acc: 94.2193, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1137, s2.loss_cls: 0.0394, s2.acc: 94.2332, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0537, loss: 1.1159 +2024-03-11 14:23:25,010 - mmdet - INFO - Epoch [16][6600/7330] lr: 4.612e-06, eta: 2 days, 17:16:57, time: 1.543, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1565, s0.acc: 94.5940, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2250, s1.loss_cls: 0.0735, s1.acc: 94.7822, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1101, s2.loss_cls: 0.0363, s2.acc: 94.7396, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0519, loss: 1.0567 +2024-03-11 14:24:44,029 - mmdet - INFO - Epoch [16][6650/7330] lr: 4.612e-06, eta: 2 days, 17:15:36, time: 1.580, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1817, s0.acc: 93.8708, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2330, s1.loss_cls: 0.0861, s1.acc: 94.0175, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1154, s2.loss_cls: 0.0422, s2.acc: 93.9146, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0543, loss: 1.1544 +2024-03-11 14:26:03,698 - mmdet - INFO - Epoch [16][6700/7330] lr: 4.612e-06, eta: 2 days, 17:14:16, time: 1.593, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1663, s0.acc: 94.3291, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2348, s1.loss_cls: 0.0794, s1.acc: 94.4669, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1140, s2.loss_cls: 0.0393, s2.acc: 94.4791, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0532, loss: 1.1195 +2024-03-11 14:27:24,925 - mmdet - INFO - Epoch [16][6750/7330] lr: 4.612e-06, eta: 2 days, 17:12:58, time: 1.625, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1737, s0.acc: 94.1384, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2291, s1.loss_cls: 0.0836, s1.acc: 94.1748, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1123, s2.loss_cls: 0.0410, s2.acc: 94.1378, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0527, loss: 1.1260 +2024-03-11 14:28:41,126 - mmdet - INFO - Epoch [16][6800/7330] lr: 4.612e-06, eta: 2 days, 17:11:34, time: 1.524, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1692, s0.acc: 94.1992, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2299, s1.loss_cls: 0.0801, s1.acc: 94.3541, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1133, s2.loss_cls: 0.0399, s2.acc: 94.1979, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0536, loss: 1.1213 +2024-03-11 14:30:00,132 - mmdet - INFO - Epoch [16][6850/7330] lr: 4.612e-06, eta: 2 days, 17:10:13, time: 1.580, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1720, s0.acc: 94.2100, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2307, s1.loss_cls: 0.0824, s1.acc: 94.2831, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1141, s2.loss_cls: 0.0407, s2.acc: 94.2171, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0534, loss: 1.1237 +2024-03-11 14:31:19,945 - mmdet - INFO - Epoch [16][6900/7330] lr: 4.612e-06, eta: 2 days, 17:08:54, time: 1.596, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1668, s0.acc: 94.3157, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2328, s1.loss_cls: 0.0790, s1.acc: 94.4631, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1143, s2.loss_cls: 0.0391, s2.acc: 94.3864, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0535, loss: 1.1161 +2024-03-11 14:32:41,438 - mmdet - INFO - Epoch [16][6950/7330] lr: 4.612e-06, eta: 2 days, 17:07:36, time: 1.630, data_time: 0.242, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1695, s0.acc: 94.1929, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2346, s1.loss_cls: 0.0813, s1.acc: 94.2242, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1153, s2.loss_cls: 0.0403, s2.acc: 94.1502, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0544, loss: 1.1242 +2024-03-11 14:34:01,620 - mmdet - INFO - Epoch [16][7000/7330] lr: 4.612e-06, eta: 2 days, 17:06:17, time: 1.604, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1650, s0.acc: 94.3091, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2343, s1.loss_cls: 0.0780, s1.acc: 94.4581, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1137, s2.loss_cls: 0.0386, s2.acc: 94.3391, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0534, loss: 1.1163 +2024-03-11 14:35:21,120 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-11 14:35:21,121 - mmdet - INFO - Epoch [16][7050/7330] lr: 4.612e-06, eta: 2 days, 17:04:57, time: 1.590, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1609, s0.acc: 94.5029, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2290, s1.loss_cls: 0.0764, s1.acc: 94.7034, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1120, s2.loss_cls: 0.0381, s2.acc: 94.5097, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0528, loss: 1.0851 +2024-03-11 14:36:37,213 - mmdet - INFO - Epoch [16][7100/7330] lr: 4.612e-06, eta: 2 days, 17:03:32, time: 1.522, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1561, s0.acc: 94.6018, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2253, s1.loss_cls: 0.0753, s1.acc: 94.6842, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1108, s2.loss_cls: 0.0368, s2.acc: 94.6127, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0517, loss: 1.0613 +2024-03-11 14:37:58,111 - mmdet - INFO - Epoch [16][7150/7330] lr: 4.612e-06, eta: 2 days, 17:02:14, time: 1.618, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1622, s0.acc: 94.2996, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2297, s1.loss_cls: 0.0780, s1.acc: 94.3910, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1126, s2.loss_cls: 0.0384, s2.acc: 94.2846, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0534, loss: 1.1045 +2024-03-11 14:39:23,890 - mmdet - INFO - Epoch [16][7200/7330] lr: 4.612e-06, eta: 2 days, 17:01:02, time: 1.716, data_time: 0.196, memory: 23149, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1620, s0.acc: 94.3362, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2366, s1.loss_cls: 0.0760, s1.acc: 94.5219, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1156, s2.loss_cls: 0.0382, s2.acc: 94.3123, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0545, loss: 1.1165 +2024-03-11 14:40:42,818 - mmdet - INFO - Epoch [16][7250/7330] lr: 4.612e-06, eta: 2 days, 16:59:41, time: 1.579, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1696, s0.acc: 94.2434, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2347, s1.loss_cls: 0.0808, s1.acc: 94.3967, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1150, s2.loss_cls: 0.0401, s2.acc: 94.2525, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0539, loss: 1.1161 +2024-03-11 14:41:59,995 - mmdet - INFO - Epoch [16][7300/7330] lr: 4.612e-06, eta: 2 days, 16:58:18, time: 1.543, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1622, s0.acc: 94.4048, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2324, s1.loss_cls: 0.0776, s1.acc: 94.4148, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1139, s2.loss_cls: 0.0384, s2.acc: 94.3359, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0538, loss: 1.1046 +2024-03-11 14:42:44,154 - mmdet - INFO - Saving checkpoint at 16 epochs +2024-03-11 14:49:43,727 - mmdet - INFO - Evaluating bbox... +2024-03-11 14:50:19,197 - 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 ] = 0.671 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.527 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.318 + 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 ] = 0.621 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.626 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.626 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.626 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.444 + 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 ] = 0.761 + +2024-03-11 14:50:19,197 - mmdet - INFO - Evaluating segm... +2024-03-11 14:50:56,194 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.422 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.646 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.457 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.237 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.456 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.590 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.549 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.549 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.549 + 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 ] = 0.591 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.694 + +2024-03-11 14:50:56,797 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-11 14:50:56,799 - mmdet - INFO - Epoch(val) [16][1250] bbox_mAP: 0.4850, bbox_mAP_50: 0.6710, bbox_mAP_75: 0.5270, bbox_mAP_s: 0.3180, bbox_mAP_m: 0.5250, bbox_mAP_l: 0.6210, bbox_mAP_copypaste: 0.485 0.671 0.527 0.318 0.525 0.621, segm_mAP: 0.4220, segm_mAP_50: 0.6460, segm_mAP_75: 0.4570, segm_mAP_s: 0.2370, segm_mAP_m: 0.4560, segm_mAP_l: 0.5900, segm_mAP_copypaste: 0.422 0.646 0.457 0.237 0.456 0.590 +2024-03-11 14:52:17,688 - mmdet - INFO - Epoch [17][50/7330] lr: 4.612e-06, eta: 2 days, 16:55:12, time: 1.617, data_time: 0.230, memory: 23149, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1474, s0.acc: 94.8960, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2256, s1.loss_cls: 0.0693, s1.acc: 95.0613, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1111, s2.loss_cls: 0.0349, s2.acc: 94.9416, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0524, loss: 1.0391 +2024-03-11 14:53:37,958 - mmdet - INFO - Epoch [17][100/7330] lr: 4.612e-06, eta: 2 days, 16:53:53, time: 1.605, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1613, s0.acc: 94.5171, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2322, s1.loss_cls: 0.0769, s1.acc: 94.6297, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1136, s2.loss_cls: 0.0380, s2.acc: 94.5096, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0533, loss: 1.0970 +2024-03-11 14:54:53,030 - mmdet - INFO - Epoch [17][150/7330] lr: 4.612e-06, eta: 2 days, 16:52:27, time: 1.501, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1560, s0.acc: 94.5195, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2325, s1.loss_cls: 0.0734, s1.acc: 94.6890, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1146, s2.loss_cls: 0.0364, s2.acc: 94.5811, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0536, loss: 1.0859 +2024-03-11 14:56:15,247 - mmdet - INFO - Epoch [17][200/7330] lr: 4.612e-06, eta: 2 days, 16:51:11, time: 1.644, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1527, s0.acc: 94.6296, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2271, s1.loss_cls: 0.0720, s1.acc: 94.8115, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1119, s2.loss_cls: 0.0360, s2.acc: 94.7550, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0529, loss: 1.0631 +2024-03-11 14:57:33,906 - mmdet - INFO - Epoch [17][250/7330] lr: 4.612e-06, eta: 2 days, 16:49:50, time: 1.573, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1521, s0.acc: 94.7258, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2311, s1.loss_cls: 0.0730, s1.acc: 94.7520, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1145, s2.loss_cls: 0.0365, s2.acc: 94.5915, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0541, loss: 1.0795 +2024-03-11 14:59:01,001 - mmdet - INFO - Epoch [17][300/7330] lr: 4.612e-06, eta: 2 days, 16:48:39, time: 1.742, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1603, s0.acc: 94.4399, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2261, s1.loss_cls: 0.0751, s1.acc: 94.6789, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1108, s2.loss_cls: 0.0374, s2.acc: 94.5187, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0522, loss: 1.0982 +2024-03-11 15:00:20,068 - mmdet - INFO - Epoch [17][350/7330] lr: 4.612e-06, eta: 2 days, 16:47:18, time: 1.581, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1638, s0.acc: 94.3850, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2276, s1.loss_cls: 0.0781, s1.acc: 94.5505, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1116, s2.loss_cls: 0.0391, s2.acc: 94.3502, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0526, loss: 1.0956 +2024-03-11 15:01:39,042 - mmdet - INFO - Epoch [17][400/7330] lr: 4.612e-06, eta: 2 days, 16:45:58, time: 1.580, data_time: 0.121, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1561, s0.acc: 94.5317, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2278, s1.loss_cls: 0.0734, s1.acc: 94.7004, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1122, s2.loss_cls: 0.0368, s2.acc: 94.5829, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0526, loss: 1.0733 +2024-03-11 15:03:00,387 - mmdet - INFO - Epoch [17][450/7330] lr: 4.612e-06, eta: 2 days, 16:44:40, time: 1.627, data_time: 0.217, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1598, s0.acc: 94.4490, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2331, s1.loss_cls: 0.0759, s1.acc: 94.6522, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1139, s2.loss_cls: 0.0376, s2.acc: 94.5503, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0530, loss: 1.0965 +2024-03-11 15:04:20,645 - mmdet - INFO - Epoch [17][500/7330] lr: 4.612e-06, eta: 2 days, 16:43:21, time: 1.605, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1470, s0.acc: 94.8989, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2255, s1.loss_cls: 0.0696, s1.acc: 95.0785, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1120, s2.loss_cls: 0.0346, s2.acc: 94.9431, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0532, loss: 1.0527 +2024-03-11 15:05:40,143 - mmdet - INFO - Epoch [17][550/7330] lr: 4.612e-06, eta: 2 days, 16:42:01, time: 1.590, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1523, s0.acc: 94.6692, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2298, s1.loss_cls: 0.0728, s1.acc: 94.8532, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1128, s2.loss_cls: 0.0361, s2.acc: 94.7939, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0534, loss: 1.0628 +2024-03-11 15:07:01,162 - mmdet - INFO - Epoch [17][600/7330] lr: 4.612e-06, eta: 2 days, 16:40:43, time: 1.620, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1570, s0.acc: 94.5679, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2276, s1.loss_cls: 0.0751, s1.acc: 94.6876, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1126, s2.loss_cls: 0.0370, s2.acc: 94.6474, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0532, loss: 1.0765 +2024-03-11 15:08:22,160 - mmdet - INFO - Epoch [17][650/7330] lr: 4.612e-06, eta: 2 days, 16:39:25, time: 1.620, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1573, s0.acc: 94.5071, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2274, s1.loss_cls: 0.0747, s1.acc: 94.6624, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1123, s2.loss_cls: 0.0375, s2.acc: 94.4573, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0529, loss: 1.0775 +2024-03-11 15:09:44,967 - mmdet - INFO - Epoch [17][700/7330] lr: 4.612e-06, eta: 2 days, 16:38:09, time: 1.656, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1533, s0.acc: 94.6338, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2269, s1.loss_cls: 0.0721, s1.acc: 94.7768, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1106, s2.loss_cls: 0.0356, s2.acc: 94.7723, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0518, loss: 1.0563 +2024-03-11 15:11:05,288 - mmdet - INFO - Epoch [17][750/7330] lr: 4.612e-06, eta: 2 days, 16:36:50, time: 1.606, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1722, s0.acc: 94.1509, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2321, s1.loss_cls: 0.0815, s1.acc: 94.3392, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1133, s2.loss_cls: 0.0406, s2.acc: 94.1320, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0532, loss: 1.1226 +2024-03-11 15:12:27,604 - mmdet - INFO - Epoch [17][800/7330] lr: 4.612e-06, eta: 2 days, 16:35:33, time: 1.646, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1595, s0.acc: 94.4653, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2282, s1.loss_cls: 0.0761, s1.acc: 94.6260, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1114, s2.loss_cls: 0.0374, s2.acc: 94.5165, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0524, loss: 1.0840 +2024-03-11 15:13:51,281 - mmdet - INFO - Epoch [17][850/7330] lr: 4.612e-06, eta: 2 days, 16:34:18, time: 1.674, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1578, s0.acc: 94.5054, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2285, s1.loss_cls: 0.0741, s1.acc: 94.6359, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1132, s2.loss_cls: 0.0368, s2.acc: 94.4976, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0535, loss: 1.0887 +2024-03-11 15:15:13,679 - mmdet - INFO - Epoch [17][900/7330] lr: 4.612e-06, eta: 2 days, 16:33:02, time: 1.648, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1583, s0.acc: 94.4543, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2267, s1.loss_cls: 0.0747, s1.acc: 94.5961, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1119, s2.loss_cls: 0.0369, s2.acc: 94.5170, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0530, loss: 1.0858 +2024-03-11 15:16:34,420 - mmdet - INFO - Epoch [17][950/7330] lr: 4.612e-06, eta: 2 days, 16:31:43, time: 1.615, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1614, s0.acc: 94.4121, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2300, s1.loss_cls: 0.0768, s1.acc: 94.5047, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1131, s2.loss_cls: 0.0380, s2.acc: 94.4318, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0530, loss: 1.0969 +2024-03-11 15:17:59,272 - mmdet - INFO - Epoch [17][1000/7330] lr: 4.612e-06, eta: 2 days, 16:30:30, time: 1.697, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1536, s0.acc: 94.6990, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2238, s1.loss_cls: 0.0726, s1.acc: 94.8437, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1105, s2.loss_cls: 0.0362, s2.acc: 94.7004, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0522, loss: 1.0591 +2024-03-11 15:19:22,362 - mmdet - INFO - Epoch [17][1050/7330] lr: 4.612e-06, eta: 2 days, 16:29:14, time: 1.662, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1670, s0.acc: 94.1448, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2321, s1.loss_cls: 0.0800, s1.acc: 94.2923, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1157, s2.loss_cls: 0.0396, s2.acc: 94.1230, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0543, loss: 1.1366 +2024-03-11 15:20:44,822 - mmdet - INFO - Epoch [17][1100/7330] lr: 4.612e-06, eta: 2 days, 16:27:58, time: 1.649, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1557, s0.acc: 94.6003, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2313, s1.loss_cls: 0.0736, s1.acc: 94.7802, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1135, s2.loss_cls: 0.0364, s2.acc: 94.6991, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0528, loss: 1.0882 +2024-03-11 15:22:07,653 - mmdet - INFO - Epoch [17][1150/7330] lr: 4.612e-06, eta: 2 days, 16:26:42, time: 1.657, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1648, s0.acc: 94.3752, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2318, s1.loss_cls: 0.0776, s1.acc: 94.5152, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1150, s2.loss_cls: 0.0382, s2.acc: 94.4565, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0539, loss: 1.1063 +2024-03-11 15:23:31,349 - mmdet - INFO - Epoch [17][1200/7330] lr: 4.612e-06, eta: 2 days, 16:25:27, time: 1.674, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1532, s0.acc: 94.7314, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2297, s1.loss_cls: 0.0725, s1.acc: 94.8652, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1138, s2.loss_cls: 0.0362, s2.acc: 94.7485, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0534, loss: 1.0691 +2024-03-11 15:24:49,191 - mmdet - INFO - Epoch [17][1250/7330] lr: 4.612e-06, eta: 2 days, 16:24:05, time: 1.556, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1541, s0.acc: 94.6904, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2332, s1.loss_cls: 0.0730, s1.acc: 94.8765, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1162, s2.loss_cls: 0.0367, s2.acc: 94.6260, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0550, loss: 1.0861 +2024-03-11 15:26:12,973 - mmdet - INFO - Epoch [17][1300/7330] lr: 4.612e-06, eta: 2 days, 16:22:50, time: 1.676, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1710, s0.acc: 94.2073, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2352, s1.loss_cls: 0.0803, s1.acc: 94.3701, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1155, s2.loss_cls: 0.0397, s2.acc: 94.2025, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0543, loss: 1.1383 +2024-03-11 15:27:32,356 - mmdet - INFO - Epoch [17][1350/7330] lr: 4.612e-06, eta: 2 days, 16:21:30, time: 1.588, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1532, s0.acc: 94.7200, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2231, s1.loss_cls: 0.0729, s1.acc: 94.8048, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1103, s2.loss_cls: 0.0364, s2.acc: 94.7679, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0519, loss: 1.0462 +2024-03-11 15:28:50,026 - mmdet - INFO - Epoch [17][1400/7330] lr: 4.612e-06, eta: 2 days, 16:20:07, time: 1.553, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1605, s0.acc: 94.5669, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2237, s1.loss_cls: 0.0760, s1.acc: 94.7094, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1109, s2.loss_cls: 0.0374, s2.acc: 94.5993, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0521, loss: 1.0806 +2024-03-11 15:30:14,375 - mmdet - INFO - Epoch [17][1450/7330] lr: 4.612e-06, eta: 2 days, 16:18:53, time: 1.687, data_time: 0.248, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1574, s0.acc: 94.4700, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2295, s1.loss_cls: 0.0748, s1.acc: 94.5944, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1129, s2.loss_cls: 0.0374, s2.acc: 94.4763, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0532, loss: 1.0999 +2024-03-11 15:31:33,412 - mmdet - INFO - Epoch [17][1500/7330] lr: 4.612e-06, eta: 2 days, 16:17:32, time: 1.581, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1534, s0.acc: 94.6770, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2312, s1.loss_cls: 0.0722, s1.acc: 94.9014, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1128, s2.loss_cls: 0.0362, s2.acc: 94.7612, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0535, loss: 1.0708 +2024-03-11 15:32:55,588 - mmdet - INFO - Epoch [17][1550/7330] lr: 4.612e-06, eta: 2 days, 16:16:16, time: 1.644, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1568, s0.acc: 94.7517, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2269, s1.loss_cls: 0.0737, s1.acc: 94.9362, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1109, s2.loss_cls: 0.0363, s2.acc: 94.8336, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0522, loss: 1.0636 +2024-03-11 15:34:09,386 - mmdet - INFO - Epoch [17][1600/7330] lr: 4.612e-06, eta: 2 days, 16:14:49, time: 1.476, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1679, s0.acc: 94.2954, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2346, s1.loss_cls: 0.0799, s1.acc: 94.4570, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1152, s2.loss_cls: 0.0394, s2.acc: 94.3633, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0537, loss: 1.1264 +2024-03-11 15:35:27,152 - mmdet - INFO - Epoch [17][1650/7330] lr: 4.612e-06, eta: 2 days, 16:13:26, time: 1.555, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1619, s0.acc: 94.3953, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2261, s1.loss_cls: 0.0767, s1.acc: 94.5423, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1130, s2.loss_cls: 0.0382, s2.acc: 94.4161, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0534, loss: 1.0838 +2024-03-11 15:36:43,204 - mmdet - INFO - Epoch [17][1700/7330] lr: 4.612e-06, eta: 2 days, 16:12:02, time: 1.521, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1580, s0.acc: 94.6672, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2253, s1.loss_cls: 0.0741, s1.acc: 94.8763, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1106, s2.loss_cls: 0.0363, s2.acc: 94.7691, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0522, loss: 1.0665 +2024-03-11 15:38:02,530 - mmdet - INFO - Epoch [17][1750/7330] lr: 4.612e-06, eta: 2 days, 16:10:42, time: 1.587, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1637, s0.acc: 94.3018, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2370, s1.loss_cls: 0.0764, s1.acc: 94.5283, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1160, s2.loss_cls: 0.0384, s2.acc: 94.2960, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0542, loss: 1.1292 +2024-03-11 15:39:21,437 - mmdet - INFO - Epoch [17][1800/7330] lr: 4.612e-06, eta: 2 days, 16:09:21, time: 1.578, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1535, s0.acc: 94.7742, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2292, s1.loss_cls: 0.0733, s1.acc: 94.8580, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1132, s2.loss_cls: 0.0362, s2.acc: 94.7306, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0535, loss: 1.0598 +2024-03-11 15:40:40,681 - mmdet - INFO - Epoch [17][1850/7330] lr: 4.612e-06, eta: 2 days, 16:08:01, time: 1.585, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1555, s0.acc: 94.5771, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2289, s1.loss_cls: 0.0742, s1.acc: 94.6367, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1127, s2.loss_cls: 0.0370, s2.acc: 94.5584, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0531, loss: 1.0753 +2024-03-11 15:41:59,991 - mmdet - INFO - Epoch [17][1900/7330] lr: 4.612e-06, eta: 2 days, 16:06:40, time: 1.586, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1598, s0.acc: 94.5139, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2270, s1.loss_cls: 0.0759, s1.acc: 94.6447, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1109, s2.loss_cls: 0.0374, s2.acc: 94.5624, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0519, loss: 1.0775 +2024-03-11 15:43:23,629 - mmdet - INFO - Epoch [17][1950/7330] lr: 4.612e-06, eta: 2 days, 16:05:25, time: 1.673, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1542, s0.acc: 94.7820, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2266, s1.loss_cls: 0.0722, s1.acc: 94.9846, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1106, s2.loss_cls: 0.0358, s2.acc: 94.8779, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0525, loss: 1.0564 +2024-03-11 15:44:40,749 - mmdet - INFO - Epoch [17][2000/7330] lr: 4.612e-06, eta: 2 days, 16:04:03, time: 1.542, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1592, s0.acc: 94.4141, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2326, s1.loss_cls: 0.0755, s1.acc: 94.5337, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1135, s2.loss_cls: 0.0373, s2.acc: 94.4262, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0536, loss: 1.0935 +2024-03-11 15:46:00,701 - mmdet - INFO - Epoch [17][2050/7330] lr: 4.612e-06, eta: 2 days, 16:02:43, time: 1.599, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1630, s0.acc: 94.4255, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2275, s1.loss_cls: 0.0772, s1.acc: 94.5892, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1120, s2.loss_cls: 0.0384, s2.acc: 94.4970, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0523, loss: 1.0866 +2024-03-11 15:47:18,242 - mmdet - INFO - Epoch [17][2100/7330] lr: 4.612e-06, eta: 2 days, 16:01:21, time: 1.551, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1683, s0.acc: 94.2070, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2326, s1.loss_cls: 0.0796, s1.acc: 94.3985, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1131, s2.loss_cls: 0.0394, s2.acc: 94.3647, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0531, loss: 1.1198 +2024-03-11 15:48:40,692 - mmdet - INFO - Epoch [17][2150/7330] lr: 4.612e-06, eta: 2 days, 16:00:04, time: 1.649, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1569, s0.acc: 94.6145, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2254, s1.loss_cls: 0.0740, s1.acc: 94.7469, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1116, s2.loss_cls: 0.0366, s2.acc: 94.7454, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0520, loss: 1.0731 +2024-03-11 15:50:01,134 - mmdet - INFO - Epoch [17][2200/7330] lr: 4.612e-06, eta: 2 days, 15:58:45, time: 1.609, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1647, s0.acc: 94.3103, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2266, s1.loss_cls: 0.0767, s1.acc: 94.5909, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1112, s2.loss_cls: 0.0381, s2.acc: 94.4633, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0526, loss: 1.1003 +2024-03-11 15:51:19,887 - mmdet - INFO - Epoch [17][2250/7330] lr: 4.612e-06, eta: 2 days, 15:57:24, time: 1.575, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1454, s0.acc: 94.9944, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2253, s1.loss_cls: 0.0682, s1.acc: 95.1762, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1112, s2.loss_cls: 0.0338, s2.acc: 95.0746, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0524, loss: 1.0286 +2024-03-11 15:52:35,731 - mmdet - INFO - Epoch [17][2300/7330] lr: 4.612e-06, eta: 2 days, 15:56:00, time: 1.516, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1500, s0.acc: 94.8994, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2316, s1.loss_cls: 0.0718, s1.acc: 94.9444, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1144, s2.loss_cls: 0.0361, s2.acc: 94.7972, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0542, loss: 1.0613 +2024-03-11 15:53:52,011 - mmdet - INFO - Epoch [17][2350/7330] lr: 4.612e-06, eta: 2 days, 15:54:36, time: 1.526, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1560, s0.acc: 94.5359, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2357, s1.loss_cls: 0.0744, s1.acc: 94.6542, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1157, s2.loss_cls: 0.0370, s2.acc: 94.5405, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0545, loss: 1.0902 +2024-03-11 15:55:10,131 - mmdet - INFO - Epoch [17][2400/7330] lr: 4.612e-06, eta: 2 days, 15:53:14, time: 1.562, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1576, s0.acc: 94.5146, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2312, s1.loss_cls: 0.0729, s1.acc: 94.7806, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1141, s2.loss_cls: 0.0360, s2.acc: 94.6316, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0539, loss: 1.0929 +2024-03-11 15:56:29,070 - mmdet - INFO - Epoch [17][2450/7330] lr: 4.612e-06, eta: 2 days, 15:51:53, time: 1.579, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1551, s0.acc: 94.6941, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2286, s1.loss_cls: 0.0731, s1.acc: 94.8466, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1119, s2.loss_cls: 0.0360, s2.acc: 94.7205, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0522, loss: 1.0699 +2024-03-11 15:57:43,491 - mmdet - INFO - Epoch [17][2500/7330] lr: 4.612e-06, eta: 2 days, 15:50:27, time: 1.488, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1592, s0.acc: 94.4470, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2272, s1.loss_cls: 0.0749, s1.acc: 94.5986, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1118, s2.loss_cls: 0.0365, s2.acc: 94.5403, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0524, loss: 1.0850 +2024-03-11 15:59:04,228 - mmdet - INFO - Epoch [17][2550/7330] lr: 4.612e-06, eta: 2 days, 15:49:09, time: 1.615, data_time: 0.212, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1507, s0.acc: 94.7839, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2233, s1.loss_cls: 0.0712, s1.acc: 94.9976, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1098, s2.loss_cls: 0.0350, s2.acc: 94.9565, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0517, loss: 1.0354 +2024-03-11 16:00:24,230 - mmdet - INFO - Epoch [17][2600/7330] lr: 4.612e-06, eta: 2 days, 15:47:49, time: 1.600, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1580, s0.acc: 94.4636, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2321, s1.loss_cls: 0.0750, s1.acc: 94.5533, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1140, s2.loss_cls: 0.0370, s2.acc: 94.4659, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0538, loss: 1.1092 +2024-03-11 16:01:47,670 - mmdet - INFO - Epoch [17][2650/7330] lr: 4.612e-06, eta: 2 days, 15:46:34, time: 1.669, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1557, s0.acc: 94.5732, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2318, s1.loss_cls: 0.0733, s1.acc: 94.7491, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1133, s2.loss_cls: 0.0368, s2.acc: 94.5557, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0534, loss: 1.0861 +2024-03-11 16:03:05,325 - mmdet - INFO - Epoch [17][2700/7330] lr: 4.612e-06, eta: 2 days, 15:45:12, time: 1.553, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1488, s0.acc: 95.0122, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2212, s1.loss_cls: 0.0708, s1.acc: 95.0941, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1095, s2.loss_cls: 0.0348, s2.acc: 94.9125, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0514, loss: 1.0249 +2024-03-11 16:04:24,719 - mmdet - INFO - Epoch [17][2750/7330] lr: 4.612e-06, eta: 2 days, 15:43:51, time: 1.588, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1580, s0.acc: 94.6638, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2318, s1.loss_cls: 0.0737, s1.acc: 94.8863, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1129, s2.loss_cls: 0.0363, s2.acc: 94.8794, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0530, loss: 1.0829 +2024-03-11 16:05:41,475 - mmdet - INFO - Epoch [17][2800/7330] lr: 4.612e-06, eta: 2 days, 15:42:28, time: 1.535, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1455, s0.acc: 94.9827, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2229, s1.loss_cls: 0.0671, s1.acc: 95.2765, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1113, s2.loss_cls: 0.0328, s2.acc: 95.2688, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0526, loss: 1.0283 +2024-03-11 16:07:02,684 - mmdet - INFO - Epoch [17][2850/7330] lr: 4.612e-06, eta: 2 days, 15:41:10, time: 1.624, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1491, s0.acc: 94.7041, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2303, s1.loss_cls: 0.0704, s1.acc: 94.8739, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1140, s2.loss_cls: 0.0350, s2.acc: 94.7690, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0535, loss: 1.0646 +2024-03-11 16:08:20,213 - mmdet - INFO - Epoch [17][2900/7330] lr: 4.612e-06, eta: 2 days, 15:39:48, time: 1.551, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1509, s0.acc: 94.7568, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2289, s1.loss_cls: 0.0720, s1.acc: 94.8560, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1128, s2.loss_cls: 0.0358, s2.acc: 94.8320, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0531, loss: 1.0646 +2024-03-11 16:09:38,544 - mmdet - INFO - Epoch [17][2950/7330] lr: 4.612e-06, eta: 2 days, 15:38:26, time: 1.567, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1554, s0.acc: 94.5383, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2307, s1.loss_cls: 0.0725, s1.acc: 94.7896, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1119, s2.loss_cls: 0.0360, s2.acc: 94.6205, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0521, loss: 1.0823 +2024-03-11 16:10:59,467 - mmdet - INFO - Epoch [17][3000/7330] lr: 4.612e-06, eta: 2 days, 15:37:08, time: 1.618, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1559, s0.acc: 94.5349, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2261, s1.loss_cls: 0.0742, s1.acc: 94.6600, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1122, s2.loss_cls: 0.0370, s2.acc: 94.5524, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0529, loss: 1.0816 +2024-03-11 16:12:19,151 - mmdet - INFO - Epoch [17][3050/7330] lr: 4.612e-06, eta: 2 days, 15:35:48, time: 1.594, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1554, s0.acc: 94.5947, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2274, s1.loss_cls: 0.0735, s1.acc: 94.6574, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1122, s2.loss_cls: 0.0366, s2.acc: 94.5562, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0529, loss: 1.0778 +2024-03-11 16:13:41,231 - mmdet - INFO - Epoch [17][3100/7330] lr: 4.612e-06, eta: 2 days, 15:34:31, time: 1.642, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1518, s0.acc: 94.6006, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2236, s1.loss_cls: 0.0725, s1.acc: 94.7340, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1105, s2.loss_cls: 0.0364, s2.acc: 94.5549, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0522, loss: 1.0626 +2024-03-11 16:14:59,287 - mmdet - INFO - Epoch [17][3150/7330] lr: 4.612e-06, eta: 2 days, 15:33:09, time: 1.561, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1480, s0.acc: 94.8547, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2294, s1.loss_cls: 0.0694, s1.acc: 95.0304, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1124, s2.loss_cls: 0.0343, s2.acc: 94.9875, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0527, loss: 1.0510 +2024-03-11 16:16:19,181 - mmdet - INFO - Epoch [17][3200/7330] lr: 4.612e-06, eta: 2 days, 15:31:50, time: 1.598, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1514, s0.acc: 94.6855, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2321, s1.loss_cls: 0.0712, s1.acc: 94.9128, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1156, s2.loss_cls: 0.0355, s2.acc: 94.7097, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0547, loss: 1.0758 +2024-03-11 16:17:35,878 - mmdet - INFO - Epoch [17][3250/7330] lr: 4.612e-06, eta: 2 days, 15:30:26, time: 1.534, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1571, s0.acc: 94.5654, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2309, s1.loss_cls: 0.0727, s1.acc: 94.9036, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1142, s2.loss_cls: 0.0361, s2.acc: 94.7358, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0536, loss: 1.0803 +2024-03-11 16:18:55,774 - mmdet - INFO - Epoch [17][3300/7330] lr: 4.612e-06, eta: 2 days, 15:29:07, time: 1.598, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1553, s0.acc: 94.6907, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2289, s1.loss_cls: 0.0740, s1.acc: 94.8454, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1129, s2.loss_cls: 0.0369, s2.acc: 94.7202, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0530, loss: 1.0738 +2024-03-11 16:20:12,712 - mmdet - INFO - Epoch [17][3350/7330] lr: 4.612e-06, eta: 2 days, 15:27:44, time: 1.539, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1593, s0.acc: 94.6003, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2333, s1.loss_cls: 0.0752, s1.acc: 94.7567, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1141, s2.loss_cls: 0.0373, s2.acc: 94.7423, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0537, loss: 1.0863 +2024-03-11 16:21:31,589 - mmdet - INFO - Epoch [17][3400/7330] lr: 4.612e-06, eta: 2 days, 15:26:23, time: 1.578, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1628, s0.acc: 94.4109, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2324, s1.loss_cls: 0.0773, s1.acc: 94.6551, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1150, s2.loss_cls: 0.0385, s2.acc: 94.5077, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0542, loss: 1.1029 +2024-03-11 16:22:52,598 - mmdet - INFO - Epoch [17][3450/7330] lr: 4.612e-06, eta: 2 days, 15:25:05, time: 1.620, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1554, s0.acc: 94.6689, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2297, s1.loss_cls: 0.0736, s1.acc: 94.8065, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1136, s2.loss_cls: 0.0367, s2.acc: 94.6410, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0536, loss: 1.0712 +2024-03-11 16:24:11,409 - mmdet - INFO - Epoch [17][3500/7330] lr: 4.612e-06, eta: 2 days, 15:23:44, time: 1.576, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1493, s0.acc: 94.7373, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2279, s1.loss_cls: 0.0714, s1.acc: 94.8324, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1121, s2.loss_cls: 0.0357, s2.acc: 94.7337, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0531, loss: 1.0541 +2024-03-11 16:25:29,667 - mmdet - INFO - Epoch [17][3550/7330] lr: 4.612e-06, eta: 2 days, 15:22:22, time: 1.565, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1544, s0.acc: 94.6997, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2289, s1.loss_cls: 0.0728, s1.acc: 94.8843, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1126, s2.loss_cls: 0.0366, s2.acc: 94.6952, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0529, loss: 1.0721 +2024-03-11 16:26:45,982 - mmdet - INFO - Epoch [17][3600/7330] lr: 4.612e-06, eta: 2 days, 15:20:59, time: 1.526, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1553, s0.acc: 94.5930, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2270, s1.loss_cls: 0.0729, s1.acc: 94.8262, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1117, s2.loss_cls: 0.0366, s2.acc: 94.6014, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0529, loss: 1.0739 +2024-03-11 16:28:08,602 - mmdet - INFO - Epoch [17][3650/7330] lr: 4.612e-06, eta: 2 days, 15:19:42, time: 1.652, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1594, s0.acc: 94.6016, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2299, s1.loss_cls: 0.0749, s1.acc: 94.8210, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1125, s2.loss_cls: 0.0368, s2.acc: 94.6860, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0530, loss: 1.0720 +2024-03-11 16:29:33,088 - mmdet - INFO - Epoch [17][3700/7330] lr: 4.612e-06, eta: 2 days, 15:18:28, time: 1.690, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1506, s0.acc: 94.8201, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2250, s1.loss_cls: 0.0706, s1.acc: 94.9336, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1117, s2.loss_cls: 0.0345, s2.acc: 94.8687, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0526, loss: 1.0442 +2024-03-11 16:30:49,935 - mmdet - INFO - Epoch [17][3750/7330] lr: 4.612e-06, eta: 2 days, 15:17:05, time: 1.537, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1634, s0.acc: 94.2566, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2284, s1.loss_cls: 0.0785, s1.acc: 94.3355, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1125, s2.loss_cls: 0.0395, s2.acc: 94.1296, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0529, loss: 1.1089 +2024-03-11 16:32:13,162 - mmdet - INFO - Epoch [17][3800/7330] lr: 4.612e-06, eta: 2 days, 15:15:49, time: 1.664, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1561, s0.acc: 94.7075, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2229, s1.loss_cls: 0.0741, s1.acc: 94.8063, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1102, s2.loss_cls: 0.0368, s2.acc: 94.5198, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0517, loss: 1.0657 +2024-03-11 16:33:31,997 - mmdet - INFO - Epoch [17][3850/7330] lr: 4.612e-06, eta: 2 days, 15:14:29, time: 1.577, data_time: 0.116, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1612, s0.acc: 94.4160, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2288, s1.loss_cls: 0.0753, s1.acc: 94.6356, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1130, s2.loss_cls: 0.0373, s2.acc: 94.5461, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0533, loss: 1.1012 +2024-03-11 16:34:51,249 - mmdet - INFO - Epoch [17][3900/7330] lr: 4.612e-06, eta: 2 days, 15:13:08, time: 1.585, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1528, s0.acc: 94.7729, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2246, s1.loss_cls: 0.0712, s1.acc: 94.9879, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1107, s2.loss_cls: 0.0352, s2.acc: 94.8784, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0523, loss: 1.0548 +2024-03-11 16:36:05,983 - mmdet - INFO - Epoch [17][3950/7330] lr: 4.612e-06, eta: 2 days, 15:11:43, time: 1.495, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1542, s0.acc: 94.5864, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2308, s1.loss_cls: 0.0731, s1.acc: 94.7640, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1143, s2.loss_cls: 0.0365, s2.acc: 94.5663, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0536, loss: 1.0867 +2024-03-11 16:37:26,015 - mmdet - INFO - Epoch [17][4000/7330] lr: 4.612e-06, eta: 2 days, 15:10:23, time: 1.601, data_time: 0.195, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1564, s0.acc: 94.6184, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2367, s1.loss_cls: 0.0743, s1.acc: 94.6952, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1170, s2.loss_cls: 0.0371, s2.acc: 94.5387, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0546, loss: 1.0981 +2024-03-11 16:38:41,401 - mmdet - INFO - Epoch [17][4050/7330] lr: 4.612e-06, eta: 2 days, 15:08:58, time: 1.507, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1531, s0.acc: 94.7073, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2257, s1.loss_cls: 0.0726, s1.acc: 94.8393, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1110, s2.loss_cls: 0.0365, s2.acc: 94.6138, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0521, loss: 1.0667 +2024-03-11 16:39:58,524 - mmdet - INFO - Epoch [17][4100/7330] lr: 4.612e-06, eta: 2 days, 15:07:36, time: 1.543, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1629, s0.acc: 94.3298, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2314, s1.loss_cls: 0.0772, s1.acc: 94.5097, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1135, s2.loss_cls: 0.0381, s2.acc: 94.3986, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0535, loss: 1.1053 +2024-03-11 16:41:20,613 - mmdet - INFO - Epoch [17][4150/7330] lr: 4.612e-06, eta: 2 days, 15:06:19, time: 1.642, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1495, s0.acc: 94.8145, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2321, s1.loss_cls: 0.0698, s1.acc: 95.0898, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1134, s2.loss_cls: 0.0351, s2.acc: 94.9601, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0534, loss: 1.0628 +2024-03-11 16:42:38,916 - mmdet - INFO - Epoch [17][4200/7330] lr: 4.612e-06, eta: 2 days, 15:04:57, time: 1.566, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1625, s0.acc: 94.3965, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2293, s1.loss_cls: 0.0774, s1.acc: 94.5038, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1129, s2.loss_cls: 0.0381, s2.acc: 94.4359, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0531, loss: 1.1049 +2024-03-11 16:43:56,776 - mmdet - INFO - Epoch [17][4250/7330] lr: 4.612e-06, eta: 2 days, 15:03:35, time: 1.557, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1563, s0.acc: 94.5266, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2362, s1.loss_cls: 0.0743, s1.acc: 94.6672, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1153, s2.loss_cls: 0.0367, s2.acc: 94.6106, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0544, loss: 1.0778 +2024-03-11 16:45:12,215 - mmdet - INFO - Epoch [17][4300/7330] lr: 4.612e-06, eta: 2 days, 15:02:10, time: 1.509, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1580, s0.acc: 94.5835, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2293, s1.loss_cls: 0.0747, s1.acc: 94.7294, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1131, s2.loss_cls: 0.0371, s2.acc: 94.6414, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0530, loss: 1.0750 +2024-03-11 16:46:34,288 - mmdet - INFO - Epoch [17][4350/7330] lr: 4.612e-06, eta: 2 days, 15:00:53, time: 1.641, data_time: 0.198, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1543, s0.acc: 94.6675, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2340, s1.loss_cls: 0.0724, s1.acc: 94.8459, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1148, s2.loss_cls: 0.0355, s2.acc: 94.7701, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0537, loss: 1.0814 +2024-03-11 16:47:53,471 - mmdet - INFO - Epoch [17][4400/7330] lr: 4.612e-06, eta: 2 days, 14:59:33, time: 1.584, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1494, s0.acc: 94.8770, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2214, s1.loss_cls: 0.0703, s1.acc: 95.1017, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1098, s2.loss_cls: 0.0353, s2.acc: 94.9161, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0520, loss: 1.0402 +2024-03-11 16:49:13,672 - mmdet - INFO - Epoch [17][4450/7330] lr: 4.612e-06, eta: 2 days, 14:58:14, time: 1.604, data_time: 0.198, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1531, s0.acc: 94.5959, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2362, s1.loss_cls: 0.0722, s1.acc: 94.7527, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1168, s2.loss_cls: 0.0355, s2.acc: 94.7209, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0548, loss: 1.0878 +2024-03-11 16:50:29,446 - mmdet - INFO - Epoch [17][4500/7330] lr: 4.612e-06, eta: 2 days, 14:56:49, time: 1.515, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1500, s0.acc: 94.7205, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2306, s1.loss_cls: 0.0712, s1.acc: 94.8762, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1138, s2.loss_cls: 0.0353, s2.acc: 94.7972, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0537, loss: 1.0567 +2024-03-11 16:51:52,157 - mmdet - INFO - Epoch [17][4550/7330] lr: 4.612e-06, eta: 2 days, 14:55:33, time: 1.654, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1613, s0.acc: 94.3594, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2319, s1.loss_cls: 0.0761, s1.acc: 94.5030, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1144, s2.loss_cls: 0.0375, s2.acc: 94.4248, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0536, loss: 1.1065 +2024-03-11 16:53:13,227 - mmdet - INFO - Epoch [17][4600/7330] lr: 4.612e-06, eta: 2 days, 14:54:15, time: 1.621, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1547, s0.acc: 94.5938, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2336, s1.loss_cls: 0.0738, s1.acc: 94.6673, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1161, s2.loss_cls: 0.0370, s2.acc: 94.5259, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0547, loss: 1.0919 +2024-03-11 16:54:31,371 - mmdet - INFO - Epoch [17][4650/7330] lr: 4.612e-06, eta: 2 days, 14:52:53, time: 1.563, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1665, s0.acc: 94.2734, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2311, s1.loss_cls: 0.0785, s1.acc: 94.3842, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1139, s2.loss_cls: 0.0385, s2.acc: 94.4426, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0539, loss: 1.1110 +2024-03-11 16:55:46,508 - mmdet - INFO - Epoch [17][4700/7330] lr: 4.612e-06, eta: 2 days, 14:51:28, time: 1.503, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1414, s0.acc: 95.0566, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2265, s1.loss_cls: 0.0671, s1.acc: 95.2214, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1119, s2.loss_cls: 0.0336, s2.acc: 95.0090, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0529, loss: 1.0249 +2024-03-11 16:57:03,746 - mmdet - INFO - Epoch [17][4750/7330] lr: 4.612e-06, eta: 2 days, 14:50:06, time: 1.545, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1627, s0.acc: 94.3342, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2353, s1.loss_cls: 0.0770, s1.acc: 94.6287, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1167, s2.loss_cls: 0.0382, s2.acc: 94.5667, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0551, loss: 1.1137 +2024-03-11 16:58:23,970 - mmdet - INFO - Epoch [17][4800/7330] lr: 4.612e-06, eta: 2 days, 14:48:47, time: 1.604, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1614, s0.acc: 94.4382, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2332, s1.loss_cls: 0.0749, s1.acc: 94.6926, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1146, s2.loss_cls: 0.0369, s2.acc: 94.6527, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0536, loss: 1.1005 +2024-03-11 16:59:42,210 - mmdet - INFO - Epoch [17][4850/7330] lr: 4.612e-06, eta: 2 days, 14:47:25, time: 1.565, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1509, s0.acc: 94.8506, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2265, s1.loss_cls: 0.0712, s1.acc: 95.0172, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1120, s2.loss_cls: 0.0352, s2.acc: 94.8986, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0524, loss: 1.0484 +2024-03-11 17:01:03,502 - mmdet - INFO - Epoch [17][4900/7330] lr: 4.612e-06, eta: 2 days, 14:46:07, time: 1.626, data_time: 0.220, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1551, s0.acc: 94.6379, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2314, s1.loss_cls: 0.0739, s1.acc: 94.8026, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1148, s2.loss_cls: 0.0363, s2.acc: 94.6187, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0539, loss: 1.0843 +2024-03-11 17:02:23,675 - mmdet - INFO - Epoch [17][4950/7330] lr: 4.612e-06, eta: 2 days, 14:44:48, time: 1.603, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1636, s0.acc: 94.3625, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2329, s1.loss_cls: 0.0774, s1.acc: 94.5487, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1133, s2.loss_cls: 0.0381, s2.acc: 94.4820, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0533, loss: 1.1009 +2024-03-11 17:03:40,190 - mmdet - INFO - Epoch [17][5000/7330] lr: 4.612e-06, eta: 2 days, 14:43:24, time: 1.530, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1536, s0.acc: 94.6873, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2206, s1.loss_cls: 0.0717, s1.acc: 94.9209, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1089, s2.loss_cls: 0.0364, s2.acc: 94.6898, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0513, loss: 1.0585 +2024-03-11 17:05:05,066 - mmdet - INFO - Epoch [17][5050/7330] lr: 4.612e-06, eta: 2 days, 14:42:11, time: 1.698, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1590, s0.acc: 94.4648, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2257, s1.loss_cls: 0.0754, s1.acc: 94.5790, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1115, s2.loss_cls: 0.0376, s2.acc: 94.4329, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0525, loss: 1.0866 +2024-03-11 17:06:24,272 - mmdet - INFO - Epoch [17][5100/7330] lr: 4.612e-06, eta: 2 days, 14:40:50, time: 1.584, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1611, s0.acc: 94.3660, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2312, s1.loss_cls: 0.0754, s1.acc: 94.6493, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1139, s2.loss_cls: 0.0371, s2.acc: 94.5794, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0538, loss: 1.1054 +2024-03-11 17:07:44,339 - mmdet - INFO - Epoch [17][5150/7330] lr: 4.612e-06, eta: 2 days, 14:39:31, time: 1.601, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1690, s0.acc: 94.3215, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2319, s1.loss_cls: 0.0797, s1.acc: 94.4636, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1144, s2.loss_cls: 0.0401, s2.acc: 94.2563, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0538, loss: 1.1305 +2024-03-11 17:09:05,431 - mmdet - INFO - Epoch [17][5200/7330] lr: 4.612e-06, eta: 2 days, 14:38:13, time: 1.622, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1658, s0.acc: 94.3201, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2335, s1.loss_cls: 0.0786, s1.acc: 94.4458, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1146, s2.loss_cls: 0.0387, s2.acc: 94.4426, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0543, loss: 1.1178 +2024-03-11 17:10:24,322 - mmdet - INFO - Epoch [17][5250/7330] lr: 4.612e-06, eta: 2 days, 14:36:52, time: 1.578, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1481, s0.acc: 94.8425, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2282, s1.loss_cls: 0.0705, s1.acc: 95.0019, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1125, s2.loss_cls: 0.0354, s2.acc: 94.8278, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0529, loss: 1.0552 +2024-03-11 17:11:48,711 - mmdet - INFO - Epoch [17][5300/7330] lr: 4.612e-06, eta: 2 days, 14:35:38, time: 1.688, data_time: 0.206, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1529, s0.acc: 94.7034, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2314, s1.loss_cls: 0.0734, s1.acc: 94.8000, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1135, s2.loss_cls: 0.0365, s2.acc: 94.6741, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0529, loss: 1.0736 +2024-03-11 17:13:06,067 - mmdet - INFO - Epoch [17][5350/7330] lr: 4.612e-06, eta: 2 days, 14:34:15, time: 1.547, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1583, s0.acc: 94.4973, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2326, s1.loss_cls: 0.0758, s1.acc: 94.5740, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1150, s2.loss_cls: 0.0383, s2.acc: 94.3591, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0542, loss: 1.1012 +2024-03-11 17:14:25,410 - mmdet - INFO - Epoch [17][5400/7330] lr: 4.612e-06, eta: 2 days, 14:32:55, time: 1.587, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1590, s0.acc: 94.5381, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2296, s1.loss_cls: 0.0744, s1.acc: 94.7489, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1117, s2.loss_cls: 0.0373, s2.acc: 94.4957, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0519, loss: 1.0779 +2024-03-11 17:15:44,360 - mmdet - INFO - Epoch [17][5450/7330] lr: 4.612e-06, eta: 2 days, 14:31:34, time: 1.579, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1620, s0.acc: 94.3982, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2288, s1.loss_cls: 0.0755, s1.acc: 94.6306, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1128, s2.loss_cls: 0.0375, s2.acc: 94.4476, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0530, loss: 1.0908 +2024-03-11 17:17:06,968 - mmdet - INFO - Epoch [17][5500/7330] lr: 4.612e-06, eta: 2 days, 14:30:18, time: 1.652, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1571, s0.acc: 94.5320, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2270, s1.loss_cls: 0.0748, s1.acc: 94.6587, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1121, s2.loss_cls: 0.0376, s2.acc: 94.4238, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0527, loss: 1.0833 +2024-03-11 17:18:24,815 - mmdet - INFO - Epoch [17][5550/7330] lr: 4.612e-06, eta: 2 days, 14:28:56, time: 1.557, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1663, s0.acc: 94.3142, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2308, s1.loss_cls: 0.0790, s1.acc: 94.4778, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1140, s2.loss_cls: 0.0387, s2.acc: 94.3706, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0541, loss: 1.1048 +2024-03-11 17:19:45,016 - mmdet - INFO - Epoch [17][5600/7330] lr: 4.612e-06, eta: 2 days, 14:27:37, time: 1.604, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1607, s0.acc: 94.4246, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2297, s1.loss_cls: 0.0764, s1.acc: 94.5918, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1131, s2.loss_cls: 0.0380, s2.acc: 94.4659, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0531, loss: 1.0976 +2024-03-11 17:21:08,996 - mmdet - INFO - Epoch [17][5650/7330] lr: 4.612e-06, eta: 2 days, 14:26:22, time: 1.680, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1668, s0.acc: 94.2654, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2338, s1.loss_cls: 0.0789, s1.acc: 94.4690, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1146, s2.loss_cls: 0.0391, s2.acc: 94.4385, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0538, loss: 1.1212 +2024-03-11 17:22:28,732 - mmdet - INFO - Epoch [17][5700/7330] lr: 4.612e-06, eta: 2 days, 14:25:02, time: 1.595, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1625, s0.acc: 94.5356, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2325, s1.loss_cls: 0.0769, s1.acc: 94.6827, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1150, s2.loss_cls: 0.0377, s2.acc: 94.5849, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0542, loss: 1.0924 +2024-03-11 17:23:48,356 - mmdet - INFO - Epoch [17][5750/7330] lr: 4.612e-06, eta: 2 days, 14:23:42, time: 1.593, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1647, s0.acc: 94.4583, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2356, s1.loss_cls: 0.0783, s1.acc: 94.5675, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1154, s2.loss_cls: 0.0390, s2.acc: 94.3937, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0543, loss: 1.1151 +2024-03-11 17:25:09,626 - mmdet - INFO - Epoch [17][5800/7330] lr: 4.612e-06, eta: 2 days, 14:22:24, time: 1.625, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1612, s0.acc: 94.4927, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2308, s1.loss_cls: 0.0760, s1.acc: 94.6068, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1141, s2.loss_cls: 0.0375, s2.acc: 94.5161, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0533, loss: 1.0941 +2024-03-11 17:26:30,998 - mmdet - INFO - Epoch [17][5850/7330] lr: 4.612e-06, eta: 2 days, 14:21:07, time: 1.627, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1637, s0.acc: 94.5278, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2314, s1.loss_cls: 0.0788, s1.acc: 94.5830, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1134, s2.loss_cls: 0.0390, s2.acc: 94.4948, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0531, loss: 1.0934 +2024-03-11 17:27:52,335 - mmdet - INFO - Epoch [17][5900/7330] lr: 4.612e-06, eta: 2 days, 14:19:49, time: 1.627, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1548, s0.acc: 94.7488, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2279, s1.loss_cls: 0.0730, s1.acc: 94.8996, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1124, s2.loss_cls: 0.0362, s2.acc: 94.7645, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0524, loss: 1.0645 +2024-03-11 17:29:15,679 - mmdet - INFO - Epoch [17][5950/7330] lr: 4.612e-06, eta: 2 days, 14:18:33, time: 1.667, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1597, s0.acc: 94.5105, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2289, s1.loss_cls: 0.0753, s1.acc: 94.6948, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1124, s2.loss_cls: 0.0367, s2.acc: 94.5752, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0529, loss: 1.0882 +2024-03-11 17:30:39,897 - mmdet - INFO - Epoch [17][6000/7330] lr: 4.612e-06, eta: 2 days, 14:17:18, time: 1.684, data_time: 0.255, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1612, s0.acc: 94.4087, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2339, s1.loss_cls: 0.0776, s1.acc: 94.5051, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1158, s2.loss_cls: 0.0382, s2.acc: 94.4226, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0544, loss: 1.1088 +2024-03-11 17:31:58,784 - mmdet - INFO - Epoch [17][6050/7330] lr: 4.612e-06, eta: 2 days, 14:15:58, time: 1.578, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1570, s0.acc: 94.5217, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2299, s1.loss_cls: 0.0740, s1.acc: 94.6785, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1128, s2.loss_cls: 0.0371, s2.acc: 94.5204, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0530, loss: 1.0769 +2024-03-11 17:33:23,478 - mmdet - INFO - Epoch [17][6100/7330] lr: 4.612e-06, eta: 2 days, 14:14:44, time: 1.694, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1611, s0.acc: 94.4446, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2361, s1.loss_cls: 0.0755, s1.acc: 94.6354, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1166, s2.loss_cls: 0.0373, s2.acc: 94.4732, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0549, loss: 1.1034 +2024-03-11 17:34:43,560 - mmdet - INFO - Epoch [17][6150/7330] lr: 4.612e-06, eta: 2 days, 14:13:24, time: 1.602, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1524, s0.acc: 94.7681, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2256, s1.loss_cls: 0.0731, s1.acc: 94.8637, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1110, s2.loss_cls: 0.0362, s2.acc: 94.7616, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0524, loss: 1.0523 +2024-03-11 17:36:00,845 - mmdet - INFO - Epoch [17][6200/7330] lr: 4.612e-06, eta: 2 days, 14:12:02, time: 1.546, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1613, s0.acc: 94.4866, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2276, s1.loss_cls: 0.0759, s1.acc: 94.6581, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1123, s2.loss_cls: 0.0370, s2.acc: 94.6241, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0525, loss: 1.0737 +2024-03-11 17:37:18,708 - mmdet - INFO - Epoch [17][6250/7330] lr: 4.612e-06, eta: 2 days, 14:10:40, time: 1.557, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1565, s0.acc: 94.6560, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2233, s1.loss_cls: 0.0743, s1.acc: 94.8291, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1113, s2.loss_cls: 0.0369, s2.acc: 94.6474, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0527, loss: 1.0641 +2024-03-11 17:38:38,639 - mmdet - INFO - Epoch [17][6300/7330] lr: 4.612e-06, eta: 2 days, 14:09:20, time: 1.599, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1557, s0.acc: 94.6008, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2288, s1.loss_cls: 0.0738, s1.acc: 94.6999, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1128, s2.loss_cls: 0.0363, s2.acc: 94.6818, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0532, loss: 1.0728 +2024-03-11 17:40:00,614 - mmdet - INFO - Epoch [17][6350/7330] lr: 4.612e-06, eta: 2 days, 14:08:03, time: 1.640, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1636, s0.acc: 94.4360, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2300, s1.loss_cls: 0.0781, s1.acc: 94.5327, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1129, s2.loss_cls: 0.0386, s2.acc: 94.4383, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0531, loss: 1.0976 +2024-03-11 17:41:21,881 - mmdet - INFO - Epoch [17][6400/7330] lr: 4.612e-06, eta: 2 days, 14:06:45, time: 1.625, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1625, s0.acc: 94.4192, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2351, s1.loss_cls: 0.0773, s1.acc: 94.5055, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1154, s2.loss_cls: 0.0385, s2.acc: 94.3283, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0535, loss: 1.1122 +2024-03-11 17:42:39,430 - mmdet - INFO - Epoch [17][6450/7330] lr: 4.612e-06, eta: 2 days, 14:05:23, time: 1.551, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1606, s0.acc: 94.5491, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2362, s1.loss_cls: 0.0764, s1.acc: 94.6944, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1166, s2.loss_cls: 0.0379, s2.acc: 94.4770, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0548, loss: 1.0917 +2024-03-11 17:43:54,921 - mmdet - INFO - Epoch [17][6500/7330] lr: 4.612e-06, eta: 2 days, 14:03:58, time: 1.510, data_time: 0.112, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1584, s0.acc: 94.6396, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2352, s1.loss_cls: 0.0757, s1.acc: 94.6837, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1151, s2.loss_cls: 0.0367, s2.acc: 94.6793, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0541, loss: 1.0837 +2024-03-11 17:45:13,626 - mmdet - INFO - Epoch [17][6550/7330] lr: 4.612e-06, eta: 2 days, 14:02:37, time: 1.574, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1560, s0.acc: 94.7200, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2301, s1.loss_cls: 0.0741, s1.acc: 94.8196, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1131, s2.loss_cls: 0.0366, s2.acc: 94.7630, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0530, loss: 1.0686 +2024-03-11 17:46:34,410 - mmdet - INFO - Epoch [17][6600/7330] lr: 4.612e-06, eta: 2 days, 14:01:19, time: 1.616, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1600, s0.acc: 94.5393, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2329, s1.loss_cls: 0.0774, s1.acc: 94.5394, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1136, s2.loss_cls: 0.0388, s2.acc: 94.3216, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0532, loss: 1.0994 +2024-03-11 17:47:49,402 - mmdet - INFO - Epoch [17][6650/7330] lr: 4.612e-06, eta: 2 days, 13:59:54, time: 1.500, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1461, s0.acc: 94.9900, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2260, s1.loss_cls: 0.0693, s1.acc: 95.1778, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1122, s2.loss_cls: 0.0344, s2.acc: 95.0065, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0527, loss: 1.0295 +2024-03-11 17:49:05,749 - mmdet - INFO - Epoch [17][6700/7330] lr: 4.612e-06, eta: 2 days, 13:58:30, time: 1.527, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1543, s0.acc: 94.7485, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2335, s1.loss_cls: 0.0737, s1.acc: 94.8554, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1152, s2.loss_cls: 0.0367, s2.acc: 94.7770, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0539, loss: 1.0786 +2024-03-11 17:50:23,939 - mmdet - INFO - Epoch [17][6750/7330] lr: 4.612e-06, eta: 2 days, 13:57:09, time: 1.564, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1561, s0.acc: 94.6318, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2267, s1.loss_cls: 0.0742, s1.acc: 94.7469, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1125, s2.loss_cls: 0.0369, s2.acc: 94.6271, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0531, loss: 1.0625 +2024-03-11 17:51:43,572 - mmdet - INFO - Epoch [17][6800/7330] lr: 4.612e-06, eta: 2 days, 13:55:49, time: 1.593, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1512, s0.acc: 94.7891, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2274, s1.loss_cls: 0.0717, s1.acc: 94.9066, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1126, s2.loss_cls: 0.0362, s2.acc: 94.7103, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0531, loss: 1.0620 +2024-03-11 17:52:59,989 - mmdet - INFO - Epoch [17][6850/7330] lr: 4.612e-06, eta: 2 days, 13:54:25, time: 1.528, data_time: 0.110, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1521, s0.acc: 94.7053, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2266, s1.loss_cls: 0.0725, s1.acc: 94.8062, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1119, s2.loss_cls: 0.0366, s2.acc: 94.5980, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0525, loss: 1.0627 +2024-03-11 17:54:19,798 - mmdet - INFO - Epoch [17][6900/7330] lr: 4.612e-06, eta: 2 days, 13:53:06, time: 1.596, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1614, s0.acc: 94.5083, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2289, s1.loss_cls: 0.0766, s1.acc: 94.6357, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1115, s2.loss_cls: 0.0377, s2.acc: 94.5021, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0527, loss: 1.0946 +2024-03-11 17:55:37,973 - mmdet - INFO - Epoch [17][6950/7330] lr: 4.612e-06, eta: 2 days, 13:51:44, time: 1.564, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1620, s0.acc: 94.4866, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2269, s1.loss_cls: 0.0760, s1.acc: 94.6954, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1120, s2.loss_cls: 0.0377, s2.acc: 94.5180, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0531, loss: 1.0849 +2024-03-11 17:56:57,238 - mmdet - INFO - Epoch [17][7000/7330] lr: 4.612e-06, eta: 2 days, 13:50:24, time: 1.585, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1649, s0.acc: 94.2319, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2317, s1.loss_cls: 0.0787, s1.acc: 94.3156, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1144, s2.loss_cls: 0.0392, s2.acc: 94.1912, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0537, loss: 1.1177 +2024-03-11 17:58:13,253 - mmdet - INFO - Epoch [17][7050/7330] lr: 4.612e-06, eta: 2 days, 13:49:00, time: 1.520, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1682, s0.acc: 94.2441, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2323, s1.loss_cls: 0.0802, s1.acc: 94.3733, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1138, s2.loss_cls: 0.0394, s2.acc: 94.3512, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0535, loss: 1.1188 +2024-03-11 17:59:34,898 - mmdet - INFO - Epoch [17][7100/7330] lr: 4.612e-06, eta: 2 days, 13:47:42, time: 1.633, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1609, s0.acc: 94.5833, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2246, s1.loss_cls: 0.0770, s1.acc: 94.6717, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1101, s2.loss_cls: 0.0379, s2.acc: 94.5265, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0521, loss: 1.0757 +2024-03-11 18:00:55,783 - mmdet - INFO - Epoch [17][7150/7330] lr: 4.612e-06, eta: 2 days, 13:46:24, time: 1.618, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1605, s0.acc: 94.5017, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2306, s1.loss_cls: 0.0759, s1.acc: 94.7086, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1133, s2.loss_cls: 0.0378, s2.acc: 94.5636, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0533, loss: 1.0879 +2024-03-11 18:02:16,972 - mmdet - INFO - Epoch [17][7200/7330] lr: 4.612e-06, eta: 2 days, 13:45:06, time: 1.624, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1525, s0.acc: 94.8279, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2230, s1.loss_cls: 0.0719, s1.acc: 95.0164, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1095, s2.loss_cls: 0.0359, s2.acc: 94.8221, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0516, loss: 1.0395 +2024-03-11 18:03:38,699 - mmdet - INFO - Epoch [17][7250/7330] lr: 4.612e-06, eta: 2 days, 13:43:48, time: 1.634, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1683, s0.acc: 94.2222, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2313, s1.loss_cls: 0.0806, s1.acc: 94.3387, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1130, s2.loss_cls: 0.0394, s2.acc: 94.2783, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0534, loss: 1.1188 +2024-03-11 18:04:59,553 - mmdet - INFO - Epoch [17][7300/7330] lr: 4.612e-06, eta: 2 days, 13:42:30, time: 1.617, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1694, s0.acc: 94.2317, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2266, s1.loss_cls: 0.0808, s1.acc: 94.3919, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1116, s2.loss_cls: 0.0397, s2.acc: 94.3026, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0524, loss: 1.1124 +2024-03-11 18:05:41,260 - mmdet - INFO - Saving checkpoint at 17 epochs +2024-03-11 18:12:43,707 - mmdet - INFO - Evaluating bbox... +2024-03-11 18:13:19,510 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.483 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.669 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.524 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.305 + 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 ] = 0.618 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.626 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.626 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.626 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.445 + 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 ] = 0.763 + +2024-03-11 18:13:19,510 - mmdet - INFO - Evaluating segm... +2024-03-11 18:13:56,670 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.419 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.643 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.453 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.222 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.454 + 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 ] = 0.549 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.549 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.549 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.367 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.590 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.694 + +2024-03-11 18:13:57,292 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-11 18:13:57,294 - mmdet - INFO - Epoch(val) [17][1250] bbox_mAP: 0.4830, bbox_mAP_50: 0.6690, bbox_mAP_75: 0.5240, bbox_mAP_s: 0.3050, bbox_mAP_m: 0.5250, bbox_mAP_l: 0.6180, bbox_mAP_copypaste: 0.483 0.669 0.524 0.305 0.525 0.618, segm_mAP: 0.4190, segm_mAP_50: 0.6430, segm_mAP_75: 0.4530, segm_mAP_s: 0.2220, segm_mAP_m: 0.4540, segm_mAP_l: 0.5950, segm_mAP_copypaste: 0.419 0.643 0.453 0.222 0.454 0.595 +2024-03-11 18:15:21,769 - mmdet - INFO - Epoch [18][50/7330] lr: 4.612e-06, eta: 2 days, 13:39:34, time: 1.688, data_time: 0.237, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1563, s0.acc: 94.5623, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2270, s1.loss_cls: 0.0730, s1.acc: 94.7651, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1121, s2.loss_cls: 0.0365, s2.acc: 94.7566, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0526, loss: 1.0762 +2024-03-11 18:16:39,846 - mmdet - INFO - Epoch [18][100/7330] lr: 4.612e-06, eta: 2 days, 13:38:12, time: 1.562, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1590, s0.acc: 94.4854, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2280, s1.loss_cls: 0.0761, s1.acc: 94.5432, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1132, s2.loss_cls: 0.0378, s2.acc: 94.4395, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0532, loss: 1.0895 +2024-03-11 18:17:59,806 - mmdet - INFO - Epoch [18][150/7330] lr: 4.612e-06, eta: 2 days, 13:36:53, time: 1.599, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1496, s0.acc: 94.7188, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2265, s1.loss_cls: 0.0705, s1.acc: 94.9336, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1116, s2.loss_cls: 0.0352, s2.acc: 94.8540, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0527, loss: 1.0476 +2024-03-11 18:19:21,311 - mmdet - INFO - Epoch [18][200/7330] lr: 4.612e-06, eta: 2 days, 13:35:35, time: 1.630, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1477, s0.acc: 94.9465, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2257, s1.loss_cls: 0.0700, s1.acc: 95.0474, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1109, s2.loss_cls: 0.0353, s2.acc: 94.9178, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0519, loss: 1.0380 +2024-03-11 18:20:45,079 - mmdet - INFO - Epoch [18][250/7330] lr: 4.612e-06, eta: 2 days, 13:34:20, time: 1.675, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1541, s0.acc: 94.5396, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2300, s1.loss_cls: 0.0732, s1.acc: 94.6672, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1130, s2.loss_cls: 0.0359, s2.acc: 94.6367, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0531, loss: 1.0802 +2024-03-11 18:22:06,391 - mmdet - INFO - Epoch [18][300/7330] lr: 4.612e-06, eta: 2 days, 13:33:02, time: 1.626, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1534, s0.acc: 94.5742, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2299, s1.loss_cls: 0.0718, s1.acc: 94.7594, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1122, s2.loss_cls: 0.0356, s2.acc: 94.7017, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0526, loss: 1.0745 +2024-03-11 18:23:29,434 - mmdet - INFO - Epoch [18][350/7330] lr: 4.612e-06, eta: 2 days, 13:31:46, time: 1.661, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1504, s0.acc: 94.7275, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2264, s1.loss_cls: 0.0708, s1.acc: 94.9499, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1115, s2.loss_cls: 0.0355, s2.acc: 94.7767, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0533, loss: 1.0644 +2024-03-11 18:24:50,501 - mmdet - INFO - Epoch [18][400/7330] lr: 4.612e-06, eta: 2 days, 13:30:28, time: 1.621, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1486, s0.acc: 94.8289, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2260, s1.loss_cls: 0.0704, s1.acc: 94.9880, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1105, s2.loss_cls: 0.0353, s2.acc: 94.7708, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0519, loss: 1.0415 +2024-03-11 18:26:08,318 - mmdet - INFO - Epoch [18][450/7330] lr: 4.612e-06, eta: 2 days, 13:29:06, time: 1.557, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1544, s0.acc: 94.6943, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2265, s1.loss_cls: 0.0717, s1.acc: 94.9694, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1109, s2.loss_cls: 0.0359, s2.acc: 94.8433, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0526, loss: 1.0564 +2024-03-11 18:27:24,964 - mmdet - INFO - Epoch [18][500/7330] lr: 4.612e-06, eta: 2 days, 13:27:43, time: 1.533, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1438, s0.acc: 94.9104, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2234, s1.loss_cls: 0.0678, s1.acc: 95.0061, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1104, s2.loss_cls: 0.0339, s2.acc: 94.8903, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0519, loss: 1.0300 +2024-03-11 18:28:44,994 - mmdet - INFO - Epoch [18][550/7330] lr: 4.612e-06, eta: 2 days, 13:26:23, time: 1.601, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1455, s0.acc: 94.8706, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2240, s1.loss_cls: 0.0683, s1.acc: 95.0740, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1110, s2.loss_cls: 0.0335, s2.acc: 95.0416, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0526, loss: 1.0306 +2024-03-11 18:30:03,735 - mmdet - INFO - Epoch [18][600/7330] lr: 4.612e-06, eta: 2 days, 13:25:03, time: 1.575, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1604, s0.acc: 94.5164, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2266, s1.loss_cls: 0.0758, s1.acc: 94.6501, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1115, s2.loss_cls: 0.0375, s2.acc: 94.4410, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0525, loss: 1.0823 +2024-03-11 18:31:16,894 - mmdet - INFO - Epoch [18][650/7330] lr: 4.612e-06, eta: 2 days, 13:23:36, time: 1.463, data_time: 0.111, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1590, s0.acc: 94.4270, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2298, s1.loss_cls: 0.0752, s1.acc: 94.6786, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1134, s2.loss_cls: 0.0372, s2.acc: 94.6123, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0530, loss: 1.1016 +2024-03-11 18:32:40,108 - mmdet - INFO - Epoch [18][700/7330] lr: 4.612e-06, eta: 2 days, 13:22:20, time: 1.664, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1578, s0.acc: 94.4001, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2303, s1.loss_cls: 0.0752, s1.acc: 94.4998, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1142, s2.loss_cls: 0.0381, s2.acc: 94.2850, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0529, loss: 1.0995 +2024-03-11 18:33:59,107 - mmdet - INFO - Epoch [18][750/7330] lr: 4.612e-06, eta: 2 days, 13:20:59, time: 1.580, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1522, s0.acc: 94.6594, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2274, s1.loss_cls: 0.0730, s1.acc: 94.8160, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1105, s2.loss_cls: 0.0363, s2.acc: 94.6820, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0520, loss: 1.0658 +2024-03-11 18:35:20,253 - mmdet - INFO - Epoch [18][800/7330] lr: 4.612e-06, eta: 2 days, 13:19:41, time: 1.623, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1633, s0.acc: 94.2588, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2281, s1.loss_cls: 0.0778, s1.acc: 94.3749, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1122, s2.loss_cls: 0.0386, s2.acc: 94.2002, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0529, loss: 1.1071 +2024-03-11 18:36:41,036 - mmdet - INFO - Epoch [18][850/7330] lr: 4.612e-06, eta: 2 days, 13:18:22, time: 1.615, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1558, s0.acc: 94.5574, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2309, s1.loss_cls: 0.0741, s1.acc: 94.7257, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1137, s2.loss_cls: 0.0368, s2.acc: 94.5297, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0533, loss: 1.0851 +2024-03-11 18:37:59,353 - mmdet - INFO - Epoch [18][900/7330] lr: 4.612e-06, eta: 2 days, 13:17:01, time: 1.567, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1480, s0.acc: 94.8140, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2257, s1.loss_cls: 0.0702, s1.acc: 94.9734, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1120, s2.loss_cls: 0.0353, s2.acc: 94.8496, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0534, loss: 1.0444 +2024-03-11 18:39:18,729 - mmdet - INFO - Epoch [18][950/7330] lr: 4.612e-06, eta: 2 days, 13:15:41, time: 1.587, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1578, s0.acc: 94.3928, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2265, s1.loss_cls: 0.0749, s1.acc: 94.5258, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1132, s2.loss_cls: 0.0378, s2.acc: 94.3451, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0534, loss: 1.0922 +2024-03-11 18:40:35,540 - mmdet - INFO - Epoch [18][1000/7330] lr: 4.612e-06, eta: 2 days, 13:14:18, time: 1.536, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1524, s0.acc: 94.6943, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2265, s1.loss_cls: 0.0724, s1.acc: 94.8549, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1130, s2.loss_cls: 0.0361, s2.acc: 94.7528, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0530, loss: 1.0692 +2024-03-11 18:41:51,705 - mmdet - INFO - Epoch [18][1050/7330] lr: 4.612e-06, eta: 2 days, 13:12:55, time: 1.523, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1584, s0.acc: 94.5186, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2261, s1.loss_cls: 0.0746, s1.acc: 94.6786, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1111, s2.loss_cls: 0.0376, s2.acc: 94.5571, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0521, loss: 1.0742 +2024-03-11 18:43:10,156 - mmdet - INFO - Epoch [18][1100/7330] lr: 4.612e-06, eta: 2 days, 13:11:33, time: 1.569, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1507, s0.acc: 94.7461, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2313, s1.loss_cls: 0.0708, s1.acc: 94.8351, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1138, s2.loss_cls: 0.0352, s2.acc: 94.7254, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0533, loss: 1.0500 +2024-03-11 18:44:32,688 - mmdet - INFO - Epoch [18][1150/7330] lr: 4.612e-06, eta: 2 days, 13:10:17, time: 1.651, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1639, s0.acc: 94.2163, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2292, s1.loss_cls: 0.0784, s1.acc: 94.3800, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1136, s2.loss_cls: 0.0392, s2.acc: 94.1162, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0534, loss: 1.1237 +2024-03-11 18:45:57,536 - mmdet - INFO - Epoch [18][1200/7330] lr: 4.612e-06, eta: 2 days, 13:09:03, time: 1.697, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1459, s0.acc: 94.7913, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2231, s1.loss_cls: 0.0700, s1.acc: 94.9700, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1110, s2.loss_cls: 0.0352, s2.acc: 94.8335, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0519, loss: 1.0488 +2024-03-11 18:47:16,983 - mmdet - INFO - Epoch [18][1250/7330] lr: 4.612e-06, eta: 2 days, 13:07:43, time: 1.589, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1591, s0.acc: 94.4080, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2326, s1.loss_cls: 0.0757, s1.acc: 94.5878, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1135, s2.loss_cls: 0.0378, s2.acc: 94.4008, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0536, loss: 1.1024 +2024-03-11 18:48:33,446 - mmdet - INFO - Epoch [18][1300/7330] lr: 4.612e-06, eta: 2 days, 13:06:19, time: 1.529, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1487, s0.acc: 94.7554, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2301, s1.loss_cls: 0.0703, s1.acc: 94.9404, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1122, s2.loss_cls: 0.0348, s2.acc: 94.7817, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0526, loss: 1.0592 +2024-03-11 18:49:51,926 - mmdet - INFO - Epoch [18][1350/7330] lr: 4.612e-06, eta: 2 days, 13:04:58, time: 1.569, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1521, s0.acc: 94.6575, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2352, s1.loss_cls: 0.0723, s1.acc: 94.8909, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1156, s2.loss_cls: 0.0360, s2.acc: 94.6827, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0547, loss: 1.0865 +2024-03-11 18:51:12,167 - mmdet - INFO - Epoch [18][1400/7330] lr: 4.612e-06, eta: 2 days, 13:03:39, time: 1.605, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1603, s0.acc: 94.4277, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2297, s1.loss_cls: 0.0765, s1.acc: 94.6150, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1127, s2.loss_cls: 0.0384, s2.acc: 94.3683, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0537, loss: 1.1006 +2024-03-11 18:52:33,077 - mmdet - INFO - Epoch [18][1450/7330] lr: 4.612e-06, eta: 2 days, 13:02:21, time: 1.618, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1551, s0.acc: 94.6375, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2208, s1.loss_cls: 0.0742, s1.acc: 94.7253, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1084, s2.loss_cls: 0.0374, s2.acc: 94.6023, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0513, loss: 1.0558 +2024-03-11 18:53:52,592 - mmdet - INFO - Epoch [18][1500/7330] lr: 4.612e-06, eta: 2 days, 13:01:01, time: 1.590, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1492, s0.acc: 94.8481, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2227, s1.loss_cls: 0.0698, s1.acc: 95.0588, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1092, s2.loss_cls: 0.0345, s2.acc: 94.9919, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0518, loss: 1.0340 +2024-03-11 18:55:10,857 - mmdet - INFO - Epoch [18][1550/7330] lr: 4.612e-06, eta: 2 days, 12:59:39, time: 1.565, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1586, s0.acc: 94.4805, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2264, s1.loss_cls: 0.0757, s1.acc: 94.6069, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1123, s2.loss_cls: 0.0377, s2.acc: 94.4923, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0533, loss: 1.0867 +2024-03-11 18:56:31,359 - mmdet - INFO - Epoch [18][1600/7330] lr: 4.612e-06, eta: 2 days, 12:58:21, time: 1.610, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1529, s0.acc: 94.6589, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2290, s1.loss_cls: 0.0736, s1.acc: 94.6650, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1132, s2.loss_cls: 0.0370, s2.acc: 94.4609, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0531, loss: 1.0797 +2024-03-11 18:57:54,714 - mmdet - INFO - Epoch [18][1650/7330] lr: 4.612e-06, eta: 2 days, 12:57:05, time: 1.667, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1533, s0.acc: 94.6079, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2251, s1.loss_cls: 0.0720, s1.acc: 94.7889, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1123, s2.loss_cls: 0.0355, s2.acc: 94.7757, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0533, loss: 1.0688 +2024-03-11 18:59:15,243 - mmdet - INFO - Epoch [18][1700/7330] lr: 4.612e-06, eta: 2 days, 12:55:46, time: 1.611, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1551, s0.acc: 94.5950, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2275, s1.loss_cls: 0.0733, s1.acc: 94.7041, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1121, s2.loss_cls: 0.0367, s2.acc: 94.5353, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0527, loss: 1.0788 +2024-03-11 19:00:31,439 - mmdet - INFO - Epoch [18][1750/7330] lr: 4.612e-06, eta: 2 days, 12:54:22, time: 1.524, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1469, s0.acc: 94.8147, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2266, s1.loss_cls: 0.0689, s1.acc: 95.0048, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1125, s2.loss_cls: 0.0345, s2.acc: 94.8350, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0528, loss: 1.0523 +2024-03-11 19:01:49,755 - mmdet - INFO - Epoch [18][1800/7330] lr: 4.612e-06, eta: 2 days, 12:53:01, time: 1.566, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1494, s0.acc: 94.7986, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2358, s1.loss_cls: 0.0711, s1.acc: 94.9632, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1153, s2.loss_cls: 0.0349, s2.acc: 94.8838, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0541, loss: 1.0591 +2024-03-11 19:03:12,162 - mmdet - INFO - Epoch [18][1850/7330] lr: 4.612e-06, eta: 2 days, 12:51:44, time: 1.648, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1564, s0.acc: 94.5935, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2313, s1.loss_cls: 0.0752, s1.acc: 94.6924, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1140, s2.loss_cls: 0.0370, s2.acc: 94.6439, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0537, loss: 1.0781 +2024-03-11 19:04:33,087 - mmdet - INFO - Epoch [18][1900/7330] lr: 4.612e-06, eta: 2 days, 12:50:26, time: 1.618, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1597, s0.acc: 94.5537, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2292, s1.loss_cls: 0.0753, s1.acc: 94.7507, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1138, s2.loss_cls: 0.0376, s2.acc: 94.5706, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0535, loss: 1.0842 +2024-03-11 19:05:55,315 - mmdet - INFO - Epoch [18][1950/7330] lr: 4.612e-06, eta: 2 days, 12:49:09, time: 1.645, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1510, s0.acc: 94.7888, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2299, s1.loss_cls: 0.0709, s1.acc: 95.0146, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1137, s2.loss_cls: 0.0350, s2.acc: 94.8950, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0534, loss: 1.0698 +2024-03-11 19:07:16,519 - mmdet - INFO - Epoch [18][2000/7330] lr: 4.612e-06, eta: 2 days, 12:47:51, time: 1.624, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1499, s0.acc: 94.8083, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2236, s1.loss_cls: 0.0714, s1.acc: 94.9257, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1109, s2.loss_cls: 0.0354, s2.acc: 94.8140, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0521, loss: 1.0533 +2024-03-11 19:08:38,798 - mmdet - INFO - Epoch [18][2050/7330] lr: 4.612e-06, eta: 2 days, 12:46:34, time: 1.646, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1596, s0.acc: 94.4246, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2273, s1.loss_cls: 0.0753, s1.acc: 94.5199, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1118, s2.loss_cls: 0.0374, s2.acc: 94.4106, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0529, loss: 1.0880 +2024-03-11 19:09:57,468 - mmdet - INFO - Epoch [18][2100/7330] lr: 4.612e-06, eta: 2 days, 12:45:13, time: 1.573, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1567, s0.acc: 94.5168, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2292, s1.loss_cls: 0.0740, s1.acc: 94.6457, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1120, s2.loss_cls: 0.0365, s2.acc: 94.5965, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0527, loss: 1.0727 +2024-03-11 19:11:18,079 - mmdet - INFO - Epoch [18][2150/7330] lr: 4.612e-06, eta: 2 days, 12:43:54, time: 1.612, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1635, s0.acc: 94.2463, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2315, s1.loss_cls: 0.0768, s1.acc: 94.5192, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1137, s2.loss_cls: 0.0384, s2.acc: 94.3270, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0533, loss: 1.1112 +2024-03-11 19:12:36,233 - mmdet - INFO - Epoch [18][2200/7330] lr: 4.612e-06, eta: 2 days, 12:42:33, time: 1.563, data_time: 0.240, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1554, s0.acc: 94.5166, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2304, s1.loss_cls: 0.0737, s1.acc: 94.6763, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1121, s2.loss_cls: 0.0361, s2.acc: 94.6111, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0527, loss: 1.0757 +2024-03-11 19:13:56,344 - mmdet - INFO - Epoch [18][2250/7330] lr: 4.612e-06, eta: 2 days, 12:41:14, time: 1.603, data_time: 0.102, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1516, s0.acc: 94.7957, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2251, s1.loss_cls: 0.0712, s1.acc: 94.9833, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1101, s2.loss_cls: 0.0352, s2.acc: 94.8743, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0520, loss: 1.0495 +2024-03-11 19:15:14,249 - mmdet - INFO - Epoch [18][2300/7330] lr: 4.612e-06, eta: 2 days, 12:39:52, time: 1.558, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1492, s0.acc: 94.8113, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2265, s1.loss_cls: 0.0703, s1.acc: 95.0801, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1117, s2.loss_cls: 0.0352, s2.acc: 94.8287, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0522, loss: 1.0476 +2024-03-11 19:16:35,098 - mmdet - INFO - Epoch [18][2350/7330] lr: 4.612e-06, eta: 2 days, 12:38:33, time: 1.617, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1536, s0.acc: 94.6663, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2283, s1.loss_cls: 0.0726, s1.acc: 94.7859, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1115, s2.loss_cls: 0.0361, s2.acc: 94.7575, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0521, loss: 1.0547 +2024-03-11 19:17:56,340 - mmdet - INFO - Epoch [18][2400/7330] lr: 4.612e-06, eta: 2 days, 12:37:15, time: 1.625, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1562, s0.acc: 94.5081, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2274, s1.loss_cls: 0.0729, s1.acc: 94.7790, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1119, s2.loss_cls: 0.0365, s2.acc: 94.6751, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0527, loss: 1.0742 +2024-03-11 19:19:17,578 - mmdet - INFO - Epoch [18][2450/7330] lr: 4.612e-06, eta: 2 days, 12:35:57, time: 1.625, data_time: 0.221, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1639, s0.acc: 94.4050, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2278, s1.loss_cls: 0.0770, s1.acc: 94.6002, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1120, s2.loss_cls: 0.0382, s2.acc: 94.4680, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0531, loss: 1.1027 +2024-03-11 19:20:38,515 - mmdet - INFO - Epoch [18][2500/7330] lr: 4.612e-06, eta: 2 days, 12:34:39, time: 1.619, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1567, s0.acc: 94.5300, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2275, s1.loss_cls: 0.0736, s1.acc: 94.8018, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1117, s2.loss_cls: 0.0361, s2.acc: 94.7838, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0525, loss: 1.0785 +2024-03-11 19:21:59,065 - mmdet - INFO - Epoch [18][2550/7330] lr: 4.612e-06, eta: 2 days, 12:33:20, time: 1.611, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1626, s0.acc: 94.4812, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2293, s1.loss_cls: 0.0759, s1.acc: 94.6587, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1132, s2.loss_cls: 0.0374, s2.acc: 94.6236, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0532, loss: 1.1049 +2024-03-11 19:23:21,633 - mmdet - INFO - Epoch [18][2600/7330] lr: 4.612e-06, eta: 2 days, 12:32:03, time: 1.651, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1571, s0.acc: 94.6519, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2231, s1.loss_cls: 0.0732, s1.acc: 94.9033, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1108, s2.loss_cls: 0.0364, s2.acc: 94.7526, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0522, loss: 1.0695 +2024-03-11 19:24:40,698 - mmdet - INFO - Epoch [18][2650/7330] lr: 4.612e-06, eta: 2 days, 12:30:43, time: 1.581, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1581, s0.acc: 94.5054, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2270, s1.loss_cls: 0.0745, s1.acc: 94.6788, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1123, s2.loss_cls: 0.0373, s2.acc: 94.5423, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0525, loss: 1.0896 +2024-03-11 19:26:00,160 - mmdet - INFO - Epoch [18][2700/7330] lr: 4.612e-06, eta: 2 days, 12:29:23, time: 1.589, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1518, s0.acc: 94.6487, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2293, s1.loss_cls: 0.0718, s1.acc: 94.8083, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1139, s2.loss_cls: 0.0363, s2.acc: 94.6046, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0535, loss: 1.0694 +2024-03-11 19:27:21,423 - mmdet - INFO - Epoch [18][2750/7330] lr: 4.612e-06, eta: 2 days, 12:28:05, time: 1.625, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1573, s0.acc: 94.5454, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2319, s1.loss_cls: 0.0747, s1.acc: 94.7378, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1148, s2.loss_cls: 0.0373, s2.acc: 94.5680, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0541, loss: 1.0895 +2024-03-11 19:28:41,909 - mmdet - INFO - Epoch [18][2800/7330] lr: 4.612e-06, eta: 2 days, 12:26:46, time: 1.610, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1546, s0.acc: 94.5635, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2303, s1.loss_cls: 0.0726, s1.acc: 94.7359, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1134, s2.loss_cls: 0.0362, s2.acc: 94.6477, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0533, loss: 1.0817 +2024-03-11 19:30:03,369 - mmdet - INFO - Epoch [18][2850/7330] lr: 4.612e-06, eta: 2 days, 12:25:28, time: 1.629, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1460, s0.acc: 94.8521, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2303, s1.loss_cls: 0.0699, s1.acc: 94.9221, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1148, s2.loss_cls: 0.0346, s2.acc: 94.8047, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0544, loss: 1.0561 +2024-03-11 19:31:26,150 - mmdet - INFO - Epoch [18][2900/7330] lr: 4.612e-06, eta: 2 days, 12:24:11, time: 1.656, data_time: 0.248, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1661, s0.acc: 94.2666, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2340, s1.loss_cls: 0.0786, s1.acc: 94.4446, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1164, s2.loss_cls: 0.0393, s2.acc: 94.2123, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0548, loss: 1.1217 +2024-03-11 19:32:47,940 - mmdet - INFO - Epoch [18][2950/7330] lr: 4.612e-06, eta: 2 days, 12:22:54, time: 1.636, data_time: 0.207, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1582, s0.acc: 94.5845, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2286, s1.loss_cls: 0.0741, s1.acc: 94.8013, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1127, s2.loss_cls: 0.0366, s2.acc: 94.7645, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0530, loss: 1.0796 +2024-03-11 19:34:07,362 - mmdet - INFO - Epoch [18][3000/7330] lr: 4.612e-06, eta: 2 days, 12:21:34, time: 1.588, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1562, s0.acc: 94.5552, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2286, s1.loss_cls: 0.0743, s1.acc: 94.6770, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1122, s2.loss_cls: 0.0369, s2.acc: 94.5451, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0527, loss: 1.0800 +2024-03-11 19:35:28,956 - mmdet - INFO - Epoch [18][3050/7330] lr: 4.612e-06, eta: 2 days, 12:20:16, time: 1.632, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1631, s0.acc: 94.2673, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2291, s1.loss_cls: 0.0777, s1.acc: 94.4250, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1131, s2.loss_cls: 0.0386, s2.acc: 94.2568, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0534, loss: 1.1058 +2024-03-11 19:36:48,528 - mmdet - INFO - Epoch [18][3100/7330] lr: 4.612e-06, eta: 2 days, 12:18:56, time: 1.592, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1474, s0.acc: 94.9355, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2212, s1.loss_cls: 0.0700, s1.acc: 95.1057, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1095, s2.loss_cls: 0.0349, s2.acc: 94.9506, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0519, loss: 1.0296 +2024-03-11 19:38:09,551 - mmdet - INFO - Epoch [18][3150/7330] lr: 4.612e-06, eta: 2 days, 12:17:38, time: 1.620, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1588, s0.acc: 94.5046, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2286, s1.loss_cls: 0.0751, s1.acc: 94.6691, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1121, s2.loss_cls: 0.0372, s2.acc: 94.5864, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0530, loss: 1.0858 +2024-03-11 19:39:28,218 - mmdet - INFO - Epoch [18][3200/7330] lr: 4.612e-06, eta: 2 days, 12:16:17, time: 1.573, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1504, s0.acc: 94.7234, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2354, s1.loss_cls: 0.0710, s1.acc: 94.9155, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1151, s2.loss_cls: 0.0355, s2.acc: 94.7594, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0542, loss: 1.0788 +2024-03-11 19:40:48,908 - mmdet - INFO - Epoch [18][3250/7330] lr: 4.612e-06, eta: 2 days, 12:14:58, time: 1.614, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1592, s0.acc: 94.5801, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2303, s1.loss_cls: 0.0749, s1.acc: 94.6805, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1143, s2.loss_cls: 0.0373, s2.acc: 94.5821, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0539, loss: 1.0771 +2024-03-11 19:42:11,918 - mmdet - INFO - Epoch [18][3300/7330] lr: 4.612e-06, eta: 2 days, 12:13:42, time: 1.660, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1518, s0.acc: 94.7244, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2256, s1.loss_cls: 0.0702, s1.acc: 94.9447, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1108, s2.loss_cls: 0.0350, s2.acc: 94.8039, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0520, loss: 1.0476 +2024-03-11 19:43:31,944 - mmdet - INFO - Epoch [18][3350/7330] lr: 4.612e-06, eta: 2 days, 12:12:23, time: 1.600, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1567, s0.acc: 94.6169, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2220, s1.loss_cls: 0.0747, s1.acc: 94.7073, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1106, s2.loss_cls: 0.0368, s2.acc: 94.5862, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0521, loss: 1.0673 +2024-03-11 19:44:51,792 - mmdet - INFO - Epoch [18][3400/7330] lr: 4.612e-06, eta: 2 days, 12:11:03, time: 1.597, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1511, s0.acc: 94.8384, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2260, s1.loss_cls: 0.0721, s1.acc: 94.9327, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1122, s2.loss_cls: 0.0359, s2.acc: 94.7438, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0524, loss: 1.0519 +2024-03-11 19:46:14,205 - mmdet - INFO - Epoch [18][3450/7330] lr: 4.612e-06, eta: 2 days, 12:09:46, time: 1.648, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1560, s0.acc: 94.6562, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2292, s1.loss_cls: 0.0731, s1.acc: 94.9766, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1135, s2.loss_cls: 0.0366, s2.acc: 94.7452, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0532, loss: 1.0882 +2024-03-11 19:47:31,125 - mmdet - INFO - Epoch [18][3500/7330] lr: 4.612e-06, eta: 2 days, 12:08:23, time: 1.538, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1571, s0.acc: 94.6638, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2244, s1.loss_cls: 0.0734, s1.acc: 94.8749, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1100, s2.loss_cls: 0.0362, s2.acc: 94.7067, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0518, loss: 1.0625 +2024-03-11 19:48:51,418 - mmdet - INFO - Epoch [18][3550/7330] lr: 4.612e-06, eta: 2 days, 12:07:04, time: 1.606, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1440, s0.acc: 94.9617, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2201, s1.loss_cls: 0.0683, s1.acc: 95.1233, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1094, s2.loss_cls: 0.0344, s2.acc: 94.8976, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0518, loss: 1.0290 +2024-03-11 19:50:11,734 - mmdet - INFO - Epoch [18][3600/7330] lr: 4.612e-06, eta: 2 days, 12:05:45, time: 1.606, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1580, s0.acc: 94.4900, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2262, s1.loss_cls: 0.0739, s1.acc: 94.6297, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1120, s2.loss_cls: 0.0369, s2.acc: 94.6392, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0527, loss: 1.0771 +2024-03-11 19:51:29,160 - mmdet - INFO - Epoch [18][3650/7330] lr: 4.612e-06, eta: 2 days, 12:04:23, time: 1.549, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1484, s0.acc: 94.8528, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2241, s1.loss_cls: 0.0703, s1.acc: 95.0420, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1107, s2.loss_cls: 0.0355, s2.acc: 94.8649, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0523, loss: 1.0342 +2024-03-11 19:52:46,582 - mmdet - INFO - Epoch [18][3700/7330] lr: 4.612e-06, eta: 2 days, 12:03:01, time: 1.548, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1518, s0.acc: 94.9043, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2278, s1.loss_cls: 0.0725, s1.acc: 95.0136, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1107, s2.loss_cls: 0.0355, s2.acc: 94.8871, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0525, loss: 1.0503 +2024-03-11 19:54:08,841 - mmdet - INFO - Epoch [18][3750/7330] lr: 4.612e-06, eta: 2 days, 12:01:44, time: 1.645, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1520, s0.acc: 94.7690, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2260, s1.loss_cls: 0.0728, s1.acc: 94.8255, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1111, s2.loss_cls: 0.0360, s2.acc: 94.7205, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0524, loss: 1.0589 +2024-03-11 19:55:29,375 - mmdet - INFO - Epoch [18][3800/7330] lr: 4.612e-06, eta: 2 days, 12:00:25, time: 1.611, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1516, s0.acc: 94.7917, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2269, s1.loss_cls: 0.0702, s1.acc: 95.0426, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1112, s2.loss_cls: 0.0345, s2.acc: 95.0415, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0524, loss: 1.0525 +2024-03-11 19:56:47,289 - mmdet - INFO - Epoch [18][3850/7330] lr: 4.612e-06, eta: 2 days, 11:59:03, time: 1.558, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1524, s0.acc: 94.6768, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2215, s1.loss_cls: 0.0721, s1.acc: 94.8828, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1091, s2.loss_cls: 0.0355, s2.acc: 94.8036, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0514, loss: 1.0486 +2024-03-11 19:58:05,116 - mmdet - INFO - Epoch [18][3900/7330] lr: 4.612e-06, eta: 2 days, 11:57:42, time: 1.556, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1577, s0.acc: 94.5630, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2343, s1.loss_cls: 0.0752, s1.acc: 94.6721, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1147, s2.loss_cls: 0.0372, s2.acc: 94.5493, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0538, loss: 1.0930 +2024-03-11 19:59:26,116 - mmdet - INFO - Epoch [18][3950/7330] lr: 4.612e-06, eta: 2 days, 11:56:23, time: 1.620, data_time: 0.116, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1600, s0.acc: 94.5144, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2324, s1.loss_cls: 0.0759, s1.acc: 94.6343, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1138, s2.loss_cls: 0.0379, s2.acc: 94.5062, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0534, loss: 1.1049 +2024-03-11 20:00:48,947 - mmdet - INFO - Epoch [18][4000/7330] lr: 4.612e-06, eta: 2 days, 11:55:07, time: 1.657, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1567, s0.acc: 94.6350, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2253, s1.loss_cls: 0.0744, s1.acc: 94.7913, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1107, s2.loss_cls: 0.0370, s2.acc: 94.6399, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0523, loss: 1.0681 +2024-03-11 20:02:09,291 - mmdet - INFO - Epoch [18][4050/7330] lr: 4.612e-06, eta: 2 days, 11:53:48, time: 1.607, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1557, s0.acc: 94.5156, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2290, s1.loss_cls: 0.0737, s1.acc: 94.6721, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1130, s2.loss_cls: 0.0369, s2.acc: 94.5278, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0531, loss: 1.0858 +2024-03-11 20:03:26,508 - mmdet - INFO - Epoch [18][4100/7330] lr: 4.612e-06, eta: 2 days, 11:52:25, time: 1.544, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1608, s0.acc: 94.4609, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2318, s1.loss_cls: 0.0765, s1.acc: 94.5413, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1132, s2.loss_cls: 0.0380, s2.acc: 94.4605, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0533, loss: 1.1011 +2024-03-11 20:04:43,251 - mmdet - INFO - Epoch [18][4150/7330] lr: 4.612e-06, eta: 2 days, 11:51:02, time: 1.535, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1567, s0.acc: 94.6926, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2255, s1.loss_cls: 0.0747, s1.acc: 94.8316, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1118, s2.loss_cls: 0.0370, s2.acc: 94.7458, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0526, loss: 1.0725 +2024-03-11 20:06:00,957 - mmdet - INFO - Epoch [18][4200/7330] lr: 4.612e-06, eta: 2 days, 11:49:40, time: 1.554, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1571, s0.acc: 94.6260, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2343, s1.loss_cls: 0.0740, s1.acc: 94.8137, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1147, s2.loss_cls: 0.0368, s2.acc: 94.6825, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0540, loss: 1.0855 +2024-03-11 20:07:18,602 - mmdet - INFO - Epoch [18][4250/7330] lr: 4.612e-06, eta: 2 days, 11:48:19, time: 1.553, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1545, s0.acc: 94.6311, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2271, s1.loss_cls: 0.0742, s1.acc: 94.7151, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1120, s2.loss_cls: 0.0364, s2.acc: 94.6048, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0526, loss: 1.0544 +2024-03-11 20:08:37,054 - mmdet - INFO - Epoch [18][4300/7330] lr: 4.612e-06, eta: 2 days, 11:46:57, time: 1.569, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1512, s0.acc: 94.7712, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2310, s1.loss_cls: 0.0698, s1.acc: 95.0068, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1133, s2.loss_cls: 0.0347, s2.acc: 94.9089, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0529, loss: 1.0570 +2024-03-11 20:09:59,672 - mmdet - INFO - Epoch [18][4350/7330] lr: 4.612e-06, eta: 2 days, 11:45:41, time: 1.652, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1548, s0.acc: 94.5986, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2337, s1.loss_cls: 0.0725, s1.acc: 94.8976, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1152, s2.loss_cls: 0.0360, s2.acc: 94.7596, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0542, loss: 1.0780 +2024-03-11 20:11:20,778 - mmdet - INFO - Epoch [18][4400/7330] lr: 4.612e-06, eta: 2 days, 11:44:22, time: 1.622, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1548, s0.acc: 94.6335, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2342, s1.loss_cls: 0.0732, s1.acc: 94.7899, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1147, s2.loss_cls: 0.0365, s2.acc: 94.6753, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0536, loss: 1.0850 +2024-03-11 20:12:43,601 - mmdet - INFO - Epoch [18][4450/7330] lr: 4.612e-06, eta: 2 days, 11:43:06, time: 1.656, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1579, s0.acc: 94.4390, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2325, s1.loss_cls: 0.0759, s1.acc: 94.6338, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1148, s2.loss_cls: 0.0376, s2.acc: 94.4555, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0540, loss: 1.1013 +2024-03-11 20:14:06,375 - mmdet - INFO - Epoch [18][4500/7330] lr: 4.612e-06, eta: 2 days, 11:41:49, time: 1.655, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1615, s0.acc: 94.4524, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2290, s1.loss_cls: 0.0766, s1.acc: 94.6304, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1127, s2.loss_cls: 0.0380, s2.acc: 94.5071, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0533, loss: 1.0859 +2024-03-11 20:15:29,197 - mmdet - INFO - Epoch [18][4550/7330] lr: 4.612e-06, eta: 2 days, 11:40:33, time: 1.656, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1556, s0.acc: 94.6494, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2273, s1.loss_cls: 0.0740, s1.acc: 94.7732, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1124, s2.loss_cls: 0.0368, s2.acc: 94.6552, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0531, loss: 1.0584 +2024-03-11 20:16:46,365 - mmdet - INFO - Epoch [18][4600/7330] lr: 4.612e-06, eta: 2 days, 11:39:10, time: 1.543, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1480, s0.acc: 94.7803, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2262, s1.loss_cls: 0.0710, s1.acc: 94.8981, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1117, s2.loss_cls: 0.0357, s2.acc: 94.7881, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0525, loss: 1.0516 +2024-03-11 20:18:04,213 - mmdet - INFO - Epoch [18][4650/7330] lr: 4.612e-06, eta: 2 days, 11:37:49, time: 1.557, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1470, s0.acc: 95.0085, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2266, s1.loss_cls: 0.0704, s1.acc: 95.1295, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1117, s2.loss_cls: 0.0350, s2.acc: 94.9289, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0528, loss: 1.0285 +2024-03-11 20:19:23,175 - mmdet - INFO - Epoch [18][4700/7330] lr: 4.612e-06, eta: 2 days, 11:36:28, time: 1.579, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1575, s0.acc: 94.5149, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2327, s1.loss_cls: 0.0740, s1.acc: 94.7658, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1161, s2.loss_cls: 0.0366, s2.acc: 94.6167, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0547, loss: 1.0900 +2024-03-11 20:20:40,355 - mmdet - INFO - Epoch [18][4750/7330] lr: 4.612e-06, eta: 2 days, 11:35:06, time: 1.544, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1482, s0.acc: 94.8347, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2326, s1.loss_cls: 0.0700, s1.acc: 95.0633, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1146, s2.loss_cls: 0.0345, s2.acc: 95.0680, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0538, loss: 1.0556 +2024-03-11 20:22:02,740 - mmdet - INFO - Epoch [18][4800/7330] lr: 4.612e-06, eta: 2 days, 11:33:49, time: 1.647, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1624, s0.acc: 94.3584, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2286, s1.loss_cls: 0.0773, s1.acc: 94.5137, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1131, s2.loss_cls: 0.0386, s2.acc: 94.3006, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0532, loss: 1.0972 +2024-03-11 20:23:18,426 - mmdet - INFO - Epoch [18][4850/7330] lr: 4.612e-06, eta: 2 days, 11:32:25, time: 1.514, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1571, s0.acc: 94.6479, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2211, s1.loss_cls: 0.0737, s1.acc: 94.8449, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1092, s2.loss_cls: 0.0368, s2.acc: 94.7227, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0516, loss: 1.0568 +2024-03-11 20:24:44,996 - mmdet - INFO - Epoch [18][4900/7330] lr: 4.612e-06, eta: 2 days, 11:31:12, time: 1.731, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1668, s0.acc: 94.1604, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2385, s1.loss_cls: 0.0785, s1.acc: 94.3163, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1160, s2.loss_cls: 0.0390, s2.acc: 94.1631, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0538, loss: 1.1311 +2024-03-11 20:26:04,732 - mmdet - INFO - Epoch [18][4950/7330] lr: 4.612e-06, eta: 2 days, 11:29:53, time: 1.595, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1572, s0.acc: 94.6306, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2252, s1.loss_cls: 0.0745, s1.acc: 94.7671, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1115, s2.loss_cls: 0.0369, s2.acc: 94.6331, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0525, loss: 1.0648 +2024-03-11 20:27:28,427 - mmdet - INFO - Epoch [18][5000/7330] lr: 4.612e-06, eta: 2 days, 11:28:37, time: 1.674, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1570, s0.acc: 94.5752, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2280, s1.loss_cls: 0.0741, s1.acc: 94.7308, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1132, s2.loss_cls: 0.0370, s2.acc: 94.4939, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0532, loss: 1.0732 +2024-03-11 20:28:50,703 - mmdet - INFO - Epoch [18][5050/7330] lr: 4.612e-06, eta: 2 days, 11:27:20, time: 1.645, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1634, s0.acc: 94.5068, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2247, s1.loss_cls: 0.0771, s1.acc: 94.7078, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1102, s2.loss_cls: 0.0382, s2.acc: 94.5348, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0520, loss: 1.0837 +2024-03-11 20:30:09,762 - mmdet - INFO - Epoch [18][5100/7330] lr: 4.612e-06, eta: 2 days, 11:25:59, time: 1.582, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1603, s0.acc: 94.5554, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2263, s1.loss_cls: 0.0766, s1.acc: 94.6051, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1130, s2.loss_cls: 0.0384, s2.acc: 94.3981, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0533, loss: 1.0769 +2024-03-11 20:31:29,323 - mmdet - INFO - Epoch [18][5150/7330] lr: 4.612e-06, eta: 2 days, 11:24:40, time: 1.591, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1617, s0.acc: 94.5244, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2295, s1.loss_cls: 0.0770, s1.acc: 94.6111, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1130, s2.loss_cls: 0.0381, s2.acc: 94.5388, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0531, loss: 1.0896 +2024-03-11 20:32:51,615 - mmdet - INFO - Epoch [18][5200/7330] lr: 4.612e-06, eta: 2 days, 11:23:22, time: 1.646, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1584, s0.acc: 94.4812, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2296, s1.loss_cls: 0.0741, s1.acc: 94.6699, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1134, s2.loss_cls: 0.0371, s2.acc: 94.4639, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0532, loss: 1.0807 +2024-03-11 20:34:12,612 - mmdet - INFO - Epoch [18][5250/7330] lr: 4.612e-06, eta: 2 days, 11:22:04, time: 1.620, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1638, s0.acc: 94.2734, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2299, s1.loss_cls: 0.0772, s1.acc: 94.4509, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1139, s2.loss_cls: 0.0381, s2.acc: 94.4229, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0537, loss: 1.0977 +2024-03-11 20:35:32,196 - mmdet - INFO - Epoch [18][5300/7330] lr: 4.612e-06, eta: 2 days, 11:20:44, time: 1.591, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1545, s0.acc: 94.6345, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2250, s1.loss_cls: 0.0735, s1.acc: 94.7364, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1121, s2.loss_cls: 0.0368, s2.acc: 94.5886, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0528, loss: 1.0601 +2024-03-11 20:36:52,839 - mmdet - INFO - Epoch [18][5350/7330] lr: 4.612e-06, eta: 2 days, 11:19:25, time: 1.613, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1611, s0.acc: 94.4099, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2326, s1.loss_cls: 0.0755, s1.acc: 94.6132, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1147, s2.loss_cls: 0.0379, s2.acc: 94.4355, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0541, loss: 1.0908 +2024-03-11 20:38:09,777 - mmdet - INFO - Epoch [18][5400/7330] lr: 4.612e-06, eta: 2 days, 11:18:03, time: 1.539, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1661, s0.acc: 94.2280, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2340, s1.loss_cls: 0.0789, s1.acc: 94.3764, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1141, s2.loss_cls: 0.0388, s2.acc: 94.3353, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0534, loss: 1.1217 +2024-03-11 20:39:32,209 - mmdet - INFO - Epoch [18][5450/7330] lr: 4.612e-06, eta: 2 days, 11:16:46, time: 1.649, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1574, s0.acc: 94.6292, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2278, s1.loss_cls: 0.0732, s1.acc: 94.8384, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1117, s2.loss_cls: 0.0362, s2.acc: 94.7102, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0528, loss: 1.0752 +2024-03-11 20:40:49,988 - mmdet - INFO - Epoch [18][5500/7330] lr: 4.612e-06, eta: 2 days, 11:15:24, time: 1.556, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1529, s0.acc: 94.6616, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2262, s1.loss_cls: 0.0725, s1.acc: 94.7633, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1130, s2.loss_cls: 0.0361, s2.acc: 94.6577, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0536, loss: 1.0693 +2024-03-11 20:42:10,335 - mmdet - INFO - Epoch [18][5550/7330] lr: 4.612e-06, eta: 2 days, 11:14:05, time: 1.607, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1598, s0.acc: 94.3469, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2306, s1.loss_cls: 0.0761, s1.acc: 94.5149, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1129, s2.loss_cls: 0.0386, s2.acc: 94.2850, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0531, loss: 1.0939 +2024-03-11 20:43:29,031 - mmdet - INFO - Epoch [18][5600/7330] lr: 4.612e-06, eta: 2 days, 11:12:44, time: 1.574, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1599, s0.acc: 94.5808, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2282, s1.loss_cls: 0.0753, s1.acc: 94.7633, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1118, s2.loss_cls: 0.0374, s2.acc: 94.6458, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0527, loss: 1.0813 +2024-03-11 20:44:47,975 - mmdet - INFO - Epoch [18][5650/7330] lr: 4.612e-06, eta: 2 days, 11:11:24, time: 1.579, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1610, s0.acc: 94.3982, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2269, s1.loss_cls: 0.0769, s1.acc: 94.4612, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1119, s2.loss_cls: 0.0381, s2.acc: 94.4057, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0527, loss: 1.0881 +2024-03-11 20:46:05,144 - mmdet - INFO - Epoch [18][5700/7330] lr: 4.612e-06, eta: 2 days, 11:10:01, time: 1.543, data_time: 0.118, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1538, s0.acc: 94.7290, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2255, s1.loss_cls: 0.0723, s1.acc: 94.8969, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1113, s2.loss_cls: 0.0363, s2.acc: 94.7746, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0519, loss: 1.0562 +2024-03-11 20:47:29,869 - mmdet - INFO - Epoch [18][5750/7330] lr: 4.612e-06, eta: 2 days, 11:08:47, time: 1.694, data_time: 0.216, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1553, s0.acc: 94.5601, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2326, s1.loss_cls: 0.0745, s1.acc: 94.6702, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1142, s2.loss_cls: 0.0373, s2.acc: 94.4908, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0539, loss: 1.0901 +2024-03-11 20:48:50,840 - mmdet - INFO - Epoch [18][5800/7330] lr: 4.612e-06, eta: 2 days, 11:07:28, time: 1.619, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1569, s0.acc: 94.6042, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2244, s1.loss_cls: 0.0732, s1.acc: 94.8074, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1106, s2.loss_cls: 0.0371, s2.acc: 94.5453, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0520, loss: 1.0726 +2024-03-11 20:50:09,596 - mmdet - INFO - Epoch [18][5850/7330] lr: 4.612e-06, eta: 2 days, 11:06:07, time: 1.575, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1497, s0.acc: 94.8447, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2274, s1.loss_cls: 0.0713, s1.acc: 94.9081, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1121, s2.loss_cls: 0.0356, s2.acc: 94.8120, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0528, loss: 1.0487 +2024-03-11 20:51:27,065 - mmdet - INFO - Epoch [18][5900/7330] lr: 4.612e-06, eta: 2 days, 11:04:45, time: 1.549, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1537, s0.acc: 94.6760, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2282, s1.loss_cls: 0.0724, s1.acc: 94.8425, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1132, s2.loss_cls: 0.0356, s2.acc: 94.7500, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0535, loss: 1.0632 +2024-03-11 20:52:48,296 - mmdet - INFO - Epoch [18][5950/7330] lr: 4.612e-06, eta: 2 days, 11:03:27, time: 1.625, data_time: 0.203, memory: 23149, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1622, s0.acc: 94.4351, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2279, s1.loss_cls: 0.0755, s1.acc: 94.6844, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1124, s2.loss_cls: 0.0374, s2.acc: 94.6454, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0528, loss: 1.0858 +2024-03-11 20:54:06,630 - mmdet - INFO - Epoch [18][6000/7330] lr: 4.612e-06, eta: 2 days, 11:02:06, time: 1.567, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1592, s0.acc: 94.4631, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2292, s1.loss_cls: 0.0763, s1.acc: 94.6427, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1129, s2.loss_cls: 0.0377, s2.acc: 94.4938, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0528, loss: 1.0901 +2024-03-11 20:55:23,887 - mmdet - INFO - Epoch [18][6050/7330] lr: 4.612e-06, eta: 2 days, 11:00:44, time: 1.545, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1659, s0.acc: 94.2913, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2377, s1.loss_cls: 0.0792, s1.acc: 94.4343, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1185, s2.loss_cls: 0.0390, s2.acc: 94.3368, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0559, loss: 1.1229 +2024-03-11 20:56:44,866 - mmdet - INFO - Epoch [18][6100/7330] lr: 4.612e-06, eta: 2 days, 10:59:25, time: 1.620, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1639, s0.acc: 94.3328, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2294, s1.loss_cls: 0.0782, s1.acc: 94.4816, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1118, s2.loss_cls: 0.0391, s2.acc: 94.2816, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0524, loss: 1.1023 +2024-03-11 20:58:06,119 - mmdet - INFO - Epoch [18][6150/7330] lr: 4.612e-06, eta: 2 days, 10:58:07, time: 1.625, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1606, s0.acc: 94.4324, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2276, s1.loss_cls: 0.0769, s1.acc: 94.4893, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1128, s2.loss_cls: 0.0378, s2.acc: 94.4065, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0531, loss: 1.0902 +2024-03-11 20:59:26,722 - mmdet - INFO - Epoch [18][6200/7330] lr: 4.612e-06, eta: 2 days, 10:56:48, time: 1.612, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1624, s0.acc: 94.3782, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2284, s1.loss_cls: 0.0768, s1.acc: 94.5008, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1127, s2.loss_cls: 0.0382, s2.acc: 94.4384, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0531, loss: 1.0979 +2024-03-11 21:00:47,279 - mmdet - INFO - Epoch [18][6250/7330] lr: 4.612e-06, eta: 2 days, 10:55:29, time: 1.611, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1598, s0.acc: 94.3516, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2320, s1.loss_cls: 0.0760, s1.acc: 94.4161, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1136, s2.loss_cls: 0.0380, s2.acc: 94.3329, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0539, loss: 1.0951 +2024-03-11 21:02:05,431 - mmdet - INFO - Epoch [18][6300/7330] lr: 4.612e-06, eta: 2 days, 10:54:08, time: 1.563, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1590, s0.acc: 94.4719, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2257, s1.loss_cls: 0.0754, s1.acc: 94.5395, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1110, s2.loss_cls: 0.0371, s2.acc: 94.4468, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0524, loss: 1.0812 +2024-03-11 21:03:26,841 - mmdet - INFO - Epoch [18][6350/7330] lr: 4.612e-06, eta: 2 days, 10:52:50, time: 1.628, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1571, s0.acc: 94.7012, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2292, s1.loss_cls: 0.0739, s1.acc: 94.9836, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1125, s2.loss_cls: 0.0368, s2.acc: 94.8499, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0533, loss: 1.0735 +2024-03-11 21:04:50,232 - mmdet - INFO - Epoch [18][6400/7330] lr: 4.612e-06, eta: 2 days, 10:51:34, time: 1.668, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1594, s0.acc: 94.5225, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2303, s1.loss_cls: 0.0751, s1.acc: 94.6950, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1128, s2.loss_cls: 0.0370, s2.acc: 94.6147, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0526, loss: 1.0816 +2024-03-11 21:06:08,371 - mmdet - INFO - Epoch [18][6450/7330] lr: 4.612e-06, eta: 2 days, 10:50:12, time: 1.563, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1508, s0.acc: 94.7019, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2290, s1.loss_cls: 0.0720, s1.acc: 94.9228, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1125, s2.loss_cls: 0.0358, s2.acc: 94.7975, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0530, loss: 1.0595 +2024-03-11 21:07:26,148 - mmdet - INFO - Epoch [18][6500/7330] lr: 4.612e-06, eta: 2 days, 10:48:51, time: 1.556, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1565, s0.acc: 94.6707, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2328, s1.loss_cls: 0.0737, s1.acc: 94.7833, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1143, s2.loss_cls: 0.0368, s2.acc: 94.6511, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0538, loss: 1.0780 +2024-03-11 21:08:43,393 - mmdet - INFO - Epoch [18][6550/7330] lr: 4.612e-06, eta: 2 days, 10:47:28, time: 1.545, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1538, s0.acc: 94.5930, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2318, s1.loss_cls: 0.0717, s1.acc: 94.8275, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1133, s2.loss_cls: 0.0354, s2.acc: 94.7682, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0531, loss: 1.0601 +2024-03-11 21:10:03,626 - mmdet - INFO - Epoch [18][6600/7330] lr: 4.612e-06, eta: 2 days, 10:46:09, time: 1.605, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1501, s0.acc: 94.8792, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2260, s1.loss_cls: 0.0697, s1.acc: 95.0779, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1121, s2.loss_cls: 0.0348, s2.acc: 94.9701, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0524, loss: 1.0514 +2024-03-11 21:11:21,731 - mmdet - INFO - Epoch [18][6650/7330] lr: 4.612e-06, eta: 2 days, 10:44:48, time: 1.562, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1573, s0.acc: 94.5615, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2303, s1.loss_cls: 0.0749, s1.acc: 94.6762, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1134, s2.loss_cls: 0.0373, s2.acc: 94.5074, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0538, loss: 1.0790 +2024-03-11 21:12:42,819 - mmdet - INFO - Epoch [18][6700/7330] lr: 4.612e-06, eta: 2 days, 10:43:30, time: 1.622, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1562, s0.acc: 94.5454, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2307, s1.loss_cls: 0.0745, s1.acc: 94.6399, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1129, s2.loss_cls: 0.0366, s2.acc: 94.5467, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0533, loss: 1.0838 +2024-03-11 21:14:05,564 - mmdet - INFO - Epoch [18][6750/7330] lr: 4.612e-06, eta: 2 days, 10:42:13, time: 1.654, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1600, s0.acc: 94.5383, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2301, s1.loss_cls: 0.0753, s1.acc: 94.7755, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1127, s2.loss_cls: 0.0370, s2.acc: 94.5808, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0530, loss: 1.0833 +2024-03-11 21:15:25,382 - mmdet - INFO - Epoch [18][6800/7330] lr: 4.612e-06, eta: 2 days, 10:40:53, time: 1.597, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1502, s0.acc: 94.8784, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2223, s1.loss_cls: 0.0709, s1.acc: 95.0110, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1093, s2.loss_cls: 0.0351, s2.acc: 94.9536, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0513, loss: 1.0384 +2024-03-11 21:16:44,674 - mmdet - INFO - Epoch [18][6850/7330] lr: 4.612e-06, eta: 2 days, 10:39:33, time: 1.586, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1645, s0.acc: 94.2681, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2312, s1.loss_cls: 0.0786, s1.acc: 94.3976, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1136, s2.loss_cls: 0.0395, s2.acc: 94.1228, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0533, loss: 1.1204 +2024-03-11 21:18:00,458 - mmdet - INFO - Epoch [18][6900/7330] lr: 4.612e-06, eta: 2 days, 10:38:09, time: 1.516, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1536, s0.acc: 94.7117, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2299, s1.loss_cls: 0.0741, s1.acc: 94.7910, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1130, s2.loss_cls: 0.0367, s2.acc: 94.5504, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0528, loss: 1.0722 +2024-03-11 21:19:19,415 - mmdet - INFO - Epoch [18][6950/7330] lr: 4.612e-06, eta: 2 days, 10:36:49, time: 1.579, data_time: 0.117, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1496, s0.acc: 94.7893, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2308, s1.loss_cls: 0.0713, s1.acc: 94.8746, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1135, s2.loss_cls: 0.0355, s2.acc: 94.7428, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0535, loss: 1.0561 +2024-03-11 21:20:39,630 - mmdet - INFO - Epoch [18][7000/7330] lr: 4.612e-06, eta: 2 days, 10:35:29, time: 1.604, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1440, s0.acc: 95.0322, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2274, s1.loss_cls: 0.0671, s1.acc: 95.2536, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1123, s2.loss_cls: 0.0332, s2.acc: 95.1803, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0532, loss: 1.0329 +2024-03-11 21:21:58,120 - mmdet - INFO - Epoch [18][7050/7330] lr: 4.612e-06, eta: 2 days, 10:34:08, time: 1.570, data_time: 0.117, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1575, s0.acc: 94.5378, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2315, s1.loss_cls: 0.0743, s1.acc: 94.6722, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1131, s2.loss_cls: 0.0368, s2.acc: 94.6364, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0529, loss: 1.0848 +2024-03-11 21:23:21,757 - mmdet - INFO - Epoch [18][7100/7330] lr: 4.612e-06, eta: 2 days, 10:32:53, time: 1.673, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1472, s0.acc: 94.8081, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2283, s1.loss_cls: 0.0702, s1.acc: 94.9285, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1115, s2.loss_cls: 0.0349, s2.acc: 94.8146, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0526, loss: 1.0489 +2024-03-11 21:24:46,457 - mmdet - INFO - Epoch [18][7150/7330] lr: 4.612e-06, eta: 2 days, 10:31:38, time: 1.694, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1598, s0.acc: 94.5027, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2291, s1.loss_cls: 0.0760, s1.acc: 94.7228, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1124, s2.loss_cls: 0.0378, s2.acc: 94.5809, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0530, loss: 1.0861 +2024-03-11 21:26:04,859 - mmdet - INFO - Epoch [18][7200/7330] lr: 4.612e-06, eta: 2 days, 10:30:17, time: 1.568, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1592, s0.acc: 94.5308, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2291, s1.loss_cls: 0.0762, s1.acc: 94.6379, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1120, s2.loss_cls: 0.0378, s2.acc: 94.5638, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0530, loss: 1.0790 +2024-03-11 21:27:20,799 - mmdet - INFO - Epoch [18][7250/7330] lr: 4.612e-06, eta: 2 days, 10:28:53, time: 1.519, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1653, s0.acc: 94.4058, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2321, s1.loss_cls: 0.0777, s1.acc: 94.6135, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1142, s2.loss_cls: 0.0383, s2.acc: 94.4865, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0539, loss: 1.1097 +2024-03-11 21:28:43,644 - mmdet - INFO - Epoch [18][7300/7330] lr: 4.612e-06, eta: 2 days, 10:27:37, time: 1.657, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1539, s0.acc: 94.6514, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2262, s1.loss_cls: 0.0732, s1.acc: 94.8005, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1112, s2.loss_cls: 0.0365, s2.acc: 94.6891, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0520, loss: 1.0681 +2024-03-11 21:29:28,193 - mmdet - INFO - Saving checkpoint at 18 epochs +2024-03-11 21:36:24,441 - mmdet - INFO - Evaluating bbox... +2024-03-11 21:36:58,895 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.484 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.669 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.526 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.308 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.533 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.616 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.622 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.622 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.622 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.423 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.667 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.768 + +2024-03-11 21:36:58,895 - mmdet - INFO - Evaluating segm... +2024-03-11 21:37:34,675 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.423 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.646 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.459 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.224 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.464 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.597 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.550 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.550 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.550 + 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 ] = 0.595 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.702 + +2024-03-11 21:37:35,260 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-11 21:37:35,262 - mmdet - INFO - Epoch(val) [18][1250] bbox_mAP: 0.4840, bbox_mAP_50: 0.6690, bbox_mAP_75: 0.5260, bbox_mAP_s: 0.3080, bbox_mAP_m: 0.5330, bbox_mAP_l: 0.6160, bbox_mAP_copypaste: 0.484 0.669 0.526 0.308 0.533 0.616, segm_mAP: 0.4230, segm_mAP_50: 0.6460, segm_mAP_75: 0.4590, segm_mAP_s: 0.2240, segm_mAP_m: 0.4640, segm_mAP_l: 0.5970, segm_mAP_copypaste: 0.423 0.646 0.459 0.224 0.464 0.597 +2024-03-11 21:39:02,545 - mmdet - INFO - Epoch [19][50/7330] lr: 4.612e-06, eta: 2 days, 10:24:49, time: 1.745, data_time: 0.245, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1500, s0.acc: 94.8401, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2201, s1.loss_cls: 0.0702, s1.acc: 95.0612, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1100, s2.loss_cls: 0.0352, s2.acc: 94.9264, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0519, loss: 1.0494 +2024-03-11 21:40:25,254 - mmdet - INFO - Epoch [19][100/7330] lr: 4.612e-06, eta: 2 days, 10:23:32, time: 1.654, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1513, s0.acc: 94.8115, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2246, s1.loss_cls: 0.0720, s1.acc: 94.9674, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1121, s2.loss_cls: 0.0357, s2.acc: 94.8453, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0528, loss: 1.0530 +2024-03-11 21:41:48,230 - mmdet - INFO - Epoch [19][150/7330] lr: 4.612e-06, eta: 2 days, 10:22:16, time: 1.659, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1514, s0.acc: 94.7009, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2235, s1.loss_cls: 0.0716, s1.acc: 94.8625, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1097, s2.loss_cls: 0.0363, s2.acc: 94.7126, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0519, loss: 1.0538 +2024-03-11 21:43:07,164 - mmdet - INFO - Epoch [19][200/7330] lr: 4.612e-06, eta: 2 days, 10:20:55, time: 1.579, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1433, s0.acc: 94.9131, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2282, s1.loss_cls: 0.0680, s1.acc: 95.1713, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1115, s2.loss_cls: 0.0337, s2.acc: 95.0516, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0520, loss: 1.0294 +2024-03-11 21:44:28,444 - mmdet - INFO - Epoch [19][250/7330] lr: 4.612e-06, eta: 2 days, 10:19:37, time: 1.626, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1480, s0.acc: 94.9023, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2255, s1.loss_cls: 0.0703, s1.acc: 95.1271, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1104, s2.loss_cls: 0.0347, s2.acc: 94.9818, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0519, loss: 1.0344 +2024-03-11 21:45:51,472 - mmdet - INFO - Epoch [19][300/7330] lr: 4.612e-06, eta: 2 days, 10:18:20, time: 1.660, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1552, s0.acc: 94.5732, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2302, s1.loss_cls: 0.0733, s1.acc: 94.7022, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1135, s2.loss_cls: 0.0366, s2.acc: 94.5346, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0532, loss: 1.0777 +2024-03-11 21:47:13,249 - mmdet - INFO - Epoch [19][350/7330] lr: 4.612e-06, eta: 2 days, 10:17:03, time: 1.636, data_time: 0.218, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1503, s0.acc: 94.6919, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2305, s1.loss_cls: 0.0715, s1.acc: 94.8799, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1138, s2.loss_cls: 0.0351, s2.acc: 94.9283, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0534, loss: 1.0719 +2024-03-11 21:48:33,625 - mmdet - INFO - Epoch [19][400/7330] lr: 4.612e-06, eta: 2 days, 10:15:44, time: 1.607, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1498, s0.acc: 94.7551, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2277, s1.loss_cls: 0.0711, s1.acc: 94.8566, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1117, s2.loss_cls: 0.0353, s2.acc: 94.7207, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0526, loss: 1.0604 +2024-03-11 21:49:49,721 - mmdet - INFO - Epoch [19][450/7330] lr: 4.612e-06, eta: 2 days, 10:14:20, time: 1.522, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1539, s0.acc: 94.6360, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2264, s1.loss_cls: 0.0727, s1.acc: 94.8335, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1108, s2.loss_cls: 0.0362, s2.acc: 94.6218, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0523, loss: 1.0702 +2024-03-11 21:51:10,941 - mmdet - INFO - Epoch [19][500/7330] lr: 4.612e-06, eta: 2 days, 10:13:02, time: 1.624, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1523, s0.acc: 94.6362, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2265, s1.loss_cls: 0.0720, s1.acc: 94.8680, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1107, s2.loss_cls: 0.0361, s2.acc: 94.6618, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0520, loss: 1.0618 +2024-03-11 21:52:26,294 - mmdet - INFO - Epoch [19][550/7330] lr: 4.612e-06, eta: 2 days, 10:11:38, time: 1.507, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1455, s0.acc: 94.8611, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2268, s1.loss_cls: 0.0682, s1.acc: 95.0813, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1116, s2.loss_cls: 0.0340, s2.acc: 94.9624, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0526, loss: 1.0375 +2024-03-11 21:53:50,698 - mmdet - INFO - Epoch [19][600/7330] lr: 4.612e-06, eta: 2 days, 10:10:23, time: 1.688, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1593, s0.acc: 94.4695, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2295, s1.loss_cls: 0.0745, s1.acc: 94.7727, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1138, s2.loss_cls: 0.0371, s2.acc: 94.6787, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0534, loss: 1.0802 +2024-03-11 21:55:11,584 - mmdet - INFO - Epoch [19][650/7330] lr: 4.612e-06, eta: 2 days, 10:09:04, time: 1.618, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1547, s0.acc: 94.6489, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2277, s1.loss_cls: 0.0731, s1.acc: 94.8355, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1121, s2.loss_cls: 0.0361, s2.acc: 94.7256, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0528, loss: 1.0701 +2024-03-11 21:56:34,294 - mmdet - INFO - Epoch [19][700/7330] lr: 4.612e-06, eta: 2 days, 10:07:48, time: 1.654, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1568, s0.acc: 94.5791, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2239, s1.loss_cls: 0.0728, s1.acc: 94.8941, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1104, s2.loss_cls: 0.0361, s2.acc: 94.7524, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0524, loss: 1.0669 +2024-03-11 21:57:52,958 - mmdet - INFO - Epoch [19][750/7330] lr: 4.612e-06, eta: 2 days, 10:06:27, time: 1.573, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1526, s0.acc: 94.7087, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2199, s1.loss_cls: 0.0724, s1.acc: 94.7893, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1088, s2.loss_cls: 0.0357, s2.acc: 94.7252, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0508, loss: 1.0512 +2024-03-11 21:59:12,837 - mmdet - INFO - Epoch [19][800/7330] lr: 4.612e-06, eta: 2 days, 10:05:07, time: 1.598, data_time: 0.198, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1543, s0.acc: 94.6414, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2285, s1.loss_cls: 0.0740, s1.acc: 94.7353, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1134, s2.loss_cls: 0.0366, s2.acc: 94.6321, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0531, loss: 1.0675 +2024-03-11 22:00:32,805 - mmdet - INFO - Epoch [19][850/7330] lr: 4.612e-06, eta: 2 days, 10:03:48, time: 1.599, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1498, s0.acc: 94.7590, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2277, s1.loss_cls: 0.0707, s1.acc: 94.9098, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1120, s2.loss_cls: 0.0351, s2.acc: 94.8308, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0529, loss: 1.0553 +2024-03-11 22:01:46,557 - mmdet - INFO - Epoch [19][900/7330] lr: 4.612e-06, eta: 2 days, 10:02:22, time: 1.475, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1526, s0.acc: 94.7607, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2263, s1.loss_cls: 0.0733, s1.acc: 94.8811, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1112, s2.loss_cls: 0.0367, s2.acc: 94.6950, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0520, loss: 1.0509 +2024-03-11 22:03:06,025 - mmdet - INFO - Epoch [19][950/7330] lr: 4.612e-06, eta: 2 days, 10:01:02, time: 1.589, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1592, s0.acc: 94.5649, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2259, s1.loss_cls: 0.0754, s1.acc: 94.6739, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1109, s2.loss_cls: 0.0367, s2.acc: 94.5495, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0525, loss: 1.0775 +2024-03-11 22:04:26,563 - mmdet - INFO - Epoch [19][1000/7330] lr: 4.612e-06, eta: 2 days, 9:59:43, time: 1.610, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1517, s0.acc: 94.7036, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2238, s1.loss_cls: 0.0718, s1.acc: 94.8301, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1103, s2.loss_cls: 0.0358, s2.acc: 94.6424, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0519, loss: 1.0503 +2024-03-11 22:05:43,448 - mmdet - INFO - Epoch [19][1050/7330] lr: 4.612e-06, eta: 2 days, 9:58:21, time: 1.538, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1539, s0.acc: 94.6799, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2317, s1.loss_cls: 0.0723, s1.acc: 94.9303, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1134, s2.loss_cls: 0.0360, s2.acc: 94.7798, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0530, loss: 1.0675 +2024-03-11 22:07:00,272 - mmdet - INFO - Epoch [19][1100/7330] lr: 4.612e-06, eta: 2 days, 9:56:58, time: 1.536, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1589, s0.acc: 94.4727, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2273, s1.loss_cls: 0.0765, s1.acc: 94.5840, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1122, s2.loss_cls: 0.0378, s2.acc: 94.5153, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0527, loss: 1.0853 +2024-03-11 22:08:19,560 - mmdet - INFO - Epoch [19][1150/7330] lr: 4.612e-06, eta: 2 days, 9:55:38, time: 1.586, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1482, s0.acc: 94.8623, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2256, s1.loss_cls: 0.0713, s1.acc: 94.9337, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1103, s2.loss_cls: 0.0357, s2.acc: 94.7168, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0523, loss: 1.0454 +2024-03-11 22:09:36,455 - mmdet - INFO - Epoch [19][1200/7330] lr: 4.612e-06, eta: 2 days, 9:54:15, time: 1.537, data_time: 0.124, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1552, s0.acc: 94.5645, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2262, s1.loss_cls: 0.0745, s1.acc: 94.7227, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1102, s2.loss_cls: 0.0370, s2.acc: 94.5439, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0514, loss: 1.0602 +2024-03-11 22:10:50,101 - mmdet - INFO - Epoch [19][1250/7330] lr: 4.612e-06, eta: 2 days, 9:52:50, time: 1.473, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1519, s0.acc: 94.8076, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2291, s1.loss_cls: 0.0713, s1.acc: 94.9789, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1128, s2.loss_cls: 0.0354, s2.acc: 94.8971, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0528, loss: 1.0522 +2024-03-11 22:12:12,601 - mmdet - INFO - Epoch [19][1300/7330] lr: 4.612e-06, eta: 2 days, 9:51:33, time: 1.650, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1477, s0.acc: 94.7817, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2252, s1.loss_cls: 0.0699, s1.acc: 94.9591, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1108, s2.loss_cls: 0.0346, s2.acc: 94.8262, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0524, loss: 1.0439 +2024-03-11 22:13:30,571 - mmdet - INFO - Epoch [19][1350/7330] lr: 4.612e-06, eta: 2 days, 9:50:11, time: 1.559, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1525, s0.acc: 94.7000, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2328, s1.loss_cls: 0.0719, s1.acc: 94.8346, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1140, s2.loss_cls: 0.0360, s2.acc: 94.6455, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0537, loss: 1.0722 +2024-03-11 22:14:49,805 - mmdet - INFO - Epoch [19][1400/7330] lr: 4.612e-06, eta: 2 days, 9:48:51, time: 1.585, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1422, s0.acc: 95.0730, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2231, s1.loss_cls: 0.0683, s1.acc: 95.2125, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1095, s2.loss_cls: 0.0339, s2.acc: 95.2525, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0519, loss: 1.0168 +2024-03-11 22:16:06,525 - mmdet - INFO - Epoch [19][1450/7330] lr: 4.612e-06, eta: 2 days, 9:47:29, time: 1.534, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1514, s0.acc: 94.6931, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2275, s1.loss_cls: 0.0707, s1.acc: 94.9358, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1114, s2.loss_cls: 0.0355, s2.acc: 94.8119, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0526, loss: 1.0637 +2024-03-11 22:17:25,018 - mmdet - INFO - Epoch [19][1500/7330] lr: 4.612e-06, eta: 2 days, 9:46:08, time: 1.570, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1631, s0.acc: 94.3337, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2307, s1.loss_cls: 0.0764, s1.acc: 94.5237, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1139, s2.loss_cls: 0.0378, s2.acc: 94.4325, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0539, loss: 1.1135 +2024-03-11 22:18:45,714 - mmdet - INFO - Epoch [19][1550/7330] lr: 4.612e-06, eta: 2 days, 9:44:49, time: 1.614, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1560, s0.acc: 94.6812, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2258, s1.loss_cls: 0.0726, s1.acc: 94.8748, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1108, s2.loss_cls: 0.0368, s2.acc: 94.7003, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0524, loss: 1.0628 +2024-03-11 22:20:08,034 - mmdet - INFO - Epoch [19][1600/7330] lr: 4.612e-06, eta: 2 days, 9:43:32, time: 1.646, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1471, s0.acc: 94.8235, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2270, s1.loss_cls: 0.0694, s1.acc: 95.0362, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1121, s2.loss_cls: 0.0344, s2.acc: 94.9487, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0530, loss: 1.0574 +2024-03-11 22:21:28,318 - mmdet - INFO - Epoch [19][1650/7330] lr: 4.612e-06, eta: 2 days, 9:42:12, time: 1.606, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1558, s0.acc: 94.6160, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2274, s1.loss_cls: 0.0746, s1.acc: 94.6868, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1124, s2.loss_cls: 0.0367, s2.acc: 94.6107, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0535, loss: 1.0757 +2024-03-11 22:22:49,406 - mmdet - INFO - Epoch [19][1700/7330] lr: 4.612e-06, eta: 2 days, 9:40:54, time: 1.622, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1539, s0.acc: 94.7097, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2287, s1.loss_cls: 0.0729, s1.acc: 94.8764, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1130, s2.loss_cls: 0.0363, s2.acc: 94.7822, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0534, loss: 1.0669 +2024-03-11 22:24:10,937 - mmdet - INFO - Epoch [19][1750/7330] lr: 4.612e-06, eta: 2 days, 9:39:36, time: 1.631, data_time: 0.216, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1473, s0.acc: 94.8228, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2198, s1.loss_cls: 0.0697, s1.acc: 95.0703, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1091, s2.loss_cls: 0.0353, s2.acc: 94.8589, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0516, loss: 1.0378 +2024-03-11 22:25:31,016 - mmdet - INFO - Epoch [19][1800/7330] lr: 4.612e-06, eta: 2 days, 9:38:17, time: 1.602, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1527, s0.acc: 94.7126, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2223, s1.loss_cls: 0.0714, s1.acc: 94.9481, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1088, s2.loss_cls: 0.0355, s2.acc: 94.9190, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0510, loss: 1.0415 +2024-03-11 22:26:52,023 - mmdet - INFO - Epoch [19][1850/7330] lr: 4.612e-06, eta: 2 days, 9:36:58, time: 1.620, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1471, s0.acc: 94.8359, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2207, s1.loss_cls: 0.0693, s1.acc: 94.9853, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1079, s2.loss_cls: 0.0343, s2.acc: 94.8664, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0508, loss: 1.0247 +2024-03-11 22:28:09,832 - mmdet - INFO - Epoch [19][1900/7330] lr: 4.612e-06, eta: 2 days, 9:35:37, time: 1.556, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1554, s0.acc: 94.6604, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2236, s1.loss_cls: 0.0740, s1.acc: 94.7954, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1106, s2.loss_cls: 0.0364, s2.acc: 94.7548, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0518, loss: 1.0620 +2024-03-11 22:29:27,062 - mmdet - INFO - Epoch [19][1950/7330] lr: 4.612e-06, eta: 2 days, 9:34:15, time: 1.545, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1502, s0.acc: 94.7146, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2224, s1.loss_cls: 0.0718, s1.acc: 94.8640, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1092, s2.loss_cls: 0.0361, s2.acc: 94.7581, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0519, loss: 1.0606 +2024-03-11 22:30:49,456 - mmdet - INFO - Epoch [19][2000/7330] lr: 4.612e-06, eta: 2 days, 9:32:57, time: 1.648, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1574, s0.acc: 94.5171, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2276, s1.loss_cls: 0.0738, s1.acc: 94.6921, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1127, s2.loss_cls: 0.0366, s2.acc: 94.6296, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0529, loss: 1.0838 +2024-03-11 22:32:08,323 - mmdet - INFO - Epoch [19][2050/7330] lr: 4.612e-06, eta: 2 days, 9:31:37, time: 1.577, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1416, s0.acc: 95.1245, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2158, s1.loss_cls: 0.0667, s1.acc: 95.2467, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1070, s2.loss_cls: 0.0336, s2.acc: 95.0929, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0507, loss: 1.0022 +2024-03-11 22:33:26,665 - mmdet - INFO - Epoch [19][2100/7330] lr: 4.612e-06, eta: 2 days, 9:30:16, time: 1.567, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1573, s0.acc: 94.4592, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2260, s1.loss_cls: 0.0743, s1.acc: 94.7022, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1109, s2.loss_cls: 0.0377, s2.acc: 94.4884, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0524, loss: 1.0911 +2024-03-11 22:34:49,031 - mmdet - INFO - Epoch [19][2150/7330] lr: 4.612e-06, eta: 2 days, 9:28:59, time: 1.647, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1687, s0.acc: 94.1887, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2336, s1.loss_cls: 0.0795, s1.acc: 94.4601, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1143, s2.loss_cls: 0.0389, s2.acc: 94.3294, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0540, loss: 1.1113 +2024-03-11 22:36:10,644 - mmdet - INFO - Epoch [19][2200/7330] lr: 4.612e-06, eta: 2 days, 9:27:41, time: 1.632, data_time: 0.217, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1533, s0.acc: 94.6113, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2248, s1.loss_cls: 0.0723, s1.acc: 94.8043, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1113, s2.loss_cls: 0.0364, s2.acc: 94.6432, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0528, loss: 1.0681 +2024-03-11 22:37:31,954 - mmdet - INFO - Epoch [19][2250/7330] lr: 4.612e-06, eta: 2 days, 9:26:23, time: 1.626, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1504, s0.acc: 94.7649, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2208, s1.loss_cls: 0.0718, s1.acc: 94.9193, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1085, s2.loss_cls: 0.0365, s2.acc: 94.7185, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0509, loss: 1.0445 +2024-03-11 22:38:58,378 - mmdet - INFO - Epoch [19][2300/7330] lr: 4.612e-06, eta: 2 days, 9:25:09, time: 1.728, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1636, s0.acc: 94.2605, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2354, s1.loss_cls: 0.0775, s1.acc: 94.4524, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1161, s2.loss_cls: 0.0391, s2.acc: 94.2251, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0546, loss: 1.1214 +2024-03-11 22:40:20,146 - mmdet - INFO - Epoch [19][2350/7330] lr: 4.612e-06, eta: 2 days, 9:23:52, time: 1.635, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1538, s0.acc: 94.6475, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2302, s1.loss_cls: 0.0727, s1.acc: 94.8292, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1141, s2.loss_cls: 0.0361, s2.acc: 94.7250, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0541, loss: 1.0871 +2024-03-11 22:41:42,045 - mmdet - INFO - Epoch [19][2400/7330] lr: 4.612e-06, eta: 2 days, 9:22:34, time: 1.638, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1575, s0.acc: 94.6155, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2261, s1.loss_cls: 0.0741, s1.acc: 94.7522, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1125, s2.loss_cls: 0.0371, s2.acc: 94.6035, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0533, loss: 1.0781 +2024-03-11 22:43:05,475 - mmdet - INFO - Epoch [19][2450/7330] lr: 4.612e-06, eta: 2 days, 9:21:18, time: 1.669, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1522, s0.acc: 94.7273, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2287, s1.loss_cls: 0.0719, s1.acc: 94.8786, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1115, s2.loss_cls: 0.0355, s2.acc: 94.8154, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0524, loss: 1.0620 +2024-03-11 22:44:26,450 - mmdet - INFO - Epoch [19][2500/7330] lr: 4.612e-06, eta: 2 days, 9:19:59, time: 1.619, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1525, s0.acc: 94.6257, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2316, s1.loss_cls: 0.0719, s1.acc: 94.8036, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1144, s2.loss_cls: 0.0359, s2.acc: 94.7219, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0536, loss: 1.0740 +2024-03-11 22:45:47,821 - mmdet - INFO - Epoch [19][2550/7330] lr: 4.612e-06, eta: 2 days, 9:18:41, time: 1.627, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1454, s0.acc: 95.0037, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2275, s1.loss_cls: 0.0691, s1.acc: 95.1351, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1124, s2.loss_cls: 0.0343, s2.acc: 95.0492, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0531, loss: 1.0332 +2024-03-11 22:47:10,394 - mmdet - INFO - Epoch [19][2600/7330] lr: 4.612e-06, eta: 2 days, 9:17:24, time: 1.651, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1497, s0.acc: 94.8777, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2267, s1.loss_cls: 0.0704, s1.acc: 95.0735, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1130, s2.loss_cls: 0.0351, s2.acc: 94.8925, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0534, loss: 1.0466 +2024-03-11 22:48:32,414 - mmdet - INFO - Epoch [19][2650/7330] lr: 4.612e-06, eta: 2 days, 9:16:07, time: 1.640, data_time: 0.225, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1559, s0.acc: 94.5864, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2305, s1.loss_cls: 0.0743, s1.acc: 94.7768, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1134, s2.loss_cls: 0.0370, s2.acc: 94.5807, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0535, loss: 1.0832 +2024-03-11 22:49:54,743 - mmdet - INFO - Epoch [19][2700/7330] lr: 4.612e-06, eta: 2 days, 9:14:49, time: 1.647, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1528, s0.acc: 94.6279, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2329, s1.loss_cls: 0.0713, s1.acc: 94.8376, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1138, s2.loss_cls: 0.0358, s2.acc: 94.6530, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0533, loss: 1.0726 +2024-03-11 22:51:12,141 - mmdet - INFO - Epoch [19][2750/7330] lr: 4.612e-06, eta: 2 days, 9:13:27, time: 1.548, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1423, s0.acc: 94.9785, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2234, s1.loss_cls: 0.0668, s1.acc: 95.1482, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1105, s2.loss_cls: 0.0338, s2.acc: 94.9308, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0520, loss: 1.0202 +2024-03-11 22:52:32,578 - mmdet - INFO - Epoch [19][2800/7330] lr: 4.612e-06, eta: 2 days, 9:12:08, time: 1.608, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1526, s0.acc: 94.6653, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2296, s1.loss_cls: 0.0719, s1.acc: 94.8071, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1120, s2.loss_cls: 0.0358, s2.acc: 94.7014, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0526, loss: 1.0628 +2024-03-11 22:53:50,975 - mmdet - INFO - Epoch [19][2850/7330] lr: 4.612e-06, eta: 2 days, 9:10:47, time: 1.568, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1504, s0.acc: 94.6936, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2261, s1.loss_cls: 0.0705, s1.acc: 94.9121, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1116, s2.loss_cls: 0.0356, s2.acc: 94.5998, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0523, loss: 1.0530 +2024-03-11 22:55:06,743 - mmdet - INFO - Epoch [19][2900/7330] lr: 4.612e-06, eta: 2 days, 9:09:24, time: 1.515, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1523, s0.acc: 94.7434, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2234, s1.loss_cls: 0.0721, s1.acc: 94.9152, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1105, s2.loss_cls: 0.0362, s2.acc: 94.7763, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0520, loss: 1.0552 +2024-03-11 22:56:25,764 - mmdet - INFO - Epoch [19][2950/7330] lr: 4.612e-06, eta: 2 days, 9:08:03, time: 1.580, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1552, s0.acc: 94.5786, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2250, s1.loss_cls: 0.0729, s1.acc: 94.7937, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1108, s2.loss_cls: 0.0364, s2.acc: 94.6339, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0524, loss: 1.0681 +2024-03-11 22:57:42,579 - mmdet - INFO - Epoch [19][3000/7330] lr: 4.612e-06, eta: 2 days, 9:06:41, time: 1.536, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1551, s0.acc: 94.5156, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2276, s1.loss_cls: 0.0728, s1.acc: 94.8082, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1111, s2.loss_cls: 0.0360, s2.acc: 94.6857, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0517, loss: 1.0616 +2024-03-11 22:59:01,952 - mmdet - INFO - Epoch [19][3050/7330] lr: 4.612e-06, eta: 2 days, 9:05:21, time: 1.588, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1470, s0.acc: 94.8450, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2261, s1.loss_cls: 0.0692, s1.acc: 95.0497, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1114, s2.loss_cls: 0.0349, s2.acc: 94.7994, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0524, loss: 1.0368 +2024-03-11 23:00:22,049 - mmdet - INFO - Epoch [19][3100/7330] lr: 4.612e-06, eta: 2 days, 9:04:01, time: 1.602, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1453, s0.acc: 94.9368, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2280, s1.loss_cls: 0.0688, s1.acc: 95.0968, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1109, s2.loss_cls: 0.0344, s2.acc: 94.9979, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0514, loss: 1.0355 +2024-03-11 23:01:39,281 - mmdet - INFO - Epoch [19][3150/7330] lr: 4.612e-06, eta: 2 days, 9:02:39, time: 1.544, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1495, s0.acc: 94.7759, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2268, s1.loss_cls: 0.0702, s1.acc: 94.9775, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1110, s2.loss_cls: 0.0354, s2.acc: 94.7784, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0519, loss: 1.0539 +2024-03-11 23:02:59,917 - mmdet - INFO - Epoch [19][3200/7330] lr: 4.612e-06, eta: 2 days, 9:01:20, time: 1.613, data_time: 0.108, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1553, s0.acc: 94.5520, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2291, s1.loss_cls: 0.0734, s1.acc: 94.7609, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1134, s2.loss_cls: 0.0365, s2.acc: 94.6361, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0539, loss: 1.0746 +2024-03-11 23:04:21,795 - mmdet - INFO - Epoch [19][3250/7330] lr: 4.612e-06, eta: 2 days, 9:00:03, time: 1.638, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1499, s0.acc: 94.6946, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2298, s1.loss_cls: 0.0710, s1.acc: 94.9078, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1129, s2.loss_cls: 0.0359, s2.acc: 94.6440, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0535, loss: 1.0725 +2024-03-11 23:05:43,248 - mmdet - INFO - Epoch [19][3300/7330] lr: 4.612e-06, eta: 2 days, 8:58:45, time: 1.629, data_time: 0.196, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1510, s0.acc: 94.8086, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2255, s1.loss_cls: 0.0713, s1.acc: 95.0305, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1107, s2.loss_cls: 0.0356, s2.acc: 94.8776, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0522, loss: 1.0369 +2024-03-11 23:07:02,893 - mmdet - INFO - Epoch [19][3350/7330] lr: 4.612e-06, eta: 2 days, 8:57:25, time: 1.593, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1481, s0.acc: 94.7441, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2318, s1.loss_cls: 0.0698, s1.acc: 94.9523, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1133, s2.loss_cls: 0.0350, s2.acc: 94.8019, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0532, loss: 1.0546 +2024-03-11 23:08:24,079 - mmdet - INFO - Epoch [19][3400/7330] lr: 4.612e-06, eta: 2 days, 8:56:07, time: 1.624, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1433, s0.acc: 94.9792, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2250, s1.loss_cls: 0.0694, s1.acc: 94.9878, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1097, s2.loss_cls: 0.0350, s2.acc: 94.8264, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0518, loss: 1.0273 +2024-03-11 23:09:43,169 - mmdet - INFO - Epoch [19][3450/7330] lr: 4.612e-06, eta: 2 days, 8:54:46, time: 1.582, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1493, s0.acc: 94.8799, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2267, s1.loss_cls: 0.0698, s1.acc: 95.1746, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1112, s2.loss_cls: 0.0350, s2.acc: 94.9879, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0525, loss: 1.0403 +2024-03-11 23:10:56,173 - mmdet - INFO - Epoch [19][3500/7330] lr: 4.612e-06, eta: 2 days, 8:53:20, time: 1.460, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1492, s0.acc: 94.7175, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2287, s1.loss_cls: 0.0699, s1.acc: 94.9230, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1122, s2.loss_cls: 0.0353, s2.acc: 94.8152, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0530, loss: 1.0558 +2024-03-11 23:12:18,279 - mmdet - INFO - Epoch [19][3550/7330] lr: 4.612e-06, eta: 2 days, 8:52:03, time: 1.642, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1613, s0.acc: 94.3779, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2317, s1.loss_cls: 0.0762, s1.acc: 94.6089, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1119, s2.loss_cls: 0.0375, s2.acc: 94.5137, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0526, loss: 1.0931 +2024-03-11 23:13:38,175 - mmdet - INFO - Epoch [19][3600/7330] lr: 4.612e-06, eta: 2 days, 8:50:43, time: 1.598, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1512, s0.acc: 94.6726, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2318, s1.loss_cls: 0.0720, s1.acc: 94.7380, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1133, s2.loss_cls: 0.0360, s2.acc: 94.5743, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0531, loss: 1.0676 +2024-03-11 23:14:57,845 - mmdet - INFO - Epoch [19][3650/7330] lr: 4.612e-06, eta: 2 days, 8:49:23, time: 1.593, data_time: 0.104, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1508, s0.acc: 94.7124, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2274, s1.loss_cls: 0.0718, s1.acc: 94.8348, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1123, s2.loss_cls: 0.0357, s2.acc: 94.7294, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0532, loss: 1.0637 +2024-03-11 23:16:20,450 - mmdet - INFO - Epoch [19][3700/7330] lr: 4.612e-06, eta: 2 days, 8:48:06, time: 1.652, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1496, s0.acc: 94.7036, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2257, s1.loss_cls: 0.0715, s1.acc: 94.8430, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1115, s2.loss_cls: 0.0362, s2.acc: 94.6304, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0524, loss: 1.0664 +2024-03-11 23:17:38,055 - mmdet - INFO - Epoch [19][3750/7330] lr: 4.612e-06, eta: 2 days, 8:46:45, time: 1.552, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1401, s0.acc: 95.0085, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2257, s1.loss_cls: 0.0672, s1.acc: 95.0717, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1127, s2.loss_cls: 0.0335, s2.acc: 94.9450, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0531, loss: 1.0227 +2024-03-11 23:18:56,400 - mmdet - INFO - Epoch [19][3800/7330] lr: 4.612e-06, eta: 2 days, 8:45:24, time: 1.567, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1397, s0.acc: 95.0442, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2283, s1.loss_cls: 0.0661, s1.acc: 95.1738, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1130, s2.loss_cls: 0.0333, s2.acc: 95.0564, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0532, loss: 1.0202 +2024-03-11 23:20:15,216 - mmdet - INFO - Epoch [19][3850/7330] lr: 4.612e-06, eta: 2 days, 8:44:03, time: 1.576, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1433, s0.acc: 94.9949, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2301, s1.loss_cls: 0.0688, s1.acc: 95.1061, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1134, s2.loss_cls: 0.0342, s2.acc: 94.9270, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0533, loss: 1.0322 +2024-03-11 23:21:36,516 - mmdet - INFO - Epoch [19][3900/7330] lr: 4.612e-06, eta: 2 days, 8:42:45, time: 1.626, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1560, s0.acc: 94.5710, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2266, s1.loss_cls: 0.0729, s1.acc: 94.8768, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1123, s2.loss_cls: 0.0357, s2.acc: 94.7887, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0529, loss: 1.0760 +2024-03-11 23:22:58,967 - mmdet - INFO - Epoch [19][3950/7330] lr: 4.612e-06, eta: 2 days, 8:41:28, time: 1.649, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1520, s0.acc: 94.6436, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2302, s1.loss_cls: 0.0711, s1.acc: 94.8917, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1140, s2.loss_cls: 0.0356, s2.acc: 94.7763, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0533, loss: 1.0683 +2024-03-11 23:24:22,035 - mmdet - INFO - Epoch [19][4000/7330] lr: 4.612e-06, eta: 2 days, 8:40:11, time: 1.661, data_time: 0.210, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1526, s0.acc: 94.6226, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2292, s1.loss_cls: 0.0721, s1.acc: 94.7666, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1122, s2.loss_cls: 0.0364, s2.acc: 94.5858, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0530, loss: 1.0804 +2024-03-11 23:25:44,295 - mmdet - INFO - Epoch [19][4050/7330] lr: 4.612e-06, eta: 2 days, 8:38:54, time: 1.645, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1506, s0.acc: 94.7534, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2323, s1.loss_cls: 0.0706, s1.acc: 95.0257, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1147, s2.loss_cls: 0.0350, s2.acc: 94.9298, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0542, loss: 1.0684 +2024-03-11 23:27:05,469 - mmdet - INFO - Epoch [19][4100/7330] lr: 4.612e-06, eta: 2 days, 8:37:35, time: 1.623, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1503, s0.acc: 94.7854, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2221, s1.loss_cls: 0.0714, s1.acc: 94.9719, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1096, s2.loss_cls: 0.0349, s2.acc: 94.9376, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0516, loss: 1.0481 +2024-03-11 23:28:29,152 - mmdet - INFO - Epoch [19][4150/7330] lr: 4.612e-06, eta: 2 days, 8:36:19, time: 1.674, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1539, s0.acc: 94.6833, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2325, s1.loss_cls: 0.0727, s1.acc: 94.8309, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1143, s2.loss_cls: 0.0361, s2.acc: 94.7657, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0533, loss: 1.0763 +2024-03-11 23:29:48,881 - mmdet - INFO - Epoch [19][4200/7330] lr: 4.612e-06, eta: 2 days, 8:34:59, time: 1.595, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1509, s0.acc: 94.6357, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2241, s1.loss_cls: 0.0724, s1.acc: 94.7217, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1117, s2.loss_cls: 0.0361, s2.acc: 94.5880, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0527, loss: 1.0508 +2024-03-11 23:31:07,788 - mmdet - INFO - Epoch [19][4250/7330] lr: 4.612e-06, eta: 2 days, 8:33:39, time: 1.578, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1541, s0.acc: 94.7134, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2309, s1.loss_cls: 0.0725, s1.acc: 94.9234, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1134, s2.loss_cls: 0.0360, s2.acc: 94.8119, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0536, loss: 1.0710 +2024-03-11 23:32:28,001 - mmdet - INFO - Epoch [19][4300/7330] lr: 4.612e-06, eta: 2 days, 8:32:20, time: 1.604, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1652, s0.acc: 94.2876, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2297, s1.loss_cls: 0.0787, s1.acc: 94.4343, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1120, s2.loss_cls: 0.0384, s2.acc: 94.3698, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0527, loss: 1.0968 +2024-03-11 23:33:50,052 - mmdet - INFO - Epoch [19][4350/7330] lr: 4.612e-06, eta: 2 days, 8:31:02, time: 1.641, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1574, s0.acc: 94.4253, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2299, s1.loss_cls: 0.0748, s1.acc: 94.5454, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1136, s2.loss_cls: 0.0379, s2.acc: 94.3977, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0538, loss: 1.0887 +2024-03-11 23:35:12,931 - mmdet - INFO - Epoch [19][4400/7330] lr: 4.612e-06, eta: 2 days, 8:29:45, time: 1.658, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1579, s0.acc: 94.4880, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2317, s1.loss_cls: 0.0742, s1.acc: 94.6596, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1140, s2.loss_cls: 0.0370, s2.acc: 94.4337, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0537, loss: 1.1020 +2024-03-11 23:36:33,233 - mmdet - INFO - Epoch [19][4450/7330] lr: 4.612e-06, eta: 2 days, 8:28:26, time: 1.606, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1558, s0.acc: 94.6685, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2293, s1.loss_cls: 0.0727, s1.acc: 94.9191, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1127, s2.loss_cls: 0.0357, s2.acc: 94.8864, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0531, loss: 1.0675 +2024-03-11 23:37:52,537 - mmdet - INFO - Epoch [19][4500/7330] lr: 4.612e-06, eta: 2 days, 8:27:06, time: 1.586, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1605, s0.acc: 94.6436, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2321, s1.loss_cls: 0.0752, s1.acc: 94.8529, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1136, s2.loss_cls: 0.0374, s2.acc: 94.7211, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0534, loss: 1.0756 +2024-03-11 23:39:13,005 - mmdet - INFO - Epoch [19][4550/7330] lr: 4.612e-06, eta: 2 days, 8:25:47, time: 1.610, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1537, s0.acc: 94.7104, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2230, s1.loss_cls: 0.0725, s1.acc: 94.8762, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1108, s2.loss_cls: 0.0362, s2.acc: 94.8427, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0527, loss: 1.0570 +2024-03-11 23:40:37,833 - mmdet - INFO - Epoch [19][4600/7330] lr: 4.612e-06, eta: 2 days, 8:24:32, time: 1.697, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1543, s0.acc: 94.6685, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2326, s1.loss_cls: 0.0718, s1.acc: 94.9421, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1133, s2.loss_cls: 0.0357, s2.acc: 94.8458, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0534, loss: 1.0684 +2024-03-11 23:41:57,622 - mmdet - INFO - Epoch [19][4650/7330] lr: 4.612e-06, eta: 2 days, 8:23:12, time: 1.596, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1606, s0.acc: 94.4509, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2292, s1.loss_cls: 0.0762, s1.acc: 94.5065, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1121, s2.loss_cls: 0.0376, s2.acc: 94.5517, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0523, loss: 1.0847 +2024-03-11 23:43:19,865 - mmdet - INFO - Epoch [19][4700/7330] lr: 4.612e-06, eta: 2 days, 8:21:55, time: 1.645, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1596, s0.acc: 94.4832, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2334, s1.loss_cls: 0.0758, s1.acc: 94.5790, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1150, s2.loss_cls: 0.0372, s2.acc: 94.6489, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0535, loss: 1.0900 +2024-03-11 23:44:37,324 - mmdet - INFO - Epoch [19][4750/7330] lr: 4.612e-06, eta: 2 days, 8:20:33, time: 1.549, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1482, s0.acc: 94.8259, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2262, s1.loss_cls: 0.0703, s1.acc: 95.0422, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1114, s2.loss_cls: 0.0350, s2.acc: 94.8316, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0525, loss: 1.0581 +2024-03-11 23:45:51,018 - mmdet - INFO - Epoch [19][4800/7330] lr: 4.612e-06, eta: 2 days, 8:19:08, time: 1.474, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1539, s0.acc: 94.6897, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2288, s1.loss_cls: 0.0722, s1.acc: 94.8943, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1128, s2.loss_cls: 0.0360, s2.acc: 94.7132, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0530, loss: 1.0693 +2024-03-11 23:47:10,476 - mmdet - INFO - Epoch [19][4850/7330] lr: 4.612e-06, eta: 2 days, 8:17:48, time: 1.589, data_time: 0.210, memory: 23149, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1635, s0.acc: 94.3030, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2297, s1.loss_cls: 0.0770, s1.acc: 94.4957, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1124, s2.loss_cls: 0.0381, s2.acc: 94.4494, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0531, loss: 1.1071 +2024-03-11 23:48:29,872 - mmdet - INFO - Epoch [19][4900/7330] lr: 4.612e-06, eta: 2 days, 8:16:28, time: 1.588, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1666, s0.acc: 94.3167, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2330, s1.loss_cls: 0.0793, s1.acc: 94.3821, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1139, s2.loss_cls: 0.0391, s2.acc: 94.3792, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0535, loss: 1.1078 +2024-03-11 23:49:48,273 - mmdet - INFO - Epoch [19][4950/7330] lr: 4.612e-06, eta: 2 days, 8:15:07, time: 1.568, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1512, s0.acc: 94.7070, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2225, s1.loss_cls: 0.0712, s1.acc: 94.9296, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1093, s2.loss_cls: 0.0358, s2.acc: 94.6685, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0515, loss: 1.0482 +2024-03-11 23:51:05,057 - mmdet - INFO - Epoch [19][5000/7330] lr: 4.612e-06, eta: 2 days, 8:13:44, time: 1.536, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1633, s0.acc: 94.2798, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2295, s1.loss_cls: 0.0774, s1.acc: 94.4080, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1130, s2.loss_cls: 0.0386, s2.acc: 94.3431, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0534, loss: 1.1179 +2024-03-11 23:52:24,970 - mmdet - INFO - Epoch [19][5050/7330] lr: 4.612e-06, eta: 2 days, 8:12:25, time: 1.598, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1533, s0.acc: 94.7441, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2306, s1.loss_cls: 0.0724, s1.acc: 94.9035, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1136, s2.loss_cls: 0.0359, s2.acc: 94.8322, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0539, loss: 1.0749 +2024-03-11 23:53:45,616 - mmdet - INFO - Epoch [19][5100/7330] lr: 4.612e-06, eta: 2 days, 8:11:06, time: 1.613, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1519, s0.acc: 94.6794, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2241, s1.loss_cls: 0.0727, s1.acc: 94.8255, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1109, s2.loss_cls: 0.0364, s2.acc: 94.5110, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0520, loss: 1.0543 +2024-03-11 23:55:04,811 - mmdet - INFO - Epoch [19][5150/7330] lr: 4.612e-06, eta: 2 days, 8:09:45, time: 1.584, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1554, s0.acc: 94.6389, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2250, s1.loss_cls: 0.0726, s1.acc: 94.8111, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1111, s2.loss_cls: 0.0366, s2.acc: 94.6928, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0524, loss: 1.0666 +2024-03-11 23:56:23,214 - mmdet - INFO - Epoch [19][5200/7330] lr: 4.612e-06, eta: 2 days, 8:08:25, time: 1.568, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1494, s0.acc: 94.7610, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2311, s1.loss_cls: 0.0706, s1.acc: 94.9629, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1147, s2.loss_cls: 0.0350, s2.acc: 94.8705, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0541, loss: 1.0656 +2024-03-11 23:57:43,906 - mmdet - INFO - Epoch [19][5250/7330] lr: 4.612e-06, eta: 2 days, 8:07:06, time: 1.613, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1640, s0.acc: 94.3860, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2347, s1.loss_cls: 0.0779, s1.acc: 94.6138, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1151, s2.loss_cls: 0.0380, s2.acc: 94.6496, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0542, loss: 1.1087 +2024-03-11 23:59:07,268 - mmdet - INFO - Epoch [19][5300/7330] lr: 4.612e-06, eta: 2 days, 8:05:49, time: 1.668, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1544, s0.acc: 94.6726, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2315, s1.loss_cls: 0.0734, s1.acc: 94.7448, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1126, s2.loss_cls: 0.0365, s2.acc: 94.6937, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0529, loss: 1.0632 +2024-03-12 00:00:26,276 - mmdet - INFO - Epoch [19][5350/7330] lr: 4.612e-06, eta: 2 days, 8:04:29, time: 1.580, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1503, s0.acc: 94.7585, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2293, s1.loss_cls: 0.0703, s1.acc: 94.9977, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1126, s2.loss_cls: 0.0351, s2.acc: 94.8951, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0530, loss: 1.0681 +2024-03-12 00:01:46,278 - mmdet - INFO - Epoch [19][5400/7330] lr: 4.612e-06, eta: 2 days, 8:03:09, time: 1.600, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1409, s0.acc: 95.0312, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2291, s1.loss_cls: 0.0658, s1.acc: 95.3115, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1124, s2.loss_cls: 0.0331, s2.acc: 95.1238, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0526, loss: 1.0281 +2024-03-12 00:03:08,162 - mmdet - INFO - Epoch [19][5450/7330] lr: 4.612e-06, eta: 2 days, 8:01:52, time: 1.638, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1492, s0.acc: 94.7505, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2251, s1.loss_cls: 0.0707, s1.acc: 94.8571, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1106, s2.loss_cls: 0.0350, s2.acc: 94.8045, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0520, loss: 1.0473 +2024-03-12 00:04:28,733 - mmdet - INFO - Epoch [19][5500/7330] lr: 4.612e-06, eta: 2 days, 8:00:33, time: 1.611, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1549, s0.acc: 94.6523, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2268, s1.loss_cls: 0.0731, s1.acc: 94.8378, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1117, s2.loss_cls: 0.0361, s2.acc: 94.6718, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0523, loss: 1.0577 +2024-03-12 00:05:47,992 - mmdet - INFO - Epoch [19][5550/7330] lr: 4.612e-06, eta: 2 days, 7:59:13, time: 1.585, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1567, s0.acc: 94.6245, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2339, s1.loss_cls: 0.0735, s1.acc: 94.8017, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1154, s2.loss_cls: 0.0360, s2.acc: 94.7091, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0544, loss: 1.0830 +2024-03-12 00:07:09,121 - mmdet - INFO - Epoch [19][5600/7330] lr: 4.612e-06, eta: 2 days, 7:57:54, time: 1.623, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1440, s0.acc: 94.9844, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2271, s1.loss_cls: 0.0679, s1.acc: 95.1298, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1120, s2.loss_cls: 0.0333, s2.acc: 95.0343, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0529, loss: 1.0384 +2024-03-12 00:08:29,687 - mmdet - INFO - Epoch [19][5650/7330] lr: 4.612e-06, eta: 2 days, 7:56:35, time: 1.611, data_time: 0.220, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1507, s0.acc: 94.8540, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2257, s1.loss_cls: 0.0704, s1.acc: 95.0707, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1115, s2.loss_cls: 0.0355, s2.acc: 94.9204, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0527, loss: 1.0435 +2024-03-12 00:09:46,122 - mmdet - INFO - Epoch [19][5700/7330] lr: 4.612e-06, eta: 2 days, 7:55:12, time: 1.529, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1531, s0.acc: 94.5745, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2307, s1.loss_cls: 0.0713, s1.acc: 94.7969, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1148, s2.loss_cls: 0.0358, s2.acc: 94.6540, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0545, loss: 1.0869 +2024-03-12 00:11:04,757 - mmdet - INFO - Epoch [19][5750/7330] lr: 4.612e-06, eta: 2 days, 7:53:52, time: 1.573, data_time: 0.113, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1552, s0.acc: 94.6067, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2297, s1.loss_cls: 0.0727, s1.acc: 94.8508, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1136, s2.loss_cls: 0.0358, s2.acc: 94.7679, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0536, loss: 1.0749 +2024-03-12 00:12:23,458 - mmdet - INFO - Epoch [19][5800/7330] lr: 4.612e-06, eta: 2 days, 7:52:31, time: 1.574, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1533, s0.acc: 94.5884, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2311, s1.loss_cls: 0.0736, s1.acc: 94.6929, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1134, s2.loss_cls: 0.0362, s2.acc: 94.6261, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0531, loss: 1.0712 +2024-03-12 00:13:42,778 - mmdet - INFO - Epoch [19][5850/7330] lr: 4.612e-06, eta: 2 days, 7:51:11, time: 1.586, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1414, s0.acc: 95.0225, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2282, s1.loss_cls: 0.0667, s1.acc: 95.1725, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1128, s2.loss_cls: 0.0336, s2.acc: 95.0347, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0535, loss: 1.0207 +2024-03-12 00:15:01,816 - mmdet - INFO - Epoch [19][5900/7330] lr: 4.612e-06, eta: 2 days, 7:49:50, time: 1.581, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1471, s0.acc: 94.9600, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2254, s1.loss_cls: 0.0704, s1.acc: 95.0543, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1111, s2.loss_cls: 0.0349, s2.acc: 94.9409, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0525, loss: 1.0392 +2024-03-12 00:16:26,244 - mmdet - INFO - Epoch [19][5950/7330] lr: 4.612e-06, eta: 2 days, 7:48:35, time: 1.689, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1525, s0.acc: 94.6875, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2319, s1.loss_cls: 0.0726, s1.acc: 94.7715, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1135, s2.loss_cls: 0.0362, s2.acc: 94.6419, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0530, loss: 1.0730 +2024-03-12 00:17:46,402 - mmdet - INFO - Epoch [19][6000/7330] lr: 4.612e-06, eta: 2 days, 7:47:16, time: 1.603, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1480, s0.acc: 94.7266, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2293, s1.loss_cls: 0.0699, s1.acc: 94.9512, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1125, s2.loss_cls: 0.0346, s2.acc: 94.8442, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0531, loss: 1.0583 +2024-03-12 00:19:05,078 - mmdet - INFO - Epoch [19][6050/7330] lr: 4.612e-06, eta: 2 days, 7:45:55, time: 1.574, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1537, s0.acc: 94.6467, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2331, s1.loss_cls: 0.0737, s1.acc: 94.7468, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1132, s2.loss_cls: 0.0367, s2.acc: 94.6386, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0533, loss: 1.0729 +2024-03-12 00:20:20,656 - mmdet - INFO - Epoch [19][6100/7330] lr: 4.612e-06, eta: 2 days, 7:44:31, time: 1.512, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1449, s0.acc: 94.9143, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2247, s1.loss_cls: 0.0683, s1.acc: 95.1077, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1117, s2.loss_cls: 0.0339, s2.acc: 94.8784, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0530, loss: 1.0245 +2024-03-12 00:21:43,814 - mmdet - INFO - Epoch [19][6150/7330] lr: 4.612e-06, eta: 2 days, 7:43:15, time: 1.663, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1626, s0.acc: 94.3257, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2334, s1.loss_cls: 0.0770, s1.acc: 94.4975, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1150, s2.loss_cls: 0.0379, s2.acc: 94.4251, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0544, loss: 1.1068 +2024-03-12 00:23:02,032 - mmdet - INFO - Epoch [19][6200/7330] lr: 4.612e-06, eta: 2 days, 7:41:54, time: 1.564, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1493, s0.acc: 94.8054, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2197, s1.loss_cls: 0.0702, s1.acc: 94.9597, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1083, s2.loss_cls: 0.0354, s2.acc: 94.7498, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0509, loss: 1.0338 +2024-03-12 00:24:21,404 - mmdet - INFO - Epoch [19][6250/7330] lr: 4.612e-06, eta: 2 days, 7:40:34, time: 1.587, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1599, s0.acc: 94.4661, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2284, s1.loss_cls: 0.0750, s1.acc: 94.6629, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1130, s2.loss_cls: 0.0370, s2.acc: 94.5412, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0535, loss: 1.0808 +2024-03-12 00:25:43,579 - mmdet - INFO - Epoch [19][6300/7330] lr: 4.612e-06, eta: 2 days, 7:39:16, time: 1.643, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1576, s0.acc: 94.6099, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2359, s1.loss_cls: 0.0752, s1.acc: 94.7499, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1157, s2.loss_cls: 0.0374, s2.acc: 94.5479, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0541, loss: 1.0930 +2024-03-12 00:27:07,089 - mmdet - INFO - Epoch [19][6350/7330] lr: 4.612e-06, eta: 2 days, 7:38:00, time: 1.670, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1472, s0.acc: 94.8230, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2301, s1.loss_cls: 0.0694, s1.acc: 94.9354, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1118, s2.loss_cls: 0.0346, s2.acc: 94.7893, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0527, loss: 1.0553 +2024-03-12 00:28:27,812 - mmdet - INFO - Epoch [19][6400/7330] lr: 4.612e-06, eta: 2 days, 7:36:41, time: 1.614, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1566, s0.acc: 94.5334, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2275, s1.loss_cls: 0.0739, s1.acc: 94.7254, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1118, s2.loss_cls: 0.0365, s2.acc: 94.6705, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0525, loss: 1.0731 +2024-03-12 00:29:48,465 - mmdet - INFO - Epoch [19][6450/7330] lr: 4.612e-06, eta: 2 days, 7:35:22, time: 1.613, data_time: 0.111, memory: 23149, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1580, s0.acc: 94.5820, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2264, s1.loss_cls: 0.0749, s1.acc: 94.8027, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1119, s2.loss_cls: 0.0370, s2.acc: 94.7088, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0527, loss: 1.0702 +2024-03-12 00:31:07,428 - mmdet - INFO - Epoch [19][6500/7330] lr: 4.612e-06, eta: 2 days, 7:34:02, time: 1.579, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1589, s0.acc: 94.4736, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2314, s1.loss_cls: 0.0744, s1.acc: 94.6640, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1122, s2.loss_cls: 0.0369, s2.acc: 94.5211, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0528, loss: 1.0942 +2024-03-12 00:32:22,057 - mmdet - INFO - Epoch [19][6550/7330] lr: 4.612e-06, eta: 2 days, 7:32:37, time: 1.493, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1540, s0.acc: 94.6387, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2297, s1.loss_cls: 0.0727, s1.acc: 94.8158, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1130, s2.loss_cls: 0.0366, s2.acc: 94.6491, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0531, loss: 1.0721 +2024-03-12 00:33:42,558 - mmdet - INFO - Epoch [19][6600/7330] lr: 4.612e-06, eta: 2 days, 7:31:18, time: 1.610, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1503, s0.acc: 94.8269, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2233, s1.loss_cls: 0.0712, s1.acc: 94.9941, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1104, s2.loss_cls: 0.0354, s2.acc: 94.8751, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0521, loss: 1.0341 +2024-03-12 00:35:03,318 - mmdet - INFO - Epoch [19][6650/7330] lr: 4.612e-06, eta: 2 days, 7:29:59, time: 1.615, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1518, s0.acc: 94.6794, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2274, s1.loss_cls: 0.0714, s1.acc: 94.8361, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1119, s2.loss_cls: 0.0354, s2.acc: 94.7663, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0528, loss: 1.0669 +2024-03-12 00:36:20,531 - mmdet - INFO - Epoch [19][6700/7330] lr: 4.612e-06, eta: 2 days, 7:28:37, time: 1.544, data_time: 0.116, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1538, s0.acc: 94.6445, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2255, s1.loss_cls: 0.0738, s1.acc: 94.7497, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1115, s2.loss_cls: 0.0366, s2.acc: 94.6367, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0523, loss: 1.0673 +2024-03-12 00:37:40,268 - mmdet - INFO - Epoch [19][6750/7330] lr: 4.612e-06, eta: 2 days, 7:27:18, time: 1.595, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1502, s0.acc: 94.7830, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2223, s1.loss_cls: 0.0714, s1.acc: 94.8940, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1105, s2.loss_cls: 0.0355, s2.acc: 94.8456, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0521, loss: 1.0454 +2024-03-12 00:39:03,243 - mmdet - INFO - Epoch [19][6800/7330] lr: 4.612e-06, eta: 2 days, 7:26:01, time: 1.660, data_time: 0.247, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1593, s0.acc: 94.5864, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2205, s1.loss_cls: 0.0749, s1.acc: 94.8604, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1091, s2.loss_cls: 0.0371, s2.acc: 94.6691, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0513, loss: 1.0726 +2024-03-12 00:40:20,154 - mmdet - INFO - Epoch [19][6850/7330] lr: 4.612e-06, eta: 2 days, 7:24:39, time: 1.538, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1556, s0.acc: 94.7498, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2247, s1.loss_cls: 0.0737, s1.acc: 94.8505, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1108, s2.loss_cls: 0.0364, s2.acc: 94.7551, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0523, loss: 1.0510 +2024-03-12 00:41:38,006 - mmdet - INFO - Epoch [19][6900/7330] lr: 4.612e-06, eta: 2 days, 7:23:17, time: 1.557, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1543, s0.acc: 94.7695, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2241, s1.loss_cls: 0.0742, s1.acc: 94.8499, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1112, s2.loss_cls: 0.0365, s2.acc: 94.7468, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0524, loss: 1.0440 +2024-03-12 00:42:55,700 - mmdet - INFO - Epoch [19][6950/7330] lr: 4.612e-06, eta: 2 days, 7:21:56, time: 1.554, data_time: 0.206, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1551, s0.acc: 94.6467, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2281, s1.loss_cls: 0.0728, s1.acc: 94.8825, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1130, s2.loss_cls: 0.0368, s2.acc: 94.7270, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0533, loss: 1.0675 +2024-03-12 00:44:18,053 - mmdet - INFO - Epoch [19][7000/7330] lr: 4.612e-06, eta: 2 days, 7:20:38, time: 1.647, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1549, s0.acc: 94.5884, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2252, s1.loss_cls: 0.0740, s1.acc: 94.7429, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1115, s2.loss_cls: 0.0364, s2.acc: 94.7194, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0526, loss: 1.0813 +2024-03-12 00:45:40,097 - mmdet - INFO - Epoch [19][7050/7330] lr: 4.612e-06, eta: 2 days, 7:19:21, time: 1.641, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1548, s0.acc: 94.6873, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2252, s1.loss_cls: 0.0729, s1.acc: 94.8578, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1108, s2.loss_cls: 0.0359, s2.acc: 94.6918, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0523, loss: 1.0622 +2024-03-12 00:47:01,373 - mmdet - INFO - Epoch [19][7100/7330] lr: 4.612e-06, eta: 2 days, 7:18:02, time: 1.625, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1651, s0.acc: 94.3086, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2373, s1.loss_cls: 0.0781, s1.acc: 94.4600, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1159, s2.loss_cls: 0.0381, s2.acc: 94.4185, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0540, loss: 1.1094 +2024-03-12 00:48:21,482 - mmdet - INFO - Epoch [19][7150/7330] lr: 4.612e-06, eta: 2 days, 7:16:43, time: 1.602, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1647, s0.acc: 94.2673, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2306, s1.loss_cls: 0.0782, s1.acc: 94.3932, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1133, s2.loss_cls: 0.0388, s2.acc: 94.2627, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0533, loss: 1.1060 +2024-03-12 00:49:41,913 - mmdet - INFO - Epoch [19][7200/7330] lr: 4.612e-06, eta: 2 days, 7:15:24, time: 1.609, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1585, s0.acc: 94.4792, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2319, s1.loss_cls: 0.0747, s1.acc: 94.6745, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1144, s2.loss_cls: 0.0375, s2.acc: 94.4107, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0538, loss: 1.1015 +2024-03-12 00:51:00,826 - mmdet - INFO - Epoch [19][7250/7330] lr: 4.612e-06, eta: 2 days, 7:14:03, time: 1.578, data_time: 0.119, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1508, s0.acc: 94.6824, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2278, s1.loss_cls: 0.0713, s1.acc: 94.8873, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1128, s2.loss_cls: 0.0355, s2.acc: 94.7882, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0531, loss: 1.0665 +2024-03-12 00:52:21,194 - mmdet - INFO - Epoch [19][7300/7330] lr: 4.612e-06, eta: 2 days, 7:12:44, time: 1.607, data_time: 0.238, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1576, s0.acc: 94.5537, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2234, s1.loss_cls: 0.0737, s1.acc: 94.7378, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1096, s2.loss_cls: 0.0364, s2.acc: 94.5931, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0512, loss: 1.0507 +2024-03-12 00:53:05,768 - mmdet - INFO - Saving checkpoint at 19 epochs +2024-03-12 00:59:57,689 - mmdet - INFO - Evaluating bbox... +2024-03-12 01:00:31,637 - 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 ] = 0.670 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.527 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.320 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.529 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.615 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.626 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.626 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.626 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.445 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.667 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.768 + +2024-03-12 01:00:31,637 - mmdet - INFO - Evaluating segm... +2024-03-12 01:01:10,220 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.419 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.645 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.451 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.223 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.457 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.588 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.545 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.545 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.545 + 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 ] = 0.589 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.696 + +2024-03-12 01:01:10,804 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-12 01:01:10,806 - mmdet - INFO - Epoch(val) [19][1250] bbox_mAP: 0.4850, bbox_mAP_50: 0.6700, bbox_mAP_75: 0.5270, bbox_mAP_s: 0.3200, bbox_mAP_m: 0.5290, bbox_mAP_l: 0.6150, bbox_mAP_copypaste: 0.485 0.670 0.527 0.320 0.529 0.615, segm_mAP: 0.4190, segm_mAP_50: 0.6450, segm_mAP_75: 0.4510, segm_mAP_s: 0.2230, segm_mAP_m: 0.4570, segm_mAP_l: 0.5880, segm_mAP_copypaste: 0.419 0.645 0.451 0.223 0.457 0.588 +2024-03-12 01:02:36,850 - mmdet - INFO - Epoch [20][50/7330] lr: 4.612e-06, eta: 2 days, 7:09:59, time: 1.720, data_time: 0.239, memory: 23149, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1426, s0.acc: 95.0691, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2190, s1.loss_cls: 0.0666, s1.acc: 95.2647, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1092, s2.loss_cls: 0.0335, s2.acc: 95.1204, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0519, loss: 1.0089 +2024-03-12 01:03:57,610 - mmdet - INFO - Epoch [20][100/7330] lr: 4.612e-06, eta: 2 days, 7:08:40, time: 1.615, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1477, s0.acc: 94.7620, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2216, s1.loss_cls: 0.0700, s1.acc: 94.8622, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1103, s2.loss_cls: 0.0349, s2.acc: 94.7226, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0521, loss: 1.0413 +2024-03-12 01:05:17,317 - mmdet - INFO - Epoch [20][150/7330] lr: 4.612e-06, eta: 2 days, 7:07:21, time: 1.594, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1563, s0.acc: 94.4602, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2295, s1.loss_cls: 0.0732, s1.acc: 94.6843, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1127, s2.loss_cls: 0.0364, s2.acc: 94.5515, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0527, loss: 1.0888 +2024-03-12 01:06:35,369 - mmdet - INFO - Epoch [20][200/7330] lr: 4.612e-06, eta: 2 days, 7:06:00, time: 1.561, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1450, s0.acc: 94.7952, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2281, s1.loss_cls: 0.0687, s1.acc: 95.0080, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1112, s2.loss_cls: 0.0344, s2.acc: 94.8298, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0522, loss: 1.0356 +2024-03-12 01:07:56,451 - mmdet - INFO - Epoch [20][250/7330] lr: 4.612e-06, eta: 2 days, 7:04:41, time: 1.621, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1567, s0.acc: 94.3984, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2296, s1.loss_cls: 0.0749, s1.acc: 94.5152, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1129, s2.loss_cls: 0.0375, s2.acc: 94.3700, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0531, loss: 1.0849 +2024-03-12 01:09:20,660 - mmdet - INFO - Epoch [20][300/7330] lr: 4.612e-06, eta: 2 days, 7:03:25, time: 1.685, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1486, s0.acc: 94.8076, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2279, s1.loss_cls: 0.0707, s1.acc: 94.8909, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1129, s2.loss_cls: 0.0352, s2.acc: 94.7752, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0538, loss: 1.0551 +2024-03-12 01:10:42,232 - mmdet - INFO - Epoch [20][350/7330] lr: 4.612e-06, eta: 2 days, 7:02:07, time: 1.631, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1565, s0.acc: 94.6648, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2283, s1.loss_cls: 0.0736, s1.acc: 94.8004, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1131, s2.loss_cls: 0.0368, s2.acc: 94.6904, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0530, loss: 1.0733 +2024-03-12 01:11:57,781 - mmdet - INFO - Epoch [20][400/7330] lr: 4.612e-06, eta: 2 days, 7:00:44, time: 1.511, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1480, s0.acc: 94.7847, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2253, s1.loss_cls: 0.0701, s1.acc: 94.9851, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1104, s2.loss_cls: 0.0351, s2.acc: 94.8687, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0520, loss: 1.0451 +2024-03-12 01:13:20,318 - mmdet - INFO - Epoch [20][450/7330] lr: 4.612e-06, eta: 2 days, 6:59:27, time: 1.651, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1501, s0.acc: 94.9065, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2211, s1.loss_cls: 0.0695, s1.acc: 95.2234, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1089, s2.loss_cls: 0.0338, s2.acc: 95.1927, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0520, loss: 1.0290 +2024-03-12 01:14:41,146 - mmdet - INFO - Epoch [20][500/7330] lr: 4.612e-06, eta: 2 days, 6:58:08, time: 1.617, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1493, s0.acc: 94.7927, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2205, s1.loss_cls: 0.0707, s1.acc: 94.9242, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1092, s2.loss_cls: 0.0360, s2.acc: 94.6726, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0520, loss: 1.0462 +2024-03-12 01:16:02,093 - mmdet - INFO - Epoch [20][550/7330] lr: 4.612e-06, eta: 2 days, 6:56:49, time: 1.619, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1575, s0.acc: 94.5530, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2304, s1.loss_cls: 0.0738, s1.acc: 94.8622, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1132, s2.loss_cls: 0.0366, s2.acc: 94.7517, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0536, loss: 1.0850 +2024-03-12 01:17:25,494 - mmdet - INFO - Epoch [20][600/7330] lr: 4.612e-06, eta: 2 days, 6:55:33, time: 1.668, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1621, s0.acc: 94.3340, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2329, s1.loss_cls: 0.0778, s1.acc: 94.4677, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1150, s2.loss_cls: 0.0387, s2.acc: 94.3952, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0539, loss: 1.1118 +2024-03-12 01:18:48,139 - mmdet - INFO - Epoch [20][650/7330] lr: 4.612e-06, eta: 2 days, 6:54:16, time: 1.653, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1543, s0.acc: 94.5264, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2280, s1.loss_cls: 0.0723, s1.acc: 94.6959, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1122, s2.loss_cls: 0.0363, s2.acc: 94.6055, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0529, loss: 1.0760 +2024-03-12 01:20:07,764 - mmdet - INFO - Epoch [20][700/7330] lr: 4.612e-06, eta: 2 days, 6:52:56, time: 1.592, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1521, s0.acc: 94.6975, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2213, s1.loss_cls: 0.0705, s1.acc: 94.9063, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1088, s2.loss_cls: 0.0354, s2.acc: 94.7234, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0511, loss: 1.0580 +2024-03-12 01:21:28,491 - mmdet - INFO - Epoch [20][750/7330] lr: 4.612e-06, eta: 2 days, 6:51:37, time: 1.614, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1522, s0.acc: 94.6172, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2261, s1.loss_cls: 0.0717, s1.acc: 94.8123, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1110, s2.loss_cls: 0.0361, s2.acc: 94.6071, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0521, loss: 1.0636 +2024-03-12 01:22:49,003 - mmdet - INFO - Epoch [20][800/7330] lr: 4.612e-06, eta: 2 days, 6:50:18, time: 1.611, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1426, s0.acc: 95.0039, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2223, s1.loss_cls: 0.0673, s1.acc: 95.1923, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1084, s2.loss_cls: 0.0339, s2.acc: 95.0328, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0513, loss: 1.0104 +2024-03-12 01:24:12,409 - mmdet - INFO - Epoch [20][850/7330] lr: 4.612e-06, eta: 2 days, 6:49:01, time: 1.668, data_time: 0.215, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1506, s0.acc: 94.6304, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2297, s1.loss_cls: 0.0713, s1.acc: 94.8241, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1130, s2.loss_cls: 0.0354, s2.acc: 94.6891, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0534, loss: 1.0670 +2024-03-12 01:25:32,569 - mmdet - INFO - Epoch [20][900/7330] lr: 4.612e-06, eta: 2 days, 6:47:42, time: 1.603, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1495, s0.acc: 94.7810, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2246, s1.loss_cls: 0.0706, s1.acc: 94.9891, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1115, s2.loss_cls: 0.0355, s2.acc: 94.7647, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0529, loss: 1.0501 +2024-03-12 01:26:51,057 - mmdet - INFO - Epoch [20][950/7330] lr: 4.612e-06, eta: 2 days, 6:46:21, time: 1.570, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1433, s0.acc: 94.9055, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2247, s1.loss_cls: 0.0690, s1.acc: 94.9708, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1095, s2.loss_cls: 0.0344, s2.acc: 94.8042, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0515, loss: 1.0284 +2024-03-12 01:28:12,152 - mmdet - INFO - Epoch [20][1000/7330] lr: 4.612e-06, eta: 2 days, 6:45:03, time: 1.622, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1468, s0.acc: 94.8367, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2297, s1.loss_cls: 0.0684, s1.acc: 94.9931, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1133, s2.loss_cls: 0.0338, s2.acc: 94.9539, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0531, loss: 1.0417 +2024-03-12 01:29:29,771 - mmdet - INFO - Epoch [20][1050/7330] lr: 4.612e-06, eta: 2 days, 6:43:41, time: 1.552, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1497, s0.acc: 94.7227, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2287, s1.loss_cls: 0.0696, s1.acc: 94.9568, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1118, s2.loss_cls: 0.0347, s2.acc: 94.8365, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0527, loss: 1.0497 +2024-03-12 01:30:47,291 - mmdet - INFO - Epoch [20][1100/7330] lr: 4.612e-06, eta: 2 days, 6:42:19, time: 1.550, data_time: 0.117, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1451, s0.acc: 94.9001, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2218, s1.loss_cls: 0.0678, s1.acc: 95.0972, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1095, s2.loss_cls: 0.0340, s2.acc: 94.9405, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0517, loss: 1.0312 +2024-03-12 01:32:08,089 - mmdet - INFO - Epoch [20][1150/7330] lr: 4.612e-06, eta: 2 days, 6:41:01, time: 1.616, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1489, s0.acc: 94.7209, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2285, s1.loss_cls: 0.0707, s1.acc: 94.8739, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1119, s2.loss_cls: 0.0350, s2.acc: 94.8448, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0527, loss: 1.0576 +2024-03-12 01:33:30,776 - mmdet - INFO - Epoch [20][1200/7330] lr: 4.612e-06, eta: 2 days, 6:39:44, time: 1.654, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1549, s0.acc: 94.7241, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2291, s1.loss_cls: 0.0722, s1.acc: 94.9798, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1132, s2.loss_cls: 0.0359, s2.acc: 94.7240, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0532, loss: 1.0724 +2024-03-12 01:34:50,010 - mmdet - INFO - Epoch [20][1250/7330] lr: 4.612e-06, eta: 2 days, 6:38:23, time: 1.585, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1509, s0.acc: 94.6594, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2229, s1.loss_cls: 0.0711, s1.acc: 94.8601, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1099, s2.loss_cls: 0.0359, s2.acc: 94.7330, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0518, loss: 1.0540 +2024-03-12 01:36:08,836 - mmdet - INFO - Epoch [20][1300/7330] lr: 4.612e-06, eta: 2 days, 6:37:03, time: 1.576, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1545, s0.acc: 94.6819, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2233, s1.loss_cls: 0.0730, s1.acc: 94.8971, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1094, s2.loss_cls: 0.0359, s2.acc: 94.8592, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0517, loss: 1.0464 +2024-03-12 01:37:27,318 - mmdet - INFO - Epoch [20][1350/7330] lr: 4.612e-06, eta: 2 days, 6:35:42, time: 1.570, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1520, s0.acc: 94.6570, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2265, s1.loss_cls: 0.0717, s1.acc: 94.8554, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1101, s2.loss_cls: 0.0355, s2.acc: 94.7626, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0517, loss: 1.0519 +2024-03-12 01:38:48,561 - mmdet - INFO - Epoch [20][1400/7330] lr: 4.612e-06, eta: 2 days, 6:34:24, time: 1.625, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1545, s0.acc: 94.5903, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2234, s1.loss_cls: 0.0730, s1.acc: 94.7988, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1102, s2.loss_cls: 0.0361, s2.acc: 94.6340, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0519, loss: 1.0645 +2024-03-12 01:40:07,056 - mmdet - INFO - Epoch [20][1450/7330] lr: 4.612e-06, eta: 2 days, 6:33:03, time: 1.570, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1445, s0.acc: 94.9839, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2202, s1.loss_cls: 0.0683, s1.acc: 95.1836, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1090, s2.loss_cls: 0.0347, s2.acc: 95.0486, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0515, loss: 1.0135 +2024-03-12 01:41:27,203 - mmdet - INFO - Epoch [20][1500/7330] lr: 4.612e-06, eta: 2 days, 6:31:43, time: 1.603, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1551, s0.acc: 94.5166, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2255, s1.loss_cls: 0.0752, s1.acc: 94.5132, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1107, s2.loss_cls: 0.0378, s2.acc: 94.3858, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0523, loss: 1.0795 +2024-03-12 01:42:49,097 - mmdet - INFO - Epoch [20][1550/7330] lr: 4.612e-06, eta: 2 days, 6:30:26, time: 1.637, data_time: 0.225, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1574, s0.acc: 94.5293, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2297, s1.loss_cls: 0.0752, s1.acc: 94.5764, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1129, s2.loss_cls: 0.0373, s2.acc: 94.4908, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0529, loss: 1.0798 +2024-03-12 01:44:09,794 - mmdet - INFO - Epoch [20][1600/7330] lr: 4.612e-06, eta: 2 days, 6:29:07, time: 1.614, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1509, s0.acc: 94.6736, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2282, s1.loss_cls: 0.0711, s1.acc: 94.8486, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1122, s2.loss_cls: 0.0351, s2.acc: 94.7147, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0520, loss: 1.0605 +2024-03-12 01:45:30,024 - mmdet - INFO - Epoch [20][1650/7330] lr: 4.612e-06, eta: 2 days, 6:27:47, time: 1.605, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1596, s0.acc: 94.6062, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2275, s1.loss_cls: 0.0757, s1.acc: 94.7713, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1108, s2.loss_cls: 0.0375, s2.acc: 94.6529, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0521, loss: 1.0779 +2024-03-12 01:46:51,589 - mmdet - INFO - Epoch [20][1700/7330] lr: 4.612e-06, eta: 2 days, 6:26:29, time: 1.631, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1562, s0.acc: 94.6167, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2251, s1.loss_cls: 0.0743, s1.acc: 94.8149, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1109, s2.loss_cls: 0.0373, s2.acc: 94.6308, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0520, loss: 1.0694 +2024-03-12 01:48:11,589 - mmdet - INFO - Epoch [20][1750/7330] lr: 4.612e-06, eta: 2 days, 6:25:10, time: 1.600, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1591, s0.acc: 94.6094, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2290, s1.loss_cls: 0.0751, s1.acc: 94.7120, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1125, s2.loss_cls: 0.0376, s2.acc: 94.5522, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0530, loss: 1.0733 +2024-03-12 01:49:32,587 - mmdet - INFO - Epoch [20][1800/7330] lr: 4.612e-06, eta: 2 days, 6:23:51, time: 1.620, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1492, s0.acc: 94.7781, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2227, s1.loss_cls: 0.0702, s1.acc: 94.9535, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1102, s2.loss_cls: 0.0350, s2.acc: 94.8550, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0520, loss: 1.0409 +2024-03-12 01:50:55,089 - mmdet - INFO - Epoch [20][1850/7330] lr: 4.612e-06, eta: 2 days, 6:22:34, time: 1.650, data_time: 0.232, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1469, s0.acc: 94.8665, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2273, s1.loss_cls: 0.0686, s1.acc: 95.0498, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1130, s2.loss_cls: 0.0343, s2.acc: 95.0151, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0533, loss: 1.0482 +2024-03-12 01:52:14,465 - mmdet - INFO - Epoch [20][1900/7330] lr: 4.612e-06, eta: 2 days, 6:21:14, time: 1.587, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1508, s0.acc: 94.7588, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2219, s1.loss_cls: 0.0718, s1.acc: 94.8881, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1102, s2.loss_cls: 0.0355, s2.acc: 94.7856, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0519, loss: 1.0489 +2024-03-12 01:53:31,523 - mmdet - INFO - Epoch [20][1950/7330] lr: 4.612e-06, eta: 2 days, 6:19:52, time: 1.541, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1428, s0.acc: 95.0334, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2237, s1.loss_cls: 0.0657, s1.acc: 95.2864, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1109, s2.loss_cls: 0.0328, s2.acc: 95.1235, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0524, loss: 1.0344 +2024-03-12 01:54:42,311 - mmdet - INFO - Epoch [20][2000/7330] lr: 4.612e-06, eta: 2 days, 6:18:24, time: 1.416, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1494, s0.acc: 94.9216, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2260, s1.loss_cls: 0.0699, s1.acc: 95.1398, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1122, s2.loss_cls: 0.0354, s2.acc: 94.8911, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0532, loss: 1.0490 +2024-03-12 01:56:06,282 - mmdet - INFO - Epoch [20][2050/7330] lr: 4.612e-06, eta: 2 days, 6:17:08, time: 1.679, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1553, s0.acc: 94.5583, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2282, s1.loss_cls: 0.0729, s1.acc: 94.8085, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1118, s2.loss_cls: 0.0365, s2.acc: 94.6406, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0525, loss: 1.0726 +2024-03-12 01:57:27,562 - mmdet - INFO - Epoch [20][2100/7330] lr: 4.612e-06, eta: 2 days, 6:15:50, time: 1.625, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1524, s0.acc: 94.6865, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2280, s1.loss_cls: 0.0723, s1.acc: 94.7672, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1133, s2.loss_cls: 0.0357, s2.acc: 94.7108, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0533, loss: 1.0649 +2024-03-12 01:58:48,587 - mmdet - INFO - Epoch [20][2150/7330] lr: 4.612e-06, eta: 2 days, 6:14:31, time: 1.621, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1436, s0.acc: 94.9797, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2228, s1.loss_cls: 0.0663, s1.acc: 95.2233, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1115, s2.loss_cls: 0.0330, s2.acc: 95.2002, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0527, loss: 1.0256 +2024-03-12 02:00:07,036 - mmdet - INFO - Epoch [20][2200/7330] lr: 4.612e-06, eta: 2 days, 6:13:10, time: 1.569, data_time: 0.218, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1559, s0.acc: 94.5906, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2293, s1.loss_cls: 0.0740, s1.acc: 94.7399, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1126, s2.loss_cls: 0.0365, s2.acc: 94.6520, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0527, loss: 1.0758 +2024-03-12 02:01:25,251 - mmdet - INFO - Epoch [20][2250/7330] lr: 4.612e-06, eta: 2 days, 6:11:49, time: 1.564, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1574, s0.acc: 94.4866, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2299, s1.loss_cls: 0.0749, s1.acc: 94.6656, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1126, s2.loss_cls: 0.0369, s2.acc: 94.6129, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0529, loss: 1.0760 +2024-03-12 02:02:43,117 - mmdet - INFO - Epoch [20][2300/7330] lr: 4.612e-06, eta: 2 days, 6:10:28, time: 1.557, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1530, s0.acc: 94.7021, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2289, s1.loss_cls: 0.0726, s1.acc: 94.8255, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1127, s2.loss_cls: 0.0363, s2.acc: 94.7637, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0534, loss: 1.0622 +2024-03-12 02:04:03,600 - mmdet - INFO - Epoch [20][2350/7330] lr: 4.612e-06, eta: 2 days, 6:09:09, time: 1.610, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1522, s0.acc: 94.7446, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2233, s1.loss_cls: 0.0722, s1.acc: 94.8795, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1098, s2.loss_cls: 0.0359, s2.acc: 94.8051, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0519, loss: 1.0562 +2024-03-12 02:05:22,401 - mmdet - INFO - Epoch [20][2400/7330] lr: 4.612e-06, eta: 2 days, 6:07:48, time: 1.576, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1463, s0.acc: 94.8345, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2350, s1.loss_cls: 0.0694, s1.acc: 95.0254, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1154, s2.loss_cls: 0.0350, s2.acc: 94.8338, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0541, loss: 1.0605 +2024-03-12 02:06:43,791 - mmdet - INFO - Epoch [20][2450/7330] lr: 4.612e-06, eta: 2 days, 6:06:30, time: 1.628, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1435, s0.acc: 95.0095, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2177, s1.loss_cls: 0.0684, s1.acc: 95.1372, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1073, s2.loss_cls: 0.0340, s2.acc: 94.9591, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0507, loss: 1.0100 +2024-03-12 02:08:02,319 - mmdet - INFO - Epoch [20][2500/7330] lr: 4.612e-06, eta: 2 days, 6:05:09, time: 1.571, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1497, s0.acc: 94.9319, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2259, s1.loss_cls: 0.0698, s1.acc: 95.0364, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1121, s2.loss_cls: 0.0348, s2.acc: 94.9437, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0528, loss: 1.0421 +2024-03-12 02:09:26,005 - mmdet - INFO - Epoch [20][2550/7330] lr: 4.612e-06, eta: 2 days, 6:03:53, time: 1.674, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1565, s0.acc: 94.5833, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2233, s1.loss_cls: 0.0743, s1.acc: 94.7083, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1107, s2.loss_cls: 0.0372, s2.acc: 94.5903, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0521, loss: 1.0651 +2024-03-12 02:10:44,194 - mmdet - INFO - Epoch [20][2600/7330] lr: 4.612e-06, eta: 2 days, 6:02:32, time: 1.564, data_time: 0.111, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1544, s0.acc: 94.6738, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2266, s1.loss_cls: 0.0729, s1.acc: 94.8441, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1112, s2.loss_cls: 0.0360, s2.acc: 94.7448, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0523, loss: 1.0552 +2024-03-12 02:12:01,711 - mmdet - INFO - Epoch [20][2650/7330] lr: 4.612e-06, eta: 2 days, 6:01:10, time: 1.550, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1567, s0.acc: 94.5593, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2279, s1.loss_cls: 0.0733, s1.acc: 94.8246, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1122, s2.loss_cls: 0.0362, s2.acc: 94.7307, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0529, loss: 1.0776 +2024-03-12 02:13:23,375 - mmdet - INFO - Epoch [20][2700/7330] lr: 4.612e-06, eta: 2 days, 5:59:52, time: 1.633, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1477, s0.acc: 94.7651, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2272, s1.loss_cls: 0.0706, s1.acc: 94.9321, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1121, s2.loss_cls: 0.0350, s2.acc: 94.8437, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0524, loss: 1.0491 +2024-03-12 02:14:41,166 - mmdet - INFO - Epoch [20][2750/7330] lr: 4.612e-06, eta: 2 days, 5:58:31, time: 1.556, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1565, s0.acc: 94.7600, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2257, s1.loss_cls: 0.0734, s1.acc: 94.9880, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1111, s2.loss_cls: 0.0364, s2.acc: 94.9574, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0523, loss: 1.0637 +2024-03-12 02:16:02,381 - mmdet - INFO - Epoch [20][2800/7330] lr: 4.612e-06, eta: 2 days, 5:57:13, time: 1.624, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1580, s0.acc: 94.6987, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2295, s1.loss_cls: 0.0736, s1.acc: 94.9231, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1137, s2.loss_cls: 0.0363, s2.acc: 94.8194, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0540, loss: 1.0767 +2024-03-12 02:17:23,162 - mmdet - INFO - Epoch [20][2850/7330] lr: 4.612e-06, eta: 2 days, 5:55:54, time: 1.616, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1536, s0.acc: 94.6250, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2282, s1.loss_cls: 0.0728, s1.acc: 94.7351, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1145, s2.loss_cls: 0.0362, s2.acc: 94.6442, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0539, loss: 1.0783 +2024-03-12 02:18:48,263 - mmdet - INFO - Epoch [20][2900/7330] lr: 4.612e-06, eta: 2 days, 5:54:39, time: 1.702, data_time: 0.245, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1545, s0.acc: 94.7129, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2223, s1.loss_cls: 0.0728, s1.acc: 94.9722, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1099, s2.loss_cls: 0.0357, s2.acc: 94.9029, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0517, loss: 1.0521 +2024-03-12 02:20:08,862 - mmdet - INFO - Epoch [20][2950/7330] lr: 4.612e-06, eta: 2 days, 5:53:20, time: 1.612, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1585, s0.acc: 94.4861, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2305, s1.loss_cls: 0.0749, s1.acc: 94.6102, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1125, s2.loss_cls: 0.0371, s2.acc: 94.5285, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0525, loss: 1.0863 +2024-03-12 02:21:21,766 - mmdet - INFO - Epoch [20][3000/7330] lr: 4.612e-06, eta: 2 days, 5:51:54, time: 1.458, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1400, s0.acc: 95.1741, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2222, s1.loss_cls: 0.0663, s1.acc: 95.2855, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1093, s2.loss_cls: 0.0329, s2.acc: 95.2242, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0514, loss: 0.9978 +2024-03-12 02:22:41,186 - mmdet - INFO - Epoch [20][3050/7330] lr: 4.612e-06, eta: 2 days, 5:50:34, time: 1.588, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1488, s0.acc: 94.8311, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2270, s1.loss_cls: 0.0709, s1.acc: 94.9256, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1116, s2.loss_cls: 0.0350, s2.acc: 94.8115, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0523, loss: 1.0380 +2024-03-12 02:24:00,585 - mmdet - INFO - Epoch [20][3100/7330] lr: 4.612e-06, eta: 2 days, 5:49:14, time: 1.588, data_time: 0.216, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1589, s0.acc: 94.5181, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2256, s1.loss_cls: 0.0773, s1.acc: 94.5506, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1105, s2.loss_cls: 0.0388, s2.acc: 94.3714, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0521, loss: 1.0758 +2024-03-12 02:25:19,152 - mmdet - INFO - Epoch [20][3150/7330] lr: 4.612e-06, eta: 2 days, 5:47:53, time: 1.571, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1522, s0.acc: 94.7271, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2284, s1.loss_cls: 0.0729, s1.acc: 94.8118, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1127, s2.loss_cls: 0.0363, s2.acc: 94.7799, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0530, loss: 1.0722 +2024-03-12 02:26:37,884 - mmdet - INFO - Epoch [20][3200/7330] lr: 4.612e-06, eta: 2 days, 5:46:33, time: 1.575, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1549, s0.acc: 94.5957, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2311, s1.loss_cls: 0.0731, s1.acc: 94.7085, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1132, s2.loss_cls: 0.0362, s2.acc: 94.6109, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0537, loss: 1.0764 +2024-03-12 02:28:01,463 - mmdet - INFO - Epoch [20][3250/7330] lr: 4.612e-06, eta: 2 days, 5:45:16, time: 1.672, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1543, s0.acc: 94.7297, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2249, s1.loss_cls: 0.0722, s1.acc: 94.8195, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1108, s2.loss_cls: 0.0362, s2.acc: 94.7165, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0524, loss: 1.0628 +2024-03-12 02:29:19,371 - mmdet - INFO - Epoch [20][3300/7330] lr: 4.612e-06, eta: 2 days, 5:43:55, time: 1.558, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1626, s0.acc: 94.3081, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2292, s1.loss_cls: 0.0772, s1.acc: 94.4924, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1135, s2.loss_cls: 0.0388, s2.acc: 94.2868, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0533, loss: 1.0988 +2024-03-12 02:30:36,459 - mmdet - INFO - Epoch [20][3350/7330] lr: 4.612e-06, eta: 2 days, 5:42:33, time: 1.542, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1496, s0.acc: 94.7107, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2278, s1.loss_cls: 0.0709, s1.acc: 94.9485, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1113, s2.loss_cls: 0.0349, s2.acc: 94.8253, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0519, loss: 1.0466 +2024-03-12 02:31:57,220 - mmdet - INFO - Epoch [20][3400/7330] lr: 4.612e-06, eta: 2 days, 5:41:14, time: 1.615, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1550, s0.acc: 94.6577, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2260, s1.loss_cls: 0.0722, s1.acc: 94.8947, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1117, s2.loss_cls: 0.0357, s2.acc: 94.7861, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0526, loss: 1.0616 +2024-03-12 02:33:16,747 - mmdet - INFO - Epoch [20][3450/7330] lr: 4.612e-06, eta: 2 days, 5:39:54, time: 1.591, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1481, s0.acc: 94.9724, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2182, s1.loss_cls: 0.0710, s1.acc: 95.1244, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1083, s2.loss_cls: 0.0354, s2.acc: 95.0747, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0507, loss: 1.0144 +2024-03-12 02:34:35,391 - mmdet - INFO - Epoch [20][3500/7330] lr: 4.612e-06, eta: 2 days, 5:38:34, time: 1.573, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1387, s0.acc: 95.1501, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2253, s1.loss_cls: 0.0663, s1.acc: 95.2642, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1122, s2.loss_cls: 0.0334, s2.acc: 95.1006, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0532, loss: 1.0092 +2024-03-12 02:35:54,647 - mmdet - INFO - Epoch [20][3550/7330] lr: 4.612e-06, eta: 2 days, 5:37:13, time: 1.585, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1536, s0.acc: 94.7598, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2231, s1.loss_cls: 0.0727, s1.acc: 94.8866, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1106, s2.loss_cls: 0.0360, s2.acc: 94.8347, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0516, loss: 1.0529 +2024-03-12 02:37:14,324 - mmdet - INFO - Epoch [20][3600/7330] lr: 4.612e-06, eta: 2 days, 5:35:54, time: 1.594, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1550, s0.acc: 94.5925, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2275, s1.loss_cls: 0.0733, s1.acc: 94.8088, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1116, s2.loss_cls: 0.0368, s2.acc: 94.6049, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0525, loss: 1.0739 +2024-03-12 02:38:32,540 - mmdet - INFO - Epoch [20][3650/7330] lr: 4.612e-06, eta: 2 days, 5:34:33, time: 1.564, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1536, s0.acc: 94.6042, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2286, s1.loss_cls: 0.0730, s1.acc: 94.8785, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1126, s2.loss_cls: 0.0364, s2.acc: 94.6542, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0529, loss: 1.0778 +2024-03-12 02:39:55,453 - mmdet - INFO - Epoch [20][3700/7330] lr: 4.612e-06, eta: 2 days, 5:33:16, time: 1.658, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1512, s0.acc: 94.7166, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2292, s1.loss_cls: 0.0709, s1.acc: 94.9426, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1129, s2.loss_cls: 0.0354, s2.acc: 94.8209, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0534, loss: 1.0700 +2024-03-12 02:41:16,869 - mmdet - INFO - Epoch [20][3750/7330] lr: 4.612e-06, eta: 2 days, 5:31:57, time: 1.628, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1502, s0.acc: 94.7444, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2222, s1.loss_cls: 0.0705, s1.acc: 94.9173, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1119, s2.loss_cls: 0.0349, s2.acc: 94.8404, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0526, loss: 1.0500 +2024-03-12 02:42:37,082 - mmdet - INFO - Epoch [20][3800/7330] lr: 4.612e-06, eta: 2 days, 5:30:38, time: 1.604, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1492, s0.acc: 94.7366, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2258, s1.loss_cls: 0.0691, s1.acc: 95.0149, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1108, s2.loss_cls: 0.0352, s2.acc: 94.8108, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0523, loss: 1.0527 +2024-03-12 02:43:53,661 - mmdet - INFO - Epoch [20][3850/7330] lr: 4.612e-06, eta: 2 days, 5:29:16, time: 1.532, data_time: 0.106, memory: 23149, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1437, s0.acc: 94.9812, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2273, s1.loss_cls: 0.0682, s1.acc: 95.1326, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1113, s2.loss_cls: 0.0338, s2.acc: 95.0816, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0524, loss: 1.0365 +2024-03-12 02:45:13,565 - mmdet - INFO - Epoch [20][3900/7330] lr: 4.612e-06, eta: 2 days, 5:27:56, time: 1.598, data_time: 0.196, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1429, s0.acc: 95.0366, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2307, s1.loss_cls: 0.0652, s1.acc: 95.2630, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1130, s2.loss_cls: 0.0325, s2.acc: 95.1368, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0531, loss: 1.0379 +2024-03-12 02:46:34,432 - mmdet - INFO - Epoch [20][3950/7330] lr: 4.612e-06, eta: 2 days, 5:26:37, time: 1.617, data_time: 0.215, memory: 23149, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1447, s0.acc: 94.8779, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2223, s1.loss_cls: 0.0688, s1.acc: 95.0484, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1093, s2.loss_cls: 0.0347, s2.acc: 94.7577, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0515, loss: 1.0287 +2024-03-12 02:47:54,291 - mmdet - INFO - Epoch [20][4000/7330] lr: 4.612e-06, eta: 2 days, 5:25:18, time: 1.597, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1391, s0.acc: 95.1479, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2265, s1.loss_cls: 0.0654, s1.acc: 95.2925, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1129, s2.loss_cls: 0.0328, s2.acc: 95.1739, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0536, loss: 1.0231 +2024-03-12 02:49:13,745 - mmdet - INFO - Epoch [20][4050/7330] lr: 4.612e-06, eta: 2 days, 5:23:58, time: 1.589, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1542, s0.acc: 94.5303, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2325, s1.loss_cls: 0.0740, s1.acc: 94.6568, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1148, s2.loss_cls: 0.0367, s2.acc: 94.4826, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0541, loss: 1.0933 +2024-03-12 02:50:32,826 - mmdet - INFO - Epoch [20][4100/7330] lr: 4.612e-06, eta: 2 days, 5:22:37, time: 1.581, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1522, s0.acc: 94.8169, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2319, s1.loss_cls: 0.0732, s1.acc: 94.8732, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1138, s2.loss_cls: 0.0357, s2.acc: 94.8214, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0541, loss: 1.0636 +2024-03-12 02:51:49,896 - mmdet - INFO - Epoch [20][4150/7330] lr: 4.612e-06, eta: 2 days, 5:21:16, time: 1.542, data_time: 0.119, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1488, s0.acc: 94.7930, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2224, s1.loss_cls: 0.0701, s1.acc: 95.0220, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1096, s2.loss_cls: 0.0350, s2.acc: 94.8876, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0521, loss: 1.0438 +2024-03-12 02:53:12,484 - mmdet - INFO - Epoch [20][4200/7330] lr: 4.612e-06, eta: 2 days, 5:19:58, time: 1.651, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1564, s0.acc: 94.6440, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2251, s1.loss_cls: 0.0742, s1.acc: 94.7637, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1114, s2.loss_cls: 0.0372, s2.acc: 94.6361, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0528, loss: 1.0732 +2024-03-12 02:54:32,958 - mmdet - INFO - Epoch [20][4250/7330] lr: 4.612e-06, eta: 2 days, 5:18:39, time: 1.610, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1637, s0.acc: 94.3438, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2337, s1.loss_cls: 0.0769, s1.acc: 94.5157, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1148, s2.loss_cls: 0.0381, s2.acc: 94.4596, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0540, loss: 1.1071 +2024-03-12 02:55:52,328 - mmdet - INFO - Epoch [20][4300/7330] lr: 4.612e-06, eta: 2 days, 5:17:19, time: 1.587, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1605, s0.acc: 94.4941, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2330, s1.loss_cls: 0.0746, s1.acc: 94.6989, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1134, s2.loss_cls: 0.0363, s2.acc: 94.7588, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0529, loss: 1.0989 +2024-03-12 02:57:13,852 - mmdet - INFO - Epoch [20][4350/7330] lr: 4.612e-06, eta: 2 days, 5:16:01, time: 1.630, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1534, s0.acc: 94.6934, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2295, s1.loss_cls: 0.0722, s1.acc: 94.8602, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1130, s2.loss_cls: 0.0363, s2.acc: 94.6789, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0534, loss: 1.0787 +2024-03-12 02:58:33,378 - mmdet - INFO - Epoch [20][4400/7330] lr: 4.612e-06, eta: 2 days, 5:14:41, time: 1.591, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1519, s0.acc: 94.6265, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2293, s1.loss_cls: 0.0715, s1.acc: 94.8086, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1127, s2.loss_cls: 0.0356, s2.acc: 94.6242, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0532, loss: 1.0715 +2024-03-12 02:59:52,772 - mmdet - INFO - Epoch [20][4450/7330] lr: 4.612e-06, eta: 2 days, 5:13:21, time: 1.588, data_time: 0.204, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1488, s0.acc: 94.8599, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2307, s1.loss_cls: 0.0699, s1.acc: 94.9850, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1135, s2.loss_cls: 0.0351, s2.acc: 94.8307, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0538, loss: 1.0595 +2024-03-12 03:01:13,720 - mmdet - INFO - Epoch [20][4500/7330] lr: 4.612e-06, eta: 2 days, 5:12:02, time: 1.619, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1586, s0.acc: 94.5452, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2258, s1.loss_cls: 0.0738, s1.acc: 94.8707, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1112, s2.loss_cls: 0.0366, s2.acc: 94.7117, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0524, loss: 1.0792 +2024-03-12 03:02:34,682 - mmdet - INFO - Epoch [20][4550/7330] lr: 4.612e-06, eta: 2 days, 5:10:44, time: 1.619, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1529, s0.acc: 94.6860, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2319, s1.loss_cls: 0.0718, s1.acc: 94.8623, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1144, s2.loss_cls: 0.0359, s2.acc: 94.7436, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0544, loss: 1.0796 +2024-03-12 03:03:56,286 - mmdet - INFO - Epoch [20][4600/7330] lr: 4.612e-06, eta: 2 days, 5:09:25, time: 1.632, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1555, s0.acc: 94.6262, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2284, s1.loss_cls: 0.0734, s1.acc: 94.8170, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1123, s2.loss_cls: 0.0360, s2.acc: 94.7271, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0528, loss: 1.0739 +2024-03-12 03:05:17,669 - mmdet - INFO - Epoch [20][4650/7330] lr: 4.612e-06, eta: 2 days, 5:08:07, time: 1.628, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1578, s0.acc: 94.5410, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2260, s1.loss_cls: 0.0736, s1.acc: 94.7556, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1108, s2.loss_cls: 0.0362, s2.acc: 94.6859, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0523, loss: 1.0802 +2024-03-12 03:06:40,356 - mmdet - INFO - Epoch [20][4700/7330] lr: 4.612e-06, eta: 2 days, 5:06:50, time: 1.654, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1532, s0.acc: 94.6821, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2297, s1.loss_cls: 0.0721, s1.acc: 94.8573, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1134, s2.loss_cls: 0.0356, s2.acc: 94.7693, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0532, loss: 1.0631 +2024-03-12 03:08:00,153 - mmdet - INFO - Epoch [20][4750/7330] lr: 4.612e-06, eta: 2 days, 5:05:30, time: 1.596, data_time: 0.268, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1574, s0.acc: 94.5642, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2273, s1.loss_cls: 0.0743, s1.acc: 94.7056, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1125, s2.loss_cls: 0.0374, s2.acc: 94.5586, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0531, loss: 1.0774 +2024-03-12 03:09:18,772 - mmdet - INFO - Epoch [20][4800/7330] lr: 4.612e-06, eta: 2 days, 5:04:09, time: 1.572, data_time: 0.216, memory: 23149, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1505, s0.acc: 94.7739, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2223, s1.loss_cls: 0.0716, s1.acc: 94.9034, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1099, s2.loss_cls: 0.0360, s2.acc: 94.7157, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0520, loss: 1.0445 +2024-03-12 03:10:38,935 - mmdet - INFO - Epoch [20][4850/7330] lr: 4.612e-06, eta: 2 days, 5:02:50, time: 1.604, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1488, s0.acc: 94.8147, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2260, s1.loss_cls: 0.0708, s1.acc: 94.9969, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1113, s2.loss_cls: 0.0350, s2.acc: 94.9134, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0525, loss: 1.0505 +2024-03-12 03:11:58,713 - mmdet - INFO - Epoch [20][4900/7330] lr: 4.612e-06, eta: 2 days, 5:01:30, time: 1.595, data_time: 0.124, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1541, s0.acc: 94.6033, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2287, s1.loss_cls: 0.0725, s1.acc: 94.7973, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1131, s2.loss_cls: 0.0359, s2.acc: 94.6394, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0534, loss: 1.0742 +2024-03-12 03:13:20,552 - mmdet - INFO - Epoch [20][4950/7330] lr: 4.612e-06, eta: 2 days, 5:00:12, time: 1.637, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1591, s0.acc: 94.5830, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2264, s1.loss_cls: 0.0754, s1.acc: 94.7548, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1119, s2.loss_cls: 0.0375, s2.acc: 94.6238, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0526, loss: 1.0713 +2024-03-12 03:14:38,744 - mmdet - INFO - Epoch [20][5000/7330] lr: 4.612e-06, eta: 2 days, 4:58:51, time: 1.563, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1422, s0.acc: 94.9888, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2330, s1.loss_cls: 0.0669, s1.acc: 95.1874, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1149, s2.loss_cls: 0.0342, s2.acc: 94.9119, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0537, loss: 1.0459 +2024-03-12 03:15:57,799 - mmdet - INFO - Epoch [20][5050/7330] lr: 4.612e-06, eta: 2 days, 4:57:31, time: 1.582, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1478, s0.acc: 94.7896, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2281, s1.loss_cls: 0.0704, s1.acc: 94.9019, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1130, s2.loss_cls: 0.0350, s2.acc: 94.8346, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0531, loss: 1.0513 +2024-03-12 03:17:20,832 - mmdet - INFO - Epoch [20][5100/7330] lr: 4.612e-06, eta: 2 days, 4:56:14, time: 1.661, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1509, s0.acc: 94.7725, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2322, s1.loss_cls: 0.0716, s1.acc: 94.8684, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1148, s2.loss_cls: 0.0361, s2.acc: 94.6201, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0540, loss: 1.0710 +2024-03-12 03:18:45,416 - mmdet - INFO - Epoch [20][5150/7330] lr: 4.612e-06, eta: 2 days, 4:54:58, time: 1.691, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1517, s0.acc: 94.7515, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2240, s1.loss_cls: 0.0714, s1.acc: 94.9454, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1103, s2.loss_cls: 0.0356, s2.acc: 94.8325, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0520, loss: 1.0471 +2024-03-12 03:20:03,050 - mmdet - INFO - Epoch [20][5200/7330] lr: 4.612e-06, eta: 2 days, 4:53:37, time: 1.553, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1528, s0.acc: 94.6523, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2278, s1.loss_cls: 0.0711, s1.acc: 94.9395, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1117, s2.loss_cls: 0.0350, s2.acc: 94.9026, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0527, loss: 1.0558 +2024-03-12 03:21:22,694 - mmdet - INFO - Epoch [20][5250/7330] lr: 4.612e-06, eta: 2 days, 4:52:17, time: 1.592, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1471, s0.acc: 94.8389, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2265, s1.loss_cls: 0.0695, s1.acc: 94.9522, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1117, s2.loss_cls: 0.0343, s2.acc: 94.9008, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0523, loss: 1.0341 +2024-03-12 03:22:43,630 - mmdet - INFO - Epoch [20][5300/7330] lr: 4.612e-06, eta: 2 days, 4:50:58, time: 1.619, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1512, s0.acc: 94.7671, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2303, s1.loss_cls: 0.0712, s1.acc: 94.9561, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1131, s2.loss_cls: 0.0350, s2.acc: 94.8934, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0535, loss: 1.0507 +2024-03-12 03:24:04,578 - mmdet - INFO - Epoch [20][5350/7330] lr: 4.612e-06, eta: 2 days, 4:49:40, time: 1.619, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1514, s0.acc: 94.6162, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2258, s1.loss_cls: 0.0711, s1.acc: 94.8447, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1114, s2.loss_cls: 0.0357, s2.acc: 94.5544, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0530, loss: 1.0635 +2024-03-12 03:25:18,927 - mmdet - INFO - Epoch [20][5400/7330] lr: 4.612e-06, eta: 2 days, 4:48:15, time: 1.487, data_time: 0.111, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1561, s0.acc: 94.6184, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2239, s1.loss_cls: 0.0735, s1.acc: 94.7976, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1112, s2.loss_cls: 0.0367, s2.acc: 94.6189, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0524, loss: 1.0615 +2024-03-12 03:26:39,818 - mmdet - INFO - Epoch [20][5450/7330] lr: 4.612e-06, eta: 2 days, 4:46:57, time: 1.618, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1486, s0.acc: 94.7385, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2297, s1.loss_cls: 0.0701, s1.acc: 94.8687, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1126, s2.loss_cls: 0.0347, s2.acc: 94.8148, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0527, loss: 1.0594 +2024-03-12 03:27:59,448 - mmdet - INFO - Epoch [20][5500/7330] lr: 4.612e-06, eta: 2 days, 4:45:37, time: 1.593, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1605, s0.acc: 94.4578, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2273, s1.loss_cls: 0.0761, s1.acc: 94.6192, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1127, s2.loss_cls: 0.0376, s2.acc: 94.4867, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0533, loss: 1.0883 +2024-03-12 03:29:24,590 - mmdet - INFO - Epoch [20][5550/7330] lr: 4.612e-06, eta: 2 days, 4:44:22, time: 1.703, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1577, s0.acc: 94.3730, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2323, s1.loss_cls: 0.0738, s1.acc: 94.6523, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1142, s2.loss_cls: 0.0375, s2.acc: 94.4230, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0534, loss: 1.1035 +2024-03-12 03:30:44,621 - mmdet - INFO - Epoch [20][5600/7330] lr: 4.612e-06, eta: 2 days, 4:43:02, time: 1.601, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1525, s0.acc: 94.7571, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2219, s1.loss_cls: 0.0740, s1.acc: 94.8270, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1107, s2.loss_cls: 0.0365, s2.acc: 94.7181, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0521, loss: 1.0501 +2024-03-12 03:32:06,583 - mmdet - INFO - Epoch [20][5650/7330] lr: 4.612e-06, eta: 2 days, 4:41:44, time: 1.639, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1559, s0.acc: 94.6621, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2270, s1.loss_cls: 0.0734, s1.acc: 94.8887, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1116, s2.loss_cls: 0.0370, s2.acc: 94.7158, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0525, loss: 1.0686 +2024-03-12 03:33:25,653 - mmdet - INFO - Epoch [20][5700/7330] lr: 4.612e-06, eta: 2 days, 4:40:24, time: 1.581, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1448, s0.acc: 94.9824, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2199, s1.loss_cls: 0.0690, s1.acc: 95.1461, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1090, s2.loss_cls: 0.0349, s2.acc: 95.0156, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0513, loss: 1.0234 +2024-03-12 03:34:43,661 - mmdet - INFO - Epoch [20][5750/7330] lr: 4.612e-06, eta: 2 days, 4:39:03, time: 1.560, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1533, s0.acc: 94.6821, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2323, s1.loss_cls: 0.0729, s1.acc: 94.8512, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1136, s2.loss_cls: 0.0366, s2.acc: 94.7043, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0533, loss: 1.0715 +2024-03-12 03:36:04,134 - mmdet - INFO - Epoch [20][5800/7330] lr: 4.612e-06, eta: 2 days, 4:37:44, time: 1.609, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1464, s0.acc: 94.8423, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2294, s1.loss_cls: 0.0692, s1.acc: 95.0582, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1128, s2.loss_cls: 0.0340, s2.acc: 94.9782, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0528, loss: 1.0554 +2024-03-12 03:37:25,052 - mmdet - INFO - Epoch [20][5850/7330] lr: 4.612e-06, eta: 2 days, 4:36:25, time: 1.619, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1584, s0.acc: 94.5432, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2292, s1.loss_cls: 0.0755, s1.acc: 94.6400, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1124, s2.loss_cls: 0.0375, s2.acc: 94.4816, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0530, loss: 1.0813 +2024-03-12 03:38:44,524 - mmdet - INFO - Epoch [20][5900/7330] lr: 4.612e-06, eta: 2 days, 4:35:05, time: 1.589, data_time: 0.124, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1636, s0.acc: 94.3452, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2311, s1.loss_cls: 0.0767, s1.acc: 94.5923, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1151, s2.loss_cls: 0.0384, s2.acc: 94.3522, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0538, loss: 1.1133 +2024-03-12 03:40:00,548 - mmdet - INFO - Epoch [20][5950/7330] lr: 4.612e-06, eta: 2 days, 4:33:42, time: 1.520, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1477, s0.acc: 94.8430, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2316, s1.loss_cls: 0.0696, s1.acc: 95.0706, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1131, s2.loss_cls: 0.0347, s2.acc: 94.9385, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0530, loss: 1.0483 +2024-03-12 03:41:20,640 - mmdet - INFO - Epoch [20][6000/7330] lr: 4.612e-06, eta: 2 days, 4:32:23, time: 1.602, data_time: 0.115, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1587, s0.acc: 94.4658, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2280, s1.loss_cls: 0.0768, s1.acc: 94.5899, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1113, s2.loss_cls: 0.0383, s2.acc: 94.3993, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0524, loss: 1.0889 +2024-03-12 03:42:38,717 - mmdet - INFO - Epoch [20][6050/7330] lr: 4.612e-06, eta: 2 days, 4:31:02, time: 1.562, data_time: 0.204, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1491, s0.acc: 94.7349, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2268, s1.loss_cls: 0.0709, s1.acc: 94.9372, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1125, s2.loss_cls: 0.0357, s2.acc: 94.7338, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0532, loss: 1.0519 +2024-03-12 03:44:00,589 - mmdet - INFO - Epoch [20][6100/7330] lr: 4.612e-06, eta: 2 days, 4:29:44, time: 1.637, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1639, s0.acc: 94.3086, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2301, s1.loss_cls: 0.0785, s1.acc: 94.4621, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1121, s2.loss_cls: 0.0382, s2.acc: 94.4560, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0524, loss: 1.1031 +2024-03-12 03:45:19,359 - mmdet - INFO - Epoch [20][6150/7330] lr: 4.612e-06, eta: 2 days, 4:28:23, time: 1.575, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1566, s0.acc: 94.6206, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2276, s1.loss_cls: 0.0733, s1.acc: 94.8363, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1119, s2.loss_cls: 0.0365, s2.acc: 94.7386, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0525, loss: 1.0710 +2024-03-12 03:46:35,639 - mmdet - INFO - Epoch [20][6200/7330] lr: 4.612e-06, eta: 2 days, 4:27:01, time: 1.526, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1603, s0.acc: 94.4834, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2338, s1.loss_cls: 0.0762, s1.acc: 94.5833, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1141, s2.loss_cls: 0.0379, s2.acc: 94.5197, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0537, loss: 1.0888 +2024-03-12 03:47:52,390 - mmdet - INFO - Epoch [20][6250/7330] lr: 4.612e-06, eta: 2 days, 4:25:38, time: 1.535, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1497, s0.acc: 94.6655, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2288, s1.loss_cls: 0.0719, s1.acc: 94.7958, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1121, s2.loss_cls: 0.0355, s2.acc: 94.6605, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0526, loss: 1.0576 +2024-03-12 03:49:14,009 - mmdet - INFO - Epoch [20][6300/7330] lr: 4.612e-06, eta: 2 days, 4:24:20, time: 1.632, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1621, s0.acc: 94.3928, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2308, s1.loss_cls: 0.0786, s1.acc: 94.4889, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1130, s2.loss_cls: 0.0390, s2.acc: 94.3575, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0531, loss: 1.0845 +2024-03-12 03:50:32,879 - mmdet - INFO - Epoch [20][6350/7330] lr: 4.612e-06, eta: 2 days, 4:23:00, time: 1.577, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1516, s0.acc: 94.7405, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2276, s1.loss_cls: 0.0711, s1.acc: 94.9624, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1119, s2.loss_cls: 0.0359, s2.acc: 94.8252, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0527, loss: 1.0543 +2024-03-12 03:51:51,435 - mmdet - INFO - Epoch [20][6400/7330] lr: 4.612e-06, eta: 2 days, 4:21:39, time: 1.571, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1465, s0.acc: 94.7817, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2218, s1.loss_cls: 0.0691, s1.acc: 95.0336, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1105, s2.loss_cls: 0.0348, s2.acc: 94.8142, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0523, loss: 1.0442 +2024-03-12 03:53:08,155 - mmdet - INFO - Epoch [20][6450/7330] lr: 4.612e-06, eta: 2 days, 4:20:17, time: 1.534, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1494, s0.acc: 94.7930, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2254, s1.loss_cls: 0.0715, s1.acc: 94.9710, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1115, s2.loss_cls: 0.0359, s2.acc: 94.7496, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0525, loss: 1.0524 +2024-03-12 03:54:28,896 - mmdet - INFO - Epoch [20][6500/7330] lr: 4.612e-06, eta: 2 days, 4:18:58, time: 1.615, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1613, s0.acc: 94.4170, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2292, s1.loss_cls: 0.0758, s1.acc: 94.6770, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1126, s2.loss_cls: 0.0378, s2.acc: 94.4784, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0531, loss: 1.1026 +2024-03-12 03:55:54,265 - mmdet - INFO - Epoch [20][6550/7330] lr: 4.612e-06, eta: 2 days, 4:17:43, time: 1.707, data_time: 0.216, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1603, s0.acc: 94.4565, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2330, s1.loss_cls: 0.0760, s1.acc: 94.5777, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1146, s2.loss_cls: 0.0375, s2.acc: 94.5569, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0539, loss: 1.1016 +2024-03-12 03:57:14,232 - mmdet - INFO - Epoch [20][6600/7330] lr: 4.612e-06, eta: 2 days, 4:16:23, time: 1.599, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1486, s0.acc: 94.7554, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2259, s1.loss_cls: 0.0712, s1.acc: 94.8851, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1113, s2.loss_cls: 0.0351, s2.acc: 94.8919, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0523, loss: 1.0561 +2024-03-12 03:58:35,518 - mmdet - INFO - Epoch [20][6650/7330] lr: 4.612e-06, eta: 2 days, 4:15:05, time: 1.626, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1525, s0.acc: 94.7849, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2330, s1.loss_cls: 0.0727, s1.acc: 94.8933, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1138, s2.loss_cls: 0.0360, s2.acc: 94.8803, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0532, loss: 1.0587 +2024-03-12 03:59:55,956 - mmdet - INFO - Epoch [20][6700/7330] lr: 4.612e-06, eta: 2 days, 4:13:46, time: 1.609, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1472, s0.acc: 94.9387, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2298, s1.loss_cls: 0.0689, s1.acc: 95.1826, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1130, s2.loss_cls: 0.0348, s2.acc: 94.9611, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0533, loss: 1.0411 +2024-03-12 04:01:19,008 - mmdet - INFO - Epoch [20][6750/7330] lr: 4.612e-06, eta: 2 days, 4:12:29, time: 1.661, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1583, s0.acc: 94.4456, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2310, s1.loss_cls: 0.0744, s1.acc: 94.6137, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1134, s2.loss_cls: 0.0375, s2.acc: 94.4171, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0526, loss: 1.0890 +2024-03-12 04:02:33,991 - mmdet - INFO - Epoch [20][6800/7330] lr: 4.612e-06, eta: 2 days, 4:11:05, time: 1.500, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1452, s0.acc: 94.9333, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2227, s1.loss_cls: 0.0699, s1.acc: 94.9938, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1088, s2.loss_cls: 0.0350, s2.acc: 94.8358, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0513, loss: 1.0197 +2024-03-12 04:03:51,840 - mmdet - INFO - Epoch [20][6850/7330] lr: 4.612e-06, eta: 2 days, 4:09:44, time: 1.557, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1477, s0.acc: 94.8599, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2238, s1.loss_cls: 0.0701, s1.acc: 94.9555, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1101, s2.loss_cls: 0.0351, s2.acc: 94.8527, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0517, loss: 1.0404 +2024-03-12 04:05:10,596 - mmdet - INFO - Epoch [20][6900/7330] lr: 4.612e-06, eta: 2 days, 4:08:23, time: 1.575, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1518, s0.acc: 94.7407, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2318, s1.loss_cls: 0.0718, s1.acc: 94.8698, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1146, s2.loss_cls: 0.0358, s2.acc: 94.7403, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0542, loss: 1.0752 +2024-03-12 04:06:27,200 - mmdet - INFO - Epoch [20][6950/7330] lr: 4.612e-06, eta: 2 days, 4:07:01, time: 1.532, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1469, s0.acc: 94.8689, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2242, s1.loss_cls: 0.0692, s1.acc: 95.1453, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1107, s2.loss_cls: 0.0345, s2.acc: 94.8830, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0523, loss: 1.0362 +2024-03-12 04:07:48,505 - mmdet - INFO - Epoch [20][7000/7330] lr: 4.612e-06, eta: 2 days, 4:05:43, time: 1.626, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1496, s0.acc: 94.7764, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2269, s1.loss_cls: 0.0708, s1.acc: 94.9825, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1115, s2.loss_cls: 0.0350, s2.acc: 94.8607, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0529, loss: 1.0504 +2024-03-12 04:09:09,171 - mmdet - INFO - Epoch [20][7050/7330] lr: 4.612e-06, eta: 2 days, 4:04:24, time: 1.614, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1510, s0.acc: 94.8018, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2245, s1.loss_cls: 0.0724, s1.acc: 94.9233, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1100, s2.loss_cls: 0.0357, s2.acc: 94.8048, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0516, loss: 1.0394 +2024-03-12 04:10:28,055 - mmdet - INFO - Epoch [20][7100/7330] lr: 4.612e-06, eta: 2 days, 4:03:03, time: 1.578, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1498, s0.acc: 94.7078, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2259, s1.loss_cls: 0.0718, s1.acc: 94.8557, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1106, s2.loss_cls: 0.0356, s2.acc: 94.7327, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0519, loss: 1.0465 +2024-03-12 04:11:43,935 - mmdet - INFO - Epoch [20][7150/7330] lr: 4.612e-06, eta: 2 days, 4:01:40, time: 1.518, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1482, s0.acc: 94.8835, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2249, s1.loss_cls: 0.0699, s1.acc: 95.0389, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1107, s2.loss_cls: 0.0346, s2.acc: 94.9772, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0523, loss: 1.0409 +2024-03-12 04:13:03,258 - mmdet - INFO - Epoch [20][7200/7330] lr: 4.612e-06, eta: 2 days, 4:00:20, time: 1.586, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1515, s0.acc: 94.7646, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2265, s1.loss_cls: 0.0730, s1.acc: 94.7323, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1107, s2.loss_cls: 0.0365, s2.acc: 94.6117, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0518, loss: 1.0519 +2024-03-12 04:14:23,447 - mmdet - INFO - Epoch [20][7250/7330] lr: 4.612e-06, eta: 2 days, 3:59:01, time: 1.604, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1568, s0.acc: 94.5239, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2296, s1.loss_cls: 0.0741, s1.acc: 94.6327, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1123, s2.loss_cls: 0.0376, s2.acc: 94.4562, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0529, loss: 1.0820 +2024-03-12 04:15:44,044 - mmdet - INFO - Epoch [20][7300/7330] lr: 4.612e-06, eta: 2 days, 3:57:42, time: 1.612, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1494, s0.acc: 94.7617, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2244, s1.loss_cls: 0.0721, s1.acc: 94.8555, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1116, s2.loss_cls: 0.0355, s2.acc: 94.7398, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0526, loss: 1.0462 +2024-03-12 04:16:26,446 - mmdet - INFO - Saving checkpoint at 20 epochs +2024-03-12 04:23:23,050 - mmdet - INFO - Evaluating bbox... +2024-03-12 04:23:54,367 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.486 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.673 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.529 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.321 + 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 ] = 0.617 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.624 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.624 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.624 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.448 + 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 ] = 0.757 + +2024-03-12 04:23:54,368 - mmdet - INFO - Evaluating segm... +2024-03-12 04:24:33,576 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.422 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.648 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.455 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.237 + 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 ] = 0.592 + 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 ] = 0.372 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.593 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.692 + +2024-03-12 04:24:34,160 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-12 04:24:34,162 - mmdet - INFO - Epoch(val) [20][1250] bbox_mAP: 0.4860, bbox_mAP_50: 0.6730, bbox_mAP_75: 0.5290, bbox_mAP_s: 0.3210, bbox_mAP_m: 0.5300, bbox_mAP_l: 0.6170, bbox_mAP_copypaste: 0.486 0.673 0.529 0.321 0.530 0.617, segm_mAP: 0.4220, segm_mAP_50: 0.6480, segm_mAP_75: 0.4550, segm_mAP_s: 0.2370, segm_mAP_m: 0.4620, segm_mAP_l: 0.5920, segm_mAP_copypaste: 0.422 0.648 0.455 0.237 0.462 0.592 +2024-03-12 04:26:00,644 - mmdet - INFO - Epoch [21][50/7330] lr: 4.612e-06, eta: 2 days, 3:55:01, time: 1.728, data_time: 0.261, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1495, s0.acc: 94.7234, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2296, s1.loss_cls: 0.0713, s1.acc: 94.8297, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1137, s2.loss_cls: 0.0355, s2.acc: 94.6812, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0535, loss: 1.0640 +2024-03-12 04:27:19,419 - mmdet - INFO - Epoch [21][100/7330] lr: 4.612e-06, eta: 2 days, 3:53:41, time: 1.575, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1401, s0.acc: 95.0535, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2242, s1.loss_cls: 0.0663, s1.acc: 95.2892, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1101, s2.loss_cls: 0.0331, s2.acc: 95.1090, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0520, loss: 1.0195 +2024-03-12 04:28:42,872 - mmdet - INFO - Epoch [21][150/7330] lr: 4.612e-06, eta: 2 days, 3:52:24, time: 1.669, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1486, s0.acc: 94.7500, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2245, s1.loss_cls: 0.0698, s1.acc: 95.0193, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1112, s2.loss_cls: 0.0344, s2.acc: 94.9961, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0525, loss: 1.0581 +2024-03-12 04:29:58,779 - mmdet - INFO - Epoch [21][200/7330] lr: 4.612e-06, eta: 2 days, 3:51:01, time: 1.518, data_time: 0.118, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1470, s0.acc: 94.8845, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2245, s1.loss_cls: 0.0688, s1.acc: 95.1043, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1104, s2.loss_cls: 0.0345, s2.acc: 95.0028, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0527, loss: 1.0433 +2024-03-12 04:31:24,024 - mmdet - INFO - Epoch [21][250/7330] lr: 4.612e-06, eta: 2 days, 3:49:46, time: 1.705, data_time: 0.116, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1500, s0.acc: 94.7129, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2222, s1.loss_cls: 0.0705, s1.acc: 94.8783, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1100, s2.loss_cls: 0.0353, s2.acc: 94.7350, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0521, loss: 1.0515 +2024-03-12 04:32:45,681 - mmdet - INFO - Epoch [21][300/7330] lr: 4.612e-06, eta: 2 days, 3:48:28, time: 1.633, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1470, s0.acc: 94.7522, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2255, s1.loss_cls: 0.0694, s1.acc: 94.9617, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1099, s2.loss_cls: 0.0352, s2.acc: 94.7392, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0521, loss: 1.0498 +2024-03-12 04:34:09,021 - mmdet - INFO - Epoch [21][350/7330] lr: 4.612e-06, eta: 2 days, 3:47:11, time: 1.666, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1409, s0.acc: 94.9656, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2234, s1.loss_cls: 0.0658, s1.acc: 95.1799, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1098, s2.loss_cls: 0.0333, s2.acc: 95.0936, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0514, loss: 1.0131 +2024-03-12 04:35:27,696 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-12 04:35:27,696 - mmdet - INFO - Epoch [21][400/7330] lr: 4.612e-06, eta: 2 days, 3:45:51, time: 1.574, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1464, s0.acc: 94.7998, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2245, s1.loss_cls: 0.0690, s1.acc: 94.8966, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1100, s2.loss_cls: 0.0341, s2.acc: 94.9058, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0519, loss: 1.0387 +2024-03-12 04:36:43,699 - mmdet - INFO - Epoch [21][450/7330] lr: 4.612e-06, eta: 2 days, 3:44:28, time: 1.520, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1424, s0.acc: 94.8958, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2220, s1.loss_cls: 0.0672, s1.acc: 95.0788, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1086, s2.loss_cls: 0.0335, s2.acc: 95.0584, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0514, loss: 1.0199 +2024-03-12 04:38:00,473 - mmdet - INFO - Epoch [21][500/7330] lr: 4.612e-06, eta: 2 days, 3:43:06, time: 1.535, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1458, s0.acc: 94.7993, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2241, s1.loss_cls: 0.0681, s1.acc: 95.0411, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1105, s2.loss_cls: 0.0340, s2.acc: 94.9157, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0526, loss: 1.0328 +2024-03-12 04:39:17,699 - mmdet - INFO - Epoch [21][550/7330] lr: 4.612e-06, eta: 2 days, 3:41:44, time: 1.544, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1440, s0.acc: 95.0376, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2252, s1.loss_cls: 0.0676, s1.acc: 95.2030, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1113, s2.loss_cls: 0.0339, s2.acc: 95.0730, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0527, loss: 1.0316 +2024-03-12 04:40:38,043 - mmdet - INFO - Epoch [21][600/7330] lr: 4.612e-06, eta: 2 days, 3:40:25, time: 1.607, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1473, s0.acc: 94.6753, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2232, s1.loss_cls: 0.0698, s1.acc: 94.9038, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1096, s2.loss_cls: 0.0351, s2.acc: 94.7313, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0518, loss: 1.0364 +2024-03-12 04:41:55,677 - mmdet - INFO - Epoch [21][650/7330] lr: 4.612e-06, eta: 2 days, 3:39:04, time: 1.553, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1397, s0.acc: 95.0217, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2196, s1.loss_cls: 0.0657, s1.acc: 95.2013, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1084, s2.loss_cls: 0.0329, s2.acc: 95.0609, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0511, loss: 1.0058 +2024-03-12 04:43:15,576 - mmdet - INFO - Epoch [21][700/7330] lr: 4.612e-06, eta: 2 days, 3:37:44, time: 1.598, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1549, s0.acc: 94.5630, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2277, s1.loss_cls: 0.0739, s1.acc: 94.6780, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1124, s2.loss_cls: 0.0368, s2.acc: 94.5136, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0529, loss: 1.0721 +2024-03-12 04:44:36,902 - mmdet - INFO - Epoch [21][750/7330] lr: 4.612e-06, eta: 2 days, 3:36:26, time: 1.627, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1490, s0.acc: 94.7688, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2233, s1.loss_cls: 0.0699, s1.acc: 94.9781, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1105, s2.loss_cls: 0.0352, s2.acc: 94.8025, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0521, loss: 1.0451 +2024-03-12 04:45:53,072 - mmdet - INFO - Epoch [21][800/7330] lr: 4.612e-06, eta: 2 days, 3:35:03, time: 1.523, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1509, s0.acc: 94.7844, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2331, s1.loss_cls: 0.0701, s1.acc: 94.9793, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1138, s2.loss_cls: 0.0350, s2.acc: 94.9428, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0535, loss: 1.0642 +2024-03-12 04:47:13,064 - mmdet - INFO - Epoch [21][850/7330] lr: 4.612e-06, eta: 2 days, 3:33:44, time: 1.600, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1454, s0.acc: 94.9668, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2266, s1.loss_cls: 0.0683, s1.acc: 95.1250, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1108, s2.loss_cls: 0.0337, s2.acc: 95.0106, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0524, loss: 1.0335 +2024-03-12 04:48:33,673 - mmdet - INFO - Epoch [21][900/7330] lr: 4.612e-06, eta: 2 days, 3:32:25, time: 1.612, data_time: 0.196, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1530, s0.acc: 94.6719, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2248, s1.loss_cls: 0.0719, s1.acc: 94.8980, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1115, s2.loss_cls: 0.0357, s2.acc: 94.8024, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0530, loss: 1.0668 +2024-03-12 04:49:50,086 - mmdet - INFO - Epoch [21][950/7330] lr: 4.612e-06, eta: 2 days, 3:31:02, time: 1.528, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1551, s0.acc: 94.6140, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2288, s1.loss_cls: 0.0737, s1.acc: 94.7774, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1118, s2.loss_cls: 0.0362, s2.acc: 94.7367, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0526, loss: 1.0623 +2024-03-12 04:51:10,807 - mmdet - INFO - Epoch [21][1000/7330] lr: 4.612e-06, eta: 2 days, 3:29:43, time: 1.614, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1558, s0.acc: 94.6104, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2264, s1.loss_cls: 0.0735, s1.acc: 94.7947, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1109, s2.loss_cls: 0.0367, s2.acc: 94.5960, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0523, loss: 1.0577 +2024-03-12 04:52:32,418 - mmdet - INFO - Epoch [21][1050/7330] lr: 4.612e-06, eta: 2 days, 3:28:25, time: 1.632, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1528, s0.acc: 94.6921, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2328, s1.loss_cls: 0.0714, s1.acc: 94.9297, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1143, s2.loss_cls: 0.0350, s2.acc: 94.9195, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0541, loss: 1.0684 +2024-03-12 04:53:48,704 - mmdet - INFO - Epoch [21][1100/7330] lr: 4.612e-06, eta: 2 days, 3:27:03, time: 1.526, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1636, s0.acc: 94.2808, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2292, s1.loss_cls: 0.0764, s1.acc: 94.4563, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1125, s2.loss_cls: 0.0374, s2.acc: 94.3959, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0525, loss: 1.0954 +2024-03-12 04:55:11,223 - mmdet - INFO - Epoch [21][1150/7330] lr: 4.612e-06, eta: 2 days, 3:25:45, time: 1.650, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1535, s0.acc: 94.5708, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2307, s1.loss_cls: 0.0718, s1.acc: 94.7562, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1130, s2.loss_cls: 0.0365, s2.acc: 94.5438, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0534, loss: 1.0805 +2024-03-12 04:56:33,033 - mmdet - INFO - Epoch [21][1200/7330] lr: 4.612e-06, eta: 2 days, 3:24:27, time: 1.636, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1484, s0.acc: 94.8464, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2245, s1.loss_cls: 0.0700, s1.acc: 95.0518, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1100, s2.loss_cls: 0.0347, s2.acc: 94.8989, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0516, loss: 1.0268 +2024-03-12 04:57:53,023 - mmdet - INFO - Epoch [21][1250/7330] lr: 4.612e-06, eta: 2 days, 3:23:08, time: 1.600, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1495, s0.acc: 94.7883, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2236, s1.loss_cls: 0.0707, s1.acc: 94.9492, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1104, s2.loss_cls: 0.0352, s2.acc: 94.8064, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0513, loss: 1.0385 +2024-03-12 04:59:10,229 - mmdet - INFO - Epoch [21][1300/7330] lr: 4.612e-06, eta: 2 days, 3:21:46, time: 1.544, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1493, s0.acc: 94.7896, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2213, s1.loss_cls: 0.0709, s1.acc: 95.0085, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1084, s2.loss_cls: 0.0351, s2.acc: 94.9104, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0511, loss: 1.0233 +2024-03-12 05:00:31,403 - mmdet - INFO - Epoch [21][1350/7330] lr: 4.612e-06, eta: 2 days, 3:20:27, time: 1.623, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1514, s0.acc: 94.6692, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2260, s1.loss_cls: 0.0716, s1.acc: 94.8448, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1117, s2.loss_cls: 0.0359, s2.acc: 94.6824, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0527, loss: 1.0543 +2024-03-12 05:01:49,261 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-12 05:01:49,261 - mmdet - INFO - Epoch [21][1400/7330] lr: 4.612e-06, eta: 2 days, 3:19:06, time: 1.557, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1569, s0.acc: 94.4863, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2287, s1.loss_cls: 0.0758, s1.acc: 94.5687, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1107, s2.loss_cls: 0.0371, s2.acc: 94.5448, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0522, loss: 1.0758 +2024-03-12 05:03:11,229 - mmdet - INFO - Epoch [21][1450/7330] lr: 4.612e-06, eta: 2 days, 3:17:48, time: 1.639, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1515, s0.acc: 94.6357, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2289, s1.loss_cls: 0.0730, s1.acc: 94.6863, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1124, s2.loss_cls: 0.0364, s2.acc: 94.6014, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0530, loss: 1.0625 +2024-03-12 05:04:31,962 - mmdet - INFO - Epoch [21][1500/7330] lr: 4.612e-06, eta: 2 days, 3:16:29, time: 1.615, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1601, s0.acc: 94.4451, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2321, s1.loss_cls: 0.0758, s1.acc: 94.6122, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1130, s2.loss_cls: 0.0382, s2.acc: 94.4263, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0533, loss: 1.1023 +2024-03-12 05:05:55,064 - mmdet - INFO - Epoch [21][1550/7330] lr: 4.612e-06, eta: 2 days, 3:15:12, time: 1.662, data_time: 0.219, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1529, s0.acc: 94.6934, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2244, s1.loss_cls: 0.0716, s1.acc: 94.9558, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1105, s2.loss_cls: 0.0351, s2.acc: 94.9040, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0523, loss: 1.0550 +2024-03-12 05:07:12,374 - mmdet - INFO - Epoch [21][1600/7330] lr: 4.612e-06, eta: 2 days, 3:13:51, time: 1.546, data_time: 0.124, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1513, s0.acc: 94.6392, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2251, s1.loss_cls: 0.0720, s1.acc: 94.7332, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1113, s2.loss_cls: 0.0359, s2.acc: 94.5976, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0523, loss: 1.0716 +2024-03-12 05:08:31,543 - mmdet - INFO - Epoch [21][1650/7330] lr: 4.612e-06, eta: 2 days, 3:12:30, time: 1.583, data_time: 0.114, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1436, s0.acc: 94.9060, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2204, s1.loss_cls: 0.0689, s1.acc: 95.0370, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1088, s2.loss_cls: 0.0348, s2.acc: 94.7992, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0513, loss: 1.0236 +2024-03-12 05:09:55,377 - mmdet - INFO - Epoch [21][1700/7330] lr: 4.612e-06, eta: 2 days, 3:11:14, time: 1.677, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1481, s0.acc: 94.7874, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2280, s1.loss_cls: 0.0704, s1.acc: 94.8988, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1120, s2.loss_cls: 0.0347, s2.acc: 94.8958, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0526, loss: 1.0463 +2024-03-12 05:11:13,461 - mmdet - INFO - Epoch [21][1750/7330] lr: 4.612e-06, eta: 2 days, 3:09:53, time: 1.562, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1570, s0.acc: 94.5076, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2293, s1.loss_cls: 0.0744, s1.acc: 94.6561, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1121, s2.loss_cls: 0.0364, s2.acc: 94.5821, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0524, loss: 1.0767 +2024-03-12 05:12:34,271 - mmdet - INFO - Epoch [21][1800/7330] lr: 4.612e-06, eta: 2 days, 3:08:34, time: 1.616, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1506, s0.acc: 94.7634, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2261, s1.loss_cls: 0.0717, s1.acc: 94.9235, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1108, s2.loss_cls: 0.0355, s2.acc: 94.8235, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0520, loss: 1.0543 +2024-03-12 05:13:53,614 - mmdet - INFO - Epoch [21][1850/7330] lr: 4.612e-06, eta: 2 days, 3:07:14, time: 1.587, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1443, s0.acc: 94.9822, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2214, s1.loss_cls: 0.0675, s1.acc: 95.1641, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1087, s2.loss_cls: 0.0330, s2.acc: 95.1465, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0512, loss: 1.0175 +2024-03-12 05:15:13,777 - mmdet - INFO - Epoch [21][1900/7330] lr: 4.612e-06, eta: 2 days, 3:05:55, time: 1.603, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1471, s0.acc: 94.8481, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2212, s1.loss_cls: 0.0688, s1.acc: 95.0457, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1092, s2.loss_cls: 0.0346, s2.acc: 94.8654, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0510, loss: 1.0375 +2024-03-12 05:16:31,467 - mmdet - INFO - Epoch [21][1950/7330] lr: 4.612e-06, eta: 2 days, 3:04:33, time: 1.554, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1410, s0.acc: 95.2139, s0.loss_bbox: 0.1976, s0.loss_mask: 0.2239, s1.loss_cls: 0.0672, s1.acc: 95.3126, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1102, s2.loss_cls: 0.0333, s2.acc: 95.3593, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0517, loss: 1.0033 +2024-03-12 05:17:54,147 - mmdet - INFO - Epoch [21][2000/7330] lr: 4.612e-06, eta: 2 days, 3:03:16, time: 1.654, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1614, s0.acc: 94.3652, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2328, s1.loss_cls: 0.0767, s1.acc: 94.5357, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1137, s2.loss_cls: 0.0379, s2.acc: 94.4075, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0531, loss: 1.0926 +2024-03-12 05:19:16,221 - mmdet - INFO - Epoch [21][2050/7330] lr: 4.612e-06, eta: 2 days, 3:01:58, time: 1.641, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1505, s0.acc: 94.6638, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2281, s1.loss_cls: 0.0707, s1.acc: 94.9375, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1126, s2.loss_cls: 0.0357, s2.acc: 94.7695, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0533, loss: 1.0702 +2024-03-12 05:20:37,623 - mmdet - INFO - Epoch [21][2100/7330] lr: 4.612e-06, eta: 2 days, 3:00:40, time: 1.628, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1520, s0.acc: 94.6111, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2270, s1.loss_cls: 0.0716, s1.acc: 94.7948, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1129, s2.loss_cls: 0.0363, s2.acc: 94.5839, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0532, loss: 1.0639 +2024-03-12 05:21:52,635 - mmdet - INFO - Epoch [21][2150/7330] lr: 4.612e-06, eta: 2 days, 2:59:16, time: 1.500, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1557, s0.acc: 94.6277, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2298, s1.loss_cls: 0.0743, s1.acc: 94.7285, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1132, s2.loss_cls: 0.0366, s2.acc: 94.6594, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0531, loss: 1.0774 +2024-03-12 05:23:09,750 - mmdet - INFO - Epoch [21][2200/7330] lr: 4.612e-06, eta: 2 days, 2:57:55, time: 1.542, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1452, s0.acc: 94.9187, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2223, s1.loss_cls: 0.0685, s1.acc: 95.0430, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1100, s2.loss_cls: 0.0347, s2.acc: 94.8658, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0522, loss: 1.0311 +2024-03-12 05:24:25,340 - mmdet - INFO - Epoch [21][2250/7330] lr: 4.612e-06, eta: 2 days, 2:56:32, time: 1.512, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1462, s0.acc: 94.8506, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2262, s1.loss_cls: 0.0691, s1.acc: 95.0564, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1113, s2.loss_cls: 0.0349, s2.acc: 94.8441, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0521, loss: 1.0508 +2024-03-12 05:25:46,281 - mmdet - INFO - Epoch [21][2300/7330] lr: 4.612e-06, eta: 2 days, 2:55:13, time: 1.619, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1425, s0.acc: 95.0281, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2216, s1.loss_cls: 0.0661, s1.acc: 95.2659, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1106, s2.loss_cls: 0.0333, s2.acc: 95.1165, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0524, loss: 1.0160 +2024-03-12 05:27:07,481 - mmdet - INFO - Epoch [21][2350/7330] lr: 4.612e-06, eta: 2 days, 2:53:54, time: 1.624, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1317, s0.acc: 95.2949, s0.loss_bbox: 0.2019, s0.loss_mask: 0.2223, s1.loss_cls: 0.0620, s1.acc: 95.5030, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1099, s2.loss_cls: 0.0315, s2.acc: 95.3362, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0523, loss: 0.9904 +2024-03-12 05:28:27,845 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-12 05:28:27,845 - mmdet - INFO - Epoch [21][2400/7330] lr: 4.612e-06, eta: 2 days, 2:52:35, time: 1.608, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1405, s0.acc: 95.1436, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2250, s1.loss_cls: 0.0648, s1.acc: 95.4486, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1114, s2.loss_cls: 0.0328, s2.acc: 95.1982, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0527, loss: 1.0300 +2024-03-12 05:29:47,755 - mmdet - INFO - Epoch [21][2450/7330] lr: 4.612e-06, eta: 2 days, 2:51:16, time: 1.598, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1430, s0.acc: 94.9639, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2282, s1.loss_cls: 0.0664, s1.acc: 95.2134, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1127, s2.loss_cls: 0.0330, s2.acc: 95.1776, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0533, loss: 1.0369 +2024-03-12 05:31:06,288 - mmdet - INFO - Epoch [21][2500/7330] lr: 4.612e-06, eta: 2 days, 2:49:55, time: 1.571, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1532, s0.acc: 94.5955, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2299, s1.loss_cls: 0.0724, s1.acc: 94.8429, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1126, s2.loss_cls: 0.0357, s2.acc: 94.6870, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0528, loss: 1.0732 +2024-03-12 05:32:28,275 - mmdet - INFO - Epoch [21][2550/7330] lr: 4.612e-06, eta: 2 days, 2:48:37, time: 1.640, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1532, s0.acc: 94.7361, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2299, s1.loss_cls: 0.0706, s1.acc: 95.0000, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1123, s2.loss_cls: 0.0348, s2.acc: 94.9809, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0524, loss: 1.0653 +2024-03-12 05:33:48,712 - mmdet - INFO - Epoch [21][2600/7330] lr: 4.612e-06, eta: 2 days, 2:47:18, time: 1.609, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1423, s0.acc: 94.9871, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2208, s1.loss_cls: 0.0670, s1.acc: 95.1025, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1081, s2.loss_cls: 0.0336, s2.acc: 94.9731, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0509, loss: 1.0110 +2024-03-12 05:35:11,242 - mmdet - INFO - Epoch [21][2650/7330] lr: 4.612e-06, eta: 2 days, 2:46:00, time: 1.651, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1544, s0.acc: 94.6731, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2266, s1.loss_cls: 0.0726, s1.acc: 94.8254, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1111, s2.loss_cls: 0.0361, s2.acc: 94.6082, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0525, loss: 1.0522 +2024-03-12 05:36:31,952 - mmdet - INFO - Epoch [21][2700/7330] lr: 4.612e-06, eta: 2 days, 2:44:41, time: 1.614, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1542, s0.acc: 94.7034, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2236, s1.loss_cls: 0.0728, s1.acc: 94.8073, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1108, s2.loss_cls: 0.0361, s2.acc: 94.7360, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0526, loss: 1.0607 +2024-03-12 05:37:55,120 - mmdet - INFO - Epoch [21][2750/7330] lr: 4.612e-06, eta: 2 days, 2:43:24, time: 1.663, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1455, s0.acc: 94.9561, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2221, s1.loss_cls: 0.0692, s1.acc: 95.0986, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1106, s2.loss_cls: 0.0349, s2.acc: 94.9063, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0524, loss: 1.0279 +2024-03-12 05:39:20,504 - mmdet - INFO - Epoch [21][2800/7330] lr: 4.612e-06, eta: 2 days, 2:42:09, time: 1.708, data_time: 0.221, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1554, s0.acc: 94.5308, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2270, s1.loss_cls: 0.0734, s1.acc: 94.6939, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1116, s2.loss_cls: 0.0368, s2.acc: 94.5531, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0524, loss: 1.0767 +2024-03-12 05:40:35,330 - mmdet - INFO - Epoch [21][2850/7330] lr: 4.612e-06, eta: 2 days, 2:40:45, time: 1.497, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1562, s0.acc: 94.6240, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2230, s1.loss_cls: 0.0751, s1.acc: 94.6595, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1104, s2.loss_cls: 0.0374, s2.acc: 94.5451, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0522, loss: 1.0626 +2024-03-12 05:41:55,444 - mmdet - INFO - Epoch [21][2900/7330] lr: 4.612e-06, eta: 2 days, 2:39:26, time: 1.602, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1518, s0.acc: 94.7400, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2289, s1.loss_cls: 0.0721, s1.acc: 94.9334, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1124, s2.loss_cls: 0.0358, s2.acc: 94.8369, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0526, loss: 1.0588 +2024-03-12 05:43:16,346 - mmdet - INFO - Epoch [21][2950/7330] lr: 4.612e-06, eta: 2 days, 2:38:07, time: 1.618, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1487, s0.acc: 94.7666, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2316, s1.loss_cls: 0.0721, s1.acc: 94.8314, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1129, s2.loss_cls: 0.0359, s2.acc: 94.6476, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0529, loss: 1.0564 +2024-03-12 05:44:39,563 - mmdet - INFO - Epoch [21][3000/7330] lr: 4.612e-06, eta: 2 days, 2:36:50, time: 1.664, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1537, s0.acc: 94.6204, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2249, s1.loss_cls: 0.0740, s1.acc: 94.7319, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1100, s2.loss_cls: 0.0371, s2.acc: 94.5716, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0517, loss: 1.0523 +2024-03-12 05:45:59,860 - mmdet - INFO - Epoch [21][3050/7330] lr: 4.612e-06, eta: 2 days, 2:35:31, time: 1.606, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1539, s0.acc: 94.6611, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2240, s1.loss_cls: 0.0734, s1.acc: 94.7547, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1101, s2.loss_cls: 0.0368, s2.acc: 94.5567, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0520, loss: 1.0530 +2024-03-12 05:47:15,364 - mmdet - INFO - Epoch [21][3100/7330] lr: 4.612e-06, eta: 2 days, 2:34:08, time: 1.510, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1526, s0.acc: 94.5554, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2245, s1.loss_cls: 0.0724, s1.acc: 94.6671, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1093, s2.loss_cls: 0.0363, s2.acc: 94.5755, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0517, loss: 1.0664 +2024-03-12 05:48:32,514 - mmdet - INFO - Epoch [21][3150/7330] lr: 4.612e-06, eta: 2 days, 2:32:46, time: 1.543, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1373, s0.acc: 95.1602, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2245, s1.loss_cls: 0.0658, s1.acc: 95.2016, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1108, s2.loss_cls: 0.0329, s2.acc: 94.9748, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0523, loss: 1.0252 +2024-03-12 05:49:57,220 - mmdet - INFO - Epoch [21][3200/7330] lr: 4.612e-06, eta: 2 days, 2:31:30, time: 1.694, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1512, s0.acc: 94.7371, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2301, s1.loss_cls: 0.0707, s1.acc: 94.9551, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1124, s2.loss_cls: 0.0359, s2.acc: 94.7866, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0523, loss: 1.0579 +2024-03-12 05:51:15,160 - mmdet - INFO - Epoch [21][3250/7330] lr: 4.612e-06, eta: 2 days, 2:30:09, time: 1.559, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1602, s0.acc: 94.3921, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2299, s1.loss_cls: 0.0762, s1.acc: 94.5659, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1130, s2.loss_cls: 0.0381, s2.acc: 94.3669, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0535, loss: 1.0999 +2024-03-12 05:52:35,758 - mmdet - INFO - Epoch [21][3300/7330] lr: 4.612e-06, eta: 2 days, 2:28:50, time: 1.612, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1494, s0.acc: 94.6958, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2214, s1.loss_cls: 0.0715, s1.acc: 94.7735, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1103, s2.loss_cls: 0.0358, s2.acc: 94.6303, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0521, loss: 1.0501 +2024-03-12 05:53:52,697 - mmdet - INFO - Epoch [21][3350/7330] lr: 4.612e-06, eta: 2 days, 2:27:28, time: 1.539, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1495, s0.acc: 94.8525, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2257, s1.loss_cls: 0.0710, s1.acc: 95.0044, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1105, s2.loss_cls: 0.0352, s2.acc: 94.8538, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0522, loss: 1.0362 +2024-03-12 05:55:17,037 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-12 05:55:17,038 - mmdet - INFO - Epoch [21][3400/7330] lr: 4.612e-06, eta: 2 days, 2:26:12, time: 1.687, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1634, s0.acc: 94.4922, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2344, s1.loss_cls: 0.0775, s1.acc: 94.6767, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1152, s2.loss_cls: 0.0387, s2.acc: 94.5205, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0540, loss: 1.0971 +2024-03-12 05:56:37,881 - mmdet - INFO - Epoch [21][3450/7330] lr: 4.612e-06, eta: 2 days, 2:24:53, time: 1.617, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1622, s0.acc: 94.4358, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2316, s1.loss_cls: 0.0775, s1.acc: 94.5572, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1135, s2.loss_cls: 0.0388, s2.acc: 94.3407, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0533, loss: 1.0929 +2024-03-12 05:57:58,514 - mmdet - INFO - Epoch [21][3500/7330] lr: 4.612e-06, eta: 2 days, 2:23:34, time: 1.613, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1516, s0.acc: 94.7195, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2234, s1.loss_cls: 0.0719, s1.acc: 94.8886, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1092, s2.loss_cls: 0.0356, s2.acc: 94.8017, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0515, loss: 1.0509 +2024-03-12 05:59:18,440 - mmdet - INFO - Epoch [21][3550/7330] lr: 4.612e-06, eta: 2 days, 2:22:15, time: 1.598, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1510, s0.acc: 94.8586, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2230, s1.loss_cls: 0.0723, s1.acc: 94.9321, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1102, s2.loss_cls: 0.0359, s2.acc: 94.8405, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0520, loss: 1.0322 +2024-03-12 06:00:40,760 - mmdet - INFO - Epoch [21][3600/7330] lr: 4.612e-06, eta: 2 days, 2:20:57, time: 1.646, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1533, s0.acc: 94.6865, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2278, s1.loss_cls: 0.0744, s1.acc: 94.6767, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1128, s2.loss_cls: 0.0375, s2.acc: 94.4433, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0533, loss: 1.0679 +2024-03-12 06:02:01,071 - mmdet - INFO - Epoch [21][3650/7330] lr: 4.612e-06, eta: 2 days, 2:19:38, time: 1.606, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1549, s0.acc: 94.6108, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2275, s1.loss_cls: 0.0740, s1.acc: 94.7526, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1110, s2.loss_cls: 0.0369, s2.acc: 94.5675, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0524, loss: 1.0668 +2024-03-12 06:03:23,560 - mmdet - INFO - Epoch [21][3700/7330] lr: 4.612e-06, eta: 2 days, 2:18:20, time: 1.650, data_time: 0.218, memory: 23149, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1672, s0.acc: 94.2466, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2290, s1.loss_cls: 0.0798, s1.acc: 94.3330, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1136, s2.loss_cls: 0.0397, s2.acc: 94.0978, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0537, loss: 1.1304 +2024-03-12 06:04:46,400 - mmdet - INFO - Epoch [21][3750/7330] lr: 4.612e-06, eta: 2 days, 2:17:03, time: 1.657, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1686, s0.acc: 94.1685, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2274, s1.loss_cls: 0.0794, s1.acc: 94.3613, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1113, s2.loss_cls: 0.0394, s2.acc: 94.2709, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0527, loss: 1.1197 +2024-03-12 06:06:09,598 - mmdet - INFO - Epoch [21][3800/7330] lr: 4.612e-06, eta: 2 days, 2:15:46, time: 1.664, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1501, s0.acc: 94.7109, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2197, s1.loss_cls: 0.0706, s1.acc: 94.9903, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1103, s2.loss_cls: 0.0354, s2.acc: 94.8444, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0521, loss: 1.0406 +2024-03-12 06:07:26,470 - mmdet - INFO - Epoch [21][3850/7330] lr: 4.612e-06, eta: 2 days, 2:14:24, time: 1.537, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1553, s0.acc: 94.6311, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2272, s1.loss_cls: 0.0746, s1.acc: 94.7082, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1123, s2.loss_cls: 0.0372, s2.acc: 94.5714, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0526, loss: 1.0673 +2024-03-12 06:08:45,881 - mmdet - INFO - Epoch [21][3900/7330] lr: 4.612e-06, eta: 2 days, 2:13:04, time: 1.588, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1622, s0.acc: 94.4417, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2301, s1.loss_cls: 0.0763, s1.acc: 94.6079, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1137, s2.loss_cls: 0.0379, s2.acc: 94.4542, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0537, loss: 1.1049 +2024-03-12 06:10:06,292 - mmdet - INFO - Epoch [21][3950/7330] lr: 4.612e-06, eta: 2 days, 2:11:44, time: 1.608, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1546, s0.acc: 94.7158, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2196, s1.loss_cls: 0.0737, s1.acc: 94.9058, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1089, s2.loss_cls: 0.0363, s2.acc: 94.7661, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0512, loss: 1.0375 +2024-03-12 06:11:24,625 - mmdet - INFO - Epoch [21][4000/7330] lr: 4.612e-06, eta: 2 days, 2:10:24, time: 1.567, data_time: 0.203, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1623, s0.acc: 94.3242, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2255, s1.loss_cls: 0.0779, s1.acc: 94.4146, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1113, s2.loss_cls: 0.0385, s2.acc: 94.3330, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0524, loss: 1.0905 +2024-03-12 06:12:45,426 - mmdet - INFO - Epoch [21][4050/7330] lr: 4.612e-06, eta: 2 days, 2:09:05, time: 1.616, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1559, s0.acc: 94.6096, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2289, s1.loss_cls: 0.0728, s1.acc: 94.8112, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1119, s2.loss_cls: 0.0364, s2.acc: 94.6500, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0527, loss: 1.0723 +2024-03-12 06:14:06,783 - mmdet - INFO - Epoch [21][4100/7330] lr: 4.612e-06, eta: 2 days, 2:07:46, time: 1.627, data_time: 0.105, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1614, s0.acc: 94.2922, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2312, s1.loss_cls: 0.0765, s1.acc: 94.4549, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1152, s2.loss_cls: 0.0378, s2.acc: 94.3776, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0547, loss: 1.1129 +2024-03-12 06:15:27,430 - mmdet - INFO - Epoch [21][4150/7330] lr: 4.612e-06, eta: 2 days, 2:06:27, time: 1.613, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1489, s0.acc: 94.7666, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2235, s1.loss_cls: 0.0711, s1.acc: 94.8996, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1109, s2.loss_cls: 0.0362, s2.acc: 94.6970, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0518, loss: 1.0493 +2024-03-12 06:16:45,329 - mmdet - INFO - Epoch [21][4200/7330] lr: 4.612e-06, eta: 2 days, 2:05:06, time: 1.558, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1642, s0.acc: 94.3237, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2272, s1.loss_cls: 0.0781, s1.acc: 94.4697, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1115, s2.loss_cls: 0.0389, s2.acc: 94.3381, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0526, loss: 1.0919 +2024-03-12 06:18:07,176 - mmdet - INFO - Epoch [21][4250/7330] lr: 4.612e-06, eta: 2 days, 2:03:48, time: 1.637, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1602, s0.acc: 94.4971, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2241, s1.loss_cls: 0.0762, s1.acc: 94.6907, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1111, s2.loss_cls: 0.0382, s2.acc: 94.4973, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0525, loss: 1.0821 +2024-03-12 06:19:27,425 - mmdet - INFO - Epoch [21][4300/7330] lr: 4.612e-06, eta: 2 days, 2:02:29, time: 1.605, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1535, s0.acc: 94.5754, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2263, s1.loss_cls: 0.0729, s1.acc: 94.7529, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1117, s2.loss_cls: 0.0368, s2.acc: 94.6010, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0527, loss: 1.0672 +2024-03-12 06:20:49,497 - mmdet - INFO - Epoch [21][4350/7330] lr: 4.612e-06, eta: 2 days, 2:01:11, time: 1.641, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1499, s0.acc: 94.8823, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2224, s1.loss_cls: 0.0705, s1.acc: 95.0889, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1109, s2.loss_cls: 0.0354, s2.acc: 94.9580, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0525, loss: 1.0449 +2024-03-12 06:22:08,135 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-12 06:22:08,135 - mmdet - INFO - Epoch [21][4400/7330] lr: 4.612e-06, eta: 2 days, 1:59:50, time: 1.573, data_time: 0.108, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1497, s0.acc: 94.7324, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2255, s1.loss_cls: 0.0706, s1.acc: 94.8686, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1104, s2.loss_cls: 0.0351, s2.acc: 94.7846, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0520, loss: 1.0401 +2024-03-12 06:23:28,318 - mmdet - INFO - Epoch [21][4450/7330] lr: 4.612e-06, eta: 2 days, 1:58:31, time: 1.604, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1557, s0.acc: 94.6221, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2242, s1.loss_cls: 0.0729, s1.acc: 94.8107, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1110, s2.loss_cls: 0.0367, s2.acc: 94.5830, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0523, loss: 1.0556 +2024-03-12 06:24:46,724 - mmdet - INFO - Epoch [21][4500/7330] lr: 4.612e-06, eta: 2 days, 1:57:10, time: 1.568, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1499, s0.acc: 94.7935, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2252, s1.loss_cls: 0.0701, s1.acc: 94.9884, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1111, s2.loss_cls: 0.0349, s2.acc: 94.8324, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0526, loss: 1.0444 +2024-03-12 06:26:06,262 - mmdet - INFO - Epoch [21][4550/7330] lr: 4.612e-06, eta: 2 days, 1:55:50, time: 1.591, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1583, s0.acc: 94.5669, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2291, s1.loss_cls: 0.0754, s1.acc: 94.7098, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1124, s2.loss_cls: 0.0369, s2.acc: 94.6727, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0529, loss: 1.0784 +2024-03-12 06:27:24,344 - mmdet - INFO - Epoch [21][4600/7330] lr: 4.612e-06, eta: 2 days, 1:54:29, time: 1.562, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1509, s0.acc: 94.7722, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2238, s1.loss_cls: 0.0718, s1.acc: 94.8976, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1114, s2.loss_cls: 0.0360, s2.acc: 94.7258, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0529, loss: 1.0482 +2024-03-12 06:28:47,736 - mmdet - INFO - Epoch [21][4650/7330] lr: 4.612e-06, eta: 2 days, 1:53:12, time: 1.668, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1511, s0.acc: 94.6641, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2259, s1.loss_cls: 0.0714, s1.acc: 94.8985, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1106, s2.loss_cls: 0.0357, s2.acc: 94.6660, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0522, loss: 1.0489 +2024-03-12 06:30:06,401 - mmdet - INFO - Epoch [21][4700/7330] lr: 4.612e-06, eta: 2 days, 1:51:52, time: 1.573, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1615, s0.acc: 94.3652, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2308, s1.loss_cls: 0.0764, s1.acc: 94.5683, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1132, s2.loss_cls: 0.0383, s2.acc: 94.4695, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0533, loss: 1.0957 +2024-03-12 06:31:25,220 - mmdet - INFO - Epoch [21][4750/7330] lr: 4.612e-06, eta: 2 days, 1:50:31, time: 1.576, data_time: 0.213, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1659, s0.acc: 94.2761, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2285, s1.loss_cls: 0.0783, s1.acc: 94.5100, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1120, s2.loss_cls: 0.0387, s2.acc: 94.3521, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0532, loss: 1.1052 +2024-03-12 06:32:43,251 - mmdet - INFO - Epoch [21][4800/7330] lr: 4.612e-06, eta: 2 days, 1:49:10, time: 1.561, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1458, s0.acc: 94.9026, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2195, s1.loss_cls: 0.0695, s1.acc: 94.9500, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1078, s2.loss_cls: 0.0351, s2.acc: 94.7915, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0507, loss: 1.0331 +2024-03-12 06:34:04,135 - mmdet - INFO - Epoch [21][4850/7330] lr: 4.612e-06, eta: 2 days, 1:47:51, time: 1.618, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1532, s0.acc: 94.7412, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2244, s1.loss_cls: 0.0716, s1.acc: 95.0002, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1102, s2.loss_cls: 0.0352, s2.acc: 94.9002, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0520, loss: 1.0361 +2024-03-12 06:35:22,441 - mmdet - INFO - Epoch [21][4900/7330] lr: 4.612e-06, eta: 2 days, 1:46:31, time: 1.566, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1542, s0.acc: 94.5532, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2235, s1.loss_cls: 0.0727, s1.acc: 94.7058, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1108, s2.loss_cls: 0.0366, s2.acc: 94.5591, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0526, loss: 1.0536 +2024-03-12 06:36:42,960 - mmdet - INFO - Epoch [21][4950/7330] lr: 4.612e-06, eta: 2 days, 1:45:12, time: 1.610, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1557, s0.acc: 94.6289, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2201, s1.loss_cls: 0.0749, s1.acc: 94.7152, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1081, s2.loss_cls: 0.0372, s2.acc: 94.5085, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0511, loss: 1.0462 +2024-03-12 06:38:03,897 - mmdet - INFO - Epoch [21][5000/7330] lr: 4.612e-06, eta: 2 days, 1:43:53, time: 1.619, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1612, s0.acc: 94.5220, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2291, s1.loss_cls: 0.0762, s1.acc: 94.6885, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1124, s2.loss_cls: 0.0382, s2.acc: 94.4527, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0529, loss: 1.0893 +2024-03-12 06:39:25,185 - mmdet - INFO - Epoch [21][5050/7330] lr: 4.612e-06, eta: 2 days, 1:42:34, time: 1.626, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1584, s0.acc: 94.5901, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2277, s1.loss_cls: 0.0761, s1.acc: 94.6614, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1134, s2.loss_cls: 0.0373, s2.acc: 94.7000, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0532, loss: 1.0739 +2024-03-12 06:40:41,851 - mmdet - INFO - Epoch [21][5100/7330] lr: 4.612e-06, eta: 2 days, 1:41:12, time: 1.533, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1584, s0.acc: 94.5186, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2324, s1.loss_cls: 0.0764, s1.acc: 94.6564, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1124, s2.loss_cls: 0.0373, s2.acc: 94.5695, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0527, loss: 1.0850 +2024-03-12 06:42:01,396 - mmdet - INFO - Epoch [21][5150/7330] lr: 4.612e-06, eta: 2 days, 1:39:52, time: 1.591, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1561, s0.acc: 94.6450, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2289, s1.loss_cls: 0.0741, s1.acc: 94.7276, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1127, s2.loss_cls: 0.0371, s2.acc: 94.5666, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0530, loss: 1.0738 +2024-03-12 06:43:23,062 - mmdet - INFO - Epoch [21][5200/7330] lr: 4.612e-06, eta: 2 days, 1:38:34, time: 1.633, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1574, s0.acc: 94.5886, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2298, s1.loss_cls: 0.0740, s1.acc: 94.7488, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1133, s2.loss_cls: 0.0368, s2.acc: 94.5974, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0537, loss: 1.0781 +2024-03-12 06:44:45,871 - mmdet - INFO - Epoch [21][5250/7330] lr: 4.612e-06, eta: 2 days, 1:37:17, time: 1.656, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1585, s0.acc: 94.5515, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2272, s1.loss_cls: 0.0744, s1.acc: 94.7715, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1114, s2.loss_cls: 0.0369, s2.acc: 94.6221, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0529, loss: 1.0777 +2024-03-12 06:46:08,854 - mmdet - INFO - Epoch [21][5300/7330] lr: 4.612e-06, eta: 2 days, 1:35:59, time: 1.660, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1601, s0.acc: 94.4487, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2316, s1.loss_cls: 0.0757, s1.acc: 94.6081, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1139, s2.loss_cls: 0.0373, s2.acc: 94.5560, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0537, loss: 1.0981 +2024-03-12 06:47:30,561 - mmdet - INFO - Epoch [21][5350/7330] lr: 4.612e-06, eta: 2 days, 1:34:41, time: 1.634, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1614, s0.acc: 94.4458, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2285, s1.loss_cls: 0.0759, s1.acc: 94.6106, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1118, s2.loss_cls: 0.0374, s2.acc: 94.5382, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0526, loss: 1.0811 +2024-03-12 06:48:52,754 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-12 06:48:52,755 - mmdet - INFO - Epoch [21][5400/7330] lr: 4.612e-06, eta: 2 days, 1:33:23, time: 1.644, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1566, s0.acc: 94.5674, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2262, s1.loss_cls: 0.0732, s1.acc: 94.7852, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1109, s2.loss_cls: 0.0358, s2.acc: 94.7861, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0522, loss: 1.0700 +2024-03-12 06:50:09,217 - mmdet - INFO - Epoch [21][5450/7330] lr: 4.612e-06, eta: 2 days, 1:32:01, time: 1.529, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1520, s0.acc: 94.7703, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2310, s1.loss_cls: 0.0716, s1.acc: 94.9846, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1143, s2.loss_cls: 0.0361, s2.acc: 94.7882, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0539, loss: 1.0607 +2024-03-12 06:51:29,752 - mmdet - INFO - Epoch [21][5500/7330] lr: 4.612e-06, eta: 2 days, 1:30:42, time: 1.611, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1557, s0.acc: 94.6692, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2258, s1.loss_cls: 0.0736, s1.acc: 94.8284, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1101, s2.loss_cls: 0.0371, s2.acc: 94.6085, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0520, loss: 1.0648 +2024-03-12 06:52:46,958 - mmdet - INFO - Epoch [21][5550/7330] lr: 4.612e-06, eta: 2 days, 1:29:20, time: 1.544, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1547, s0.acc: 94.5759, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2287, s1.loss_cls: 0.0728, s1.acc: 94.7380, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1117, s2.loss_cls: 0.0364, s2.acc: 94.6014, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0526, loss: 1.0694 +2024-03-12 06:54:05,675 - mmdet - INFO - Epoch [21][5600/7330] lr: 4.612e-06, eta: 2 days, 1:28:00, time: 1.574, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1616, s0.acc: 94.3481, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2290, s1.loss_cls: 0.0755, s1.acc: 94.5312, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1135, s2.loss_cls: 0.0378, s2.acc: 94.4021, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0535, loss: 1.1065 +2024-03-12 06:55:28,604 - mmdet - INFO - Epoch [21][5650/7330] lr: 4.612e-06, eta: 2 days, 1:26:42, time: 1.659, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1515, s0.acc: 94.6162, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2271, s1.loss_cls: 0.0707, s1.acc: 94.8528, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1130, s2.loss_cls: 0.0358, s2.acc: 94.7702, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0532, loss: 1.0680 +2024-03-12 06:56:42,831 - mmdet - INFO - Epoch [21][5700/7330] lr: 4.612e-06, eta: 2 days, 1:25:19, time: 1.485, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1488, s0.acc: 94.7898, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2212, s1.loss_cls: 0.0709, s1.acc: 94.9267, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1090, s2.loss_cls: 0.0354, s2.acc: 94.7389, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0511, loss: 1.0447 +2024-03-12 06:58:02,620 - mmdet - INFO - Epoch [21][5750/7330] lr: 4.612e-06, eta: 2 days, 1:23:59, time: 1.596, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1533, s0.acc: 94.6536, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2281, s1.loss_cls: 0.0735, s1.acc: 94.7879, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1122, s2.loss_cls: 0.0369, s2.acc: 94.5765, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0531, loss: 1.0635 +2024-03-12 06:59:24,229 - mmdet - INFO - Epoch [21][5800/7330] lr: 4.612e-06, eta: 2 days, 1:22:41, time: 1.632, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1459, s0.acc: 94.9253, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2281, s1.loss_cls: 0.0690, s1.acc: 95.1553, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1118, s2.loss_cls: 0.0347, s2.acc: 94.8466, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0527, loss: 1.0479 +2024-03-12 07:00:48,372 - mmdet - INFO - Epoch [21][5850/7330] lr: 4.612e-06, eta: 2 days, 1:21:24, time: 1.683, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1466, s0.acc: 94.9448, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2189, s1.loss_cls: 0.0697, s1.acc: 95.0235, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1090, s2.loss_cls: 0.0349, s2.acc: 94.8771, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0515, loss: 1.0270 +2024-03-12 07:02:13,282 - mmdet - INFO - Epoch [21][5900/7330] lr: 4.612e-06, eta: 2 days, 1:20:08, time: 1.698, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1611, s0.acc: 94.4941, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2319, s1.loss_cls: 0.0761, s1.acc: 94.6356, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1143, s2.loss_cls: 0.0376, s2.acc: 94.5363, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0538, loss: 1.0940 +2024-03-12 07:03:34,399 - mmdet - INFO - Epoch [21][5950/7330] lr: 4.612e-06, eta: 2 days, 1:18:49, time: 1.622, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1542, s0.acc: 94.6704, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2311, s1.loss_cls: 0.0728, s1.acc: 94.8357, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1125, s2.loss_cls: 0.0359, s2.acc: 94.7167, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0527, loss: 1.0619 +2024-03-12 07:04:57,231 - mmdet - INFO - Epoch [21][6000/7330] lr: 4.612e-06, eta: 2 days, 1:17:32, time: 1.656, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1510, s0.acc: 94.7847, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2291, s1.loss_cls: 0.0722, s1.acc: 94.8779, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1124, s2.loss_cls: 0.0358, s2.acc: 94.7747, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0527, loss: 1.0512 +2024-03-12 07:06:19,177 - mmdet - INFO - Epoch [21][6050/7330] lr: 4.612e-06, eta: 2 days, 1:16:14, time: 1.639, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1538, s0.acc: 94.6340, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2312, s1.loss_cls: 0.0715, s1.acc: 94.8984, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1139, s2.loss_cls: 0.0352, s2.acc: 94.7504, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0533, loss: 1.0751 +2024-03-12 07:07:42,149 - mmdet - INFO - Epoch [21][6100/7330] lr: 4.612e-06, eta: 2 days, 1:14:56, time: 1.659, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1682, s0.acc: 94.2773, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2310, s1.loss_cls: 0.0791, s1.acc: 94.4088, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1129, s2.loss_cls: 0.0392, s2.acc: 94.2021, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0533, loss: 1.1086 +2024-03-12 07:09:03,672 - mmdet - INFO - Epoch [21][6150/7330] lr: 4.612e-06, eta: 2 days, 1:13:38, time: 1.631, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1530, s0.acc: 94.7559, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2291, s1.loss_cls: 0.0713, s1.acc: 94.9213, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1140, s2.loss_cls: 0.0358, s2.acc: 94.7476, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0537, loss: 1.0564 +2024-03-12 07:10:25,661 - mmdet - INFO - Epoch [21][6200/7330] lr: 4.612e-06, eta: 2 days, 1:12:20, time: 1.640, data_time: 0.202, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1497, s0.acc: 94.8167, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2237, s1.loss_cls: 0.0693, s1.acc: 95.1033, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1107, s2.loss_cls: 0.0347, s2.acc: 94.9625, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0524, loss: 1.0415 +2024-03-12 07:11:47,306 - mmdet - INFO - Epoch [21][6250/7330] lr: 4.612e-06, eta: 2 days, 1:11:02, time: 1.633, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1504, s0.acc: 94.7463, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2292, s1.loss_cls: 0.0721, s1.acc: 94.8136, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1127, s2.loss_cls: 0.0357, s2.acc: 94.6787, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0532, loss: 1.0670 +2024-03-12 07:13:08,654 - mmdet - INFO - Epoch [21][6300/7330] lr: 4.612e-06, eta: 2 days, 1:09:43, time: 1.627, data_time: 0.221, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1510, s0.acc: 94.8384, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2287, s1.loss_cls: 0.0703, s1.acc: 95.0751, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1119, s2.loss_cls: 0.0344, s2.acc: 95.0892, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0530, loss: 1.0474 +2024-03-12 07:14:27,961 - mmdet - INFO - Epoch [21][6350/7330] lr: 4.612e-06, eta: 2 days, 1:08:23, time: 1.586, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1540, s0.acc: 94.7739, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2246, s1.loss_cls: 0.0723, s1.acc: 94.9295, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1097, s2.loss_cls: 0.0361, s2.acc: 94.7770, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0518, loss: 1.0590 +2024-03-12 07:15:45,208 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-12 07:15:45,208 - mmdet - INFO - Epoch [21][6400/7330] lr: 4.612e-06, eta: 2 days, 1:07:01, time: 1.545, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1536, s0.acc: 94.5586, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2286, s1.loss_cls: 0.0719, s1.acc: 94.7503, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1131, s2.loss_cls: 0.0361, s2.acc: 94.6661, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0532, loss: 1.0700 +2024-03-12 07:17:04,323 - mmdet - INFO - Epoch [21][6450/7330] lr: 4.612e-06, eta: 2 days, 1:05:41, time: 1.582, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1502, s0.acc: 94.8901, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2277, s1.loss_cls: 0.0717, s1.acc: 95.0041, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1122, s2.loss_cls: 0.0352, s2.acc: 94.9322, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0530, loss: 1.0449 +2024-03-12 07:18:27,556 - mmdet - INFO - Epoch [21][6500/7330] lr: 4.612e-06, eta: 2 days, 1:04:24, time: 1.665, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1539, s0.acc: 94.6216, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2273, s1.loss_cls: 0.0723, s1.acc: 94.8406, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1110, s2.loss_cls: 0.0359, s2.acc: 94.6809, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0520, loss: 1.0676 +2024-03-12 07:19:46,539 - mmdet - INFO - Epoch [21][6550/7330] lr: 4.612e-06, eta: 2 days, 1:03:04, time: 1.580, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1504, s0.acc: 94.7156, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2265, s1.loss_cls: 0.0715, s1.acc: 94.8249, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1111, s2.loss_cls: 0.0357, s2.acc: 94.7432, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0520, loss: 1.0480 +2024-03-12 07:21:05,013 - mmdet - INFO - Epoch [21][6600/7330] lr: 4.612e-06, eta: 2 days, 1:01:43, time: 1.569, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1530, s0.acc: 94.5974, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2317, s1.loss_cls: 0.0738, s1.acc: 94.6918, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1142, s2.loss_cls: 0.0365, s2.acc: 94.6392, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0540, loss: 1.0875 +2024-03-12 07:22:28,116 - mmdet - INFO - Epoch [21][6650/7330] lr: 4.612e-06, eta: 2 days, 1:00:26, time: 1.662, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1594, s0.acc: 94.4983, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2305, s1.loss_cls: 0.0755, s1.acc: 94.6377, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1126, s2.loss_cls: 0.0376, s2.acc: 94.5080, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0530, loss: 1.0903 +2024-03-12 07:23:46,605 - mmdet - INFO - Epoch [21][6700/7330] lr: 4.612e-06, eta: 2 days, 0:59:05, time: 1.570, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1425, s0.acc: 95.0034, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2204, s1.loss_cls: 0.0686, s1.acc: 95.0173, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1096, s2.loss_cls: 0.0343, s2.acc: 94.8843, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0517, loss: 1.0118 +2024-03-12 07:25:05,159 - mmdet - INFO - Epoch [21][6750/7330] lr: 4.612e-06, eta: 2 days, 0:57:45, time: 1.571, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1549, s0.acc: 94.7129, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2203, s1.loss_cls: 0.0747, s1.acc: 94.8137, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1089, s2.loss_cls: 0.0376, s2.acc: 94.6570, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0513, loss: 1.0519 +2024-03-12 07:26:27,201 - mmdet - INFO - Epoch [21][6800/7330] lr: 4.612e-06, eta: 2 days, 0:56:26, time: 1.641, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1629, s0.acc: 94.4404, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2280, s1.loss_cls: 0.0765, s1.acc: 94.6022, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1133, s2.loss_cls: 0.0380, s2.acc: 94.4928, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0532, loss: 1.0953 +2024-03-12 07:27:50,708 - mmdet - INFO - Epoch [21][6850/7330] lr: 4.612e-06, eta: 2 days, 0:55:09, time: 1.670, data_time: 0.268, memory: 23149, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1545, s0.acc: 94.6899, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2264, s1.loss_cls: 0.0736, s1.acc: 94.7908, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1112, s2.loss_cls: 0.0365, s2.acc: 94.6711, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0526, loss: 1.0598 +2024-03-12 07:29:10,877 - mmdet - INFO - Epoch [21][6900/7330] lr: 4.612e-06, eta: 2 days, 0:53:50, time: 1.603, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1475, s0.acc: 94.7483, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2227, s1.loss_cls: 0.0708, s1.acc: 94.8321, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1103, s2.loss_cls: 0.0348, s2.acc: 94.9005, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0516, loss: 1.0344 +2024-03-12 07:30:28,844 - mmdet - INFO - Epoch [21][6950/7330] lr: 4.612e-06, eta: 2 days, 0:52:29, time: 1.560, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1521, s0.acc: 94.7949, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2262, s1.loss_cls: 0.0713, s1.acc: 94.9878, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1108, s2.loss_cls: 0.0353, s2.acc: 94.9210, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0520, loss: 1.0457 +2024-03-12 07:31:48,062 - mmdet - INFO - Epoch [21][7000/7330] lr: 4.612e-06, eta: 2 days, 0:51:09, time: 1.584, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1664, s0.acc: 94.2903, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2338, s1.loss_cls: 0.0791, s1.acc: 94.4215, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1147, s2.loss_cls: 0.0391, s2.acc: 94.3866, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0540, loss: 1.1122 +2024-03-12 07:33:06,077 - mmdet - INFO - Epoch [21][7050/7330] lr: 4.612e-06, eta: 2 days, 0:49:48, time: 1.560, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1504, s0.acc: 94.7620, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2278, s1.loss_cls: 0.0700, s1.acc: 95.0270, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1121, s2.loss_cls: 0.0349, s2.acc: 94.8833, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0531, loss: 1.0546 +2024-03-12 07:34:26,944 - mmdet - INFO - Epoch [21][7100/7330] lr: 4.612e-06, eta: 2 days, 0:48:29, time: 1.617, data_time: 0.204, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1622, s0.acc: 94.3936, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2281, s1.loss_cls: 0.0776, s1.acc: 94.5914, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1127, s2.loss_cls: 0.0387, s2.acc: 94.3724, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0533, loss: 1.0889 +2024-03-12 07:35:42,705 - mmdet - INFO - Epoch [21][7150/7330] lr: 4.612e-06, eta: 2 days, 0:47:06, time: 1.515, data_time: 0.112, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1473, s0.acc: 94.7893, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2347, s1.loss_cls: 0.0695, s1.acc: 95.0318, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1169, s2.loss_cls: 0.0349, s2.acc: 94.8018, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0552, loss: 1.0724 +2024-03-12 07:37:02,800 - mmdet - INFO - Epoch [21][7200/7330] lr: 4.612e-06, eta: 2 days, 0:45:47, time: 1.602, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1558, s0.acc: 94.6255, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2266, s1.loss_cls: 0.0730, s1.acc: 94.7975, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1109, s2.loss_cls: 0.0368, s2.acc: 94.6348, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0526, loss: 1.0705 +2024-03-12 07:38:24,036 - mmdet - INFO - Epoch [21][7250/7330] lr: 4.612e-06, eta: 2 days, 0:44:28, time: 1.625, data_time: 0.234, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1622, s0.acc: 94.3140, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2287, s1.loss_cls: 0.0768, s1.acc: 94.5286, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1117, s2.loss_cls: 0.0378, s2.acc: 94.5291, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0529, loss: 1.0953 +2024-03-12 07:39:46,524 - mmdet - INFO - Epoch [21][7300/7330] lr: 4.612e-06, eta: 2 days, 0:43:10, time: 1.650, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1571, s0.acc: 94.4998, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2285, s1.loss_cls: 0.0749, s1.acc: 94.5873, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1118, s2.loss_cls: 0.0374, s2.acc: 94.5118, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0524, loss: 1.0870 +2024-03-12 07:40:29,537 - mmdet - INFO - Saving checkpoint at 21 epochs +2024-03-12 07:47:33,061 - mmdet - INFO - Evaluating bbox... +2024-03-12 07:48:07,257 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.486 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.668 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.528 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.311 + 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 ] = 0.620 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.624 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.624 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.624 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.433 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.667 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.770 + +2024-03-12 07:48:07,257 - mmdet - INFO - Evaluating segm... +2024-03-12 07:48:46,307 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.423 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.647 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.457 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.227 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.461 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.597 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.549 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.549 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.549 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.360 + 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 ] = 0.700 + +2024-03-12 07:48:46,894 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-12 07:48:46,896 - mmdet - INFO - Epoch(val) [21][1250] bbox_mAP: 0.4860, bbox_mAP_50: 0.6680, bbox_mAP_75: 0.5280, bbox_mAP_s: 0.3110, bbox_mAP_m: 0.5320, bbox_mAP_l: 0.6200, bbox_mAP_copypaste: 0.486 0.668 0.528 0.311 0.532 0.620, segm_mAP: 0.4230, segm_mAP_50: 0.6470, segm_mAP_75: 0.4570, segm_mAP_s: 0.2270, segm_mAP_m: 0.4610, segm_mAP_l: 0.5970, segm_mAP_copypaste: 0.423 0.647 0.457 0.227 0.461 0.597 +2024-03-12 07:50:13,910 - mmdet - INFO - Epoch [22][50/7330] lr: 4.612e-06, eta: 2 days, 0:40:34, time: 1.737, data_time: 0.237, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1435, s0.acc: 94.9600, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2174, s1.loss_cls: 0.0678, s1.acc: 95.0873, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1087, s2.loss_cls: 0.0341, s2.acc: 94.9095, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0519, loss: 1.0276 +2024-03-12 07:51:33,912 - mmdet - INFO - Epoch [22][100/7330] lr: 4.612e-06, eta: 2 days, 0:39:14, time: 1.600, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1476, s0.acc: 94.7651, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2231, s1.loss_cls: 0.0705, s1.acc: 94.8508, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1099, s2.loss_cls: 0.0349, s2.acc: 94.7805, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0516, loss: 1.0367 +2024-03-12 07:52:49,637 - mmdet - INFO - Epoch [22][150/7330] lr: 4.612e-06, eta: 2 days, 0:37:52, time: 1.514, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1409, s0.acc: 95.1731, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2122, s1.loss_cls: 0.0660, s1.acc: 95.4428, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1047, s2.loss_cls: 0.0329, s2.acc: 95.2224, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0500, loss: 0.9827 +2024-03-12 07:54:06,686 - mmdet - INFO - Epoch [22][200/7330] lr: 4.612e-06, eta: 2 days, 0:36:30, time: 1.541, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1511, s0.acc: 94.6660, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2259, s1.loss_cls: 0.0710, s1.acc: 94.9254, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1112, s2.loss_cls: 0.0355, s2.acc: 94.8160, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0525, loss: 1.0561 +2024-03-12 07:55:28,551 - mmdet - INFO - Epoch [22][250/7330] lr: 4.612e-06, eta: 2 days, 0:35:12, time: 1.637, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1493, s0.acc: 94.8069, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2249, s1.loss_cls: 0.0704, s1.acc: 94.9617, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1109, s2.loss_cls: 0.0349, s2.acc: 94.8695, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0521, loss: 1.0482 +2024-03-12 07:56:48,271 - mmdet - INFO - Epoch [22][300/7330] lr: 4.612e-06, eta: 2 days, 0:33:52, time: 1.595, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1567, s0.acc: 94.6106, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2287, s1.loss_cls: 0.0738, s1.acc: 94.7816, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1124, s2.loss_cls: 0.0362, s2.acc: 94.7608, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0528, loss: 1.0724 +2024-03-12 07:58:10,354 - mmdet - INFO - Epoch [22][350/7330] lr: 4.612e-06, eta: 2 days, 0:32:34, time: 1.642, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1398, s0.acc: 94.9910, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2232, s1.loss_cls: 0.0668, s1.acc: 95.1444, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1095, s2.loss_cls: 0.0337, s2.acc: 94.9483, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0517, loss: 1.0153 +2024-03-12 07:59:32,756 - mmdet - INFO - Epoch [22][400/7330] lr: 4.612e-06, eta: 2 days, 0:31:16, time: 1.648, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1424, s0.acc: 94.9998, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2264, s1.loss_cls: 0.0669, s1.acc: 95.1460, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1113, s2.loss_cls: 0.0327, s2.acc: 95.1596, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0524, loss: 1.0303 +2024-03-12 08:00:49,476 - mmdet - INFO - Epoch [22][450/7330] lr: 4.612e-06, eta: 2 days, 0:29:54, time: 1.534, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1555, s0.acc: 94.5481, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2228, s1.loss_cls: 0.0729, s1.acc: 94.7444, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1102, s2.loss_cls: 0.0361, s2.acc: 94.6238, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0516, loss: 1.0739 +2024-03-12 08:02:10,887 - mmdet - INFO - Epoch [22][500/7330] lr: 4.612e-06, eta: 2 days, 0:28:36, time: 1.628, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1394, s0.acc: 95.0884, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2222, s1.loss_cls: 0.0659, s1.acc: 95.3172, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1098, s2.loss_cls: 0.0327, s2.acc: 95.1975, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0519, loss: 1.0151 +2024-03-12 08:03:32,425 - mmdet - INFO - Epoch [22][550/7330] lr: 4.612e-06, eta: 2 days, 0:27:17, time: 1.631, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1514, s0.acc: 94.6621, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2266, s1.loss_cls: 0.0718, s1.acc: 94.8768, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1123, s2.loss_cls: 0.0360, s2.acc: 94.7380, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0528, loss: 1.0668 +2024-03-12 08:04:47,807 - mmdet - INFO - Epoch [22][600/7330] lr: 4.612e-06, eta: 2 days, 0:25:55, time: 1.508, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1502, s0.acc: 94.8499, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2250, s1.loss_cls: 0.0707, s1.acc: 95.0478, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1110, s2.loss_cls: 0.0348, s2.acc: 94.9778, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0526, loss: 1.0338 +2024-03-12 08:06:09,249 - mmdet - INFO - Epoch [22][650/7330] lr: 4.612e-06, eta: 2 days, 0:24:36, time: 1.629, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1560, s0.acc: 94.5818, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2271, s1.loss_cls: 0.0748, s1.acc: 94.7581, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1126, s2.loss_cls: 0.0371, s2.acc: 94.5988, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0530, loss: 1.0725 +2024-03-12 08:07:29,490 - mmdet - INFO - Epoch [22][700/7330] lr: 4.612e-06, eta: 2 days, 0:23:17, time: 1.605, data_time: 0.213, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1476, s0.acc: 94.8867, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2232, s1.loss_cls: 0.0705, s1.acc: 95.0021, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1104, s2.loss_cls: 0.0354, s2.acc: 94.8148, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0515, loss: 1.0329 +2024-03-12 08:08:52,425 - mmdet - INFO - Epoch [22][750/7330] lr: 4.612e-06, eta: 2 days, 0:21:59, time: 1.659, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1570, s0.acc: 94.6667, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2262, s1.loss_cls: 0.0750, s1.acc: 94.7706, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1118, s2.loss_cls: 0.0370, s2.acc: 94.6660, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0525, loss: 1.0690 +2024-03-12 08:10:13,621 - mmdet - INFO - Epoch [22][800/7330] lr: 4.612e-06, eta: 2 days, 0:20:41, time: 1.623, data_time: 0.118, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1616, s0.acc: 94.4546, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2275, s1.loss_cls: 0.0757, s1.acc: 94.7320, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1122, s2.loss_cls: 0.0374, s2.acc: 94.6274, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0529, loss: 1.0907 +2024-03-12 08:11:31,166 - mmdet - INFO - Epoch [22][850/7330] lr: 4.612e-06, eta: 2 days, 0:19:19, time: 1.551, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1568, s0.acc: 94.6450, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2231, s1.loss_cls: 0.0745, s1.acc: 94.7622, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1114, s2.loss_cls: 0.0367, s2.acc: 94.7334, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0530, loss: 1.0674 +2024-03-12 08:12:49,280 - mmdet - INFO - Epoch [22][900/7330] lr: 4.612e-06, eta: 2 days, 0:17:59, time: 1.562, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1581, s0.acc: 94.4170, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2296, s1.loss_cls: 0.0740, s1.acc: 94.6536, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1134, s2.loss_cls: 0.0368, s2.acc: 94.6351, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0533, loss: 1.0937 +2024-03-12 08:14:10,814 - mmdet - INFO - Epoch [22][950/7330] lr: 4.612e-06, eta: 2 days, 0:16:40, time: 1.631, data_time: 0.214, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1496, s0.acc: 94.8479, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2185, s1.loss_cls: 0.0706, s1.acc: 94.9748, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1080, s2.loss_cls: 0.0349, s2.acc: 94.7727, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0509, loss: 1.0317 +2024-03-12 08:15:27,994 - mmdet - INFO - Epoch [22][1000/7330] lr: 4.612e-06, eta: 2 days, 0:15:19, time: 1.544, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1623, s0.acc: 94.3569, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2275, s1.loss_cls: 0.0781, s1.acc: 94.3813, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1122, s2.loss_cls: 0.0384, s2.acc: 94.3183, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0528, loss: 1.0937 +2024-03-12 08:16:51,199 - mmdet - INFO - Epoch [22][1050/7330] lr: 4.612e-06, eta: 2 days, 0:14:01, time: 1.664, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1545, s0.acc: 94.7034, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2257, s1.loss_cls: 0.0724, s1.acc: 94.9012, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1119, s2.loss_cls: 0.0365, s2.acc: 94.7016, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0530, loss: 1.0620 +2024-03-12 08:18:15,967 - mmdet - INFO - Epoch [22][1100/7330] lr: 4.612e-06, eta: 2 days, 0:12:45, time: 1.695, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1459, s0.acc: 94.9373, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2234, s1.loss_cls: 0.0690, s1.acc: 95.0916, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1096, s2.loss_cls: 0.0339, s2.acc: 95.0249, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0515, loss: 1.0288 +2024-03-12 08:19:36,495 - mmdet - INFO - Epoch [22][1150/7330] lr: 4.612e-06, eta: 2 days, 0:11:26, time: 1.611, data_time: 0.195, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1518, s0.acc: 94.6482, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2318, s1.loss_cls: 0.0712, s1.acc: 94.9257, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1145, s2.loss_cls: 0.0356, s2.acc: 94.7532, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0536, loss: 1.0759 +2024-03-12 08:20:59,529 - mmdet - INFO - Epoch [22][1200/7330] lr: 4.612e-06, eta: 2 days, 0:10:09, time: 1.661, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1608, s0.acc: 94.5215, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2326, s1.loss_cls: 0.0752, s1.acc: 94.6610, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1140, s2.loss_cls: 0.0375, s2.acc: 94.5105, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0534, loss: 1.0960 +2024-03-12 08:22:19,612 - mmdet - INFO - Epoch [22][1250/7330] lr: 4.612e-06, eta: 2 days, 0:08:49, time: 1.602, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1459, s0.acc: 94.9958, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2221, s1.loss_cls: 0.0676, s1.acc: 95.2691, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1102, s2.loss_cls: 0.0339, s2.acc: 95.1166, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0519, loss: 1.0262 +2024-03-12 08:23:38,726 - mmdet - INFO - Epoch [22][1300/7330] lr: 4.612e-06, eta: 2 days, 0:07:29, time: 1.582, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1480, s0.acc: 94.7034, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2207, s1.loss_cls: 0.0704, s1.acc: 94.8606, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1086, s2.loss_cls: 0.0353, s2.acc: 94.6485, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0511, loss: 1.0366 +2024-03-12 08:25:00,180 - mmdet - INFO - Epoch [22][1350/7330] lr: 4.612e-06, eta: 2 days, 0:06:10, time: 1.629, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1433, s0.acc: 94.9353, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2205, s1.loss_cls: 0.0674, s1.acc: 95.1526, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1087, s2.loss_cls: 0.0335, s2.acc: 95.0067, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0514, loss: 1.0240 +2024-03-12 08:26:19,349 - mmdet - INFO - Epoch [22][1400/7330] lr: 4.612e-06, eta: 2 days, 0:04:50, time: 1.583, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1454, s0.acc: 94.8218, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2227, s1.loss_cls: 0.0703, s1.acc: 94.8939, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1100, s2.loss_cls: 0.0353, s2.acc: 94.6427, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0519, loss: 1.0413 +2024-03-12 08:27:36,656 - mmdet - INFO - Epoch [22][1450/7330] lr: 4.612e-06, eta: 2 days, 0:03:29, time: 1.546, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1505, s0.acc: 94.7178, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2223, s1.loss_cls: 0.0701, s1.acc: 94.9084, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1099, s2.loss_cls: 0.0347, s2.acc: 94.7800, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0519, loss: 1.0460 +2024-03-12 08:28:57,071 - mmdet - INFO - Epoch [22][1500/7330] lr: 4.612e-06, eta: 2 days, 0:02:10, time: 1.608, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1559, s0.acc: 94.5923, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2250, s1.loss_cls: 0.0735, s1.acc: 94.7054, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1116, s2.loss_cls: 0.0366, s2.acc: 94.6052, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0521, loss: 1.0633 +2024-03-12 08:30:17,686 - mmdet - INFO - Epoch [22][1550/7330] lr: 4.612e-06, eta: 2 days, 0:00:50, time: 1.612, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1562, s0.acc: 94.6064, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2218, s1.loss_cls: 0.0731, s1.acc: 94.8535, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1095, s2.loss_cls: 0.0367, s2.acc: 94.5985, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0514, loss: 1.0662 +2024-03-12 08:31:36,150 - mmdet - INFO - Epoch [22][1600/7330] lr: 4.612e-06, eta: 1 day, 23:59:30, time: 1.569, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1431, s0.acc: 94.9897, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2201, s1.loss_cls: 0.0675, s1.acc: 95.2331, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1085, s2.loss_cls: 0.0330, s2.acc: 95.2077, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0512, loss: 1.0260 +2024-03-12 08:32:58,619 - mmdet - INFO - Epoch [22][1650/7330] lr: 4.612e-06, eta: 1 day, 23:58:12, time: 1.649, data_time: 0.198, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1517, s0.acc: 94.7324, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2253, s1.loss_cls: 0.0719, s1.acc: 94.8347, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1119, s2.loss_cls: 0.0359, s2.acc: 94.7104, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0521, loss: 1.0670 +2024-03-12 08:34:20,399 - mmdet - INFO - Epoch [22][1700/7330] lr: 4.612e-06, eta: 1 day, 23:56:54, time: 1.636, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1484, s0.acc: 94.7773, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2245, s1.loss_cls: 0.0698, s1.acc: 94.9754, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1109, s2.loss_cls: 0.0350, s2.acc: 94.8321, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0519, loss: 1.0520 +2024-03-12 08:35:36,855 - mmdet - INFO - Epoch [22][1750/7330] lr: 4.612e-06, eta: 1 day, 23:55:32, time: 1.529, data_time: 0.116, memory: 23149, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1390, s0.acc: 95.2151, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2197, s1.loss_cls: 0.0654, s1.acc: 95.3642, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1089, s2.loss_cls: 0.0329, s2.acc: 95.1876, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0517, loss: 0.9952 +2024-03-12 08:36:57,199 - mmdet - INFO - Epoch [22][1800/7330] lr: 4.612e-06, eta: 1 day, 23:54:12, time: 1.607, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1379, s0.acc: 95.2480, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2243, s1.loss_cls: 0.0649, s1.acc: 95.3930, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1107, s2.loss_cls: 0.0328, s2.acc: 95.2014, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0521, loss: 1.0056 +2024-03-12 08:38:15,331 - mmdet - INFO - Epoch [22][1850/7330] lr: 4.612e-06, eta: 1 day, 23:52:52, time: 1.563, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1519, s0.acc: 94.6741, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2244, s1.loss_cls: 0.0727, s1.acc: 94.7586, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1116, s2.loss_cls: 0.0363, s2.acc: 94.6564, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0524, loss: 1.0543 +2024-03-12 08:39:37,131 - mmdet - INFO - Epoch [22][1900/7330] lr: 4.612e-06, eta: 1 day, 23:51:33, time: 1.636, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1631, s0.acc: 94.3970, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2302, s1.loss_cls: 0.0775, s1.acc: 94.5583, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1136, s2.loss_cls: 0.0384, s2.acc: 94.3854, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0539, loss: 1.1030 +2024-03-12 08:40:57,922 - mmdet - INFO - Epoch [22][1950/7330] lr: 4.612e-06, eta: 1 day, 23:50:14, time: 1.616, data_time: 0.236, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1544, s0.acc: 94.6729, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2270, s1.loss_cls: 0.0734, s1.acc: 94.7833, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1122, s2.loss_cls: 0.0370, s2.acc: 94.5323, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0523, loss: 1.0736 +2024-03-12 08:42:18,448 - mmdet - INFO - Epoch [22][2000/7330] lr: 4.612e-06, eta: 1 day, 23:48:55, time: 1.611, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1459, s0.acc: 94.8936, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2315, s1.loss_cls: 0.0697, s1.acc: 95.0019, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1124, s2.loss_cls: 0.0348, s2.acc: 94.8903, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0527, loss: 1.0439 +2024-03-12 08:43:35,734 - mmdet - INFO - Epoch [22][2050/7330] lr: 4.612e-06, eta: 1 day, 23:47:34, time: 1.546, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1421, s0.acc: 95.1321, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2290, s1.loss_cls: 0.0670, s1.acc: 95.2389, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1129, s2.loss_cls: 0.0328, s2.acc: 95.1553, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0531, loss: 1.0261 +2024-03-12 08:44:57,253 - mmdet - INFO - Epoch [22][2100/7330] lr: 4.612e-06, eta: 1 day, 23:46:15, time: 1.630, data_time: 0.235, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1643, s0.acc: 94.2026, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2336, s1.loss_cls: 0.0781, s1.acc: 94.3124, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1154, s2.loss_cls: 0.0387, s2.acc: 94.2588, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0541, loss: 1.1142 +2024-03-12 08:46:15,567 - mmdet - INFO - Epoch [22][2150/7330] lr: 4.612e-06, eta: 1 day, 23:44:55, time: 1.566, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1539, s0.acc: 94.6279, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2229, s1.loss_cls: 0.0724, s1.acc: 94.7498, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1109, s2.loss_cls: 0.0362, s2.acc: 94.6244, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0524, loss: 1.0552 +2024-03-12 08:47:36,023 - mmdet - INFO - Epoch [22][2200/7330] lr: 4.612e-06, eta: 1 day, 23:43:35, time: 1.609, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1518, s0.acc: 94.6548, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2254, s1.loss_cls: 0.0712, s1.acc: 94.8302, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1116, s2.loss_cls: 0.0358, s2.acc: 94.7445, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0529, loss: 1.0635 +2024-03-12 08:48:54,944 - mmdet - INFO - Epoch [22][2250/7330] lr: 4.612e-06, eta: 1 day, 23:42:15, time: 1.578, data_time: 0.224, memory: 23149, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1547, s0.acc: 94.5818, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2245, s1.loss_cls: 0.0742, s1.acc: 94.7054, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1123, s2.loss_cls: 0.0370, s2.acc: 94.5231, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0532, loss: 1.0656 +2024-03-12 08:50:15,667 - mmdet - INFO - Epoch [22][2300/7330] lr: 4.612e-06, eta: 1 day, 23:40:56, time: 1.614, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1555, s0.acc: 94.5793, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2251, s1.loss_cls: 0.0748, s1.acc: 94.6167, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1107, s2.loss_cls: 0.0375, s2.acc: 94.4039, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0524, loss: 1.0809 +2024-03-12 08:51:37,513 - mmdet - INFO - Epoch [22][2350/7330] lr: 4.612e-06, eta: 1 day, 23:39:38, time: 1.637, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1514, s0.acc: 94.5969, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2313, s1.loss_cls: 0.0724, s1.acc: 94.7733, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1132, s2.loss_cls: 0.0362, s2.acc: 94.6533, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0530, loss: 1.0711 +2024-03-12 08:52:55,005 - mmdet - INFO - Epoch [22][2400/7330] lr: 4.612e-06, eta: 1 day, 23:38:16, time: 1.550, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1527, s0.acc: 94.7380, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2274, s1.loss_cls: 0.0700, s1.acc: 95.0545, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1113, s2.loss_cls: 0.0346, s2.acc: 94.9659, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0524, loss: 1.0551 +2024-03-12 08:54:21,073 - mmdet - INFO - Epoch [22][2450/7330] lr: 4.612e-06, eta: 1 day, 23:37:01, time: 1.721, data_time: 0.207, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1613, s0.acc: 94.3240, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2296, s1.loss_cls: 0.0767, s1.acc: 94.4655, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1129, s2.loss_cls: 0.0376, s2.acc: 94.3840, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0533, loss: 1.1082 +2024-03-12 08:55:39,301 - mmdet - INFO - Epoch [22][2500/7330] lr: 4.612e-06, eta: 1 day, 23:35:40, time: 1.565, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1541, s0.acc: 94.6543, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2284, s1.loss_cls: 0.0731, s1.acc: 94.8437, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1119, s2.loss_cls: 0.0361, s2.acc: 94.8163, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0528, loss: 1.0718 +2024-03-12 08:57:00,702 - mmdet - INFO - Epoch [22][2550/7330] lr: 4.612e-06, eta: 1 day, 23:34:22, time: 1.628, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1511, s0.acc: 94.7332, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2231, s1.loss_cls: 0.0707, s1.acc: 94.9525, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1102, s2.loss_cls: 0.0350, s2.acc: 94.8302, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0521, loss: 1.0620 +2024-03-12 08:58:22,672 - mmdet - INFO - Epoch [22][2600/7330] lr: 4.612e-06, eta: 1 day, 23:33:03, time: 1.639, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1444, s0.acc: 94.9451, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2263, s1.loss_cls: 0.0668, s1.acc: 95.2160, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1115, s2.loss_cls: 0.0328, s2.acc: 95.1518, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0525, loss: 1.0448 +2024-03-12 08:59:43,334 - mmdet - INFO - Epoch [22][2650/7330] lr: 4.612e-06, eta: 1 day, 23:31:44, time: 1.613, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1433, s0.acc: 94.9456, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2161, s1.loss_cls: 0.0673, s1.acc: 95.1711, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1074, s2.loss_cls: 0.0340, s2.acc: 94.9211, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0509, loss: 1.0172 +2024-03-12 09:01:02,677 - mmdet - INFO - Epoch [22][2700/7330] lr: 4.612e-06, eta: 1 day, 23:30:24, time: 1.587, data_time: 0.227, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1438, s0.acc: 94.9797, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2229, s1.loss_cls: 0.0687, s1.acc: 95.0537, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1105, s2.loss_cls: 0.0338, s2.acc: 95.0270, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0521, loss: 1.0319 +2024-03-12 09:02:19,612 - mmdet - INFO - Epoch [22][2750/7330] lr: 4.612e-06, eta: 1 day, 23:29:03, time: 1.539, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1430, s0.acc: 94.9487, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2196, s1.loss_cls: 0.0679, s1.acc: 95.1000, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1078, s2.loss_cls: 0.0343, s2.acc: 94.8546, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0509, loss: 1.0186 +2024-03-12 09:03:41,069 - mmdet - INFO - Epoch [22][2800/7330] lr: 4.612e-06, eta: 1 day, 23:27:44, time: 1.629, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1439, s0.acc: 94.9153, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2219, s1.loss_cls: 0.0684, s1.acc: 95.1175, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1094, s2.loss_cls: 0.0334, s2.acc: 95.0071, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0514, loss: 1.0192 +2024-03-12 09:05:00,602 - mmdet - INFO - Epoch [22][2850/7330] lr: 4.612e-06, eta: 1 day, 23:26:24, time: 1.591, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1460, s0.acc: 94.9167, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2226, s1.loss_cls: 0.0686, s1.acc: 95.1100, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1100, s2.loss_cls: 0.0343, s2.acc: 94.9773, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0523, loss: 1.0226 +2024-03-12 09:06:18,137 - mmdet - INFO - Epoch [22][2900/7330] lr: 4.612e-06, eta: 1 day, 23:25:03, time: 1.551, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1462, s0.acc: 94.8584, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2300, s1.loss_cls: 0.0685, s1.acc: 95.0385, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1136, s2.loss_cls: 0.0342, s2.acc: 94.9698, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0536, loss: 1.0515 +2024-03-12 09:07:37,642 - mmdet - INFO - Epoch [22][2950/7330] lr: 4.612e-06, eta: 1 day, 23:23:43, time: 1.590, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1498, s0.acc: 94.8088, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2237, s1.loss_cls: 0.0698, s1.acc: 95.0974, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1106, s2.loss_cls: 0.0348, s2.acc: 94.9742, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0522, loss: 1.0377 +2024-03-12 09:08:59,120 - mmdet - INFO - Epoch [22][3000/7330] lr: 4.612e-06, eta: 1 day, 23:22:25, time: 1.629, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1500, s0.acc: 94.8738, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2273, s1.loss_cls: 0.0709, s1.acc: 94.9633, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1110, s2.loss_cls: 0.0353, s2.acc: 94.8241, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0521, loss: 1.0506 +2024-03-12 09:10:16,824 - mmdet - INFO - Epoch [22][3050/7330] lr: 4.612e-06, eta: 1 day, 23:21:04, time: 1.554, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1431, s0.acc: 95.0051, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2227, s1.loss_cls: 0.0688, s1.acc: 95.1156, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1094, s2.loss_cls: 0.0339, s2.acc: 94.9781, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0511, loss: 1.0247 +2024-03-12 09:11:40,552 - mmdet - INFO - Epoch [22][3100/7330] lr: 4.612e-06, eta: 1 day, 23:19:47, time: 1.675, data_time: 0.220, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1610, s0.acc: 94.3699, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2333, s1.loss_cls: 0.0752, s1.acc: 94.4528, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1153, s2.loss_cls: 0.0376, s2.acc: 94.3241, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0543, loss: 1.1062 +2024-03-12 09:12:58,989 - mmdet - INFO - Epoch [22][3150/7330] lr: 4.612e-06, eta: 1 day, 23:18:26, time: 1.569, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1491, s0.acc: 94.7356, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2226, s1.loss_cls: 0.0716, s1.acc: 94.8852, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1102, s2.loss_cls: 0.0359, s2.acc: 94.6660, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0522, loss: 1.0498 +2024-03-12 09:14:16,105 - mmdet - INFO - Epoch [22][3200/7330] lr: 4.612e-06, eta: 1 day, 23:17:04, time: 1.542, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1598, s0.acc: 94.5183, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2257, s1.loss_cls: 0.0756, s1.acc: 94.7505, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1104, s2.loss_cls: 0.0373, s2.acc: 94.5010, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0523, loss: 1.0713 +2024-03-12 09:15:38,817 - mmdet - INFO - Epoch [22][3250/7330] lr: 4.612e-06, eta: 1 day, 23:15:47, time: 1.654, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1425, s0.acc: 94.9763, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2224, s1.loss_cls: 0.0672, s1.acc: 95.1440, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1100, s2.loss_cls: 0.0336, s2.acc: 95.0366, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0523, loss: 1.0292 +2024-03-12 09:17:00,831 - mmdet - INFO - Epoch [22][3300/7330] lr: 4.612e-06, eta: 1 day, 23:14:29, time: 1.640, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1520, s0.acc: 94.7441, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2268, s1.loss_cls: 0.0723, s1.acc: 94.9126, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1121, s2.loss_cls: 0.0358, s2.acc: 94.8137, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0526, loss: 1.0607 +2024-03-12 09:18:21,836 - mmdet - INFO - Epoch [22][3350/7330] lr: 4.612e-06, eta: 1 day, 23:13:10, time: 1.620, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1472, s0.acc: 94.8174, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2268, s1.loss_cls: 0.0695, s1.acc: 95.0006, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1109, s2.loss_cls: 0.0344, s2.acc: 94.9112, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0524, loss: 1.0447 +2024-03-12 09:19:41,119 - mmdet - INFO - Epoch [22][3400/7330] lr: 4.612e-06, eta: 1 day, 23:11:50, time: 1.586, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1500, s0.acc: 94.7402, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2271, s1.loss_cls: 0.0713, s1.acc: 94.8574, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1134, s2.loss_cls: 0.0356, s2.acc: 94.7521, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0532, loss: 1.0665 +2024-03-12 09:20:55,222 - mmdet - INFO - Epoch [22][3450/7330] lr: 4.612e-06, eta: 1 day, 23:10:26, time: 1.482, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1504, s0.acc: 94.7871, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2238, s1.loss_cls: 0.0702, s1.acc: 94.9827, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1110, s2.loss_cls: 0.0351, s2.acc: 94.8087, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0526, loss: 1.0486 +2024-03-12 09:22:13,511 - mmdet - INFO - Epoch [22][3500/7330] lr: 4.612e-06, eta: 1 day, 23:09:05, time: 1.566, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1516, s0.acc: 94.7686, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2254, s1.loss_cls: 0.0708, s1.acc: 95.0049, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1101, s2.loss_cls: 0.0352, s2.acc: 94.8521, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0517, loss: 1.0560 +2024-03-12 09:23:34,689 - mmdet - INFO - Epoch [22][3550/7330] lr: 4.612e-06, eta: 1 day, 23:07:47, time: 1.624, data_time: 0.195, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1495, s0.acc: 94.7920, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2273, s1.loss_cls: 0.0713, s1.acc: 94.9152, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1118, s2.loss_cls: 0.0360, s2.acc: 94.7393, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0526, loss: 1.0491 +2024-03-12 09:24:55,177 - mmdet - INFO - Epoch [22][3600/7330] lr: 4.612e-06, eta: 1 day, 23:06:27, time: 1.610, data_time: 0.117, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1501, s0.acc: 94.7280, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2302, s1.loss_cls: 0.0710, s1.acc: 94.9013, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1118, s2.loss_cls: 0.0357, s2.acc: 94.6867, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0525, loss: 1.0582 +2024-03-12 09:26:13,288 - mmdet - INFO - Epoch [22][3650/7330] lr: 4.612e-06, eta: 1 day, 23:05:07, time: 1.562, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1410, s0.acc: 95.0674, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2256, s1.loss_cls: 0.0669, s1.acc: 95.1460, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1107, s2.loss_cls: 0.0332, s2.acc: 95.0990, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0523, loss: 1.0179 +2024-03-12 09:27:31,195 - mmdet - INFO - Epoch [22][3700/7330] lr: 4.612e-06, eta: 1 day, 23:03:46, time: 1.558, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1454, s0.acc: 94.9417, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2190, s1.loss_cls: 0.0683, s1.acc: 95.1324, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1085, s2.loss_cls: 0.0343, s2.acc: 94.8471, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0514, loss: 1.0260 +2024-03-12 09:28:49,977 - mmdet - INFO - Epoch [22][3750/7330] lr: 4.612e-06, eta: 1 day, 23:02:25, time: 1.576, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1470, s0.acc: 94.9368, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2252, s1.loss_cls: 0.0695, s1.acc: 95.1080, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1116, s2.loss_cls: 0.0348, s2.acc: 95.0583, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0528, loss: 1.0420 +2024-03-12 09:30:10,256 - mmdet - INFO - Epoch [22][3800/7330] lr: 4.612e-06, eta: 1 day, 23:01:06, time: 1.606, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1453, s0.acc: 95.0281, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2229, s1.loss_cls: 0.0687, s1.acc: 95.1862, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1107, s2.loss_cls: 0.0339, s2.acc: 95.0938, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0519, loss: 1.0278 +2024-03-12 09:31:32,996 - mmdet - INFO - Epoch [22][3850/7330] lr: 4.612e-06, eta: 1 day, 22:59:48, time: 1.655, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1594, s0.acc: 94.5505, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2233, s1.loss_cls: 0.0758, s1.acc: 94.6825, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1099, s2.loss_cls: 0.0379, s2.acc: 94.6888, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0518, loss: 1.0677 +2024-03-12 09:32:54,461 - mmdet - INFO - Epoch [22][3900/7330] lr: 4.612e-06, eta: 1 day, 22:58:30, time: 1.629, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1565, s0.acc: 94.7109, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2259, s1.loss_cls: 0.0748, s1.acc: 94.9002, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1116, s2.loss_cls: 0.0371, s2.acc: 94.7503, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0525, loss: 1.0647 +2024-03-12 09:34:13,799 - mmdet - INFO - Epoch [22][3950/7330] lr: 4.612e-06, eta: 1 day, 22:57:10, time: 1.587, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1558, s0.acc: 94.6182, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2223, s1.loss_cls: 0.0739, s1.acc: 94.7652, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1095, s2.loss_cls: 0.0362, s2.acc: 94.6710, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0518, loss: 1.0560 +2024-03-12 09:35:32,843 - mmdet - INFO - Epoch [22][4000/7330] lr: 4.612e-06, eta: 1 day, 22:55:49, time: 1.581, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1450, s0.acc: 94.9526, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2247, s1.loss_cls: 0.0670, s1.acc: 95.2240, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1102, s2.loss_cls: 0.0337, s2.acc: 95.0257, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0520, loss: 1.0347 +2024-03-12 09:36:54,247 - mmdet - INFO - Epoch [22][4050/7330] lr: 4.612e-06, eta: 1 day, 22:54:31, time: 1.628, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1520, s0.acc: 94.7405, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2285, s1.loss_cls: 0.0720, s1.acc: 94.8657, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1134, s2.loss_cls: 0.0357, s2.acc: 94.6940, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0534, loss: 1.0774 +2024-03-12 09:38:15,038 - mmdet - INFO - Epoch [22][4100/7330] lr: 4.612e-06, eta: 1 day, 22:53:12, time: 1.616, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1458, s0.acc: 94.8594, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2267, s1.loss_cls: 0.0687, s1.acc: 95.0113, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1116, s2.loss_cls: 0.0343, s2.acc: 94.9303, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0527, loss: 1.0445 +2024-03-12 09:39:31,679 - mmdet - INFO - Epoch [22][4150/7330] lr: 4.612e-06, eta: 1 day, 22:51:50, time: 1.533, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1574, s0.acc: 94.5884, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2249, s1.loss_cls: 0.0747, s1.acc: 94.6687, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1110, s2.loss_cls: 0.0368, s2.acc: 94.7366, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0519, loss: 1.0715 +2024-03-12 09:40:54,043 - mmdet - INFO - Epoch [22][4200/7330] lr: 4.612e-06, eta: 1 day, 22:50:32, time: 1.647, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1484, s0.acc: 94.8213, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2238, s1.loss_cls: 0.0704, s1.acc: 94.9255, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1114, s2.loss_cls: 0.0355, s2.acc: 94.7782, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0523, loss: 1.0383 +2024-03-12 09:42:13,124 - mmdet - INFO - Epoch [22][4250/7330] lr: 4.612e-06, eta: 1 day, 22:49:12, time: 1.582, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1412, s0.acc: 95.1313, s0.loss_bbox: 0.2011, s0.loss_mask: 0.2268, s1.loss_cls: 0.0663, s1.acc: 95.3196, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1114, s2.loss_cls: 0.0326, s2.acc: 95.1638, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0525, loss: 1.0102 +2024-03-12 09:43:36,750 - mmdet - INFO - Epoch [22][4300/7330] lr: 4.612e-06, eta: 1 day, 22:47:55, time: 1.672, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1567, s0.acc: 94.5825, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2293, s1.loss_cls: 0.0743, s1.acc: 94.7156, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1125, s2.loss_cls: 0.0366, s2.acc: 94.6539, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0536, loss: 1.0754 +2024-03-12 09:44:55,991 - mmdet - INFO - Epoch [22][4350/7330] lr: 4.612e-06, eta: 1 day, 22:46:35, time: 1.585, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1499, s0.acc: 94.8540, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2282, s1.loss_cls: 0.0704, s1.acc: 95.0237, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1120, s2.loss_cls: 0.0347, s2.acc: 94.9315, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0525, loss: 1.0507 +2024-03-12 09:46:12,845 - mmdet - INFO - Epoch [22][4400/7330] lr: 4.612e-06, eta: 1 day, 22:45:13, time: 1.537, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1496, s0.acc: 94.8154, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2236, s1.loss_cls: 0.0709, s1.acc: 94.9583, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1108, s2.loss_cls: 0.0350, s2.acc: 94.8583, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0521, loss: 1.0472 +2024-03-12 09:47:33,173 - mmdet - INFO - Epoch [22][4450/7330] lr: 4.612e-06, eta: 1 day, 22:43:54, time: 1.607, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1568, s0.acc: 94.6177, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2296, s1.loss_cls: 0.0733, s1.acc: 94.8263, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1125, s2.loss_cls: 0.0362, s2.acc: 94.7104, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0531, loss: 1.0743 +2024-03-12 09:48:51,947 - mmdet - INFO - Epoch [22][4500/7330] lr: 4.612e-06, eta: 1 day, 22:42:33, time: 1.575, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1486, s0.acc: 94.7776, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2223, s1.loss_cls: 0.0708, s1.acc: 94.8893, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1106, s2.loss_cls: 0.0355, s2.acc: 94.7676, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0516, loss: 1.0431 +2024-03-12 09:50:11,934 - mmdet - INFO - Epoch [22][4550/7330] lr: 4.612e-06, eta: 1 day, 22:41:14, time: 1.600, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1565, s0.acc: 94.6758, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2338, s1.loss_cls: 0.0738, s1.acc: 94.8327, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1145, s2.loss_cls: 0.0367, s2.acc: 94.6781, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0537, loss: 1.0795 +2024-03-12 09:51:27,600 - mmdet - INFO - Epoch [22][4600/7330] lr: 4.612e-06, eta: 1 day, 22:39:51, time: 1.513, data_time: 0.112, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1641, s0.acc: 94.4180, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2278, s1.loss_cls: 0.0778, s1.acc: 94.5749, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1109, s2.loss_cls: 0.0383, s2.acc: 94.5530, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0519, loss: 1.0909 +2024-03-12 09:52:46,563 - mmdet - INFO - Epoch [22][4650/7330] lr: 4.612e-06, eta: 1 day, 22:38:31, time: 1.580, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1520, s0.acc: 94.6572, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2260, s1.loss_cls: 0.0726, s1.acc: 94.7916, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1116, s2.loss_cls: 0.0364, s2.acc: 94.6522, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0521, loss: 1.0464 +2024-03-12 09:54:03,675 - mmdet - INFO - Epoch [22][4700/7330] lr: 4.612e-06, eta: 1 day, 22:37:10, time: 1.542, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1513, s0.acc: 94.7671, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2272, s1.loss_cls: 0.0705, s1.acc: 95.0085, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1118, s2.loss_cls: 0.0352, s2.acc: 94.8645, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0526, loss: 1.0491 +2024-03-12 09:55:22,387 - mmdet - INFO - Epoch [22][4750/7330] lr: 4.612e-06, eta: 1 day, 22:35:49, time: 1.574, data_time: 0.099, memory: 23149, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1454, s0.acc: 94.9482, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2207, s1.loss_cls: 0.0664, s1.acc: 95.2956, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1094, s2.loss_cls: 0.0329, s2.acc: 95.1834, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0519, loss: 1.0155 +2024-03-12 09:56:42,146 - mmdet - INFO - Epoch [22][4800/7330] lr: 4.612e-06, eta: 1 day, 22:34:29, time: 1.595, data_time: 0.119, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1487, s0.acc: 94.7727, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2321, s1.loss_cls: 0.0704, s1.acc: 94.9255, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1140, s2.loss_cls: 0.0351, s2.acc: 94.7946, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0533, loss: 1.0590 +2024-03-12 09:57:59,014 - mmdet - INFO - Epoch [22][4850/7330] lr: 4.612e-06, eta: 1 day, 22:33:08, time: 1.538, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1552, s0.acc: 94.5991, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2339, s1.loss_cls: 0.0735, s1.acc: 94.7417, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1146, s2.loss_cls: 0.0359, s2.acc: 94.7713, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0540, loss: 1.0850 +2024-03-12 09:59:21,724 - mmdet - INFO - Epoch [22][4900/7330] lr: 4.612e-06, eta: 1 day, 22:31:50, time: 1.654, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1509, s0.acc: 94.7529, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2257, s1.loss_cls: 0.0714, s1.acc: 94.9508, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1116, s2.loss_cls: 0.0353, s2.acc: 94.8215, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0528, loss: 1.0584 +2024-03-12 10:00:43,206 - mmdet - INFO - Epoch [22][4950/7330] lr: 4.612e-06, eta: 1 day, 22:30:32, time: 1.630, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1605, s0.acc: 94.7373, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2283, s1.loss_cls: 0.0763, s1.acc: 94.8321, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1127, s2.loss_cls: 0.0378, s2.acc: 94.6698, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0529, loss: 1.0750 +2024-03-12 10:02:03,384 - mmdet - INFO - Epoch [22][5000/7330] lr: 4.612e-06, eta: 1 day, 22:29:12, time: 1.604, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1628, s0.acc: 94.3530, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2278, s1.loss_cls: 0.0766, s1.acc: 94.5203, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1113, s2.loss_cls: 0.0382, s2.acc: 94.4422, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0522, loss: 1.0818 +2024-03-12 10:03:24,519 - mmdet - INFO - Epoch [22][5050/7330] lr: 4.612e-06, eta: 1 day, 22:27:53, time: 1.623, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1514, s0.acc: 94.7605, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2269, s1.loss_cls: 0.0707, s1.acc: 95.0088, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1127, s2.loss_cls: 0.0355, s2.acc: 94.8940, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0535, loss: 1.0522 +2024-03-12 10:04:40,746 - mmdet - INFO - Epoch [22][5100/7330] lr: 4.612e-06, eta: 1 day, 22:26:31, time: 1.525, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1506, s0.acc: 94.7827, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2235, s1.loss_cls: 0.0709, s1.acc: 94.8769, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1099, s2.loss_cls: 0.0354, s2.acc: 94.7776, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0517, loss: 1.0394 +2024-03-12 10:05:53,919 - mmdet - INFO - Epoch [22][5150/7330] lr: 4.612e-06, eta: 1 day, 22:25:07, time: 1.463, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1492, s0.acc: 94.9734, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2268, s1.loss_cls: 0.0705, s1.acc: 95.1949, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1122, s2.loss_cls: 0.0351, s2.acc: 94.9369, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0532, loss: 1.0380 +2024-03-12 10:07:12,638 - mmdet - INFO - Epoch [22][5200/7330] lr: 4.612e-06, eta: 1 day, 22:23:47, time: 1.574, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1648, s0.acc: 94.4250, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2331, s1.loss_cls: 0.0788, s1.acc: 94.4892, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1154, s2.loss_cls: 0.0391, s2.acc: 94.4316, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0546, loss: 1.1019 +2024-03-12 10:08:34,815 - mmdet - INFO - Epoch [22][5250/7330] lr: 4.612e-06, eta: 1 day, 22:22:29, time: 1.644, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1582, s0.acc: 94.6826, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2251, s1.loss_cls: 0.0739, s1.acc: 94.9226, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1120, s2.loss_cls: 0.0363, s2.acc: 94.7786, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0531, loss: 1.0668 +2024-03-12 10:09:50,105 - mmdet - INFO - Epoch [22][5300/7330] lr: 4.612e-06, eta: 1 day, 22:21:06, time: 1.506, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1534, s0.acc: 94.6411, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2304, s1.loss_cls: 0.0724, s1.acc: 94.8456, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1121, s2.loss_cls: 0.0352, s2.acc: 94.8597, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0529, loss: 1.0569 +2024-03-12 10:11:11,770 - mmdet - INFO - Epoch [22][5350/7330] lr: 4.612e-06, eta: 1 day, 22:19:48, time: 1.633, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1466, s0.acc: 94.8464, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2270, s1.loss_cls: 0.0688, s1.acc: 95.0232, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1128, s2.loss_cls: 0.0349, s2.acc: 94.8154, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0534, loss: 1.0509 +2024-03-12 10:12:30,991 - mmdet - INFO - Epoch [22][5400/7330] lr: 4.612e-06, eta: 1 day, 22:18:28, time: 1.584, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1460, s0.acc: 95.0723, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2224, s1.loss_cls: 0.0701, s1.acc: 95.1065, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1104, s2.loss_cls: 0.0347, s2.acc: 95.0333, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0517, loss: 1.0257 +2024-03-12 10:13:46,851 - mmdet - INFO - Epoch [22][5450/7330] lr: 4.612e-06, eta: 1 day, 22:17:05, time: 1.518, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1469, s0.acc: 95.0505, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2225, s1.loss_cls: 0.0690, s1.acc: 95.1862, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1096, s2.loss_cls: 0.0345, s2.acc: 95.0695, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0522, loss: 1.0208 +2024-03-12 10:15:08,785 - mmdet - INFO - Epoch [22][5500/7330] lr: 4.612e-06, eta: 1 day, 22:15:47, time: 1.639, data_time: 0.216, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1546, s0.acc: 94.7107, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2232, s1.loss_cls: 0.0734, s1.acc: 94.8161, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1099, s2.loss_cls: 0.0362, s2.acc: 94.7095, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0522, loss: 1.0601 +2024-03-12 10:16:31,018 - mmdet - INFO - Epoch [22][5550/7330] lr: 4.612e-06, eta: 1 day, 22:14:29, time: 1.645, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1522, s0.acc: 94.7527, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2275, s1.loss_cls: 0.0719, s1.acc: 94.9069, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1121, s2.loss_cls: 0.0358, s2.acc: 94.7606, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0528, loss: 1.0572 +2024-03-12 10:17:51,499 - mmdet - INFO - Epoch [22][5600/7330] lr: 4.612e-06, eta: 1 day, 22:13:10, time: 1.610, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1492, s0.acc: 94.7825, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2240, s1.loss_cls: 0.0722, s1.acc: 94.8318, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1120, s2.loss_cls: 0.0364, s2.acc: 94.6100, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0532, loss: 1.0495 +2024-03-12 10:19:08,677 - mmdet - INFO - Epoch [22][5650/7330] lr: 4.612e-06, eta: 1 day, 22:11:48, time: 1.544, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1558, s0.acc: 94.6099, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2326, s1.loss_cls: 0.0743, s1.acc: 94.7717, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1152, s2.loss_cls: 0.0372, s2.acc: 94.5803, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0541, loss: 1.0928 +2024-03-12 10:20:26,971 - mmdet - INFO - Epoch [22][5700/7330] lr: 4.612e-06, eta: 1 day, 22:10:28, time: 1.566, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1499, s0.acc: 94.7556, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2325, s1.loss_cls: 0.0714, s1.acc: 94.9020, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1147, s2.loss_cls: 0.0354, s2.acc: 94.7005, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0538, loss: 1.0713 +2024-03-12 10:21:45,730 - mmdet - INFO - Epoch [22][5750/7330] lr: 4.612e-06, eta: 1 day, 22:09:07, time: 1.576, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1533, s0.acc: 94.7515, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2273, s1.loss_cls: 0.0717, s1.acc: 94.9769, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1128, s2.loss_cls: 0.0354, s2.acc: 94.8078, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0530, loss: 1.0627 +2024-03-12 10:23:06,320 - mmdet - INFO - Epoch [22][5800/7330] lr: 4.612e-06, eta: 1 day, 22:07:48, time: 1.611, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1540, s0.acc: 94.7432, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2272, s1.loss_cls: 0.0741, s1.acc: 94.8256, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1116, s2.loss_cls: 0.0369, s2.acc: 94.6073, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0522, loss: 1.0628 +2024-03-12 10:24:25,828 - mmdet - INFO - Epoch [22][5850/7330] lr: 4.612e-06, eta: 1 day, 22:06:28, time: 1.591, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1572, s0.acc: 94.5386, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2287, s1.loss_cls: 0.0733, s1.acc: 94.7948, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1123, s2.loss_cls: 0.0362, s2.acc: 94.6676, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0532, loss: 1.0845 +2024-03-12 10:25:44,943 - mmdet - INFO - Epoch [22][5900/7330] lr: 4.612e-06, eta: 1 day, 22:05:08, time: 1.582, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1591, s0.acc: 94.3936, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2281, s1.loss_cls: 0.0747, s1.acc: 94.5996, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1128, s2.loss_cls: 0.0371, s2.acc: 94.5238, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0530, loss: 1.0889 +2024-03-12 10:27:01,387 - mmdet - INFO - Epoch [22][5950/7330] lr: 4.612e-06, eta: 1 day, 22:03:46, time: 1.529, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1496, s0.acc: 94.8462, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2332, s1.loss_cls: 0.0701, s1.acc: 95.1072, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1143, s2.loss_cls: 0.0352, s2.acc: 95.0000, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0536, loss: 1.0608 +2024-03-12 10:28:22,043 - mmdet - INFO - Epoch [22][6000/7330] lr: 4.612e-06, eta: 1 day, 22:02:27, time: 1.613, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1530, s0.acc: 94.6921, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2245, s1.loss_cls: 0.0709, s1.acc: 94.9421, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1121, s2.loss_cls: 0.0359, s2.acc: 94.7532, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0522, loss: 1.0615 +2024-03-12 10:29:40,320 - mmdet - INFO - Epoch [22][6050/7330] lr: 4.612e-06, eta: 1 day, 22:01:06, time: 1.566, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1480, s0.acc: 94.8330, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2205, s1.loss_cls: 0.0697, s1.acc: 95.0850, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1091, s2.loss_cls: 0.0347, s2.acc: 95.0006, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0516, loss: 1.0272 +2024-03-12 10:31:02,656 - mmdet - INFO - Epoch [22][6100/7330] lr: 4.612e-06, eta: 1 day, 21:59:48, time: 1.647, data_time: 0.207, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1527, s0.acc: 94.6179, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2247, s1.loss_cls: 0.0723, s1.acc: 94.7866, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1115, s2.loss_cls: 0.0361, s2.acc: 94.6389, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0526, loss: 1.0618 +2024-03-12 10:32:24,716 - mmdet - INFO - Epoch [22][6150/7330] lr: 4.612e-06, eta: 1 day, 21:58:30, time: 1.641, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1598, s0.acc: 94.6416, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2315, s1.loss_cls: 0.0754, s1.acc: 94.8319, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1138, s2.loss_cls: 0.0379, s2.acc: 94.6168, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0536, loss: 1.0773 +2024-03-12 10:33:45,571 - mmdet - INFO - Epoch [22][6200/7330] lr: 4.612e-06, eta: 1 day, 21:57:11, time: 1.617, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1549, s0.acc: 94.7522, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2261, s1.loss_cls: 0.0728, s1.acc: 94.8405, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1123, s2.loss_cls: 0.0359, s2.acc: 94.8099, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0528, loss: 1.0624 +2024-03-12 10:35:04,016 - mmdet - INFO - Epoch [22][6250/7330] lr: 4.612e-06, eta: 1 day, 21:55:51, time: 1.569, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1509, s0.acc: 94.7678, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2275, s1.loss_cls: 0.0723, s1.acc: 94.8298, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1117, s2.loss_cls: 0.0355, s2.acc: 94.7515, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0528, loss: 1.0484 +2024-03-12 10:36:25,794 - mmdet - INFO - Epoch [22][6300/7330] lr: 4.612e-06, eta: 1 day, 21:54:32, time: 1.636, data_time: 0.219, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1479, s0.acc: 94.7732, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2311, s1.loss_cls: 0.0706, s1.acc: 94.8540, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1142, s2.loss_cls: 0.0356, s2.acc: 94.7153, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0539, loss: 1.0550 +2024-03-12 10:37:48,717 - mmdet - INFO - Epoch [22][6350/7330] lr: 4.612e-06, eta: 1 day, 21:53:15, time: 1.658, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1549, s0.acc: 94.6760, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2269, s1.loss_cls: 0.0733, s1.acc: 94.8627, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1120, s2.loss_cls: 0.0361, s2.acc: 94.8767, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0528, loss: 1.0570 +2024-03-12 10:39:09,314 - mmdet - INFO - Epoch [22][6400/7330] lr: 4.612e-06, eta: 1 day, 21:51:55, time: 1.612, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1625, s0.acc: 94.4875, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2310, s1.loss_cls: 0.0770, s1.acc: 94.6627, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1122, s2.loss_cls: 0.0383, s2.acc: 94.4699, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0525, loss: 1.0916 +2024-03-12 10:40:25,344 - mmdet - INFO - Epoch [22][6450/7330] lr: 4.612e-06, eta: 1 day, 21:50:33, time: 1.521, data_time: 0.108, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1525, s0.acc: 94.7366, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2236, s1.loss_cls: 0.0729, s1.acc: 94.8538, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1094, s2.loss_cls: 0.0367, s2.acc: 94.6842, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0517, loss: 1.0528 +2024-03-12 10:41:46,014 - mmdet - INFO - Epoch [22][6500/7330] lr: 4.612e-06, eta: 1 day, 21:49:14, time: 1.613, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1582, s0.acc: 94.4897, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2282, s1.loss_cls: 0.0740, s1.acc: 94.7522, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1133, s2.loss_cls: 0.0364, s2.acc: 94.7685, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0530, loss: 1.0824 +2024-03-12 10:43:08,435 - mmdet - INFO - Epoch [22][6550/7330] lr: 4.612e-06, eta: 1 day, 21:47:56, time: 1.649, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1538, s0.acc: 94.7563, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2279, s1.loss_cls: 0.0724, s1.acc: 94.8856, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1125, s2.loss_cls: 0.0360, s2.acc: 94.8186, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0533, loss: 1.0579 +2024-03-12 10:44:30,899 - mmdet - INFO - Epoch [22][6600/7330] lr: 4.612e-06, eta: 1 day, 21:46:38, time: 1.649, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1503, s0.acc: 94.8003, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2277, s1.loss_cls: 0.0714, s1.acc: 95.0880, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1124, s2.loss_cls: 0.0355, s2.acc: 94.8846, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0529, loss: 1.0508 +2024-03-12 10:45:50,373 - mmdet - INFO - Epoch [22][6650/7330] lr: 4.612e-06, eta: 1 day, 21:45:18, time: 1.590, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1572, s0.acc: 94.5972, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2234, s1.loss_cls: 0.0745, s1.acc: 94.7120, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1097, s2.loss_cls: 0.0373, s2.acc: 94.6110, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0516, loss: 1.0627 +2024-03-12 10:47:11,292 - mmdet - INFO - Epoch [22][6700/7330] lr: 4.612e-06, eta: 1 day, 21:43:59, time: 1.618, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1606, s0.acc: 94.4104, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2279, s1.loss_cls: 0.0764, s1.acc: 94.5874, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1129, s2.loss_cls: 0.0377, s2.acc: 94.5001, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0532, loss: 1.0883 +2024-03-12 10:48:37,776 - mmdet - INFO - Epoch [22][6750/7330] lr: 4.612e-06, eta: 1 day, 21:42:44, time: 1.730, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1585, s0.acc: 94.4619, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2268, s1.loss_cls: 0.0746, s1.acc: 94.7124, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1131, s2.loss_cls: 0.0377, s2.acc: 94.5070, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0534, loss: 1.0876 +2024-03-12 10:49:57,620 - mmdet - INFO - Epoch [22][6800/7330] lr: 4.612e-06, eta: 1 day, 21:41:24, time: 1.597, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1540, s0.acc: 94.6292, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2225, s1.loss_cls: 0.0732, s1.acc: 94.7913, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1108, s2.loss_cls: 0.0363, s2.acc: 94.7685, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0523, loss: 1.0554 +2024-03-12 10:51:19,001 - mmdet - INFO - Epoch [22][6850/7330] lr: 4.612e-06, eta: 1 day, 21:40:06, time: 1.628, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1497, s0.acc: 94.9224, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2181, s1.loss_cls: 0.0703, s1.acc: 95.1269, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1082, s2.loss_cls: 0.0354, s2.acc: 94.9311, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0512, loss: 1.0368 +2024-03-12 10:52:35,830 - mmdet - INFO - Epoch [22][6900/7330] lr: 4.612e-06, eta: 1 day, 21:38:44, time: 1.537, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1567, s0.acc: 94.5176, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2318, s1.loss_cls: 0.0745, s1.acc: 94.6767, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1133, s2.loss_cls: 0.0370, s2.acc: 94.6280, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0533, loss: 1.0780 +2024-03-12 10:53:53,921 - mmdet - INFO - Epoch [22][6950/7330] lr: 4.612e-06, eta: 1 day, 21:37:23, time: 1.562, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1497, s0.acc: 94.7300, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2209, s1.loss_cls: 0.0706, s1.acc: 94.9329, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1089, s2.loss_cls: 0.0353, s2.acc: 94.7570, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0513, loss: 1.0358 +2024-03-12 10:55:12,591 - mmdet - INFO - Epoch [22][7000/7330] lr: 4.612e-06, eta: 1 day, 21:36:03, time: 1.573, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1494, s0.acc: 94.8096, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2261, s1.loss_cls: 0.0689, s1.acc: 95.1023, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1118, s2.loss_cls: 0.0344, s2.acc: 95.0475, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0532, loss: 1.0426 +2024-03-12 10:56:30,604 - mmdet - INFO - Epoch [22][7050/7330] lr: 4.612e-06, eta: 1 day, 21:34:42, time: 1.561, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1483, s0.acc: 94.8176, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2207, s1.loss_cls: 0.0692, s1.acc: 95.0090, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1099, s2.loss_cls: 0.0345, s2.acc: 94.9279, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0520, loss: 1.0363 +2024-03-12 10:57:52,015 - mmdet - INFO - Epoch [22][7100/7330] lr: 4.612e-06, eta: 1 day, 21:33:23, time: 1.628, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1445, s0.acc: 94.9695, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2258, s1.loss_cls: 0.0684, s1.acc: 95.0509, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1111, s2.loss_cls: 0.0347, s2.acc: 94.9058, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0524, loss: 1.0296 +2024-03-12 10:59:12,887 - mmdet - INFO - Epoch [22][7150/7330] lr: 4.612e-06, eta: 1 day, 21:32:04, time: 1.617, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1455, s0.acc: 94.9866, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2216, s1.loss_cls: 0.0698, s1.acc: 95.1161, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1091, s2.loss_cls: 0.0345, s2.acc: 94.9792, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0512, loss: 1.0201 +2024-03-12 11:00:32,946 - mmdet - INFO - Epoch [22][7200/7330] lr: 4.612e-06, eta: 1 day, 21:30:45, time: 1.601, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1609, s0.acc: 94.4075, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2305, s1.loss_cls: 0.0758, s1.acc: 94.6030, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1127, s2.loss_cls: 0.0377, s2.acc: 94.4980, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0531, loss: 1.0866 +2024-03-12 11:01:59,248 - mmdet - INFO - Epoch [22][7250/7330] lr: 4.612e-06, eta: 1 day, 21:29:29, time: 1.726, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1569, s0.acc: 94.4082, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2304, s1.loss_cls: 0.0750, s1.acc: 94.5259, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1131, s2.loss_cls: 0.0376, s2.acc: 94.3640, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0530, loss: 1.0873 +2024-03-12 11:03:19,230 - mmdet - INFO - Epoch [22][7300/7330] lr: 4.612e-06, eta: 1 day, 21:28:10, time: 1.600, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1547, s0.acc: 94.6179, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2323, s1.loss_cls: 0.0737, s1.acc: 94.7983, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1142, s2.loss_cls: 0.0365, s2.acc: 94.6770, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0542, loss: 1.0806 +2024-03-12 11:04:00,226 - mmdet - INFO - Saving checkpoint at 22 epochs +2024-03-12 11:10:50,993 - mmdet - INFO - Evaluating bbox... +2024-03-12 11:11:21,814 - 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 ] = 0.676 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.529 + 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 ] = 0.533 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.629 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.622 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.622 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.622 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.434 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.664 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.764 + +2024-03-12 11:11:21,814 - mmdet - INFO - Evaluating segm... +2024-03-12 11:12:00,551 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.426 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.652 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.462 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.238 + 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 ] = 0.603 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.549 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.549 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.549 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.367 + 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 ] = 0.701 + +2024-03-12 11:12:01,126 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-12 11:12:01,127 - mmdet - INFO - Epoch(val) [22][1250] bbox_mAP: 0.4880, bbox_mAP_50: 0.6760, bbox_mAP_75: 0.5290, bbox_mAP_s: 0.3180, bbox_mAP_m: 0.5330, bbox_mAP_l: 0.6290, bbox_mAP_copypaste: 0.488 0.676 0.529 0.318 0.533 0.629, segm_mAP: 0.4260, segm_mAP_50: 0.6520, segm_mAP_75: 0.4620, segm_mAP_s: 0.2380, segm_mAP_m: 0.4620, segm_mAP_l: 0.6030, segm_mAP_copypaste: 0.426 0.652 0.462 0.238 0.462 0.603 +2024-03-12 11:13:24,449 - mmdet - INFO - Epoch [23][50/7330] lr: 4.612e-06, eta: 1 day, 21:25:34, time: 1.665, data_time: 0.271, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1418, s0.acc: 95.0247, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2263, s1.loss_cls: 0.0659, s1.acc: 95.2321, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1101, s2.loss_cls: 0.0324, s2.acc: 95.1771, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0519, loss: 1.0153 +2024-03-12 11:14:48,402 - mmdet - INFO - Epoch [23][100/7330] lr: 4.612e-06, eta: 1 day, 21:24:17, time: 1.679, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1468, s0.acc: 94.7961, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2284, s1.loss_cls: 0.0695, s1.acc: 94.9711, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1110, s2.loss_cls: 0.0345, s2.acc: 94.8834, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0524, loss: 1.0461 +2024-03-12 11:16:06,371 - mmdet - INFO - Epoch [23][150/7330] lr: 4.612e-06, eta: 1 day, 21:22:56, time: 1.559, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1509, s0.acc: 94.7708, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2199, s1.loss_cls: 0.0708, s1.acc: 94.9664, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1090, s2.loss_cls: 0.0355, s2.acc: 94.7877, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0517, loss: 1.0391 +2024-03-12 11:17:25,576 - mmdet - INFO - Epoch [23][200/7330] lr: 4.612e-06, eta: 1 day, 21:21:36, time: 1.584, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1508, s0.acc: 94.8225, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2264, s1.loss_cls: 0.0705, s1.acc: 94.9600, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1107, s2.loss_cls: 0.0352, s2.acc: 94.8574, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0522, loss: 1.0515 +2024-03-12 11:18:47,637 - mmdet - INFO - Epoch [23][250/7330] lr: 4.612e-06, eta: 1 day, 21:20:18, time: 1.641, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1411, s0.acc: 95.1057, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2236, s1.loss_cls: 0.0668, s1.acc: 95.2447, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1095, s2.loss_cls: 0.0333, s2.acc: 95.1026, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0512, loss: 1.0175 +2024-03-12 11:20:04,897 - mmdet - INFO - Epoch [23][300/7330] lr: 4.612e-06, eta: 1 day, 21:18:57, time: 1.545, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1455, s0.acc: 94.9402, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2217, s1.loss_cls: 0.0668, s1.acc: 95.1902, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1085, s2.loss_cls: 0.0332, s2.acc: 95.0951, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0510, loss: 1.0289 +2024-03-12 11:21:24,086 - mmdet - INFO - Epoch [23][350/7330] lr: 4.612e-06, eta: 1 day, 21:17:37, time: 1.584, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1380, s0.acc: 95.1338, s0.loss_bbox: 0.2004, s0.loss_mask: 0.2217, s1.loss_cls: 0.0659, s1.acc: 95.2110, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1093, s2.loss_cls: 0.0326, s2.acc: 95.1793, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0518, loss: 0.9969 +2024-03-12 11:22:46,872 - mmdet - INFO - Epoch [23][400/7330] lr: 4.612e-06, eta: 1 day, 21:16:19, time: 1.656, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1433, s0.acc: 94.8694, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2236, s1.loss_cls: 0.0679, s1.acc: 94.9758, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1100, s2.loss_cls: 0.0344, s2.acc: 94.7872, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0522, loss: 1.0274 +2024-03-12 11:24:06,932 - mmdet - INFO - Epoch [23][450/7330] lr: 4.612e-06, eta: 1 day, 21:14:59, time: 1.601, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1579, s0.acc: 94.5510, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2279, s1.loss_cls: 0.0748, s1.acc: 94.6612, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1121, s2.loss_cls: 0.0370, s2.acc: 94.6586, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0525, loss: 1.0719 +2024-03-12 11:25:25,511 - mmdet - INFO - Epoch [23][500/7330] lr: 4.612e-06, eta: 1 day, 21:13:39, time: 1.571, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1422, s0.acc: 95.0349, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2183, s1.loss_cls: 0.0657, s1.acc: 95.2798, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1074, s2.loss_cls: 0.0330, s2.acc: 95.0979, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0508, loss: 1.0065 +2024-03-12 11:26:47,687 - mmdet - INFO - Epoch [23][550/7330] lr: 4.612e-06, eta: 1 day, 21:12:21, time: 1.643, data_time: 0.213, memory: 23149, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1571, s0.acc: 94.5562, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2281, s1.loss_cls: 0.0723, s1.acc: 94.8587, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1132, s2.loss_cls: 0.0357, s2.acc: 94.7139, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0535, loss: 1.0859 +2024-03-12 11:28:08,992 - mmdet - INFO - Epoch [23][600/7330] lr: 4.612e-06, eta: 1 day, 21:11:02, time: 1.626, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1481, s0.acc: 94.9238, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2226, s1.loss_cls: 0.0705, s1.acc: 95.0466, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1101, s2.loss_cls: 0.0349, s2.acc: 95.1040, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0518, loss: 1.0449 +2024-03-12 11:29:30,964 - mmdet - INFO - Epoch [23][650/7330] lr: 4.612e-06, eta: 1 day, 21:09:44, time: 1.639, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1449, s0.acc: 94.9619, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2236, s1.loss_cls: 0.0683, s1.acc: 95.1609, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1106, s2.loss_cls: 0.0345, s2.acc: 95.0070, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0519, loss: 1.0336 +2024-03-12 11:30:52,409 - mmdet - INFO - Epoch [23][700/7330] lr: 4.612e-06, eta: 1 day, 21:08:25, time: 1.629, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1471, s0.acc: 94.8601, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2249, s1.loss_cls: 0.0690, s1.acc: 94.9678, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1105, s2.loss_cls: 0.0341, s2.acc: 95.0202, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0519, loss: 1.0445 +2024-03-12 11:32:12,497 - mmdet - INFO - Epoch [23][750/7330] lr: 4.612e-06, eta: 1 day, 21:07:06, time: 1.602, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1489, s0.acc: 94.7141, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2252, s1.loss_cls: 0.0701, s1.acc: 94.8837, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1106, s2.loss_cls: 0.0347, s2.acc: 94.7731, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0523, loss: 1.0441 +2024-03-12 11:33:33,421 - mmdet - INFO - Epoch [23][800/7330] lr: 4.612e-06, eta: 1 day, 21:05:47, time: 1.618, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1545, s0.acc: 94.6624, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2291, s1.loss_cls: 0.0725, s1.acc: 94.8459, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1119, s2.loss_cls: 0.0362, s2.acc: 94.8061, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0529, loss: 1.0705 +2024-03-12 11:34:52,774 - mmdet - INFO - Epoch [23][850/7330] lr: 4.612e-06, eta: 1 day, 21:04:27, time: 1.587, data_time: 0.242, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1535, s0.acc: 94.6362, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2245, s1.loss_cls: 0.0723, s1.acc: 94.8398, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1101, s2.loss_cls: 0.0352, s2.acc: 94.7627, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0518, loss: 1.0570 +2024-03-12 11:36:12,702 - mmdet - INFO - Epoch [23][900/7330] lr: 4.612e-06, eta: 1 day, 21:03:07, time: 1.599, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1509, s0.acc: 94.7378, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2241, s1.loss_cls: 0.0714, s1.acc: 94.9451, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1107, s2.loss_cls: 0.0356, s2.acc: 94.7650, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0521, loss: 1.0441 +2024-03-12 11:37:35,612 - mmdet - INFO - Epoch [23][950/7330] lr: 4.612e-06, eta: 1 day, 21:01:49, time: 1.658, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1461, s0.acc: 94.9375, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2177, s1.loss_cls: 0.0694, s1.acc: 95.0956, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1064, s2.loss_cls: 0.0345, s2.acc: 94.9556, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0503, loss: 1.0195 +2024-03-12 11:38:55,252 - mmdet - INFO - Epoch [23][1000/7330] lr: 4.612e-06, eta: 1 day, 21:00:30, time: 1.593, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1472, s0.acc: 94.8218, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2259, s1.loss_cls: 0.0695, s1.acc: 95.0312, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1105, s2.loss_cls: 0.0348, s2.acc: 94.8210, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0518, loss: 1.0389 +2024-03-12 11:40:14,031 - mmdet - INFO - Epoch [23][1050/7330] lr: 4.612e-06, eta: 1 day, 20:59:09, time: 1.576, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1428, s0.acc: 94.9795, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2286, s1.loss_cls: 0.0678, s1.acc: 95.1251, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1126, s2.loss_cls: 0.0337, s2.acc: 94.9834, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0524, loss: 1.0439 +2024-03-12 11:41:37,674 - mmdet - INFO - Epoch [23][1100/7330] lr: 4.612e-06, eta: 1 day, 20:57:52, time: 1.673, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1465, s0.acc: 94.8499, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2236, s1.loss_cls: 0.0695, s1.acc: 95.0770, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1107, s2.loss_cls: 0.0345, s2.acc: 94.9092, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0527, loss: 1.0460 +2024-03-12 11:43:01,176 - mmdet - INFO - Epoch [23][1150/7330] lr: 4.612e-06, eta: 1 day, 20:56:35, time: 1.670, data_time: 0.222, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1508, s0.acc: 94.7673, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2285, s1.loss_cls: 0.0708, s1.acc: 94.9715, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1130, s2.loss_cls: 0.0357, s2.acc: 94.6852, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0534, loss: 1.0620 +2024-03-12 11:44:16,971 - mmdet - INFO - Epoch [23][1200/7330] lr: 4.612e-06, eta: 1 day, 20:55:12, time: 1.516, data_time: 0.110, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1417, s0.acc: 95.1082, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2203, s1.loss_cls: 0.0663, s1.acc: 95.2776, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1081, s2.loss_cls: 0.0331, s2.acc: 95.1896, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0511, loss: 1.0056 +2024-03-12 11:45:33,198 - mmdet - INFO - Epoch [23][1250/7330] lr: 4.612e-06, eta: 1 day, 20:53:50, time: 1.525, data_time: 0.115, memory: 23149, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1408, s0.acc: 95.0518, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2181, s1.loss_cls: 0.0677, s1.acc: 95.1870, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1080, s2.loss_cls: 0.0338, s2.acc: 95.0864, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0514, loss: 1.0040 +2024-03-12 11:46:56,238 - mmdet - INFO - Epoch [23][1300/7330] lr: 4.612e-06, eta: 1 day, 20:52:33, time: 1.661, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1502, s0.acc: 94.7566, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2210, s1.loss_cls: 0.0709, s1.acc: 94.8930, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1083, s2.loss_cls: 0.0354, s2.acc: 94.6895, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0510, loss: 1.0424 +2024-03-12 11:48:13,512 - mmdet - INFO - Epoch [23][1350/7330] lr: 4.612e-06, eta: 1 day, 20:51:12, time: 1.545, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1461, s0.acc: 94.8491, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2248, s1.loss_cls: 0.0697, s1.acc: 94.9531, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1098, s2.loss_cls: 0.0350, s2.acc: 94.8368, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0515, loss: 1.0421 +2024-03-12 11:49:31,917 - mmdet - INFO - Epoch [23][1400/7330] lr: 4.612e-06, eta: 1 day, 20:49:51, time: 1.568, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1505, s0.acc: 94.6873, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2276, s1.loss_cls: 0.0725, s1.acc: 94.7945, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1124, s2.loss_cls: 0.0362, s2.acc: 94.6490, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0533, loss: 1.0545 +2024-03-12 11:50:54,063 - mmdet - INFO - Epoch [23][1450/7330] lr: 4.612e-06, eta: 1 day, 20:48:33, time: 1.643, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1393, s0.acc: 95.1509, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2250, s1.loss_cls: 0.0643, s1.acc: 95.4150, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1108, s2.loss_cls: 0.0324, s2.acc: 95.2058, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0526, loss: 1.0150 +2024-03-12 11:52:15,156 - mmdet - INFO - Epoch [23][1500/7330] lr: 4.612e-06, eta: 1 day, 20:47:14, time: 1.622, data_time: 0.202, memory: 23149, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1463, s0.acc: 94.8765, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2208, s1.loss_cls: 0.0687, s1.acc: 95.1139, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1090, s2.loss_cls: 0.0340, s2.acc: 94.9882, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0514, loss: 1.0200 +2024-03-12 11:53:35,597 - mmdet - INFO - Epoch [23][1550/7330] lr: 4.612e-06, eta: 1 day, 20:45:55, time: 1.609, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1601, s0.acc: 94.3767, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2228, s1.loss_cls: 0.0763, s1.acc: 94.4975, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1100, s2.loss_cls: 0.0378, s2.acc: 94.3576, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0523, loss: 1.0880 +2024-03-12 11:54:55,744 - mmdet - INFO - Epoch [23][1600/7330] lr: 4.612e-06, eta: 1 day, 20:44:35, time: 1.603, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1523, s0.acc: 94.7314, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2282, s1.loss_cls: 0.0717, s1.acc: 94.8905, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1117, s2.loss_cls: 0.0357, s2.acc: 94.6937, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0530, loss: 1.0610 +2024-03-12 11:56:19,721 - mmdet - INFO - Epoch [23][1650/7330] lr: 4.612e-06, eta: 1 day, 20:43:18, time: 1.680, data_time: 0.231, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1570, s0.acc: 94.5916, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2276, s1.loss_cls: 0.0732, s1.acc: 94.9062, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1114, s2.loss_cls: 0.0359, s2.acc: 94.8221, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0524, loss: 1.0806 +2024-03-12 11:57:40,561 - mmdet - INFO - Epoch [23][1700/7330] lr: 4.612e-06, eta: 1 day, 20:41:59, time: 1.617, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1487, s0.acc: 94.7932, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2246, s1.loss_cls: 0.0696, s1.acc: 94.9929, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1093, s2.loss_cls: 0.0345, s2.acc: 94.8877, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0515, loss: 1.0527 +2024-03-12 11:58:58,738 - mmdet - INFO - Epoch [23][1750/7330] lr: 4.612e-06, eta: 1 day, 20:40:38, time: 1.563, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1472, s0.acc: 94.9556, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2251, s1.loss_cls: 0.0682, s1.acc: 95.2622, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1114, s2.loss_cls: 0.0339, s2.acc: 95.0212, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0522, loss: 1.0330 +2024-03-12 12:00:17,523 - mmdet - INFO - Epoch [23][1800/7330] lr: 4.612e-06, eta: 1 day, 20:39:18, time: 1.576, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1524, s0.acc: 94.7163, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2229, s1.loss_cls: 0.0719, s1.acc: 94.8611, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1109, s2.loss_cls: 0.0362, s2.acc: 94.6981, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0523, loss: 1.0570 +2024-03-12 12:01:36,182 - mmdet - INFO - Epoch [23][1850/7330] lr: 4.612e-06, eta: 1 day, 20:37:58, time: 1.573, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1501, s0.acc: 94.8457, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2253, s1.loss_cls: 0.0701, s1.acc: 95.0721, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1108, s2.loss_cls: 0.0349, s2.acc: 94.9279, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0520, loss: 1.0469 +2024-03-12 12:02:57,279 - mmdet - INFO - Epoch [23][1900/7330] lr: 4.612e-06, eta: 1 day, 20:36:39, time: 1.622, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1557, s0.acc: 94.5266, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2295, s1.loss_cls: 0.0736, s1.acc: 94.7047, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1115, s2.loss_cls: 0.0367, s2.acc: 94.6086, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0524, loss: 1.0741 +2024-03-12 12:04:19,832 - mmdet - INFO - Epoch [23][1950/7330] lr: 4.612e-06, eta: 1 day, 20:35:21, time: 1.651, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1459, s0.acc: 94.8826, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2281, s1.loss_cls: 0.0691, s1.acc: 95.0280, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1118, s2.loss_cls: 0.0342, s2.acc: 94.9508, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0525, loss: 1.0380 +2024-03-12 12:05:39,969 - mmdet - INFO - Epoch [23][2000/7330] lr: 4.612e-06, eta: 1 day, 20:34:01, time: 1.603, data_time: 0.207, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1397, s0.acc: 95.1091, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2223, s1.loss_cls: 0.0656, s1.acc: 95.3121, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1101, s2.loss_cls: 0.0330, s2.acc: 95.1919, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0519, loss: 1.0121 +2024-03-12 12:07:01,425 - mmdet - INFO - Epoch [23][2050/7330] lr: 4.612e-06, eta: 1 day, 20:32:43, time: 1.629, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1442, s0.acc: 95.0288, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2229, s1.loss_cls: 0.0681, s1.acc: 95.2082, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1102, s2.loss_cls: 0.0343, s2.acc: 95.0535, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0519, loss: 1.0137 +2024-03-12 12:08:22,299 - mmdet - INFO - Epoch [23][2100/7330] lr: 4.612e-06, eta: 1 day, 20:31:24, time: 1.617, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1510, s0.acc: 94.7998, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2234, s1.loss_cls: 0.0706, s1.acc: 95.0865, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1112, s2.loss_cls: 0.0350, s2.acc: 94.9533, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0526, loss: 1.0526 +2024-03-12 12:09:47,178 - mmdet - INFO - Epoch [23][2150/7330] lr: 4.612e-06, eta: 1 day, 20:30:07, time: 1.698, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1519, s0.acc: 94.7466, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2325, s1.loss_cls: 0.0710, s1.acc: 94.9553, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1135, s2.loss_cls: 0.0357, s2.acc: 94.7355, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0537, loss: 1.0676 +2024-03-12 12:11:07,638 - mmdet - INFO - Epoch [23][2200/7330] lr: 4.612e-06, eta: 1 day, 20:28:48, time: 1.609, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1466, s0.acc: 94.7957, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2262, s1.loss_cls: 0.0699, s1.acc: 94.9434, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1115, s2.loss_cls: 0.0348, s2.acc: 94.8631, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0523, loss: 1.0434 +2024-03-12 12:12:26,833 - mmdet - INFO - Epoch [23][2250/7330] lr: 4.612e-06, eta: 1 day, 20:27:28, time: 1.583, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1402, s0.acc: 95.2058, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2232, s1.loss_cls: 0.0665, s1.acc: 95.3874, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1097, s2.loss_cls: 0.0334, s2.acc: 95.2140, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0516, loss: 1.0086 +2024-03-12 12:13:43,945 - mmdet - INFO - Epoch [23][2300/7330] lr: 4.612e-06, eta: 1 day, 20:26:06, time: 1.543, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1525, s0.acc: 94.7332, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2228, s1.loss_cls: 0.0728, s1.acc: 94.8587, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1101, s2.loss_cls: 0.0362, s2.acc: 94.7229, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0520, loss: 1.0479 +2024-03-12 12:15:03,515 - mmdet - INFO - Epoch [23][2350/7330] lr: 4.612e-06, eta: 1 day, 20:24:47, time: 1.591, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1451, s0.acc: 94.8960, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2249, s1.loss_cls: 0.0698, s1.acc: 94.9684, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1107, s2.loss_cls: 0.0357, s2.acc: 94.7298, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0520, loss: 1.0319 +2024-03-12 12:16:22,225 - mmdet - INFO - Epoch [23][2400/7330] lr: 4.612e-06, eta: 1 day, 20:23:26, time: 1.574, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1431, s0.acc: 94.9775, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2231, s1.loss_cls: 0.0688, s1.acc: 95.1007, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1079, s2.loss_cls: 0.0343, s2.acc: 94.9915, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0508, loss: 1.0169 +2024-03-12 12:17:42,997 - mmdet - INFO - Epoch [23][2450/7330] lr: 4.612e-06, eta: 1 day, 20:22:07, time: 1.615, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1448, s0.acc: 94.9089, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2236, s1.loss_cls: 0.0688, s1.acc: 95.0926, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1117, s2.loss_cls: 0.0343, s2.acc: 94.9643, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0524, loss: 1.0374 +2024-03-12 12:19:01,830 - mmdet - INFO - Epoch [23][2500/7330] lr: 4.612e-06, eta: 1 day, 20:20:47, time: 1.577, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1446, s0.acc: 94.9658, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2264, s1.loss_cls: 0.0678, s1.acc: 95.2366, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1138, s2.loss_cls: 0.0341, s2.acc: 94.9894, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0532, loss: 1.0356 +2024-03-12 12:20:23,222 - mmdet - INFO - Epoch [23][2550/7330] lr: 4.612e-06, eta: 1 day, 20:19:28, time: 1.628, data_time: 0.206, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1423, s0.acc: 94.9678, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2236, s1.loss_cls: 0.0667, s1.acc: 95.1500, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1104, s2.loss_cls: 0.0337, s2.acc: 94.8908, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0518, loss: 1.0302 +2024-03-12 12:21:46,077 - mmdet - INFO - Epoch [23][2600/7330] lr: 4.612e-06, eta: 1 day, 20:18:10, time: 1.657, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1510, s0.acc: 94.7058, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2251, s1.loss_cls: 0.0711, s1.acc: 94.9408, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1099, s2.loss_cls: 0.0355, s2.acc: 94.7764, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0520, loss: 1.0564 +2024-03-12 12:23:02,642 - mmdet - INFO - Epoch [23][2650/7330] lr: 4.612e-06, eta: 1 day, 20:16:49, time: 1.531, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1443, s0.acc: 94.9453, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2221, s1.loss_cls: 0.0675, s1.acc: 95.1452, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1097, s2.loss_cls: 0.0338, s2.acc: 95.0507, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0525, loss: 1.0232 +2024-03-12 12:24:21,695 - mmdet - INFO - Epoch [23][2700/7330] lr: 4.612e-06, eta: 1 day, 20:15:29, time: 1.581, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1427, s0.acc: 94.9753, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2214, s1.loss_cls: 0.0668, s1.acc: 95.1750, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1073, s2.loss_cls: 0.0334, s2.acc: 94.9572, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0507, loss: 1.0128 +2024-03-12 12:25:41,480 - mmdet - INFO - Epoch [23][2750/7330] lr: 4.612e-06, eta: 1 day, 20:14:09, time: 1.596, data_time: 0.204, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1351, s0.acc: 95.1111, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2251, s1.loss_cls: 0.0644, s1.acc: 95.2904, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1096, s2.loss_cls: 0.0324, s2.acc: 95.0933, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0513, loss: 1.0059 +2024-03-12 12:27:01,443 - mmdet - INFO - Epoch [23][2800/7330] lr: 4.612e-06, eta: 1 day, 20:12:49, time: 1.599, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1452, s0.acc: 94.9241, s0.loss_bbox: 0.2039, s0.loss_mask: 0.2287, s1.loss_cls: 0.0692, s1.acc: 95.0302, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1116, s2.loss_cls: 0.0345, s2.acc: 94.9445, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0526, loss: 1.0319 +2024-03-12 12:28:19,667 - mmdet - INFO - Epoch [23][2850/7330] lr: 4.612e-06, eta: 1 day, 20:11:29, time: 1.564, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1478, s0.acc: 94.7620, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2299, s1.loss_cls: 0.0701, s1.acc: 94.9270, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1122, s2.loss_cls: 0.0349, s2.acc: 94.8032, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0527, loss: 1.0586 +2024-03-12 12:29:38,662 - mmdet - INFO - Epoch [23][2900/7330] lr: 4.612e-06, eta: 1 day, 20:10:08, time: 1.579, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1436, s0.acc: 94.9675, s0.loss_bbox: 0.2017, s0.loss_mask: 0.2168, s1.loss_cls: 0.0693, s1.acc: 95.0337, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1068, s2.loss_cls: 0.0342, s2.acc: 94.9468, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0505, loss: 1.0021 +2024-03-12 12:30:54,382 - mmdet - INFO - Epoch [23][2950/7330] lr: 4.612e-06, eta: 1 day, 20:08:46, time: 1.515, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1482, s0.acc: 94.8696, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2221, s1.loss_cls: 0.0700, s1.acc: 95.0746, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1091, s2.loss_cls: 0.0352, s2.acc: 94.8724, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0516, loss: 1.0290 +2024-03-12 12:32:14,546 - mmdet - INFO - Epoch [23][3000/7330] lr: 4.612e-06, eta: 1 day, 20:07:27, time: 1.603, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1452, s0.acc: 94.8940, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2205, s1.loss_cls: 0.0701, s1.acc: 95.0388, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1091, s2.loss_cls: 0.0349, s2.acc: 94.8633, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0516, loss: 1.0227 +2024-03-12 12:33:33,137 - mmdet - INFO - Epoch [23][3050/7330] lr: 4.612e-06, eta: 1 day, 20:06:06, time: 1.572, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1513, s0.acc: 94.6538, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2280, s1.loss_cls: 0.0716, s1.acc: 94.8552, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1112, s2.loss_cls: 0.0357, s2.acc: 94.6877, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0523, loss: 1.0598 +2024-03-12 12:34:51,427 - mmdet - INFO - Epoch [23][3100/7330] lr: 4.612e-06, eta: 1 day, 20:04:46, time: 1.566, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1356, s0.acc: 95.2942, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2229, s1.loss_cls: 0.0645, s1.acc: 95.4159, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1087, s2.loss_cls: 0.0322, s2.acc: 95.2006, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0509, loss: 0.9980 +2024-03-12 12:36:11,051 - mmdet - INFO - Epoch [23][3150/7330] lr: 4.612e-06, eta: 1 day, 20:03:26, time: 1.593, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1380, s0.acc: 95.2820, s0.loss_bbox: 0.1993, s0.loss_mask: 0.2213, s1.loss_cls: 0.0641, s1.acc: 95.4630, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1091, s2.loss_cls: 0.0321, s2.acc: 95.3431, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0516, loss: 0.9931 +2024-03-12 12:37:32,172 - mmdet - INFO - Epoch [23][3200/7330] lr: 4.612e-06, eta: 1 day, 20:02:07, time: 1.622, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1426, s0.acc: 94.9492, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2222, s1.loss_cls: 0.0671, s1.acc: 95.2101, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1107, s2.loss_cls: 0.0334, s2.acc: 94.9895, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0525, loss: 1.0240 +2024-03-12 12:38:51,395 - mmdet - INFO - Epoch [23][3250/7330] lr: 4.612e-06, eta: 1 day, 20:00:47, time: 1.584, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1446, s0.acc: 94.9626, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2228, s1.loss_cls: 0.0678, s1.acc: 95.0905, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1110, s2.loss_cls: 0.0341, s2.acc: 94.9472, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0523, loss: 1.0313 +2024-03-12 12:40:12,261 - mmdet - INFO - Epoch [23][3300/7330] lr: 4.612e-06, eta: 1 day, 19:59:28, time: 1.617, data_time: 0.118, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1487, s0.acc: 94.8201, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2231, s1.loss_cls: 0.0701, s1.acc: 94.9480, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1092, s2.loss_cls: 0.0345, s2.acc: 94.8549, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0516, loss: 1.0414 +2024-03-12 12:41:36,134 - mmdet - INFO - Epoch [23][3350/7330] lr: 4.612e-06, eta: 1 day, 19:58:11, time: 1.677, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1438, s0.acc: 94.9055, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2261, s1.loss_cls: 0.0677, s1.acc: 95.0787, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1108, s2.loss_cls: 0.0339, s2.acc: 94.9130, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0521, loss: 1.0324 +2024-03-12 12:42:58,710 - mmdet - INFO - Epoch [23][3400/7330] lr: 4.612e-06, eta: 1 day, 19:56:53, time: 1.651, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1463, s0.acc: 94.8252, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2245, s1.loss_cls: 0.0703, s1.acc: 94.9311, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1103, s2.loss_cls: 0.0353, s2.acc: 94.8113, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0524, loss: 1.0378 +2024-03-12 12:44:15,628 - mmdet - INFO - Epoch [23][3450/7330] lr: 4.612e-06, eta: 1 day, 19:55:31, time: 1.538, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1512, s0.acc: 94.7515, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2242, s1.loss_cls: 0.0718, s1.acc: 94.8546, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1098, s2.loss_cls: 0.0359, s2.acc: 94.7334, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0517, loss: 1.0456 +2024-03-12 12:45:35,336 - mmdet - INFO - Epoch [23][3500/7330] lr: 4.612e-06, eta: 1 day, 19:54:12, time: 1.594, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1439, s0.acc: 94.9609, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2213, s1.loss_cls: 0.0678, s1.acc: 95.0749, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1084, s2.loss_cls: 0.0339, s2.acc: 94.9000, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0509, loss: 1.0189 +2024-03-12 12:46:53,090 - mmdet - INFO - Epoch [23][3550/7330] lr: 4.612e-06, eta: 1 day, 19:52:51, time: 1.555, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1511, s0.acc: 94.8049, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2249, s1.loss_cls: 0.0706, s1.acc: 95.0091, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1105, s2.loss_cls: 0.0345, s2.acc: 94.9388, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0516, loss: 1.0365 +2024-03-12 12:48:11,957 - mmdet - INFO - Epoch [23][3600/7330] lr: 4.612e-06, eta: 1 day, 19:51:31, time: 1.577, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1483, s0.acc: 94.8425, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2325, s1.loss_cls: 0.0709, s1.acc: 94.9786, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1138, s2.loss_cls: 0.0354, s2.acc: 94.8043, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0536, loss: 1.0627 +2024-03-12 12:49:31,417 - mmdet - INFO - Epoch [23][3650/7330] lr: 4.612e-06, eta: 1 day, 19:50:11, time: 1.589, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1483, s0.acc: 94.8157, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2286, s1.loss_cls: 0.0705, s1.acc: 94.9734, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1127, s2.loss_cls: 0.0354, s2.acc: 94.8223, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0530, loss: 1.0419 +2024-03-12 12:50:50,185 - mmdet - INFO - Epoch [23][3700/7330] lr: 4.612e-06, eta: 1 day, 19:48:50, time: 1.575, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1458, s0.acc: 94.8806, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2275, s1.loss_cls: 0.0697, s1.acc: 94.9792, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1117, s2.loss_cls: 0.0346, s2.acc: 94.8434, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0523, loss: 1.0393 +2024-03-12 12:52:10,154 - mmdet - INFO - Epoch [23][3750/7330] lr: 4.612e-06, eta: 1 day, 19:47:31, time: 1.599, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1484, s0.acc: 94.8052, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2247, s1.loss_cls: 0.0699, s1.acc: 95.0180, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1111, s2.loss_cls: 0.0348, s2.acc: 94.8440, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0528, loss: 1.0430 +2024-03-12 12:53:31,184 - mmdet - INFO - Epoch [23][3800/7330] lr: 4.612e-06, eta: 1 day, 19:46:12, time: 1.621, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1484, s0.acc: 94.6938, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2269, s1.loss_cls: 0.0696, s1.acc: 94.8741, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1122, s2.loss_cls: 0.0349, s2.acc: 94.7854, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0528, loss: 1.0577 +2024-03-12 12:54:49,905 - mmdet - INFO - Epoch [23][3850/7330] lr: 4.612e-06, eta: 1 day, 19:44:51, time: 1.574, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1506, s0.acc: 94.6919, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2240, s1.loss_cls: 0.0717, s1.acc: 94.7973, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1105, s2.loss_cls: 0.0362, s2.acc: 94.5372, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0520, loss: 1.0560 +2024-03-12 12:56:07,155 - mmdet - INFO - Epoch [23][3900/7330] lr: 4.612e-06, eta: 1 day, 19:43:30, time: 1.545, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1492, s0.acc: 94.7153, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2291, s1.loss_cls: 0.0718, s1.acc: 94.8175, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1128, s2.loss_cls: 0.0351, s2.acc: 94.7061, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0534, loss: 1.0530 +2024-03-12 12:57:21,464 - mmdet - INFO - Epoch [23][3950/7330] lr: 4.612e-06, eta: 1 day, 19:42:07, time: 1.487, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1499, s0.acc: 94.7974, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2225, s1.loss_cls: 0.0696, s1.acc: 95.0005, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1098, s2.loss_cls: 0.0342, s2.acc: 94.9712, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0518, loss: 1.0408 +2024-03-12 12:58:41,463 - mmdet - INFO - Epoch [23][4000/7330] lr: 4.612e-06, eta: 1 day, 19:40:48, time: 1.600, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1481, s0.acc: 94.8118, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2319, s1.loss_cls: 0.0700, s1.acc: 94.9802, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1134, s2.loss_cls: 0.0350, s2.acc: 94.8585, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0531, loss: 1.0525 +2024-03-12 13:00:00,186 - mmdet - INFO - Epoch [23][4050/7330] lr: 4.612e-06, eta: 1 day, 19:39:27, time: 1.574, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1432, s0.acc: 94.8674, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2252, s1.loss_cls: 0.0682, s1.acc: 95.0127, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1115, s2.loss_cls: 0.0340, s2.acc: 94.8938, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0527, loss: 1.0295 +2024-03-12 13:01:20,633 - mmdet - INFO - Epoch [23][4100/7330] lr: 4.612e-06, eta: 1 day, 19:38:08, time: 1.609, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1435, s0.acc: 94.9910, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2254, s1.loss_cls: 0.0676, s1.acc: 95.1386, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1106, s2.loss_cls: 0.0338, s2.acc: 95.0477, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0519, loss: 1.0273 +2024-03-12 13:02:40,015 - mmdet - INFO - Epoch [23][4150/7330] lr: 4.612e-06, eta: 1 day, 19:36:48, time: 1.588, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1533, s0.acc: 94.7095, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2292, s1.loss_cls: 0.0733, s1.acc: 94.7793, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1128, s2.loss_cls: 0.0354, s2.acc: 94.8285, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0528, loss: 1.0629 +2024-03-12 13:03:56,987 - mmdet - INFO - Epoch [23][4200/7330] lr: 4.612e-06, eta: 1 day, 19:35:27, time: 1.539, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1464, s0.acc: 94.9019, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2241, s1.loss_cls: 0.0689, s1.acc: 95.1473, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1108, s2.loss_cls: 0.0340, s2.acc: 95.0564, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0521, loss: 1.0336 +2024-03-12 13:05:17,413 - mmdet - INFO - Epoch [23][4250/7330] lr: 4.612e-06, eta: 1 day, 19:34:08, time: 1.608, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1571, s0.acc: 94.5652, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2236, s1.loss_cls: 0.0742, s1.acc: 94.7111, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1103, s2.loss_cls: 0.0365, s2.acc: 94.5909, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0518, loss: 1.0779 +2024-03-12 13:06:36,888 - mmdet - INFO - Epoch [23][4300/7330] lr: 4.612e-06, eta: 1 day, 19:32:48, time: 1.589, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1473, s0.acc: 94.8145, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2190, s1.loss_cls: 0.0695, s1.acc: 94.9930, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1094, s2.loss_cls: 0.0345, s2.acc: 94.9116, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0519, loss: 1.0305 +2024-03-12 13:07:53,637 - mmdet - INFO - Epoch [23][4350/7330] lr: 4.612e-06, eta: 1 day, 19:31:26, time: 1.535, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1501, s0.acc: 94.8433, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2307, s1.loss_cls: 0.0703, s1.acc: 95.0637, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1144, s2.loss_cls: 0.0356, s2.acc: 94.8157, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0537, loss: 1.0556 +2024-03-12 13:09:13,810 - mmdet - INFO - Epoch [23][4400/7330] lr: 4.612e-06, eta: 1 day, 19:30:07, time: 1.603, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1592, s0.acc: 94.4314, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2237, s1.loss_cls: 0.0765, s1.acc: 94.5108, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1100, s2.loss_cls: 0.0388, s2.acc: 94.3633, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0520, loss: 1.0857 +2024-03-12 13:10:33,399 - mmdet - INFO - Epoch [23][4450/7330] lr: 4.612e-06, eta: 1 day, 19:28:47, time: 1.592, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1534, s0.acc: 94.7810, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2271, s1.loss_cls: 0.0725, s1.acc: 94.8821, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1114, s2.loss_cls: 0.0355, s2.acc: 94.8148, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0526, loss: 1.0467 +2024-03-12 13:11:50,087 - mmdet - INFO - Epoch [23][4500/7330] lr: 4.612e-06, eta: 1 day, 19:27:25, time: 1.534, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1529, s0.acc: 94.6616, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2282, s1.loss_cls: 0.0717, s1.acc: 94.8904, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1123, s2.loss_cls: 0.0357, s2.acc: 94.7487, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0529, loss: 1.0555 +2024-03-12 13:13:08,741 - mmdet - INFO - Epoch [23][4550/7330] lr: 4.612e-06, eta: 1 day, 19:26:05, time: 1.573, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1593, s0.acc: 94.4456, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2302, s1.loss_cls: 0.0765, s1.acc: 94.5654, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1119, s2.loss_cls: 0.0380, s2.acc: 94.4190, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0527, loss: 1.0795 +2024-03-12 13:14:26,482 - mmdet - INFO - Epoch [23][4600/7330] lr: 4.612e-06, eta: 1 day, 19:24:44, time: 1.555, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1522, s0.acc: 94.7566, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2250, s1.loss_cls: 0.0724, s1.acc: 94.8814, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1112, s2.loss_cls: 0.0362, s2.acc: 94.6481, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0524, loss: 1.0540 +2024-03-12 13:15:51,600 - mmdet - INFO - Epoch [23][4650/7330] lr: 4.612e-06, eta: 1 day, 19:23:28, time: 1.702, data_time: 0.223, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1610, s0.acc: 94.3262, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2320, s1.loss_cls: 0.0772, s1.acc: 94.4606, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1150, s2.loss_cls: 0.0381, s2.acc: 94.2701, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0543, loss: 1.1080 +2024-03-12 13:17:11,541 - mmdet - INFO - Epoch [23][4700/7330] lr: 4.612e-06, eta: 1 day, 19:22:08, time: 1.599, data_time: 0.209, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1459, s0.acc: 94.8430, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2257, s1.loss_cls: 0.0697, s1.acc: 95.0509, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1116, s2.loss_cls: 0.0349, s2.acc: 94.9276, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0527, loss: 1.0352 +2024-03-12 13:18:28,724 - mmdet - INFO - Epoch [23][4750/7330] lr: 4.612e-06, eta: 1 day, 19:20:47, time: 1.544, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1443, s0.acc: 94.8708, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2240, s1.loss_cls: 0.0681, s1.acc: 95.0778, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1091, s2.loss_cls: 0.0343, s2.acc: 94.8875, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0517, loss: 1.0283 +2024-03-12 13:19:46,431 - mmdet - INFO - Epoch [23][4800/7330] lr: 4.612e-06, eta: 1 day, 19:19:26, time: 1.554, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1525, s0.acc: 94.6799, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2304, s1.loss_cls: 0.0722, s1.acc: 94.8664, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1139, s2.loss_cls: 0.0359, s2.acc: 94.7142, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0537, loss: 1.0604 +2024-03-12 13:21:06,310 - mmdet - INFO - Epoch [23][4850/7330] lr: 4.612e-06, eta: 1 day, 19:18:06, time: 1.598, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1569, s0.acc: 94.5547, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2266, s1.loss_cls: 0.0748, s1.acc: 94.6813, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1116, s2.loss_cls: 0.0375, s2.acc: 94.5396, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0525, loss: 1.0797 +2024-03-12 13:22:24,347 - mmdet - INFO - Epoch [23][4900/7330] lr: 4.612e-06, eta: 1 day, 19:16:46, time: 1.561, data_time: 0.106, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1529, s0.acc: 94.7058, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2232, s1.loss_cls: 0.0736, s1.acc: 94.8181, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1096, s2.loss_cls: 0.0368, s2.acc: 94.6064, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0518, loss: 1.0595 +2024-03-12 13:23:41,045 - mmdet - INFO - Epoch [23][4950/7330] lr: 4.612e-06, eta: 1 day, 19:15:24, time: 1.534, data_time: 0.114, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1528, s0.acc: 94.5645, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2268, s1.loss_cls: 0.0723, s1.acc: 94.7392, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1112, s2.loss_cls: 0.0361, s2.acc: 94.5136, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0524, loss: 1.0637 +2024-03-12 13:25:03,328 - mmdet - INFO - Epoch [23][5000/7330] lr: 4.612e-06, eta: 1 day, 19:14:06, time: 1.645, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1510, s0.acc: 94.7202, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2258, s1.loss_cls: 0.0701, s1.acc: 94.9012, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1113, s2.loss_cls: 0.0356, s2.acc: 94.6825, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0527, loss: 1.0733 +2024-03-12 13:26:25,042 - mmdet - INFO - Epoch [23][5050/7330] lr: 4.612e-06, eta: 1 day, 19:12:47, time: 1.635, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1561, s0.acc: 94.5415, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2287, s1.loss_cls: 0.0742, s1.acc: 94.6837, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1125, s2.loss_cls: 0.0367, s2.acc: 94.5403, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0528, loss: 1.0764 +2024-03-12 13:27:41,999 - mmdet - INFO - Epoch [23][5100/7330] lr: 4.612e-06, eta: 1 day, 19:11:26, time: 1.539, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1463, s0.acc: 94.8445, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2248, s1.loss_cls: 0.0690, s1.acc: 95.0452, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1120, s2.loss_cls: 0.0349, s2.acc: 94.8620, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0532, loss: 1.0431 +2024-03-12 13:29:02,983 - mmdet - INFO - Epoch [23][5150/7330] lr: 4.612e-06, eta: 1 day, 19:10:07, time: 1.620, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1570, s0.acc: 94.5059, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2336, s1.loss_cls: 0.0731, s1.acc: 94.7240, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1133, s2.loss_cls: 0.0361, s2.acc: 94.6933, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0532, loss: 1.0905 +2024-03-12 13:30:19,080 - mmdet - INFO - Epoch [23][5200/7330] lr: 4.612e-06, eta: 1 day, 19:08:45, time: 1.522, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1543, s0.acc: 94.6467, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2220, s1.loss_cls: 0.0741, s1.acc: 94.7453, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1095, s2.loss_cls: 0.0370, s2.acc: 94.6034, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0521, loss: 1.0560 +2024-03-12 13:31:42,204 - mmdet - INFO - Epoch [23][5250/7330] lr: 4.612e-06, eta: 1 day, 19:07:27, time: 1.662, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1534, s0.acc: 94.6362, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2269, s1.loss_cls: 0.0732, s1.acc: 94.7247, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1118, s2.loss_cls: 0.0363, s2.acc: 94.5583, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0529, loss: 1.0614 +2024-03-12 13:32:57,798 - mmdet - INFO - Epoch [23][5300/7330] lr: 4.612e-06, eta: 1 day, 19:06:05, time: 1.512, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1539, s0.acc: 94.6680, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2313, s1.loss_cls: 0.0723, s1.acc: 94.8433, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1143, s2.loss_cls: 0.0365, s2.acc: 94.5853, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0538, loss: 1.0693 +2024-03-12 13:34:17,842 - mmdet - INFO - Epoch [23][5350/7330] lr: 4.612e-06, eta: 1 day, 19:04:46, time: 1.601, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1501, s0.acc: 94.7654, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2176, s1.loss_cls: 0.0715, s1.acc: 94.9361, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1084, s2.loss_cls: 0.0359, s2.acc: 94.7940, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0512, loss: 1.0377 +2024-03-12 13:35:35,269 - mmdet - INFO - Epoch [23][5400/7330] lr: 4.612e-06, eta: 1 day, 19:03:25, time: 1.549, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1449, s0.acc: 94.9360, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2233, s1.loss_cls: 0.0680, s1.acc: 95.1189, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1107, s2.loss_cls: 0.0339, s2.acc: 94.9565, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0526, loss: 1.0236 +2024-03-12 13:36:57,644 - mmdet - INFO - Epoch [23][5450/7330] lr: 4.612e-06, eta: 1 day, 19:02:07, time: 1.647, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1541, s0.acc: 94.6313, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2308, s1.loss_cls: 0.0738, s1.acc: 94.7203, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1136, s2.loss_cls: 0.0365, s2.acc: 94.6705, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0533, loss: 1.0727 +2024-03-12 13:38:19,108 - mmdet - INFO - Epoch [23][5500/7330] lr: 4.612e-06, eta: 1 day, 19:00:48, time: 1.629, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1492, s0.acc: 94.7947, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2284, s1.loss_cls: 0.0721, s1.acc: 94.8079, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1129, s2.loss_cls: 0.0361, s2.acc: 94.6253, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0531, loss: 1.0598 +2024-03-12 13:39:40,022 - mmdet - INFO - Epoch [23][5550/7330] lr: 4.612e-06, eta: 1 day, 18:59:29, time: 1.618, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1541, s0.acc: 94.6689, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2305, s1.loss_cls: 0.0728, s1.acc: 94.8715, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1130, s2.loss_cls: 0.0358, s2.acc: 94.7108, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0529, loss: 1.0781 +2024-03-12 13:40:58,425 - mmdet - INFO - Epoch [23][5600/7330] lr: 4.612e-06, eta: 1 day, 18:58:08, time: 1.568, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1414, s0.acc: 95.0884, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2228, s1.loss_cls: 0.0670, s1.acc: 95.3296, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1107, s2.loss_cls: 0.0334, s2.acc: 95.0587, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0526, loss: 1.0200 +2024-03-12 13:42:17,837 - mmdet - INFO - Epoch [23][5650/7330] lr: 4.612e-06, eta: 1 day, 18:56:48, time: 1.588, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1550, s0.acc: 94.5798, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2275, s1.loss_cls: 0.0722, s1.acc: 94.7970, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1110, s2.loss_cls: 0.0359, s2.acc: 94.7295, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0524, loss: 1.0596 +2024-03-12 13:43:38,751 - mmdet - INFO - Epoch [23][5700/7330] lr: 4.612e-06, eta: 1 day, 18:55:29, time: 1.618, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1461, s0.acc: 94.9231, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2232, s1.loss_cls: 0.0685, s1.acc: 95.0997, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1112, s2.loss_cls: 0.0343, s2.acc: 95.0191, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0522, loss: 1.0249 +2024-03-12 13:45:01,400 - mmdet - INFO - Epoch [23][5750/7330] lr: 4.612e-06, eta: 1 day, 18:54:11, time: 1.653, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1438, s0.acc: 94.9734, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2240, s1.loss_cls: 0.0671, s1.acc: 95.1977, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1094, s2.loss_cls: 0.0333, s2.acc: 95.1411, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0518, loss: 1.0270 +2024-03-12 13:46:19,085 - mmdet - INFO - Epoch [23][5800/7330] lr: 4.612e-06, eta: 1 day, 18:52:50, time: 1.554, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1461, s0.acc: 94.8491, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2217, s1.loss_cls: 0.0691, s1.acc: 94.9833, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1085, s2.loss_cls: 0.0343, s2.acc: 94.8824, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0513, loss: 1.0336 +2024-03-12 13:47:39,339 - mmdet - INFO - Epoch [23][5850/7330] lr: 4.612e-06, eta: 1 day, 18:51:31, time: 1.605, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1647, s0.acc: 94.2800, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2295, s1.loss_cls: 0.0784, s1.acc: 94.4605, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1132, s2.loss_cls: 0.0388, s2.acc: 94.4157, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0532, loss: 1.1074 +2024-03-12 13:48:57,624 - mmdet - INFO - Epoch [23][5900/7330] lr: 4.612e-06, eta: 1 day, 18:50:10, time: 1.566, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1540, s0.acc: 94.5627, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2295, s1.loss_cls: 0.0730, s1.acc: 94.7170, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1134, s2.loss_cls: 0.0367, s2.acc: 94.5435, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0538, loss: 1.0773 +2024-03-12 13:50:12,055 - mmdet - INFO - Epoch [23][5950/7330] lr: 4.612e-06, eta: 1 day, 18:48:48, time: 1.489, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1508, s0.acc: 94.7881, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2278, s1.loss_cls: 0.0714, s1.acc: 94.9209, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1122, s2.loss_cls: 0.0352, s2.acc: 94.8556, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0531, loss: 1.0564 +2024-03-12 13:51:28,931 - mmdet - INFO - Epoch [23][6000/7330] lr: 4.612e-06, eta: 1 day, 18:47:26, time: 1.537, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1518, s0.acc: 94.7034, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2296, s1.loss_cls: 0.0728, s1.acc: 94.7561, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1126, s2.loss_cls: 0.0362, s2.acc: 94.6887, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0530, loss: 1.0680 +2024-03-12 13:52:48,482 - mmdet - INFO - Epoch [23][6050/7330] lr: 4.612e-06, eta: 1 day, 18:46:07, time: 1.591, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1513, s0.acc: 94.7454, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2212, s1.loss_cls: 0.0703, s1.acc: 95.0345, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1090, s2.loss_cls: 0.0353, s2.acc: 94.7831, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0516, loss: 1.0487 +2024-03-12 13:54:08,534 - mmdet - INFO - Epoch [23][6100/7330] lr: 4.612e-06, eta: 1 day, 18:44:47, time: 1.601, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1446, s0.acc: 94.9182, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2202, s1.loss_cls: 0.0680, s1.acc: 95.0763, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1085, s2.loss_cls: 0.0344, s2.acc: 94.9436, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0514, loss: 1.0263 +2024-03-12 13:55:28,952 - mmdet - INFO - Epoch [23][6150/7330] lr: 4.612e-06, eta: 1 day, 18:43:28, time: 1.608, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1476, s0.acc: 94.8901, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2248, s1.loss_cls: 0.0714, s1.acc: 94.9598, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1108, s2.loss_cls: 0.0356, s2.acc: 94.8340, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0524, loss: 1.0374 +2024-03-12 13:56:47,468 - mmdet - INFO - Epoch [23][6200/7330] lr: 4.612e-06, eta: 1 day, 18:42:07, time: 1.570, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1574, s0.acc: 94.5215, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2273, s1.loss_cls: 0.0736, s1.acc: 94.7164, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1113, s2.loss_cls: 0.0365, s2.acc: 94.6386, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0524, loss: 1.0673 +2024-03-12 13:58:04,504 - mmdet - INFO - Epoch [23][6250/7330] lr: 4.612e-06, eta: 1 day, 18:40:46, time: 1.541, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1565, s0.acc: 94.5588, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2267, s1.loss_cls: 0.0748, s1.acc: 94.6616, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1104, s2.loss_cls: 0.0372, s2.acc: 94.5117, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0518, loss: 1.0613 +2024-03-12 13:59:24,967 - mmdet - INFO - Epoch [23][6300/7330] lr: 4.612e-06, eta: 1 day, 18:39:27, time: 1.609, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1453, s0.acc: 94.9482, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2243, s1.loss_cls: 0.0694, s1.acc: 95.1000, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1114, s2.loss_cls: 0.0350, s2.acc: 94.8776, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0523, loss: 1.0279 +2024-03-12 14:00:48,415 - mmdet - INFO - Epoch [23][6350/7330] lr: 4.612e-06, eta: 1 day, 18:38:09, time: 1.669, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1579, s0.acc: 94.4792, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2311, s1.loss_cls: 0.0749, s1.acc: 94.5900, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1137, s2.loss_cls: 0.0376, s2.acc: 94.4360, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0538, loss: 1.0951 +2024-03-12 14:02:05,940 - mmdet - INFO - Epoch [23][6400/7330] lr: 4.612e-06, eta: 1 day, 18:36:48, time: 1.551, data_time: 0.124, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1617, s0.acc: 94.3425, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2333, s1.loss_cls: 0.0767, s1.acc: 94.5158, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1145, s2.loss_cls: 0.0385, s2.acc: 94.3316, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0541, loss: 1.1113 +2024-03-12 14:03:25,236 - mmdet - INFO - Epoch [23][6450/7330] lr: 4.612e-06, eta: 1 day, 18:35:28, time: 1.586, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1476, s0.acc: 94.8923, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2237, s1.loss_cls: 0.0693, s1.acc: 95.0745, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1103, s2.loss_cls: 0.0340, s2.acc: 95.0264, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0518, loss: 1.0318 +2024-03-12 14:04:46,336 - mmdet - INFO - Epoch [23][6500/7330] lr: 4.612e-06, eta: 1 day, 18:34:09, time: 1.622, data_time: 0.105, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1582, s0.acc: 94.4614, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2305, s1.loss_cls: 0.0738, s1.acc: 94.6579, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1137, s2.loss_cls: 0.0366, s2.acc: 94.5380, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0536, loss: 1.0842 +2024-03-12 14:06:05,978 - mmdet - INFO - Epoch [23][6550/7330] lr: 4.612e-06, eta: 1 day, 18:32:50, time: 1.593, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1534, s0.acc: 94.6409, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2271, s1.loss_cls: 0.0729, s1.acc: 94.8293, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1115, s2.loss_cls: 0.0363, s2.acc: 94.6871, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0526, loss: 1.0658 +2024-03-12 14:07:25,599 - mmdet - INFO - Epoch [23][6600/7330] lr: 4.612e-06, eta: 1 day, 18:31:30, time: 1.592, data_time: 0.223, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1610, s0.acc: 94.3855, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2287, s1.loss_cls: 0.0755, s1.acc: 94.5336, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1139, s2.loss_cls: 0.0378, s2.acc: 94.3338, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0534, loss: 1.1034 +2024-03-12 14:08:43,321 - mmdet - INFO - Epoch [23][6650/7330] lr: 4.612e-06, eta: 1 day, 18:30:09, time: 1.554, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1579, s0.acc: 94.4878, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2276, s1.loss_cls: 0.0758, s1.acc: 94.5202, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1130, s2.loss_cls: 0.0380, s2.acc: 94.3249, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0533, loss: 1.1068 +2024-03-12 14:10:06,309 - mmdet - INFO - Epoch [23][6700/7330] lr: 4.612e-06, eta: 1 day, 18:28:51, time: 1.660, data_time: 0.221, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1657, s0.acc: 94.4536, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2267, s1.loss_cls: 0.0788, s1.acc: 94.4857, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1119, s2.loss_cls: 0.0391, s2.acc: 94.3785, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0528, loss: 1.0911 +2024-03-12 14:11:25,718 - mmdet - INFO - Epoch [23][6750/7330] lr: 4.612e-06, eta: 1 day, 18:27:31, time: 1.588, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1542, s0.acc: 94.7000, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2272, s1.loss_cls: 0.0726, s1.acc: 94.8729, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1126, s2.loss_cls: 0.0364, s2.acc: 94.7275, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0528, loss: 1.0667 +2024-03-12 14:12:41,467 - mmdet - INFO - Epoch [23][6800/7330] lr: 4.612e-06, eta: 1 day, 18:26:09, time: 1.515, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1547, s0.acc: 94.7686, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2239, s1.loss_cls: 0.0718, s1.acc: 94.9877, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1093, s2.loss_cls: 0.0356, s2.acc: 94.8273, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0521, loss: 1.0551 +2024-03-12 14:13:58,935 - mmdet - INFO - Epoch [23][6850/7330] lr: 4.612e-06, eta: 1 day, 18:24:48, time: 1.549, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1566, s0.acc: 94.5188, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2316, s1.loss_cls: 0.0741, s1.acc: 94.7658, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1151, s2.loss_cls: 0.0368, s2.acc: 94.6160, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0540, loss: 1.0766 +2024-03-12 14:15:18,412 - mmdet - INFO - Epoch [23][6900/7330] lr: 4.612e-06, eta: 1 day, 18:23:28, time: 1.590, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1612, s0.acc: 94.3474, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2279, s1.loss_cls: 0.0755, s1.acc: 94.5685, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1125, s2.loss_cls: 0.0373, s2.acc: 94.5390, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0531, loss: 1.0958 +2024-03-12 14:16:43,191 - mmdet - INFO - Epoch [23][6950/7330] lr: 4.612e-06, eta: 1 day, 18:22:11, time: 1.696, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1549, s0.acc: 94.5664, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2237, s1.loss_cls: 0.0734, s1.acc: 94.8203, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1101, s2.loss_cls: 0.0376, s2.acc: 94.5097, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0520, loss: 1.0636 +2024-03-12 14:18:01,003 - mmdet - INFO - Epoch [23][7000/7330] lr: 4.612e-06, eta: 1 day, 18:20:51, time: 1.556, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1525, s0.acc: 94.8486, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2207, s1.loss_cls: 0.0729, s1.acc: 94.9790, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1088, s2.loss_cls: 0.0362, s2.acc: 94.7865, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0517, loss: 1.0249 +2024-03-12 14:19:20,611 - mmdet - INFO - Epoch [23][7050/7330] lr: 4.612e-06, eta: 1 day, 18:19:31, time: 1.592, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1518, s0.acc: 94.8196, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2249, s1.loss_cls: 0.0726, s1.acc: 94.9292, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1108, s2.loss_cls: 0.0362, s2.acc: 94.7426, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0522, loss: 1.0532 +2024-03-12 14:20:37,260 - mmdet - INFO - Epoch [23][7100/7330] lr: 4.612e-06, eta: 1 day, 18:18:09, time: 1.533, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1559, s0.acc: 94.5557, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2277, s1.loss_cls: 0.0741, s1.acc: 94.7196, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1122, s2.loss_cls: 0.0367, s2.acc: 94.5822, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0533, loss: 1.0648 +2024-03-12 14:21:57,363 - mmdet - INFO - Epoch [23][7150/7330] lr: 4.612e-06, eta: 1 day, 18:16:50, time: 1.602, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1521, s0.acc: 94.6145, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2294, s1.loss_cls: 0.0731, s1.acc: 94.7474, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1130, s2.loss_cls: 0.0360, s2.acc: 94.6552, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0533, loss: 1.0688 +2024-03-12 14:23:22,893 - mmdet - INFO - Epoch [23][7200/7330] lr: 4.612e-06, eta: 1 day, 18:15:34, time: 1.711, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1666, s0.acc: 94.1416, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2317, s1.loss_cls: 0.0786, s1.acc: 94.3498, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1130, s2.loss_cls: 0.0388, s2.acc: 94.2018, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0532, loss: 1.1174 +2024-03-12 14:24:43,570 - mmdet - INFO - Epoch [23][7250/7330] lr: 4.612e-06, eta: 1 day, 18:14:14, time: 1.614, data_time: 0.206, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1636, s0.acc: 94.3757, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2317, s1.loss_cls: 0.0775, s1.acc: 94.6052, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1137, s2.loss_cls: 0.0385, s2.acc: 94.4191, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0538, loss: 1.1055 +2024-03-12 14:26:02,485 - mmdet - INFO - Epoch [23][7300/7330] lr: 4.612e-06, eta: 1 day, 18:12:54, time: 1.578, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1541, s0.acc: 94.5737, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2309, s1.loss_cls: 0.0738, s1.acc: 94.7365, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1125, s2.loss_cls: 0.0369, s2.acc: 94.4558, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0528, loss: 1.0774 +2024-03-12 14:26:44,989 - mmdet - INFO - Saving checkpoint at 23 epochs +2024-03-12 14:33:34,591 - mmdet - INFO - Evaluating bbox... +2024-03-12 14:34:08,403 - 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 ] = 0.668 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.522 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.305 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.522 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.618 + 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 ] = 0.439 + 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 ] = 0.765 + +2024-03-12 14:34:08,403 - mmdet - INFO - Evaluating segm... +2024-03-12 14:34:43,245 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.417 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.640 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.450 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.222 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.451 + 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 ] = 0.542 + 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 ] = 0.363 + 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 ] = 0.693 + +2024-03-12 14:34:43,834 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-12 14:34:43,835 - mmdet - INFO - Epoch(val) [23][1250] bbox_mAP: 0.4820, bbox_mAP_50: 0.6680, bbox_mAP_75: 0.5220, bbox_mAP_s: 0.3050, bbox_mAP_m: 0.5220, bbox_mAP_l: 0.6180, bbox_mAP_copypaste: 0.482 0.668 0.522 0.305 0.522 0.618, segm_mAP: 0.4170, segm_mAP_50: 0.6400, segm_mAP_75: 0.4500, segm_mAP_s: 0.2220, segm_mAP_m: 0.4510, segm_mAP_l: 0.5950, segm_mAP_copypaste: 0.417 0.640 0.450 0.222 0.451 0.595 +2024-03-12 14:36:10,392 - mmdet - INFO - Epoch [24][50/7330] lr: 4.612e-06, eta: 1 day, 18:10:23, time: 1.730, data_time: 0.251, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1498, s0.acc: 94.7095, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2183, s1.loss_cls: 0.0709, s1.acc: 94.8415, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1075, s2.loss_cls: 0.0351, s2.acc: 94.7603, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0508, loss: 1.0348 +2024-03-12 14:37:28,928 - mmdet - INFO - Epoch [24][100/7330] lr: 4.612e-06, eta: 1 day, 18:09:03, time: 1.571, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1475, s0.acc: 94.8840, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2234, s1.loss_cls: 0.0696, s1.acc: 95.0617, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1097, s2.loss_cls: 0.0347, s2.acc: 94.9017, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0519, loss: 1.0408 +2024-03-12 14:38:47,557 - mmdet - INFO - Epoch [24][150/7330] lr: 4.612e-06, eta: 1 day, 18:07:43, time: 1.572, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1498, s0.acc: 94.6909, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2249, s1.loss_cls: 0.0707, s1.acc: 94.8197, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1109, s2.loss_cls: 0.0351, s2.acc: 94.6819, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0527, loss: 1.0537 +2024-03-12 14:40:01,942 - mmdet - INFO - Epoch [24][200/7330] lr: 4.612e-06, eta: 1 day, 18:06:20, time: 1.488, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1473, s0.acc: 94.9016, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2269, s1.loss_cls: 0.0702, s1.acc: 94.9557, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1139, s2.loss_cls: 0.0352, s2.acc: 94.7224, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0537, loss: 1.0454 +2024-03-12 14:41:24,406 - mmdet - INFO - Epoch [24][250/7330] lr: 4.612e-06, eta: 1 day, 18:05:02, time: 1.649, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1434, s0.acc: 94.9629, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2164, s1.loss_cls: 0.0688, s1.acc: 95.0382, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1068, s2.loss_cls: 0.0348, s2.acc: 94.8936, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0504, loss: 1.0099 +2024-03-12 14:42:38,102 - mmdet - INFO - Epoch [24][300/7330] lr: 4.612e-06, eta: 1 day, 18:03:39, time: 1.474, data_time: 0.112, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1416, s0.acc: 95.0144, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2217, s1.loss_cls: 0.0666, s1.acc: 95.1707, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1101, s2.loss_cls: 0.0332, s2.acc: 95.1106, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0523, loss: 1.0143 +2024-03-12 14:44:00,442 - mmdet - INFO - Epoch [24][350/7330] lr: 4.612e-06, eta: 1 day, 18:02:21, time: 1.647, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1435, s0.acc: 94.9807, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2206, s1.loss_cls: 0.0688, s1.acc: 95.0459, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1098, s2.loss_cls: 0.0344, s2.acc: 95.0632, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0515, loss: 1.0128 +2024-03-12 14:45:18,620 - mmdet - INFO - Epoch [24][400/7330] lr: 4.612e-06, eta: 1 day, 18:01:00, time: 1.564, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1518, s0.acc: 94.7336, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2262, s1.loss_cls: 0.0708, s1.acc: 94.8896, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1107, s2.loss_cls: 0.0352, s2.acc: 94.8357, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0520, loss: 1.0440 +2024-03-12 14:46:38,443 - mmdet - INFO - Epoch [24][450/7330] lr: 4.612e-06, eta: 1 day, 17:59:40, time: 1.596, data_time: 0.203, memory: 23149, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1421, s0.acc: 94.9968, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2167, s1.loss_cls: 0.0673, s1.acc: 95.1573, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1069, s2.loss_cls: 0.0334, s2.acc: 95.0181, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0507, loss: 1.0149 +2024-03-12 14:47:58,767 - mmdet - INFO - Epoch [24][500/7330] lr: 4.612e-06, eta: 1 day, 17:58:21, time: 1.607, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1565, s0.acc: 94.5039, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2274, s1.loss_cls: 0.0742, s1.acc: 94.5753, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1115, s2.loss_cls: 0.0371, s2.acc: 94.4251, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0524, loss: 1.0793 +2024-03-12 14:49:19,812 - mmdet - INFO - Epoch [24][550/7330] lr: 4.612e-06, eta: 1 day, 17:57:02, time: 1.621, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1412, s0.acc: 94.9858, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2290, s1.loss_cls: 0.0670, s1.acc: 95.2549, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1112, s2.loss_cls: 0.0336, s2.acc: 95.0546, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0527, loss: 1.0307 +2024-03-12 14:50:39,926 - mmdet - INFO - Epoch [24][600/7330] lr: 4.612e-06, eta: 1 day, 17:55:43, time: 1.602, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1484, s0.acc: 94.8118, s0.loss_bbox: 0.2040, s0.loss_mask: 0.2208, s1.loss_cls: 0.0704, s1.acc: 94.9487, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1076, s2.loss_cls: 0.0352, s2.acc: 94.8312, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0509, loss: 1.0217 +2024-03-12 14:52:06,225 - mmdet - INFO - Epoch [24][650/7330] lr: 4.612e-06, eta: 1 day, 17:54:27, time: 1.726, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1487, s0.acc: 94.8589, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2238, s1.loss_cls: 0.0693, s1.acc: 95.1767, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1094, s2.loss_cls: 0.0345, s2.acc: 94.9679, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0517, loss: 1.0326 +2024-03-12 14:53:31,161 - mmdet - INFO - Epoch [24][700/7330] lr: 4.612e-06, eta: 1 day, 17:53:10, time: 1.699, data_time: 0.236, memory: 23149, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1511, s0.acc: 94.7292, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2293, s1.loss_cls: 0.0717, s1.acc: 94.8072, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1129, s2.loss_cls: 0.0357, s2.acc: 94.7436, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0527, loss: 1.0668 +2024-03-12 14:54:51,554 - mmdet - INFO - Epoch [24][750/7330] lr: 4.612e-06, eta: 1 day, 17:51:51, time: 1.608, data_time: 0.220, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1457, s0.acc: 94.8259, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2270, s1.loss_cls: 0.0673, s1.acc: 95.1399, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1106, s2.loss_cls: 0.0336, s2.acc: 94.9708, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0520, loss: 1.0429 +2024-03-12 14:56:14,012 - mmdet - INFO - Epoch [24][800/7330] lr: 4.612e-06, eta: 1 day, 17:50:32, time: 1.649, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1498, s0.acc: 94.7874, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2252, s1.loss_cls: 0.0702, s1.acc: 95.0165, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1100, s2.loss_cls: 0.0353, s2.acc: 94.7654, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0518, loss: 1.0536 +2024-03-12 14:57:29,697 - mmdet - INFO - Epoch [24][850/7330] lr: 4.612e-06, eta: 1 day, 17:49:10, time: 1.514, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1540, s0.acc: 94.6973, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2298, s1.loss_cls: 0.0728, s1.acc: 94.8178, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1129, s2.loss_cls: 0.0363, s2.acc: 94.6164, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0532, loss: 1.0641 +2024-03-12 14:58:51,442 - mmdet - INFO - Epoch [24][900/7330] lr: 4.612e-06, eta: 1 day, 17:47:52, time: 1.635, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1397, s0.acc: 95.1802, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2226, s1.loss_cls: 0.0652, s1.acc: 95.4547, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1107, s2.loss_cls: 0.0323, s2.acc: 95.3424, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0524, loss: 1.0148 +2024-03-12 15:00:12,912 - mmdet - INFO - Epoch [24][950/7330] lr: 4.612e-06, eta: 1 day, 17:46:33, time: 1.629, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1459, s0.acc: 94.9229, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2225, s1.loss_cls: 0.0678, s1.acc: 95.1473, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1088, s2.loss_cls: 0.0337, s2.acc: 95.0624, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0510, loss: 1.0313 +2024-03-12 15:01:37,095 - mmdet - INFO - Epoch [24][1000/7330] lr: 4.612e-06, eta: 1 day, 17:45:16, time: 1.684, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1432, s0.acc: 94.9448, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2196, s1.loss_cls: 0.0663, s1.acc: 95.2163, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1069, s2.loss_cls: 0.0335, s2.acc: 95.0968, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0502, loss: 1.0101 +2024-03-12 15:02:57,227 - mmdet - INFO - Epoch [24][1050/7330] lr: 4.612e-06, eta: 1 day, 17:43:56, time: 1.603, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1393, s0.acc: 95.0430, s0.loss_bbox: 0.2042, s0.loss_mask: 0.2164, s1.loss_cls: 0.0661, s1.acc: 95.2179, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1078, s2.loss_cls: 0.0330, s2.acc: 95.0877, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0509, loss: 0.9989 +2024-03-12 15:04:15,123 - mmdet - INFO - Epoch [24][1100/7330] lr: 4.612e-06, eta: 1 day, 17:42:36, time: 1.558, data_time: 0.116, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1550, s0.acc: 94.6262, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2201, s1.loss_cls: 0.0739, s1.acc: 94.6498, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1089, s2.loss_cls: 0.0363, s2.acc: 94.6280, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0515, loss: 1.0567 +2024-03-12 15:05:30,745 - mmdet - INFO - Epoch [24][1150/7330] lr: 4.612e-06, eta: 1 day, 17:41:14, time: 1.512, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1481, s0.acc: 94.7300, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2238, s1.loss_cls: 0.0690, s1.acc: 95.0098, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1104, s2.loss_cls: 0.0345, s2.acc: 94.7970, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0522, loss: 1.0502 +2024-03-12 15:06:53,474 - mmdet - INFO - Epoch [24][1200/7330] lr: 4.612e-06, eta: 1 day, 17:39:56, time: 1.655, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1535, s0.acc: 94.6833, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2232, s1.loss_cls: 0.0730, s1.acc: 94.8566, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1104, s2.loss_cls: 0.0365, s2.acc: 94.6668, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0522, loss: 1.0563 +2024-03-12 15:08:13,333 - mmdet - INFO - Epoch [24][1250/7330] lr: 4.612e-06, eta: 1 day, 17:38:36, time: 1.597, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1491, s0.acc: 94.8579, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2264, s1.loss_cls: 0.0709, s1.acc: 94.9808, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1108, s2.loss_cls: 0.0346, s2.acc: 94.8868, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0521, loss: 1.0499 +2024-03-12 15:09:33,369 - mmdet - INFO - Epoch [24][1300/7330] lr: 4.612e-06, eta: 1 day, 17:37:17, time: 1.601, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1460, s0.acc: 94.8762, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2227, s1.loss_cls: 0.0696, s1.acc: 94.9977, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1105, s2.loss_cls: 0.0350, s2.acc: 94.9009, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0518, loss: 1.0336 +2024-03-12 15:10:52,483 - mmdet - INFO - Epoch [24][1350/7330] lr: 4.612e-06, eta: 1 day, 17:35:56, time: 1.582, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1552, s0.acc: 94.6035, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2252, s1.loss_cls: 0.0731, s1.acc: 94.8111, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1109, s2.loss_cls: 0.0366, s2.acc: 94.6487, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0527, loss: 1.0671 +2024-03-12 15:12:09,572 - mmdet - INFO - Epoch [24][1400/7330] lr: 4.612e-06, eta: 1 day, 17:34:35, time: 1.542, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1505, s0.acc: 94.8503, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2212, s1.loss_cls: 0.0707, s1.acc: 95.1185, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1088, s2.loss_cls: 0.0348, s2.acc: 94.9638, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0511, loss: 1.0346 +2024-03-12 15:13:27,418 - mmdet - INFO - Epoch [24][1450/7330] lr: 4.612e-06, eta: 1 day, 17:33:15, time: 1.557, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1526, s0.acc: 94.6992, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2255, s1.loss_cls: 0.0723, s1.acc: 94.8780, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1108, s2.loss_cls: 0.0355, s2.acc: 94.8012, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0520, loss: 1.0578 +2024-03-12 15:14:48,106 - mmdet - INFO - Epoch [24][1500/7330] lr: 4.612e-06, eta: 1 day, 17:31:55, time: 1.614, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1538, s0.acc: 94.5686, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2291, s1.loss_cls: 0.0736, s1.acc: 94.6902, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1120, s2.loss_cls: 0.0367, s2.acc: 94.5334, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0527, loss: 1.0731 +2024-03-12 15:16:05,331 - mmdet - INFO - Epoch [24][1550/7330] lr: 4.612e-06, eta: 1 day, 17:30:34, time: 1.544, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1440, s0.acc: 95.0447, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2158, s1.loss_cls: 0.0683, s1.acc: 95.1951, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1062, s2.loss_cls: 0.0341, s2.acc: 95.0937, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0500, loss: 1.0079 +2024-03-12 15:17:24,557 - mmdet - INFO - Epoch [24][1600/7330] lr: 4.612e-06, eta: 1 day, 17:29:14, time: 1.584, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1467, s0.acc: 94.8613, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2221, s1.loss_cls: 0.0684, s1.acc: 95.0528, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1097, s2.loss_cls: 0.0345, s2.acc: 94.9315, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0520, loss: 1.0370 +2024-03-12 15:18:39,025 - mmdet - INFO - Epoch [24][1650/7330] lr: 4.612e-06, eta: 1 day, 17:27:52, time: 1.490, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1533, s0.acc: 94.6980, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2234, s1.loss_cls: 0.0721, s1.acc: 94.9158, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1103, s2.loss_cls: 0.0358, s2.acc: 94.8338, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0520, loss: 1.0541 +2024-03-12 15:19:58,952 - mmdet - INFO - Epoch [24][1700/7330] lr: 4.612e-06, eta: 1 day, 17:26:32, time: 1.599, data_time: 0.195, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1574, s0.acc: 94.5271, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2314, s1.loss_cls: 0.0743, s1.acc: 94.6281, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1128, s2.loss_cls: 0.0371, s2.acc: 94.4732, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0529, loss: 1.0810 +2024-03-12 15:21:20,264 - mmdet - INFO - Epoch [24][1750/7330] lr: 4.612e-06, eta: 1 day, 17:25:13, time: 1.626, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1465, s0.acc: 94.7744, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2228, s1.loss_cls: 0.0699, s1.acc: 94.8930, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1107, s2.loss_cls: 0.0346, s2.acc: 94.7906, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0523, loss: 1.0340 +2024-03-12 15:22:41,054 - mmdet - INFO - Epoch [24][1800/7330] lr: 4.612e-06, eta: 1 day, 17:23:54, time: 1.616, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1463, s0.acc: 94.9600, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2225, s1.loss_cls: 0.0688, s1.acc: 95.1584, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1094, s2.loss_cls: 0.0347, s2.acc: 94.9874, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0515, loss: 1.0337 +2024-03-12 15:24:02,382 - mmdet - INFO - Epoch [24][1850/7330] lr: 4.612e-06, eta: 1 day, 17:22:35, time: 1.627, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1454, s0.acc: 94.9395, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2198, s1.loss_cls: 0.0692, s1.acc: 95.1105, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1087, s2.loss_cls: 0.0344, s2.acc: 94.9694, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0513, loss: 1.0255 +2024-03-12 15:25:22,246 - mmdet - INFO - Epoch [24][1900/7330] lr: 4.612e-06, eta: 1 day, 17:21:16, time: 1.597, data_time: 0.124, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1518, s0.acc: 94.6990, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2311, s1.loss_cls: 0.0713, s1.acc: 94.8858, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1140, s2.loss_cls: 0.0351, s2.acc: 94.7323, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0539, loss: 1.0753 +2024-03-12 15:26:43,423 - mmdet - INFO - Epoch [24][1950/7330] lr: 4.612e-06, eta: 1 day, 17:19:57, time: 1.624, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1455, s0.acc: 94.9656, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2152, s1.loss_cls: 0.0691, s1.acc: 95.2052, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1075, s2.loss_cls: 0.0345, s2.acc: 95.0429, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0512, loss: 1.0138 +2024-03-12 15:28:08,189 - mmdet - INFO - Epoch [24][2000/7330] lr: 4.612e-06, eta: 1 day, 17:18:40, time: 1.695, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1556, s0.acc: 94.5637, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2238, s1.loss_cls: 0.0723, s1.acc: 94.7863, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1109, s2.loss_cls: 0.0361, s2.acc: 94.6060, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0527, loss: 1.0623 +2024-03-12 15:29:30,939 - mmdet - INFO - Epoch [24][2050/7330] lr: 4.612e-06, eta: 1 day, 17:17:22, time: 1.655, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1523, s0.acc: 94.7876, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2226, s1.loss_cls: 0.0706, s1.acc: 95.0476, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1107, s2.loss_cls: 0.0350, s2.acc: 94.8877, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0520, loss: 1.0493 +2024-03-12 15:30:51,519 - mmdet - INFO - Epoch [24][2100/7330] lr: 4.612e-06, eta: 1 day, 17:16:03, time: 1.612, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1594, s0.acc: 94.4314, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2226, s1.loss_cls: 0.0756, s1.acc: 94.5492, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1111, s2.loss_cls: 0.0377, s2.acc: 94.4268, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0525, loss: 1.0780 +2024-03-12 15:32:10,400 - mmdet - INFO - Epoch [24][2150/7330] lr: 4.612e-06, eta: 1 day, 17:14:43, time: 1.578, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1510, s0.acc: 94.8179, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2228, s1.loss_cls: 0.0714, s1.acc: 94.9860, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1101, s2.loss_cls: 0.0354, s2.acc: 94.7747, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0520, loss: 1.0417 +2024-03-12 15:33:28,798 - mmdet - INFO - Epoch [24][2200/7330] lr: 4.612e-06, eta: 1 day, 17:13:22, time: 1.568, data_time: 0.104, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1534, s0.acc: 94.6609, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2271, s1.loss_cls: 0.0731, s1.acc: 94.8551, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1124, s2.loss_cls: 0.0364, s2.acc: 94.7393, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0532, loss: 1.0618 +2024-03-12 15:34:48,657 - mmdet - INFO - Epoch [24][2250/7330] lr: 4.612e-06, eta: 1 day, 17:12:02, time: 1.597, data_time: 0.215, memory: 23149, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1458, s0.acc: 94.8848, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2231, s1.loss_cls: 0.0697, s1.acc: 94.9141, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1116, s2.loss_cls: 0.0346, s2.acc: 94.8081, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0526, loss: 1.0342 +2024-03-12 15:36:09,229 - mmdet - INFO - Epoch [24][2300/7330] lr: 4.612e-06, eta: 1 day, 17:10:43, time: 1.611, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1471, s0.acc: 94.8303, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2292, s1.loss_cls: 0.0687, s1.acc: 95.0665, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1126, s2.loss_cls: 0.0341, s2.acc: 94.9982, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0531, loss: 1.0449 +2024-03-12 15:37:27,814 - mmdet - INFO - Epoch [24][2350/7330] lr: 4.612e-06, eta: 1 day, 17:09:23, time: 1.571, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1417, s0.acc: 95.0190, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2238, s1.loss_cls: 0.0663, s1.acc: 95.2479, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1112, s2.loss_cls: 0.0335, s2.acc: 95.0144, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0522, loss: 1.0239 +2024-03-12 15:38:47,254 - mmdet - INFO - Epoch [24][2400/7330] lr: 4.612e-06, eta: 1 day, 17:08:03, time: 1.589, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1514, s0.acc: 94.8381, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2253, s1.loss_cls: 0.0717, s1.acc: 94.9785, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1114, s2.loss_cls: 0.0361, s2.acc: 94.7523, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0524, loss: 1.0496 +2024-03-12 15:40:02,133 - mmdet - INFO - Epoch [24][2450/7330] lr: 4.612e-06, eta: 1 day, 17:06:41, time: 1.498, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1445, s0.acc: 95.1597, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2213, s1.loss_cls: 0.0691, s1.acc: 95.2686, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1088, s2.loss_cls: 0.0343, s2.acc: 95.1364, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0510, loss: 1.0036 +2024-03-12 15:41:21,094 - mmdet - INFO - Epoch [24][2500/7330] lr: 4.612e-06, eta: 1 day, 17:05:21, time: 1.579, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1555, s0.acc: 94.7200, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2272, s1.loss_cls: 0.0727, s1.acc: 94.8933, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1122, s2.loss_cls: 0.0360, s2.acc: 94.8424, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0531, loss: 1.0640 +2024-03-12 15:42:38,918 - mmdet - INFO - Epoch [24][2550/7330] lr: 4.612e-06, eta: 1 day, 17:04:00, time: 1.556, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1516, s0.acc: 94.7180, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2230, s1.loss_cls: 0.0716, s1.acc: 94.8754, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1099, s2.loss_cls: 0.0354, s2.acc: 94.8244, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0518, loss: 1.0518 +2024-03-12 15:43:55,796 - mmdet - INFO - Epoch [24][2600/7330] lr: 4.612e-06, eta: 1 day, 17:02:39, time: 1.538, data_time: 0.247, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1536, s0.acc: 94.5754, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2202, s1.loss_cls: 0.0731, s1.acc: 94.7432, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1095, s2.loss_cls: 0.0364, s2.acc: 94.6192, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0519, loss: 1.0580 +2024-03-12 15:45:16,800 - mmdet - INFO - Epoch [24][2650/7330] lr: 4.612e-06, eta: 1 day, 17:01:20, time: 1.620, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1549, s0.acc: 94.6846, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2288, s1.loss_cls: 0.0725, s1.acc: 94.8391, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1134, s2.loss_cls: 0.0361, s2.acc: 94.6572, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0533, loss: 1.0727 +2024-03-12 15:46:33,477 - mmdet - INFO - Epoch [24][2700/7330] lr: 4.612e-06, eta: 1 day, 16:59:58, time: 1.534, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1530, s0.acc: 94.7622, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2239, s1.loss_cls: 0.0726, s1.acc: 94.8640, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1090, s2.loss_cls: 0.0367, s2.acc: 94.6596, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0509, loss: 1.0466 +2024-03-12 15:47:53,855 - mmdet - INFO - Epoch [24][2750/7330] lr: 4.612e-06, eta: 1 day, 16:58:39, time: 1.608, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1446, s0.acc: 95.0215, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2250, s1.loss_cls: 0.0685, s1.acc: 95.2262, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1108, s2.loss_cls: 0.0338, s2.acc: 95.1539, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0520, loss: 1.0322 +2024-03-12 15:49:12,917 - mmdet - INFO - Epoch [24][2800/7330] lr: 4.612e-06, eta: 1 day, 16:57:19, time: 1.581, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1562, s0.acc: 94.5740, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2202, s1.loss_cls: 0.0741, s1.acc: 94.6988, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1085, s2.loss_cls: 0.0364, s2.acc: 94.6080, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0513, loss: 1.0652 +2024-03-12 15:50:24,450 - mmdet - INFO - Epoch [24][2850/7330] lr: 4.612e-06, eta: 1 day, 16:55:55, time: 1.431, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1439, s0.acc: 94.9753, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2219, s1.loss_cls: 0.0673, s1.acc: 95.2301, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1090, s2.loss_cls: 0.0339, s2.acc: 95.0121, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0513, loss: 1.0171 +2024-03-12 15:51:42,635 - mmdet - INFO - Epoch [24][2900/7330] lr: 4.612e-06, eta: 1 day, 16:54:34, time: 1.564, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1476, s0.acc: 94.9136, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2273, s1.loss_cls: 0.0704, s1.acc: 94.9833, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1108, s2.loss_cls: 0.0350, s2.acc: 94.9021, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0522, loss: 1.0288 +2024-03-12 15:53:03,923 - mmdet - INFO - Epoch [24][2950/7330] lr: 4.612e-06, eta: 1 day, 16:53:15, time: 1.626, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1449, s0.acc: 94.9272, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2222, s1.loss_cls: 0.0695, s1.acc: 95.0494, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1097, s2.loss_cls: 0.0342, s2.acc: 94.9047, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0520, loss: 1.0366 +2024-03-12 15:54:28,517 - mmdet - INFO - Epoch [24][3000/7330] lr: 4.612e-06, eta: 1 day, 16:51:58, time: 1.692, data_time: 0.225, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1487, s0.acc: 94.7673, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2249, s1.loss_cls: 0.0710, s1.acc: 94.8953, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1110, s2.loss_cls: 0.0356, s2.acc: 94.6867, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0528, loss: 1.0427 +2024-03-12 15:55:47,720 - mmdet - INFO - Epoch [24][3050/7330] lr: 4.612e-06, eta: 1 day, 16:50:38, time: 1.584, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1543, s0.acc: 94.5396, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2325, s1.loss_cls: 0.0740, s1.acc: 94.5825, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1125, s2.loss_cls: 0.0367, s2.acc: 94.5022, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0526, loss: 1.0891 +2024-03-12 15:57:03,296 - mmdet - INFO - Epoch [24][3100/7330] lr: 4.612e-06, eta: 1 day, 16:49:16, time: 1.511, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1405, s0.acc: 95.0654, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2166, s1.loss_cls: 0.0663, s1.acc: 95.2860, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1071, s2.loss_cls: 0.0333, s2.acc: 95.1484, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0505, loss: 1.0013 +2024-03-12 15:58:22,751 - mmdet - INFO - Epoch [24][3150/7330] lr: 4.612e-06, eta: 1 day, 16:47:57, time: 1.589, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1579, s0.acc: 94.5090, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2286, s1.loss_cls: 0.0742, s1.acc: 94.7389, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1136, s2.loss_cls: 0.0371, s2.acc: 94.5885, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0540, loss: 1.0923 +2024-03-12 15:59:44,265 - mmdet - INFO - Epoch [24][3200/7330] lr: 4.612e-06, eta: 1 day, 16:46:38, time: 1.630, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1496, s0.acc: 94.7900, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2240, s1.loss_cls: 0.0704, s1.acc: 94.9894, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1109, s2.loss_cls: 0.0350, s2.acc: 94.8794, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0525, loss: 1.0398 +2024-03-12 16:01:03,610 - mmdet - INFO - Epoch [24][3250/7330] lr: 4.612e-06, eta: 1 day, 16:45:18, time: 1.587, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1546, s0.acc: 94.6055, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2243, s1.loss_cls: 0.0726, s1.acc: 94.7847, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1114, s2.loss_cls: 0.0361, s2.acc: 94.7162, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0523, loss: 1.0762 +2024-03-12 16:02:27,516 - mmdet - INFO - Epoch [24][3300/7330] lr: 4.612e-06, eta: 1 day, 16:44:01, time: 1.678, data_time: 0.224, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1511, s0.acc: 94.7346, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2278, s1.loss_cls: 0.0705, s1.acc: 94.9203, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1115, s2.loss_cls: 0.0354, s2.acc: 94.7027, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0522, loss: 1.0581 +2024-03-12 16:03:45,178 - mmdet - INFO - Epoch [24][3350/7330] lr: 4.612e-06, eta: 1 day, 16:42:40, time: 1.553, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1515, s0.acc: 94.7087, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2284, s1.loss_cls: 0.0718, s1.acc: 94.8883, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1127, s2.loss_cls: 0.0352, s2.acc: 94.9442, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0526, loss: 1.0612 +2024-03-12 16:05:02,693 - mmdet - INFO - Epoch [24][3400/7330] lr: 4.612e-06, eta: 1 day, 16:41:19, time: 1.550, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1498, s0.acc: 94.7539, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2261, s1.loss_cls: 0.0709, s1.acc: 94.7900, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1127, s2.loss_cls: 0.0352, s2.acc: 94.7118, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0531, loss: 1.0565 +2024-03-12 16:06:21,845 - mmdet - INFO - Epoch [24][3450/7330] lr: 4.612e-06, eta: 1 day, 16:39:59, time: 1.583, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1590, s0.acc: 94.3748, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2300, s1.loss_cls: 0.0757, s1.acc: 94.5244, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1139, s2.loss_cls: 0.0375, s2.acc: 94.3744, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0536, loss: 1.0829 +2024-03-12 16:07:40,197 - mmdet - INFO - Epoch [24][3500/7330] lr: 4.612e-06, eta: 1 day, 16:38:38, time: 1.567, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1494, s0.acc: 94.7927, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2271, s1.loss_cls: 0.0700, s1.acc: 94.9818, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1126, s2.loss_cls: 0.0350, s2.acc: 94.8707, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0532, loss: 1.0464 +2024-03-12 16:08:54,891 - mmdet - INFO - Epoch [24][3550/7330] lr: 4.612e-06, eta: 1 day, 16:37:16, time: 1.494, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1487, s0.acc: 94.8003, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2221, s1.loss_cls: 0.0696, s1.acc: 95.0261, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1094, s2.loss_cls: 0.0349, s2.acc: 94.8478, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0512, loss: 1.0323 +2024-03-12 16:10:18,014 - mmdet - INFO - Epoch [24][3600/7330] lr: 4.612e-06, eta: 1 day, 16:35:58, time: 1.662, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1579, s0.acc: 94.5173, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2299, s1.loss_cls: 0.0750, s1.acc: 94.5971, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1144, s2.loss_cls: 0.0372, s2.acc: 94.4479, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0541, loss: 1.0880 +2024-03-12 16:11:33,622 - mmdet - INFO - Epoch [24][3650/7330] lr: 4.612e-06, eta: 1 day, 16:34:36, time: 1.512, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1551, s0.acc: 94.7458, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2235, s1.loss_cls: 0.0739, s1.acc: 94.7866, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1101, s2.loss_cls: 0.0363, s2.acc: 94.7576, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0522, loss: 1.0506 +2024-03-12 16:12:52,310 - mmdet - INFO - Epoch [24][3700/7330] lr: 4.612e-06, eta: 1 day, 16:33:16, time: 1.574, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1489, s0.acc: 94.8198, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2264, s1.loss_cls: 0.0702, s1.acc: 95.0023, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1107, s2.loss_cls: 0.0345, s2.acc: 95.0208, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0522, loss: 1.0316 +2024-03-12 16:14:09,686 - mmdet - INFO - Epoch [24][3750/7330] lr: 4.612e-06, eta: 1 day, 16:31:55, time: 1.548, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1471, s0.acc: 94.8054, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2259, s1.loss_cls: 0.0697, s1.acc: 95.0433, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1119, s2.loss_cls: 0.0345, s2.acc: 94.8982, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0529, loss: 1.0431 +2024-03-12 16:15:23,944 - mmdet - INFO - Epoch [24][3800/7330] lr: 4.612e-06, eta: 1 day, 16:30:33, time: 1.485, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1454, s0.acc: 94.9146, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2240, s1.loss_cls: 0.0679, s1.acc: 95.1076, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1103, s2.loss_cls: 0.0339, s2.acc: 94.9853, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0521, loss: 1.0384 +2024-03-12 16:16:45,683 - mmdet - INFO - Epoch [24][3850/7330] lr: 4.612e-06, eta: 1 day, 16:29:14, time: 1.635, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1599, s0.acc: 94.4900, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2288, s1.loss_cls: 0.0768, s1.acc: 94.5509, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1129, s2.loss_cls: 0.0381, s2.acc: 94.4465, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0530, loss: 1.0840 +2024-03-12 16:18:07,502 - mmdet - INFO - Epoch [24][3900/7330] lr: 4.612e-06, eta: 1 day, 16:27:55, time: 1.636, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1405, s0.acc: 94.9836, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2253, s1.loss_cls: 0.0668, s1.acc: 95.0764, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1119, s2.loss_cls: 0.0338, s2.acc: 94.8761, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0527, loss: 1.0291 +2024-03-12 16:19:26,055 - mmdet - INFO - Epoch [24][3950/7330] lr: 4.612e-06, eta: 1 day, 16:26:35, time: 1.571, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1580, s0.acc: 94.4746, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2329, s1.loss_cls: 0.0752, s1.acc: 94.6267, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1151, s2.loss_cls: 0.0372, s2.acc: 94.4997, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0542, loss: 1.0948 +2024-03-12 16:20:47,293 - mmdet - INFO - Epoch [24][4000/7330] lr: 4.612e-06, eta: 1 day, 16:25:16, time: 1.625, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1543, s0.acc: 94.5459, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2347, s1.loss_cls: 0.0732, s1.acc: 94.6959, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1151, s2.loss_cls: 0.0362, s2.acc: 94.5841, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0541, loss: 1.0871 +2024-03-12 16:22:11,195 - mmdet - INFO - Epoch [24][4050/7330] lr: 4.612e-06, eta: 1 day, 16:23:59, time: 1.678, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1501, s0.acc: 94.7847, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2218, s1.loss_cls: 0.0708, s1.acc: 95.0255, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1102, s2.loss_cls: 0.0348, s2.acc: 94.8940, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0517, loss: 1.0409 +2024-03-12 16:23:35,071 - mmdet - INFO - Epoch [24][4100/7330] lr: 4.612e-06, eta: 1 day, 16:22:41, time: 1.678, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1528, s0.acc: 94.6987, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2245, s1.loss_cls: 0.0715, s1.acc: 94.9568, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1114, s2.loss_cls: 0.0360, s2.acc: 94.7110, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0525, loss: 1.0581 +2024-03-12 16:24:53,630 - mmdet - INFO - Epoch [24][4150/7330] lr: 4.612e-06, eta: 1 day, 16:21:21, time: 1.571, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1531, s0.acc: 94.7244, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2248, s1.loss_cls: 0.0728, s1.acc: 94.8202, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1115, s2.loss_cls: 0.0360, s2.acc: 94.6897, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0526, loss: 1.0605 +2024-03-12 16:26:13,196 - mmdet - INFO - Epoch [24][4200/7330] lr: 4.612e-06, eta: 1 day, 16:20:01, time: 1.591, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1474, s0.acc: 95.0005, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2245, s1.loss_cls: 0.0686, s1.acc: 95.1932, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1111, s2.loss_cls: 0.0343, s2.acc: 95.0277, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0525, loss: 1.0334 +2024-03-12 16:27:38,147 - mmdet - INFO - Epoch [24][4250/7330] lr: 4.612e-06, eta: 1 day, 16:18:44, time: 1.699, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1571, s0.acc: 94.6646, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2259, s1.loss_cls: 0.0752, s1.acc: 94.7972, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1106, s2.loss_cls: 0.0367, s2.acc: 94.7692, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0519, loss: 1.0623 +2024-03-12 16:29:00,782 - mmdet - INFO - Epoch [24][4300/7330] lr: 4.612e-06, eta: 1 day, 16:17:26, time: 1.653, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1539, s0.acc: 94.5754, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2230, s1.loss_cls: 0.0727, s1.acc: 94.8003, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1109, s2.loss_cls: 0.0363, s2.acc: 94.6807, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0524, loss: 1.0652 +2024-03-12 16:30:20,747 - mmdet - INFO - Epoch [24][4350/7330] lr: 4.612e-06, eta: 1 day, 16:16:06, time: 1.599, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1530, s0.acc: 94.6819, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2291, s1.loss_cls: 0.0726, s1.acc: 94.7913, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1128, s2.loss_cls: 0.0366, s2.acc: 94.5699, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0531, loss: 1.0648 +2024-03-12 16:31:38,498 - mmdet - INFO - Epoch [24][4400/7330] lr: 4.612e-06, eta: 1 day, 16:14:46, time: 1.555, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1550, s0.acc: 94.6533, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2317, s1.loss_cls: 0.0732, s1.acc: 94.7987, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1130, s2.loss_cls: 0.0365, s2.acc: 94.6313, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0534, loss: 1.0755 +2024-03-12 16:32:59,060 - mmdet - INFO - Epoch [24][4450/7330] lr: 4.612e-06, eta: 1 day, 16:13:26, time: 1.611, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1453, s0.acc: 94.9546, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2279, s1.loss_cls: 0.0680, s1.acc: 95.1657, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1120, s2.loss_cls: 0.0335, s2.acc: 95.1280, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0526, loss: 1.0368 +2024-03-12 16:34:21,937 - mmdet - INFO - Epoch [24][4500/7330] lr: 4.612e-06, eta: 1 day, 16:12:08, time: 1.657, data_time: 0.118, memory: 23149, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1374, s0.acc: 95.1982, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2177, s1.loss_cls: 0.0633, s1.acc: 95.4363, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1078, s2.loss_cls: 0.0320, s2.acc: 95.3065, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0512, loss: 0.9955 +2024-03-12 16:35:44,730 - mmdet - INFO - Epoch [24][4550/7330] lr: 4.612e-06, eta: 1 day, 16:10:50, time: 1.656, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1433, s0.acc: 94.9673, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2303, s1.loss_cls: 0.0682, s1.acc: 95.1482, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1135, s2.loss_cls: 0.0339, s2.acc: 94.9583, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0530, loss: 1.0317 +2024-03-12 16:37:02,746 - mmdet - INFO - Epoch [24][4600/7330] lr: 4.612e-06, eta: 1 day, 16:09:30, time: 1.560, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1454, s0.acc: 94.9915, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2279, s1.loss_cls: 0.0680, s1.acc: 95.1778, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1123, s2.loss_cls: 0.0339, s2.acc: 95.0828, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0531, loss: 1.0367 +2024-03-12 16:38:25,961 - mmdet - INFO - Epoch [24][4650/7330] lr: 4.612e-06, eta: 1 day, 16:08:12, time: 1.664, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1478, s0.acc: 94.8638, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2235, s1.loss_cls: 0.0701, s1.acc: 95.0183, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1105, s2.loss_cls: 0.0347, s2.acc: 94.9550, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0524, loss: 1.0395 +2024-03-12 16:39:47,833 - mmdet - INFO - Epoch [24][4700/7330] lr: 4.612e-06, eta: 1 day, 16:06:53, time: 1.637, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1505, s0.acc: 94.7915, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2287, s1.loss_cls: 0.0711, s1.acc: 94.9463, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1116, s2.loss_cls: 0.0355, s2.acc: 94.8303, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0528, loss: 1.0575 +2024-03-12 16:41:05,859 - mmdet - INFO - Epoch [24][4750/7330] lr: 4.612e-06, eta: 1 day, 16:05:33, time: 1.561, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1478, s0.acc: 94.7239, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2349, s1.loss_cls: 0.0706, s1.acc: 94.8278, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1159, s2.loss_cls: 0.0355, s2.acc: 94.6336, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0543, loss: 1.0704 +2024-03-12 16:42:23,247 - mmdet - INFO - Epoch [24][4800/7330] lr: 4.612e-06, eta: 1 day, 16:04:12, time: 1.548, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1479, s0.acc: 94.8718, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2261, s1.loss_cls: 0.0704, s1.acc: 94.9633, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1104, s2.loss_cls: 0.0351, s2.acc: 94.8748, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0520, loss: 1.0437 +2024-03-12 16:43:42,395 - mmdet - INFO - Epoch [24][4850/7330] lr: 4.612e-06, eta: 1 day, 16:02:52, time: 1.583, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1481, s0.acc: 94.9287, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2208, s1.loss_cls: 0.0707, s1.acc: 95.0287, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1087, s2.loss_cls: 0.0345, s2.acc: 95.0297, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0510, loss: 1.0194 +2024-03-12 16:44:58,214 - mmdet - INFO - Epoch [24][4900/7330] lr: 4.612e-06, eta: 1 day, 16:01:30, time: 1.516, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1549, s0.acc: 94.7637, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2273, s1.loss_cls: 0.0721, s1.acc: 95.0273, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1125, s2.loss_cls: 0.0357, s2.acc: 94.8837, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0535, loss: 1.0544 +2024-03-12 16:46:17,293 - mmdet - INFO - Epoch [24][4950/7330] lr: 4.612e-06, eta: 1 day, 16:00:10, time: 1.582, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1536, s0.acc: 94.5920, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2327, s1.loss_cls: 0.0719, s1.acc: 94.7467, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1157, s2.loss_cls: 0.0359, s2.acc: 94.6332, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0546, loss: 1.0867 +2024-03-12 16:47:38,470 - mmdet - INFO - Epoch [24][5000/7330] lr: 4.612e-06, eta: 1 day, 15:58:51, time: 1.624, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1526, s0.acc: 94.6145, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2300, s1.loss_cls: 0.0716, s1.acc: 94.8660, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1125, s2.loss_cls: 0.0353, s2.acc: 94.6998, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0528, loss: 1.0587 +2024-03-12 16:48:51,817 - mmdet - INFO - Epoch [24][5050/7330] lr: 4.612e-06, eta: 1 day, 15:57:28, time: 1.467, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1385, s0.acc: 95.1472, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2127, s1.loss_cls: 0.0644, s1.acc: 95.3879, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1056, s2.loss_cls: 0.0320, s2.acc: 95.2687, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0498, loss: 0.9799 +2024-03-12 16:50:15,203 - mmdet - INFO - Epoch [24][5100/7330] lr: 4.612e-06, eta: 1 day, 15:56:10, time: 1.668, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1535, s0.acc: 94.6665, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2280, s1.loss_cls: 0.0725, s1.acc: 94.7965, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1132, s2.loss_cls: 0.0364, s2.acc: 94.5762, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0534, loss: 1.0713 +2024-03-12 16:51:37,980 - mmdet - INFO - Epoch [24][5150/7330] lr: 4.612e-06, eta: 1 day, 15:54:52, time: 1.655, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1482, s0.acc: 94.7573, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2243, s1.loss_cls: 0.0709, s1.acc: 94.9036, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1103, s2.loss_cls: 0.0357, s2.acc: 94.7711, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0519, loss: 1.0476 +2024-03-12 16:52:56,982 - mmdet - INFO - Epoch [24][5200/7330] lr: 4.612e-06, eta: 1 day, 15:53:32, time: 1.580, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1510, s0.acc: 94.7383, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2198, s1.loss_cls: 0.0700, s1.acc: 94.9785, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1084, s2.loss_cls: 0.0352, s2.acc: 94.8323, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0512, loss: 1.0457 +2024-03-12 16:54:12,959 - mmdet - INFO - Epoch [24][5250/7330] lr: 4.612e-06, eta: 1 day, 15:52:10, time: 1.520, data_time: 0.106, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1496, s0.acc: 94.8345, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2285, s1.loss_cls: 0.0698, s1.acc: 95.1117, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1125, s2.loss_cls: 0.0346, s2.acc: 95.0053, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0531, loss: 1.0410 +2024-03-12 16:55:32,408 - mmdet - INFO - Epoch [24][5300/7330] lr: 4.612e-06, eta: 1 day, 15:50:51, time: 1.589, data_time: 0.198, memory: 23149, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1489, s0.acc: 94.7949, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2246, s1.loss_cls: 0.0700, s1.acc: 94.9643, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1106, s2.loss_cls: 0.0347, s2.acc: 94.8422, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0521, loss: 1.0295 +2024-03-12 16:56:55,585 - mmdet - INFO - Epoch [24][5350/7330] lr: 4.612e-06, eta: 1 day, 15:49:33, time: 1.664, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1677, s0.acc: 94.3071, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2270, s1.loss_cls: 0.0794, s1.acc: 94.4877, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1129, s2.loss_cls: 0.0394, s2.acc: 94.3675, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0535, loss: 1.0997 +2024-03-12 16:58:16,022 - mmdet - INFO - Epoch [24][5400/7330] lr: 4.612e-06, eta: 1 day, 15:48:13, time: 1.609, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1670, s0.acc: 94.2839, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2295, s1.loss_cls: 0.0790, s1.acc: 94.4668, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1133, s2.loss_cls: 0.0394, s2.acc: 94.3250, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0534, loss: 1.1148 +2024-03-12 16:59:35,535 - mmdet - INFO - Epoch [24][5450/7330] lr: 4.612e-06, eta: 1 day, 15:46:54, time: 1.590, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1489, s0.acc: 94.8687, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2240, s1.loss_cls: 0.0709, s1.acc: 95.0613, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1105, s2.loss_cls: 0.0351, s2.acc: 94.9255, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0519, loss: 1.0426 +2024-03-12 17:00:55,633 - mmdet - INFO - Epoch [24][5500/7330] lr: 4.612e-06, eta: 1 day, 15:45:34, time: 1.602, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1519, s0.acc: 94.7466, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2286, s1.loss_cls: 0.0717, s1.acc: 94.9659, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1133, s2.loss_cls: 0.0356, s2.acc: 94.9105, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0530, loss: 1.0580 +2024-03-12 17:02:16,097 - mmdet - INFO - Epoch [24][5550/7330] lr: 4.612e-06, eta: 1 day, 15:44:15, time: 1.609, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1540, s0.acc: 94.5969, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2302, s1.loss_cls: 0.0733, s1.acc: 94.7665, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1120, s2.loss_cls: 0.0366, s2.acc: 94.6003, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0526, loss: 1.0713 +2024-03-12 17:03:37,095 - mmdet - INFO - Epoch [24][5600/7330] lr: 4.612e-06, eta: 1 day, 15:42:56, time: 1.620, data_time: 0.217, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1525, s0.acc: 94.6970, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2262, s1.loss_cls: 0.0716, s1.acc: 94.9853, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1114, s2.loss_cls: 0.0356, s2.acc: 94.8196, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0525, loss: 1.0639 +2024-03-12 17:04:56,528 - mmdet - INFO - Epoch [24][5650/7330] lr: 4.612e-06, eta: 1 day, 15:41:36, time: 1.589, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1469, s0.acc: 94.9119, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2246, s1.loss_cls: 0.0687, s1.acc: 95.1431, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1115, s2.loss_cls: 0.0341, s2.acc: 95.0071, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0532, loss: 1.0468 +2024-03-12 17:06:18,819 - mmdet - INFO - Epoch [24][5700/7330] lr: 4.612e-06, eta: 1 day, 15:40:17, time: 1.646, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1559, s0.acc: 94.5537, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2287, s1.loss_cls: 0.0738, s1.acc: 94.7493, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1123, s2.loss_cls: 0.0369, s2.acc: 94.6304, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0531, loss: 1.0798 +2024-03-12 17:07:41,347 - mmdet - INFO - Epoch [24][5750/7330] lr: 4.612e-06, eta: 1 day, 15:38:59, time: 1.650, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1456, s0.acc: 94.8015, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2280, s1.loss_cls: 0.0684, s1.acc: 94.9872, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1140, s2.loss_cls: 0.0348, s2.acc: 94.8757, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0537, loss: 1.0517 +2024-03-12 17:09:00,817 - mmdet - INFO - Epoch [24][5800/7330] lr: 4.612e-06, eta: 1 day, 15:37:39, time: 1.589, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1576, s0.acc: 94.5637, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2246, s1.loss_cls: 0.0754, s1.acc: 94.6884, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1110, s2.loss_cls: 0.0380, s2.acc: 94.4786, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0528, loss: 1.0711 +2024-03-12 17:10:19,702 - mmdet - INFO - Epoch [24][5850/7330] lr: 4.612e-06, eta: 1 day, 15:36:19, time: 1.578, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1463, s0.acc: 94.8252, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2273, s1.loss_cls: 0.0692, s1.acc: 95.0024, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1124, s2.loss_cls: 0.0349, s2.acc: 94.8199, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0526, loss: 1.0444 +2024-03-12 17:11:41,224 - mmdet - INFO - Epoch [24][5900/7330] lr: 4.612e-06, eta: 1 day, 15:35:00, time: 1.630, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1474, s0.acc: 94.8643, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2284, s1.loss_cls: 0.0683, s1.acc: 95.0600, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1137, s2.loss_cls: 0.0341, s2.acc: 94.9651, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0537, loss: 1.0441 +2024-03-12 17:13:02,033 - mmdet - INFO - Epoch [24][5950/7330] lr: 4.612e-06, eta: 1 day, 15:33:41, time: 1.616, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1392, s0.acc: 95.0142, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2281, s1.loss_cls: 0.0652, s1.acc: 95.2498, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1119, s2.loss_cls: 0.0327, s2.acc: 94.9770, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0526, loss: 1.0320 +2024-03-12 17:14:23,107 - mmdet - INFO - Epoch [24][6000/7330] lr: 4.612e-06, eta: 1 day, 15:32:22, time: 1.621, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1576, s0.acc: 94.5457, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2282, s1.loss_cls: 0.0751, s1.acc: 94.7391, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1127, s2.loss_cls: 0.0378, s2.acc: 94.5678, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0528, loss: 1.0692 +2024-03-12 17:15:40,056 - mmdet - INFO - Epoch [24][6050/7330] lr: 4.612e-06, eta: 1 day, 15:31:01, time: 1.539, data_time: 0.106, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1472, s0.acc: 94.7720, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2316, s1.loss_cls: 0.0690, s1.acc: 94.9872, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1151, s2.loss_cls: 0.0342, s2.acc: 94.8913, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0544, loss: 1.0618 +2024-03-12 17:16:55,285 - mmdet - INFO - Epoch [24][6100/7330] lr: 4.612e-06, eta: 1 day, 15:29:39, time: 1.505, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1457, s0.acc: 94.8430, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2231, s1.loss_cls: 0.0683, s1.acc: 95.0562, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1103, s2.loss_cls: 0.0345, s2.acc: 94.9273, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0522, loss: 1.0444 +2024-03-12 17:18:13,214 - mmdet - INFO - Epoch [24][6150/7330] lr: 4.612e-06, eta: 1 day, 15:28:19, time: 1.559, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1532, s0.acc: 94.6929, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2316, s1.loss_cls: 0.0720, s1.acc: 94.8344, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1138, s2.loss_cls: 0.0357, s2.acc: 94.6742, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0534, loss: 1.0654 +2024-03-12 17:19:30,035 - mmdet - INFO - Epoch [24][6200/7330] lr: 4.612e-06, eta: 1 day, 15:26:57, time: 1.536, data_time: 0.195, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1425, s0.acc: 95.0386, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2202, s1.loss_cls: 0.0674, s1.acc: 95.1470, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1088, s2.loss_cls: 0.0339, s2.acc: 94.9442, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0516, loss: 1.0188 +2024-03-12 17:20:49,079 - mmdet - INFO - Epoch [24][6250/7330] lr: 4.612e-06, eta: 1 day, 15:25:37, time: 1.581, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1515, s0.acc: 94.7468, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2264, s1.loss_cls: 0.0715, s1.acc: 94.9465, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1118, s2.loss_cls: 0.0357, s2.acc: 94.7827, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0530, loss: 1.0475 +2024-03-12 17:22:12,531 - mmdet - INFO - Epoch [24][6300/7330] lr: 4.612e-06, eta: 1 day, 15:24:20, time: 1.669, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1565, s0.acc: 94.5322, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2271, s1.loss_cls: 0.0742, s1.acc: 94.6826, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1109, s2.loss_cls: 0.0371, s2.acc: 94.5942, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0517, loss: 1.0724 +2024-03-12 17:23:28,018 - mmdet - INFO - Epoch [24][6350/7330] lr: 4.612e-06, eta: 1 day, 15:22:58, time: 1.510, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1534, s0.acc: 94.6787, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2308, s1.loss_cls: 0.0719, s1.acc: 94.8852, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1126, s2.loss_cls: 0.0356, s2.acc: 94.7593, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0529, loss: 1.0710 +2024-03-12 17:24:51,339 - mmdet - INFO - Epoch [24][6400/7330] lr: 4.612e-06, eta: 1 day, 15:21:40, time: 1.666, data_time: 0.207, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1450, s0.acc: 94.9561, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2323, s1.loss_cls: 0.0683, s1.acc: 95.1632, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1152, s2.loss_cls: 0.0341, s2.acc: 94.9793, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0545, loss: 1.0429 +2024-03-12 17:26:06,185 - mmdet - INFO - Epoch [24][6450/7330] lr: 4.612e-06, eta: 1 day, 15:20:18, time: 1.497, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1590, s0.acc: 94.4536, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2276, s1.loss_cls: 0.0759, s1.acc: 94.5672, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1119, s2.loss_cls: 0.0378, s2.acc: 94.5035, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0526, loss: 1.0836 +2024-03-12 17:27:27,346 - mmdet - INFO - Epoch [24][6500/7330] lr: 4.612e-06, eta: 1 day, 15:18:59, time: 1.623, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1510, s0.acc: 94.7695, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2292, s1.loss_cls: 0.0711, s1.acc: 95.0122, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1133, s2.loss_cls: 0.0358, s2.acc: 94.7330, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0539, loss: 1.0576 +2024-03-12 17:28:45,180 - mmdet - INFO - Epoch [24][6550/7330] lr: 4.612e-06, eta: 1 day, 15:17:38, time: 1.557, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1569, s0.acc: 94.6116, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2307, s1.loss_cls: 0.0735, s1.acc: 94.8158, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1117, s2.loss_cls: 0.0361, s2.acc: 94.7272, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0518, loss: 1.0712 +2024-03-12 17:30:04,085 - mmdet - INFO - Epoch [24][6600/7330] lr: 4.612e-06, eta: 1 day, 15:16:18, time: 1.578, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1593, s0.acc: 94.5457, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2327, s1.loss_cls: 0.0745, s1.acc: 94.7181, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1144, s2.loss_cls: 0.0372, s2.acc: 94.5932, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0536, loss: 1.0843 +2024-03-12 17:31:22,492 - mmdet - INFO - Epoch [24][6650/7330] lr: 4.612e-06, eta: 1 day, 15:14:58, time: 1.568, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1445, s0.acc: 94.9878, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2250, s1.loss_cls: 0.0669, s1.acc: 95.2459, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1114, s2.loss_cls: 0.0330, s2.acc: 95.0973, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0524, loss: 1.0266 +2024-03-12 17:32:40,096 - mmdet - INFO - Epoch [24][6700/7330] lr: 4.612e-06, eta: 1 day, 15:13:37, time: 1.552, data_time: 0.121, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1461, s0.acc: 94.9197, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2284, s1.loss_cls: 0.0694, s1.acc: 95.1268, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1122, s2.loss_cls: 0.0347, s2.acc: 94.9554, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0526, loss: 1.0477 +2024-03-12 17:33:58,432 - mmdet - INFO - Epoch [24][6750/7330] lr: 4.612e-06, eta: 1 day, 15:12:16, time: 1.567, data_time: 0.222, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1532, s0.acc: 94.7107, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2332, s1.loss_cls: 0.0712, s1.acc: 94.9778, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1140, s2.loss_cls: 0.0355, s2.acc: 94.9087, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0539, loss: 1.0650 +2024-03-12 17:35:20,474 - mmdet - INFO - Epoch [24][6800/7330] lr: 4.612e-06, eta: 1 day, 15:10:58, time: 1.641, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1519, s0.acc: 94.7803, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2261, s1.loss_cls: 0.0712, s1.acc: 95.0160, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1105, s2.loss_cls: 0.0357, s2.acc: 94.8805, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0521, loss: 1.0493 +2024-03-12 17:36:40,533 - mmdet - INFO - Epoch [24][6850/7330] lr: 4.612e-06, eta: 1 day, 15:09:38, time: 1.601, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1459, s0.acc: 95.0115, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2298, s1.loss_cls: 0.0695, s1.acc: 95.1406, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1137, s2.loss_cls: 0.0346, s2.acc: 95.1033, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0538, loss: 1.0370 +2024-03-12 17:38:01,523 - mmdet - INFO - Epoch [24][6900/7330] lr: 4.612e-06, eta: 1 day, 15:08:19, time: 1.620, data_time: 0.117, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1664, s0.acc: 94.3325, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2290, s1.loss_cls: 0.0793, s1.acc: 94.4306, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1133, s2.loss_cls: 0.0395, s2.acc: 94.2756, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0529, loss: 1.1002 +2024-03-12 17:39:25,602 - mmdet - INFO - Epoch [24][6950/7330] lr: 4.612e-06, eta: 1 day, 15:07:02, time: 1.682, data_time: 0.203, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1471, s0.acc: 94.8872, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2209, s1.loss_cls: 0.0702, s1.acc: 95.0363, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1098, s2.loss_cls: 0.0349, s2.acc: 94.8893, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0519, loss: 1.0261 +2024-03-12 17:40:42,411 - mmdet - INFO - Epoch [24][7000/7330] lr: 4.612e-06, eta: 1 day, 15:05:41, time: 1.536, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1481, s0.acc: 94.8147, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2308, s1.loss_cls: 0.0707, s1.acc: 94.9612, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1127, s2.loss_cls: 0.0355, s2.acc: 94.7794, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0532, loss: 1.0527 +2024-03-12 17:42:03,479 - mmdet - INFO - Epoch [24][7050/7330] lr: 4.612e-06, eta: 1 day, 15:04:22, time: 1.621, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1620, s0.acc: 94.3130, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2251, s1.loss_cls: 0.0781, s1.acc: 94.4524, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1111, s2.loss_cls: 0.0389, s2.acc: 94.3582, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0522, loss: 1.1007 +2024-03-12 17:43:22,623 - mmdet - INFO - Epoch [24][7100/7330] lr: 4.612e-06, eta: 1 day, 15:03:02, time: 1.583, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1517, s0.acc: 94.6855, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2333, s1.loss_cls: 0.0721, s1.acc: 94.7733, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1152, s2.loss_cls: 0.0362, s2.acc: 94.6389, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0539, loss: 1.0759 +2024-03-12 17:44:47,028 - mmdet - INFO - Epoch [24][7150/7330] lr: 4.612e-06, eta: 1 day, 15:01:44, time: 1.688, data_time: 0.239, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1516, s0.acc: 94.6340, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2278, s1.loss_cls: 0.0711, s1.acc: 94.8195, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1116, s2.loss_cls: 0.0350, s2.acc: 94.7424, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0526, loss: 1.0696 +2024-03-12 17:46:05,986 - mmdet - INFO - Epoch [24][7200/7330] lr: 4.612e-06, eta: 1 day, 15:00:24, time: 1.579, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1514, s0.acc: 94.7844, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2238, s1.loss_cls: 0.0715, s1.acc: 94.9322, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1099, s2.loss_cls: 0.0356, s2.acc: 94.8166, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0518, loss: 1.0423 +2024-03-12 17:47:25,489 - mmdet - INFO - Epoch [24][7250/7330] lr: 4.612e-06, eta: 1 day, 14:59:04, time: 1.590, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1541, s0.acc: 94.7517, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2287, s1.loss_cls: 0.0730, s1.acc: 94.8599, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1135, s2.loss_cls: 0.0362, s2.acc: 94.8297, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0534, loss: 1.0688 +2024-03-12 17:48:42,959 - mmdet - INFO - Epoch [24][7300/7330] lr: 4.612e-06, eta: 1 day, 14:57:44, time: 1.549, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1548, s0.acc: 94.6003, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2232, s1.loss_cls: 0.0738, s1.acc: 94.7374, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1111, s2.loss_cls: 0.0367, s2.acc: 94.5687, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0521, loss: 1.0507 +2024-03-12 17:49:24,085 - mmdet - INFO - Saving checkpoint at 24 epochs +2024-03-12 17:56:16,287 - mmdet - INFO - Evaluating bbox... +2024-03-12 17:56:50,832 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.487 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.672 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.531 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.316 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.526 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.621 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.627 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.627 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.627 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.437 + 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 ] = 0.778 + +2024-03-12 17:56:50,832 - mmdet - INFO - Evaluating segm... +2024-03-12 17:57:26,718 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.423 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.647 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.459 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.230 + 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 ] = 0.605 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.550 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.550 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.550 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.362 + 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 ] = 0.704 + +2024-03-12 17:57:27,327 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-12 17:57:27,330 - mmdet - INFO - Epoch(val) [24][1250] bbox_mAP: 0.4870, bbox_mAP_50: 0.6720, bbox_mAP_75: 0.5310, bbox_mAP_s: 0.3160, bbox_mAP_m: 0.5260, bbox_mAP_l: 0.6210, bbox_mAP_copypaste: 0.487 0.672 0.531 0.316 0.526 0.621, segm_mAP: 0.4230, segm_mAP_50: 0.6470, segm_mAP_75: 0.4590, segm_mAP_s: 0.2300, segm_mAP_m: 0.4580, segm_mAP_l: 0.6050, segm_mAP_copypaste: 0.423 0.647 0.459 0.230 0.458 0.605 +2024-03-12 17:58:48,919 - mmdet - INFO - Epoch [25][50/7330] lr: 4.612e-06, eta: 1 day, 14:55:13, time: 1.629, data_time: 0.233, memory: 23149, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1376, s0.acc: 95.1965, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2179, s1.loss_cls: 0.0647, s1.acc: 95.3830, s1.loss_bbox: 0.0914, s1.loss_mask: 0.1069, s2.loss_cls: 0.0325, s2.acc: 95.1618, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0508, loss: 0.9838 +2024-03-12 18:00:06,434 - mmdet - INFO - Epoch [25][100/7330] lr: 4.612e-06, eta: 1 day, 14:53:52, time: 1.550, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1428, s0.acc: 95.0916, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2234, s1.loss_cls: 0.0670, s1.acc: 95.2294, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1105, s2.loss_cls: 0.0331, s2.acc: 95.2319, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0524, loss: 1.0119 +2024-03-12 18:01:25,651 - mmdet - INFO - Epoch [25][150/7330] lr: 4.612e-06, eta: 1 day, 14:52:32, time: 1.584, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1504, s0.acc: 94.8010, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2221, s1.loss_cls: 0.0712, s1.acc: 94.9650, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1088, s2.loss_cls: 0.0359, s2.acc: 94.8409, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0515, loss: 1.0343 +2024-03-12 18:02:46,984 - mmdet - INFO - Epoch [25][200/7330] lr: 4.612e-06, eta: 1 day, 14:51:14, time: 1.627, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1446, s0.acc: 94.8508, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2260, s1.loss_cls: 0.0694, s1.acc: 94.9584, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1113, s2.loss_cls: 0.0348, s2.acc: 94.8845, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0525, loss: 1.0452 +2024-03-12 18:04:09,136 - mmdet - INFO - Epoch [25][250/7330] lr: 4.612e-06, eta: 1 day, 14:49:55, time: 1.643, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1438, s0.acc: 94.8679, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2268, s1.loss_cls: 0.0682, s1.acc: 95.0145, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1110, s2.loss_cls: 0.0340, s2.acc: 94.9845, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0525, loss: 1.0397 +2024-03-12 18:05:33,172 - mmdet - INFO - Epoch [25][300/7330] lr: 4.612e-06, eta: 1 day, 14:48:38, time: 1.681, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1548, s0.acc: 94.6082, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2265, s1.loss_cls: 0.0726, s1.acc: 94.8641, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1121, s2.loss_cls: 0.0365, s2.acc: 94.6424, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0528, loss: 1.0837 +2024-03-12 18:06:49,687 - mmdet - INFO - Epoch [25][350/7330] lr: 4.612e-06, eta: 1 day, 14:47:16, time: 1.530, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1475, s0.acc: 94.7590, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2272, s1.loss_cls: 0.0687, s1.acc: 95.0248, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1121, s2.loss_cls: 0.0339, s2.acc: 94.8792, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0530, loss: 1.0492 +2024-03-12 18:08:10,702 - mmdet - INFO - Epoch [25][400/7330] lr: 4.612e-06, eta: 1 day, 14:45:57, time: 1.621, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1372, s0.acc: 95.0994, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2201, s1.loss_cls: 0.0648, s1.acc: 95.2637, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1082, s2.loss_cls: 0.0323, s2.acc: 95.1354, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0508, loss: 1.0011 +2024-03-12 18:09:29,519 - mmdet - INFO - Epoch [25][450/7330] lr: 4.612e-06, eta: 1 day, 14:44:37, time: 1.576, data_time: 0.105, memory: 23149, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1389, s0.acc: 95.0701, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2208, s1.loss_cls: 0.0664, s1.acc: 95.1905, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1086, s2.loss_cls: 0.0332, s2.acc: 95.0564, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0513, loss: 1.0077 +2024-03-12 18:10:49,690 - mmdet - INFO - Epoch [25][500/7330] lr: 4.612e-06, eta: 1 day, 14:43:18, time: 1.603, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1499, s0.acc: 94.8298, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2223, s1.loss_cls: 0.0701, s1.acc: 95.0315, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1103, s2.loss_cls: 0.0352, s2.acc: 94.8456, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0522, loss: 1.0399 +2024-03-12 18:12:11,670 - mmdet - INFO - Epoch [25][550/7330] lr: 4.612e-06, eta: 1 day, 14:41:59, time: 1.639, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1489, s0.acc: 94.7715, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2248, s1.loss_cls: 0.0693, s1.acc: 95.0099, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1112, s2.loss_cls: 0.0349, s2.acc: 94.9255, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0527, loss: 1.0503 +2024-03-12 18:13:29,534 - mmdet - INFO - Epoch [25][600/7330] lr: 4.612e-06, eta: 1 day, 14:40:38, time: 1.557, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1354, s0.acc: 95.2097, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2149, s1.loss_cls: 0.0634, s1.acc: 95.4183, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1060, s2.loss_cls: 0.0316, s2.acc: 95.3439, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0500, loss: 0.9835 +2024-03-12 18:14:50,748 - mmdet - INFO - Epoch [25][650/7330] lr: 4.612e-06, eta: 1 day, 14:39:20, time: 1.624, data_time: 0.198, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1407, s0.acc: 95.0913, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2138, s1.loss_cls: 0.0661, s1.acc: 95.3413, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1071, s2.loss_cls: 0.0327, s2.acc: 95.1986, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0507, loss: 0.9953 +2024-03-12 18:16:10,006 - mmdet - INFO - Epoch [25][700/7330] lr: 4.612e-06, eta: 1 day, 14:38:00, time: 1.585, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1401, s0.acc: 95.0808, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2191, s1.loss_cls: 0.0666, s1.acc: 95.2071, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1082, s2.loss_cls: 0.0330, s2.acc: 95.0072, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0510, loss: 1.0052 +2024-03-12 18:17:28,055 - mmdet - INFO - Epoch [25][750/7330] lr: 4.612e-06, eta: 1 day, 14:36:39, time: 1.561, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1410, s0.acc: 95.0156, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2225, s1.loss_cls: 0.0660, s1.acc: 95.2365, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1090, s2.loss_cls: 0.0331, s2.acc: 95.0607, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0517, loss: 1.0077 +2024-03-12 18:18:47,189 - mmdet - INFO - Epoch [25][800/7330] lr: 4.612e-06, eta: 1 day, 14:35:19, time: 1.583, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1428, s0.acc: 94.9937, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2246, s1.loss_cls: 0.0673, s1.acc: 95.1604, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1123, s2.loss_cls: 0.0337, s2.acc: 94.9683, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0534, loss: 1.0235 +2024-03-12 18:20:09,227 - mmdet - INFO - Epoch [25][850/7330] lr: 4.612e-06, eta: 1 day, 14:34:01, time: 1.641, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1483, s0.acc: 94.7900, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2272, s1.loss_cls: 0.0698, s1.acc: 94.9191, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1126, s2.loss_cls: 0.0349, s2.acc: 94.7450, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0535, loss: 1.0546 +2024-03-12 18:21:27,211 - mmdet - INFO - Epoch [25][900/7330] lr: 4.612e-06, eta: 1 day, 14:32:40, time: 1.560, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1427, s0.acc: 95.0237, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2194, s1.loss_cls: 0.0663, s1.acc: 95.2274, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1102, s2.loss_cls: 0.0335, s2.acc: 95.0454, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0521, loss: 1.0268 +2024-03-12 18:22:48,962 - mmdet - INFO - Epoch [25][950/7330] lr: 4.612e-06, eta: 1 day, 14:31:21, time: 1.635, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1467, s0.acc: 94.9902, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2222, s1.loss_cls: 0.0675, s1.acc: 95.2276, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1094, s2.loss_cls: 0.0334, s2.acc: 95.0952, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0515, loss: 1.0302 +2024-03-12 18:24:08,262 - mmdet - INFO - Epoch [25][1000/7330] lr: 4.612e-06, eta: 1 day, 14:30:02, time: 1.586, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1390, s0.acc: 95.1240, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2160, s1.loss_cls: 0.0647, s1.acc: 95.3702, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1067, s2.loss_cls: 0.0322, s2.acc: 95.2819, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0510, loss: 0.9950 +2024-03-12 18:25:26,275 - mmdet - INFO - Epoch [25][1050/7330] lr: 4.612e-06, eta: 1 day, 14:28:41, time: 1.560, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1456, s0.acc: 94.9377, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2229, s1.loss_cls: 0.0685, s1.acc: 95.1186, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1102, s2.loss_cls: 0.0345, s2.acc: 94.9635, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0515, loss: 1.0261 +2024-03-12 18:26:45,577 - mmdet - INFO - Epoch [25][1100/7330] lr: 4.612e-06, eta: 1 day, 14:27:21, time: 1.586, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1462, s0.acc: 94.8359, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2227, s1.loss_cls: 0.0677, s1.acc: 95.1176, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1103, s2.loss_cls: 0.0337, s2.acc: 94.9554, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0521, loss: 1.0341 +2024-03-12 18:28:02,223 - mmdet - INFO - Epoch [25][1150/7330] lr: 4.612e-06, eta: 1 day, 14:26:00, time: 1.533, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1429, s0.acc: 94.9509, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2202, s1.loss_cls: 0.0668, s1.acc: 95.2060, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1088, s2.loss_cls: 0.0336, s2.acc: 95.0395, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0519, loss: 1.0118 +2024-03-12 18:29:21,524 - mmdet - INFO - Epoch [25][1200/7330] lr: 4.612e-06, eta: 1 day, 14:24:40, time: 1.586, data_time: 0.207, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1499, s0.acc: 94.7510, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2269, s1.loss_cls: 0.0700, s1.acc: 94.9349, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1122, s2.loss_cls: 0.0344, s2.acc: 94.9604, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0533, loss: 1.0457 +2024-03-12 18:30:42,523 - mmdet - INFO - Epoch [25][1250/7330] lr: 4.612e-06, eta: 1 day, 14:23:21, time: 1.620, data_time: 0.198, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1484, s0.acc: 94.8291, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2211, s1.loss_cls: 0.0694, s1.acc: 95.0255, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1091, s2.loss_cls: 0.0343, s2.acc: 94.9430, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0518, loss: 1.0362 +2024-03-12 18:32:04,691 - mmdet - INFO - Epoch [25][1300/7330] lr: 4.612e-06, eta: 1 day, 14:22:03, time: 1.643, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1497, s0.acc: 94.7676, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2246, s1.loss_cls: 0.0701, s1.acc: 95.0627, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1108, s2.loss_cls: 0.0346, s2.acc: 94.9361, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0524, loss: 1.0409 +2024-03-12 18:33:25,100 - mmdet - INFO - Epoch [25][1350/7330] lr: 4.612e-06, eta: 1 day, 14:20:43, time: 1.608, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1522, s0.acc: 94.7759, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2188, s1.loss_cls: 0.0719, s1.acc: 94.9698, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1083, s2.loss_cls: 0.0359, s2.acc: 94.8629, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0510, loss: 1.0313 +2024-03-12 18:34:45,285 - mmdet - INFO - Epoch [25][1400/7330] lr: 4.612e-06, eta: 1 day, 14:19:24, time: 1.604, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1478, s0.acc: 94.8313, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2274, s1.loss_cls: 0.0701, s1.acc: 95.0124, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1123, s2.loss_cls: 0.0348, s2.acc: 94.9879, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0532, loss: 1.0474 +2024-03-12 18:36:04,255 - mmdet - INFO - Epoch [25][1450/7330] lr: 4.612e-06, eta: 1 day, 14:18:04, time: 1.579, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1478, s0.acc: 94.8484, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2227, s1.loss_cls: 0.0697, s1.acc: 94.9837, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1103, s2.loss_cls: 0.0347, s2.acc: 94.8738, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0517, loss: 1.0359 +2024-03-12 18:37:25,365 - mmdet - INFO - Epoch [25][1500/7330] lr: 4.612e-06, eta: 1 day, 14:16:45, time: 1.623, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1529, s0.acc: 94.6118, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2251, s1.loss_cls: 0.0725, s1.acc: 94.7953, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1111, s2.loss_cls: 0.0364, s2.acc: 94.5361, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0525, loss: 1.0655 +2024-03-12 18:38:47,635 - mmdet - INFO - Epoch [25][1550/7330] lr: 4.612e-06, eta: 1 day, 14:15:26, time: 1.645, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1456, s0.acc: 94.8020, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2279, s1.loss_cls: 0.0681, s1.acc: 95.0382, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1127, s2.loss_cls: 0.0335, s2.acc: 95.0277, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0532, loss: 1.0436 +2024-03-12 18:40:01,289 - mmdet - INFO - Epoch [25][1600/7330] lr: 4.612e-06, eta: 1 day, 14:14:04, time: 1.473, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1525, s0.acc: 94.6484, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2262, s1.loss_cls: 0.0714, s1.acc: 94.7951, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1119, s2.loss_cls: 0.0358, s2.acc: 94.6650, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0523, loss: 1.0612 +2024-03-12 18:41:19,975 - mmdet - INFO - Epoch [25][1650/7330] lr: 4.612e-06, eta: 1 day, 14:12:43, time: 1.574, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1524, s0.acc: 94.7043, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2274, s1.loss_cls: 0.0708, s1.acc: 94.9351, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1126, s2.loss_cls: 0.0354, s2.acc: 94.9532, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0532, loss: 1.0640 +2024-03-12 18:42:38,665 - mmdet - INFO - Epoch [25][1700/7330] lr: 4.612e-06, eta: 1 day, 14:11:23, time: 1.574, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1371, s0.acc: 95.1958, s0.loss_bbox: 0.1993, s0.loss_mask: 0.2190, s1.loss_cls: 0.0648, s1.acc: 95.3241, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1081, s2.loss_cls: 0.0327, s2.acc: 95.1934, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0514, loss: 0.9904 +2024-03-12 18:43:57,945 - mmdet - INFO - Epoch [25][1750/7330] lr: 4.612e-06, eta: 1 day, 14:10:03, time: 1.586, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1400, s0.acc: 95.0854, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2274, s1.loss_cls: 0.0676, s1.acc: 95.1376, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1124, s2.loss_cls: 0.0342, s2.acc: 94.9502, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0531, loss: 1.0228 +2024-03-12 18:45:17,533 - mmdet - INFO - Epoch [25][1800/7330] lr: 4.612e-06, eta: 1 day, 14:08:44, time: 1.592, data_time: 0.223, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1466, s0.acc: 94.9744, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2263, s1.loss_cls: 0.0690, s1.acc: 95.0468, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1113, s2.loss_cls: 0.0341, s2.acc: 95.0104, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0525, loss: 1.0268 +2024-03-12 18:46:40,803 - mmdet - INFO - Epoch [25][1850/7330] lr: 4.612e-06, eta: 1 day, 14:07:26, time: 1.665, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1468, s0.acc: 94.8516, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2213, s1.loss_cls: 0.0702, s1.acc: 94.9750, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1083, s2.loss_cls: 0.0345, s2.acc: 94.9156, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0510, loss: 1.0292 +2024-03-12 18:48:00,392 - mmdet - INFO - Epoch [25][1900/7330] lr: 4.612e-06, eta: 1 day, 14:06:06, time: 1.592, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1489, s0.acc: 94.8167, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2311, s1.loss_cls: 0.0703, s1.acc: 94.9772, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1137, s2.loss_cls: 0.0347, s2.acc: 94.9365, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0535, loss: 1.0570 +2024-03-12 18:49:18,694 - mmdet - INFO - Epoch [25][1950/7330] lr: 4.612e-06, eta: 1 day, 14:04:46, time: 1.566, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1401, s0.acc: 95.0510, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2279, s1.loss_cls: 0.0658, s1.acc: 95.2814, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1130, s2.loss_cls: 0.0332, s2.acc: 95.1293, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0532, loss: 1.0255 +2024-03-12 18:50:40,673 - mmdet - INFO - Epoch [25][2000/7330] lr: 4.612e-06, eta: 1 day, 14:03:27, time: 1.640, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1407, s0.acc: 95.0386, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2270, s1.loss_cls: 0.0662, s1.acc: 95.1589, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1124, s2.loss_cls: 0.0329, s2.acc: 95.1090, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0533, loss: 1.0353 +2024-03-12 18:52:00,822 - mmdet - INFO - Epoch [25][2050/7330] lr: 4.612e-06, eta: 1 day, 14:02:07, time: 1.603, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1502, s0.acc: 94.7466, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2296, s1.loss_cls: 0.0714, s1.acc: 94.8885, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1137, s2.loss_cls: 0.0352, s2.acc: 94.8056, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0536, loss: 1.0665 +2024-03-12 18:53:18,941 - mmdet - INFO - Epoch [25][2100/7330] lr: 4.612e-06, eta: 1 day, 14:00:47, time: 1.562, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1501, s0.acc: 94.7405, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2342, s1.loss_cls: 0.0707, s1.acc: 94.9310, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1135, s2.loss_cls: 0.0352, s2.acc: 94.8101, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0531, loss: 1.0580 +2024-03-12 18:54:39,923 - mmdet - INFO - Epoch [25][2150/7330] lr: 4.612e-06, eta: 1 day, 13:59:28, time: 1.620, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1438, s0.acc: 94.9404, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2241, s1.loss_cls: 0.0680, s1.acc: 95.1872, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1113, s2.loss_cls: 0.0345, s2.acc: 94.9217, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0527, loss: 1.0329 +2024-03-12 18:55:58,947 - mmdet - INFO - Epoch [25][2200/7330] lr: 4.612e-06, eta: 1 day, 13:58:08, time: 1.580, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1465, s0.acc: 94.9319, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2169, s1.loss_cls: 0.0696, s1.acc: 95.0645, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1087, s2.loss_cls: 0.0354, s2.acc: 94.8738, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0515, loss: 1.0314 +2024-03-12 18:57:21,055 - mmdet - INFO - Epoch [25][2250/7330] lr: 4.612e-06, eta: 1 day, 13:56:49, time: 1.642, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1493, s0.acc: 94.7468, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2216, s1.loss_cls: 0.0706, s1.acc: 94.8763, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1100, s2.loss_cls: 0.0352, s2.acc: 94.7499, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0521, loss: 1.0405 +2024-03-12 18:58:44,444 - mmdet - INFO - Epoch [25][2300/7330] lr: 4.612e-06, eta: 1 day, 13:55:31, time: 1.668, data_time: 0.212, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1532, s0.acc: 94.6296, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2287, s1.loss_cls: 0.0721, s1.acc: 94.8859, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1132, s2.loss_cls: 0.0360, s2.acc: 94.7095, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0532, loss: 1.0644 +2024-03-12 19:00:02,287 - mmdet - INFO - Epoch [25][2350/7330] lr: 4.612e-06, eta: 1 day, 13:54:11, time: 1.557, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1550, s0.acc: 94.5967, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2292, s1.loss_cls: 0.0739, s1.acc: 94.7579, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1133, s2.loss_cls: 0.0366, s2.acc: 94.6156, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0531, loss: 1.0709 +2024-03-12 19:01:24,898 - mmdet - INFO - Epoch [25][2400/7330] lr: 4.612e-06, eta: 1 day, 13:52:53, time: 1.652, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1496, s0.acc: 94.8274, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2251, s1.loss_cls: 0.0687, s1.acc: 95.1697, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1104, s2.loss_cls: 0.0344, s2.acc: 94.9758, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0523, loss: 1.0404 +2024-03-12 19:02:39,627 - mmdet - INFO - Epoch [25][2450/7330] lr: 4.612e-06, eta: 1 day, 13:51:31, time: 1.495, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1473, s0.acc: 94.8643, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2227, s1.loss_cls: 0.0690, s1.acc: 95.1156, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1105, s2.loss_cls: 0.0344, s2.acc: 94.9133, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0519, loss: 1.0372 +2024-03-12 19:03:56,657 - mmdet - INFO - Epoch [25][2500/7330] lr: 4.612e-06, eta: 1 day, 13:50:10, time: 1.541, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1508, s0.acc: 94.7683, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2245, s1.loss_cls: 0.0711, s1.acc: 94.9276, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1114, s2.loss_cls: 0.0357, s2.acc: 94.7431, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0525, loss: 1.0525 +2024-03-12 19:05:14,922 - mmdet - INFO - Epoch [25][2550/7330] lr: 4.612e-06, eta: 1 day, 13:48:49, time: 1.565, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1426, s0.acc: 95.0486, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2171, s1.loss_cls: 0.0665, s1.acc: 95.2583, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1070, s2.loss_cls: 0.0333, s2.acc: 95.1175, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0504, loss: 1.0065 +2024-03-12 19:06:34,350 - mmdet - INFO - Epoch [25][2600/7330] lr: 4.612e-06, eta: 1 day, 13:47:29, time: 1.589, data_time: 0.195, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1538, s0.acc: 94.5422, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2260, s1.loss_cls: 0.0735, s1.acc: 94.6807, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1107, s2.loss_cls: 0.0368, s2.acc: 94.5630, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0526, loss: 1.0722 +2024-03-12 19:07:51,683 - mmdet - INFO - Epoch [25][2650/7330] lr: 4.612e-06, eta: 1 day, 13:46:09, time: 1.547, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1405, s0.acc: 95.0718, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2169, s1.loss_cls: 0.0679, s1.acc: 95.1280, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1081, s2.loss_cls: 0.0338, s2.acc: 95.0323, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0511, loss: 1.0039 +2024-03-12 19:09:09,113 - mmdet - INFO - Epoch [25][2700/7330] lr: 4.612e-06, eta: 1 day, 13:44:48, time: 1.548, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1474, s0.acc: 94.8083, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2292, s1.loss_cls: 0.0705, s1.acc: 94.9315, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1119, s2.loss_cls: 0.0354, s2.acc: 94.7283, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0525, loss: 1.0409 +2024-03-12 19:10:34,032 - mmdet - INFO - Epoch [25][2750/7330] lr: 4.612e-06, eta: 1 day, 13:43:31, time: 1.699, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1442, s0.acc: 94.9907, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2270, s1.loss_cls: 0.0673, s1.acc: 95.1539, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1115, s2.loss_cls: 0.0338, s2.acc: 94.9441, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0527, loss: 1.0371 +2024-03-12 19:11:53,303 - mmdet - INFO - Epoch [25][2800/7330] lr: 4.612e-06, eta: 1 day, 13:42:11, time: 1.585, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1393, s0.acc: 95.1367, s0.loss_bbox: 0.2010, s0.loss_mask: 0.2235, s1.loss_cls: 0.0662, s1.acc: 95.3346, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1113, s2.loss_cls: 0.0334, s2.acc: 95.1395, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0523, loss: 1.0057 +2024-03-12 19:13:13,445 - mmdet - INFO - Epoch [25][2850/7330] lr: 4.612e-06, eta: 1 day, 13:40:51, time: 1.603, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1475, s0.acc: 94.7913, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2272, s1.loss_cls: 0.0701, s1.acc: 94.9772, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1119, s2.loss_cls: 0.0352, s2.acc: 94.8000, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0527, loss: 1.0492 +2024-03-12 19:14:36,861 - mmdet - INFO - Epoch [25][2900/7330] lr: 4.612e-06, eta: 1 day, 13:39:33, time: 1.668, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1566, s0.acc: 94.5466, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2280, s1.loss_cls: 0.0746, s1.acc: 94.6318, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1119, s2.loss_cls: 0.0371, s2.acc: 94.5982, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0527, loss: 1.0783 +2024-03-12 19:16:00,146 - mmdet - INFO - Epoch [25][2950/7330] lr: 4.612e-06, eta: 1 day, 13:38:15, time: 1.666, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1523, s0.acc: 94.6614, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2255, s1.loss_cls: 0.0726, s1.acc: 94.9212, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1124, s2.loss_cls: 0.0360, s2.acc: 94.8142, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0528, loss: 1.0586 +2024-03-12 19:17:21,096 - mmdet - INFO - Epoch [25][3000/7330] lr: 4.612e-06, eta: 1 day, 13:36:56, time: 1.619, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1483, s0.acc: 94.8142, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2298, s1.loss_cls: 0.0690, s1.acc: 95.0463, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1125, s2.loss_cls: 0.0345, s2.acc: 94.9095, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0529, loss: 1.0590 +2024-03-12 19:18:36,320 - mmdet - INFO - Epoch [25][3050/7330] lr: 4.612e-06, eta: 1 day, 13:35:34, time: 1.504, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1444, s0.acc: 94.9272, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2264, s1.loss_cls: 0.0684, s1.acc: 95.1644, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1120, s2.loss_cls: 0.0346, s2.acc: 95.0149, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0533, loss: 1.0416 +2024-03-12 19:19:54,135 - mmdet - INFO - Epoch [25][3100/7330] lr: 4.612e-06, eta: 1 day, 13:34:14, time: 1.556, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1506, s0.acc: 94.7578, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2287, s1.loss_cls: 0.0715, s1.acc: 94.8760, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1120, s2.loss_cls: 0.0354, s2.acc: 94.8342, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0525, loss: 1.0544 +2024-03-12 19:21:12,976 - mmdet - INFO - Epoch [25][3150/7330] lr: 4.612e-06, eta: 1 day, 13:32:54, time: 1.577, data_time: 0.198, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1447, s0.acc: 94.9998, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2221, s1.loss_cls: 0.0680, s1.acc: 95.1782, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1088, s2.loss_cls: 0.0338, s2.acc: 95.0439, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0514, loss: 1.0223 +2024-03-12 19:22:32,510 - mmdet - INFO - Epoch [25][3200/7330] lr: 4.612e-06, eta: 1 day, 13:31:34, time: 1.591, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1444, s0.acc: 95.0110, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2281, s1.loss_cls: 0.0680, s1.acc: 95.1571, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1117, s2.loss_cls: 0.0340, s2.acc: 95.0428, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0529, loss: 1.0400 +2024-03-12 19:23:56,999 - mmdet - INFO - Epoch [25][3250/7330] lr: 4.612e-06, eta: 1 day, 13:30:17, time: 1.690, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1613, s0.acc: 94.4558, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2290, s1.loss_cls: 0.0762, s1.acc: 94.6600, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1109, s2.loss_cls: 0.0375, s2.acc: 94.5956, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0522, loss: 1.0804 +2024-03-12 19:25:15,067 - mmdet - INFO - Epoch [25][3300/7330] lr: 4.612e-06, eta: 1 day, 13:28:56, time: 1.561, data_time: 0.204, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1441, s0.acc: 94.8997, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2250, s1.loss_cls: 0.0675, s1.acc: 95.0956, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1118, s2.loss_cls: 0.0340, s2.acc: 94.8863, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0525, loss: 1.0336 +2024-03-12 19:26:31,246 - mmdet - INFO - Epoch [25][3350/7330] lr: 4.612e-06, eta: 1 day, 13:27:35, time: 1.524, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1458, s0.acc: 94.8918, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2246, s1.loss_cls: 0.0693, s1.acc: 95.0616, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1114, s2.loss_cls: 0.0350, s2.acc: 94.9262, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0520, loss: 1.0439 +2024-03-12 19:27:50,319 - mmdet - INFO - Epoch [25][3400/7330] lr: 4.612e-06, eta: 1 day, 13:26:15, time: 1.581, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1428, s0.acc: 94.9690, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2186, s1.loss_cls: 0.0684, s1.acc: 95.1142, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1087, s2.loss_cls: 0.0340, s2.acc: 94.9927, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0514, loss: 1.0132 +2024-03-12 19:29:09,851 - mmdet - INFO - Epoch [25][3450/7330] lr: 4.612e-06, eta: 1 day, 13:24:55, time: 1.591, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1514, s0.acc: 94.7017, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2229, s1.loss_cls: 0.0716, s1.acc: 94.9354, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1106, s2.loss_cls: 0.0359, s2.acc: 94.7316, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0525, loss: 1.0539 +2024-03-12 19:30:29,936 - mmdet - INFO - Epoch [25][3500/7330] lr: 4.612e-06, eta: 1 day, 13:23:35, time: 1.602, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1444, s0.acc: 94.9866, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2269, s1.loss_cls: 0.0676, s1.acc: 95.1501, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1109, s2.loss_cls: 0.0342, s2.acc: 94.9716, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0524, loss: 1.0312 +2024-03-12 19:31:50,728 - mmdet - INFO - Epoch [25][3550/7330] lr: 4.612e-06, eta: 1 day, 13:22:16, time: 1.616, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1483, s0.acc: 94.9087, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2228, s1.loss_cls: 0.0702, s1.acc: 95.0813, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1099, s2.loss_cls: 0.0351, s2.acc: 94.9663, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0515, loss: 1.0235 +2024-03-12 19:33:11,603 - mmdet - INFO - Epoch [25][3600/7330] lr: 4.612e-06, eta: 1 day, 13:20:57, time: 1.618, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1429, s0.acc: 95.0427, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2226, s1.loss_cls: 0.0673, s1.acc: 95.2598, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1095, s2.loss_cls: 0.0336, s2.acc: 95.1101, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0521, loss: 1.0234 +2024-03-12 19:34:35,921 - mmdet - INFO - Epoch [25][3650/7330] lr: 4.612e-06, eta: 1 day, 13:19:40, time: 1.686, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1435, s0.acc: 95.0239, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2217, s1.loss_cls: 0.0681, s1.acc: 95.1155, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1101, s2.loss_cls: 0.0338, s2.acc: 94.9753, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0520, loss: 1.0176 +2024-03-12 19:35:58,266 - mmdet - INFO - Epoch [25][3700/7330] lr: 4.612e-06, eta: 1 day, 13:18:21, time: 1.647, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1468, s0.acc: 94.7200, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2286, s1.loss_cls: 0.0683, s1.acc: 95.0140, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1123, s2.loss_cls: 0.0346, s2.acc: 94.8130, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0524, loss: 1.0462 +2024-03-12 19:37:15,878 - mmdet - INFO - Epoch [25][3750/7330] lr: 4.612e-06, eta: 1 day, 13:17:00, time: 1.552, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1446, s0.acc: 94.9092, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2182, s1.loss_cls: 0.0687, s1.acc: 95.0852, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1066, s2.loss_cls: 0.0339, s2.acc: 94.9170, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0503, loss: 1.0164 +2024-03-12 19:38:35,367 - mmdet - INFO - Epoch [25][3800/7330] lr: 4.612e-06, eta: 1 day, 13:15:41, time: 1.590, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1550, s0.acc: 94.6199, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2291, s1.loss_cls: 0.0730, s1.acc: 94.8412, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1126, s2.loss_cls: 0.0363, s2.acc: 94.6539, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0533, loss: 1.0758 +2024-03-12 19:39:58,112 - mmdet - INFO - Epoch [25][3850/7330] lr: 4.612e-06, eta: 1 day, 13:14:22, time: 1.655, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1478, s0.acc: 94.8140, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2263, s1.loss_cls: 0.0686, s1.acc: 95.0358, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1109, s2.loss_cls: 0.0345, s2.acc: 94.8536, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0521, loss: 1.0358 +2024-03-12 19:41:17,657 - mmdet - INFO - Epoch [25][3900/7330] lr: 4.612e-06, eta: 1 day, 13:13:03, time: 1.591, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1491, s0.acc: 94.8162, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2251, s1.loss_cls: 0.0702, s1.acc: 94.9602, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1104, s2.loss_cls: 0.0349, s2.acc: 94.9063, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0521, loss: 1.0396 +2024-03-12 19:42:35,182 - mmdet - INFO - Epoch [25][3950/7330] lr: 4.612e-06, eta: 1 day, 13:11:42, time: 1.551, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1405, s0.acc: 95.0122, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2240, s1.loss_cls: 0.0674, s1.acc: 95.1113, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1107, s2.loss_cls: 0.0339, s2.acc: 95.0287, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0524, loss: 1.0227 +2024-03-12 19:43:55,300 - mmdet - INFO - Epoch [25][4000/7330] lr: 4.612e-06, eta: 1 day, 13:10:22, time: 1.602, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1503, s0.acc: 94.7322, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2277, s1.loss_cls: 0.0710, s1.acc: 94.9473, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1124, s2.loss_cls: 0.0355, s2.acc: 94.7845, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0529, loss: 1.0528 +2024-03-12 19:45:12,486 - mmdet - INFO - Epoch [25][4050/7330] lr: 4.612e-06, eta: 1 day, 13:09:02, time: 1.544, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1513, s0.acc: 94.6289, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2215, s1.loss_cls: 0.0725, s1.acc: 94.7455, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1094, s2.loss_cls: 0.0358, s2.acc: 94.7340, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0516, loss: 1.0493 +2024-03-12 19:46:29,926 - mmdet - INFO - Epoch [25][4100/7330] lr: 4.612e-06, eta: 1 day, 13:07:41, time: 1.549, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1439, s0.acc: 95.0142, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2173, s1.loss_cls: 0.0685, s1.acc: 95.1477, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1072, s2.loss_cls: 0.0343, s2.acc: 94.9972, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0506, loss: 1.0110 +2024-03-12 19:47:47,280 - mmdet - INFO - Epoch [25][4150/7330] lr: 4.612e-06, eta: 1 day, 13:06:20, time: 1.547, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1545, s0.acc: 94.6829, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2211, s1.loss_cls: 0.0724, s1.acc: 94.8833, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1098, s2.loss_cls: 0.0355, s2.acc: 94.8339, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0522, loss: 1.0435 +2024-03-12 19:49:03,854 - mmdet - INFO - Epoch [25][4200/7330] lr: 4.612e-06, eta: 1 day, 13:04:59, time: 1.531, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1485, s0.acc: 94.7039, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2249, s1.loss_cls: 0.0695, s1.acc: 94.8717, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1113, s2.loss_cls: 0.0346, s2.acc: 94.7711, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0525, loss: 1.0569 +2024-03-12 19:50:22,871 - mmdet - INFO - Epoch [25][4250/7330] lr: 4.612e-06, eta: 1 day, 13:03:39, time: 1.580, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1537, s0.acc: 94.6309, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2260, s1.loss_cls: 0.0726, s1.acc: 94.7955, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1101, s2.loss_cls: 0.0370, s2.acc: 94.5306, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0518, loss: 1.0559 +2024-03-12 19:51:45,958 - mmdet - INFO - Epoch [25][4300/7330] lr: 4.612e-06, eta: 1 day, 13:02:21, time: 1.662, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1565, s0.acc: 94.4810, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2257, s1.loss_cls: 0.0728, s1.acc: 94.7617, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1116, s2.loss_cls: 0.0364, s2.acc: 94.6282, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0524, loss: 1.0732 +2024-03-12 19:53:03,306 - mmdet - INFO - Epoch [25][4350/7330] lr: 4.612e-06, eta: 1 day, 13:01:00, time: 1.547, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1452, s0.acc: 94.8804, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2221, s1.loss_cls: 0.0700, s1.acc: 95.0071, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1109, s2.loss_cls: 0.0352, s2.acc: 94.8739, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0526, loss: 1.0295 +2024-03-12 19:54:23,325 - mmdet - INFO - Epoch [25][4400/7330] lr: 4.612e-06, eta: 1 day, 12:59:40, time: 1.600, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1520, s0.acc: 94.7214, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2197, s1.loss_cls: 0.0721, s1.acc: 94.8474, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1075, s2.loss_cls: 0.0363, s2.acc: 94.6609, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0509, loss: 1.0410 +2024-03-12 19:55:41,299 - mmdet - INFO - Epoch [25][4450/7330] lr: 4.612e-06, eta: 1 day, 12:58:20, time: 1.559, data_time: 0.112, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1503, s0.acc: 94.6768, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2317, s1.loss_cls: 0.0708, s1.acc: 94.8577, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1145, s2.loss_cls: 0.0354, s2.acc: 94.6999, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0535, loss: 1.0600 +2024-03-12 19:57:00,707 - mmdet - INFO - Epoch [25][4500/7330] lr: 4.612e-06, eta: 1 day, 12:57:00, time: 1.588, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1502, s0.acc: 94.8682, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2257, s1.loss_cls: 0.0701, s1.acc: 95.0108, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1115, s2.loss_cls: 0.0349, s2.acc: 94.8906, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0522, loss: 1.0485 +2024-03-12 19:58:24,226 - mmdet - INFO - Epoch [25][4550/7330] lr: 4.612e-06, eta: 1 day, 12:55:42, time: 1.670, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1551, s0.acc: 94.5952, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2261, s1.loss_cls: 0.0741, s1.acc: 94.6605, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1121, s2.loss_cls: 0.0361, s2.acc: 94.6997, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0530, loss: 1.0635 +2024-03-12 19:59:44,253 - mmdet - INFO - Epoch [25][4600/7330] lr: 4.612e-06, eta: 1 day, 12:54:23, time: 1.600, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1522, s0.acc: 94.6804, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2263, s1.loss_cls: 0.0722, s1.acc: 94.8243, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1120, s2.loss_cls: 0.0363, s2.acc: 94.6749, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0527, loss: 1.0593 +2024-03-12 20:01:05,399 - mmdet - INFO - Epoch [25][4650/7330] lr: 4.612e-06, eta: 1 day, 12:53:04, time: 1.623, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1490, s0.acc: 94.7883, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2235, s1.loss_cls: 0.0711, s1.acc: 94.9344, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1094, s2.loss_cls: 0.0354, s2.acc: 94.8204, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0516, loss: 1.0406 +2024-03-12 20:02:29,927 - mmdet - INFO - Epoch [25][4700/7330] lr: 4.612e-06, eta: 1 day, 12:51:46, time: 1.691, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1546, s0.acc: 94.6411, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2291, s1.loss_cls: 0.0734, s1.acc: 94.7318, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1130, s2.loss_cls: 0.0365, s2.acc: 94.6878, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0527, loss: 1.0635 +2024-03-12 20:03:49,302 - mmdet - INFO - Epoch [25][4750/7330] lr: 4.612e-06, eta: 1 day, 12:50:26, time: 1.587, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1441, s0.acc: 94.9595, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2209, s1.loss_cls: 0.0689, s1.acc: 95.1678, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1084, s2.loss_cls: 0.0343, s2.acc: 94.9302, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0514, loss: 1.0192 +2024-03-12 20:05:04,758 - mmdet - INFO - Epoch [25][4800/7330] lr: 4.612e-06, eta: 1 day, 12:49:05, time: 1.509, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1359, s0.acc: 95.2490, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2177, s1.loss_cls: 0.0637, s1.acc: 95.4240, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1081, s2.loss_cls: 0.0318, s2.acc: 95.2806, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0511, loss: 0.9892 +2024-03-12 20:06:21,936 - mmdet - INFO - Epoch [25][4850/7330] lr: 4.612e-06, eta: 1 day, 12:47:44, time: 1.544, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1475, s0.acc: 94.8796, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2213, s1.loss_cls: 0.0695, s1.acc: 94.9782, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1092, s2.loss_cls: 0.0349, s2.acc: 94.8426, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0516, loss: 1.0306 +2024-03-12 20:07:42,376 - mmdet - INFO - Epoch [25][4900/7330] lr: 4.612e-06, eta: 1 day, 12:46:25, time: 1.609, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1490, s0.acc: 94.7432, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2242, s1.loss_cls: 0.0706, s1.acc: 94.8002, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1102, s2.loss_cls: 0.0351, s2.acc: 94.7083, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0522, loss: 1.0439 +2024-03-12 20:09:00,786 - mmdet - INFO - Epoch [25][4950/7330] lr: 4.612e-06, eta: 1 day, 12:45:04, time: 1.568, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1601, s0.acc: 94.4158, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2224, s1.loss_cls: 0.0761, s1.acc: 94.5580, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1104, s2.loss_cls: 0.0386, s2.acc: 94.2784, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0517, loss: 1.0734 +2024-03-12 20:10:20,806 - mmdet - INFO - Epoch [25][5000/7330] lr: 4.612e-06, eta: 1 day, 12:43:45, time: 1.600, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1541, s0.acc: 94.5671, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2270, s1.loss_cls: 0.0728, s1.acc: 94.6984, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1115, s2.loss_cls: 0.0363, s2.acc: 94.6005, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0527, loss: 1.0646 +2024-03-12 20:11:40,326 - mmdet - INFO - Epoch [25][5050/7330] lr: 4.612e-06, eta: 1 day, 12:42:25, time: 1.591, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1617, s0.acc: 94.4124, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2308, s1.loss_cls: 0.0765, s1.acc: 94.5940, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1119, s2.loss_cls: 0.0377, s2.acc: 94.5344, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0526, loss: 1.0900 +2024-03-12 20:12:56,328 - mmdet - INFO - Epoch [25][5100/7330] lr: 4.612e-06, eta: 1 day, 12:41:04, time: 1.520, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1554, s0.acc: 94.5906, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2201, s1.loss_cls: 0.0726, s1.acc: 94.8100, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1084, s2.loss_cls: 0.0362, s2.acc: 94.7197, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0507, loss: 1.0537 +2024-03-12 20:14:22,404 - mmdet - INFO - Epoch [25][5150/7330] lr: 4.612e-06, eta: 1 day, 12:39:47, time: 1.722, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1599, s0.acc: 94.5286, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2270, s1.loss_cls: 0.0744, s1.acc: 94.6983, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1121, s2.loss_cls: 0.0367, s2.acc: 94.6276, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0531, loss: 1.0875 +2024-03-12 20:15:43,423 - mmdet - INFO - Epoch [25][5200/7330] lr: 4.612e-06, eta: 1 day, 12:38:28, time: 1.620, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1556, s0.acc: 94.6577, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2258, s1.loss_cls: 0.0733, s1.acc: 94.8496, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1108, s2.loss_cls: 0.0367, s2.acc: 94.6328, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0523, loss: 1.0674 +2024-03-12 20:17:00,136 - mmdet - INFO - Epoch [25][5250/7330] lr: 4.612e-06, eta: 1 day, 12:37:07, time: 1.534, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1474, s0.acc: 94.9314, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2239, s1.loss_cls: 0.0697, s1.acc: 95.0341, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1103, s2.loss_cls: 0.0343, s2.acc: 94.9721, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0519, loss: 1.0211 +2024-03-12 20:18:20,469 - mmdet - INFO - Epoch [25][5300/7330] lr: 4.612e-06, eta: 1 day, 12:35:47, time: 1.607, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1563, s0.acc: 94.5625, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2206, s1.loss_cls: 0.0749, s1.acc: 94.6524, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1098, s2.loss_cls: 0.0367, s2.acc: 94.6310, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0522, loss: 1.0550 +2024-03-12 20:19:41,534 - mmdet - INFO - Epoch [25][5350/7330] lr: 4.612e-06, eta: 1 day, 12:34:28, time: 1.621, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1539, s0.acc: 94.6292, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2260, s1.loss_cls: 0.0741, s1.acc: 94.6465, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1110, s2.loss_cls: 0.0371, s2.acc: 94.4813, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0523, loss: 1.0665 +2024-03-12 20:21:01,876 - mmdet - INFO - Epoch [25][5400/7330] lr: 4.612e-06, eta: 1 day, 12:33:09, time: 1.607, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1652, s0.acc: 94.2539, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2284, s1.loss_cls: 0.0789, s1.acc: 94.3751, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1123, s2.loss_cls: 0.0392, s2.acc: 94.2591, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0527, loss: 1.1150 +2024-03-12 20:22:21,874 - mmdet - INFO - Epoch [25][5450/7330] lr: 4.612e-06, eta: 1 day, 12:31:49, time: 1.600, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1512, s0.acc: 94.8086, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2290, s1.loss_cls: 0.0724, s1.acc: 94.9262, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1123, s2.loss_cls: 0.0358, s2.acc: 94.7947, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0529, loss: 1.0492 +2024-03-12 20:23:37,403 - mmdet - INFO - Epoch [25][5500/7330] lr: 4.612e-06, eta: 1 day, 12:30:28, time: 1.511, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1436, s0.acc: 95.0095, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2174, s1.loss_cls: 0.0684, s1.acc: 95.1327, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1076, s2.loss_cls: 0.0344, s2.acc: 94.9139, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0507, loss: 1.0099 +2024-03-12 20:24:54,431 - mmdet - INFO - Epoch [25][5550/7330] lr: 4.612e-06, eta: 1 day, 12:29:07, time: 1.541, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1552, s0.acc: 94.5583, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2311, s1.loss_cls: 0.0732, s1.acc: 94.7319, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1136, s2.loss_cls: 0.0367, s2.acc: 94.6127, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0534, loss: 1.0823 +2024-03-12 20:26:15,005 - mmdet - INFO - Epoch [25][5600/7330] lr: 4.612e-06, eta: 1 day, 12:27:47, time: 1.611, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1531, s0.acc: 94.6536, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2249, s1.loss_cls: 0.0709, s1.acc: 94.9341, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1112, s2.loss_cls: 0.0355, s2.acc: 94.7886, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0525, loss: 1.0655 +2024-03-12 20:27:37,090 - mmdet - INFO - Epoch [25][5650/7330] lr: 4.612e-06, eta: 1 day, 12:26:29, time: 1.641, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1532, s0.acc: 94.6226, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2325, s1.loss_cls: 0.0728, s1.acc: 94.7725, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1135, s2.loss_cls: 0.0365, s2.acc: 94.6329, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0537, loss: 1.0648 +2024-03-12 20:29:04,212 - mmdet - INFO - Epoch [25][5700/7330] lr: 4.612e-06, eta: 1 day, 12:25:13, time: 1.742, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1524, s0.acc: 94.6919, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2302, s1.loss_cls: 0.0719, s1.acc: 94.8079, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1129, s2.loss_cls: 0.0355, s2.acc: 94.7166, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0534, loss: 1.0700 +2024-03-12 20:30:23,223 - mmdet - INFO - Epoch [25][5750/7330] lr: 4.612e-06, eta: 1 day, 12:23:53, time: 1.581, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1432, s0.acc: 94.9883, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2254, s1.loss_cls: 0.0669, s1.acc: 95.1072, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1104, s2.loss_cls: 0.0335, s2.acc: 95.0074, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0516, loss: 1.0279 +2024-03-12 20:31:42,987 - mmdet - INFO - Epoch [25][5800/7330] lr: 4.612e-06, eta: 1 day, 12:22:33, time: 1.595, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1481, s0.acc: 94.8569, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2275, s1.loss_cls: 0.0703, s1.acc: 94.9997, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1133, s2.loss_cls: 0.0353, s2.acc: 94.8793, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0538, loss: 1.0460 +2024-03-12 20:33:02,424 - mmdet - INFO - Epoch [25][5850/7330] lr: 4.612e-06, eta: 1 day, 12:21:13, time: 1.589, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1395, s0.acc: 95.0566, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2229, s1.loss_cls: 0.0672, s1.acc: 95.1601, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1098, s2.loss_cls: 0.0336, s2.acc: 95.0783, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0514, loss: 1.0159 +2024-03-12 20:34:19,174 - mmdet - INFO - Epoch [25][5900/7330] lr: 4.612e-06, eta: 1 day, 12:19:52, time: 1.535, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1467, s0.acc: 94.9609, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2314, s1.loss_cls: 0.0692, s1.acc: 95.1495, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1144, s2.loss_cls: 0.0346, s2.acc: 95.0094, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0537, loss: 1.0428 +2024-03-12 20:35:36,877 - mmdet - INFO - Epoch [25][5950/7330] lr: 4.612e-06, eta: 1 day, 12:18:31, time: 1.554, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1415, s0.acc: 95.0994, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2249, s1.loss_cls: 0.0667, s1.acc: 95.2063, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1098, s2.loss_cls: 0.0336, s2.acc: 94.9992, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0518, loss: 1.0247 +2024-03-12 20:36:54,118 - mmdet - INFO - Epoch [25][6000/7330] lr: 4.612e-06, eta: 1 day, 12:17:11, time: 1.545, data_time: 0.115, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1478, s0.acc: 94.8215, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2308, s1.loss_cls: 0.0709, s1.acc: 94.9273, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1130, s2.loss_cls: 0.0352, s2.acc: 94.7907, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0530, loss: 1.0550 +2024-03-12 20:38:17,449 - mmdet - INFO - Epoch [25][6050/7330] lr: 4.612e-06, eta: 1 day, 12:15:53, time: 1.667, data_time: 0.213, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1395, s0.acc: 95.1792, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2215, s1.loss_cls: 0.0661, s1.acc: 95.3384, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1088, s2.loss_cls: 0.0332, s2.acc: 95.2498, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0514, loss: 1.0032 +2024-03-12 20:39:40,790 - mmdet - INFO - Epoch [25][6100/7330] lr: 4.612e-06, eta: 1 day, 12:14:35, time: 1.667, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1458, s0.acc: 95.0151, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2196, s1.loss_cls: 0.0679, s1.acc: 95.2351, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1075, s2.loss_cls: 0.0340, s2.acc: 95.0896, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0506, loss: 1.0095 +2024-03-12 20:41:01,564 - mmdet - INFO - Epoch [25][6150/7330] lr: 4.612e-06, eta: 1 day, 12:13:15, time: 1.616, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1441, s0.acc: 94.9204, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2265, s1.loss_cls: 0.0690, s1.acc: 95.0608, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1103, s2.loss_cls: 0.0348, s2.acc: 94.7722, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0518, loss: 1.0386 +2024-03-12 20:42:20,532 - mmdet - INFO - Epoch [25][6200/7330] lr: 4.612e-06, eta: 1 day, 12:11:55, time: 1.579, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1497, s0.acc: 94.7732, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2247, s1.loss_cls: 0.0712, s1.acc: 94.8526, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1098, s2.loss_cls: 0.0354, s2.acc: 94.7501, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0518, loss: 1.0433 +2024-03-12 20:43:39,066 - mmdet - INFO - Epoch [25][6250/7330] lr: 4.612e-06, eta: 1 day, 12:10:35, time: 1.570, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1521, s0.acc: 94.8306, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2237, s1.loss_cls: 0.0713, s1.acc: 94.9600, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1102, s2.loss_cls: 0.0353, s2.acc: 94.8726, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0520, loss: 1.0403 +2024-03-12 20:45:01,500 - mmdet - INFO - Epoch [25][6300/7330] lr: 4.612e-06, eta: 1 day, 12:09:17, time: 1.649, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1521, s0.acc: 94.7493, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2245, s1.loss_cls: 0.0710, s1.acc: 94.8938, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1106, s2.loss_cls: 0.0349, s2.acc: 94.8375, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0526, loss: 1.0473 +2024-03-12 20:46:23,812 - mmdet - INFO - Epoch [25][6350/7330] lr: 4.612e-06, eta: 1 day, 12:07:58, time: 1.646, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1550, s0.acc: 94.5925, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2264, s1.loss_cls: 0.0747, s1.acc: 94.7003, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1114, s2.loss_cls: 0.0376, s2.acc: 94.4846, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0523, loss: 1.0651 +2024-03-12 20:47:42,540 - mmdet - INFO - Epoch [25][6400/7330] lr: 4.612e-06, eta: 1 day, 12:06:38, time: 1.574, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1488, s0.acc: 94.8972, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2210, s1.loss_cls: 0.0698, s1.acc: 95.1563, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1090, s2.loss_cls: 0.0347, s2.acc: 95.0334, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0514, loss: 1.0311 +2024-03-12 20:49:02,431 - mmdet - INFO - Epoch [25][6450/7330] lr: 4.612e-06, eta: 1 day, 12:05:18, time: 1.598, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1565, s0.acc: 94.6682, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2238, s1.loss_cls: 0.0738, s1.acc: 94.8151, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1107, s2.loss_cls: 0.0370, s2.acc: 94.6623, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0528, loss: 1.0606 +2024-03-12 20:50:21,001 - mmdet - INFO - Epoch [25][6500/7330] lr: 4.612e-06, eta: 1 day, 12:03:58, time: 1.571, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1542, s0.acc: 94.6777, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2281, s1.loss_cls: 0.0732, s1.acc: 94.8411, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1126, s2.loss_cls: 0.0368, s2.acc: 94.6791, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0534, loss: 1.0692 +2024-03-12 20:51:39,519 - mmdet - INFO - Epoch [25][6550/7330] lr: 4.612e-06, eta: 1 day, 12:02:38, time: 1.571, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1591, s0.acc: 94.5161, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2326, s1.loss_cls: 0.0754, s1.acc: 94.6529, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1144, s2.loss_cls: 0.0372, s2.acc: 94.6172, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0535, loss: 1.0832 +2024-03-12 20:52:58,882 - mmdet - INFO - Epoch [25][6600/7330] lr: 4.612e-06, eta: 1 day, 12:01:18, time: 1.587, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1577, s0.acc: 94.5112, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2263, s1.loss_cls: 0.0754, s1.acc: 94.6307, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1129, s2.loss_cls: 0.0376, s2.acc: 94.3514, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0532, loss: 1.0773 +2024-03-12 20:54:15,977 - mmdet - INFO - Epoch [25][6650/7330] lr: 4.612e-06, eta: 1 day, 11:59:57, time: 1.542, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1602, s0.acc: 94.3618, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2308, s1.loss_cls: 0.0753, s1.acc: 94.6122, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1130, s2.loss_cls: 0.0375, s2.acc: 94.4865, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0529, loss: 1.0900 +2024-03-12 20:55:29,823 - mmdet - INFO - Epoch [25][6700/7330] lr: 4.612e-06, eta: 1 day, 11:58:35, time: 1.477, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1536, s0.acc: 94.6982, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2321, s1.loss_cls: 0.0740, s1.acc: 94.7228, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1138, s2.loss_cls: 0.0368, s2.acc: 94.5710, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0537, loss: 1.0641 +2024-03-12 20:56:51,869 - mmdet - INFO - Epoch [25][6750/7330] lr: 4.612e-06, eta: 1 day, 11:57:16, time: 1.641, data_time: 0.206, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1595, s0.acc: 94.5911, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2248, s1.loss_cls: 0.0754, s1.acc: 94.7660, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1106, s2.loss_cls: 0.0370, s2.acc: 94.7197, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0516, loss: 1.0581 +2024-03-12 20:58:11,297 - mmdet - INFO - Epoch [25][6800/7330] lr: 4.612e-06, eta: 1 day, 11:55:56, time: 1.589, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1534, s0.acc: 94.7520, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2250, s1.loss_cls: 0.0734, s1.acc: 94.8065, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1106, s2.loss_cls: 0.0366, s2.acc: 94.7389, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0518, loss: 1.0497 +2024-03-12 20:59:33,256 - mmdet - INFO - Epoch [25][6850/7330] lr: 4.612e-06, eta: 1 day, 11:54:38, time: 1.639, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1458, s0.acc: 94.8567, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2242, s1.loss_cls: 0.0703, s1.acc: 94.9803, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1112, s2.loss_cls: 0.0352, s2.acc: 94.8167, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0524, loss: 1.0347 +2024-03-12 21:00:52,099 - mmdet - INFO - Epoch [25][6900/7330] lr: 4.612e-06, eta: 1 day, 11:53:18, time: 1.577, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1450, s0.acc: 94.9878, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2208, s1.loss_cls: 0.0690, s1.acc: 95.1389, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1088, s2.loss_cls: 0.0344, s2.acc: 94.8609, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0515, loss: 1.0230 +2024-03-12 21:02:12,162 - mmdet - INFO - Epoch [25][6950/7330] lr: 4.612e-06, eta: 1 day, 11:51:58, time: 1.601, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1542, s0.acc: 94.5981, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2266, s1.loss_cls: 0.0730, s1.acc: 94.7637, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1124, s2.loss_cls: 0.0369, s2.acc: 94.5284, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0530, loss: 1.0654 +2024-03-12 21:03:30,662 - mmdet - INFO - Epoch [25][7000/7330] lr: 4.612e-06, eta: 1 day, 11:50:38, time: 1.570, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1571, s0.acc: 94.6052, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2270, s1.loss_cls: 0.0744, s1.acc: 94.7434, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1111, s2.loss_cls: 0.0368, s2.acc: 94.6656, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0520, loss: 1.0763 +2024-03-12 21:04:48,537 - mmdet - INFO - Epoch [25][7050/7330] lr: 4.612e-06, eta: 1 day, 11:49:17, time: 1.558, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1488, s0.acc: 94.8362, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2251, s1.loss_cls: 0.0708, s1.acc: 94.9449, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1101, s2.loss_cls: 0.0353, s2.acc: 94.8529, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0519, loss: 1.0341 +2024-03-12 21:06:10,867 - mmdet - INFO - Epoch [25][7100/7330] lr: 4.612e-06, eta: 1 day, 11:47:59, time: 1.647, data_time: 0.204, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1550, s0.acc: 94.5051, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2243, s1.loss_cls: 0.0731, s1.acc: 94.6973, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1100, s2.loss_cls: 0.0365, s2.acc: 94.5825, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0518, loss: 1.0604 +2024-03-12 21:07:29,929 - mmdet - INFO - Epoch [25][7150/7330] lr: 4.612e-06, eta: 1 day, 11:46:39, time: 1.581, data_time: 0.228, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1582, s0.acc: 94.5151, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2254, s1.loss_cls: 0.0749, s1.acc: 94.7376, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1107, s2.loss_cls: 0.0374, s2.acc: 94.6050, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0520, loss: 1.0644 +2024-03-12 21:08:52,809 - mmdet - INFO - Epoch [25][7200/7330] lr: 4.612e-06, eta: 1 day, 11:45:21, time: 1.658, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1566, s0.acc: 94.5032, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2272, s1.loss_cls: 0.0758, s1.acc: 94.6213, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1118, s2.loss_cls: 0.0376, s2.acc: 94.5195, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0525, loss: 1.0774 +2024-03-12 21:10:11,370 - mmdet - INFO - Epoch [25][7250/7330] lr: 4.612e-06, eta: 1 day, 11:44:01, time: 1.571, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1565, s0.acc: 94.4778, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2244, s1.loss_cls: 0.0748, s1.acc: 94.5649, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1110, s2.loss_cls: 0.0373, s2.acc: 94.5182, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0522, loss: 1.0721 +2024-03-12 21:11:33,079 - mmdet - INFO - Epoch [25][7300/7330] lr: 4.612e-06, eta: 1 day, 11:42:42, time: 1.634, data_time: 0.231, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1574, s0.acc: 94.5107, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2252, s1.loss_cls: 0.0737, s1.acc: 94.6642, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1106, s2.loss_cls: 0.0369, s2.acc: 94.5098, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0521, loss: 1.0719 +2024-03-12 21:12:15,407 - mmdet - INFO - Saving checkpoint at 25 epochs +2024-03-12 21:19:09,073 - mmdet - INFO - Evaluating bbox... +2024-03-12 21:19:43,580 - 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 ] = 0.667 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.527 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.311 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.527 + 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 ] = 0.624 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.624 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.624 + 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 ] = 0.668 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.766 + +2024-03-12 21:19:43,580 - mmdet - INFO - Evaluating segm... +2024-03-12 21:20:19,053 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.422 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.645 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.457 + 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 ] = 0.457 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.594 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.547 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.547 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.547 + 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 ] = 0.588 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.694 + +2024-03-12 21:20:19,632 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-12 21:20:19,633 - mmdet - INFO - Epoch(val) [25][1250] bbox_mAP: 0.4850, bbox_mAP_50: 0.6670, bbox_mAP_75: 0.5270, bbox_mAP_s: 0.3110, bbox_mAP_m: 0.5270, bbox_mAP_l: 0.6130, bbox_mAP_copypaste: 0.485 0.667 0.527 0.311 0.527 0.613, segm_mAP: 0.4220, segm_mAP_50: 0.6450, segm_mAP_75: 0.4570, segm_mAP_s: 0.2250, segm_mAP_m: 0.4570, segm_mAP_l: 0.5940, segm_mAP_copypaste: 0.422 0.645 0.457 0.225 0.457 0.594 +2024-03-12 21:21:43,644 - mmdet - INFO - Epoch [26][50/7330] lr: 4.612e-06, eta: 1 day, 11:40:15, time: 1.679, data_time: 0.234, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1479, s0.acc: 94.7661, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2195, s1.loss_cls: 0.0687, s1.acc: 95.0314, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1068, s2.loss_cls: 0.0342, s2.acc: 94.9468, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0503, loss: 1.0309 +2024-03-12 21:23:02,135 - mmdet - INFO - Epoch [26][100/7330] lr: 4.612e-06, eta: 1 day, 11:38:55, time: 1.570, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1462, s0.acc: 94.9177, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2185, s1.loss_cls: 0.0688, s1.acc: 95.1321, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1085, s2.loss_cls: 0.0344, s2.acc: 95.0291, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0514, loss: 1.0216 +2024-03-12 21:24:22,907 - mmdet - INFO - Epoch [26][150/7330] lr: 4.612e-06, eta: 1 day, 11:37:36, time: 1.615, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1458, s0.acc: 94.9075, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2208, s1.loss_cls: 0.0698, s1.acc: 95.0904, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1087, s2.loss_cls: 0.0353, s2.acc: 94.8711, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0514, loss: 1.0291 +2024-03-12 21:25:43,696 - mmdet - INFO - Epoch [26][200/7330] lr: 4.612e-06, eta: 1 day, 11:36:16, time: 1.616, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1444, s0.acc: 94.9744, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2261, s1.loss_cls: 0.0681, s1.acc: 95.1148, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1114, s2.loss_cls: 0.0346, s2.acc: 94.8146, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0525, loss: 1.0327 +2024-03-12 21:27:04,385 - mmdet - INFO - Epoch [26][250/7330] lr: 4.612e-06, eta: 1 day, 11:34:57, time: 1.614, data_time: 0.118, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1534, s0.acc: 94.5566, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2312, s1.loss_cls: 0.0711, s1.acc: 94.8753, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1144, s2.loss_cls: 0.0355, s2.acc: 94.7635, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0538, loss: 1.0725 +2024-03-12 21:28:26,919 - mmdet - INFO - Epoch [26][300/7330] lr: 4.612e-06, eta: 1 day, 11:33:39, time: 1.650, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1449, s0.acc: 94.9260, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2165, s1.loss_cls: 0.0682, s1.acc: 95.1673, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1056, s2.loss_cls: 0.0340, s2.acc: 95.0787, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0499, loss: 1.0109 +2024-03-12 21:29:49,137 - mmdet - INFO - Epoch [26][350/7330] lr: 4.612e-06, eta: 1 day, 11:32:20, time: 1.645, data_time: 0.114, memory: 23149, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1434, s0.acc: 95.0168, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2306, s1.loss_cls: 0.0679, s1.acc: 95.0879, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1134, s2.loss_cls: 0.0345, s2.acc: 94.9369, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0534, loss: 1.0340 +2024-03-12 21:31:10,120 - mmdet - INFO - Epoch [26][400/7330] lr: 4.612e-06, eta: 1 day, 11:31:01, time: 1.620, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1417, s0.acc: 95.0688, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2232, s1.loss_cls: 0.0671, s1.acc: 95.1225, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1108, s2.loss_cls: 0.0327, s2.acc: 95.0896, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0524, loss: 1.0155 +2024-03-12 21:32:24,246 - mmdet - INFO - Epoch [26][450/7330] lr: 4.612e-06, eta: 1 day, 11:29:39, time: 1.482, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1479, s0.acc: 94.8301, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2245, s1.loss_cls: 0.0702, s1.acc: 94.9505, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1108, s2.loss_cls: 0.0354, s2.acc: 94.7936, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0524, loss: 1.0415 +2024-03-12 21:33:42,892 - mmdet - INFO - Epoch [26][500/7330] lr: 4.612e-06, eta: 1 day, 11:28:19, time: 1.573, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1431, s0.acc: 95.0754, s0.loss_bbox: 0.2017, s0.loss_mask: 0.2234, s1.loss_cls: 0.0667, s1.acc: 95.2225, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1092, s2.loss_cls: 0.0335, s2.acc: 95.1137, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0515, loss: 1.0087 +2024-03-12 21:35:02,571 - mmdet - INFO - Epoch [26][550/7330] lr: 4.612e-06, eta: 1 day, 11:26:59, time: 1.594, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1468, s0.acc: 94.8323, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2240, s1.loss_cls: 0.0693, s1.acc: 95.0479, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1100, s2.loss_cls: 0.0349, s2.acc: 94.8940, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0518, loss: 1.0395 +2024-03-12 21:36:22,922 - mmdet - INFO - Epoch [26][600/7330] lr: 4.612e-06, eta: 1 day, 11:25:40, time: 1.607, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1490, s0.acc: 94.7576, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2256, s1.loss_cls: 0.0697, s1.acc: 94.9787, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1107, s2.loss_cls: 0.0347, s2.acc: 94.7886, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0522, loss: 1.0548 +2024-03-12 21:37:41,644 - mmdet - INFO - Epoch [26][650/7330] lr: 4.612e-06, eta: 1 day, 11:24:20, time: 1.574, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1501, s0.acc: 94.7107, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2194, s1.loss_cls: 0.0698, s1.acc: 94.9147, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1072, s2.loss_cls: 0.0353, s2.acc: 94.7257, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0504, loss: 1.0416 +2024-03-12 21:39:01,229 - mmdet - INFO - Epoch [26][700/7330] lr: 4.612e-06, eta: 1 day, 11:23:00, time: 1.592, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1569, s0.acc: 94.5481, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2258, s1.loss_cls: 0.0743, s1.acc: 94.7083, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1115, s2.loss_cls: 0.0369, s2.acc: 94.5833, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0528, loss: 1.0679 +2024-03-12 21:40:21,203 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-12 21:40:21,203 - mmdet - INFO - Epoch [26][750/7330] lr: 4.612e-06, eta: 1 day, 11:21:40, time: 1.600, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1518, s0.acc: 94.6431, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2246, s1.loss_cls: 0.0714, s1.acc: 94.8201, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1110, s2.loss_cls: 0.0356, s2.acc: 94.7523, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0524, loss: 1.0550 +2024-03-12 21:41:40,421 - mmdet - INFO - Epoch [26][800/7330] lr: 4.612e-06, eta: 1 day, 11:20:20, time: 1.584, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1461, s0.acc: 94.7932, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2287, s1.loss_cls: 0.0688, s1.acc: 95.0467, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1119, s2.loss_cls: 0.0342, s2.acc: 94.8951, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0525, loss: 1.0446 +2024-03-12 21:43:02,255 - mmdet - INFO - Epoch [26][850/7330] lr: 4.612e-06, eta: 1 day, 11:19:02, time: 1.637, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1377, s0.acc: 95.1528, s0.loss_bbox: 0.1986, s0.loss_mask: 0.2147, s1.loss_cls: 0.0666, s1.acc: 95.1806, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1067, s2.loss_cls: 0.0329, s2.acc: 95.1937, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0506, loss: 0.9841 +2024-03-12 21:44:16,488 - mmdet - INFO - Epoch [26][900/7330] lr: 4.612e-06, eta: 1 day, 11:17:40, time: 1.485, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1469, s0.acc: 94.8169, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2184, s1.loss_cls: 0.0683, s1.acc: 94.9955, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1083, s2.loss_cls: 0.0343, s2.acc: 94.8498, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0518, loss: 1.0295 +2024-03-12 21:45:38,642 - mmdet - INFO - Epoch [26][950/7330] lr: 4.612e-06, eta: 1 day, 11:16:21, time: 1.643, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1460, s0.acc: 94.9133, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2189, s1.loss_cls: 0.0687, s1.acc: 95.1817, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1071, s2.loss_cls: 0.0338, s2.acc: 95.1106, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0501, loss: 1.0218 +2024-03-12 21:46:57,322 - mmdet - INFO - Epoch [26][1000/7330] lr: 4.612e-06, eta: 1 day, 11:15:01, time: 1.574, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1464, s0.acc: 94.8306, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2182, s1.loss_cls: 0.0701, s1.acc: 94.9542, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1077, s2.loss_cls: 0.0349, s2.acc: 94.8231, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0511, loss: 1.0216 +2024-03-12 21:48:22,322 - mmdet - INFO - Epoch [26][1050/7330] lr: 4.612e-06, eta: 1 day, 11:13:44, time: 1.700, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1430, s0.acc: 95.0256, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2215, s1.loss_cls: 0.0677, s1.acc: 95.1351, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1090, s2.loss_cls: 0.0339, s2.acc: 95.0293, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0519, loss: 1.0129 +2024-03-12 21:49:42,454 - mmdet - INFO - Epoch [26][1100/7330] lr: 4.612e-06, eta: 1 day, 11:12:24, time: 1.603, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1527, s0.acc: 94.7192, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2212, s1.loss_cls: 0.0720, s1.acc: 94.8775, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1090, s2.loss_cls: 0.0361, s2.acc: 94.6452, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0515, loss: 1.0535 +2024-03-12 21:50:59,083 - mmdet - INFO - Epoch [26][1150/7330] lr: 4.612e-06, eta: 1 day, 11:11:03, time: 1.533, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1498, s0.acc: 94.7485, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2204, s1.loss_cls: 0.0713, s1.acc: 94.9424, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1090, s2.loss_cls: 0.0358, s2.acc: 94.7309, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0516, loss: 1.0362 +2024-03-12 21:52:21,280 - mmdet - INFO - Epoch [26][1200/7330] lr: 4.612e-06, eta: 1 day, 11:09:44, time: 1.644, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1532, s0.acc: 94.5623, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2208, s1.loss_cls: 0.0724, s1.acc: 94.7459, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1088, s2.loss_cls: 0.0361, s2.acc: 94.6049, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0513, loss: 1.0519 +2024-03-12 21:53:39,065 - mmdet - INFO - Epoch [26][1250/7330] lr: 4.612e-06, eta: 1 day, 11:08:24, time: 1.556, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1513, s0.acc: 94.7671, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2235, s1.loss_cls: 0.0718, s1.acc: 94.9463, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1092, s2.loss_cls: 0.0358, s2.acc: 94.8811, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0511, loss: 1.0433 +2024-03-12 21:54:56,894 - mmdet - INFO - Epoch [26][1300/7330] lr: 4.612e-06, eta: 1 day, 11:07:04, time: 1.557, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1420, s0.acc: 95.0247, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2213, s1.loss_cls: 0.0676, s1.acc: 95.0929, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1098, s2.loss_cls: 0.0338, s2.acc: 95.0040, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0517, loss: 1.0152 +2024-03-12 21:56:16,230 - mmdet - INFO - Epoch [26][1350/7330] lr: 4.612e-06, eta: 1 day, 11:05:44, time: 1.587, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1395, s0.acc: 95.0254, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2220, s1.loss_cls: 0.0648, s1.acc: 95.3027, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1094, s2.loss_cls: 0.0327, s2.acc: 95.1387, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0517, loss: 1.0194 +2024-03-12 21:57:37,207 - mmdet - INFO - Epoch [26][1400/7330] lr: 4.612e-06, eta: 1 day, 11:04:25, time: 1.620, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1474, s0.acc: 94.8176, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2182, s1.loss_cls: 0.0693, s1.acc: 94.9668, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1075, s2.loss_cls: 0.0348, s2.acc: 94.8859, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0511, loss: 1.0184 +2024-03-12 21:58:58,001 - mmdet - INFO - Epoch [26][1450/7330] lr: 4.612e-06, eta: 1 day, 11:03:05, time: 1.615, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1480, s0.acc: 94.8345, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2232, s1.loss_cls: 0.0705, s1.acc: 94.9741, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1100, s2.loss_cls: 0.0351, s2.acc: 94.8607, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0520, loss: 1.0268 +2024-03-12 22:00:15,594 - mmdet - INFO - Epoch [26][1500/7330] lr: 4.612e-06, eta: 1 day, 11:01:45, time: 1.552, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1544, s0.acc: 94.5854, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2238, s1.loss_cls: 0.0736, s1.acc: 94.6766, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1101, s2.loss_cls: 0.0367, s2.acc: 94.5144, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0518, loss: 1.0643 +2024-03-12 22:01:35,745 - mmdet - INFO - Epoch [26][1550/7330] lr: 4.612e-06, eta: 1 day, 11:00:25, time: 1.603, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1487, s0.acc: 94.8525, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2254, s1.loss_cls: 0.0697, s1.acc: 95.0759, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1110, s2.loss_cls: 0.0346, s2.acc: 94.9483, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0524, loss: 1.0458 +2024-03-12 22:03:01,406 - mmdet - INFO - Epoch [26][1600/7330] lr: 4.612e-06, eta: 1 day, 10:59:08, time: 1.713, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1413, s0.acc: 94.9338, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2259, s1.loss_cls: 0.0666, s1.acc: 95.1471, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1111, s2.loss_cls: 0.0337, s2.acc: 94.9912, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0523, loss: 1.0273 +2024-03-12 22:04:20,539 - mmdet - INFO - Epoch [26][1650/7330] lr: 4.612e-06, eta: 1 day, 10:57:48, time: 1.583, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1355, s0.acc: 95.2966, s0.loss_bbox: 0.1976, s0.loss_mask: 0.2225, s1.loss_cls: 0.0638, s1.acc: 95.4145, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1095, s2.loss_cls: 0.0322, s2.acc: 95.2479, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0517, loss: 0.9894 +2024-03-12 22:05:42,061 - mmdet - INFO - Epoch [26][1700/7330] lr: 4.612e-06, eta: 1 day, 10:56:29, time: 1.630, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1510, s0.acc: 94.7461, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2267, s1.loss_cls: 0.0718, s1.acc: 94.8472, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1106, s2.loss_cls: 0.0354, s2.acc: 94.7866, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0518, loss: 1.0494 +2024-03-12 22:07:03,078 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-12 22:07:03,078 - mmdet - INFO - Epoch [26][1750/7330] lr: 4.612e-06, eta: 1 day, 10:55:10, time: 1.620, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1516, s0.acc: 94.7607, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2199, s1.loss_cls: 0.0718, s1.acc: 94.9512, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1087, s2.loss_cls: 0.0355, s2.acc: 94.8293, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0515, loss: 1.0393 +2024-03-12 22:08:20,438 - mmdet - INFO - Epoch [26][1800/7330] lr: 4.612e-06, eta: 1 day, 10:53:50, time: 1.547, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1466, s0.acc: 94.9150, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2234, s1.loss_cls: 0.0685, s1.acc: 95.1253, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1093, s2.loss_cls: 0.0339, s2.acc: 95.1047, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0517, loss: 1.0333 +2024-03-12 22:09:43,948 - mmdet - INFO - Epoch [26][1850/7330] lr: 4.612e-06, eta: 1 day, 10:52:31, time: 1.670, data_time: 0.114, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1474, s0.acc: 94.8806, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2280, s1.loss_cls: 0.0695, s1.acc: 95.0623, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1117, s2.loss_cls: 0.0349, s2.acc: 94.8819, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0524, loss: 1.0550 +2024-03-12 22:11:08,163 - mmdet - INFO - Epoch [26][1900/7330] lr: 4.612e-06, eta: 1 day, 10:51:14, time: 1.684, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1477, s0.acc: 94.8188, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2277, s1.loss_cls: 0.0698, s1.acc: 95.0167, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1115, s2.loss_cls: 0.0340, s2.acc: 94.9983, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0526, loss: 1.0358 +2024-03-12 22:12:27,822 - mmdet - INFO - Epoch [26][1950/7330] lr: 4.612e-06, eta: 1 day, 10:49:54, time: 1.594, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1563, s0.acc: 94.5603, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2331, s1.loss_cls: 0.0735, s1.acc: 94.7620, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1140, s2.loss_cls: 0.0366, s2.acc: 94.5479, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0533, loss: 1.0913 +2024-03-12 22:13:45,306 - mmdet - INFO - Epoch [26][2000/7330] lr: 4.612e-06, eta: 1 day, 10:48:33, time: 1.549, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1522, s0.acc: 94.8352, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2197, s1.loss_cls: 0.0709, s1.acc: 95.0011, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1079, s2.loss_cls: 0.0352, s2.acc: 94.8178, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0510, loss: 1.0354 +2024-03-12 22:15:03,670 - mmdet - INFO - Epoch [26][2050/7330] lr: 4.612e-06, eta: 1 day, 10:47:13, time: 1.568, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1502, s0.acc: 94.6721, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2265, s1.loss_cls: 0.0718, s1.acc: 94.8075, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1107, s2.loss_cls: 0.0360, s2.acc: 94.6310, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0523, loss: 1.0539 +2024-03-12 22:16:25,891 - mmdet - INFO - Epoch [26][2100/7330] lr: 4.612e-06, eta: 1 day, 10:45:55, time: 1.644, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1438, s0.acc: 95.0132, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2168, s1.loss_cls: 0.0681, s1.acc: 95.1492, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1063, s2.loss_cls: 0.0334, s2.acc: 95.1032, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0505, loss: 1.0093 +2024-03-12 22:17:39,643 - mmdet - INFO - Epoch [26][2150/7330] lr: 4.612e-06, eta: 1 day, 10:44:32, time: 1.475, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1457, s0.acc: 94.8540, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2164, s1.loss_cls: 0.0687, s1.acc: 95.0219, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1072, s2.loss_cls: 0.0344, s2.acc: 94.9322, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0507, loss: 1.0181 +2024-03-12 22:18:57,322 - mmdet - INFO - Epoch [26][2200/7330] lr: 4.612e-06, eta: 1 day, 10:43:12, time: 1.554, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1585, s0.acc: 94.5793, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2266, s1.loss_cls: 0.0736, s1.acc: 94.8320, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1105, s2.loss_cls: 0.0365, s2.acc: 94.7547, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0521, loss: 1.0719 +2024-03-12 22:20:17,812 - mmdet - INFO - Epoch [26][2250/7330] lr: 4.612e-06, eta: 1 day, 10:41:52, time: 1.610, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1460, s0.acc: 94.8813, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2266, s1.loss_cls: 0.0694, s1.acc: 95.0049, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1108, s2.loss_cls: 0.0342, s2.acc: 94.9805, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0524, loss: 1.0356 +2024-03-12 22:21:37,210 - mmdet - INFO - Epoch [26][2300/7330] lr: 4.612e-06, eta: 1 day, 10:40:33, time: 1.588, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1615, s0.acc: 94.2864, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2227, s1.loss_cls: 0.0774, s1.acc: 94.4043, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1106, s2.loss_cls: 0.0384, s2.acc: 94.3612, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0520, loss: 1.0913 +2024-03-12 22:22:59,084 - mmdet - INFO - Epoch [26][2350/7330] lr: 4.612e-06, eta: 1 day, 10:39:14, time: 1.637, data_time: 0.196, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1526, s0.acc: 94.6272, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2299, s1.loss_cls: 0.0725, s1.acc: 94.8534, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1117, s2.loss_cls: 0.0364, s2.acc: 94.7080, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0526, loss: 1.0608 +2024-03-12 22:24:16,330 - mmdet - INFO - Epoch [26][2400/7330] lr: 4.612e-06, eta: 1 day, 10:37:53, time: 1.545, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1503, s0.acc: 94.6943, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2324, s1.loss_cls: 0.0705, s1.acc: 94.9684, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1146, s2.loss_cls: 0.0346, s2.acc: 94.9344, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0543, loss: 1.0634 +2024-03-12 22:25:39,577 - mmdet - INFO - Epoch [26][2450/7330] lr: 4.612e-06, eta: 1 day, 10:36:35, time: 1.665, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1398, s0.acc: 95.0408, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2205, s1.loss_cls: 0.0663, s1.acc: 95.2095, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1084, s2.loss_cls: 0.0335, s2.acc: 95.0614, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0511, loss: 1.0127 +2024-03-12 22:26:58,949 - mmdet - INFO - Epoch [26][2500/7330] lr: 4.612e-06, eta: 1 day, 10:35:15, time: 1.587, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1450, s0.acc: 94.9668, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2254, s1.loss_cls: 0.0691, s1.acc: 95.1221, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1109, s2.loss_cls: 0.0343, s2.acc: 94.9973, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0524, loss: 1.0351 +2024-03-12 22:28:21,760 - mmdet - INFO - Epoch [26][2550/7330] lr: 4.612e-06, eta: 1 day, 10:33:57, time: 1.656, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1514, s0.acc: 94.6663, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2295, s1.loss_cls: 0.0721, s1.acc: 94.7527, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1122, s2.loss_cls: 0.0355, s2.acc: 94.7353, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0528, loss: 1.0611 +2024-03-12 22:29:45,223 - mmdet - INFO - Epoch [26][2600/7330] lr: 4.612e-06, eta: 1 day, 10:32:39, time: 1.669, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1529, s0.acc: 94.5471, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2200, s1.loss_cls: 0.0728, s1.acc: 94.6699, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1091, s2.loss_cls: 0.0363, s2.acc: 94.5776, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0513, loss: 1.0584 +2024-03-12 22:31:06,103 - mmdet - INFO - Epoch [26][2650/7330] lr: 4.612e-06, eta: 1 day, 10:31:20, time: 1.618, data_time: 0.203, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1420, s0.acc: 95.0796, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2298, s1.loss_cls: 0.0664, s1.acc: 95.3132, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1124, s2.loss_cls: 0.0332, s2.acc: 95.2082, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0525, loss: 1.0241 +2024-03-12 22:32:26,254 - mmdet - INFO - Epoch [26][2700/7330] lr: 4.612e-06, eta: 1 day, 10:30:00, time: 1.603, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1587, s0.acc: 94.6272, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2296, s1.loss_cls: 0.0746, s1.acc: 94.8200, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1129, s2.loss_cls: 0.0371, s2.acc: 94.6367, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0530, loss: 1.0760 +2024-03-12 22:33:45,568 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-12 22:33:45,569 - mmdet - INFO - Epoch [26][2750/7330] lr: 4.612e-06, eta: 1 day, 10:28:40, time: 1.586, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1518, s0.acc: 94.7371, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2245, s1.loss_cls: 0.0722, s1.acc: 94.9135, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1114, s2.loss_cls: 0.0354, s2.acc: 94.8456, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0530, loss: 1.0539 +2024-03-12 22:35:06,147 - mmdet - INFO - Epoch [26][2800/7330] lr: 4.612e-06, eta: 1 day, 10:27:21, time: 1.612, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1504, s0.acc: 94.7886, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2257, s1.loss_cls: 0.0718, s1.acc: 94.9804, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1127, s2.loss_cls: 0.0358, s2.acc: 94.8633, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0534, loss: 1.0512 +2024-03-12 22:36:25,853 - mmdet - INFO - Epoch [26][2850/7330] lr: 4.612e-06, eta: 1 day, 10:26:01, time: 1.594, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1501, s0.acc: 94.8140, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2262, s1.loss_cls: 0.0702, s1.acc: 95.0740, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1115, s2.loss_cls: 0.0348, s2.acc: 94.8752, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0527, loss: 1.0360 +2024-03-12 22:37:46,043 - mmdet - INFO - Epoch [26][2900/7330] lr: 4.612e-06, eta: 1 day, 10:24:42, time: 1.604, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1529, s0.acc: 94.6306, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2223, s1.loss_cls: 0.0713, s1.acc: 94.9096, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1102, s2.loss_cls: 0.0354, s2.acc: 94.7990, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0522, loss: 1.0601 +2024-03-12 22:39:04,640 - mmdet - INFO - Epoch [26][2950/7330] lr: 4.612e-06, eta: 1 day, 10:23:22, time: 1.572, data_time: 0.124, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1531, s0.acc: 94.6057, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2255, s1.loss_cls: 0.0718, s1.acc: 94.7961, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1108, s2.loss_cls: 0.0356, s2.acc: 94.6958, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0526, loss: 1.0624 +2024-03-12 22:40:24,962 - mmdet - INFO - Epoch [26][3000/7330] lr: 4.612e-06, eta: 1 day, 10:22:02, time: 1.606, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1465, s0.acc: 94.9038, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2251, s1.loss_cls: 0.0688, s1.acc: 95.1356, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1118, s2.loss_cls: 0.0338, s2.acc: 95.0748, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0529, loss: 1.0327 +2024-03-12 22:41:44,460 - mmdet - INFO - Epoch [26][3050/7330] lr: 4.612e-06, eta: 1 day, 10:20:42, time: 1.590, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1528, s0.acc: 94.6453, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2270, s1.loss_cls: 0.0734, s1.acc: 94.7086, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1118, s2.loss_cls: 0.0367, s2.acc: 94.6393, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0529, loss: 1.0656 +2024-03-12 22:43:03,687 - mmdet - INFO - Epoch [26][3100/7330] lr: 4.612e-06, eta: 1 day, 10:19:23, time: 1.585, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1601, s0.acc: 94.4055, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2294, s1.loss_cls: 0.0768, s1.acc: 94.6242, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1125, s2.loss_cls: 0.0378, s2.acc: 94.5503, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0532, loss: 1.0880 +2024-03-12 22:44:22,983 - mmdet - INFO - Epoch [26][3150/7330] lr: 4.612e-06, eta: 1 day, 10:18:03, time: 1.586, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1564, s0.acc: 94.5635, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2270, s1.loss_cls: 0.0750, s1.acc: 94.6793, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1114, s2.loss_cls: 0.0374, s2.acc: 94.4718, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0523, loss: 1.0754 +2024-03-12 22:45:41,869 - mmdet - INFO - Epoch [26][3200/7330] lr: 4.612e-06, eta: 1 day, 10:16:43, time: 1.578, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1509, s0.acc: 94.6719, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2267, s1.loss_cls: 0.0720, s1.acc: 94.7711, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1116, s2.loss_cls: 0.0361, s2.acc: 94.6249, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0530, loss: 1.0613 +2024-03-12 22:47:05,705 - mmdet - INFO - Epoch [26][3250/7330] lr: 4.612e-06, eta: 1 day, 10:15:25, time: 1.677, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1560, s0.acc: 94.5813, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2279, s1.loss_cls: 0.0732, s1.acc: 94.7868, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1130, s2.loss_cls: 0.0365, s2.acc: 94.6641, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0535, loss: 1.0750 +2024-03-12 22:48:26,902 - mmdet - INFO - Epoch [26][3300/7330] lr: 4.612e-06, eta: 1 day, 10:14:06, time: 1.624, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1554, s0.acc: 94.6924, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2203, s1.loss_cls: 0.0734, s1.acc: 94.8868, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1086, s2.loss_cls: 0.0365, s2.acc: 94.7646, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0515, loss: 1.0479 +2024-03-12 22:49:52,039 - mmdet - INFO - Epoch [26][3350/7330] lr: 4.612e-06, eta: 1 day, 10:12:48, time: 1.703, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1602, s0.acc: 94.4568, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2288, s1.loss_cls: 0.0766, s1.acc: 94.6022, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1141, s2.loss_cls: 0.0386, s2.acc: 94.2262, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0540, loss: 1.0939 +2024-03-12 22:51:12,055 - mmdet - INFO - Epoch [26][3400/7330] lr: 4.612e-06, eta: 1 day, 10:11:29, time: 1.600, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1547, s0.acc: 94.6384, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2304, s1.loss_cls: 0.0736, s1.acc: 94.7656, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1151, s2.loss_cls: 0.0368, s2.acc: 94.5874, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0545, loss: 1.0893 +2024-03-12 22:52:26,900 - mmdet - INFO - Epoch [26][3450/7330] lr: 4.612e-06, eta: 1 day, 10:10:07, time: 1.497, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1407, s0.acc: 95.1011, s0.loss_bbox: 0.1976, s0.loss_mask: 0.2204, s1.loss_cls: 0.0665, s1.acc: 95.2431, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1098, s2.loss_cls: 0.0330, s2.acc: 95.2173, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0522, loss: 0.9985 +2024-03-12 22:53:47,448 - mmdet - INFO - Epoch [26][3500/7330] lr: 4.612e-06, eta: 1 day, 10:08:48, time: 1.611, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1545, s0.acc: 94.6514, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2249, s1.loss_cls: 0.0733, s1.acc: 94.8228, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1104, s2.loss_cls: 0.0368, s2.acc: 94.6676, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0520, loss: 1.0559 +2024-03-12 22:55:07,257 - mmdet - INFO - Epoch [26][3550/7330] lr: 4.612e-06, eta: 1 day, 10:07:28, time: 1.596, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1458, s0.acc: 94.9111, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2268, s1.loss_cls: 0.0683, s1.acc: 95.0747, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1117, s2.loss_cls: 0.0340, s2.acc: 94.9481, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0528, loss: 1.0364 +2024-03-12 22:56:28,396 - mmdet - INFO - Epoch [26][3600/7330] lr: 4.612e-06, eta: 1 day, 10:06:09, time: 1.623, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1481, s0.acc: 94.7234, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2314, s1.loss_cls: 0.0706, s1.acc: 94.9622, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1131, s2.loss_cls: 0.0354, s2.acc: 94.7420, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0533, loss: 1.0651 +2024-03-12 22:57:48,226 - mmdet - INFO - Epoch [26][3650/7330] lr: 4.612e-06, eta: 1 day, 10:04:49, time: 1.597, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1591, s0.acc: 94.4963, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2268, s1.loss_cls: 0.0757, s1.acc: 94.6228, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1109, s2.loss_cls: 0.0372, s2.acc: 94.6033, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0522, loss: 1.0762 +2024-03-12 22:59:09,102 - mmdet - INFO - Epoch [26][3700/7330] lr: 4.612e-06, eta: 1 day, 10:03:30, time: 1.617, data_time: 0.214, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1448, s0.acc: 94.9553, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2240, s1.loss_cls: 0.0699, s1.acc: 95.0205, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1099, s2.loss_cls: 0.0347, s2.acc: 94.8341, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0521, loss: 1.0287 +2024-03-12 23:00:27,668 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-12 23:00:27,668 - mmdet - INFO - Epoch [26][3750/7330] lr: 4.612e-06, eta: 1 day, 10:02:10, time: 1.571, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1461, s0.acc: 94.8701, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2221, s1.loss_cls: 0.0691, s1.acc: 95.0208, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1115, s2.loss_cls: 0.0345, s2.acc: 94.9151, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0527, loss: 1.0302 +2024-03-12 23:01:49,119 - mmdet - INFO - Epoch [26][3800/7330] lr: 4.612e-06, eta: 1 day, 10:00:51, time: 1.629, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1437, s0.acc: 94.9824, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2221, s1.loss_cls: 0.0675, s1.acc: 95.2345, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1104, s2.loss_cls: 0.0341, s2.acc: 94.9986, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0523, loss: 1.0177 +2024-03-12 23:03:10,043 - mmdet - INFO - Epoch [26][3850/7330] lr: 4.612e-06, eta: 1 day, 9:59:32, time: 1.618, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1542, s0.acc: 94.6560, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2218, s1.loss_cls: 0.0721, s1.acc: 94.8384, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1092, s2.loss_cls: 0.0354, s2.acc: 94.7354, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0517, loss: 1.0475 +2024-03-12 23:04:30,905 - mmdet - INFO - Epoch [26][3900/7330] lr: 4.612e-06, eta: 1 day, 9:58:13, time: 1.617, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1554, s0.acc: 94.6206, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2293, s1.loss_cls: 0.0740, s1.acc: 94.7789, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1128, s2.loss_cls: 0.0367, s2.acc: 94.6387, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0530, loss: 1.0657 +2024-03-12 23:05:48,049 - mmdet - INFO - Epoch [26][3950/7330] lr: 4.612e-06, eta: 1 day, 9:56:52, time: 1.543, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1454, s0.acc: 94.8950, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2212, s1.loss_cls: 0.0690, s1.acc: 95.0521, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1097, s2.loss_cls: 0.0339, s2.acc: 94.9667, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0517, loss: 1.0235 +2024-03-12 23:07:05,985 - mmdet - INFO - Epoch [26][4000/7330] lr: 4.612e-06, eta: 1 day, 9:55:31, time: 1.559, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1438, s0.acc: 95.0105, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2231, s1.loss_cls: 0.0673, s1.acc: 95.2382, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1097, s2.loss_cls: 0.0339, s2.acc: 95.0523, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0519, loss: 1.0129 +2024-03-12 23:08:29,089 - mmdet - INFO - Epoch [26][4050/7330] lr: 4.612e-06, eta: 1 day, 9:54:13, time: 1.662, data_time: 0.230, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1443, s0.acc: 94.9688, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2202, s1.loss_cls: 0.0683, s1.acc: 95.1274, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1079, s2.loss_cls: 0.0341, s2.acc: 95.0448, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0512, loss: 1.0166 +2024-03-12 23:09:49,873 - mmdet - INFO - Epoch [26][4100/7330] lr: 4.612e-06, eta: 1 day, 9:52:54, time: 1.616, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1411, s0.acc: 95.0967, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2212, s1.loss_cls: 0.0673, s1.acc: 95.1648, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1076, s2.loss_cls: 0.0341, s2.acc: 95.0760, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0507, loss: 1.0006 +2024-03-12 23:11:12,377 - mmdet - INFO - Epoch [26][4150/7330] lr: 4.612e-06, eta: 1 day, 9:51:35, time: 1.650, data_time: 0.213, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1449, s0.acc: 94.9304, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2223, s1.loss_cls: 0.0688, s1.acc: 95.0655, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1089, s2.loss_cls: 0.0349, s2.acc: 94.8927, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0514, loss: 1.0350 +2024-03-12 23:12:28,391 - mmdet - INFO - Epoch [26][4200/7330] lr: 4.612e-06, eta: 1 day, 9:50:14, time: 1.520, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1457, s0.acc: 94.9175, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2240, s1.loss_cls: 0.0674, s1.acc: 95.2024, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1090, s2.loss_cls: 0.0333, s2.acc: 95.0673, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0511, loss: 1.0255 +2024-03-12 23:13:44,165 - mmdet - INFO - Epoch [26][4250/7330] lr: 4.612e-06, eta: 1 day, 9:48:53, time: 1.516, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1441, s0.acc: 94.8894, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2195, s1.loss_cls: 0.0678, s1.acc: 95.0685, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1084, s2.loss_cls: 0.0346, s2.acc: 94.9519, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0511, loss: 1.0149 +2024-03-12 23:14:58,211 - mmdet - INFO - Epoch [26][4300/7330] lr: 4.612e-06, eta: 1 day, 9:47:31, time: 1.481, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1465, s0.acc: 94.8894, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2257, s1.loss_cls: 0.0691, s1.acc: 95.0690, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1108, s2.loss_cls: 0.0345, s2.acc: 94.8422, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0523, loss: 1.0394 +2024-03-12 23:16:17,261 - mmdet - INFO - Epoch [26][4350/7330] lr: 4.612e-06, eta: 1 day, 9:46:11, time: 1.581, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1473, s0.acc: 94.9170, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2224, s1.loss_cls: 0.0696, s1.acc: 95.0884, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1092, s2.loss_cls: 0.0348, s2.acc: 95.0373, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0513, loss: 1.0276 +2024-03-12 23:17:36,947 - mmdet - INFO - Epoch [26][4400/7330] lr: 4.612e-06, eta: 1 day, 9:44:51, time: 1.594, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1460, s0.acc: 94.8960, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2288, s1.loss_cls: 0.0695, s1.acc: 95.0433, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1122, s2.loss_cls: 0.0347, s2.acc: 94.8210, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0524, loss: 1.0460 +2024-03-12 23:18:54,490 - mmdet - INFO - Epoch [26][4450/7330] lr: 4.612e-06, eta: 1 day, 9:43:31, time: 1.551, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1393, s0.acc: 95.1360, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2228, s1.loss_cls: 0.0654, s1.acc: 95.2800, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1089, s2.loss_cls: 0.0330, s2.acc: 95.1228, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0513, loss: 1.0051 +2024-03-12 23:20:12,414 - mmdet - INFO - Epoch [26][4500/7330] lr: 4.612e-06, eta: 1 day, 9:42:10, time: 1.558, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1582, s0.acc: 94.4939, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2281, s1.loss_cls: 0.0746, s1.acc: 94.6192, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1122, s2.loss_cls: 0.0375, s2.acc: 94.4124, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0528, loss: 1.0811 +2024-03-12 23:21:26,690 - mmdet - INFO - Epoch [26][4550/7330] lr: 4.612e-06, eta: 1 day, 9:40:48, time: 1.486, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1500, s0.acc: 94.7798, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2266, s1.loss_cls: 0.0708, s1.acc: 94.9204, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1110, s2.loss_cls: 0.0349, s2.acc: 94.8525, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0520, loss: 1.0409 +2024-03-12 23:22:43,744 - mmdet - INFO - Epoch [26][4600/7330] lr: 4.612e-06, eta: 1 day, 9:39:28, time: 1.541, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1366, s0.acc: 95.1665, s0.loss_bbox: 0.2013, s0.loss_mask: 0.2164, s1.loss_cls: 0.0651, s1.acc: 95.3161, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1075, s2.loss_cls: 0.0330, s2.acc: 95.1724, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0511, loss: 0.9921 +2024-03-12 23:24:01,840 - mmdet - INFO - Epoch [26][4650/7330] lr: 4.612e-06, eta: 1 day, 9:38:07, time: 1.562, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1597, s0.acc: 94.3882, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2315, s1.loss_cls: 0.0758, s1.acc: 94.5571, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1129, s2.loss_cls: 0.0376, s2.acc: 94.5111, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0532, loss: 1.0890 +2024-03-12 23:25:19,339 - mmdet - INFO - Epoch [26][4700/7330] lr: 4.612e-06, eta: 1 day, 9:36:47, time: 1.550, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1544, s0.acc: 94.6423, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2239, s1.loss_cls: 0.0731, s1.acc: 94.7931, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1106, s2.loss_cls: 0.0368, s2.acc: 94.5671, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0526, loss: 1.0643 +2024-03-12 23:26:39,094 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-12 23:26:39,094 - mmdet - INFO - Epoch [26][4750/7330] lr: 4.612e-06, eta: 1 day, 9:35:27, time: 1.595, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1456, s0.acc: 94.8706, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2233, s1.loss_cls: 0.0702, s1.acc: 94.9542, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1109, s2.loss_cls: 0.0356, s2.acc: 94.6873, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0520, loss: 1.0327 +2024-03-12 23:27:58,468 - mmdet - INFO - Epoch [26][4800/7330] lr: 4.612e-06, eta: 1 day, 9:34:07, time: 1.587, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1454, s0.acc: 94.8979, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2257, s1.loss_cls: 0.0672, s1.acc: 95.1717, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1107, s2.loss_cls: 0.0333, s2.acc: 95.0981, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0524, loss: 1.0461 +2024-03-12 23:29:16,505 - mmdet - INFO - Epoch [26][4850/7330] lr: 4.612e-06, eta: 1 day, 9:32:47, time: 1.561, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1495, s0.acc: 94.7849, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2212, s1.loss_cls: 0.0716, s1.acc: 94.8361, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1088, s2.loss_cls: 0.0360, s2.acc: 94.6429, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0509, loss: 1.0361 +2024-03-12 23:30:37,537 - mmdet - INFO - Epoch [26][4900/7330] lr: 4.612e-06, eta: 1 day, 9:31:28, time: 1.621, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1458, s0.acc: 94.8999, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2236, s1.loss_cls: 0.0681, s1.acc: 95.0964, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1101, s2.loss_cls: 0.0340, s2.acc: 95.0643, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0518, loss: 1.0348 +2024-03-12 23:31:52,335 - mmdet - INFO - Epoch [26][4950/7330] lr: 4.612e-06, eta: 1 day, 9:30:06, time: 1.496, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1495, s0.acc: 94.7947, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2236, s1.loss_cls: 0.0711, s1.acc: 94.9318, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1108, s2.loss_cls: 0.0352, s2.acc: 94.9096, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0524, loss: 1.0512 +2024-03-12 23:33:08,728 - mmdet - INFO - Epoch [26][5000/7330] lr: 4.612e-06, eta: 1 day, 9:28:45, time: 1.527, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1477, s0.acc: 94.8606, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2288, s1.loss_cls: 0.0716, s1.acc: 94.9035, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1132, s2.loss_cls: 0.0351, s2.acc: 94.8097, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0528, loss: 1.0443 +2024-03-12 23:34:26,471 - mmdet - INFO - Epoch [26][5050/7330] lr: 4.612e-06, eta: 1 day, 9:27:25, time: 1.555, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1490, s0.acc: 94.8694, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2295, s1.loss_cls: 0.0709, s1.acc: 95.0114, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1114, s2.loss_cls: 0.0349, s2.acc: 94.8930, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0521, loss: 1.0402 +2024-03-12 23:35:46,497 - mmdet - INFO - Epoch [26][5100/7330] lr: 4.612e-06, eta: 1 day, 9:26:05, time: 1.601, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1500, s0.acc: 94.6875, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2290, s1.loss_cls: 0.0709, s1.acc: 94.7942, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1129, s2.loss_cls: 0.0353, s2.acc: 94.7463, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0531, loss: 1.0594 +2024-03-12 23:37:05,544 - mmdet - INFO - Epoch [26][5150/7330] lr: 4.612e-06, eta: 1 day, 9:24:45, time: 1.581, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1452, s0.acc: 94.9868, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2207, s1.loss_cls: 0.0682, s1.acc: 95.1945, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1098, s2.loss_cls: 0.0337, s2.acc: 95.1361, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0518, loss: 1.0296 +2024-03-12 23:38:25,449 - mmdet - INFO - Epoch [26][5200/7330] lr: 4.612e-06, eta: 1 day, 9:23:26, time: 1.598, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1460, s0.acc: 94.9209, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2242, s1.loss_cls: 0.0682, s1.acc: 95.1584, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1111, s2.loss_cls: 0.0342, s2.acc: 95.0299, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0525, loss: 1.0426 +2024-03-12 23:39:47,480 - mmdet - INFO - Epoch [26][5250/7330] lr: 4.612e-06, eta: 1 day, 9:22:07, time: 1.641, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1480, s0.acc: 94.8958, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2257, s1.loss_cls: 0.0693, s1.acc: 95.0946, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1106, s2.loss_cls: 0.0345, s2.acc: 94.9166, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0520, loss: 1.0341 +2024-03-12 23:41:05,512 - mmdet - INFO - Epoch [26][5300/7330] lr: 4.612e-06, eta: 1 day, 9:20:47, time: 1.561, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1475, s0.acc: 94.8010, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2265, s1.loss_cls: 0.0692, s1.acc: 95.0795, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1110, s2.loss_cls: 0.0345, s2.acc: 94.9231, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0527, loss: 1.0483 +2024-03-12 23:42:25,396 - mmdet - INFO - Epoch [26][5350/7330] lr: 4.612e-06, eta: 1 day, 9:19:27, time: 1.598, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1402, s0.acc: 94.9768, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2199, s1.loss_cls: 0.0666, s1.acc: 95.1167, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1099, s2.loss_cls: 0.0341, s2.acc: 94.8746, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0519, loss: 1.0187 +2024-03-12 23:43:44,108 - mmdet - INFO - Epoch [26][5400/7330] lr: 4.612e-06, eta: 1 day, 9:18:07, time: 1.574, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1405, s0.acc: 95.0518, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2283, s1.loss_cls: 0.0665, s1.acc: 95.1681, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1120, s2.loss_cls: 0.0331, s2.acc: 95.0821, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0527, loss: 1.0211 +2024-03-12 23:45:03,589 - mmdet - INFO - Epoch [26][5450/7330] lr: 4.612e-06, eta: 1 day, 9:16:47, time: 1.590, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1477, s0.acc: 94.8359, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2291, s1.loss_cls: 0.0692, s1.acc: 94.9838, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1134, s2.loss_cls: 0.0345, s2.acc: 94.8134, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0529, loss: 1.0471 +2024-03-12 23:46:23,303 - mmdet - INFO - Epoch [26][5500/7330] lr: 4.612e-06, eta: 1 day, 9:15:27, time: 1.594, data_time: 0.124, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1430, s0.acc: 94.9587, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2257, s1.loss_cls: 0.0675, s1.acc: 95.1504, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1114, s2.loss_cls: 0.0335, s2.acc: 94.9996, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0526, loss: 1.0321 +2024-03-12 23:47:46,502 - mmdet - INFO - Epoch [26][5550/7330] lr: 4.612e-06, eta: 1 day, 9:14:09, time: 1.664, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1454, s0.acc: 94.9553, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2215, s1.loss_cls: 0.0684, s1.acc: 95.1249, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1100, s2.loss_cls: 0.0340, s2.acc: 95.0709, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0520, loss: 1.0255 +2024-03-12 23:49:06,096 - mmdet - INFO - Epoch [26][5600/7330] lr: 4.612e-06, eta: 1 day, 9:12:49, time: 1.592, data_time: 0.118, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1427, s0.acc: 94.9077, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2212, s1.loss_cls: 0.0665, s1.acc: 95.1684, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1097, s2.loss_cls: 0.0330, s2.acc: 95.0339, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0523, loss: 1.0257 +2024-03-12 23:50:25,844 - mmdet - INFO - Epoch [26][5650/7330] lr: 4.612e-06, eta: 1 day, 9:11:30, time: 1.595, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1420, s0.acc: 94.9431, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2220, s1.loss_cls: 0.0674, s1.acc: 95.1292, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1094, s2.loss_cls: 0.0344, s2.acc: 94.8792, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0515, loss: 1.0273 +2024-03-12 23:51:47,955 - mmdet - INFO - Epoch [26][5700/7330] lr: 4.612e-06, eta: 1 day, 9:10:11, time: 1.642, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1487, s0.acc: 94.8354, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2225, s1.loss_cls: 0.0708, s1.acc: 95.0271, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1103, s2.loss_cls: 0.0350, s2.acc: 94.8885, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0523, loss: 1.0366 +2024-03-12 23:53:07,973 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-12 23:53:07,974 - mmdet - INFO - Epoch [26][5750/7330] lr: 4.612e-06, eta: 1 day, 9:08:52, time: 1.600, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1460, s0.acc: 94.9421, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2237, s1.loss_cls: 0.0690, s1.acc: 95.0949, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1096, s2.loss_cls: 0.0340, s2.acc: 95.0354, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0514, loss: 1.0218 +2024-03-12 23:54:24,289 - mmdet - INFO - Epoch [26][5800/7330] lr: 4.612e-06, eta: 1 day, 9:07:30, time: 1.526, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1459, s0.acc: 94.9014, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2144, s1.loss_cls: 0.0682, s1.acc: 95.0719, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1074, s2.loss_cls: 0.0341, s2.acc: 94.9679, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0510, loss: 1.0106 +2024-03-12 23:55:43,560 - mmdet - INFO - Epoch [26][5850/7330] lr: 4.612e-06, eta: 1 day, 9:06:11, time: 1.585, data_time: 0.113, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1530, s0.acc: 94.6809, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2259, s1.loss_cls: 0.0726, s1.acc: 94.8315, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1118, s2.loss_cls: 0.0356, s2.acc: 94.7403, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0529, loss: 1.0615 +2024-03-12 23:57:03,366 - mmdet - INFO - Epoch [26][5900/7330] lr: 4.612e-06, eta: 1 day, 9:04:51, time: 1.596, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1410, s0.acc: 94.9731, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2225, s1.loss_cls: 0.0667, s1.acc: 95.1108, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1099, s2.loss_cls: 0.0337, s2.acc: 95.0634, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0517, loss: 1.0144 +2024-03-12 23:58:23,116 - mmdet - INFO - Epoch [26][5950/7330] lr: 4.612e-06, eta: 1 day, 9:03:31, time: 1.595, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1435, s0.acc: 95.0249, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2235, s1.loss_cls: 0.0672, s1.acc: 95.2168, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1097, s2.loss_cls: 0.0332, s2.acc: 95.0485, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0519, loss: 1.0189 +2024-03-12 23:59:45,792 - mmdet - INFO - Epoch [26][6000/7330] lr: 4.612e-06, eta: 1 day, 9:02:13, time: 1.653, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1413, s0.acc: 95.0742, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2243, s1.loss_cls: 0.0665, s1.acc: 95.2813, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1106, s2.loss_cls: 0.0327, s2.acc: 95.1383, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0518, loss: 1.0216 +2024-03-13 00:01:06,476 - mmdet - INFO - Epoch [26][6050/7330] lr: 4.612e-06, eta: 1 day, 9:00:54, time: 1.614, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1398, s0.acc: 95.0972, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2214, s1.loss_cls: 0.0671, s1.acc: 95.2359, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1104, s2.loss_cls: 0.0334, s2.acc: 95.1454, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0526, loss: 1.0130 +2024-03-13 00:02:27,631 - mmdet - INFO - Epoch [26][6100/7330] lr: 4.612e-06, eta: 1 day, 8:59:34, time: 1.623, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1473, s0.acc: 94.8010, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2310, s1.loss_cls: 0.0699, s1.acc: 94.9555, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1129, s2.loss_cls: 0.0348, s2.acc: 94.7946, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0532, loss: 1.0510 +2024-03-13 00:03:46,438 - mmdet - INFO - Epoch [26][6150/7330] lr: 4.612e-06, eta: 1 day, 8:58:14, time: 1.576, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1521, s0.acc: 94.7239, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2263, s1.loss_cls: 0.0722, s1.acc: 94.8291, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1108, s2.loss_cls: 0.0360, s2.acc: 94.7008, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0520, loss: 1.0580 +2024-03-13 00:05:08,224 - mmdet - INFO - Epoch [26][6200/7330] lr: 4.612e-06, eta: 1 day, 8:56:56, time: 1.636, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1554, s0.acc: 94.5195, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2293, s1.loss_cls: 0.0743, s1.acc: 94.5829, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1131, s2.loss_cls: 0.0372, s2.acc: 94.4194, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0528, loss: 1.0884 +2024-03-13 00:06:23,451 - mmdet - INFO - Epoch [26][6250/7330] lr: 4.612e-06, eta: 1 day, 8:55:34, time: 1.505, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1498, s0.acc: 94.7759, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2269, s1.loss_cls: 0.0719, s1.acc: 94.8162, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1106, s2.loss_cls: 0.0356, s2.acc: 94.7375, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0524, loss: 1.0533 +2024-03-13 00:07:45,138 - mmdet - INFO - Epoch [26][6300/7330] lr: 4.612e-06, eta: 1 day, 8:54:15, time: 1.634, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1503, s0.acc: 94.7300, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2239, s1.loss_cls: 0.0701, s1.acc: 95.0156, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1109, s2.loss_cls: 0.0351, s2.acc: 94.8500, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0528, loss: 1.0572 +2024-03-13 00:09:04,338 - mmdet - INFO - Epoch [26][6350/7330] lr: 4.612e-06, eta: 1 day, 8:52:55, time: 1.584, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1463, s0.acc: 94.9741, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2243, s1.loss_cls: 0.0693, s1.acc: 95.1524, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1112, s2.loss_cls: 0.0348, s2.acc: 94.9285, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0525, loss: 1.0275 +2024-03-13 00:10:22,479 - mmdet - INFO - Epoch [26][6400/7330] lr: 4.612e-06, eta: 1 day, 8:51:35, time: 1.563, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1497, s0.acc: 94.7339, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2249, s1.loss_cls: 0.0708, s1.acc: 94.9155, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1118, s2.loss_cls: 0.0351, s2.acc: 94.8037, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0532, loss: 1.0580 +2024-03-13 00:11:38,767 - mmdet - INFO - Epoch [26][6450/7330] lr: 4.612e-06, eta: 1 day, 8:50:14, time: 1.526, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1404, s0.acc: 94.9592, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2278, s1.loss_cls: 0.0670, s1.acc: 95.1316, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1127, s2.loss_cls: 0.0334, s2.acc: 95.0187, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0528, loss: 1.0272 +2024-03-13 00:13:00,479 - mmdet - INFO - Epoch [26][6500/7330] lr: 4.612e-06, eta: 1 day, 8:48:55, time: 1.634, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1453, s0.acc: 94.8647, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2242, s1.loss_cls: 0.0692, s1.acc: 95.0144, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1101, s2.loss_cls: 0.0348, s2.acc: 94.7993, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0519, loss: 1.0402 +2024-03-13 00:14:20,921 - mmdet - INFO - Epoch [26][6550/7330] lr: 4.612e-06, eta: 1 day, 8:47:36, time: 1.609, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1485, s0.acc: 94.7637, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2262, s1.loss_cls: 0.0693, s1.acc: 95.0009, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1120, s2.loss_cls: 0.0342, s2.acc: 94.9206, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0532, loss: 1.0439 +2024-03-13 00:15:37,351 - mmdet - INFO - Epoch [26][6600/7330] lr: 4.612e-06, eta: 1 day, 8:46:15, time: 1.529, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1468, s0.acc: 94.9448, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2244, s1.loss_cls: 0.0697, s1.acc: 95.0536, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1112, s2.loss_cls: 0.0345, s2.acc: 94.9066, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0527, loss: 1.0369 +2024-03-13 00:17:00,138 - mmdet - INFO - Epoch [26][6650/7330] lr: 4.612e-06, eta: 1 day, 8:44:56, time: 1.656, data_time: 0.220, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1379, s0.acc: 95.0930, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2250, s1.loss_cls: 0.0643, s1.acc: 95.3323, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1113, s2.loss_cls: 0.0325, s2.acc: 95.1632, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0523, loss: 1.0191 +2024-03-13 00:18:17,408 - mmdet - INFO - Epoch [26][6700/7330] lr: 4.612e-06, eta: 1 day, 8:43:36, time: 1.545, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1423, s0.acc: 95.0940, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2191, s1.loss_cls: 0.0654, s1.acc: 95.3896, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1088, s2.loss_cls: 0.0323, s2.acc: 95.2483, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0517, loss: 1.0011 +2024-03-13 00:19:37,654 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-13 00:19:37,654 - mmdet - INFO - Epoch [26][6750/7330] lr: 4.612e-06, eta: 1 day, 8:42:16, time: 1.605, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1478, s0.acc: 94.8118, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2288, s1.loss_cls: 0.0689, s1.acc: 95.0301, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1117, s2.loss_cls: 0.0343, s2.acc: 94.9229, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0529, loss: 1.0543 +2024-03-13 00:20:55,913 - mmdet - INFO - Epoch [26][6800/7330] lr: 4.612e-06, eta: 1 day, 8:40:56, time: 1.565, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1460, s0.acc: 94.8604, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2334, s1.loss_cls: 0.0685, s1.acc: 95.0972, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1143, s2.loss_cls: 0.0337, s2.acc: 95.0433, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0538, loss: 1.0456 +2024-03-13 00:22:16,299 - mmdet - INFO - Epoch [26][6850/7330] lr: 4.612e-06, eta: 1 day, 8:39:37, time: 1.608, data_time: 0.210, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1474, s0.acc: 94.8052, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2286, s1.loss_cls: 0.0686, s1.acc: 95.0279, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1124, s2.loss_cls: 0.0344, s2.acc: 94.8692, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0531, loss: 1.0528 +2024-03-13 00:23:34,574 - mmdet - INFO - Epoch [26][6900/7330] lr: 4.612e-06, eta: 1 day, 8:38:16, time: 1.565, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1412, s0.acc: 95.0559, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2261, s1.loss_cls: 0.0664, s1.acc: 95.2257, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1114, s2.loss_cls: 0.0328, s2.acc: 95.1175, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0525, loss: 1.0135 +2024-03-13 00:24:52,059 - mmdet - INFO - Epoch [26][6950/7330] lr: 4.612e-06, eta: 1 day, 8:36:56, time: 1.550, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1415, s0.acc: 95.0547, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2215, s1.loss_cls: 0.0669, s1.acc: 95.2213, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1093, s2.loss_cls: 0.0336, s2.acc: 94.9957, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0515, loss: 1.0123 +2024-03-13 00:26:05,254 - mmdet - INFO - Epoch [26][7000/7330] lr: 4.612e-06, eta: 1 day, 8:35:34, time: 1.464, data_time: 0.096, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1372, s0.acc: 95.1194, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2239, s1.loss_cls: 0.0642, s1.acc: 95.3202, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1106, s2.loss_cls: 0.0321, s2.acc: 95.2098, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0521, loss: 1.0051 +2024-03-13 00:27:26,483 - mmdet - INFO - Epoch [26][7050/7330] lr: 4.612e-06, eta: 1 day, 8:34:15, time: 1.625, data_time: 0.217, memory: 23149, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1350, s0.acc: 95.3274, s0.loss_bbox: 0.1957, s0.loss_mask: 0.2179, s1.loss_cls: 0.0641, s1.acc: 95.4362, s1.loss_bbox: 0.0909, s1.loss_mask: 0.1084, s2.loss_cls: 0.0318, s2.acc: 95.3452, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0511, loss: 0.9795 +2024-03-13 00:28:45,448 - mmdet - INFO - Epoch [26][7100/7330] lr: 4.612e-06, eta: 1 day, 8:32:55, time: 1.579, data_time: 0.111, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1404, s0.acc: 95.0581, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2272, s1.loss_cls: 0.0654, s1.acc: 95.2569, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1128, s2.loss_cls: 0.0329, s2.acc: 95.0671, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0532, loss: 1.0168 +2024-03-13 00:30:04,120 - mmdet - INFO - Epoch [26][7150/7330] lr: 4.612e-06, eta: 1 day, 8:31:35, time: 1.573, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1452, s0.acc: 94.9731, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2232, s1.loss_cls: 0.0677, s1.acc: 95.2241, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1089, s2.loss_cls: 0.0337, s2.acc: 95.1206, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0510, loss: 1.0179 +2024-03-13 00:31:22,187 - mmdet - INFO - Epoch [26][7200/7330] lr: 4.612e-06, eta: 1 day, 8:30:14, time: 1.561, data_time: 0.215, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1421, s0.acc: 95.0261, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2237, s1.loss_cls: 0.0669, s1.acc: 95.2235, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1108, s2.loss_cls: 0.0333, s2.acc: 95.0473, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0523, loss: 1.0128 +2024-03-13 00:32:41,524 - mmdet - INFO - Epoch [26][7250/7330] lr: 4.612e-06, eta: 1 day, 8:28:55, time: 1.587, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1534, s0.acc: 94.6787, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2345, s1.loss_cls: 0.0718, s1.acc: 94.8835, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1139, s2.loss_cls: 0.0358, s2.acc: 94.8476, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0538, loss: 1.0690 +2024-03-13 00:33:59,094 - mmdet - INFO - Epoch [26][7300/7330] lr: 4.612e-06, eta: 1 day, 8:27:34, time: 1.551, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1445, s0.acc: 95.0703, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2219, s1.loss_cls: 0.0681, s1.acc: 95.1211, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1091, s2.loss_cls: 0.0335, s2.acc: 95.0717, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0515, loss: 1.0136 +2024-03-13 00:34:39,050 - mmdet - INFO - Saving checkpoint at 26 epochs +2024-03-13 00:41:46,403 - mmdet - INFO - Evaluating bbox... +2024-03-13 00:42:18,664 - 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 ] = 0.672 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.529 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.315 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.527 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.610 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.627 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.627 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.627 + 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 ] = 0.666 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.766 + +2024-03-13 00:42:18,665 - mmdet - INFO - Evaluating segm... +2024-03-13 00:42:55,720 - 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 ] = 0.648 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.457 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.230 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.459 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.585 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.549 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.549 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.549 + 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 ] = 0.588 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.694 + +2024-03-13 00:42:56,330 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-13 00:42:56,331 - mmdet - INFO - Epoch(val) [26][1250] bbox_mAP: 0.4850, bbox_mAP_50: 0.6720, bbox_mAP_75: 0.5290, bbox_mAP_s: 0.3150, bbox_mAP_m: 0.5270, bbox_mAP_l: 0.6100, bbox_mAP_copypaste: 0.485 0.672 0.529 0.315 0.527 0.610, segm_mAP: 0.4210, segm_mAP_50: 0.6480, segm_mAP_75: 0.4570, segm_mAP_s: 0.2300, segm_mAP_m: 0.4590, segm_mAP_l: 0.5850, segm_mAP_copypaste: 0.421 0.648 0.457 0.230 0.459 0.585 +2024-03-13 00:44:27,101 - mmdet - INFO - Epoch [27][50/7330] lr: 4.612e-06, eta: 1 day, 8:25:12, time: 1.797, data_time: 0.351, memory: 23149, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1404, s0.acc: 95.0627, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2241, s1.loss_cls: 0.0645, s1.acc: 95.3143, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1107, s2.loss_cls: 0.0324, s2.acc: 95.1655, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0525, loss: 1.0112 +2024-03-13 00:45:42,296 - mmdet - INFO - Epoch [27][100/7330] lr: 4.612e-06, eta: 1 day, 8:23:51, time: 1.504, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1409, s0.acc: 95.0332, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2229, s1.loss_cls: 0.0661, s1.acc: 95.2133, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1092, s2.loss_cls: 0.0332, s2.acc: 95.0948, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0512, loss: 1.0189 +2024-03-13 00:47:01,921 - mmdet - INFO - Epoch [27][150/7330] lr: 4.612e-06, eta: 1 day, 8:22:31, time: 1.592, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1314, s0.acc: 95.4348, s0.loss_bbox: 0.1942, s0.loss_mask: 0.2182, s1.loss_cls: 0.0612, s1.acc: 95.6332, s1.loss_bbox: 0.0887, s1.loss_mask: 0.1071, s2.loss_cls: 0.0307, s2.acc: 95.4639, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0500, loss: 0.9665 +2024-03-13 00:48:25,047 - mmdet - INFO - Epoch [27][200/7330] lr: 4.612e-06, eta: 1 day, 8:21:13, time: 1.662, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1382, s0.acc: 95.0955, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2188, s1.loss_cls: 0.0644, s1.acc: 95.3082, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1084, s2.loss_cls: 0.0321, s2.acc: 95.2325, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0511, loss: 1.0001 +2024-03-13 00:49:42,568 - mmdet - INFO - Epoch [27][250/7330] lr: 4.612e-06, eta: 1 day, 8:19:52, time: 1.550, data_time: 0.106, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1430, s0.acc: 94.9370, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2238, s1.loss_cls: 0.0662, s1.acc: 95.1690, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1097, s2.loss_cls: 0.0334, s2.acc: 95.0525, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0520, loss: 1.0267 +2024-03-13 00:51:01,041 - mmdet - INFO - Epoch [27][300/7330] lr: 4.612e-06, eta: 1 day, 8:18:32, time: 1.570, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1340, s0.acc: 95.2896, s0.loss_bbox: 0.1958, s0.loss_mask: 0.2159, s1.loss_cls: 0.0641, s1.acc: 95.4100, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1063, s2.loss_cls: 0.0322, s2.acc: 95.2709, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0500, loss: 0.9739 +2024-03-13 00:52:20,341 - mmdet - INFO - Epoch [27][350/7330] lr: 4.612e-06, eta: 1 day, 8:17:12, time: 1.586, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1380, s0.acc: 95.1396, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2192, s1.loss_cls: 0.0632, s1.acc: 95.4175, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1096, s2.loss_cls: 0.0316, s2.acc: 95.2801, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0523, loss: 1.0052 +2024-03-13 00:53:38,836 - mmdet - INFO - Epoch [27][400/7330] lr: 4.612e-06, eta: 1 day, 8:15:52, time: 1.570, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1463, s0.acc: 94.8301, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2232, s1.loss_cls: 0.0690, s1.acc: 94.9955, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1096, s2.loss_cls: 0.0347, s2.acc: 94.8778, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0521, loss: 1.0311 +2024-03-13 00:54:56,805 - mmdet - INFO - Epoch [27][450/7330] lr: 4.612e-06, eta: 1 day, 8:14:32, time: 1.559, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1356, s0.acc: 95.1892, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2187, s1.loss_cls: 0.0639, s1.acc: 95.4215, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1088, s2.loss_cls: 0.0319, s2.acc: 95.2399, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0515, loss: 0.9996 +2024-03-13 00:56:16,475 - mmdet - INFO - Epoch [27][500/7330] lr: 4.612e-06, eta: 1 day, 8:13:12, time: 1.593, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1473, s0.acc: 94.8040, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2240, s1.loss_cls: 0.0697, s1.acc: 94.9919, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1110, s2.loss_cls: 0.0348, s2.acc: 94.8069, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0523, loss: 1.0508 +2024-03-13 00:57:40,036 - mmdet - INFO - Epoch [27][550/7330] lr: 4.612e-06, eta: 1 day, 8:11:54, time: 1.671, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1478, s0.acc: 94.8762, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2250, s1.loss_cls: 0.0692, s1.acc: 95.1420, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1121, s2.loss_cls: 0.0345, s2.acc: 94.9113, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0530, loss: 1.0499 +2024-03-13 00:58:59,993 - mmdet - INFO - Epoch [27][600/7330] lr: 4.612e-06, eta: 1 day, 8:10:34, time: 1.599, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1404, s0.acc: 95.0547, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2229, s1.loss_cls: 0.0659, s1.acc: 95.3163, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1101, s2.loss_cls: 0.0334, s2.acc: 95.1544, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0519, loss: 1.0158 +2024-03-13 01:00:14,548 - mmdet - INFO - Epoch [27][650/7330] lr: 4.612e-06, eta: 1 day, 8:09:13, time: 1.491, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1391, s0.acc: 95.0874, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2246, s1.loss_cls: 0.0654, s1.acc: 95.2749, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1107, s2.loss_cls: 0.0327, s2.acc: 95.1397, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0526, loss: 1.0169 +2024-03-13 01:01:38,139 - mmdet - INFO - Epoch [27][700/7330] lr: 4.612e-06, eta: 1 day, 8:07:55, time: 1.671, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1393, s0.acc: 94.9902, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2224, s1.loss_cls: 0.0655, s1.acc: 95.1966, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1077, s2.loss_cls: 0.0326, s2.acc: 95.1407, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0512, loss: 1.0194 +2024-03-13 01:02:57,567 - mmdet - INFO - Epoch [27][750/7330] lr: 4.612e-06, eta: 1 day, 8:06:35, time: 1.589, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1421, s0.acc: 95.0007, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2307, s1.loss_cls: 0.0675, s1.acc: 95.1497, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1120, s2.loss_cls: 0.0340, s2.acc: 95.0353, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0525, loss: 1.0376 +2024-03-13 01:04:15,495 - mmdet - INFO - Epoch [27][800/7330] lr: 4.612e-06, eta: 1 day, 8:05:15, time: 1.559, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1380, s0.acc: 95.1885, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2173, s1.loss_cls: 0.0642, s1.acc: 95.4523, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1075, s2.loss_cls: 0.0319, s2.acc: 95.3622, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0507, loss: 0.9965 +2024-03-13 01:05:30,744 - mmdet - INFO - Epoch [27][850/7330] lr: 4.612e-06, eta: 1 day, 8:03:53, time: 1.505, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1384, s0.acc: 95.1895, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2246, s1.loss_cls: 0.0648, s1.acc: 95.3919, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1105, s2.loss_cls: 0.0322, s2.acc: 95.2901, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0519, loss: 1.0076 +2024-03-13 01:06:47,705 - mmdet - INFO - Epoch [27][900/7330] lr: 4.612e-06, eta: 1 day, 8:02:33, time: 1.539, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1372, s0.acc: 95.1567, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2233, s1.loss_cls: 0.0637, s1.acc: 95.3616, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1092, s2.loss_cls: 0.0320, s2.acc: 95.2248, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0510, loss: 1.0093 +2024-03-13 01:08:08,315 - mmdet - INFO - Epoch [27][950/7330] lr: 4.612e-06, eta: 1 day, 8:01:13, time: 1.612, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1357, s0.acc: 95.1692, s0.loss_bbox: 0.1975, s0.loss_mask: 0.2235, s1.loss_cls: 0.0639, s1.acc: 95.3393, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1098, s2.loss_cls: 0.0315, s2.acc: 95.3229, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0518, loss: 0.9933 +2024-03-13 01:09:27,026 - mmdet - INFO - Epoch [27][1000/7330] lr: 4.612e-06, eta: 1 day, 7:59:53, time: 1.574, data_time: 0.110, memory: 23149, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1365, s0.acc: 95.1587, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2198, s1.loss_cls: 0.0635, s1.acc: 95.4193, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1080, s2.loss_cls: 0.0322, s2.acc: 95.1843, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0508, loss: 1.0016 +2024-03-13 01:10:45,918 - mmdet - INFO - Epoch [27][1050/7330] lr: 4.612e-06, eta: 1 day, 7:58:33, time: 1.578, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1381, s0.acc: 95.1831, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2246, s1.loss_cls: 0.0655, s1.acc: 95.3508, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1103, s2.loss_cls: 0.0327, s2.acc: 95.2269, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0518, loss: 1.0119 +2024-03-13 01:12:10,219 - mmdet - INFO - Epoch [27][1100/7330] lr: 4.612e-06, eta: 1 day, 7:57:15, time: 1.686, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1430, s0.acc: 94.9480, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2293, s1.loss_cls: 0.0679, s1.acc: 95.0573, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1122, s2.loss_cls: 0.0337, s2.acc: 94.9534, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0524, loss: 1.0397 +2024-03-13 01:13:28,819 - mmdet - INFO - Epoch [27][1150/7330] lr: 4.612e-06, eta: 1 day, 7:55:55, time: 1.572, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1343, s0.acc: 95.2288, s0.loss_bbox: 0.1990, s0.loss_mask: 0.2131, s1.loss_cls: 0.0629, s1.acc: 95.5177, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1066, s2.loss_cls: 0.0316, s2.acc: 95.3956, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0504, loss: 0.9766 +2024-03-13 01:14:50,101 - mmdet - INFO - Epoch [27][1200/7330] lr: 4.612e-06, eta: 1 day, 7:54:36, time: 1.626, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1448, s0.acc: 94.9131, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2223, s1.loss_cls: 0.0674, s1.acc: 95.1753, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1090, s2.loss_cls: 0.0337, s2.acc: 95.0320, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0516, loss: 1.0411 +2024-03-13 01:16:08,074 - mmdet - INFO - Epoch [27][1250/7330] lr: 4.612e-06, eta: 1 day, 7:53:16, time: 1.560, data_time: 0.107, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1409, s0.acc: 95.0669, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2216, s1.loss_cls: 0.0666, s1.acc: 95.2389, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1099, s2.loss_cls: 0.0333, s2.acc: 95.0828, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0519, loss: 1.0019 +2024-03-13 01:17:22,712 - mmdet - INFO - Epoch [27][1300/7330] lr: 4.612e-06, eta: 1 day, 7:51:54, time: 1.493, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1437, s0.acc: 94.9248, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2195, s1.loss_cls: 0.0677, s1.acc: 95.0957, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1093, s2.loss_cls: 0.0342, s2.acc: 94.9159, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0519, loss: 1.0253 +2024-03-13 01:18:41,516 - mmdet - INFO - Epoch [27][1350/7330] lr: 4.612e-06, eta: 1 day, 7:50:34, time: 1.576, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1432, s0.acc: 94.9131, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2271, s1.loss_cls: 0.0672, s1.acc: 95.0824, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1117, s2.loss_cls: 0.0337, s2.acc: 94.9464, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0528, loss: 1.0288 +2024-03-13 01:20:04,197 - mmdet - INFO - Epoch [27][1400/7330] lr: 4.612e-06, eta: 1 day, 7:49:16, time: 1.654, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1377, s0.acc: 95.1843, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2211, s1.loss_cls: 0.0640, s1.acc: 95.4110, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1103, s2.loss_cls: 0.0324, s2.acc: 95.1595, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0523, loss: 0.9962 +2024-03-13 01:21:25,884 - mmdet - INFO - Epoch [27][1450/7330] lr: 4.612e-06, eta: 1 day, 7:47:57, time: 1.634, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1372, s0.acc: 95.1692, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2223, s1.loss_cls: 0.0643, s1.acc: 95.3750, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1106, s2.loss_cls: 0.0321, s2.acc: 95.1980, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0522, loss: 1.0002 +2024-03-13 01:22:46,238 - mmdet - INFO - Epoch [27][1500/7330] lr: 4.612e-06, eta: 1 day, 7:46:38, time: 1.607, data_time: 0.195, memory: 23149, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1415, s0.acc: 95.0300, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2241, s1.loss_cls: 0.0659, s1.acc: 95.2910, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1114, s2.loss_cls: 0.0330, s2.acc: 95.1026, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0525, loss: 1.0224 +2024-03-13 01:24:06,419 - mmdet - INFO - Epoch [27][1550/7330] lr: 4.612e-06, eta: 1 day, 7:45:18, time: 1.604, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1398, s0.acc: 95.1284, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2208, s1.loss_cls: 0.0658, s1.acc: 95.2756, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1092, s2.loss_cls: 0.0326, s2.acc: 95.2590, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0512, loss: 1.0038 +2024-03-13 01:25:22,929 - mmdet - INFO - Epoch [27][1600/7330] lr: 4.612e-06, eta: 1 day, 7:43:57, time: 1.530, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1385, s0.acc: 95.1514, s0.loss_bbox: 0.2017, s0.loss_mask: 0.2279, s1.loss_cls: 0.0648, s1.acc: 95.2269, s1.loss_bbox: 0.0912, s1.loss_mask: 0.1114, s2.loss_cls: 0.0321, s2.acc: 95.1843, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0524, loss: 1.0058 +2024-03-13 01:26:43,124 - mmdet - INFO - Epoch [27][1650/7330] lr: 4.612e-06, eta: 1 day, 7:42:38, time: 1.604, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1408, s0.acc: 95.0640, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2293, s1.loss_cls: 0.0657, s1.acc: 95.2830, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1132, s2.loss_cls: 0.0327, s2.acc: 95.1802, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0533, loss: 1.0257 +2024-03-13 01:28:04,445 - mmdet - INFO - Epoch [27][1700/7330] lr: 4.612e-06, eta: 1 day, 7:41:19, time: 1.627, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1375, s0.acc: 95.2429, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2226, s1.loss_cls: 0.0640, s1.acc: 95.4727, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1089, s2.loss_cls: 0.0323, s2.acc: 95.3308, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0512, loss: 0.9974 +2024-03-13 01:29:26,996 - mmdet - INFO - Epoch [27][1750/7330] lr: 4.612e-06, eta: 1 day, 7:40:00, time: 1.651, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1358, s0.acc: 95.1765, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2272, s1.loss_cls: 0.0637, s1.acc: 95.2997, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1119, s2.loss_cls: 0.0321, s2.acc: 95.1621, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0528, loss: 1.0126 +2024-03-13 01:30:44,897 - mmdet - INFO - Epoch [27][1800/7330] lr: 4.612e-06, eta: 1 day, 7:38:40, time: 1.558, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1394, s0.acc: 95.1052, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2181, s1.loss_cls: 0.0647, s1.acc: 95.3353, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1082, s2.loss_cls: 0.0323, s2.acc: 95.2321, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0512, loss: 1.0047 +2024-03-13 01:32:06,554 - mmdet - INFO - Epoch [27][1850/7330] lr: 4.612e-06, eta: 1 day, 7:37:21, time: 1.633, data_time: 0.119, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1458, s0.acc: 94.8489, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2210, s1.loss_cls: 0.0677, s1.acc: 95.1191, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1083, s2.loss_cls: 0.0337, s2.acc: 95.0515, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0510, loss: 1.0190 +2024-03-13 01:33:26,414 - mmdet - INFO - Epoch [27][1900/7330] lr: 4.612e-06, eta: 1 day, 7:36:01, time: 1.597, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1506, s0.acc: 94.6140, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2283, s1.loss_cls: 0.0707, s1.acc: 94.8415, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1123, s2.loss_cls: 0.0353, s2.acc: 94.7416, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0531, loss: 1.0716 +2024-03-13 01:34:47,467 - mmdet - INFO - Epoch [27][1950/7330] lr: 4.612e-06, eta: 1 day, 7:34:42, time: 1.621, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1527, s0.acc: 94.6558, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2271, s1.loss_cls: 0.0713, s1.acc: 94.8673, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1122, s2.loss_cls: 0.0360, s2.acc: 94.6558, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0532, loss: 1.0770 +2024-03-13 01:36:05,582 - mmdet - INFO - Epoch [27][2000/7330] lr: 4.612e-06, eta: 1 day, 7:33:22, time: 1.562, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1344, s0.acc: 95.1982, s0.loss_bbox: 0.2039, s0.loss_mask: 0.2249, s1.loss_cls: 0.0630, s1.acc: 95.3647, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1110, s2.loss_cls: 0.0316, s2.acc: 95.2532, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0518, loss: 1.0045 +2024-03-13 01:37:28,560 - mmdet - INFO - Epoch [27][2050/7330] lr: 4.612e-06, eta: 1 day, 7:32:03, time: 1.660, data_time: 0.212, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1440, s0.acc: 94.9319, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2257, s1.loss_cls: 0.0691, s1.acc: 94.9572, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1110, s2.loss_cls: 0.0348, s2.acc: 94.7842, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0526, loss: 1.0313 +2024-03-13 01:38:49,941 - mmdet - INFO - Epoch [27][2100/7330] lr: 4.612e-06, eta: 1 day, 7:30:44, time: 1.628, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1440, s0.acc: 95.0867, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2265, s1.loss_cls: 0.0674, s1.acc: 95.2844, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1109, s2.loss_cls: 0.0335, s2.acc: 95.0559, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0521, loss: 1.0161 +2024-03-13 01:40:09,056 - mmdet - INFO - Epoch [27][2150/7330] lr: 4.612e-06, eta: 1 day, 7:29:25, time: 1.582, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1410, s0.acc: 95.0779, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2283, s1.loss_cls: 0.0660, s1.acc: 95.2270, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1122, s2.loss_cls: 0.0330, s2.acc: 95.1309, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0535, loss: 1.0273 +2024-03-13 01:41:30,178 - mmdet - INFO - Epoch [27][2200/7330] lr: 4.612e-06, eta: 1 day, 7:28:05, time: 1.622, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1365, s0.acc: 95.2104, s0.loss_bbox: 0.2003, s0.loss_mask: 0.2216, s1.loss_cls: 0.0649, s1.acc: 95.3205, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1089, s2.loss_cls: 0.0321, s2.acc: 95.2399, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0514, loss: 0.9938 +2024-03-13 01:42:48,359 - mmdet - INFO - Epoch [27][2250/7330] lr: 4.612e-06, eta: 1 day, 7:26:45, time: 1.563, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1440, s0.acc: 94.9878, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2283, s1.loss_cls: 0.0672, s1.acc: 95.2034, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1121, s2.loss_cls: 0.0336, s2.acc: 95.0139, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0526, loss: 1.0324 +2024-03-13 01:44:06,239 - mmdet - INFO - Epoch [27][2300/7330] lr: 4.612e-06, eta: 1 day, 7:25:25, time: 1.558, data_time: 0.211, memory: 23149, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1453, s0.acc: 94.9307, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2250, s1.loss_cls: 0.0689, s1.acc: 95.0619, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1107, s2.loss_cls: 0.0344, s2.acc: 94.8811, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0520, loss: 1.0281 +2024-03-13 01:45:23,617 - mmdet - INFO - Epoch [27][2350/7330] lr: 4.612e-06, eta: 1 day, 7:24:04, time: 1.548, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1442, s0.acc: 94.9705, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2223, s1.loss_cls: 0.0683, s1.acc: 95.0584, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1098, s2.loss_cls: 0.0340, s2.acc: 94.8975, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0518, loss: 1.0183 +2024-03-13 01:46:42,263 - mmdet - INFO - Epoch [27][2400/7330] lr: 4.612e-06, eta: 1 day, 7:22:44, time: 1.573, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1379, s0.acc: 95.1404, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2243, s1.loss_cls: 0.0643, s1.acc: 95.3603, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1094, s2.loss_cls: 0.0326, s2.acc: 95.2108, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0516, loss: 1.0159 +2024-03-13 01:48:01,023 - mmdet - INFO - Epoch [27][2450/7330] lr: 4.612e-06, eta: 1 day, 7:21:24, time: 1.576, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1381, s0.acc: 95.1785, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2226, s1.loss_cls: 0.0651, s1.acc: 95.3888, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1102, s2.loss_cls: 0.0328, s2.acc: 95.2564, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0524, loss: 0.9993 +2024-03-13 01:49:18,987 - mmdet - INFO - Epoch [27][2500/7330] lr: 4.612e-06, eta: 1 day, 7:20:04, time: 1.559, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1383, s0.acc: 95.1614, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2204, s1.loss_cls: 0.0644, s1.acc: 95.3918, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1096, s2.loss_cls: 0.0324, s2.acc: 95.2449, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0521, loss: 0.9975 +2024-03-13 01:50:39,920 - mmdet - INFO - Epoch [27][2550/7330] lr: 4.612e-06, eta: 1 day, 7:18:45, time: 1.619, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1445, s0.acc: 94.9536, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2291, s1.loss_cls: 0.0669, s1.acc: 95.1819, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1132, s2.loss_cls: 0.0333, s2.acc: 95.0368, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0534, loss: 1.0362 +2024-03-13 01:51:59,370 - mmdet - INFO - Epoch [27][2600/7330] lr: 4.612e-06, eta: 1 day, 7:17:25, time: 1.589, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1384, s0.acc: 95.0862, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2217, s1.loss_cls: 0.0646, s1.acc: 95.3238, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1092, s2.loss_cls: 0.0321, s2.acc: 95.2119, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0514, loss: 1.0200 +2024-03-13 01:53:25,460 - mmdet - INFO - Epoch [27][2650/7330] lr: 4.612e-06, eta: 1 day, 7:16:08, time: 1.722, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1459, s0.acc: 94.8027, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2275, s1.loss_cls: 0.0681, s1.acc: 95.0334, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1120, s2.loss_cls: 0.0340, s2.acc: 94.8925, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0534, loss: 1.0502 +2024-03-13 01:54:48,345 - mmdet - INFO - Epoch [27][2700/7330] lr: 4.612e-06, eta: 1 day, 7:14:49, time: 1.658, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1488, s0.acc: 94.7627, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2236, s1.loss_cls: 0.0692, s1.acc: 94.9997, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1096, s2.loss_cls: 0.0348, s2.acc: 94.7666, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0512, loss: 1.0464 +2024-03-13 01:56:07,887 - mmdet - INFO - Epoch [27][2750/7330] lr: 4.612e-06, eta: 1 day, 7:13:30, time: 1.591, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1498, s0.acc: 94.7476, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2293, s1.loss_cls: 0.0710, s1.acc: 94.8968, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1113, s2.loss_cls: 0.0354, s2.acc: 94.7669, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0522, loss: 1.0556 +2024-03-13 01:57:22,227 - mmdet - INFO - Epoch [27][2800/7330] lr: 4.612e-06, eta: 1 day, 7:12:08, time: 1.487, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1325, s0.acc: 95.2759, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2225, s1.loss_cls: 0.0623, s1.acc: 95.4409, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1102, s2.loss_cls: 0.0313, s2.acc: 95.3915, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0523, loss: 0.9883 +2024-03-13 01:58:48,916 - mmdet - INFO - Epoch [27][2850/7330] lr: 4.612e-06, eta: 1 day, 7:10:51, time: 1.734, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1399, s0.acc: 94.9202, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2274, s1.loss_cls: 0.0646, s1.acc: 95.2182, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1112, s2.loss_cls: 0.0328, s2.acc: 95.0237, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0528, loss: 1.0310 +2024-03-13 02:00:04,170 - mmdet - INFO - Epoch [27][2900/7330] lr: 4.612e-06, eta: 1 day, 7:09:30, time: 1.505, data_time: 0.110, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1377, s0.acc: 95.1155, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2221, s1.loss_cls: 0.0644, s1.acc: 95.3445, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1103, s2.loss_cls: 0.0325, s2.acc: 95.1277, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0524, loss: 1.0123 +2024-03-13 02:01:21,953 - mmdet - INFO - Epoch [27][2950/7330] lr: 4.612e-06, eta: 1 day, 7:08:09, time: 1.556, data_time: 0.114, memory: 23149, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1389, s0.acc: 95.1152, s0.loss_bbox: 0.2035, s0.loss_mask: 0.2275, s1.loss_cls: 0.0646, s1.acc: 95.3074, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1111, s2.loss_cls: 0.0325, s2.acc: 95.1592, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0522, loss: 1.0105 +2024-03-13 02:02:42,021 - mmdet - INFO - Epoch [27][3000/7330] lr: 4.612e-06, eta: 1 day, 7:06:50, time: 1.601, data_time: 0.214, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1453, s0.acc: 94.8064, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2204, s1.loss_cls: 0.0682, s1.acc: 94.9884, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1089, s2.loss_cls: 0.0343, s2.acc: 94.8035, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0514, loss: 1.0265 +2024-03-13 02:04:03,777 - mmdet - INFO - Epoch [27][3050/7330] lr: 4.612e-06, eta: 1 day, 7:05:31, time: 1.635, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1367, s0.acc: 95.1687, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2234, s1.loss_cls: 0.0645, s1.acc: 95.3503, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1094, s2.loss_cls: 0.0320, s2.acc: 95.2235, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0516, loss: 0.9947 +2024-03-13 02:05:22,500 - mmdet - INFO - Epoch [27][3100/7330] lr: 4.612e-06, eta: 1 day, 7:04:11, time: 1.574, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1322, s0.acc: 95.3652, s0.loss_bbox: 0.1989, s0.loss_mask: 0.2207, s1.loss_cls: 0.0611, s1.acc: 95.5591, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1098, s2.loss_cls: 0.0305, s2.acc: 95.4486, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0523, loss: 0.9822 +2024-03-13 02:06:46,542 - mmdet - INFO - Epoch [27][3150/7330] lr: 4.612e-06, eta: 1 day, 7:02:53, time: 1.681, data_time: 0.196, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1516, s0.acc: 94.7319, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2226, s1.loss_cls: 0.0713, s1.acc: 94.8442, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1108, s2.loss_cls: 0.0354, s2.acc: 94.6229, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0523, loss: 1.0606 +2024-03-13 02:08:05,519 - mmdet - INFO - Epoch [27][3200/7330] lr: 4.612e-06, eta: 1 day, 7:01:33, time: 1.580, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1479, s0.acc: 94.7676, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2267, s1.loss_cls: 0.0701, s1.acc: 94.9193, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1111, s2.loss_cls: 0.0347, s2.acc: 94.8048, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0527, loss: 1.0390 +2024-03-13 02:09:26,131 - mmdet - INFO - Epoch [27][3250/7330] lr: 4.612e-06, eta: 1 day, 7:00:13, time: 1.612, data_time: 0.227, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1444, s0.acc: 94.8430, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2229, s1.loss_cls: 0.0683, s1.acc: 95.0149, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1111, s2.loss_cls: 0.0347, s2.acc: 94.8236, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0526, loss: 1.0377 +2024-03-13 02:10:43,041 - mmdet - INFO - Epoch [27][3300/7330] lr: 4.612e-06, eta: 1 day, 6:58:53, time: 1.538, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1400, s0.acc: 95.1611, s0.loss_bbox: 0.2014, s0.loss_mask: 0.2215, s1.loss_cls: 0.0661, s1.acc: 95.2860, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1090, s2.loss_cls: 0.0329, s2.acc: 95.1778, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0511, loss: 1.0024 +2024-03-13 02:12:02,444 - mmdet - INFO - Epoch [27][3350/7330] lr: 4.612e-06, eta: 1 day, 6:57:33, time: 1.588, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1515, s0.acc: 94.7026, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2307, s1.loss_cls: 0.0711, s1.acc: 94.9398, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1132, s2.loss_cls: 0.0350, s2.acc: 94.7748, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0533, loss: 1.0633 +2024-03-13 02:13:17,813 - mmdet - INFO - Epoch [27][3400/7330] lr: 4.612e-06, eta: 1 day, 6:56:12, time: 1.507, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1472, s0.acc: 94.8792, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2247, s1.loss_cls: 0.0691, s1.acc: 95.1109, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1109, s2.loss_cls: 0.0342, s2.acc: 94.9990, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0526, loss: 1.0301 +2024-03-13 02:14:35,932 - mmdet - INFO - Epoch [27][3450/7330] lr: 4.612e-06, eta: 1 day, 6:54:52, time: 1.562, data_time: 0.110, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1429, s0.acc: 94.9941, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2225, s1.loss_cls: 0.0685, s1.acc: 95.1133, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1087, s2.loss_cls: 0.0342, s2.acc: 94.9927, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0512, loss: 1.0084 +2024-03-13 02:16:00,052 - mmdet - INFO - Epoch [27][3500/7330] lr: 4.612e-06, eta: 1 day, 6:53:34, time: 1.682, data_time: 0.209, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1464, s0.acc: 94.8523, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2252, s1.loss_cls: 0.0687, s1.acc: 95.0583, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1105, s2.loss_cls: 0.0347, s2.acc: 94.9340, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0521, loss: 1.0520 +2024-03-13 02:17:21,655 - mmdet - INFO - Epoch [27][3550/7330] lr: 4.612e-06, eta: 1 day, 6:52:15, time: 1.632, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1495, s0.acc: 94.8728, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2263, s1.loss_cls: 0.0700, s1.acc: 95.0599, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1108, s2.loss_cls: 0.0345, s2.acc: 94.9391, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0522, loss: 1.0351 +2024-03-13 02:18:43,006 - mmdet - INFO - Epoch [27][3600/7330] lr: 4.612e-06, eta: 1 day, 6:50:56, time: 1.627, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1443, s0.acc: 94.9897, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2194, s1.loss_cls: 0.0678, s1.acc: 95.2305, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1073, s2.loss_cls: 0.0342, s2.acc: 94.9544, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0500, loss: 1.0173 +2024-03-13 02:20:00,017 - mmdet - INFO - Epoch [27][3650/7330] lr: 4.612e-06, eta: 1 day, 6:49:35, time: 1.540, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1434, s0.acc: 94.9170, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2285, s1.loss_cls: 0.0678, s1.acc: 95.0901, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1114, s2.loss_cls: 0.0338, s2.acc: 94.9521, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0524, loss: 1.0304 +2024-03-13 02:21:19,066 - mmdet - INFO - Epoch [27][3700/7330] lr: 4.612e-06, eta: 1 day, 6:48:15, time: 1.581, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1382, s0.acc: 95.1675, s0.loss_bbox: 0.1980, s0.loss_mask: 0.2178, s1.loss_cls: 0.0650, s1.acc: 95.3078, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1072, s2.loss_cls: 0.0327, s2.acc: 95.1378, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0509, loss: 0.9857 +2024-03-13 02:22:41,539 - mmdet - INFO - Epoch [27][3750/7330] lr: 4.612e-06, eta: 1 day, 6:46:56, time: 1.650, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1454, s0.acc: 94.8699, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2247, s1.loss_cls: 0.0686, s1.acc: 94.9737, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1100, s2.loss_cls: 0.0340, s2.acc: 94.8829, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0513, loss: 1.0327 +2024-03-13 02:23:58,827 - mmdet - INFO - Epoch [27][3800/7330] lr: 4.612e-06, eta: 1 day, 6:45:36, time: 1.546, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1478, s0.acc: 94.8804, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2275, s1.loss_cls: 0.0695, s1.acc: 95.0344, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1114, s2.loss_cls: 0.0346, s2.acc: 94.8746, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0523, loss: 1.0405 +2024-03-13 02:25:19,644 - mmdet - INFO - Epoch [27][3850/7330] lr: 4.612e-06, eta: 1 day, 6:44:17, time: 1.616, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1358, s0.acc: 95.1475, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2274, s1.loss_cls: 0.0639, s1.acc: 95.3212, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1118, s2.loss_cls: 0.0318, s2.acc: 95.1493, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0529, loss: 1.0067 +2024-03-13 02:26:40,838 - mmdet - INFO - Epoch [27][3900/7330] lr: 4.612e-06, eta: 1 day, 6:42:57, time: 1.624, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1458, s0.acc: 94.9219, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2246, s1.loss_cls: 0.0684, s1.acc: 95.1279, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1118, s2.loss_cls: 0.0341, s2.acc: 94.9014, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0528, loss: 1.0340 +2024-03-13 02:28:00,724 - mmdet - INFO - Epoch [27][3950/7330] lr: 4.612e-06, eta: 1 day, 6:41:38, time: 1.598, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1455, s0.acc: 94.9546, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2272, s1.loss_cls: 0.0688, s1.acc: 95.0706, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1128, s2.loss_cls: 0.0341, s2.acc: 95.0215, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0537, loss: 1.0324 +2024-03-13 02:29:21,420 - mmdet - INFO - Epoch [27][4000/7330] lr: 4.612e-06, eta: 1 day, 6:40:19, time: 1.614, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1433, s0.acc: 95.0693, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2248, s1.loss_cls: 0.0688, s1.acc: 95.1721, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1103, s2.loss_cls: 0.0347, s2.acc: 94.9744, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0520, loss: 1.0162 +2024-03-13 02:30:39,468 - mmdet - INFO - Epoch [27][4050/7330] lr: 4.612e-06, eta: 1 day, 6:38:58, time: 1.561, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1436, s0.acc: 95.0527, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2180, s1.loss_cls: 0.0683, s1.acc: 95.1537, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1085, s2.loss_cls: 0.0344, s2.acc: 94.8997, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0511, loss: 1.0092 +2024-03-13 02:31:58,553 - mmdet - INFO - Epoch [27][4100/7330] lr: 4.612e-06, eta: 1 day, 6:37:38, time: 1.582, data_time: 0.219, memory: 23149, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1455, s0.acc: 94.9487, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2246, s1.loss_cls: 0.0681, s1.acc: 95.1457, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1099, s2.loss_cls: 0.0336, s2.acc: 95.0162, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0519, loss: 1.0197 +2024-03-13 02:33:18,480 - mmdet - INFO - Epoch [27][4150/7330] lr: 4.612e-06, eta: 1 day, 6:36:19, time: 1.599, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1531, s0.acc: 94.6069, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2278, s1.loss_cls: 0.0726, s1.acc: 94.7570, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1125, s2.loss_cls: 0.0364, s2.acc: 94.5690, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0529, loss: 1.0736 +2024-03-13 02:34:38,260 - mmdet - INFO - Epoch [27][4200/7330] lr: 4.612e-06, eta: 1 day, 6:34:59, time: 1.596, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1426, s0.acc: 94.9851, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2172, s1.loss_cls: 0.0668, s1.acc: 95.2101, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1082, s2.loss_cls: 0.0332, s2.acc: 95.0500, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0512, loss: 1.0103 +2024-03-13 02:35:55,499 - mmdet - INFO - Epoch [27][4250/7330] lr: 4.612e-06, eta: 1 day, 6:33:39, time: 1.545, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1362, s0.acc: 95.2495, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2168, s1.loss_cls: 0.0644, s1.acc: 95.4178, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1075, s2.loss_cls: 0.0323, s2.acc: 95.2420, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0510, loss: 0.9844 +2024-03-13 02:37:16,242 - mmdet - INFO - Epoch [27][4300/7330] lr: 4.612e-06, eta: 1 day, 6:32:19, time: 1.615, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1489, s0.acc: 94.7815, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2247, s1.loss_cls: 0.0719, s1.acc: 94.9330, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1117, s2.loss_cls: 0.0361, s2.acc: 94.7536, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0529, loss: 1.0575 +2024-03-13 02:38:35,112 - mmdet - INFO - Epoch [27][4350/7330] lr: 4.612e-06, eta: 1 day, 6:30:59, time: 1.577, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1338, s0.acc: 95.3074, s0.loss_bbox: 0.1960, s0.loss_mask: 0.2196, s1.loss_cls: 0.0630, s1.acc: 95.5554, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1081, s2.loss_cls: 0.0315, s2.acc: 95.4215, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0508, loss: 0.9785 +2024-03-13 02:39:55,215 - mmdet - INFO - Epoch [27][4400/7330] lr: 4.612e-06, eta: 1 day, 6:29:40, time: 1.602, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1502, s0.acc: 94.8086, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2234, s1.loss_cls: 0.0705, s1.acc: 94.9662, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1104, s2.loss_cls: 0.0349, s2.acc: 94.8720, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0520, loss: 1.0334 +2024-03-13 02:41:14,226 - mmdet - INFO - Epoch [27][4450/7330] lr: 4.612e-06, eta: 1 day, 6:28:20, time: 1.581, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1502, s0.acc: 94.7532, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2311, s1.loss_cls: 0.0711, s1.acc: 94.9395, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1127, s2.loss_cls: 0.0356, s2.acc: 94.8430, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0530, loss: 1.0577 +2024-03-13 02:42:29,182 - mmdet - INFO - Epoch [27][4500/7330] lr: 4.612e-06, eta: 1 day, 6:26:59, time: 1.499, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1418, s0.acc: 95.0947, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2226, s1.loss_cls: 0.0670, s1.acc: 95.2298, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1100, s2.loss_cls: 0.0332, s2.acc: 95.1795, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0519, loss: 1.0102 +2024-03-13 02:43:52,962 - mmdet - INFO - Epoch [27][4550/7330] lr: 4.612e-06, eta: 1 day, 6:25:41, time: 1.676, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1504, s0.acc: 94.6760, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2266, s1.loss_cls: 0.0711, s1.acc: 94.8779, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1124, s2.loss_cls: 0.0356, s2.acc: 94.7094, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0533, loss: 1.0574 +2024-03-13 02:45:14,393 - mmdet - INFO - Epoch [27][4600/7330] lr: 4.612e-06, eta: 1 day, 6:24:21, time: 1.628, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1521, s0.acc: 94.7288, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2279, s1.loss_cls: 0.0722, s1.acc: 94.9068, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1129, s2.loss_cls: 0.0358, s2.acc: 94.8302, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0531, loss: 1.0618 +2024-03-13 02:46:33,442 - mmdet - INFO - Epoch [27][4650/7330] lr: 4.612e-06, eta: 1 day, 6:23:02, time: 1.581, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1467, s0.acc: 94.9275, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2192, s1.loss_cls: 0.0696, s1.acc: 95.0671, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1082, s2.loss_cls: 0.0341, s2.acc: 94.9815, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0512, loss: 1.0178 +2024-03-13 02:47:54,985 - mmdet - INFO - Epoch [27][4700/7330] lr: 4.612e-06, eta: 1 day, 6:21:43, time: 1.631, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1383, s0.acc: 95.1001, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2194, s1.loss_cls: 0.0643, s1.acc: 95.3504, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1086, s2.loss_cls: 0.0325, s2.acc: 95.1633, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0513, loss: 1.0010 +2024-03-13 02:49:16,414 - mmdet - INFO - Epoch [27][4750/7330] lr: 4.612e-06, eta: 1 day, 6:20:24, time: 1.629, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1433, s0.acc: 94.9871, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2216, s1.loss_cls: 0.0659, s1.acc: 95.2731, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1099, s2.loss_cls: 0.0330, s2.acc: 95.1530, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0519, loss: 1.0262 +2024-03-13 02:50:35,759 - mmdet - INFO - Epoch [27][4800/7330] lr: 4.612e-06, eta: 1 day, 6:19:04, time: 1.587, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1367, s0.acc: 95.1277, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2223, s1.loss_cls: 0.0641, s1.acc: 95.3208, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1093, s2.loss_cls: 0.0322, s2.acc: 95.2732, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0520, loss: 0.9974 +2024-03-13 02:51:53,537 - mmdet - INFO - Epoch [27][4850/7330] lr: 4.612e-06, eta: 1 day, 6:17:43, time: 1.556, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1427, s0.acc: 94.9578, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2260, s1.loss_cls: 0.0678, s1.acc: 95.1229, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1115, s2.loss_cls: 0.0342, s2.acc: 94.9383, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0524, loss: 1.0319 +2024-03-13 02:53:15,691 - mmdet - INFO - Epoch [27][4900/7330] lr: 4.612e-06, eta: 1 day, 6:16:25, time: 1.643, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1438, s0.acc: 95.0178, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2192, s1.loss_cls: 0.0681, s1.acc: 95.1842, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1081, s2.loss_cls: 0.0338, s2.acc: 95.0028, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0505, loss: 1.0161 +2024-03-13 02:54:35,759 - mmdet - INFO - Epoch [27][4950/7330] lr: 4.612e-06, eta: 1 day, 6:15:05, time: 1.602, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1401, s0.acc: 95.0454, s0.loss_bbox: 0.2006, s0.loss_mask: 0.2195, s1.loss_cls: 0.0658, s1.acc: 95.2368, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1079, s2.loss_cls: 0.0328, s2.acc: 95.2158, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0512, loss: 0.9990 +2024-03-13 02:55:55,679 - mmdet - INFO - Epoch [27][5000/7330] lr: 4.612e-06, eta: 1 day, 6:13:46, time: 1.598, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1350, s0.acc: 95.2693, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2220, s1.loss_cls: 0.0636, s1.acc: 95.4965, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1096, s2.loss_cls: 0.0318, s2.acc: 95.3948, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0518, loss: 0.9950 +2024-03-13 02:57:16,308 - mmdet - INFO - Epoch [27][5050/7330] lr: 4.612e-06, eta: 1 day, 6:12:26, time: 1.613, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1541, s0.acc: 94.6187, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2291, s1.loss_cls: 0.0727, s1.acc: 94.7373, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1131, s2.loss_cls: 0.0361, s2.acc: 94.5555, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0533, loss: 1.0693 +2024-03-13 02:58:35,147 - mmdet - INFO - Epoch [27][5100/7330] lr: 4.612e-06, eta: 1 day, 6:11:06, time: 1.577, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1373, s0.acc: 95.1118, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2281, s1.loss_cls: 0.0645, s1.acc: 95.2232, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1129, s2.loss_cls: 0.0325, s2.acc: 95.0917, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0531, loss: 1.0140 +2024-03-13 02:59:49,607 - mmdet - INFO - Epoch [27][5150/7330] lr: 4.612e-06, eta: 1 day, 6:09:45, time: 1.489, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1483, s0.acc: 94.8945, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2287, s1.loss_cls: 0.0697, s1.acc: 95.0663, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1130, s2.loss_cls: 0.0347, s2.acc: 94.8935, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0535, loss: 1.0495 +2024-03-13 03:01:09,556 - mmdet - INFO - Epoch [27][5200/7330] lr: 4.612e-06, eta: 1 day, 6:08:25, time: 1.599, data_time: 0.113, memory: 23149, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1501, s0.acc: 94.7361, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2254, s1.loss_cls: 0.0697, s1.acc: 94.9430, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1113, s2.loss_cls: 0.0342, s2.acc: 94.8966, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0525, loss: 1.0458 +2024-03-13 03:02:27,148 - mmdet - INFO - Epoch [27][5250/7330] lr: 4.612e-06, eta: 1 day, 6:07:05, time: 1.552, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1413, s0.acc: 94.9900, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2235, s1.loss_cls: 0.0678, s1.acc: 95.0662, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1097, s2.loss_cls: 0.0345, s2.acc: 94.9423, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0514, loss: 1.0203 +2024-03-13 03:03:50,223 - mmdet - INFO - Epoch [27][5300/7330] lr: 4.612e-06, eta: 1 day, 6:05:46, time: 1.662, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1475, s0.acc: 94.8501, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2251, s1.loss_cls: 0.0694, s1.acc: 95.0626, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1097, s2.loss_cls: 0.0348, s2.acc: 94.9109, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0516, loss: 1.0393 +2024-03-13 03:05:09,431 - mmdet - INFO - Epoch [27][5350/7330] lr: 4.612e-06, eta: 1 day, 6:04:26, time: 1.584, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1458, s0.acc: 94.9797, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2220, s1.loss_cls: 0.0679, s1.acc: 95.1446, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1096, s2.loss_cls: 0.0336, s2.acc: 95.0457, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0515, loss: 1.0288 +2024-03-13 03:06:31,950 - mmdet - INFO - Epoch [27][5400/7330] lr: 4.612e-06, eta: 1 day, 6:03:08, time: 1.650, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1552, s0.acc: 94.6917, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2288, s1.loss_cls: 0.0727, s1.acc: 94.8790, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1124, s2.loss_cls: 0.0360, s2.acc: 94.7708, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0525, loss: 1.0516 +2024-03-13 03:07:55,248 - mmdet - INFO - Epoch [27][5450/7330] lr: 4.612e-06, eta: 1 day, 6:01:49, time: 1.666, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1524, s0.acc: 94.7793, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2236, s1.loss_cls: 0.0711, s1.acc: 94.9729, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1106, s2.loss_cls: 0.0352, s2.acc: 94.8909, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0525, loss: 1.0446 +2024-03-13 03:09:16,672 - mmdet - INFO - Epoch [27][5500/7330] lr: 4.612e-06, eta: 1 day, 6:00:30, time: 1.628, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1474, s0.acc: 94.8513, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2274, s1.loss_cls: 0.0689, s1.acc: 95.0495, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1125, s2.loss_cls: 0.0345, s2.acc: 94.9347, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0530, loss: 1.0473 +2024-03-13 03:10:36,137 - mmdet - INFO - Epoch [27][5550/7330] lr: 4.612e-06, eta: 1 day, 5:59:11, time: 1.589, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1462, s0.acc: 94.9629, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2209, s1.loss_cls: 0.0686, s1.acc: 95.1566, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1088, s2.loss_cls: 0.0343, s2.acc: 94.9835, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0516, loss: 1.0231 +2024-03-13 03:11:56,095 - mmdet - INFO - Epoch [27][5600/7330] lr: 4.612e-06, eta: 1 day, 5:57:51, time: 1.599, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1582, s0.acc: 94.4768, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2306, s1.loss_cls: 0.0736, s1.acc: 94.6887, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1124, s2.loss_cls: 0.0360, s2.acc: 94.6504, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0530, loss: 1.0855 +2024-03-13 03:13:14,384 - mmdet - INFO - Epoch [27][5650/7330] lr: 4.612e-06, eta: 1 day, 5:56:31, time: 1.566, data_time: 0.234, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1356, s0.acc: 95.0566, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2201, s1.loss_cls: 0.0630, s1.acc: 95.2948, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1083, s2.loss_cls: 0.0318, s2.acc: 95.1940, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0513, loss: 1.0021 +2024-03-13 03:14:35,371 - mmdet - INFO - Epoch [27][5700/7330] lr: 4.612e-06, eta: 1 day, 5:55:12, time: 1.620, data_time: 0.116, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1440, s0.acc: 94.9795, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2209, s1.loss_cls: 0.0683, s1.acc: 95.1018, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1094, s2.loss_cls: 0.0338, s2.acc: 94.9860, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0516, loss: 1.0199 +2024-03-13 03:15:53,550 - mmdet - INFO - Epoch [27][5750/7330] lr: 4.612e-06, eta: 1 day, 5:53:51, time: 1.564, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1380, s0.acc: 95.1272, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2232, s1.loss_cls: 0.0656, s1.acc: 95.2834, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1114, s2.loss_cls: 0.0331, s2.acc: 95.1379, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0527, loss: 1.0039 +2024-03-13 03:17:12,037 - mmdet - INFO - Epoch [27][5800/7330] lr: 4.612e-06, eta: 1 day, 5:52:31, time: 1.570, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1486, s0.acc: 94.8611, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2279, s1.loss_cls: 0.0705, s1.acc: 94.9938, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1111, s2.loss_cls: 0.0359, s2.acc: 94.8112, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0528, loss: 1.0412 +2024-03-13 03:18:29,449 - mmdet - INFO - Epoch [27][5850/7330] lr: 4.612e-06, eta: 1 day, 5:51:11, time: 1.548, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1528, s0.acc: 94.7742, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2313, s1.loss_cls: 0.0722, s1.acc: 94.9174, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1144, s2.loss_cls: 0.0356, s2.acc: 94.8545, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0540, loss: 1.0643 +2024-03-13 03:19:48,615 - mmdet - INFO - Epoch [27][5900/7330] lr: 4.612e-06, eta: 1 day, 5:49:51, time: 1.583, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1447, s0.acc: 94.8354, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2269, s1.loss_cls: 0.0691, s1.acc: 94.9116, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1129, s2.loss_cls: 0.0343, s2.acc: 94.7677, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0532, loss: 1.0445 +2024-03-13 03:21:07,832 - mmdet - INFO - Epoch [27][5950/7330] lr: 4.612e-06, eta: 1 day, 5:48:31, time: 1.584, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1530, s0.acc: 94.6162, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2305, s1.loss_cls: 0.0740, s1.acc: 94.6843, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1133, s2.loss_cls: 0.0364, s2.acc: 94.6231, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0533, loss: 1.0734 +2024-03-13 03:22:29,334 - mmdet - INFO - Epoch [27][6000/7330] lr: 4.612e-06, eta: 1 day, 5:47:12, time: 1.630, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1418, s0.acc: 95.0547, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2217, s1.loss_cls: 0.0667, s1.acc: 95.1982, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1088, s2.loss_cls: 0.0332, s2.acc: 95.0992, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0514, loss: 1.0050 +2024-03-13 03:23:52,161 - mmdet - INFO - Epoch [27][6050/7330] lr: 4.612e-06, eta: 1 day, 5:45:54, time: 1.657, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1511, s0.acc: 94.7305, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2263, s1.loss_cls: 0.0700, s1.acc: 94.9976, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1110, s2.loss_cls: 0.0347, s2.acc: 94.9163, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0524, loss: 1.0524 +2024-03-13 03:25:15,636 - mmdet - INFO - Epoch [27][6100/7330] lr: 4.612e-06, eta: 1 day, 5:44:35, time: 1.669, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1416, s0.acc: 95.0608, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2180, s1.loss_cls: 0.0661, s1.acc: 95.2752, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1080, s2.loss_cls: 0.0327, s2.acc: 95.1973, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0513, loss: 1.0076 +2024-03-13 03:26:31,510 - mmdet - INFO - Epoch [27][6150/7330] lr: 4.612e-06, eta: 1 day, 5:43:14, time: 1.517, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1423, s0.acc: 95.0276, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2216, s1.loss_cls: 0.0671, s1.acc: 95.2620, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1093, s2.loss_cls: 0.0338, s2.acc: 95.0610, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0515, loss: 1.0134 +2024-03-13 03:27:51,106 - mmdet - INFO - Epoch [27][6200/7330] lr: 4.612e-06, eta: 1 day, 5:41:55, time: 1.591, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1501, s0.acc: 94.8853, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2220, s1.loss_cls: 0.0712, s1.acc: 95.0611, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1103, s2.loss_cls: 0.0350, s2.acc: 94.8791, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0519, loss: 1.0351 +2024-03-13 03:29:12,100 - mmdet - INFO - Epoch [27][6250/7330] lr: 4.612e-06, eta: 1 day, 5:40:35, time: 1.620, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1415, s0.acc: 95.0854, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2220, s1.loss_cls: 0.0667, s1.acc: 95.2846, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1105, s2.loss_cls: 0.0328, s2.acc: 95.1578, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0524, loss: 1.0079 +2024-03-13 03:30:30,270 - mmdet - INFO - Epoch [27][6300/7330] lr: 4.612e-06, eta: 1 day, 5:39:15, time: 1.563, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1363, s0.acc: 95.1641, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2202, s1.loss_cls: 0.0642, s1.acc: 95.3476, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1092, s2.loss_cls: 0.0320, s2.acc: 95.2536, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0519, loss: 1.0031 +2024-03-13 03:31:53,136 - mmdet - INFO - Epoch [27][6350/7330] lr: 4.612e-06, eta: 1 day, 5:37:57, time: 1.657, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1395, s0.acc: 95.0391, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2266, s1.loss_cls: 0.0651, s1.acc: 95.2809, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1120, s2.loss_cls: 0.0328, s2.acc: 95.0946, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0534, loss: 1.0083 +2024-03-13 03:33:10,782 - mmdet - INFO - Epoch [27][6400/7330] lr: 4.612e-06, eta: 1 day, 5:36:36, time: 1.553, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1456, s0.acc: 94.8828, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2222, s1.loss_cls: 0.0686, s1.acc: 95.0665, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1107, s2.loss_cls: 0.0344, s2.acc: 94.8439, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0523, loss: 1.0323 +2024-03-13 03:34:28,683 - mmdet - INFO - Epoch [27][6450/7330] lr: 4.612e-06, eta: 1 day, 5:35:16, time: 1.558, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1423, s0.acc: 95.0415, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2242, s1.loss_cls: 0.0655, s1.acc: 95.2778, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1110, s2.loss_cls: 0.0323, s2.acc: 95.2614, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0520, loss: 1.0178 +2024-03-13 03:35:49,871 - mmdet - INFO - Epoch [27][6500/7330] lr: 4.612e-06, eta: 1 day, 5:33:57, time: 1.624, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1480, s0.acc: 94.8354, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2273, s1.loss_cls: 0.0697, s1.acc: 94.9025, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1117, s2.loss_cls: 0.0351, s2.acc: 94.7742, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0532, loss: 1.0454 +2024-03-13 03:37:08,856 - mmdet - INFO - Epoch [27][6550/7330] lr: 4.612e-06, eta: 1 day, 5:32:37, time: 1.580, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1380, s0.acc: 95.2395, s0.loss_bbox: 0.1944, s0.loss_mask: 0.2232, s1.loss_cls: 0.0650, s1.acc: 95.4589, s1.loss_bbox: 0.0905, s1.loss_mask: 0.1105, s2.loss_cls: 0.0323, s2.acc: 95.3643, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0522, loss: 0.9882 +2024-03-13 03:38:31,584 - mmdet - INFO - Epoch [27][6600/7330] lr: 4.612e-06, eta: 1 day, 5:31:18, time: 1.655, data_time: 0.230, memory: 23149, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1466, s0.acc: 94.8145, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2260, s1.loss_cls: 0.0691, s1.acc: 95.0436, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1114, s2.loss_cls: 0.0347, s2.acc: 94.8643, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0525, loss: 1.0272 +2024-03-13 03:39:54,114 - mmdet - INFO - Epoch [27][6650/7330] lr: 4.612e-06, eta: 1 day, 5:30:00, time: 1.651, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1454, s0.acc: 94.8730, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2263, s1.loss_cls: 0.0684, s1.acc: 95.0504, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1112, s2.loss_cls: 0.0341, s2.acc: 94.9332, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0524, loss: 1.0489 +2024-03-13 03:41:14,776 - mmdet - INFO - Epoch [27][6700/7330] lr: 4.612e-06, eta: 1 day, 5:28:40, time: 1.613, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1527, s0.acc: 94.6841, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2264, s1.loss_cls: 0.0717, s1.acc: 94.8918, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1112, s2.loss_cls: 0.0357, s2.acc: 94.7037, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0523, loss: 1.0638 +2024-03-13 03:42:29,565 - mmdet - INFO - Epoch [27][6750/7330] lr: 4.612e-06, eta: 1 day, 5:27:19, time: 1.496, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1434, s0.acc: 94.8872, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2250, s1.loss_cls: 0.0672, s1.acc: 95.1400, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1113, s2.loss_cls: 0.0336, s2.acc: 94.9597, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0523, loss: 1.0332 +2024-03-13 03:43:54,072 - mmdet - INFO - Epoch [27][6800/7330] lr: 4.612e-06, eta: 1 day, 5:26:01, time: 1.690, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1475, s0.acc: 94.8159, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2305, s1.loss_cls: 0.0694, s1.acc: 94.9676, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1141, s2.loss_cls: 0.0349, s2.acc: 94.8373, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0541, loss: 1.0542 +2024-03-13 03:45:11,313 - mmdet - INFO - Epoch [27][6850/7330] lr: 4.612e-06, eta: 1 day, 5:24:40, time: 1.545, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1501, s0.acc: 94.8191, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2264, s1.loss_cls: 0.0709, s1.acc: 94.9984, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1123, s2.loss_cls: 0.0355, s2.acc: 94.8850, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0524, loss: 1.0534 +2024-03-13 03:46:26,696 - mmdet - INFO - Epoch [27][6900/7330] lr: 4.612e-06, eta: 1 day, 5:23:19, time: 1.508, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1429, s0.acc: 95.0137, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2271, s1.loss_cls: 0.0678, s1.acc: 95.1422, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1128, s2.loss_cls: 0.0345, s2.acc: 94.9270, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0532, loss: 1.0342 +2024-03-13 03:47:43,932 - mmdet - INFO - Epoch [27][6950/7330] lr: 4.612e-06, eta: 1 day, 5:21:59, time: 1.545, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1417, s0.acc: 94.9194, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2241, s1.loss_cls: 0.0678, s1.acc: 95.0748, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1104, s2.loss_cls: 0.0344, s2.acc: 94.8174, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0522, loss: 1.0250 +2024-03-13 03:49:01,981 - mmdet - INFO - Epoch [27][7000/7330] lr: 4.612e-06, eta: 1 day, 5:20:39, time: 1.561, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1482, s0.acc: 94.8516, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2268, s1.loss_cls: 0.0703, s1.acc: 95.0413, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1115, s2.loss_cls: 0.0352, s2.acc: 94.9227, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0526, loss: 1.0526 +2024-03-13 03:50:17,462 - mmdet - INFO - Epoch [27][7050/7330] lr: 4.612e-06, eta: 1 day, 5:19:18, time: 1.510, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1369, s0.acc: 95.1592, s0.loss_bbox: 0.2005, s0.loss_mask: 0.2217, s1.loss_cls: 0.0656, s1.acc: 95.2330, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1093, s2.loss_cls: 0.0327, s2.acc: 95.1365, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0515, loss: 0.9984 +2024-03-13 03:51:40,133 - mmdet - INFO - Epoch [27][7100/7330] lr: 4.612e-06, eta: 1 day, 5:17:59, time: 1.653, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1500, s0.acc: 94.7585, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2244, s1.loss_cls: 0.0707, s1.acc: 94.9438, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1111, s2.loss_cls: 0.0351, s2.acc: 94.9090, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0529, loss: 1.0483 +2024-03-13 03:52:56,808 - mmdet - INFO - Epoch [27][7150/7330] lr: 4.612e-06, eta: 1 day, 5:16:38, time: 1.534, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1466, s0.acc: 94.9592, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2281, s1.loss_cls: 0.0686, s1.acc: 95.1650, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1113, s2.loss_cls: 0.0339, s2.acc: 95.0477, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0521, loss: 1.0325 +2024-03-13 03:54:17,968 - mmdet - INFO - Epoch [27][7200/7330] lr: 4.612e-06, eta: 1 day, 5:15:19, time: 1.623, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1489, s0.acc: 94.8706, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2226, s1.loss_cls: 0.0713, s1.acc: 95.0369, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1104, s2.loss_cls: 0.0353, s2.acc: 94.9099, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0524, loss: 1.0270 +2024-03-13 03:55:38,112 - mmdet - INFO - Epoch [27][7250/7330] lr: 4.612e-06, eta: 1 day, 5:14:00, time: 1.603, data_time: 0.124, memory: 23149, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1457, s0.acc: 94.8923, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2306, s1.loss_cls: 0.0687, s1.acc: 95.0856, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1131, s2.loss_cls: 0.0346, s2.acc: 94.9106, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0535, loss: 1.0437 +2024-03-13 03:56:54,119 - mmdet - INFO - Epoch [27][7300/7330] lr: 4.612e-06, eta: 1 day, 5:12:39, time: 1.520, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1483, s0.acc: 94.9097, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2276, s1.loss_cls: 0.0696, s1.acc: 95.0962, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1118, s2.loss_cls: 0.0352, s2.acc: 94.7998, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0525, loss: 1.0377 +2024-03-13 03:57:31,486 - mmdet - INFO - Saving checkpoint at 27 epochs +2024-03-13 04:04:25,771 - mmdet - INFO - Evaluating bbox... +2024-03-13 04:05:00,260 - 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 ] = 0.667 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.530 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.315 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.526 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.614 + 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 ] = 0.436 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.664 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.771 + +2024-03-13 04:05:00,260 - mmdet - INFO - Evaluating segm... +2024-03-13 04:05:39,889 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.420 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.642 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.457 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.232 + 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 ] = 0.592 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.545 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.545 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.545 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.360 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.584 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.698 + +2024-03-13 04:05:40,491 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-13 04:05:40,493 - mmdet - INFO - Epoch(val) [27][1250] bbox_mAP: 0.4850, bbox_mAP_50: 0.6670, bbox_mAP_75: 0.5300, bbox_mAP_s: 0.3150, bbox_mAP_m: 0.5260, bbox_mAP_l: 0.6140, bbox_mAP_copypaste: 0.485 0.667 0.530 0.315 0.526 0.614, segm_mAP: 0.4200, segm_mAP_50: 0.6420, segm_mAP_75: 0.4570, segm_mAP_s: 0.2320, segm_mAP_m: 0.4550, segm_mAP_l: 0.5920, segm_mAP_copypaste: 0.420 0.642 0.457 0.232 0.455 0.592 +2024-03-13 04:07:06,863 - mmdet - INFO - Epoch [28][50/7330] lr: 4.612e-07, eta: 1 day, 5:10:18, time: 1.726, data_time: 0.248, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1430, s0.acc: 94.9675, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2250, s1.loss_cls: 0.0673, s1.acc: 95.1440, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1107, s2.loss_cls: 0.0338, s2.acc: 95.1193, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0524, loss: 1.0296 +2024-03-13 04:08:22,915 - mmdet - INFO - Epoch [28][100/7330] lr: 4.612e-07, eta: 1 day, 5:08:57, time: 1.521, data_time: 0.116, memory: 23149, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1443, s0.acc: 94.9426, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2214, s1.loss_cls: 0.0666, s1.acc: 95.2269, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1097, s2.loss_cls: 0.0331, s2.acc: 95.0872, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0515, loss: 1.0248 +2024-03-13 04:09:41,245 - mmdet - INFO - Epoch [28][150/7330] lr: 4.612e-07, eta: 1 day, 5:07:37, time: 1.567, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1325, s0.acc: 95.2830, s0.loss_bbox: 0.1998, s0.loss_mask: 0.2172, s1.loss_cls: 0.0632, s1.acc: 95.4342, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1073, s2.loss_cls: 0.0319, s2.acc: 95.2168, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0504, loss: 0.9834 +2024-03-13 04:11:02,411 - mmdet - INFO - Epoch [28][200/7330] lr: 4.612e-07, eta: 1 day, 5:06:17, time: 1.623, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1265, s0.acc: 95.5786, s0.loss_bbox: 0.1932, s0.loss_mask: 0.2144, s1.loss_cls: 0.0590, s1.acc: 95.8036, s1.loss_bbox: 0.0912, s1.loss_mask: 0.1088, s2.loss_cls: 0.0300, s2.acc: 95.5616, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0528, loss: 0.9599 +2024-03-13 04:12:26,826 - mmdet - INFO - Epoch [28][250/7330] lr: 4.612e-07, eta: 1 day, 5:04:59, time: 1.688, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1272, s0.acc: 95.4456, s0.loss_bbox: 0.1994, s0.loss_mask: 0.2148, s1.loss_cls: 0.0594, s1.acc: 95.6213, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1077, s2.loss_cls: 0.0297, s2.acc: 95.5410, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0512, loss: 0.9677 +2024-03-13 04:13:46,547 - mmdet - INFO - Epoch [28][300/7330] lr: 4.612e-07, eta: 1 day, 5:03:40, time: 1.594, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1351, s0.acc: 95.2598, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2165, s1.loss_cls: 0.0625, s1.acc: 95.5437, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1077, s2.loss_cls: 0.0316, s2.acc: 95.3784, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0510, loss: 0.9805 +2024-03-13 04:15:06,720 - mmdet - INFO - Epoch [28][350/7330] lr: 4.612e-07, eta: 1 day, 5:02:20, time: 1.603, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1311, s0.acc: 95.2629, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2206, s1.loss_cls: 0.0607, s1.acc: 95.4769, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1104, s2.loss_cls: 0.0311, s2.acc: 95.2916, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0521, loss: 0.9890 +2024-03-13 04:16:26,740 - mmdet - INFO - Epoch [28][400/7330] lr: 4.612e-07, eta: 1 day, 5:01:01, time: 1.600, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1364, s0.acc: 95.1299, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2239, s1.loss_cls: 0.0637, s1.acc: 95.3351, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1102, s2.loss_cls: 0.0320, s2.acc: 95.1321, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0518, loss: 1.0108 +2024-03-13 04:17:43,924 - mmdet - INFO - Epoch [28][450/7330] lr: 4.612e-07, eta: 1 day, 4:59:40, time: 1.544, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1262, s0.acc: 95.4966, s0.loss_bbox: 0.1957, s0.loss_mask: 0.2148, s1.loss_cls: 0.0596, s1.acc: 95.6603, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1067, s2.loss_cls: 0.0298, s2.acc: 95.5807, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0500, loss: 0.9567 +2024-03-13 04:19:05,047 - mmdet - INFO - Epoch [28][500/7330] lr: 4.612e-07, eta: 1 day, 4:58:21, time: 1.622, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1354, s0.acc: 95.1897, s0.loss_bbox: 0.2019, s0.loss_mask: 0.2213, s1.loss_cls: 0.0639, s1.acc: 95.3491, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1095, s2.loss_cls: 0.0323, s2.acc: 95.0917, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0517, loss: 0.9962 +2024-03-13 04:20:23,312 - mmdet - INFO - Epoch [28][550/7330] lr: 4.612e-07, eta: 1 day, 4:57:01, time: 1.566, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1310, s0.acc: 95.3066, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2212, s1.loss_cls: 0.0597, s1.acc: 95.6589, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1094, s2.loss_cls: 0.0301, s2.acc: 95.5348, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0515, loss: 0.9847 +2024-03-13 04:21:43,070 - mmdet - INFO - Epoch [28][600/7330] lr: 4.612e-07, eta: 1 day, 4:55:41, time: 1.595, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1321, s0.acc: 95.2495, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2173, s1.loss_cls: 0.0611, s1.acc: 95.5014, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1084, s2.loss_cls: 0.0307, s2.acc: 95.3716, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0510, loss: 0.9798 +2024-03-13 04:23:01,853 - mmdet - INFO - Epoch [28][650/7330] lr: 4.612e-07, eta: 1 day, 4:54:21, time: 1.576, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1326, s0.acc: 95.2903, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2228, s1.loss_cls: 0.0622, s1.acc: 95.4766, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1101, s2.loss_cls: 0.0315, s2.acc: 95.3275, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0520, loss: 0.9970 +2024-03-13 04:24:20,956 - mmdet - INFO - Epoch [28][700/7330] lr: 4.612e-07, eta: 1 day, 4:53:02, time: 1.582, data_time: 0.209, memory: 23149, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1265, s0.acc: 95.4946, s0.loss_bbox: 0.1964, s0.loss_mask: 0.2115, s1.loss_cls: 0.0594, s1.acc: 95.6422, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1052, s2.loss_cls: 0.0298, s2.acc: 95.4668, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0497, loss: 0.9524 +2024-03-13 04:25:42,367 - mmdet - INFO - Epoch [28][750/7330] lr: 4.612e-07, eta: 1 day, 4:51:42, time: 1.628, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1247, s0.acc: 95.4968, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2126, s1.loss_cls: 0.0582, s1.acc: 95.6719, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1059, s2.loss_cls: 0.0298, s2.acc: 95.4869, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0500, loss: 0.9464 +2024-03-13 04:27:00,060 - mmdet - INFO - Epoch [28][800/7330] lr: 4.612e-07, eta: 1 day, 4:50:22, time: 1.554, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1179, s0.acc: 95.8687, s0.loss_bbox: 0.1842, s0.loss_mask: 0.2139, s1.loss_cls: 0.0553, s1.acc: 95.9810, s1.loss_bbox: 0.0858, s1.loss_mask: 0.1059, s2.loss_cls: 0.0277, s2.acc: 95.8505, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0499, loss: 0.9159 +2024-03-13 04:28:18,677 - mmdet - INFO - Epoch [28][850/7330] lr: 4.612e-07, eta: 1 day, 4:49:02, time: 1.572, data_time: 0.105, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1236, s0.acc: 95.6509, s0.loss_bbox: 0.1884, s0.loss_mask: 0.2129, s1.loss_cls: 0.0576, s1.acc: 95.8481, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1058, s2.loss_cls: 0.0291, s2.acc: 95.6987, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0503, loss: 0.9358 +2024-03-13 04:29:37,536 - mmdet - INFO - Epoch [28][900/7330] lr: 4.612e-07, eta: 1 day, 4:47:42, time: 1.577, data_time: 0.211, memory: 23149, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1264, s0.acc: 95.4697, s0.loss_bbox: 0.1950, s0.loss_mask: 0.2115, s1.loss_cls: 0.0585, s1.acc: 95.6503, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1057, s2.loss_cls: 0.0294, s2.acc: 95.5957, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0502, loss: 0.9492 +2024-03-13 04:30:58,900 - mmdet - INFO - Epoch [28][950/7330] lr: 4.612e-07, eta: 1 day, 4:46:23, time: 1.627, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1240, s0.acc: 95.4617, s0.loss_bbox: 0.1946, s0.loss_mask: 0.2173, s1.loss_cls: 0.0576, s1.acc: 95.7182, s1.loss_bbox: 0.0909, s1.loss_mask: 0.1071, s2.loss_cls: 0.0291, s2.acc: 95.5418, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0507, loss: 0.9546 +2024-03-13 04:32:20,842 - mmdet - INFO - Epoch [28][1000/7330] lr: 4.612e-07, eta: 1 day, 4:45:04, time: 1.638, data_time: 0.121, memory: 23149, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1264, s0.acc: 95.4028, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2198, s1.loss_cls: 0.0599, s1.acc: 95.5454, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1102, s2.loss_cls: 0.0301, s2.acc: 95.4276, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0522, loss: 0.9766 +2024-03-13 04:33:41,588 - mmdet - INFO - Epoch [28][1050/7330] lr: 4.612e-07, eta: 1 day, 4:43:45, time: 1.615, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1265, s0.acc: 95.4185, s0.loss_bbox: 0.1954, s0.loss_mask: 0.2174, s1.loss_cls: 0.0582, s1.acc: 95.7055, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1077, s2.loss_cls: 0.0292, s2.acc: 95.5257, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0510, loss: 0.9591 +2024-03-13 04:35:00,886 - mmdet - INFO - Epoch [28][1100/7330] lr: 4.612e-07, eta: 1 day, 4:42:25, time: 1.586, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1289, s0.acc: 95.4014, s0.loss_bbox: 0.1972, s0.loss_mask: 0.2140, s1.loss_cls: 0.0591, s1.acc: 95.6917, s1.loss_bbox: 0.0914, s1.loss_mask: 0.1068, s2.loss_cls: 0.0296, s2.acc: 95.5645, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0507, loss: 0.9591 +2024-03-13 04:36:17,929 - mmdet - INFO - Epoch [28][1150/7330] lr: 4.612e-07, eta: 1 day, 4:41:05, time: 1.541, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1288, s0.acc: 95.4277, s0.loss_bbox: 0.1936, s0.loss_mask: 0.2144, s1.loss_cls: 0.0603, s1.acc: 95.6084, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1065, s2.loss_cls: 0.0301, s2.acc: 95.4736, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0505, loss: 0.9592 +2024-03-13 04:37:39,060 - mmdet - INFO - Epoch [28][1200/7330] lr: 4.612e-07, eta: 1 day, 4:39:45, time: 1.623, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1341, s0.acc: 95.1929, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2198, s1.loss_cls: 0.0622, s1.acc: 95.4361, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1094, s2.loss_cls: 0.0312, s2.acc: 95.3259, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0520, loss: 1.0029 +2024-03-13 04:38:57,438 - mmdet - INFO - Epoch [28][1250/7330] lr: 4.612e-07, eta: 1 day, 4:38:25, time: 1.568, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1273, s0.acc: 95.4165, s0.loss_bbox: 0.1980, s0.loss_mask: 0.2137, s1.loss_cls: 0.0596, s1.acc: 95.6411, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1060, s2.loss_cls: 0.0298, s2.acc: 95.5412, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0500, loss: 0.9597 +2024-03-13 04:40:17,864 - mmdet - INFO - Epoch [28][1300/7330] lr: 4.612e-07, eta: 1 day, 4:37:06, time: 1.609, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1209, s0.acc: 95.6311, s0.loss_bbox: 0.1926, s0.loss_mask: 0.2158, s1.loss_cls: 0.0560, s1.acc: 95.8547, s1.loss_bbox: 0.0909, s1.loss_mask: 0.1068, s2.loss_cls: 0.0285, s2.acc: 95.7019, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0506, loss: 0.9424 +2024-03-13 04:41:38,496 - mmdet - INFO - Epoch [28][1350/7330] lr: 4.612e-07, eta: 1 day, 4:35:47, time: 1.613, data_time: 0.215, memory: 23149, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1343, s0.acc: 95.1931, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2196, s1.loss_cls: 0.0625, s1.acc: 95.4294, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1089, s2.loss_cls: 0.0313, s2.acc: 95.2829, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0516, loss: 1.0022 +2024-03-13 04:42:58,813 - mmdet - INFO - Epoch [28][1400/7330] lr: 4.612e-07, eta: 1 day, 4:34:27, time: 1.606, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1274, s0.acc: 95.2683, s0.loss_bbox: 0.2042, s0.loss_mask: 0.2209, s1.loss_cls: 0.0598, s1.acc: 95.4876, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1101, s2.loss_cls: 0.0303, s2.acc: 95.3721, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0520, loss: 0.9860 +2024-03-13 04:44:15,542 - mmdet - INFO - Epoch [28][1450/7330] lr: 4.612e-07, eta: 1 day, 4:33:07, time: 1.535, data_time: 0.213, memory: 23149, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1349, s0.acc: 95.2097, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2142, s1.loss_cls: 0.0628, s1.acc: 95.4505, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1061, s2.loss_cls: 0.0309, s2.acc: 95.3983, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0500, loss: 0.9816 +2024-03-13 04:45:36,609 - mmdet - INFO - Epoch [28][1500/7330] lr: 4.612e-07, eta: 1 day, 4:31:47, time: 1.621, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1300, s0.acc: 95.3328, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2155, s1.loss_cls: 0.0602, s1.acc: 95.5122, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1064, s2.loss_cls: 0.0302, s2.acc: 95.3472, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0501, loss: 0.9645 +2024-03-13 04:47:00,088 - mmdet - INFO - Epoch [28][1550/7330] lr: 4.612e-07, eta: 1 day, 4:30:29, time: 1.670, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1206, s0.acc: 95.5378, s0.loss_bbox: 0.1946, s0.loss_mask: 0.2140, s1.loss_cls: 0.0564, s1.acc: 95.7456, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1070, s2.loss_cls: 0.0287, s2.acc: 95.5046, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0503, loss: 0.9461 +2024-03-13 04:48:21,168 - mmdet - INFO - Epoch [28][1600/7330] lr: 4.612e-07, eta: 1 day, 4:29:10, time: 1.622, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1378, s0.acc: 95.0903, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2202, s1.loss_cls: 0.0649, s1.acc: 95.2418, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1082, s2.loss_cls: 0.0325, s2.acc: 95.0033, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0507, loss: 1.0072 +2024-03-13 04:49:41,657 - mmdet - INFO - Epoch [28][1650/7330] lr: 4.612e-07, eta: 1 day, 4:27:50, time: 1.610, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1219, s0.acc: 95.5806, s0.loss_bbox: 0.1908, s0.loss_mask: 0.2134, s1.loss_cls: 0.0569, s1.acc: 95.7750, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1063, s2.loss_cls: 0.0285, s2.acc: 95.7081, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0500, loss: 0.9378 +2024-03-13 04:51:01,441 - mmdet - INFO - Epoch [28][1700/7330] lr: 4.612e-07, eta: 1 day, 4:26:31, time: 1.596, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1250, s0.acc: 95.5042, s0.loss_bbox: 0.1906, s0.loss_mask: 0.2126, s1.loss_cls: 0.0589, s1.acc: 95.5963, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1063, s2.loss_cls: 0.0297, s2.acc: 95.5211, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0500, loss: 0.9466 +2024-03-13 04:52:22,580 - mmdet - INFO - Epoch [28][1750/7330] lr: 4.612e-07, eta: 1 day, 4:25:12, time: 1.623, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1276, s0.acc: 95.5112, s0.loss_bbox: 0.1990, s0.loss_mask: 0.2170, s1.loss_cls: 0.0591, s1.acc: 95.7051, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1081, s2.loss_cls: 0.0297, s2.acc: 95.5673, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0511, loss: 0.9667 +2024-03-13 04:53:43,656 - mmdet - INFO - Epoch [28][1800/7330] lr: 4.612e-07, eta: 1 day, 4:23:52, time: 1.621, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1343, s0.acc: 95.1455, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2224, s1.loss_cls: 0.0628, s1.acc: 95.3418, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1103, s2.loss_cls: 0.0311, s2.acc: 95.2454, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0522, loss: 1.0104 +2024-03-13 04:54:59,648 - mmdet - INFO - Epoch [28][1850/7330] lr: 4.612e-07, eta: 1 day, 4:22:32, time: 1.520, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1240, s0.acc: 95.5591, s0.loss_bbox: 0.1921, s0.loss_mask: 0.2172, s1.loss_cls: 0.0576, s1.acc: 95.7369, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1081, s2.loss_cls: 0.0293, s2.acc: 95.5534, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0511, loss: 0.9484 +2024-03-13 04:56:21,127 - mmdet - INFO - Epoch [28][1900/7330] lr: 4.612e-07, eta: 1 day, 4:21:13, time: 1.630, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1285, s0.acc: 95.2754, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2184, s1.loss_cls: 0.0603, s1.acc: 95.4888, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1078, s2.loss_cls: 0.0304, s2.acc: 95.3540, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0510, loss: 0.9865 +2024-03-13 04:57:42,755 - mmdet - INFO - Epoch [28][1950/7330] lr: 4.612e-07, eta: 1 day, 4:19:53, time: 1.633, data_time: 0.204, memory: 23149, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1222, s0.acc: 95.5757, s0.loss_bbox: 0.1913, s0.loss_mask: 0.2118, s1.loss_cls: 0.0567, s1.acc: 95.7756, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1041, s2.loss_cls: 0.0287, s2.acc: 95.5859, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0492, loss: 0.9366 +2024-03-13 04:59:06,569 - mmdet - INFO - Epoch [28][2000/7330] lr: 4.612e-07, eta: 1 day, 4:18:35, time: 1.676, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1305, s0.acc: 95.2280, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2169, s1.loss_cls: 0.0610, s1.acc: 95.4962, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1071, s2.loss_cls: 0.0306, s2.acc: 95.3522, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0502, loss: 0.9844 +2024-03-13 05:00:23,035 - mmdet - INFO - Epoch [28][2050/7330] lr: 4.612e-07, eta: 1 day, 4:17:14, time: 1.529, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1237, s0.acc: 95.5476, s0.loss_bbox: 0.1978, s0.loss_mask: 0.2190, s1.loss_cls: 0.0583, s1.acc: 95.7269, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1079, s2.loss_cls: 0.0294, s2.acc: 95.6124, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0505, loss: 0.9604 +2024-03-13 05:01:42,067 - mmdet - INFO - Epoch [28][2100/7330] lr: 4.612e-07, eta: 1 day, 4:15:55, time: 1.581, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1201, s0.acc: 95.7000, s0.loss_bbox: 0.1839, s0.loss_mask: 0.2148, s1.loss_cls: 0.0555, s1.acc: 95.9374, s1.loss_bbox: 0.0870, s1.loss_mask: 0.1061, s2.loss_cls: 0.0279, s2.acc: 95.7947, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0501, loss: 0.9249 +2024-03-13 05:03:00,076 - mmdet - INFO - Epoch [28][2150/7330] lr: 4.612e-07, eta: 1 day, 4:14:34, time: 1.560, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1218, s0.acc: 95.5015, s0.loss_bbox: 0.1903, s0.loss_mask: 0.2141, s1.loss_cls: 0.0581, s1.acc: 95.6622, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1069, s2.loss_cls: 0.0292, s2.acc: 95.5714, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0510, loss: 0.9414 +2024-03-13 05:04:20,603 - mmdet - INFO - Epoch [28][2200/7330] lr: 4.612e-07, eta: 1 day, 4:13:15, time: 1.611, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1333, s0.acc: 95.3010, s0.loss_bbox: 0.1986, s0.loss_mask: 0.2164, s1.loss_cls: 0.0616, s1.acc: 95.5165, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1073, s2.loss_cls: 0.0308, s2.acc: 95.4000, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0510, loss: 0.9774 +2024-03-13 05:05:38,105 - mmdet - INFO - Epoch [28][2250/7330] lr: 4.612e-07, eta: 1 day, 4:11:55, time: 1.550, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1224, s0.acc: 95.6353, s0.loss_bbox: 0.1926, s0.loss_mask: 0.2156, s1.loss_cls: 0.0575, s1.acc: 95.8678, s1.loss_bbox: 0.0906, s1.loss_mask: 0.1075, s2.loss_cls: 0.0288, s2.acc: 95.7411, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0509, loss: 0.9472 +2024-03-13 05:06:56,964 - mmdet - INFO - Epoch [28][2300/7330] lr: 4.612e-07, eta: 1 day, 4:10:35, time: 1.577, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1283, s0.acc: 95.3743, s0.loss_bbox: 0.1930, s0.loss_mask: 0.2069, s1.loss_cls: 0.0596, s1.acc: 95.6256, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1027, s2.loss_cls: 0.0299, s2.acc: 95.5257, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0485, loss: 0.9392 +2024-03-13 05:08:18,448 - mmdet - INFO - Epoch [28][2350/7330] lr: 4.612e-07, eta: 1 day, 4:09:16, time: 1.630, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1203, s0.acc: 95.6243, s0.loss_bbox: 0.1951, s0.loss_mask: 0.2126, s1.loss_cls: 0.0557, s1.acc: 95.8686, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1066, s2.loss_cls: 0.0278, s2.acc: 95.7371, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0504, loss: 0.9414 +2024-03-13 05:09:33,988 - mmdet - INFO - Epoch [28][2400/7330] lr: 4.612e-07, eta: 1 day, 4:07:55, time: 1.510, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1317, s0.acc: 95.1882, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2167, s1.loss_cls: 0.0609, s1.acc: 95.4708, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1070, s2.loss_cls: 0.0313, s2.acc: 95.1621, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0504, loss: 0.9932 +2024-03-13 05:10:53,539 - mmdet - INFO - Epoch [28][2450/7330] lr: 4.612e-07, eta: 1 day, 4:06:35, time: 1.591, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1236, s0.acc: 95.5676, s0.loss_bbox: 0.1938, s0.loss_mask: 0.2145, s1.loss_cls: 0.0582, s1.acc: 95.7392, s1.loss_bbox: 0.0904, s1.loss_mask: 0.1061, s2.loss_cls: 0.0298, s2.acc: 95.5123, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0501, loss: 0.9490 +2024-03-13 05:12:12,934 - mmdet - INFO - Epoch [28][2500/7330] lr: 4.612e-07, eta: 1 day, 4:05:15, time: 1.588, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1242, s0.acc: 95.4814, s0.loss_bbox: 0.1962, s0.loss_mask: 0.2111, s1.loss_cls: 0.0576, s1.acc: 95.7594, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1047, s2.loss_cls: 0.0289, s2.acc: 95.6233, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0492, loss: 0.9455 +2024-03-13 05:13:30,493 - mmdet - INFO - Epoch [28][2550/7330] lr: 4.612e-07, eta: 1 day, 4:03:55, time: 1.551, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1247, s0.acc: 95.5476, s0.loss_bbox: 0.1960, s0.loss_mask: 0.2142, s1.loss_cls: 0.0580, s1.acc: 95.8072, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1061, s2.loss_cls: 0.0290, s2.acc: 95.6226, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0503, loss: 0.9500 +2024-03-13 05:14:50,920 - mmdet - INFO - Epoch [28][2600/7330] lr: 4.612e-07, eta: 1 day, 4:02:36, time: 1.609, data_time: 0.198, memory: 23149, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1213, s0.acc: 95.5520, s0.loss_bbox: 0.1908, s0.loss_mask: 0.2161, s1.loss_cls: 0.0570, s1.acc: 95.7362, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1077, s2.loss_cls: 0.0289, s2.acc: 95.6472, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0511, loss: 0.9457 +2024-03-13 05:16:13,621 - mmdet - INFO - Epoch [28][2650/7330] lr: 4.612e-07, eta: 1 day, 4:01:17, time: 1.654, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1322, s0.acc: 95.2419, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2167, s1.loss_cls: 0.0614, s1.acc: 95.4548, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1069, s2.loss_cls: 0.0306, s2.acc: 95.3560, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0504, loss: 0.9784 +2024-03-13 05:17:34,256 - mmdet - INFO - Epoch [28][2700/7330] lr: 4.612e-07, eta: 1 day, 3:59:58, time: 1.613, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1213, s0.acc: 95.6204, s0.loss_bbox: 0.1856, s0.loss_mask: 0.2096, s1.loss_cls: 0.0569, s1.acc: 95.8166, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1054, s2.loss_cls: 0.0284, s2.acc: 95.6458, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0496, loss: 0.9219 +2024-03-13 05:18:59,807 - mmdet - INFO - Epoch [28][2750/7330] lr: 4.612e-07, eta: 1 day, 3:58:40, time: 1.711, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1252, s0.acc: 95.4062, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2179, s1.loss_cls: 0.0579, s1.acc: 95.6418, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1082, s2.loss_cls: 0.0295, s2.acc: 95.3656, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0514, loss: 0.9657 +2024-03-13 05:20:20,873 - mmdet - INFO - Epoch [28][2800/7330] lr: 4.612e-07, eta: 1 day, 3:57:21, time: 1.621, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1190, s0.acc: 95.6462, s0.loss_bbox: 0.1850, s0.loss_mask: 0.2119, s1.loss_cls: 0.0566, s1.acc: 95.7812, s1.loss_bbox: 0.0872, s1.loss_mask: 0.1042, s2.loss_cls: 0.0286, s2.acc: 95.6428, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0492, loss: 0.9205 +2024-03-13 05:21:40,610 - mmdet - INFO - Epoch [28][2850/7330] lr: 4.612e-07, eta: 1 day, 3:56:01, time: 1.595, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1190, s0.acc: 95.6348, s0.loss_bbox: 0.1939, s0.loss_mask: 0.2127, s1.loss_cls: 0.0556, s1.acc: 95.8496, s1.loss_bbox: 0.0905, s1.loss_mask: 0.1050, s2.loss_cls: 0.0282, s2.acc: 95.6534, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0496, loss: 0.9365 +2024-03-13 05:23:02,035 - mmdet - INFO - Epoch [28][2900/7330] lr: 4.612e-07, eta: 1 day, 3:54:42, time: 1.628, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1299, s0.acc: 95.3560, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2115, s1.loss_cls: 0.0595, s1.acc: 95.6434, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1058, s2.loss_cls: 0.0298, s2.acc: 95.5610, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0500, loss: 0.9681 +2024-03-13 05:24:22,275 - mmdet - INFO - Epoch [28][2950/7330] lr: 4.612e-07, eta: 1 day, 3:53:22, time: 1.605, data_time: 0.221, memory: 23149, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1186, s0.acc: 95.6042, s0.loss_bbox: 0.1964, s0.loss_mask: 0.2126, s1.loss_cls: 0.0553, s1.acc: 95.8354, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1060, s2.loss_cls: 0.0280, s2.acc: 95.7010, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0503, loss: 0.9445 +2024-03-13 05:25:40,136 - mmdet - INFO - Epoch [28][3000/7330] lr: 4.612e-07, eta: 1 day, 3:52:02, time: 1.557, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1251, s0.acc: 95.4675, s0.loss_bbox: 0.1963, s0.loss_mask: 0.2129, s1.loss_cls: 0.0583, s1.acc: 95.6778, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1059, s2.loss_cls: 0.0293, s2.acc: 95.4608, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0503, loss: 0.9533 +2024-03-13 05:26:53,950 - mmdet - INFO - Epoch [28][3050/7330] lr: 4.612e-07, eta: 1 day, 3:50:41, time: 1.476, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1215, s0.acc: 95.6313, s0.loss_bbox: 0.1867, s0.loss_mask: 0.2050, s1.loss_cls: 0.0562, s1.acc: 95.8518, s1.loss_bbox: 0.0873, s1.loss_mask: 0.1024, s2.loss_cls: 0.0282, s2.acc: 95.6964, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0485, loss: 0.9134 +2024-03-13 05:28:13,259 - mmdet - INFO - Epoch [28][3100/7330] lr: 4.612e-07, eta: 1 day, 3:49:21, time: 1.586, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1209, s0.acc: 95.6038, s0.loss_bbox: 0.1857, s0.loss_mask: 0.2078, s1.loss_cls: 0.0559, s1.acc: 95.8188, s1.loss_bbox: 0.0871, s1.loss_mask: 0.1033, s2.loss_cls: 0.0282, s2.acc: 95.7063, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0489, loss: 0.9171 +2024-03-13 05:29:34,244 - mmdet - INFO - Epoch [28][3150/7330] lr: 4.612e-07, eta: 1 day, 3:48:02, time: 1.620, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1217, s0.acc: 95.5981, s0.loss_bbox: 0.1921, s0.loss_mask: 0.2133, s1.loss_cls: 0.0567, s1.acc: 95.8414, s1.loss_bbox: 0.0892, s1.loss_mask: 0.1060, s2.loss_cls: 0.0284, s2.acc: 95.7131, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0502, loss: 0.9392 +2024-03-13 05:30:52,197 - mmdet - INFO - Epoch [28][3200/7330] lr: 4.612e-07, eta: 1 day, 3:46:41, time: 1.559, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1198, s0.acc: 95.6729, s0.loss_bbox: 0.1841, s0.loss_mask: 0.2155, s1.loss_cls: 0.0565, s1.acc: 95.8415, s1.loss_bbox: 0.0859, s1.loss_mask: 0.1074, s2.loss_cls: 0.0280, s2.acc: 95.7379, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0507, loss: 0.9245 +2024-03-13 05:32:07,671 - mmdet - INFO - Epoch [28][3250/7330] lr: 4.612e-07, eta: 1 day, 3:45:20, time: 1.509, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1262, s0.acc: 95.4927, s0.loss_bbox: 0.1937, s0.loss_mask: 0.2207, s1.loss_cls: 0.0586, s1.acc: 95.7050, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1084, s2.loss_cls: 0.0294, s2.acc: 95.5981, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0509, loss: 0.9569 +2024-03-13 05:33:27,436 - mmdet - INFO - Epoch [28][3300/7330] lr: 4.612e-07, eta: 1 day, 3:44:01, time: 1.595, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1184, s0.acc: 95.7375, s0.loss_bbox: 0.1901, s0.loss_mask: 0.2181, s1.loss_cls: 0.0545, s1.acc: 95.9373, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1087, s2.loss_cls: 0.0277, s2.acc: 95.7617, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0515, loss: 0.9376 +2024-03-13 05:34:45,656 - mmdet - INFO - Epoch [28][3350/7330] lr: 4.612e-07, eta: 1 day, 3:42:41, time: 1.564, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1147, s0.acc: 95.7778, s0.loss_bbox: 0.1853, s0.loss_mask: 0.2108, s1.loss_cls: 0.0538, s1.acc: 95.9447, s1.loss_bbox: 0.0867, s1.loss_mask: 0.1048, s2.loss_cls: 0.0275, s2.acc: 95.7238, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0499, loss: 0.9105 +2024-03-13 05:36:03,774 - mmdet - INFO - Epoch [28][3400/7330] lr: 4.612e-07, eta: 1 day, 3:41:21, time: 1.562, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1201, s0.acc: 95.5930, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2162, s1.loss_cls: 0.0562, s1.acc: 95.7795, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1075, s2.loss_cls: 0.0282, s2.acc: 95.6622, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0509, loss: 0.9462 +2024-03-13 05:37:22,330 - mmdet - INFO - Epoch [28][3450/7330] lr: 4.612e-07, eta: 1 day, 3:40:01, time: 1.571, data_time: 0.202, memory: 23149, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1344, s0.acc: 95.0796, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2215, s1.loss_cls: 0.0625, s1.acc: 95.3587, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1100, s2.loss_cls: 0.0316, s2.acc: 95.2043, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0520, loss: 1.0093 +2024-03-13 05:38:41,146 - mmdet - INFO - Epoch [28][3500/7330] lr: 4.612e-07, eta: 1 day, 3:38:41, time: 1.576, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1224, s0.acc: 95.5334, s0.loss_bbox: 0.1990, s0.loss_mask: 0.2108, s1.loss_cls: 0.0569, s1.acc: 95.8012, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1049, s2.loss_cls: 0.0288, s2.acc: 95.5929, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0496, loss: 0.9490 +2024-03-13 05:40:01,486 - mmdet - INFO - Epoch [28][3550/7330] lr: 4.612e-07, eta: 1 day, 3:37:21, time: 1.607, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1169, s0.acc: 95.7153, s0.loss_bbox: 0.1894, s0.loss_mask: 0.2123, s1.loss_cls: 0.0542, s1.acc: 95.9176, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1052, s2.loss_cls: 0.0275, s2.acc: 95.6421, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0496, loss: 0.9237 +2024-03-13 05:41:21,877 - mmdet - INFO - Epoch [28][3600/7330] lr: 4.612e-07, eta: 1 day, 3:36:02, time: 1.608, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1202, s0.acc: 95.5999, s0.loss_bbox: 0.1926, s0.loss_mask: 0.2079, s1.loss_cls: 0.0564, s1.acc: 95.7390, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1037, s2.loss_cls: 0.0285, s2.acc: 95.6835, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0491, loss: 0.9314 +2024-03-13 05:42:39,213 - mmdet - INFO - Epoch [28][3650/7330] lr: 4.612e-07, eta: 1 day, 3:34:41, time: 1.546, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1197, s0.acc: 95.6785, s0.loss_bbox: 0.1872, s0.loss_mask: 0.2135, s1.loss_cls: 0.0563, s1.acc: 95.8668, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1069, s2.loss_cls: 0.0285, s2.acc: 95.6449, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0510, loss: 0.9272 +2024-03-13 05:43:57,515 - mmdet - INFO - Epoch [28][3700/7330] lr: 4.612e-07, eta: 1 day, 3:33:21, time: 1.566, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1161, s0.acc: 95.8298, s0.loss_bbox: 0.1878, s0.loss_mask: 0.2105, s1.loss_cls: 0.0542, s1.acc: 96.0183, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1044, s2.loss_cls: 0.0272, s2.acc: 95.8282, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0493, loss: 0.9189 +2024-03-13 05:45:19,912 - mmdet - INFO - Epoch [28][3750/7330] lr: 4.612e-07, eta: 1 day, 3:32:03, time: 1.648, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1200, s0.acc: 95.6133, s0.loss_bbox: 0.1917, s0.loss_mask: 0.2149, s1.loss_cls: 0.0541, s1.acc: 95.9454, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1073, s2.loss_cls: 0.0273, s2.acc: 95.8553, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0512, loss: 0.9390 +2024-03-13 05:46:38,244 - mmdet - INFO - Epoch [28][3800/7330] lr: 4.612e-07, eta: 1 day, 3:30:42, time: 1.567, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1243, s0.acc: 95.4360, s0.loss_bbox: 0.1935, s0.loss_mask: 0.2145, s1.loss_cls: 0.0577, s1.acc: 95.6186, s1.loss_bbox: 0.0889, s1.loss_mask: 0.1058, s2.loss_cls: 0.0289, s2.acc: 95.5511, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0497, loss: 0.9436 +2024-03-13 05:47:57,389 - mmdet - INFO - Epoch [28][3850/7330] lr: 4.612e-07, eta: 1 day, 3:29:23, time: 1.583, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1324, s0.acc: 95.2168, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2222, s1.loss_cls: 0.0624, s1.acc: 95.4253, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1102, s2.loss_cls: 0.0313, s2.acc: 95.3355, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0518, loss: 1.0014 +2024-03-13 05:49:15,703 - mmdet - INFO - Epoch [28][3900/7330] lr: 4.612e-07, eta: 1 day, 3:28:03, time: 1.566, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1153, s0.acc: 95.8364, s0.loss_bbox: 0.1859, s0.loss_mask: 0.2093, s1.loss_cls: 0.0540, s1.acc: 96.0719, s1.loss_bbox: 0.0881, s1.loss_mask: 0.1049, s2.loss_cls: 0.0275, s2.acc: 95.8427, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0498, loss: 0.9117 +2024-03-13 05:50:37,468 - mmdet - INFO - Epoch [28][3950/7330] lr: 4.612e-07, eta: 1 day, 3:26:44, time: 1.636, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1218, s0.acc: 95.5574, s0.loss_bbox: 0.1900, s0.loss_mask: 0.2112, s1.loss_cls: 0.0567, s1.acc: 95.8012, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1065, s2.loss_cls: 0.0285, s2.acc: 95.6552, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0504, loss: 0.9361 +2024-03-13 05:51:59,223 - mmdet - INFO - Epoch [28][4000/7330] lr: 4.612e-07, eta: 1 day, 3:25:25, time: 1.635, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1216, s0.acc: 95.5452, s0.loss_bbox: 0.1950, s0.loss_mask: 0.2139, s1.loss_cls: 0.0576, s1.acc: 95.7251, s1.loss_bbox: 0.0905, s1.loss_mask: 0.1061, s2.loss_cls: 0.0292, s2.acc: 95.5884, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0499, loss: 0.9445 +2024-03-13 05:53:20,298 - mmdet - INFO - Epoch [28][4050/7330] lr: 4.612e-07, eta: 1 day, 3:24:05, time: 1.621, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1216, s0.acc: 95.6299, s0.loss_bbox: 0.1920, s0.loss_mask: 0.2103, s1.loss_cls: 0.0564, s1.acc: 95.8171, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1056, s2.loss_cls: 0.0286, s2.acc: 95.6674, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0502, loss: 0.9351 +2024-03-13 05:54:37,999 - mmdet - INFO - Epoch [28][4100/7330] lr: 4.612e-07, eta: 1 day, 3:22:45, time: 1.554, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1218, s0.acc: 95.6460, s0.loss_bbox: 0.1928, s0.loss_mask: 0.2187, s1.loss_cls: 0.0568, s1.acc: 95.8242, s1.loss_bbox: 0.0906, s1.loss_mask: 0.1097, s2.loss_cls: 0.0288, s2.acc: 95.7166, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0520, loss: 0.9506 +2024-03-13 05:56:01,557 - mmdet - INFO - Epoch [28][4150/7330] lr: 4.612e-07, eta: 1 day, 3:21:27, time: 1.671, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1228, s0.acc: 95.5532, s0.loss_bbox: 0.1934, s0.loss_mask: 0.2131, s1.loss_cls: 0.0570, s1.acc: 95.8152, s1.loss_bbox: 0.0904, s1.loss_mask: 0.1055, s2.loss_cls: 0.0285, s2.acc: 95.7042, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0498, loss: 0.9412 +2024-03-13 05:57:17,590 - mmdet - INFO - Epoch [28][4200/7330] lr: 4.612e-07, eta: 1 day, 3:20:06, time: 1.521, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1160, s0.acc: 95.7544, s0.loss_bbox: 0.1924, s0.loss_mask: 0.2099, s1.loss_cls: 0.0549, s1.acc: 95.9263, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1049, s2.loss_cls: 0.0275, s2.acc: 95.8659, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0498, loss: 0.9230 +2024-03-13 05:58:36,549 - mmdet - INFO - Epoch [28][4250/7330] lr: 4.612e-07, eta: 1 day, 3:18:46, time: 1.579, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1308, s0.acc: 95.3411, s0.loss_bbox: 0.1974, s0.loss_mask: 0.2161, s1.loss_cls: 0.0609, s1.acc: 95.5370, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1076, s2.loss_cls: 0.0306, s2.acc: 95.2973, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0506, loss: 0.9668 +2024-03-13 05:59:57,372 - mmdet - INFO - Epoch [28][4300/7330] lr: 4.612e-07, eta: 1 day, 3:17:27, time: 1.616, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1142, s0.acc: 95.8188, s0.loss_bbox: 0.1858, s0.loss_mask: 0.2129, s1.loss_cls: 0.0530, s1.acc: 96.0537, s1.loss_bbox: 0.0876, s1.loss_mask: 0.1066, s2.loss_cls: 0.0273, s2.acc: 95.7902, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0504, loss: 0.9126 +2024-03-13 06:01:15,654 - mmdet - INFO - Epoch [28][4350/7330] lr: 4.612e-07, eta: 1 day, 3:16:07, time: 1.566, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1140, s0.acc: 95.8154, s0.loss_bbox: 0.1846, s0.loss_mask: 0.2108, s1.loss_cls: 0.0531, s1.acc: 96.0298, s1.loss_bbox: 0.0865, s1.loss_mask: 0.1049, s2.loss_cls: 0.0267, s2.acc: 95.8520, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0496, loss: 0.9062 +2024-03-13 06:02:34,238 - mmdet - INFO - Epoch [28][4400/7330] lr: 4.612e-07, eta: 1 day, 3:14:47, time: 1.572, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1261, s0.acc: 95.5017, s0.loss_bbox: 0.1932, s0.loss_mask: 0.2151, s1.loss_cls: 0.0581, s1.acc: 95.7750, s1.loss_bbox: 0.0888, s1.loss_mask: 0.1060, s2.loss_cls: 0.0287, s2.acc: 95.7397, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0503, loss: 0.9471 +2024-03-13 06:03:49,162 - mmdet - INFO - Epoch [28][4450/7330] lr: 4.612e-07, eta: 1 day, 3:13:26, time: 1.498, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1260, s0.acc: 95.4094, s0.loss_bbox: 0.2000, s0.loss_mask: 0.2141, s1.loss_cls: 0.0580, s1.acc: 95.7033, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1067, s2.loss_cls: 0.0291, s2.acc: 95.5982, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0507, loss: 0.9599 +2024-03-13 06:05:11,297 - mmdet - INFO - Epoch [28][4500/7330] lr: 4.612e-07, eta: 1 day, 3:12:07, time: 1.643, data_time: 0.220, memory: 23149, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1272, s0.acc: 95.3384, s0.loss_bbox: 0.1999, s0.loss_mask: 0.2120, s1.loss_cls: 0.0595, s1.acc: 95.5620, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1054, s2.loss_cls: 0.0297, s2.acc: 95.3946, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0499, loss: 0.9641 +2024-03-13 06:06:31,598 - mmdet - INFO - Epoch [28][4550/7330] lr: 4.612e-07, eta: 1 day, 3:10:47, time: 1.606, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1225, s0.acc: 95.5361, s0.loss_bbox: 0.1934, s0.loss_mask: 0.2104, s1.loss_cls: 0.0572, s1.acc: 95.8064, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1046, s2.loss_cls: 0.0286, s2.acc: 95.6803, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0495, loss: 0.9384 +2024-03-13 06:07:54,244 - mmdet - INFO - Epoch [28][4600/7330] lr: 4.612e-07, eta: 1 day, 3:09:28, time: 1.653, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1241, s0.acc: 95.4822, s0.loss_bbox: 0.1969, s0.loss_mask: 0.2160, s1.loss_cls: 0.0578, s1.acc: 95.6505, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1079, s2.loss_cls: 0.0293, s2.acc: 95.4498, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0514, loss: 0.9619 +2024-03-13 06:09:11,968 - mmdet - INFO - Epoch [28][4650/7330] lr: 4.612e-07, eta: 1 day, 3:08:08, time: 1.554, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1238, s0.acc: 95.4431, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2163, s1.loss_cls: 0.0574, s1.acc: 95.6813, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1076, s2.loss_cls: 0.0292, s2.acc: 95.5189, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0508, loss: 0.9624 +2024-03-13 06:10:31,280 - mmdet - INFO - Epoch [28][4700/7330] lr: 4.612e-07, eta: 1 day, 3:06:48, time: 1.586, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1228, s0.acc: 95.4919, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2146, s1.loss_cls: 0.0571, s1.acc: 95.6886, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1069, s2.loss_cls: 0.0291, s2.acc: 95.4603, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0509, loss: 0.9591 +2024-03-13 06:11:52,117 - mmdet - INFO - Epoch [28][4750/7330] lr: 4.612e-07, eta: 1 day, 3:05:29, time: 1.617, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1206, s0.acc: 95.7046, s0.loss_bbox: 0.1835, s0.loss_mask: 0.2141, s1.loss_cls: 0.0561, s1.acc: 95.8451, s1.loss_bbox: 0.0866, s1.loss_mask: 0.1065, s2.loss_cls: 0.0279, s2.acc: 95.7172, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0503, loss: 0.9250 +2024-03-13 06:13:11,520 - mmdet - INFO - Epoch [28][4800/7330] lr: 4.612e-07, eta: 1 day, 3:04:09, time: 1.588, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1194, s0.acc: 95.5977, s0.loss_bbox: 0.1928, s0.loss_mask: 0.2107, s1.loss_cls: 0.0548, s1.acc: 95.8824, s1.loss_bbox: 0.0906, s1.loss_mask: 0.1047, s2.loss_cls: 0.0281, s2.acc: 95.7317, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0496, loss: 0.9303 +2024-03-13 06:14:34,792 - mmdet - INFO - Epoch [28][4850/7330] lr: 4.612e-07, eta: 1 day, 3:02:51, time: 1.665, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1207, s0.acc: 95.6699, s0.loss_bbox: 0.1956, s0.loss_mask: 0.2175, s1.loss_cls: 0.0559, s1.acc: 95.9102, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1079, s2.loss_cls: 0.0283, s2.acc: 95.7583, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0512, loss: 0.9470 +2024-03-13 06:15:52,591 - mmdet - INFO - Epoch [28][4900/7330] lr: 4.612e-07, eta: 1 day, 3:01:31, time: 1.556, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1218, s0.acc: 95.6543, s0.loss_bbox: 0.1888, s0.loss_mask: 0.2052, s1.loss_cls: 0.0566, s1.acc: 95.8415, s1.loss_bbox: 0.0906, s1.loss_mask: 0.1028, s2.loss_cls: 0.0288, s2.acc: 95.5961, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0488, loss: 0.9248 +2024-03-13 06:17:06,558 - mmdet - INFO - Epoch [28][4950/7330] lr: 4.612e-07, eta: 1 day, 3:00:09, time: 1.480, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1174, s0.acc: 95.6597, s0.loss_bbox: 0.1926, s0.loss_mask: 0.2065, s1.loss_cls: 0.0545, s1.acc: 95.8902, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1032, s2.loss_cls: 0.0276, s2.acc: 95.7005, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0490, loss: 0.9208 +2024-03-13 06:18:24,932 - mmdet - INFO - Epoch [28][5000/7330] lr: 4.612e-07, eta: 1 day, 2:58:49, time: 1.567, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1217, s0.acc: 95.5605, s0.loss_bbox: 0.1944, s0.loss_mask: 0.2207, s1.loss_cls: 0.0561, s1.acc: 95.8155, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1096, s2.loss_cls: 0.0279, s2.acc: 95.6611, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0517, loss: 0.9567 +2024-03-13 06:19:45,679 - mmdet - INFO - Epoch [28][5050/7330] lr: 4.612e-07, eta: 1 day, 2:57:30, time: 1.615, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1237, s0.acc: 95.4238, s0.loss_bbox: 0.1986, s0.loss_mask: 0.2125, s1.loss_cls: 0.0581, s1.acc: 95.5858, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1055, s2.loss_cls: 0.0294, s2.acc: 95.4283, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0501, loss: 0.9559 +2024-03-13 06:21:04,307 - mmdet - INFO - Epoch [28][5100/7330] lr: 4.612e-07, eta: 1 day, 2:56:10, time: 1.573, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1261, s0.acc: 95.3521, s0.loss_bbox: 0.1976, s0.loss_mask: 0.2140, s1.loss_cls: 0.0588, s1.acc: 95.5514, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1053, s2.loss_cls: 0.0293, s2.acc: 95.3730, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0495, loss: 0.9571 +2024-03-13 06:22:24,035 - mmdet - INFO - Epoch [28][5150/7330] lr: 4.612e-07, eta: 1 day, 2:54:50, time: 1.595, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1157, s0.acc: 95.7173, s0.loss_bbox: 0.1838, s0.loss_mask: 0.2119, s1.loss_cls: 0.0531, s1.acc: 95.9691, s1.loss_bbox: 0.0872, s1.loss_mask: 0.1052, s2.loss_cls: 0.0268, s2.acc: 95.7988, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0499, loss: 0.9092 +2024-03-13 06:23:44,063 - mmdet - INFO - Epoch [28][5200/7330] lr: 4.612e-07, eta: 1 day, 2:53:31, time: 1.601, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1211, s0.acc: 95.5845, s0.loss_bbox: 0.1912, s0.loss_mask: 0.2123, s1.loss_cls: 0.0559, s1.acc: 95.8320, s1.loss_bbox: 0.0906, s1.loss_mask: 0.1066, s2.loss_cls: 0.0280, s2.acc: 95.7572, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0506, loss: 0.9368 +2024-03-13 06:25:05,166 - mmdet - INFO - Epoch [28][5250/7330] lr: 4.612e-07, eta: 1 day, 2:52:12, time: 1.622, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1272, s0.acc: 95.3770, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2156, s1.loss_cls: 0.0592, s1.acc: 95.6248, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1069, s2.loss_cls: 0.0301, s2.acc: 95.3717, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0505, loss: 0.9769 +2024-03-13 06:26:30,410 - mmdet - INFO - Epoch [28][5300/7330] lr: 4.612e-07, eta: 1 day, 2:50:54, time: 1.705, data_time: 0.225, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1255, s0.acc: 95.4985, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2143, s1.loss_cls: 0.0578, s1.acc: 95.7335, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1063, s2.loss_cls: 0.0294, s2.acc: 95.5329, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0501, loss: 0.9588 +2024-03-13 06:27:52,665 - mmdet - INFO - Epoch [28][5350/7330] lr: 4.612e-07, eta: 1 day, 2:49:35, time: 1.645, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1152, s0.acc: 95.7695, s0.loss_bbox: 0.1876, s0.loss_mask: 0.2124, s1.loss_cls: 0.0525, s1.acc: 96.0026, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1058, s2.loss_cls: 0.0267, s2.acc: 95.8473, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0499, loss: 0.9154 +2024-03-13 06:29:10,782 - mmdet - INFO - Epoch [28][5400/7330] lr: 4.612e-07, eta: 1 day, 2:48:15, time: 1.562, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1222, s0.acc: 95.6267, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2098, s1.loss_cls: 0.0569, s1.acc: 95.8126, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1044, s2.loss_cls: 0.0289, s2.acc: 95.5979, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0495, loss: 0.9353 +2024-03-13 06:30:29,044 - mmdet - INFO - Epoch [28][5450/7330] lr: 4.612e-07, eta: 1 day, 2:46:55, time: 1.565, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1235, s0.acc: 95.5312, s0.loss_bbox: 0.1959, s0.loss_mask: 0.2131, s1.loss_cls: 0.0572, s1.acc: 95.7813, s1.loss_bbox: 0.0912, s1.loss_mask: 0.1059, s2.loss_cls: 0.0289, s2.acc: 95.6371, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0498, loss: 0.9487 +2024-03-13 06:31:47,676 - mmdet - INFO - Epoch [28][5500/7330] lr: 4.612e-07, eta: 1 day, 2:45:35, time: 1.573, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1249, s0.acc: 95.5156, s0.loss_bbox: 0.1936, s0.loss_mask: 0.2124, s1.loss_cls: 0.0580, s1.acc: 95.8096, s1.loss_bbox: 0.0912, s1.loss_mask: 0.1066, s2.loss_cls: 0.0286, s2.acc: 95.7276, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0504, loss: 0.9446 +2024-03-13 06:33:07,529 - mmdet - INFO - Epoch [28][5550/7330] lr: 4.612e-07, eta: 1 day, 2:44:15, time: 1.597, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1198, s0.acc: 95.6958, s0.loss_bbox: 0.1830, s0.loss_mask: 0.2058, s1.loss_cls: 0.0553, s1.acc: 95.9490, s1.loss_bbox: 0.0856, s1.loss_mask: 0.1023, s2.loss_cls: 0.0277, s2.acc: 95.8483, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0485, loss: 0.9095 +2024-03-13 06:34:29,229 - mmdet - INFO - Epoch [28][5600/7330] lr: 4.612e-07, eta: 1 day, 2:42:56, time: 1.634, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1209, s0.acc: 95.5642, s0.loss_bbox: 0.1899, s0.loss_mask: 0.2045, s1.loss_cls: 0.0560, s1.acc: 95.7786, s1.loss_bbox: 0.0888, s1.loss_mask: 0.1016, s2.loss_cls: 0.0278, s2.acc: 95.7343, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0482, loss: 0.9211 +2024-03-13 06:35:49,660 - mmdet - INFO - Epoch [28][5650/7330] lr: 4.612e-07, eta: 1 day, 2:41:36, time: 1.609, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1235, s0.acc: 95.5476, s0.loss_bbox: 0.1935, s0.loss_mask: 0.2073, s1.loss_cls: 0.0582, s1.acc: 95.6957, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1037, s2.loss_cls: 0.0294, s2.acc: 95.5752, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0490, loss: 0.9352 +2024-03-13 06:37:10,527 - mmdet - INFO - Epoch [28][5700/7330] lr: 4.612e-07, eta: 1 day, 2:40:17, time: 1.617, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1288, s0.acc: 95.3438, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2179, s1.loss_cls: 0.0595, s1.acc: 95.5700, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1091, s2.loss_cls: 0.0301, s2.acc: 95.4528, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0515, loss: 0.9836 +2024-03-13 06:38:28,100 - mmdet - INFO - Epoch [28][5750/7330] lr: 4.612e-07, eta: 1 day, 2:38:57, time: 1.551, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1186, s0.acc: 95.6565, s0.loss_bbox: 0.1931, s0.loss_mask: 0.2130, s1.loss_cls: 0.0546, s1.acc: 95.9076, s1.loss_bbox: 0.0904, s1.loss_mask: 0.1058, s2.loss_cls: 0.0275, s2.acc: 95.7980, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0503, loss: 0.9322 +2024-03-13 06:39:46,587 - mmdet - INFO - Epoch [28][5800/7330] lr: 4.612e-07, eta: 1 day, 2:37:37, time: 1.570, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1181, s0.acc: 95.6467, s0.loss_bbox: 0.1930, s0.loss_mask: 0.2061, s1.loss_cls: 0.0541, s1.acc: 95.9603, s1.loss_bbox: 0.0904, s1.loss_mask: 0.1028, s2.loss_cls: 0.0275, s2.acc: 95.8081, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0487, loss: 0.9213 +2024-03-13 06:41:05,337 - mmdet - INFO - Epoch [28][5850/7330] lr: 4.612e-07, eta: 1 day, 2:36:17, time: 1.575, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1201, s0.acc: 95.6597, s0.loss_bbox: 0.1874, s0.loss_mask: 0.2132, s1.loss_cls: 0.0564, s1.acc: 95.8132, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1069, s2.loss_cls: 0.0282, s2.acc: 95.6913, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0507, loss: 0.9280 +2024-03-13 06:42:23,433 - mmdet - INFO - Epoch [28][5900/7330] lr: 4.612e-07, eta: 1 day, 2:34:57, time: 1.562, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1210, s0.acc: 95.5166, s0.loss_bbox: 0.2000, s0.loss_mask: 0.2192, s1.loss_cls: 0.0552, s1.acc: 95.8239, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1096, s2.loss_cls: 0.0285, s2.acc: 95.5397, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0521, loss: 0.9637 +2024-03-13 06:43:39,834 - mmdet - INFO - Epoch [28][5950/7330] lr: 4.612e-07, eta: 1 day, 2:33:36, time: 1.528, data_time: 0.109, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1178, s0.acc: 95.6201, s0.loss_bbox: 0.1871, s0.loss_mask: 0.2125, s1.loss_cls: 0.0553, s1.acc: 95.8381, s1.loss_bbox: 0.0876, s1.loss_mask: 0.1052, s2.loss_cls: 0.0279, s2.acc: 95.7527, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0498, loss: 0.9220 +2024-03-13 06:44:55,982 - mmdet - INFO - Epoch [28][6000/7330] lr: 4.612e-07, eta: 1 day, 2:32:16, time: 1.523, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1240, s0.acc: 95.4778, s0.loss_bbox: 0.1965, s0.loss_mask: 0.2094, s1.loss_cls: 0.0573, s1.acc: 95.7586, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1057, s2.loss_cls: 0.0291, s2.acc: 95.6575, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0501, loss: 0.9493 +2024-03-13 06:46:20,198 - mmdet - INFO - Epoch [28][6050/7330] lr: 4.612e-07, eta: 1 day, 2:30:57, time: 1.684, data_time: 0.221, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1183, s0.acc: 95.6609, s0.loss_bbox: 0.1908, s0.loss_mask: 0.2073, s1.loss_cls: 0.0549, s1.acc: 95.8285, s1.loss_bbox: 0.0892, s1.loss_mask: 0.1032, s2.loss_cls: 0.0277, s2.acc: 95.6785, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0489, loss: 0.9204 +2024-03-13 06:47:35,134 - mmdet - INFO - Epoch [28][6100/7330] lr: 4.612e-07, eta: 1 day, 2:29:36, time: 1.499, data_time: 0.117, memory: 23149, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1252, s0.acc: 95.4998, s0.loss_bbox: 0.1980, s0.loss_mask: 0.2157, s1.loss_cls: 0.0583, s1.acc: 95.6938, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1073, s2.loss_cls: 0.0294, s2.acc: 95.5164, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0506, loss: 0.9595 +2024-03-13 06:48:54,696 - mmdet - INFO - Epoch [28][6150/7330] lr: 4.612e-07, eta: 1 day, 2:28:17, time: 1.591, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1180, s0.acc: 95.8926, s0.loss_bbox: 0.1862, s0.loss_mask: 0.2063, s1.loss_cls: 0.0551, s1.acc: 96.0618, s1.loss_bbox: 0.0884, s1.loss_mask: 0.1032, s2.loss_cls: 0.0274, s2.acc: 95.8944, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0488, loss: 0.9102 +2024-03-13 06:50:17,430 - mmdet - INFO - Epoch [28][6200/7330] lr: 4.612e-07, eta: 1 day, 2:26:58, time: 1.655, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1263, s0.acc: 95.4883, s0.loss_bbox: 0.1975, s0.loss_mask: 0.2120, s1.loss_cls: 0.0575, s1.acc: 95.8265, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1059, s2.loss_cls: 0.0286, s2.acc: 95.7281, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0505, loss: 0.9538 +2024-03-13 06:51:38,937 - mmdet - INFO - Epoch [28][6250/7330] lr: 4.612e-07, eta: 1 day, 2:25:39, time: 1.630, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1215, s0.acc: 95.5181, s0.loss_bbox: 0.1975, s0.loss_mask: 0.2159, s1.loss_cls: 0.0562, s1.acc: 95.6731, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1065, s2.loss_cls: 0.0285, s2.acc: 95.5180, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0501, loss: 0.9518 +2024-03-13 06:52:59,139 - mmdet - INFO - Epoch [28][6300/7330] lr: 4.612e-07, eta: 1 day, 2:24:19, time: 1.604, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1285, s0.acc: 95.4172, s0.loss_bbox: 0.1945, s0.loss_mask: 0.2129, s1.loss_cls: 0.0595, s1.acc: 95.6585, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1061, s2.loss_cls: 0.0300, s2.acc: 95.4670, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0503, loss: 0.9541 +2024-03-13 06:54:17,384 - mmdet - INFO - Epoch [28][6350/7330] lr: 4.612e-07, eta: 1 day, 2:22:59, time: 1.565, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1213, s0.acc: 95.5879, s0.loss_bbox: 0.1966, s0.loss_mask: 0.2122, s1.loss_cls: 0.0563, s1.acc: 95.7815, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1050, s2.loss_cls: 0.0280, s2.acc: 95.7042, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0494, loss: 0.9429 +2024-03-13 06:55:36,637 - mmdet - INFO - Epoch [28][6400/7330] lr: 4.612e-07, eta: 1 day, 2:21:39, time: 1.585, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1228, s0.acc: 95.5745, s0.loss_bbox: 0.1970, s0.loss_mask: 0.2101, s1.loss_cls: 0.0578, s1.acc: 95.7298, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1044, s2.loss_cls: 0.0290, s2.acc: 95.6486, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0495, loss: 0.9468 +2024-03-13 06:56:53,023 - mmdet - INFO - Epoch [28][6450/7330] lr: 4.612e-07, eta: 1 day, 2:20:19, time: 1.527, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1201, s0.acc: 95.6780, s0.loss_bbox: 0.1874, s0.loss_mask: 0.2088, s1.loss_cls: 0.0569, s1.acc: 95.7536, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1056, s2.loss_cls: 0.0287, s2.acc: 95.6103, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0505, loss: 0.9266 +2024-03-13 06:58:12,072 - mmdet - INFO - Epoch [28][6500/7330] lr: 4.612e-07, eta: 1 day, 2:18:59, time: 1.581, data_time: 0.124, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1268, s0.acc: 95.4507, s0.loss_bbox: 0.1969, s0.loss_mask: 0.2140, s1.loss_cls: 0.0585, s1.acc: 95.6320, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1070, s2.loss_cls: 0.0294, s2.acc: 95.4954, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0504, loss: 0.9555 +2024-03-13 06:59:33,641 - mmdet - INFO - Epoch [28][6550/7330] lr: 4.612e-07, eta: 1 day, 2:17:40, time: 1.631, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1200, s0.acc: 95.5142, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2115, s1.loss_cls: 0.0560, s1.acc: 95.7518, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1053, s2.loss_cls: 0.0286, s2.acc: 95.5564, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0502, loss: 0.9423 +2024-03-13 07:00:54,846 - mmdet - INFO - Epoch [28][6600/7330] lr: 4.612e-07, eta: 1 day, 2:16:21, time: 1.624, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1209, s0.acc: 95.5574, s0.loss_bbox: 0.1954, s0.loss_mask: 0.2166, s1.loss_cls: 0.0573, s1.acc: 95.6400, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1078, s2.loss_cls: 0.0286, s2.acc: 95.5170, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0511, loss: 0.9474 +2024-03-13 07:02:17,123 - mmdet - INFO - Epoch [28][6650/7330] lr: 4.612e-07, eta: 1 day, 2:15:02, time: 1.645, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1254, s0.acc: 95.4299, s0.loss_bbox: 0.1963, s0.loss_mask: 0.2139, s1.loss_cls: 0.0579, s1.acc: 95.6983, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1064, s2.loss_cls: 0.0289, s2.acc: 95.6112, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0506, loss: 0.9541 +2024-03-13 07:03:33,654 - mmdet - INFO - Epoch [28][6700/7330] lr: 4.612e-07, eta: 1 day, 2:13:41, time: 1.531, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1209, s0.acc: 95.5527, s0.loss_bbox: 0.1929, s0.loss_mask: 0.2077, s1.loss_cls: 0.0565, s1.acc: 95.7734, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1054, s2.loss_cls: 0.0286, s2.acc: 95.6801, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0502, loss: 0.9326 +2024-03-13 07:04:52,494 - mmdet - INFO - Epoch [28][6750/7330] lr: 4.612e-07, eta: 1 day, 2:12:21, time: 1.577, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1221, s0.acc: 95.5894, s0.loss_bbox: 0.1932, s0.loss_mask: 0.2093, s1.loss_cls: 0.0561, s1.acc: 95.8412, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1046, s2.loss_cls: 0.0284, s2.acc: 95.5964, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0498, loss: 0.9344 +2024-03-13 07:06:05,191 - mmdet - INFO - Epoch [28][6800/7330] lr: 4.612e-07, eta: 1 day, 2:11:00, time: 1.454, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1283, s0.acc: 95.3259, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2166, s1.loss_cls: 0.0595, s1.acc: 95.5607, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1092, s2.loss_cls: 0.0301, s2.acc: 95.3579, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0518, loss: 0.9841 +2024-03-13 07:07:24,652 - mmdet - INFO - Epoch [28][6850/7330] lr: 4.612e-07, eta: 1 day, 2:09:40, time: 1.589, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1200, s0.acc: 95.6577, s0.loss_bbox: 0.1903, s0.loss_mask: 0.2108, s1.loss_cls: 0.0559, s1.acc: 95.8288, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1057, s2.loss_cls: 0.0284, s2.acc: 95.6036, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0502, loss: 0.9299 +2024-03-13 07:08:41,263 - mmdet - INFO - Epoch [28][6900/7330] lr: 4.612e-07, eta: 1 day, 2:08:19, time: 1.532, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1175, s0.acc: 95.7876, s0.loss_bbox: 0.1859, s0.loss_mask: 0.2085, s1.loss_cls: 0.0549, s1.acc: 95.9990, s1.loss_bbox: 0.0869, s1.loss_mask: 0.1044, s2.loss_cls: 0.0277, s2.acc: 95.9454, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0495, loss: 0.9138 +2024-03-13 07:10:02,457 - mmdet - INFO - Epoch [28][6950/7330] lr: 4.612e-07, eta: 1 day, 2:07:00, time: 1.624, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1179, s0.acc: 95.6609, s0.loss_bbox: 0.1925, s0.loss_mask: 0.2091, s1.loss_cls: 0.0549, s1.acc: 95.8508, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1048, s2.loss_cls: 0.0277, s2.acc: 95.6491, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0495, loss: 0.9264 +2024-03-13 07:11:22,144 - mmdet - INFO - Epoch [28][7000/7330] lr: 4.612e-07, eta: 1 day, 2:05:41, time: 1.594, data_time: 0.107, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1252, s0.acc: 95.5051, s0.loss_bbox: 0.1954, s0.loss_mask: 0.2121, s1.loss_cls: 0.0582, s1.acc: 95.7201, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1059, s2.loss_cls: 0.0292, s2.acc: 95.5669, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0501, loss: 0.9495 +2024-03-13 07:12:44,095 - mmdet - INFO - Epoch [28][7050/7330] lr: 4.612e-07, eta: 1 day, 2:04:22, time: 1.639, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1219, s0.acc: 95.5500, s0.loss_bbox: 0.1980, s0.loss_mask: 0.2109, s1.loss_cls: 0.0566, s1.acc: 95.8403, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1059, s2.loss_cls: 0.0289, s2.acc: 95.5830, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0503, loss: 0.9466 +2024-03-13 07:14:01,341 - mmdet - INFO - Epoch [28][7100/7330] lr: 4.612e-07, eta: 1 day, 2:03:01, time: 1.545, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1144, s0.acc: 95.8955, s0.loss_bbox: 0.1814, s0.loss_mask: 0.2034, s1.loss_cls: 0.0537, s1.acc: 96.0651, s1.loss_bbox: 0.0860, s1.loss_mask: 0.1027, s2.loss_cls: 0.0271, s2.acc: 95.8836, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0489, loss: 0.8937 +2024-03-13 07:15:20,950 - mmdet - INFO - Epoch [28][7150/7330] lr: 4.612e-07, eta: 1 day, 2:01:42, time: 1.592, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1169, s0.acc: 95.7822, s0.loss_bbox: 0.1898, s0.loss_mask: 0.2114, s1.loss_cls: 0.0541, s1.acc: 95.9913, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1057, s2.loss_cls: 0.0273, s2.acc: 95.8259, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0504, loss: 0.9233 +2024-03-13 07:16:41,732 - mmdet - INFO - Epoch [28][7200/7330] lr: 4.612e-07, eta: 1 day, 2:00:22, time: 1.616, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1169, s0.acc: 95.6819, s0.loss_bbox: 0.1914, s0.loss_mask: 0.2099, s1.loss_cls: 0.0550, s1.acc: 95.8293, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1046, s2.loss_cls: 0.0281, s2.acc: 95.6401, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0496, loss: 0.9267 +2024-03-13 07:18:03,525 - mmdet - INFO - Epoch [28][7250/7330] lr: 4.612e-07, eta: 1 day, 1:59:03, time: 1.636, data_time: 0.230, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1233, s0.acc: 95.5222, s0.loss_bbox: 0.1933, s0.loss_mask: 0.2094, s1.loss_cls: 0.0575, s1.acc: 95.7712, s1.loss_bbox: 0.0906, s1.loss_mask: 0.1049, s2.loss_cls: 0.0288, s2.acc: 95.6238, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0499, loss: 0.9365 +2024-03-13 07:19:28,298 - mmdet - INFO - Epoch [28][7300/7330] lr: 4.612e-07, eta: 1 day, 1:57:45, time: 1.695, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1288, s0.acc: 95.3459, s0.loss_bbox: 0.1934, s0.loss_mask: 0.2108, s1.loss_cls: 0.0587, s1.acc: 95.6480, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1040, s2.loss_cls: 0.0296, s2.acc: 95.5301, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0494, loss: 0.9488 +2024-03-13 07:20:08,992 - mmdet - INFO - Saving checkpoint at 28 epochs +2024-03-13 07:26:56,065 - mmdet - INFO - Evaluating bbox... +2024-03-13 07:27:25,832 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.514 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.698 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.558 + 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 ] = 0.550 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.663 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.643 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.643 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.643 + 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 ] = 0.677 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.795 + +2024-03-13 07:27:25,833 - mmdet - INFO - Evaluating segm... +2024-03-13 07:28:03,296 - 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 ] = 0.675 + 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 ] = 0.477 + 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 ] = 0.564 + 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 ] = 0.391 + 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 ] = 0.721 + +2024-03-13 07:28:03,840 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-13 07:28:03,841 - mmdet - INFO - Epoch(val) [28][1250] bbox_mAP: 0.5140, bbox_mAP_50: 0.6980, bbox_mAP_75: 0.5580, bbox_mAP_s: 0.3420, bbox_mAP_m: 0.5500, bbox_mAP_l: 0.6630, bbox_mAP_copypaste: 0.514 0.698 0.558 0.342 0.550 0.663, segm_mAP: 0.4460, segm_mAP_50: 0.6750, segm_mAP_75: 0.4840, segm_mAP_s: 0.2560, segm_mAP_m: 0.4770, segm_mAP_l: 0.6300, segm_mAP_copypaste: 0.446 0.675 0.484 0.256 0.477 0.630 +2024-03-13 07:29:30,807 - mmdet - INFO - Epoch [29][50/7330] lr: 4.612e-07, eta: 1 day, 1:55:26, time: 1.738, data_time: 0.275, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1213, s0.acc: 95.5696, s0.loss_bbox: 0.1959, s0.loss_mask: 0.2117, s1.loss_cls: 0.0563, s1.acc: 95.8547, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1056, s2.loss_cls: 0.0287, s2.acc: 95.7032, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0501, loss: 0.9418 +2024-03-13 07:30:53,722 - mmdet - INFO - Epoch [29][100/7330] lr: 4.612e-07, eta: 1 day, 1:54:07, time: 1.658, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1183, s0.acc: 95.7351, s0.loss_bbox: 0.1934, s0.loss_mask: 0.2085, s1.loss_cls: 0.0545, s1.acc: 95.9329, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1043, s2.loss_cls: 0.0281, s2.acc: 95.6571, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0494, loss: 0.9298 +2024-03-13 07:32:12,473 - mmdet - INFO - Epoch [29][150/7330] lr: 4.612e-07, eta: 1 day, 1:52:47, time: 1.575, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1159, s0.acc: 95.7214, s0.loss_bbox: 0.1909, s0.loss_mask: 0.2109, s1.loss_cls: 0.0537, s1.acc: 95.9664, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1039, s2.loss_cls: 0.0271, s2.acc: 95.8369, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0490, loss: 0.9170 +2024-03-13 07:33:31,882 - mmdet - INFO - Epoch [29][200/7330] lr: 4.612e-07, eta: 1 day, 1:51:28, time: 1.588, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1168, s0.acc: 95.7595, s0.loss_bbox: 0.1934, s0.loss_mask: 0.2090, s1.loss_cls: 0.0541, s1.acc: 95.9935, s1.loss_bbox: 0.0914, s1.loss_mask: 0.1041, s2.loss_cls: 0.0273, s2.acc: 95.7848, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0494, loss: 0.9251 +2024-03-13 07:34:48,885 - mmdet - INFO - Epoch [29][250/7330] lr: 4.612e-07, eta: 1 day, 1:50:07, time: 1.540, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1152, s0.acc: 95.7822, s0.loss_bbox: 0.1835, s0.loss_mask: 0.2098, s1.loss_cls: 0.0540, s1.acc: 96.0020, s1.loss_bbox: 0.0859, s1.loss_mask: 0.1041, s2.loss_cls: 0.0271, s2.acc: 95.8778, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0496, loss: 0.9058 +2024-03-13 07:36:09,946 - mmdet - INFO - Epoch [29][300/7330] lr: 4.612e-07, eta: 1 day, 1:48:48, time: 1.621, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1175, s0.acc: 95.7080, s0.loss_bbox: 0.1909, s0.loss_mask: 0.2116, s1.loss_cls: 0.0548, s1.acc: 95.9090, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1051, s2.loss_cls: 0.0274, s2.acc: 95.8086, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0498, loss: 0.9242 +2024-03-13 07:37:30,081 - mmdet - INFO - Epoch [29][350/7330] lr: 4.612e-07, eta: 1 day, 1:47:28, time: 1.603, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1188, s0.acc: 95.6599, s0.loss_bbox: 0.2000, s0.loss_mask: 0.2135, s1.loss_cls: 0.0551, s1.acc: 95.9059, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1068, s2.loss_cls: 0.0279, s2.acc: 95.7497, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0504, loss: 0.9481 +2024-03-13 07:38:45,346 - mmdet - INFO - Epoch [29][400/7330] lr: 4.612e-07, eta: 1 day, 1:46:08, time: 1.505, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1223, s0.acc: 95.4746, s0.loss_bbox: 0.1977, s0.loss_mask: 0.2107, s1.loss_cls: 0.0568, s1.acc: 95.7168, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1050, s2.loss_cls: 0.0287, s2.acc: 95.5476, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0501, loss: 0.9472 +2024-03-13 07:40:03,601 - mmdet - INFO - Epoch [29][450/7330] lr: 4.612e-07, eta: 1 day, 1:44:48, time: 1.565, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1185, s0.acc: 95.7473, s0.loss_bbox: 0.1852, s0.loss_mask: 0.2072, s1.loss_cls: 0.0547, s1.acc: 95.9918, s1.loss_bbox: 0.0877, s1.loss_mask: 0.1039, s2.loss_cls: 0.0276, s2.acc: 95.8941, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0496, loss: 0.9139 +2024-03-13 07:41:23,583 - mmdet - INFO - Epoch [29][500/7330] lr: 4.612e-07, eta: 1 day, 1:43:28, time: 1.599, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1220, s0.acc: 95.4558, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2181, s1.loss_cls: 0.0574, s1.acc: 95.6445, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1077, s2.loss_cls: 0.0289, s2.acc: 95.5179, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0510, loss: 0.9671 +2024-03-13 07:42:41,594 - mmdet - INFO - Epoch [29][550/7330] lr: 4.612e-07, eta: 1 day, 1:42:08, time: 1.561, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1221, s0.acc: 95.6047, s0.loss_bbox: 0.2003, s0.loss_mask: 0.2149, s1.loss_cls: 0.0559, s1.acc: 95.9361, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1070, s2.loss_cls: 0.0283, s2.acc: 95.6438, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0504, loss: 0.9626 +2024-03-13 07:44:01,721 - mmdet - INFO - Epoch [29][600/7330] lr: 4.612e-07, eta: 1 day, 1:40:48, time: 1.602, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1214, s0.acc: 95.6343, s0.loss_bbox: 0.1908, s0.loss_mask: 0.2129, s1.loss_cls: 0.0561, s1.acc: 95.8904, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1065, s2.loss_cls: 0.0277, s2.acc: 95.8216, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0504, loss: 0.9365 +2024-03-13 07:45:19,144 - mmdet - INFO - Epoch [29][650/7330] lr: 4.612e-07, eta: 1 day, 1:39:28, time: 1.548, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1246, s0.acc: 95.5427, s0.loss_bbox: 0.1910, s0.loss_mask: 0.2068, s1.loss_cls: 0.0577, s1.acc: 95.8422, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1026, s2.loss_cls: 0.0290, s2.acc: 95.7120, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0487, loss: 0.9309 +2024-03-13 07:46:40,526 - mmdet - INFO - Epoch [29][700/7330] lr: 4.612e-07, eta: 1 day, 1:38:09, time: 1.628, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1209, s0.acc: 95.5818, s0.loss_bbox: 0.1911, s0.loss_mask: 0.2180, s1.loss_cls: 0.0561, s1.acc: 95.8572, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1080, s2.loss_cls: 0.0282, s2.acc: 95.6932, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0507, loss: 0.9432 +2024-03-13 07:47:58,817 - mmdet - INFO - Epoch [29][750/7330] lr: 4.612e-07, eta: 1 day, 1:36:49, time: 1.566, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1173, s0.acc: 95.7637, s0.loss_bbox: 0.1913, s0.loss_mask: 0.2149, s1.loss_cls: 0.0546, s1.acc: 95.9023, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1081, s2.loss_cls: 0.0277, s2.acc: 95.7789, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0515, loss: 0.9385 +2024-03-13 07:49:18,790 - mmdet - INFO - Epoch [29][800/7330] lr: 4.612e-07, eta: 1 day, 1:35:29, time: 1.599, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1169, s0.acc: 95.7478, s0.loss_bbox: 0.1895, s0.loss_mask: 0.2177, s1.loss_cls: 0.0536, s1.acc: 95.9814, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1095, s2.loss_cls: 0.0270, s2.acc: 95.8780, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0519, loss: 0.9350 +2024-03-13 07:50:37,666 - mmdet - INFO - Epoch [29][850/7330] lr: 4.612e-07, eta: 1 day, 1:34:10, time: 1.578, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1169, s0.acc: 95.6401, s0.loss_bbox: 0.1951, s0.loss_mask: 0.2114, s1.loss_cls: 0.0550, s1.acc: 95.8682, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1059, s2.loss_cls: 0.0276, s2.acc: 95.8369, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0504, loss: 0.9311 +2024-03-13 07:51:56,939 - mmdet - INFO - Epoch [29][900/7330] lr: 4.612e-07, eta: 1 day, 1:32:50, time: 1.585, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1139, s0.acc: 95.8254, s0.loss_bbox: 0.1833, s0.loss_mask: 0.2057, s1.loss_cls: 0.0533, s1.acc: 96.0130, s1.loss_bbox: 0.0864, s1.loss_mask: 0.1030, s2.loss_cls: 0.0266, s2.acc: 95.8828, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0487, loss: 0.8988 +2024-03-13 07:53:17,547 - mmdet - INFO - Epoch [29][950/7330] lr: 4.612e-07, eta: 1 day, 1:31:30, time: 1.612, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1156, s0.acc: 95.7971, s0.loss_bbox: 0.1875, s0.loss_mask: 0.2107, s1.loss_cls: 0.0546, s1.acc: 95.9133, s1.loss_bbox: 0.0866, s1.loss_mask: 0.1041, s2.loss_cls: 0.0276, s2.acc: 95.8011, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0491, loss: 0.9129 +2024-03-13 07:54:37,634 - mmdet - INFO - Epoch [29][1000/7330] lr: 4.612e-07, eta: 1 day, 1:30:11, time: 1.602, data_time: 0.221, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1176, s0.acc: 95.7163, s0.loss_bbox: 0.1886, s0.loss_mask: 0.2082, s1.loss_cls: 0.0539, s1.acc: 96.0070, s1.loss_bbox: 0.0892, s1.loss_mask: 0.1039, s2.loss_cls: 0.0273, s2.acc: 95.8923, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0494, loss: 0.9165 +2024-03-13 07:55:54,382 - mmdet - INFO - Epoch [29][1050/7330] lr: 4.612e-07, eta: 1 day, 1:28:50, time: 1.535, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1211, s0.acc: 95.6072, s0.loss_bbox: 0.1923, s0.loss_mask: 0.2142, s1.loss_cls: 0.0569, s1.acc: 95.7462, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1071, s2.loss_cls: 0.0287, s2.acc: 95.6087, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0508, loss: 0.9440 +2024-03-13 07:57:17,525 - mmdet - INFO - Epoch [29][1100/7330] lr: 4.612e-07, eta: 1 day, 1:27:32, time: 1.663, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1297, s0.acc: 95.2227, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2188, s1.loss_cls: 0.0611, s1.acc: 95.3591, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1094, s2.loss_cls: 0.0307, s2.acc: 95.2669, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0517, loss: 0.9894 +2024-03-13 07:58:40,446 - mmdet - INFO - Epoch [29][1150/7330] lr: 4.612e-07, eta: 1 day, 1:26:13, time: 1.658, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1224, s0.acc: 95.4810, s0.loss_bbox: 0.1953, s0.loss_mask: 0.2190, s1.loss_cls: 0.0568, s1.acc: 95.7513, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1089, s2.loss_cls: 0.0287, s2.acc: 95.5289, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0514, loss: 0.9539 +2024-03-13 08:00:02,000 - mmdet - INFO - Epoch [29][1200/7330] lr: 4.612e-07, eta: 1 day, 1:24:54, time: 1.631, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1166, s0.acc: 95.6863, s0.loss_bbox: 0.1903, s0.loss_mask: 0.2092, s1.loss_cls: 0.0536, s1.acc: 95.9388, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1044, s2.loss_cls: 0.0273, s2.acc: 95.7496, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0496, loss: 0.9182 +2024-03-13 08:01:21,410 - mmdet - INFO - Epoch [29][1250/7330] lr: 4.612e-07, eta: 1 day, 1:23:34, time: 1.588, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1101, s0.acc: 95.9924, s0.loss_bbox: 0.1760, s0.loss_mask: 0.2031, s1.loss_cls: 0.0506, s1.acc: 96.2313, s1.loss_bbox: 0.0827, s1.loss_mask: 0.1016, s2.loss_cls: 0.0253, s2.acc: 96.1542, s2.loss_bbox: 0.0341, s2.loss_mask: 0.0478, loss: 0.8707 +2024-03-13 08:02:42,020 - mmdet - INFO - Epoch [29][1300/7330] lr: 4.612e-07, eta: 1 day, 1:22:15, time: 1.612, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1200, s0.acc: 95.5896, s0.loss_bbox: 0.1959, s0.loss_mask: 0.2198, s1.loss_cls: 0.0562, s1.acc: 95.8045, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1086, s2.loss_cls: 0.0285, s2.acc: 95.6037, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0514, loss: 0.9535 +2024-03-13 08:04:00,281 - mmdet - INFO - Epoch [29][1350/7330] lr: 4.612e-07, eta: 1 day, 1:20:55, time: 1.565, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1134, s0.acc: 95.8899, s0.loss_bbox: 0.1848, s0.loss_mask: 0.2067, s1.loss_cls: 0.0515, s1.acc: 96.1602, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1040, s2.loss_cls: 0.0265, s2.acc: 95.9827, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0492, loss: 0.9010 +2024-03-13 08:05:16,867 - mmdet - INFO - Epoch [29][1400/7330] lr: 4.612e-07, eta: 1 day, 1:19:34, time: 1.532, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1165, s0.acc: 95.8108, s0.loss_bbox: 0.1844, s0.loss_mask: 0.2066, s1.loss_cls: 0.0545, s1.acc: 95.9853, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1031, s2.loss_cls: 0.0271, s2.acc: 95.9797, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0486, loss: 0.9032 +2024-03-13 08:06:36,787 - mmdet - INFO - Epoch [29][1450/7330] lr: 4.612e-07, eta: 1 day, 1:18:15, time: 1.598, data_time: 0.115, memory: 23149, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1219, s0.acc: 95.4949, s0.loss_bbox: 0.2011, s0.loss_mask: 0.2162, s1.loss_cls: 0.0567, s1.acc: 95.7384, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1074, s2.loss_cls: 0.0288, s2.acc: 95.5975, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0507, loss: 0.9596 +2024-03-13 08:07:53,896 - mmdet - INFO - Epoch [29][1500/7330] lr: 4.612e-07, eta: 1 day, 1:16:54, time: 1.542, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1166, s0.acc: 95.7820, s0.loss_bbox: 0.1853, s0.loss_mask: 0.2135, s1.loss_cls: 0.0531, s1.acc: 96.0908, s1.loss_bbox: 0.0877, s1.loss_mask: 0.1061, s2.loss_cls: 0.0269, s2.acc: 95.9511, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0506, loss: 0.9177 +2024-03-13 08:09:11,994 - mmdet - INFO - Epoch [29][1550/7330] lr: 4.612e-07, eta: 1 day, 1:15:34, time: 1.562, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1174, s0.acc: 95.7180, s0.loss_bbox: 0.1889, s0.loss_mask: 0.2092, s1.loss_cls: 0.0547, s1.acc: 95.8800, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1042, s2.loss_cls: 0.0277, s2.acc: 95.7425, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0493, loss: 0.9198 +2024-03-13 08:10:33,450 - mmdet - INFO - Epoch [29][1600/7330] lr: 4.612e-07, eta: 1 day, 1:14:15, time: 1.629, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1252, s0.acc: 95.4524, s0.loss_bbox: 0.1974, s0.loss_mask: 0.2142, s1.loss_cls: 0.0578, s1.acc: 95.7450, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1071, s2.loss_cls: 0.0291, s2.acc: 95.6076, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0510, loss: 0.9576 +2024-03-13 08:11:47,811 - mmdet - INFO - Epoch [29][1650/7330] lr: 4.612e-07, eta: 1 day, 1:12:54, time: 1.487, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1237, s0.acc: 95.4141, s0.loss_bbox: 0.1971, s0.loss_mask: 0.2140, s1.loss_cls: 0.0583, s1.acc: 95.5847, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1075, s2.loss_cls: 0.0296, s2.acc: 95.3239, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0510, loss: 0.9580 +2024-03-13 08:13:06,503 - mmdet - INFO - Epoch [29][1700/7330] lr: 4.612e-07, eta: 1 day, 1:11:34, time: 1.574, data_time: 0.204, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1282, s0.acc: 95.3274, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2111, s1.loss_cls: 0.0595, s1.acc: 95.5890, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1055, s2.loss_cls: 0.0297, s2.acc: 95.4937, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0503, loss: 0.9658 +2024-03-13 08:14:25,261 - mmdet - INFO - Epoch [29][1750/7330] lr: 4.612e-07, eta: 1 day, 1:10:14, time: 1.575, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1181, s0.acc: 95.6091, s0.loss_bbox: 0.1936, s0.loss_mask: 0.2111, s1.loss_cls: 0.0552, s1.acc: 95.8431, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1058, s2.loss_cls: 0.0278, s2.acc: 95.6602, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0500, loss: 0.9326 +2024-03-13 08:15:45,754 - mmdet - INFO - Epoch [29][1800/7330] lr: 4.612e-07, eta: 1 day, 1:08:55, time: 1.610, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1156, s0.acc: 95.8052, s0.loss_bbox: 0.1894, s0.loss_mask: 0.2051, s1.loss_cls: 0.0542, s1.acc: 96.0439, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1017, s2.loss_cls: 0.0270, s2.acc: 95.8918, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0484, loss: 0.9070 +2024-03-13 08:17:09,597 - mmdet - INFO - Epoch [29][1850/7330] lr: 4.612e-07, eta: 1 day, 1:07:36, time: 1.677, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1226, s0.acc: 95.5571, s0.loss_bbox: 0.1967, s0.loss_mask: 0.2063, s1.loss_cls: 0.0571, s1.acc: 95.7525, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1039, s2.loss_cls: 0.0290, s2.acc: 95.5854, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0492, loss: 0.9391 +2024-03-13 08:18:33,549 - mmdet - INFO - Epoch [29][1900/7330] lr: 4.612e-07, eta: 1 day, 1:06:18, time: 1.679, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1197, s0.acc: 95.5601, s0.loss_bbox: 0.1997, s0.loss_mask: 0.2146, s1.loss_cls: 0.0555, s1.acc: 95.8251, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1079, s2.loss_cls: 0.0282, s2.acc: 95.6926, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0510, loss: 0.9544 +2024-03-13 08:19:55,073 - mmdet - INFO - Epoch [29][1950/7330] lr: 4.612e-07, eta: 1 day, 1:04:59, time: 1.631, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1225, s0.acc: 95.5530, s0.loss_bbox: 0.1956, s0.loss_mask: 0.2153, s1.loss_cls: 0.0557, s1.acc: 95.8049, s1.loss_bbox: 0.0909, s1.loss_mask: 0.1076, s2.loss_cls: 0.0280, s2.acc: 95.7065, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0509, loss: 0.9482 +2024-03-13 08:21:16,704 - mmdet - INFO - Epoch [29][2000/7330] lr: 4.612e-07, eta: 1 day, 1:03:40, time: 1.633, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1244, s0.acc: 95.4958, s0.loss_bbox: 0.1962, s0.loss_mask: 0.2127, s1.loss_cls: 0.0579, s1.acc: 95.7004, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1062, s2.loss_cls: 0.0291, s2.acc: 95.5404, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0502, loss: 0.9500 +2024-03-13 08:22:36,806 - mmdet - INFO - Epoch [29][2050/7330] lr: 4.612e-07, eta: 1 day, 1:02:20, time: 1.602, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1189, s0.acc: 95.6309, s0.loss_bbox: 0.1886, s0.loss_mask: 0.2107, s1.loss_cls: 0.0556, s1.acc: 95.8599, s1.loss_bbox: 0.0884, s1.loss_mask: 0.1050, s2.loss_cls: 0.0285, s2.acc: 95.6533, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0498, loss: 0.9238 +2024-03-13 08:23:55,531 - mmdet - INFO - Epoch [29][2100/7330] lr: 4.612e-07, eta: 1 day, 1:01:00, time: 1.575, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1160, s0.acc: 95.7725, s0.loss_bbox: 0.1897, s0.loss_mask: 0.2089, s1.loss_cls: 0.0534, s1.acc: 96.0287, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1041, s2.loss_cls: 0.0272, s2.acc: 95.7959, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0492, loss: 0.9152 +2024-03-13 08:25:17,408 - mmdet - INFO - Epoch [29][2150/7330] lr: 4.612e-07, eta: 1 day, 0:59:41, time: 1.638, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1226, s0.acc: 95.5466, s0.loss_bbox: 0.1953, s0.loss_mask: 0.2115, s1.loss_cls: 0.0571, s1.acc: 95.7431, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1044, s2.loss_cls: 0.0286, s2.acc: 95.6009, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0493, loss: 0.9401 +2024-03-13 08:26:40,277 - mmdet - INFO - Epoch [29][2200/7330] lr: 4.612e-07, eta: 1 day, 0:58:23, time: 1.657, data_time: 0.220, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1212, s0.acc: 95.6133, s0.loss_bbox: 0.1899, s0.loss_mask: 0.2096, s1.loss_cls: 0.0570, s1.acc: 95.7692, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1048, s2.loss_cls: 0.0290, s2.acc: 95.5814, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0496, loss: 0.9289 +2024-03-13 08:27:59,654 - mmdet - INFO - Epoch [29][2250/7330] lr: 4.612e-07, eta: 1 day, 0:57:03, time: 1.588, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1207, s0.acc: 95.5933, s0.loss_bbox: 0.1930, s0.loss_mask: 0.2105, s1.loss_cls: 0.0560, s1.acc: 95.8568, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1058, s2.loss_cls: 0.0282, s2.acc: 95.6557, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0497, loss: 0.9374 +2024-03-13 08:29:22,514 - mmdet - INFO - Epoch [29][2300/7330] lr: 4.612e-07, eta: 1 day, 0:55:44, time: 1.657, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1174, s0.acc: 95.7454, s0.loss_bbox: 0.1917, s0.loss_mask: 0.2100, s1.loss_cls: 0.0542, s1.acc: 96.0295, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1051, s2.loss_cls: 0.0276, s2.acc: 95.8662, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0501, loss: 0.9254 +2024-03-13 08:30:41,956 - mmdet - INFO - Epoch [29][2350/7330] lr: 4.612e-07, eta: 1 day, 0:54:24, time: 1.589, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1191, s0.acc: 95.7195, s0.loss_bbox: 0.1896, s0.loss_mask: 0.2074, s1.loss_cls: 0.0560, s1.acc: 95.8834, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1040, s2.loss_cls: 0.0280, s2.acc: 95.7850, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0496, loss: 0.9213 +2024-03-13 08:32:02,504 - mmdet - INFO - Epoch [29][2400/7330] lr: 4.612e-07, eta: 1 day, 0:53:05, time: 1.611, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1121, s0.acc: 95.9041, s0.loss_bbox: 0.1829, s0.loss_mask: 0.2084, s1.loss_cls: 0.0518, s1.acc: 96.1787, s1.loss_bbox: 0.0864, s1.loss_mask: 0.1045, s2.loss_cls: 0.0262, s2.acc: 95.9988, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0498, loss: 0.8977 +2024-03-13 08:33:23,304 - mmdet - INFO - Epoch [29][2450/7330] lr: 4.612e-07, eta: 1 day, 0:51:46, time: 1.616, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1188, s0.acc: 95.7019, s0.loss_bbox: 0.1930, s0.loss_mask: 0.2082, s1.loss_cls: 0.0545, s1.acc: 95.8935, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1040, s2.loss_cls: 0.0275, s2.acc: 95.7729, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0493, loss: 0.9261 +2024-03-13 08:34:39,982 - mmdet - INFO - Epoch [29][2500/7330] lr: 4.612e-07, eta: 1 day, 0:50:25, time: 1.534, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1129, s0.acc: 95.8755, s0.loss_bbox: 0.1855, s0.loss_mask: 0.2061, s1.loss_cls: 0.0522, s1.acc: 96.1187, s1.loss_bbox: 0.0887, s1.loss_mask: 0.1043, s2.loss_cls: 0.0267, s2.acc: 95.9375, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0500, loss: 0.9042 +2024-03-13 08:36:00,223 - mmdet - INFO - Epoch [29][2550/7330] lr: 4.612e-07, eta: 1 day, 0:49:06, time: 1.605, data_time: 0.196, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1163, s0.acc: 95.7869, s0.loss_bbox: 0.1857, s0.loss_mask: 0.2107, s1.loss_cls: 0.0531, s1.acc: 96.0647, s1.loss_bbox: 0.0867, s1.loss_mask: 0.1043, s2.loss_cls: 0.0268, s2.acc: 95.9339, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0492, loss: 0.9068 +2024-03-13 08:37:20,895 - mmdet - INFO - Epoch [29][2600/7330] lr: 4.612e-07, eta: 1 day, 0:47:46, time: 1.613, data_time: 0.119, memory: 23149, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1202, s0.acc: 95.5930, s0.loss_bbox: 0.1980, s0.loss_mask: 0.2130, s1.loss_cls: 0.0548, s1.acc: 95.8584, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1055, s2.loss_cls: 0.0278, s2.acc: 95.6799, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0494, loss: 0.9418 +2024-03-13 08:38:42,951 - mmdet - INFO - Epoch [29][2650/7330] lr: 4.612e-07, eta: 1 day, 0:46:27, time: 1.641, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1261, s0.acc: 95.5374, s0.loss_bbox: 0.1935, s0.loss_mask: 0.2089, s1.loss_cls: 0.0583, s1.acc: 95.7762, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1044, s2.loss_cls: 0.0294, s2.acc: 95.5936, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0491, loss: 0.9425 +2024-03-13 08:40:06,470 - mmdet - INFO - Epoch [29][2700/7330] lr: 4.612e-07, eta: 1 day, 0:45:09, time: 1.671, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1226, s0.acc: 95.5352, s0.loss_bbox: 0.1971, s0.loss_mask: 0.2157, s1.loss_cls: 0.0574, s1.acc: 95.7304, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1081, s2.loss_cls: 0.0289, s2.acc: 95.5782, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0513, loss: 0.9547 +2024-03-13 08:41:29,579 - mmdet - INFO - Epoch [29][2750/7330] lr: 4.612e-07, eta: 1 day, 0:43:50, time: 1.662, data_time: 0.212, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1219, s0.acc: 95.5264, s0.loss_bbox: 0.1975, s0.loss_mask: 0.2100, s1.loss_cls: 0.0562, s1.acc: 95.7513, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1047, s2.loss_cls: 0.0283, s2.acc: 95.6625, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0497, loss: 0.9405 +2024-03-13 08:42:44,707 - mmdet - INFO - Epoch [29][2800/7330] lr: 4.612e-07, eta: 1 day, 0:42:29, time: 1.503, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1172, s0.acc: 95.6675, s0.loss_bbox: 0.1910, s0.loss_mask: 0.2102, s1.loss_cls: 0.0553, s1.acc: 95.8600, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1045, s2.loss_cls: 0.0281, s2.acc: 95.6645, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0493, loss: 0.9247 +2024-03-13 08:44:04,826 - mmdet - INFO - Epoch [29][2850/7330] lr: 4.612e-07, eta: 1 day, 0:41:10, time: 1.602, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1185, s0.acc: 95.6523, s0.loss_bbox: 0.1896, s0.loss_mask: 0.2103, s1.loss_cls: 0.0556, s1.acc: 95.8063, s1.loss_bbox: 0.0881, s1.loss_mask: 0.1047, s2.loss_cls: 0.0282, s2.acc: 95.6871, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0496, loss: 0.9220 +2024-03-13 08:45:24,873 - mmdet - INFO - Epoch [29][2900/7330] lr: 4.612e-07, eta: 1 day, 0:39:50, time: 1.601, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1175, s0.acc: 95.7488, s0.loss_bbox: 0.1882, s0.loss_mask: 0.2091, s1.loss_cls: 0.0544, s1.acc: 96.0355, s1.loss_bbox: 0.0889, s1.loss_mask: 0.1042, s2.loss_cls: 0.0273, s2.acc: 95.8696, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0496, loss: 0.9182 +2024-03-13 08:46:41,566 - mmdet - INFO - Epoch [29][2950/7330] lr: 4.612e-07, eta: 1 day, 0:38:30, time: 1.534, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1188, s0.acc: 95.6079, s0.loss_bbox: 0.1898, s0.loss_mask: 0.2093, s1.loss_cls: 0.0558, s1.acc: 95.7483, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1056, s2.loss_cls: 0.0281, s2.acc: 95.6473, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0503, loss: 0.9283 +2024-03-13 08:48:02,939 - mmdet - INFO - Epoch [29][3000/7330] lr: 4.612e-07, eta: 1 day, 0:37:10, time: 1.627, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1262, s0.acc: 95.4021, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2136, s1.loss_cls: 0.0584, s1.acc: 95.6293, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1062, s2.loss_cls: 0.0297, s2.acc: 95.4748, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0503, loss: 0.9632 +2024-03-13 08:49:20,013 - mmdet - INFO - Epoch [29][3050/7330] lr: 4.612e-07, eta: 1 day, 0:35:50, time: 1.541, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1241, s0.acc: 95.5627, s0.loss_bbox: 0.1975, s0.loss_mask: 0.2148, s1.loss_cls: 0.0570, s1.acc: 95.8584, s1.loss_bbox: 0.0912, s1.loss_mask: 0.1069, s2.loss_cls: 0.0286, s2.acc: 95.6707, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0502, loss: 0.9528 +2024-03-13 08:50:36,507 - mmdet - INFO - Epoch [29][3100/7330] lr: 4.612e-07, eta: 1 day, 0:34:30, time: 1.530, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1239, s0.acc: 95.5352, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2136, s1.loss_cls: 0.0579, s1.acc: 95.7530, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1066, s2.loss_cls: 0.0289, s2.acc: 95.6815, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0503, loss: 0.9537 +2024-03-13 08:52:00,076 - mmdet - INFO - Epoch [29][3150/7330] lr: 4.612e-07, eta: 1 day, 0:33:11, time: 1.671, data_time: 0.207, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1202, s0.acc: 95.6287, s0.loss_bbox: 0.1900, s0.loss_mask: 0.2122, s1.loss_cls: 0.0565, s1.acc: 95.8082, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1060, s2.loss_cls: 0.0288, s2.acc: 95.6565, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0497, loss: 0.9285 +2024-03-13 08:53:17,369 - mmdet - INFO - Epoch [29][3200/7330] lr: 4.612e-07, eta: 1 day, 0:31:51, time: 1.546, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1144, s0.acc: 95.8843, s0.loss_bbox: 0.1857, s0.loss_mask: 0.2083, s1.loss_cls: 0.0525, s1.acc: 96.1396, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1038, s2.loss_cls: 0.0264, s2.acc: 95.9652, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0492, loss: 0.9038 +2024-03-13 08:54:33,581 - mmdet - INFO - Epoch [29][3250/7330] lr: 4.612e-07, eta: 1 day, 0:30:30, time: 1.524, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1151, s0.acc: 95.7981, s0.loss_bbox: 0.1843, s0.loss_mask: 0.2099, s1.loss_cls: 0.0538, s1.acc: 96.0221, s1.loss_bbox: 0.0866, s1.loss_mask: 0.1046, s2.loss_cls: 0.0272, s2.acc: 95.8401, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0496, loss: 0.9070 +2024-03-13 08:55:49,914 - mmdet - INFO - Epoch [29][3300/7330] lr: 4.612e-07, eta: 1 day, 0:29:10, time: 1.527, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1138, s0.acc: 95.7871, s0.loss_bbox: 0.1844, s0.loss_mask: 0.2064, s1.loss_cls: 0.0529, s1.acc: 95.9870, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1025, s2.loss_cls: 0.0270, s2.acc: 95.7738, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0487, loss: 0.9001 +2024-03-13 08:57:11,174 - mmdet - INFO - Epoch [29][3350/7330] lr: 4.612e-07, eta: 1 day, 0:27:50, time: 1.625, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1213, s0.acc: 95.5613, s0.loss_bbox: 0.1983, s0.loss_mask: 0.2132, s1.loss_cls: 0.0566, s1.acc: 95.7607, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1061, s2.loss_cls: 0.0283, s2.acc: 95.5982, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0499, loss: 0.9478 +2024-03-13 08:58:29,409 - mmdet - INFO - Epoch [29][3400/7330] lr: 4.612e-07, eta: 1 day, 0:26:30, time: 1.565, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1209, s0.acc: 95.6611, s0.loss_bbox: 0.1925, s0.loss_mask: 0.2140, s1.loss_cls: 0.0567, s1.acc: 95.7965, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1062, s2.loss_cls: 0.0291, s2.acc: 95.6409, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0502, loss: 0.9386 +2024-03-13 08:59:45,528 - mmdet - INFO - Epoch [29][3450/7330] lr: 4.612e-07, eta: 1 day, 0:25:10, time: 1.522, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1147, s0.acc: 95.8379, s0.loss_bbox: 0.1908, s0.loss_mask: 0.2120, s1.loss_cls: 0.0531, s1.acc: 96.0454, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1056, s2.loss_cls: 0.0268, s2.acc: 95.9088, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0503, loss: 0.9206 +2024-03-13 09:01:07,080 - mmdet - INFO - Epoch [29][3500/7330] lr: 4.612e-07, eta: 1 day, 0:23:51, time: 1.631, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1222, s0.acc: 95.5410, s0.loss_bbox: 0.1985, s0.loss_mask: 0.2152, s1.loss_cls: 0.0564, s1.acc: 95.8540, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1081, s2.loss_cls: 0.0282, s2.acc: 95.7229, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0514, loss: 0.9516 +2024-03-13 09:02:24,261 - mmdet - INFO - Epoch [29][3550/7330] lr: 4.612e-07, eta: 1 day, 0:22:30, time: 1.544, data_time: 0.103, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1200, s0.acc: 95.5854, s0.loss_bbox: 0.1919, s0.loss_mask: 0.2127, s1.loss_cls: 0.0559, s1.acc: 95.7912, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1064, s2.loss_cls: 0.0282, s2.acc: 95.7309, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0504, loss: 0.9367 +2024-03-13 09:03:46,864 - mmdet - INFO - Epoch [29][3600/7330] lr: 4.612e-07, eta: 1 day, 0:21:12, time: 1.652, data_time: 0.196, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1247, s0.acc: 95.4849, s0.loss_bbox: 0.1978, s0.loss_mask: 0.2112, s1.loss_cls: 0.0572, s1.acc: 95.7382, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1057, s2.loss_cls: 0.0282, s2.acc: 95.6872, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0501, loss: 0.9541 +2024-03-13 09:05:03,655 - mmdet - INFO - Epoch [29][3650/7330] lr: 4.612e-07, eta: 1 day, 0:19:51, time: 1.536, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1130, s0.acc: 95.8840, s0.loss_bbox: 0.1881, s0.loss_mask: 0.2120, s1.loss_cls: 0.0519, s1.acc: 96.1367, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1073, s2.loss_cls: 0.0261, s2.acc: 96.0274, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0508, loss: 0.9163 +2024-03-13 09:06:23,783 - mmdet - INFO - Epoch [29][3700/7330] lr: 4.612e-07, eta: 1 day, 0:18:32, time: 1.603, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1152, s0.acc: 95.8311, s0.loss_bbox: 0.1836, s0.loss_mask: 0.2064, s1.loss_cls: 0.0535, s1.acc: 96.0664, s1.loss_bbox: 0.0872, s1.loss_mask: 0.1035, s2.loss_cls: 0.0272, s2.acc: 95.9002, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0491, loss: 0.9044 +2024-03-13 09:07:42,849 - mmdet - INFO - Epoch [29][3750/7330] lr: 4.612e-07, eta: 1 day, 0:17:12, time: 1.581, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1213, s0.acc: 95.5190, s0.loss_bbox: 0.1947, s0.loss_mask: 0.2099, s1.loss_cls: 0.0564, s1.acc: 95.7642, s1.loss_bbox: 0.0904, s1.loss_mask: 0.1041, s2.loss_cls: 0.0288, s2.acc: 95.5352, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0491, loss: 0.9340 +2024-03-13 09:09:02,748 - mmdet - INFO - Epoch [29][3800/7330] lr: 4.612e-07, eta: 1 day, 0:15:52, time: 1.598, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1178, s0.acc: 95.6575, s0.loss_bbox: 0.1935, s0.loss_mask: 0.2118, s1.loss_cls: 0.0548, s1.acc: 95.8832, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1062, s2.loss_cls: 0.0279, s2.acc: 95.6290, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0502, loss: 0.9343 +2024-03-13 09:10:22,444 - mmdet - INFO - Epoch [29][3850/7330] lr: 4.612e-07, eta: 1 day, 0:14:33, time: 1.594, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1134, s0.acc: 95.8560, s0.loss_bbox: 0.1884, s0.loss_mask: 0.2104, s1.loss_cls: 0.0516, s1.acc: 96.0993, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1059, s2.loss_cls: 0.0261, s2.acc: 95.9213, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0503, loss: 0.9160 +2024-03-13 09:11:40,823 - mmdet - INFO - Epoch [29][3900/7330] lr: 4.612e-07, eta: 1 day, 0:13:13, time: 1.568, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1219, s0.acc: 95.5203, s0.loss_bbox: 0.1939, s0.loss_mask: 0.2074, s1.loss_cls: 0.0567, s1.acc: 95.7357, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1037, s2.loss_cls: 0.0282, s2.acc: 95.6534, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0491, loss: 0.9332 +2024-03-13 09:13:00,058 - mmdet - INFO - Epoch [29][3950/7330] lr: 4.612e-07, eta: 1 day, 0:11:53, time: 1.584, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1113, s0.acc: 95.8977, s0.loss_bbox: 0.1840, s0.loss_mask: 0.2108, s1.loss_cls: 0.0515, s1.acc: 96.0889, s1.loss_bbox: 0.0872, s1.loss_mask: 0.1044, s2.loss_cls: 0.0260, s2.acc: 95.9585, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0489, loss: 0.9017 +2024-03-13 09:14:23,498 - mmdet - INFO - Epoch [29][4000/7330] lr: 4.612e-07, eta: 1 day, 0:10:34, time: 1.669, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1171, s0.acc: 95.6895, s0.loss_bbox: 0.1937, s0.loss_mask: 0.2067, s1.loss_cls: 0.0535, s1.acc: 95.9046, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1028, s2.loss_cls: 0.0269, s2.acc: 95.9211, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0490, loss: 0.9208 +2024-03-13 09:15:38,953 - mmdet - INFO - Epoch [29][4050/7330] lr: 4.612e-07, eta: 1 day, 0:09:14, time: 1.509, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1141, s0.acc: 95.7656, s0.loss_bbox: 0.1907, s0.loss_mask: 0.2140, s1.loss_cls: 0.0534, s1.acc: 95.9332, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1066, s2.loss_cls: 0.0276, s2.acc: 95.6985, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0502, loss: 0.9246 +2024-03-13 09:16:59,028 - mmdet - INFO - Epoch [29][4100/7330] lr: 4.612e-07, eta: 1 day, 0:07:54, time: 1.602, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1183, s0.acc: 95.7222, s0.loss_bbox: 0.1876, s0.loss_mask: 0.2068, s1.loss_cls: 0.0542, s1.acc: 95.9351, s1.loss_bbox: 0.0881, s1.loss_mask: 0.1034, s2.loss_cls: 0.0268, s2.acc: 95.8328, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0490, loss: 0.9115 +2024-03-13 09:18:16,889 - mmdet - INFO - Epoch [29][4150/7330] lr: 4.612e-07, eta: 1 day, 0:06:34, time: 1.557, data_time: 0.109, memory: 23149, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1266, s0.acc: 95.4277, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2145, s1.loss_cls: 0.0582, s1.acc: 95.6568, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1070, s2.loss_cls: 0.0288, s2.acc: 95.5911, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0507, loss: 0.9576 +2024-03-13 09:19:30,266 - mmdet - INFO - Epoch [29][4200/7330] lr: 4.612e-07, eta: 1 day, 0:05:13, time: 1.468, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1208, s0.acc: 95.5747, s0.loss_bbox: 0.1927, s0.loss_mask: 0.2083, s1.loss_cls: 0.0561, s1.acc: 95.7991, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1048, s2.loss_cls: 0.0281, s2.acc: 95.6518, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0497, loss: 0.9304 +2024-03-13 09:20:51,431 - mmdet - INFO - Epoch [29][4250/7330] lr: 4.612e-07, eta: 1 day, 0:03:53, time: 1.623, data_time: 0.219, memory: 23149, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1276, s0.acc: 95.3137, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2174, s1.loss_cls: 0.0597, s1.acc: 95.4682, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1084, s2.loss_cls: 0.0300, s2.acc: 95.3497, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0511, loss: 0.9784 +2024-03-13 09:22:09,206 - mmdet - INFO - Epoch [29][4300/7330] lr: 4.612e-07, eta: 1 day, 0:02:33, time: 1.555, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1155, s0.acc: 95.7441, s0.loss_bbox: 0.1888, s0.loss_mask: 0.2138, s1.loss_cls: 0.0532, s1.acc: 95.9545, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1075, s2.loss_cls: 0.0268, s2.acc: 95.8172, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0507, loss: 0.9241 +2024-03-13 09:23:30,015 - mmdet - INFO - Epoch [29][4350/7330] lr: 4.612e-07, eta: 1 day, 0:01:14, time: 1.616, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1172, s0.acc: 95.6897, s0.loss_bbox: 0.1896, s0.loss_mask: 0.2082, s1.loss_cls: 0.0544, s1.acc: 95.8618, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1030, s2.loss_cls: 0.0274, s2.acc: 95.7414, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0486, loss: 0.9159 +2024-03-13 09:24:51,703 - mmdet - INFO - Epoch [29][4400/7330] lr: 4.612e-07, eta: 23:59:55, time: 1.634, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1201, s0.acc: 95.6306, s0.loss_bbox: 0.1896, s0.loss_mask: 0.2077, s1.loss_cls: 0.0556, s1.acc: 95.8746, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1024, s2.loss_cls: 0.0276, s2.acc: 95.7997, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0487, loss: 0.9181 +2024-03-13 09:26:05,578 - mmdet - INFO - Epoch [29][4450/7330] lr: 4.612e-07, eta: 23:58:34, time: 1.477, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1137, s0.acc: 95.8259, s0.loss_bbox: 0.1849, s0.loss_mask: 0.2086, s1.loss_cls: 0.0532, s1.acc: 96.0202, s1.loss_bbox: 0.0877, s1.loss_mask: 0.1050, s2.loss_cls: 0.0268, s2.acc: 95.8604, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0496, loss: 0.9070 +2024-03-13 09:27:26,697 - mmdet - INFO - Epoch [29][4500/7330] lr: 4.612e-07, eta: 23:57:14, time: 1.622, data_time: 0.209, memory: 23149, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1175, s0.acc: 95.6458, s0.loss_bbox: 0.1901, s0.loss_mask: 0.2126, s1.loss_cls: 0.0549, s1.acc: 95.8549, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1058, s2.loss_cls: 0.0278, s2.acc: 95.7766, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0501, loss: 0.9290 +2024-03-13 09:28:47,266 - mmdet - INFO - Epoch [29][4550/7330] lr: 4.612e-07, eta: 23:55:55, time: 1.611, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1199, s0.acc: 95.6025, s0.loss_bbox: 0.1935, s0.loss_mask: 0.2117, s1.loss_cls: 0.0559, s1.acc: 95.7602, s1.loss_bbox: 0.0897, s1.loss_mask: 0.1057, s2.loss_cls: 0.0282, s2.acc: 95.6601, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0499, loss: 0.9356 +2024-03-13 09:30:04,305 - mmdet - INFO - Epoch [29][4600/7330] lr: 4.612e-07, eta: 23:54:35, time: 1.541, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1133, s0.acc: 95.7788, s0.loss_bbox: 0.1884, s0.loss_mask: 0.2113, s1.loss_cls: 0.0529, s1.acc: 95.9405, s1.loss_bbox: 0.0887, s1.loss_mask: 0.1055, s2.loss_cls: 0.0270, s2.acc: 95.7673, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0494, loss: 0.9113 +2024-03-13 09:31:20,803 - mmdet - INFO - Epoch [29][4650/7330] lr: 4.612e-07, eta: 23:53:14, time: 1.530, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1212, s0.acc: 95.6392, s0.loss_bbox: 0.1922, s0.loss_mask: 0.2112, s1.loss_cls: 0.0567, s1.acc: 95.8807, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1054, s2.loss_cls: 0.0289, s2.acc: 95.6815, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0502, loss: 0.9365 +2024-03-13 09:32:39,625 - mmdet - INFO - Epoch [29][4700/7330] lr: 4.612e-07, eta: 23:51:54, time: 1.576, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1148, s0.acc: 95.8013, s0.loss_bbox: 0.1895, s0.loss_mask: 0.2096, s1.loss_cls: 0.0523, s1.acc: 96.0061, s1.loss_bbox: 0.0889, s1.loss_mask: 0.1041, s2.loss_cls: 0.0263, s2.acc: 95.9152, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0494, loss: 0.9156 +2024-03-13 09:34:00,857 - mmdet - INFO - Epoch [29][4750/7330] lr: 4.612e-07, eta: 23:50:35, time: 1.625, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1165, s0.acc: 95.7515, s0.loss_bbox: 0.1886, s0.loss_mask: 0.2148, s1.loss_cls: 0.0538, s1.acc: 96.0039, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1067, s2.loss_cls: 0.0276, s2.acc: 95.8021, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0507, loss: 0.9274 +2024-03-13 09:35:19,442 - mmdet - INFO - Epoch [29][4800/7330] lr: 4.612e-07, eta: 23:49:15, time: 1.572, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1203, s0.acc: 95.5908, s0.loss_bbox: 0.1961, s0.loss_mask: 0.2119, s1.loss_cls: 0.0555, s1.acc: 95.8657, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1057, s2.loss_cls: 0.0277, s2.acc: 95.7735, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0497, loss: 0.9390 +2024-03-13 09:36:43,178 - mmdet - INFO - Epoch [29][4850/7330] lr: 4.612e-07, eta: 23:47:57, time: 1.675, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1215, s0.acc: 95.5894, s0.loss_bbox: 0.1938, s0.loss_mask: 0.2091, s1.loss_cls: 0.0563, s1.acc: 95.8263, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1041, s2.loss_cls: 0.0282, s2.acc: 95.6568, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0492, loss: 0.9358 +2024-03-13 09:37:59,336 - mmdet - INFO - Epoch [29][4900/7330] lr: 4.612e-07, eta: 23:46:36, time: 1.523, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1206, s0.acc: 95.6042, s0.loss_bbox: 0.1930, s0.loss_mask: 0.2099, s1.loss_cls: 0.0557, s1.acc: 95.8062, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1044, s2.loss_cls: 0.0278, s2.acc: 95.6934, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0494, loss: 0.9298 +2024-03-13 09:39:20,529 - mmdet - INFO - Epoch [29][4950/7330] lr: 4.612e-07, eta: 23:45:17, time: 1.624, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1174, s0.acc: 95.7124, s0.loss_bbox: 0.1897, s0.loss_mask: 0.2099, s1.loss_cls: 0.0547, s1.acc: 95.9454, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1049, s2.loss_cls: 0.0277, s2.acc: 95.7289, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0496, loss: 0.9236 +2024-03-13 09:40:39,011 - mmdet - INFO - Epoch [29][5000/7330] lr: 4.612e-07, eta: 23:43:57, time: 1.570, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1193, s0.acc: 95.6316, s0.loss_bbox: 0.1927, s0.loss_mask: 0.2111, s1.loss_cls: 0.0548, s1.acc: 95.8738, s1.loss_bbox: 0.0906, s1.loss_mask: 0.1056, s2.loss_cls: 0.0278, s2.acc: 95.7104, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0499, loss: 0.9344 +2024-03-13 09:41:58,265 - mmdet - INFO - Epoch [29][5050/7330] lr: 4.612e-07, eta: 23:42:37, time: 1.585, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1187, s0.acc: 95.6794, s0.loss_bbox: 0.1917, s0.loss_mask: 0.2119, s1.loss_cls: 0.0545, s1.acc: 95.9543, s1.loss_bbox: 0.0892, s1.loss_mask: 0.1050, s2.loss_cls: 0.0274, s2.acc: 95.8441, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0494, loss: 0.9274 +2024-03-13 09:43:17,830 - mmdet - INFO - Epoch [29][5100/7330] lr: 4.612e-07, eta: 23:41:18, time: 1.591, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1191, s0.acc: 95.6753, s0.loss_bbox: 0.1877, s0.loss_mask: 0.2087, s1.loss_cls: 0.0557, s1.acc: 95.8717, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1034, s2.loss_cls: 0.0278, s2.acc: 95.7150, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0490, loss: 0.9177 +2024-03-13 09:44:39,361 - mmdet - INFO - Epoch [29][5150/7330] lr: 4.612e-07, eta: 23:39:58, time: 1.631, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1227, s0.acc: 95.5266, s0.loss_bbox: 0.1951, s0.loss_mask: 0.2106, s1.loss_cls: 0.0572, s1.acc: 95.7115, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1045, s2.loss_cls: 0.0290, s2.acc: 95.4908, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0495, loss: 0.9420 +2024-03-13 09:45:59,190 - mmdet - INFO - Epoch [29][5200/7330] lr: 4.612e-07, eta: 23:38:39, time: 1.597, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1138, s0.acc: 95.8784, s0.loss_bbox: 0.1913, s0.loss_mask: 0.2119, s1.loss_cls: 0.0526, s1.acc: 96.1550, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1063, s2.loss_cls: 0.0268, s2.acc: 95.8823, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0507, loss: 0.9227 +2024-03-13 09:47:17,901 - mmdet - INFO - Epoch [29][5250/7330] lr: 4.612e-07, eta: 23:37:19, time: 1.574, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1200, s0.acc: 95.6189, s0.loss_bbox: 0.1963, s0.loss_mask: 0.2091, s1.loss_cls: 0.0553, s1.acc: 95.8353, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1045, s2.loss_cls: 0.0281, s2.acc: 95.7334, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0494, loss: 0.9349 +2024-03-13 09:48:35,943 - mmdet - INFO - Epoch [29][5300/7330] lr: 4.612e-07, eta: 23:35:59, time: 1.561, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1235, s0.acc: 95.5181, s0.loss_bbox: 0.1952, s0.loss_mask: 0.2105, s1.loss_cls: 0.0572, s1.acc: 95.7586, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1054, s2.loss_cls: 0.0286, s2.acc: 95.6986, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0500, loss: 0.9424 +2024-03-13 09:49:55,126 - mmdet - INFO - Epoch [29][5350/7330] lr: 4.612e-07, eta: 23:34:39, time: 1.584, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1217, s0.acc: 95.5120, s0.loss_bbox: 0.1963, s0.loss_mask: 0.2116, s1.loss_cls: 0.0554, s1.acc: 95.7860, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1053, s2.loss_cls: 0.0285, s2.acc: 95.5675, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0498, loss: 0.9423 +2024-03-13 09:51:17,125 - mmdet - INFO - Epoch [29][5400/7330] lr: 4.612e-07, eta: 23:33:20, time: 1.640, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1214, s0.acc: 95.6038, s0.loss_bbox: 0.1927, s0.loss_mask: 0.2150, s1.loss_cls: 0.0569, s1.acc: 95.8003, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1059, s2.loss_cls: 0.0288, s2.acc: 95.6577, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0502, loss: 0.9446 +2024-03-13 09:52:36,713 - mmdet - INFO - Epoch [29][5450/7330] lr: 4.612e-07, eta: 23:32:00, time: 1.592, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1249, s0.acc: 95.4351, s0.loss_bbox: 0.2017, s0.loss_mask: 0.2160, s1.loss_cls: 0.0575, s1.acc: 95.7220, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1071, s2.loss_cls: 0.0291, s2.acc: 95.5129, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0504, loss: 0.9686 +2024-03-13 09:53:58,407 - mmdet - INFO - Epoch [29][5500/7330] lr: 4.612e-07, eta: 23:30:41, time: 1.634, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1269, s0.acc: 95.3503, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2140, s1.loss_cls: 0.0590, s1.acc: 95.5295, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1065, s2.loss_cls: 0.0295, s2.acc: 95.4605, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0504, loss: 0.9657 +2024-03-13 09:55:20,325 - mmdet - INFO - Epoch [29][5550/7330] lr: 4.612e-07, eta: 23:29:22, time: 1.638, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1129, s0.acc: 95.8792, s0.loss_bbox: 0.1827, s0.loss_mask: 0.2066, s1.loss_cls: 0.0524, s1.acc: 96.1432, s1.loss_bbox: 0.0867, s1.loss_mask: 0.1033, s2.loss_cls: 0.0261, s2.acc: 96.0870, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0492, loss: 0.8960 +2024-03-13 09:56:41,065 - mmdet - INFO - Epoch [29][5600/7330] lr: 4.612e-07, eta: 23:28:03, time: 1.615, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1217, s0.acc: 95.6064, s0.loss_bbox: 0.1977, s0.loss_mask: 0.2113, s1.loss_cls: 0.0562, s1.acc: 95.8411, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1055, s2.loss_cls: 0.0279, s2.acc: 95.7463, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0503, loss: 0.9445 +2024-03-13 09:57:54,870 - mmdet - INFO - Epoch [29][5650/7330] lr: 4.612e-07, eta: 23:26:42, time: 1.476, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1190, s0.acc: 95.6489, s0.loss_bbox: 0.1937, s0.loss_mask: 0.2133, s1.loss_cls: 0.0550, s1.acc: 95.8949, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1054, s2.loss_cls: 0.0274, s2.acc: 95.7861, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0498, loss: 0.9343 +2024-03-13 09:59:13,451 - mmdet - INFO - Epoch [29][5700/7330] lr: 4.612e-07, eta: 23:25:22, time: 1.572, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1146, s0.acc: 95.8381, s0.loss_bbox: 0.1806, s0.loss_mask: 0.2074, s1.loss_cls: 0.0538, s1.acc: 96.0304, s1.loss_bbox: 0.0863, s1.loss_mask: 0.1030, s2.loss_cls: 0.0269, s2.acc: 95.9586, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0491, loss: 0.9001 +2024-03-13 10:00:34,465 - mmdet - INFO - Epoch [29][5750/7330] lr: 4.612e-07, eta: 23:24:03, time: 1.620, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1208, s0.acc: 95.5742, s0.loss_bbox: 0.1945, s0.loss_mask: 0.2074, s1.loss_cls: 0.0566, s1.acc: 95.7700, s1.loss_bbox: 0.0912, s1.loss_mask: 0.1030, s2.loss_cls: 0.0283, s2.acc: 95.6756, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0488, loss: 0.9316 +2024-03-13 10:01:54,277 - mmdet - INFO - Epoch [29][5800/7330] lr: 4.612e-07, eta: 23:22:43, time: 1.596, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1205, s0.acc: 95.6189, s0.loss_bbox: 0.1947, s0.loss_mask: 0.2061, s1.loss_cls: 0.0546, s1.acc: 95.9607, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1033, s2.loss_cls: 0.0275, s2.acc: 95.7756, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0490, loss: 0.9277 +2024-03-13 10:03:10,102 - mmdet - INFO - Epoch [29][5850/7330] lr: 4.612e-07, eta: 23:21:22, time: 1.516, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1149, s0.acc: 95.8132, s0.loss_bbox: 0.1855, s0.loss_mask: 0.2135, s1.loss_cls: 0.0534, s1.acc: 96.0495, s1.loss_bbox: 0.0873, s1.loss_mask: 0.1072, s2.loss_cls: 0.0270, s2.acc: 95.9373, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0511, loss: 0.9163 +2024-03-13 10:04:29,392 - mmdet - INFO - Epoch [29][5900/7330] lr: 4.612e-07, eta: 23:20:03, time: 1.586, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1151, s0.acc: 95.8352, s0.loss_bbox: 0.1805, s0.loss_mask: 0.2025, s1.loss_cls: 0.0534, s1.acc: 96.0167, s1.loss_bbox: 0.0856, s1.loss_mask: 0.1008, s2.loss_cls: 0.0271, s2.acc: 95.8828, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0476, loss: 0.8883 +2024-03-13 10:05:49,239 - mmdet - INFO - Epoch [29][5950/7330] lr: 4.612e-07, eta: 23:18:43, time: 1.597, data_time: 0.196, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1180, s0.acc: 95.6707, s0.loss_bbox: 0.1948, s0.loss_mask: 0.2107, s1.loss_cls: 0.0549, s1.acc: 95.9275, s1.loss_bbox: 0.0914, s1.loss_mask: 0.1053, s2.loss_cls: 0.0272, s2.acc: 95.8760, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0499, loss: 0.9324 +2024-03-13 10:07:07,411 - mmdet - INFO - Epoch [29][6000/7330] lr: 4.612e-07, eta: 23:17:23, time: 1.563, data_time: 0.112, memory: 23149, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1219, s0.acc: 95.5645, s0.loss_bbox: 0.1956, s0.loss_mask: 0.2181, s1.loss_cls: 0.0568, s1.acc: 95.7635, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1081, s2.loss_cls: 0.0285, s2.acc: 95.5922, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0515, loss: 0.9538 +2024-03-13 10:08:27,654 - mmdet - INFO - Epoch [29][6050/7330] lr: 4.612e-07, eta: 23:16:04, time: 1.605, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1208, s0.acc: 95.6277, s0.loss_bbox: 0.1916, s0.loss_mask: 0.2122, s1.loss_cls: 0.0560, s1.acc: 95.8844, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1061, s2.loss_cls: 0.0278, s2.acc: 95.8127, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0504, loss: 0.9349 +2024-03-13 10:09:44,392 - mmdet - INFO - Epoch [29][6100/7330] lr: 4.612e-07, eta: 23:14:43, time: 1.535, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1203, s0.acc: 95.5654, s0.loss_bbox: 0.1942, s0.loss_mask: 0.2150, s1.loss_cls: 0.0564, s1.acc: 95.7149, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1077, s2.loss_cls: 0.0284, s2.acc: 95.6102, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0511, loss: 0.9426 +2024-03-13 10:11:08,738 - mmdet - INFO - Epoch [29][6150/7330] lr: 4.612e-07, eta: 23:13:25, time: 1.687, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1297, s0.acc: 95.3677, s0.loss_bbox: 0.1974, s0.loss_mask: 0.2107, s1.loss_cls: 0.0606, s1.acc: 95.5653, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1056, s2.loss_cls: 0.0301, s2.acc: 95.4908, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0503, loss: 0.9578 +2024-03-13 10:12:28,515 - mmdet - INFO - Epoch [29][6200/7330] lr: 4.612e-07, eta: 23:12:05, time: 1.596, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1185, s0.acc: 95.6086, s0.loss_bbox: 0.1936, s0.loss_mask: 0.2084, s1.loss_cls: 0.0549, s1.acc: 95.8828, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1046, s2.loss_cls: 0.0277, s2.acc: 95.7385, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0496, loss: 0.9282 +2024-03-13 10:13:41,797 - mmdet - INFO - Epoch [29][6250/7330] lr: 4.612e-07, eta: 23:10:44, time: 1.466, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1253, s0.acc: 95.4348, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2178, s1.loss_cls: 0.0581, s1.acc: 95.6760, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1079, s2.loss_cls: 0.0291, s2.acc: 95.5170, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0512, loss: 0.9670 +2024-03-13 10:15:02,636 - mmdet - INFO - Epoch [29][6300/7330] lr: 4.612e-07, eta: 23:09:25, time: 1.617, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1174, s0.acc: 95.7183, s0.loss_bbox: 0.1891, s0.loss_mask: 0.2029, s1.loss_cls: 0.0545, s1.acc: 95.9438, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1021, s2.loss_cls: 0.0275, s2.acc: 95.7733, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0485, loss: 0.9094 +2024-03-13 10:16:22,899 - mmdet - INFO - Epoch [29][6350/7330] lr: 4.612e-07, eta: 23:08:05, time: 1.605, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1188, s0.acc: 95.7271, s0.loss_bbox: 0.1891, s0.loss_mask: 0.2066, s1.loss_cls: 0.0545, s1.acc: 95.9266, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1030, s2.loss_cls: 0.0278, s2.acc: 95.7125, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0489, loss: 0.9175 +2024-03-13 10:17:41,584 - mmdet - INFO - Epoch [29][6400/7330] lr: 4.612e-07, eta: 23:06:45, time: 1.573, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1198, s0.acc: 95.6599, s0.loss_bbox: 0.1928, s0.loss_mask: 0.2082, s1.loss_cls: 0.0555, s1.acc: 95.9086, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1037, s2.loss_cls: 0.0278, s2.acc: 95.7721, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0488, loss: 0.9233 +2024-03-13 10:19:01,639 - mmdet - INFO - Epoch [29][6450/7330] lr: 4.612e-07, eta: 23:05:26, time: 1.601, data_time: 0.214, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1174, s0.acc: 95.7031, s0.loss_bbox: 0.1887, s0.loss_mask: 0.2098, s1.loss_cls: 0.0548, s1.acc: 95.9067, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1053, s2.loss_cls: 0.0279, s2.acc: 95.7604, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0502, loss: 0.9207 +2024-03-13 10:20:21,300 - mmdet - INFO - Epoch [29][6500/7330] lr: 4.612e-07, eta: 23:04:06, time: 1.593, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1279, s0.acc: 95.4111, s0.loss_bbox: 0.1924, s0.loss_mask: 0.2101, s1.loss_cls: 0.0596, s1.acc: 95.6374, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1047, s2.loss_cls: 0.0293, s2.acc: 95.5972, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0497, loss: 0.9430 +2024-03-13 10:21:42,256 - mmdet - INFO - Epoch [29][6550/7330] lr: 4.612e-07, eta: 23:02:47, time: 1.619, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1156, s0.acc: 95.7744, s0.loss_bbox: 0.1865, s0.loss_mask: 0.2061, s1.loss_cls: 0.0533, s1.acc: 95.9993, s1.loss_bbox: 0.0872, s1.loss_mask: 0.1026, s2.loss_cls: 0.0270, s2.acc: 95.7693, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0482, loss: 0.9019 +2024-03-13 10:22:58,454 - mmdet - INFO - Epoch [29][6600/7330] lr: 4.612e-07, eta: 23:01:26, time: 1.524, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1170, s0.acc: 95.7344, s0.loss_bbox: 0.1918, s0.loss_mask: 0.2098, s1.loss_cls: 0.0546, s1.acc: 95.9267, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1053, s2.loss_cls: 0.0275, s2.acc: 95.8198, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0498, loss: 0.9242 +2024-03-13 10:24:19,858 - mmdet - INFO - Epoch [29][6650/7330] lr: 4.612e-07, eta: 23:00:07, time: 1.628, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1173, s0.acc: 95.7600, s0.loss_bbox: 0.1893, s0.loss_mask: 0.2175, s1.loss_cls: 0.0539, s1.acc: 96.0346, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1084, s2.loss_cls: 0.0272, s2.acc: 95.8137, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0513, loss: 0.9314 +2024-03-13 10:25:39,128 - mmdet - INFO - Epoch [29][6700/7330] lr: 4.612e-07, eta: 22:58:47, time: 1.585, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1136, s0.acc: 95.8525, s0.loss_bbox: 0.1865, s0.loss_mask: 0.2100, s1.loss_cls: 0.0535, s1.acc: 96.0149, s1.loss_bbox: 0.0872, s1.loss_mask: 0.1046, s2.loss_cls: 0.0272, s2.acc: 95.7874, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0497, loss: 0.9096 +2024-03-13 10:26:59,485 - mmdet - INFO - Epoch [29][6750/7330] lr: 4.612e-07, eta: 22:57:28, time: 1.607, data_time: 0.195, memory: 23149, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1258, s0.acc: 95.4175, s0.loss_bbox: 0.2003, s0.loss_mask: 0.2104, s1.loss_cls: 0.0582, s1.acc: 95.6755, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1053, s2.loss_cls: 0.0297, s2.acc: 95.3983, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0500, loss: 0.9588 +2024-03-13 10:28:15,175 - mmdet - INFO - Epoch [29][6800/7330] lr: 4.612e-07, eta: 22:56:07, time: 1.514, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1176, s0.acc: 95.7417, s0.loss_bbox: 0.1921, s0.loss_mask: 0.2126, s1.loss_cls: 0.0540, s1.acc: 96.0585, s1.loss_bbox: 0.0904, s1.loss_mask: 0.1051, s2.loss_cls: 0.0273, s2.acc: 95.8481, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0496, loss: 0.9261 +2024-03-13 10:29:29,021 - mmdet - INFO - Epoch [29][6850/7330] lr: 4.612e-07, eta: 22:54:46, time: 1.477, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1129, s0.acc: 95.8538, s0.loss_bbox: 0.1852, s0.loss_mask: 0.2059, s1.loss_cls: 0.0528, s1.acc: 96.0741, s1.loss_bbox: 0.0872, s1.loss_mask: 0.1032, s2.loss_cls: 0.0263, s2.acc: 95.9760, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0488, loss: 0.8982 +2024-03-13 10:30:52,983 - mmdet - INFO - Epoch [29][6900/7330] lr: 4.612e-07, eta: 22:53:28, time: 1.679, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1188, s0.acc: 95.6018, s0.loss_bbox: 0.1902, s0.loss_mask: 0.2073, s1.loss_cls: 0.0547, s1.acc: 95.9061, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1036, s2.loss_cls: 0.0280, s2.acc: 95.6804, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0493, loss: 0.9203 +2024-03-13 10:32:10,919 - mmdet - INFO - Epoch [29][6950/7330] lr: 4.612e-07, eta: 22:52:08, time: 1.559, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1168, s0.acc: 95.7461, s0.loss_bbox: 0.1923, s0.loss_mask: 0.2114, s1.loss_cls: 0.0545, s1.acc: 95.9363, s1.loss_bbox: 0.0914, s1.loss_mask: 0.1049, s2.loss_cls: 0.0278, s2.acc: 95.7369, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0494, loss: 0.9278 +2024-03-13 10:33:30,575 - mmdet - INFO - Epoch [29][7000/7330] lr: 4.612e-07, eta: 22:50:48, time: 1.593, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1222, s0.acc: 95.5461, s0.loss_bbox: 0.1958, s0.loss_mask: 0.2150, s1.loss_cls: 0.0570, s1.acc: 95.7158, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1058, s2.loss_cls: 0.0286, s2.acc: 95.6554, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0498, loss: 0.9440 +2024-03-13 10:34:50,865 - mmdet - INFO - Epoch [29][7050/7330] lr: 4.612e-07, eta: 22:49:29, time: 1.606, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1217, s0.acc: 95.5601, s0.loss_bbox: 0.1937, s0.loss_mask: 0.2148, s1.loss_cls: 0.0568, s1.acc: 95.6790, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1068, s2.loss_cls: 0.0286, s2.acc: 95.5942, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0507, loss: 0.9430 +2024-03-13 10:36:12,368 - mmdet - INFO - Epoch [29][7100/7330] lr: 4.612e-07, eta: 22:48:09, time: 1.630, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1153, s0.acc: 95.8196, s0.loss_bbox: 0.1908, s0.loss_mask: 0.2095, s1.loss_cls: 0.0533, s1.acc: 96.0943, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1052, s2.loss_cls: 0.0270, s2.acc: 95.9631, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0500, loss: 0.9191 +2024-03-13 10:37:32,289 - mmdet - INFO - Epoch [29][7150/7330] lr: 4.612e-07, eta: 22:46:50, time: 1.598, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1167, s0.acc: 95.7183, s0.loss_bbox: 0.1900, s0.loss_mask: 0.2111, s1.loss_cls: 0.0538, s1.acc: 95.9786, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1050, s2.loss_cls: 0.0271, s2.acc: 95.8930, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0497, loss: 0.9210 +2024-03-13 10:38:55,518 - mmdet - INFO - Epoch [29][7200/7330] lr: 4.612e-07, eta: 22:45:31, time: 1.665, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1233, s0.acc: 95.4883, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2133, s1.loss_cls: 0.0566, s1.acc: 95.7148, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1054, s2.loss_cls: 0.0285, s2.acc: 95.5660, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0497, loss: 0.9529 +2024-03-13 10:40:15,039 - mmdet - INFO - Epoch [29][7250/7330] lr: 4.612e-07, eta: 22:44:11, time: 1.590, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1257, s0.acc: 95.4519, s0.loss_bbox: 0.1971, s0.loss_mask: 0.2095, s1.loss_cls: 0.0589, s1.acc: 95.6505, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1041, s2.loss_cls: 0.0291, s2.acc: 95.5604, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0494, loss: 0.9516 +2024-03-13 10:41:34,610 - mmdet - INFO - Epoch [29][7300/7330] lr: 4.612e-07, eta: 22:42:52, time: 1.591, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1219, s0.acc: 95.5906, s0.loss_bbox: 0.1921, s0.loss_mask: 0.2111, s1.loss_cls: 0.0565, s1.acc: 95.8231, s1.loss_bbox: 0.0904, s1.loss_mask: 0.1053, s2.loss_cls: 0.0285, s2.acc: 95.6689, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0497, loss: 0.9355 +2024-03-13 10:42:16,798 - mmdet - INFO - Saving checkpoint at 29 epochs +2024-03-13 10:49:08,991 - mmdet - INFO - Evaluating bbox... +2024-03-13 10:49:39,081 - 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 ] = 0.703 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.562 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.346 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.557 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.659 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.645 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.645 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.645 + 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 ] = 0.683 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.790 + +2024-03-13 10:49:39,081 - mmdet - INFO - Evaluating segm... +2024-03-13 10:50:16,976 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.449 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.679 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.488 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.254 + 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 ] = 0.629 + 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 ] = 0.394 + 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 ] = 0.720 + +2024-03-13 10:50:17,523 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-13 10:50:17,523 - mmdet - INFO - Epoch(val) [29][1250] bbox_mAP: 0.5180, bbox_mAP_50: 0.7030, bbox_mAP_75: 0.5620, bbox_mAP_s: 0.3460, bbox_mAP_m: 0.5570, bbox_mAP_l: 0.6590, bbox_mAP_copypaste: 0.518 0.703 0.562 0.346 0.557 0.659, segm_mAP: 0.4490, segm_mAP_50: 0.6790, segm_mAP_75: 0.4880, segm_mAP_s: 0.2540, segm_mAP_m: 0.4830, segm_mAP_l: 0.6290, segm_mAP_copypaste: 0.449 0.679 0.488 0.254 0.483 0.629 +2024-03-13 10:51:43,447 - mmdet - INFO - Epoch [30][50/7330] lr: 4.612e-07, eta: 22:40:34, time: 1.717, data_time: 0.248, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1116, s0.acc: 95.8789, s0.loss_bbox: 0.1875, s0.loss_mask: 0.2110, s1.loss_cls: 0.0526, s1.acc: 95.9938, s1.loss_bbox: 0.0887, s1.loss_mask: 0.1056, s2.loss_cls: 0.0266, s2.acc: 95.8783, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0502, loss: 0.9105 +2024-03-13 10:53:07,048 - mmdet - INFO - Epoch [30][100/7330] lr: 4.612e-07, eta: 22:39:16, time: 1.672, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1187, s0.acc: 95.6384, s0.loss_bbox: 0.1931, s0.loss_mask: 0.2082, s1.loss_cls: 0.0554, s1.acc: 95.7385, s1.loss_bbox: 0.0906, s1.loss_mask: 0.1038, s2.loss_cls: 0.0278, s2.acc: 95.6407, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0489, loss: 0.9274 +2024-03-13 10:54:25,768 - mmdet - INFO - Epoch [30][150/7330] lr: 4.612e-07, eta: 22:37:56, time: 1.574, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1168, s0.acc: 95.7532, s0.loss_bbox: 0.1898, s0.loss_mask: 0.2081, s1.loss_cls: 0.0531, s1.acc: 96.0501, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1040, s2.loss_cls: 0.0269, s2.acc: 95.8480, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0493, loss: 0.9165 +2024-03-13 10:55:41,799 - mmdet - INFO - Epoch [30][200/7330] lr: 4.612e-07, eta: 22:36:35, time: 1.521, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1169, s0.acc: 95.7292, s0.loss_bbox: 0.1882, s0.loss_mask: 0.2086, s1.loss_cls: 0.0548, s1.acc: 95.8948, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1038, s2.loss_cls: 0.0273, s2.acc: 95.8478, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0491, loss: 0.9150 +2024-03-13 10:57:01,056 - mmdet - INFO - Epoch [30][250/7330] lr: 4.612e-07, eta: 22:35:16, time: 1.585, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1137, s0.acc: 95.9202, s0.loss_bbox: 0.1843, s0.loss_mask: 0.2080, s1.loss_cls: 0.0527, s1.acc: 96.1416, s1.loss_bbox: 0.0872, s1.loss_mask: 0.1041, s2.loss_cls: 0.0266, s2.acc: 96.0252, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0489, loss: 0.9021 +2024-03-13 10:58:20,458 - mmdet - INFO - Epoch [30][300/7330] lr: 4.612e-07, eta: 22:33:56, time: 1.588, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1122, s0.acc: 95.8035, s0.loss_bbox: 0.1836, s0.loss_mask: 0.2078, s1.loss_cls: 0.0519, s1.acc: 96.0212, s1.loss_bbox: 0.0871, s1.loss_mask: 0.1040, s2.loss_cls: 0.0263, s2.acc: 95.8658, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0495, loss: 0.9017 +2024-03-13 10:59:41,420 - mmdet - INFO - Epoch [30][350/7330] lr: 4.612e-07, eta: 22:32:37, time: 1.619, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1237, s0.acc: 95.4670, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2171, s1.loss_cls: 0.0577, s1.acc: 95.6632, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1076, s2.loss_cls: 0.0292, s2.acc: 95.4849, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0509, loss: 0.9599 +2024-03-13 11:00:57,147 - mmdet - INFO - Epoch [30][400/7330] lr: 4.612e-07, eta: 22:31:16, time: 1.515, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1124, s0.acc: 95.8943, s0.loss_bbox: 0.1831, s0.loss_mask: 0.2089, s1.loss_cls: 0.0527, s1.acc: 96.0452, s1.loss_bbox: 0.0862, s1.loss_mask: 0.1038, s2.loss_cls: 0.0265, s2.acc: 95.8841, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0490, loss: 0.9003 +2024-03-13 11:02:14,726 - mmdet - INFO - Epoch [30][450/7330] lr: 4.612e-07, eta: 22:29:56, time: 1.552, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1149, s0.acc: 95.8303, s0.loss_bbox: 0.1880, s0.loss_mask: 0.2085, s1.loss_cls: 0.0533, s1.acc: 96.0528, s1.loss_bbox: 0.0892, s1.loss_mask: 0.1040, s2.loss_cls: 0.0267, s2.acc: 95.8670, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0492, loss: 0.9115 +2024-03-13 11:03:34,823 - mmdet - INFO - Epoch [30][500/7330] lr: 4.612e-07, eta: 22:28:36, time: 1.602, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1163, s0.acc: 95.7966, s0.loss_bbox: 0.1893, s0.loss_mask: 0.2082, s1.loss_cls: 0.0531, s1.acc: 96.1065, s1.loss_bbox: 0.0897, s1.loss_mask: 0.1035, s2.loss_cls: 0.0266, s2.acc: 95.8947, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0486, loss: 0.9119 +2024-03-13 11:04:58,441 - mmdet - INFO - Epoch [30][550/7330] lr: 4.612e-07, eta: 22:27:18, time: 1.672, data_time: 0.250, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1199, s0.acc: 95.6519, s0.loss_bbox: 0.1927, s0.loss_mask: 0.2108, s1.loss_cls: 0.0561, s1.acc: 95.7744, s1.loss_bbox: 0.0909, s1.loss_mask: 0.1047, s2.loss_cls: 0.0286, s2.acc: 95.5049, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0500, loss: 0.9325 +2024-03-13 11:06:18,310 - mmdet - INFO - Epoch [30][600/7330] lr: 4.612e-07, eta: 22:25:58, time: 1.597, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1129, s0.acc: 95.8401, s0.loss_bbox: 0.1858, s0.loss_mask: 0.2116, s1.loss_cls: 0.0513, s1.acc: 96.1949, s1.loss_bbox: 0.0884, s1.loss_mask: 0.1062, s2.loss_cls: 0.0261, s2.acc: 95.9969, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0504, loss: 0.9097 +2024-03-13 11:07:38,762 - mmdet - INFO - Epoch [30][650/7330] lr: 4.612e-07, eta: 22:24:39, time: 1.609, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1203, s0.acc: 95.5015, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2147, s1.loss_cls: 0.0559, s1.acc: 95.7839, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1071, s2.loss_cls: 0.0285, s2.acc: 95.6939, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0507, loss: 0.9510 +2024-03-13 11:09:00,415 - mmdet - INFO - Epoch [30][700/7330] lr: 4.612e-07, eta: 22:23:19, time: 1.633, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1145, s0.acc: 95.8479, s0.loss_bbox: 0.1876, s0.loss_mask: 0.2084, s1.loss_cls: 0.0533, s1.acc: 96.0794, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1048, s2.loss_cls: 0.0274, s2.acc: 95.8898, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0495, loss: 0.9119 +2024-03-13 11:10:19,191 - mmdet - INFO - Epoch [30][750/7330] lr: 4.612e-07, eta: 22:22:00, time: 1.576, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1182, s0.acc: 95.7039, s0.loss_bbox: 0.1952, s0.loss_mask: 0.2061, s1.loss_cls: 0.0548, s1.acc: 95.9472, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1043, s2.loss_cls: 0.0276, s2.acc: 95.7503, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0492, loss: 0.9260 +2024-03-13 11:11:38,426 - mmdet - INFO - Epoch [30][800/7330] lr: 4.612e-07, eta: 22:20:40, time: 1.585, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1222, s0.acc: 95.4868, s0.loss_bbox: 0.1945, s0.loss_mask: 0.2133, s1.loss_cls: 0.0570, s1.acc: 95.6991, s1.loss_bbox: 0.0914, s1.loss_mask: 0.1054, s2.loss_cls: 0.0288, s2.acc: 95.5834, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0498, loss: 0.9440 +2024-03-13 11:12:58,421 - mmdet - INFO - Epoch [30][850/7330] lr: 4.612e-07, eta: 22:19:20, time: 1.600, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1082, s0.acc: 95.9854, s0.loss_bbox: 0.1761, s0.loss_mask: 0.2060, s1.loss_cls: 0.0505, s1.acc: 96.2213, s1.loss_bbox: 0.0837, s1.loss_mask: 0.1024, s2.loss_cls: 0.0255, s2.acc: 96.0852, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0487, loss: 0.8773 +2024-03-13 11:14:17,586 - mmdet - INFO - Epoch [30][900/7330] lr: 4.612e-07, eta: 22:18:01, time: 1.583, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1187, s0.acc: 95.5886, s0.loss_bbox: 0.1905, s0.loss_mask: 0.2086, s1.loss_cls: 0.0549, s1.acc: 95.7786, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1039, s2.loss_cls: 0.0278, s2.acc: 95.6725, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0491, loss: 0.9224 +2024-03-13 11:15:36,235 - mmdet - INFO - Epoch [30][950/7330] lr: 4.612e-07, eta: 22:16:41, time: 1.573, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1166, s0.acc: 95.7329, s0.loss_bbox: 0.1884, s0.loss_mask: 0.2068, s1.loss_cls: 0.0550, s1.acc: 95.8900, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1038, s2.loss_cls: 0.0276, s2.acc: 95.7744, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0496, loss: 0.9139 +2024-03-13 11:16:53,302 - mmdet - INFO - Epoch [30][1000/7330] lr: 4.612e-07, eta: 22:15:21, time: 1.541, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1182, s0.acc: 95.6682, s0.loss_bbox: 0.1905, s0.loss_mask: 0.2056, s1.loss_cls: 0.0548, s1.acc: 95.8830, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1024, s2.loss_cls: 0.0276, s2.acc: 95.8059, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0487, loss: 0.9177 +2024-03-13 11:18:10,616 - mmdet - INFO - Epoch [30][1050/7330] lr: 4.612e-07, eta: 22:14:00, time: 1.547, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1226, s0.acc: 95.5020, s0.loss_bbox: 0.1993, s0.loss_mask: 0.2087, s1.loss_cls: 0.0564, s1.acc: 95.7553, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1046, s2.loss_cls: 0.0287, s2.acc: 95.5748, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0496, loss: 0.9452 +2024-03-13 11:19:30,130 - mmdet - INFO - Epoch [30][1100/7330] lr: 4.612e-07, eta: 22:12:41, time: 1.590, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1164, s0.acc: 95.6987, s0.loss_bbox: 0.1953, s0.loss_mask: 0.2122, s1.loss_cls: 0.0541, s1.acc: 95.9516, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1067, s2.loss_cls: 0.0276, s2.acc: 95.7530, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0503, loss: 0.9373 +2024-03-13 11:20:50,421 - mmdet - INFO - Epoch [30][1150/7330] lr: 4.612e-07, eta: 22:11:21, time: 1.606, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1280, s0.acc: 95.3918, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2174, s1.loss_cls: 0.0595, s1.acc: 95.5998, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1081, s2.loss_cls: 0.0298, s2.acc: 95.5311, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0510, loss: 0.9789 +2024-03-13 11:22:09,854 - mmdet - INFO - Epoch [30][1200/7330] lr: 4.612e-07, eta: 22:10:02, time: 1.589, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1158, s0.acc: 95.7805, s0.loss_bbox: 0.1822, s0.loss_mask: 0.2084, s1.loss_cls: 0.0536, s1.acc: 96.0003, s1.loss_bbox: 0.0863, s1.loss_mask: 0.1045, s2.loss_cls: 0.0271, s2.acc: 95.8140, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0491, loss: 0.9033 +2024-03-13 11:23:27,544 - mmdet - INFO - Epoch [30][1250/7330] lr: 4.612e-07, eta: 22:08:42, time: 1.554, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1213, s0.acc: 95.6143, s0.loss_bbox: 0.1918, s0.loss_mask: 0.2127, s1.loss_cls: 0.0568, s1.acc: 95.8152, s1.loss_bbox: 0.0892, s1.loss_mask: 0.1059, s2.loss_cls: 0.0282, s2.acc: 95.7460, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0501, loss: 0.9351 +2024-03-13 11:24:46,212 - mmdet - INFO - Epoch [30][1300/7330] lr: 4.612e-07, eta: 22:07:22, time: 1.573, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1096, s0.acc: 96.0127, s0.loss_bbox: 0.1813, s0.loss_mask: 0.2063, s1.loss_cls: 0.0503, s1.acc: 96.3000, s1.loss_bbox: 0.0861, s1.loss_mask: 0.1040, s2.loss_cls: 0.0261, s2.acc: 95.9867, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0496, loss: 0.8871 +2024-03-13 11:26:06,772 - mmdet - INFO - Epoch [30][1350/7330] lr: 4.612e-07, eta: 22:06:02, time: 1.611, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1208, s0.acc: 95.5171, s0.loss_bbox: 0.1971, s0.loss_mask: 0.2128, s1.loss_cls: 0.0563, s1.acc: 95.7539, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1055, s2.loss_cls: 0.0285, s2.acc: 95.5941, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0502, loss: 0.9438 +2024-03-13 11:27:26,830 - mmdet - INFO - Epoch [30][1400/7330] lr: 4.612e-07, eta: 22:04:43, time: 1.601, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1183, s0.acc: 95.6719, s0.loss_bbox: 0.1958, s0.loss_mask: 0.2131, s1.loss_cls: 0.0539, s1.acc: 95.9437, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1054, s2.loss_cls: 0.0280, s2.acc: 95.6993, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0499, loss: 0.9389 +2024-03-13 11:28:40,898 - mmdet - INFO - Epoch [30][1450/7330] lr: 4.612e-07, eta: 22:03:22, time: 1.481, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1124, s0.acc: 95.9177, s0.loss_bbox: 0.1833, s0.loss_mask: 0.2070, s1.loss_cls: 0.0517, s1.acc: 96.1745, s1.loss_bbox: 0.0873, s1.loss_mask: 0.1034, s2.loss_cls: 0.0258, s2.acc: 96.0237, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0490, loss: 0.8953 +2024-03-13 11:30:01,153 - mmdet - INFO - Epoch [30][1500/7330] lr: 4.612e-07, eta: 22:02:02, time: 1.605, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1179, s0.acc: 95.6763, s0.loss_bbox: 0.1937, s0.loss_mask: 0.2111, s1.loss_cls: 0.0545, s1.acc: 95.8798, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1051, s2.loss_cls: 0.0277, s2.acc: 95.7457, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0498, loss: 0.9314 +2024-03-13 11:31:16,185 - mmdet - INFO - Epoch [30][1550/7330] lr: 4.612e-07, eta: 22:00:42, time: 1.501, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1236, s0.acc: 95.4629, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2080, s1.loss_cls: 0.0578, s1.acc: 95.6779, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1044, s2.loss_cls: 0.0294, s2.acc: 95.5148, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0493, loss: 0.9487 +2024-03-13 11:32:35,752 - mmdet - INFO - Epoch [30][1600/7330] lr: 4.612e-07, eta: 21:59:22, time: 1.591, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1180, s0.acc: 95.7090, s0.loss_bbox: 0.1889, s0.loss_mask: 0.2119, s1.loss_cls: 0.0549, s1.acc: 95.9341, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1047, s2.loss_cls: 0.0275, s2.acc: 95.8023, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0495, loss: 0.9206 +2024-03-13 11:33:56,952 - mmdet - INFO - Epoch [30][1650/7330] lr: 4.612e-07, eta: 21:58:03, time: 1.624, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1278, s0.acc: 95.3149, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2149, s1.loss_cls: 0.0589, s1.acc: 95.6599, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1074, s2.loss_cls: 0.0296, s2.acc: 95.4991, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0509, loss: 0.9893 +2024-03-13 11:35:16,584 - mmdet - INFO - Epoch [30][1700/7330] lr: 4.612e-07, eta: 21:56:43, time: 1.593, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1136, s0.acc: 95.7722, s0.loss_bbox: 0.1888, s0.loss_mask: 0.2108, s1.loss_cls: 0.0534, s1.acc: 95.9821, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1059, s2.loss_cls: 0.0271, s2.acc: 95.8496, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0499, loss: 0.9178 +2024-03-13 11:36:37,860 - mmdet - INFO - Epoch [30][1750/7330] lr: 4.612e-07, eta: 21:55:24, time: 1.625, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1240, s0.acc: 95.4197, s0.loss_bbox: 0.1990, s0.loss_mask: 0.2166, s1.loss_cls: 0.0578, s1.acc: 95.6523, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1077, s2.loss_cls: 0.0294, s2.acc: 95.4397, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0509, loss: 0.9600 +2024-03-13 11:37:53,705 - mmdet - INFO - Epoch [30][1800/7330] lr: 4.612e-07, eta: 21:54:03, time: 1.516, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1124, s0.acc: 95.8525, s0.loss_bbox: 0.1839, s0.loss_mask: 0.2090, s1.loss_cls: 0.0525, s1.acc: 96.0384, s1.loss_bbox: 0.0869, s1.loss_mask: 0.1049, s2.loss_cls: 0.0265, s2.acc: 95.8773, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0497, loss: 0.9034 +2024-03-13 11:39:16,080 - mmdet - INFO - Epoch [30][1850/7330] lr: 4.612e-07, eta: 21:52:44, time: 1.648, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1179, s0.acc: 95.6069, s0.loss_bbox: 0.1909, s0.loss_mask: 0.2107, s1.loss_cls: 0.0554, s1.acc: 95.8154, s1.loss_bbox: 0.0897, s1.loss_mask: 0.1043, s2.loss_cls: 0.0281, s2.acc: 95.6694, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0493, loss: 0.9308 +2024-03-13 11:40:36,529 - mmdet - INFO - Epoch [30][1900/7330] lr: 4.612e-07, eta: 21:51:25, time: 1.609, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1178, s0.acc: 95.7104, s0.loss_bbox: 0.1930, s0.loss_mask: 0.2113, s1.loss_cls: 0.0543, s1.acc: 95.9859, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1066, s2.loss_cls: 0.0274, s2.acc: 95.8573, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0506, loss: 0.9327 +2024-03-13 11:41:54,221 - mmdet - INFO - Epoch [30][1950/7330] lr: 4.612e-07, eta: 21:50:05, time: 1.554, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1113, s0.acc: 95.8301, s0.loss_bbox: 0.1882, s0.loss_mask: 0.2045, s1.loss_cls: 0.0518, s1.acc: 96.0779, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1026, s2.loss_cls: 0.0265, s2.acc: 95.8274, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0487, loss: 0.8993 +2024-03-13 11:43:17,339 - mmdet - INFO - Epoch [30][2000/7330] lr: 4.612e-07, eta: 21:48:46, time: 1.662, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1204, s0.acc: 95.5757, s0.loss_bbox: 0.1953, s0.loss_mask: 0.2137, s1.loss_cls: 0.0561, s1.acc: 95.7161, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1061, s2.loss_cls: 0.0284, s2.acc: 95.5668, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0503, loss: 0.9402 +2024-03-13 11:44:38,163 - mmdet - INFO - Epoch [30][2050/7330] lr: 4.612e-07, eta: 21:47:27, time: 1.616, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1129, s0.acc: 95.8596, s0.loss_bbox: 0.1864, s0.loss_mask: 0.2086, s1.loss_cls: 0.0521, s1.acc: 96.1058, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1046, s2.loss_cls: 0.0264, s2.acc: 95.9110, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0494, loss: 0.9054 +2024-03-13 11:45:56,350 - mmdet - INFO - Epoch [30][2100/7330] lr: 4.612e-07, eta: 21:46:07, time: 1.564, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1182, s0.acc: 95.6499, s0.loss_bbox: 0.1929, s0.loss_mask: 0.2120, s1.loss_cls: 0.0550, s1.acc: 95.9003, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1051, s2.loss_cls: 0.0273, s2.acc: 95.7964, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0502, loss: 0.9319 +2024-03-13 11:47:19,206 - mmdet - INFO - Epoch [30][2150/7330] lr: 4.612e-07, eta: 21:44:48, time: 1.657, data_time: 0.254, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1162, s0.acc: 95.7615, s0.loss_bbox: 0.1889, s0.loss_mask: 0.2081, s1.loss_cls: 0.0534, s1.acc: 96.0052, s1.loss_bbox: 0.0888, s1.loss_mask: 0.1038, s2.loss_cls: 0.0267, s2.acc: 95.8521, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0492, loss: 0.9146 +2024-03-13 11:48:42,456 - mmdet - INFO - Epoch [30][2200/7330] lr: 4.612e-07, eta: 21:43:29, time: 1.665, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1250, s0.acc: 95.3723, s0.loss_bbox: 0.2040, s0.loss_mask: 0.2126, s1.loss_cls: 0.0579, s1.acc: 95.5590, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1072, s2.loss_cls: 0.0295, s2.acc: 95.4175, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0508, loss: 0.9670 +2024-03-13 11:50:00,115 - mmdet - INFO - Epoch [30][2250/7330] lr: 4.612e-07, eta: 21:42:09, time: 1.553, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1201, s0.acc: 95.5908, s0.loss_bbox: 0.1906, s0.loss_mask: 0.2075, s1.loss_cls: 0.0558, s1.acc: 95.8407, s1.loss_bbox: 0.0889, s1.loss_mask: 0.1036, s2.loss_cls: 0.0280, s2.acc: 95.7171, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0493, loss: 0.9218 +2024-03-13 11:51:19,906 - mmdet - INFO - Epoch [30][2300/7330] lr: 4.612e-07, eta: 21:40:49, time: 1.596, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1169, s0.acc: 95.6448, s0.loss_bbox: 0.1931, s0.loss_mask: 0.2143, s1.loss_cls: 0.0553, s1.acc: 95.7929, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1077, s2.loss_cls: 0.0280, s2.acc: 95.6893, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0512, loss: 0.9373 +2024-03-13 11:52:35,020 - mmdet - INFO - Epoch [30][2350/7330] lr: 4.612e-07, eta: 21:39:29, time: 1.502, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1140, s0.acc: 95.7571, s0.loss_bbox: 0.1883, s0.loss_mask: 0.2094, s1.loss_cls: 0.0543, s1.acc: 95.8998, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1049, s2.loss_cls: 0.0275, s2.acc: 95.7276, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0497, loss: 0.9174 +2024-03-13 11:53:50,974 - mmdet - INFO - Epoch [30][2400/7330] lr: 4.612e-07, eta: 21:38:08, time: 1.519, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1189, s0.acc: 95.6816, s0.loss_bbox: 0.1933, s0.loss_mask: 0.2127, s1.loss_cls: 0.0550, s1.acc: 95.9210, s1.loss_bbox: 0.0914, s1.loss_mask: 0.1065, s2.loss_cls: 0.0275, s2.acc: 95.8118, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0504, loss: 0.9366 +2024-03-13 11:55:09,625 - mmdet - INFO - Epoch [30][2450/7330] lr: 4.612e-07, eta: 21:36:48, time: 1.573, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1175, s0.acc: 95.6807, s0.loss_bbox: 0.1904, s0.loss_mask: 0.2048, s1.loss_cls: 0.0541, s1.acc: 95.9258, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1029, s2.loss_cls: 0.0271, s2.acc: 95.8243, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0488, loss: 0.9130 +2024-03-13 11:56:28,361 - mmdet - INFO - Epoch [30][2500/7330] lr: 4.612e-07, eta: 21:35:29, time: 1.575, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1155, s0.acc: 95.8008, s0.loss_bbox: 0.1856, s0.loss_mask: 0.2112, s1.loss_cls: 0.0540, s1.acc: 95.8986, s1.loss_bbox: 0.0868, s1.loss_mask: 0.1049, s2.loss_cls: 0.0270, s2.acc: 95.9472, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0501, loss: 0.9110 +2024-03-13 11:57:48,644 - mmdet - INFO - Epoch [30][2550/7330] lr: 4.612e-07, eta: 21:34:09, time: 1.606, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1187, s0.acc: 95.6689, s0.loss_bbox: 0.1963, s0.loss_mask: 0.2103, s1.loss_cls: 0.0543, s1.acc: 95.9156, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1044, s2.loss_cls: 0.0273, s2.acc: 95.7036, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0494, loss: 0.9326 +2024-03-13 11:59:05,318 - mmdet - INFO - Epoch [30][2600/7330] lr: 4.612e-07, eta: 21:32:49, time: 1.534, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1151, s0.acc: 95.7866, s0.loss_bbox: 0.1879, s0.loss_mask: 0.2065, s1.loss_cls: 0.0529, s1.acc: 95.9993, s1.loss_bbox: 0.0888, s1.loss_mask: 0.1042, s2.loss_cls: 0.0267, s2.acc: 95.8098, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0495, loss: 0.9100 +2024-03-13 12:00:22,827 - mmdet - INFO - Epoch [30][2650/7330] lr: 4.612e-07, eta: 21:31:29, time: 1.550, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1129, s0.acc: 95.8743, s0.loss_bbox: 0.1848, s0.loss_mask: 0.2068, s1.loss_cls: 0.0517, s1.acc: 96.1640, s1.loss_bbox: 0.0871, s1.loss_mask: 0.1034, s2.loss_cls: 0.0264, s2.acc: 95.9578, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0491, loss: 0.9004 +2024-03-13 12:01:41,552 - mmdet - INFO - Epoch [30][2700/7330] lr: 4.612e-07, eta: 21:30:09, time: 1.574, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1109, s0.acc: 95.8394, s0.loss_bbox: 0.1853, s0.loss_mask: 0.2041, s1.loss_cls: 0.0514, s1.acc: 96.1144, s1.loss_bbox: 0.0881, s1.loss_mask: 0.1025, s2.loss_cls: 0.0261, s2.acc: 95.9276, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0488, loss: 0.8933 +2024-03-13 12:02:59,932 - mmdet - INFO - Epoch [30][2750/7330] lr: 4.612e-07, eta: 21:28:49, time: 1.568, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1164, s0.acc: 95.7549, s0.loss_bbox: 0.1890, s0.loss_mask: 0.2093, s1.loss_cls: 0.0537, s1.acc: 95.9440, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1039, s2.loss_cls: 0.0269, s2.acc: 95.8192, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0490, loss: 0.9138 +2024-03-13 12:04:23,082 - mmdet - INFO - Epoch [30][2800/7330] lr: 4.612e-07, eta: 21:27:30, time: 1.663, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1134, s0.acc: 95.8372, s0.loss_bbox: 0.1869, s0.loss_mask: 0.2095, s1.loss_cls: 0.0520, s1.acc: 96.0793, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1044, s2.loss_cls: 0.0261, s2.acc: 96.0681, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0492, loss: 0.9060 +2024-03-13 12:05:42,120 - mmdet - INFO - Epoch [30][2850/7330] lr: 4.612e-07, eta: 21:26:10, time: 1.581, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1117, s0.acc: 95.8735, s0.loss_bbox: 0.1864, s0.loss_mask: 0.2147, s1.loss_cls: 0.0529, s1.acc: 96.0414, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1066, s2.loss_cls: 0.0268, s2.acc: 95.8744, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0501, loss: 0.9127 +2024-03-13 12:07:02,026 - mmdet - INFO - Epoch [30][2900/7330] lr: 4.612e-07, eta: 21:24:51, time: 1.598, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1181, s0.acc: 95.6233, s0.loss_bbox: 0.1953, s0.loss_mask: 0.2065, s1.loss_cls: 0.0547, s1.acc: 95.8285, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1040, s2.loss_cls: 0.0276, s2.acc: 95.7178, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0496, loss: 0.9311 +2024-03-13 12:08:21,222 - mmdet - INFO - Epoch [30][2950/7330] lr: 4.612e-07, eta: 21:23:31, time: 1.584, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1172, s0.acc: 95.6431, s0.loss_bbox: 0.1941, s0.loss_mask: 0.2199, s1.loss_cls: 0.0543, s1.acc: 95.8473, s1.loss_bbox: 0.0914, s1.loss_mask: 0.1100, s2.loss_cls: 0.0280, s2.acc: 95.6561, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0522, loss: 0.9480 +2024-03-13 12:09:42,507 - mmdet - INFO - Epoch [30][3000/7330] lr: 4.612e-07, eta: 21:22:12, time: 1.626, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1231, s0.acc: 95.4583, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2171, s1.loss_cls: 0.0556, s1.acc: 95.7851, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1082, s2.loss_cls: 0.0281, s2.acc: 95.6498, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0508, loss: 0.9575 +2024-03-13 12:11:00,651 - mmdet - INFO - Epoch [30][3050/7330] lr: 4.612e-07, eta: 21:20:52, time: 1.563, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1174, s0.acc: 95.7874, s0.loss_bbox: 0.1883, s0.loss_mask: 0.2043, s1.loss_cls: 0.0549, s1.acc: 95.9745, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1025, s2.loss_cls: 0.0274, s2.acc: 95.8532, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0486, loss: 0.9111 +2024-03-13 12:12:19,626 - mmdet - INFO - Epoch [30][3100/7330] lr: 4.612e-07, eta: 21:19:32, time: 1.579, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1134, s0.acc: 95.7864, s0.loss_bbox: 0.1889, s0.loss_mask: 0.2096, s1.loss_cls: 0.0525, s1.acc: 96.0325, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1042, s2.loss_cls: 0.0266, s2.acc: 95.8000, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0493, loss: 0.9125 +2024-03-13 12:13:39,466 - mmdet - INFO - Epoch [30][3150/7330] lr: 4.612e-07, eta: 21:18:13, time: 1.597, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1166, s0.acc: 95.6465, s0.loss_bbox: 0.1970, s0.loss_mask: 0.2146, s1.loss_cls: 0.0544, s1.acc: 95.9172, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1072, s2.loss_cls: 0.0273, s2.acc: 95.7002, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0507, loss: 0.9389 +2024-03-13 12:14:59,983 - mmdet - INFO - Epoch [30][3200/7330] lr: 4.612e-07, eta: 21:16:53, time: 1.610, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1171, s0.acc: 95.6985, s0.loss_bbox: 0.1922, s0.loss_mask: 0.2165, s1.loss_cls: 0.0534, s1.acc: 95.9653, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1080, s2.loss_cls: 0.0272, s2.acc: 95.8764, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0514, loss: 0.9362 +2024-03-13 12:16:20,112 - mmdet - INFO - Epoch [30][3250/7330] lr: 4.612e-07, eta: 21:15:34, time: 1.603, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1159, s0.acc: 95.7385, s0.loss_bbox: 0.1920, s0.loss_mask: 0.2087, s1.loss_cls: 0.0537, s1.acc: 96.0511, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1044, s2.loss_cls: 0.0271, s2.acc: 95.7888, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0496, loss: 0.9240 +2024-03-13 12:17:42,735 - mmdet - INFO - Epoch [30][3300/7330] lr: 4.612e-07, eta: 21:14:15, time: 1.652, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1162, s0.acc: 95.7668, s0.loss_bbox: 0.1948, s0.loss_mask: 0.2105, s1.loss_cls: 0.0538, s1.acc: 95.9887, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1059, s2.loss_cls: 0.0276, s2.acc: 95.7627, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0503, loss: 0.9314 +2024-03-13 12:19:02,582 - mmdet - INFO - Epoch [30][3350/7330] lr: 4.612e-07, eta: 21:12:55, time: 1.597, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1110, s0.acc: 95.9148, s0.loss_bbox: 0.1816, s0.loss_mask: 0.2100, s1.loss_cls: 0.0509, s1.acc: 96.1541, s1.loss_bbox: 0.0860, s1.loss_mask: 0.1051, s2.loss_cls: 0.0260, s2.acc: 95.9729, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0499, loss: 0.8971 +2024-03-13 12:20:23,078 - mmdet - INFO - Epoch [30][3400/7330] lr: 4.612e-07, eta: 21:11:36, time: 1.610, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1156, s0.acc: 95.7883, s0.loss_bbox: 0.1907, s0.loss_mask: 0.2082, s1.loss_cls: 0.0528, s1.acc: 96.0429, s1.loss_bbox: 0.0909, s1.loss_mask: 0.1044, s2.loss_cls: 0.0267, s2.acc: 95.8944, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0495, loss: 0.9163 +2024-03-13 12:21:42,824 - mmdet - INFO - Epoch [30][3450/7330] lr: 4.612e-07, eta: 21:10:16, time: 1.595, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1238, s0.acc: 95.5015, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2174, s1.loss_cls: 0.0571, s1.acc: 95.7651, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1079, s2.loss_cls: 0.0289, s2.acc: 95.6423, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0504, loss: 0.9627 +2024-03-13 12:23:01,396 - mmdet - INFO - Epoch [30][3500/7330] lr: 4.612e-07, eta: 21:08:56, time: 1.571, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1245, s0.acc: 95.4285, s0.loss_bbox: 0.1978, s0.loss_mask: 0.2129, s1.loss_cls: 0.0580, s1.acc: 95.6377, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1053, s2.loss_cls: 0.0292, s2.acc: 95.5136, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0499, loss: 0.9530 +2024-03-13 12:24:18,222 - mmdet - INFO - Epoch [30][3550/7330] lr: 4.612e-07, eta: 21:07:36, time: 1.536, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0161, s0.loss_cls: 0.1092, s0.acc: 96.0288, s0.loss_bbox: 0.1775, s0.loss_mask: 0.2004, s1.loss_cls: 0.0503, s1.acc: 96.2803, s1.loss_bbox: 0.0845, s1.loss_mask: 0.1005, s2.loss_cls: 0.0256, s2.acc: 96.0749, s2.loss_bbox: 0.0353, s2.loss_mask: 0.0477, loss: 0.8676 +2024-03-13 12:25:35,450 - mmdet - INFO - Epoch [30][3600/7330] lr: 4.612e-07, eta: 21:06:16, time: 1.544, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1191, s0.acc: 95.6138, s0.loss_bbox: 0.1935, s0.loss_mask: 0.2104, s1.loss_cls: 0.0545, s1.acc: 95.8941, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1058, s2.loss_cls: 0.0273, s2.acc: 95.7839, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0505, loss: 0.9335 +2024-03-13 12:26:57,681 - mmdet - INFO - Epoch [30][3650/7330] lr: 4.612e-07, eta: 21:04:57, time: 1.645, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1167, s0.acc: 95.7131, s0.loss_bbox: 0.1896, s0.loss_mask: 0.2068, s1.loss_cls: 0.0540, s1.acc: 95.9308, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1043, s2.loss_cls: 0.0273, s2.acc: 95.8085, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0495, loss: 0.9199 +2024-03-13 12:28:14,146 - mmdet - INFO - Epoch [30][3700/7330] lr: 4.612e-07, eta: 21:03:36, time: 1.529, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1049, s0.acc: 96.1138, s0.loss_bbox: 0.1729, s0.loss_mask: 0.2005, s1.loss_cls: 0.0490, s1.acc: 96.3666, s1.loss_bbox: 0.0835, s1.loss_mask: 0.1015, s2.loss_cls: 0.0248, s2.acc: 96.3139, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0486, loss: 0.8581 +2024-03-13 12:29:35,866 - mmdet - INFO - Epoch [30][3750/7330] lr: 4.612e-07, eta: 21:02:17, time: 1.634, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1184, s0.acc: 95.7004, s0.loss_bbox: 0.1900, s0.loss_mask: 0.2113, s1.loss_cls: 0.0551, s1.acc: 95.8973, s1.loss_bbox: 0.0906, s1.loss_mask: 0.1054, s2.loss_cls: 0.0281, s2.acc: 95.6896, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0500, loss: 0.9287 +2024-03-13 12:30:57,216 - mmdet - INFO - Epoch [30][3800/7330] lr: 4.612e-07, eta: 21:00:58, time: 1.627, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1118, s0.acc: 95.9216, s0.loss_bbox: 0.1868, s0.loss_mask: 0.2063, s1.loss_cls: 0.0518, s1.acc: 96.0910, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1037, s2.loss_cls: 0.0262, s2.acc: 95.9008, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0492, loss: 0.9012 +2024-03-13 12:32:17,257 - mmdet - INFO - Epoch [30][3850/7330] lr: 4.612e-07, eta: 20:59:39, time: 1.601, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1206, s0.acc: 95.6589, s0.loss_bbox: 0.1896, s0.loss_mask: 0.2087, s1.loss_cls: 0.0558, s1.acc: 95.8478, s1.loss_bbox: 0.0897, s1.loss_mask: 0.1040, s2.loss_cls: 0.0281, s2.acc: 95.6857, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0494, loss: 0.9244 +2024-03-13 12:33:35,401 - mmdet - INFO - Epoch [30][3900/7330] lr: 4.612e-07, eta: 20:58:19, time: 1.563, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1258, s0.acc: 95.4988, s0.loss_bbox: 0.1946, s0.loss_mask: 0.2089, s1.loss_cls: 0.0578, s1.acc: 95.7562, s1.loss_bbox: 0.0905, s1.loss_mask: 0.1040, s2.loss_cls: 0.0286, s2.acc: 95.6794, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0493, loss: 0.9398 +2024-03-13 12:34:56,694 - mmdet - INFO - Epoch [30][3950/7330] lr: 4.612e-07, eta: 20:56:59, time: 1.626, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1220, s0.acc: 95.6140, s0.loss_bbox: 0.1930, s0.loss_mask: 0.2078, s1.loss_cls: 0.0567, s1.acc: 95.9186, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1034, s2.loss_cls: 0.0283, s2.acc: 95.7340, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0490, loss: 0.9310 +2024-03-13 12:36:18,994 - mmdet - INFO - Epoch [30][4000/7330] lr: 4.612e-07, eta: 20:55:40, time: 1.646, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1156, s0.acc: 95.7583, s0.loss_bbox: 0.1908, s0.loss_mask: 0.2096, s1.loss_cls: 0.0534, s1.acc: 95.9878, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1048, s2.loss_cls: 0.0269, s2.acc: 95.8029, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0499, loss: 0.9193 +2024-03-13 12:37:39,003 - mmdet - INFO - Epoch [30][4050/7330] lr: 4.612e-07, eta: 20:54:21, time: 1.600, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1212, s0.acc: 95.5652, s0.loss_bbox: 0.1985, s0.loss_mask: 0.2112, s1.loss_cls: 0.0561, s1.acc: 95.7416, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1061, s2.loss_cls: 0.0281, s2.acc: 95.5961, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0502, loss: 0.9465 +2024-03-13 12:38:57,822 - mmdet - INFO - Epoch [30][4100/7330] lr: 4.612e-07, eta: 20:53:01, time: 1.576, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1174, s0.acc: 95.7417, s0.loss_bbox: 0.1891, s0.loss_mask: 0.2110, s1.loss_cls: 0.0543, s1.acc: 96.0116, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1044, s2.loss_cls: 0.0271, s2.acc: 95.8358, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0490, loss: 0.9230 +2024-03-13 12:40:19,836 - mmdet - INFO - Epoch [30][4150/7330] lr: 4.612e-07, eta: 20:51:42, time: 1.640, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1209, s0.acc: 95.5588, s0.loss_bbox: 0.1929, s0.loss_mask: 0.2115, s1.loss_cls: 0.0560, s1.acc: 95.7813, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1050, s2.loss_cls: 0.0281, s2.acc: 95.6440, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0495, loss: 0.9303 +2024-03-13 12:41:39,463 - mmdet - INFO - Epoch [30][4200/7330] lr: 4.612e-07, eta: 20:50:22, time: 1.593, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1233, s0.acc: 95.4351, s0.loss_bbox: 0.1965, s0.loss_mask: 0.2109, s1.loss_cls: 0.0573, s1.acc: 95.7273, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1058, s2.loss_cls: 0.0288, s2.acc: 95.5835, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0502, loss: 0.9470 +2024-03-13 12:42:56,896 - mmdet - INFO - Epoch [30][4250/7330] lr: 4.612e-07, eta: 20:49:02, time: 1.549, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1173, s0.acc: 95.6780, s0.loss_bbox: 0.1917, s0.loss_mask: 0.2099, s1.loss_cls: 0.0543, s1.acc: 95.9346, s1.loss_bbox: 0.0904, s1.loss_mask: 0.1040, s2.loss_cls: 0.0277, s2.acc: 95.7022, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0493, loss: 0.9255 +2024-03-13 12:44:15,648 - mmdet - INFO - Epoch [30][4300/7330] lr: 4.612e-07, eta: 20:47:42, time: 1.575, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1112, s0.acc: 95.9082, s0.loss_bbox: 0.1809, s0.loss_mask: 0.2057, s1.loss_cls: 0.0513, s1.acc: 96.1854, s1.loss_bbox: 0.0865, s1.loss_mask: 0.1034, s2.loss_cls: 0.0261, s2.acc: 96.0871, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0490, loss: 0.8907 +2024-03-13 12:45:36,805 - mmdet - INFO - Epoch [30][4350/7330] lr: 4.612e-07, eta: 20:46:23, time: 1.623, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1198, s0.acc: 95.5977, s0.loss_bbox: 0.1907, s0.loss_mask: 0.2082, s1.loss_cls: 0.0561, s1.acc: 95.8616, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1037, s2.loss_cls: 0.0282, s2.acc: 95.7514, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0492, loss: 0.9278 +2024-03-13 12:46:50,989 - mmdet - INFO - Epoch [30][4400/7330] lr: 4.612e-07, eta: 20:45:02, time: 1.483, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1176, s0.acc: 95.6450, s0.loss_bbox: 0.1877, s0.loss_mask: 0.2024, s1.loss_cls: 0.0545, s1.acc: 95.7869, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1018, s2.loss_cls: 0.0275, s2.acc: 95.7229, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0484, loss: 0.9022 +2024-03-13 12:48:11,614 - mmdet - INFO - Epoch [30][4450/7330] lr: 4.612e-07, eta: 20:43:43, time: 1.613, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1202, s0.acc: 95.5510, s0.loss_bbox: 0.1939, s0.loss_mask: 0.2132, s1.loss_cls: 0.0567, s1.acc: 95.7282, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1069, s2.loss_cls: 0.0286, s2.acc: 95.5698, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0506, loss: 0.9442 +2024-03-13 12:49:32,293 - mmdet - INFO - Epoch [30][4500/7330] lr: 4.612e-07, eta: 20:42:23, time: 1.614, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1162, s0.acc: 95.7634, s0.loss_bbox: 0.1888, s0.loss_mask: 0.2080, s1.loss_cls: 0.0539, s1.acc: 95.9642, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1050, s2.loss_cls: 0.0271, s2.acc: 95.7891, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0498, loss: 0.9187 +2024-03-13 12:50:55,387 - mmdet - INFO - Epoch [30][4550/7330] lr: 4.612e-07, eta: 20:41:05, time: 1.662, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1203, s0.acc: 95.6233, s0.loss_bbox: 0.1936, s0.loss_mask: 0.2084, s1.loss_cls: 0.0560, s1.acc: 95.8222, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1048, s2.loss_cls: 0.0283, s2.acc: 95.6082, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0494, loss: 0.9310 +2024-03-13 12:52:11,525 - mmdet - INFO - Epoch [30][4600/7330] lr: 4.612e-07, eta: 20:39:44, time: 1.523, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1207, s0.acc: 95.6042, s0.loss_bbox: 0.1868, s0.loss_mask: 0.2095, s1.loss_cls: 0.0566, s1.acc: 95.7743, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1045, s2.loss_cls: 0.0286, s2.acc: 95.6322, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0494, loss: 0.9261 +2024-03-13 12:53:28,862 - mmdet - INFO - Epoch [30][4650/7330] lr: 4.612e-07, eta: 20:38:24, time: 1.547, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1170, s0.acc: 95.7817, s0.loss_bbox: 0.1887, s0.loss_mask: 0.2111, s1.loss_cls: 0.0538, s1.acc: 96.1198, s1.loss_bbox: 0.0880, s1.loss_mask: 0.1049, s2.loss_cls: 0.0272, s2.acc: 95.9641, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0494, loss: 0.9170 +2024-03-13 12:54:48,314 - mmdet - INFO - Epoch [30][4700/7330] lr: 4.612e-07, eta: 20:37:04, time: 1.589, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1179, s0.acc: 95.6938, s0.loss_bbox: 0.1921, s0.loss_mask: 0.2105, s1.loss_cls: 0.0539, s1.acc: 96.0449, s1.loss_bbox: 0.0912, s1.loss_mask: 0.1040, s2.loss_cls: 0.0269, s2.acc: 95.9473, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0495, loss: 0.9259 +2024-03-13 12:56:06,565 - mmdet - INFO - Epoch [30][4750/7330] lr: 4.612e-07, eta: 20:35:44, time: 1.565, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1217, s0.acc: 95.4924, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2139, s1.loss_cls: 0.0564, s1.acc: 95.7462, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1054, s2.loss_cls: 0.0284, s2.acc: 95.6662, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0495, loss: 0.9478 +2024-03-13 12:57:30,106 - mmdet - INFO - Epoch [30][4800/7330] lr: 4.612e-07, eta: 20:34:26, time: 1.671, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1251, s0.acc: 95.4084, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2124, s1.loss_cls: 0.0580, s1.acc: 95.6516, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1051, s2.loss_cls: 0.0298, s2.acc: 95.4275, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0495, loss: 0.9587 +2024-03-13 12:58:47,156 - mmdet - INFO - Epoch [30][4850/7330] lr: 4.612e-07, eta: 20:33:06, time: 1.541, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1170, s0.acc: 95.7310, s0.loss_bbox: 0.1938, s0.loss_mask: 0.2138, s1.loss_cls: 0.0540, s1.acc: 95.9550, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1069, s2.loss_cls: 0.0270, s2.acc: 95.7915, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0507, loss: 0.9315 +2024-03-13 13:00:07,316 - mmdet - INFO - Epoch [30][4900/7330] lr: 4.612e-07, eta: 20:31:46, time: 1.603, data_time: 0.209, memory: 23149, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1193, s0.acc: 95.6155, s0.loss_bbox: 0.1898, s0.loss_mask: 0.2094, s1.loss_cls: 0.0566, s1.acc: 95.7406, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1047, s2.loss_cls: 0.0287, s2.acc: 95.5793, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0495, loss: 0.9299 +2024-03-13 13:01:30,972 - mmdet - INFO - Epoch [30][4950/7330] lr: 4.612e-07, eta: 20:30:27, time: 1.673, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1155, s0.acc: 95.7617, s0.loss_bbox: 0.1926, s0.loss_mask: 0.2127, s1.loss_cls: 0.0539, s1.acc: 95.9310, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1057, s2.loss_cls: 0.0276, s2.acc: 95.7024, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0502, loss: 0.9279 +2024-03-13 13:02:54,859 - mmdet - INFO - Epoch [30][5000/7330] lr: 4.612e-07, eta: 20:29:09, time: 1.678, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1223, s0.acc: 95.4792, s0.loss_bbox: 0.2023, s0.loss_mask: 0.2152, s1.loss_cls: 0.0571, s1.acc: 95.6681, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1074, s2.loss_cls: 0.0290, s2.acc: 95.5226, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0509, loss: 0.9616 +2024-03-13 13:04:13,941 - mmdet - INFO - Epoch [30][5050/7330] lr: 4.612e-07, eta: 20:27:49, time: 1.582, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1167, s0.acc: 95.6646, s0.loss_bbox: 0.1913, s0.loss_mask: 0.2073, s1.loss_cls: 0.0537, s1.acc: 95.9226, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1026, s2.loss_cls: 0.0268, s2.acc: 95.8679, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0486, loss: 0.9180 +2024-03-13 13:05:35,142 - mmdet - INFO - Epoch [30][5100/7330] lr: 4.612e-07, eta: 20:26:29, time: 1.624, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1205, s0.acc: 95.5850, s0.loss_bbox: 0.1928, s0.loss_mask: 0.2139, s1.loss_cls: 0.0558, s1.acc: 95.8197, s1.loss_bbox: 0.0897, s1.loss_mask: 0.1059, s2.loss_cls: 0.0281, s2.acc: 95.6739, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0505, loss: 0.9407 +2024-03-13 13:06:55,550 - mmdet - INFO - Epoch [30][5150/7330] lr: 4.612e-07, eta: 20:25:10, time: 1.608, data_time: 0.212, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1141, s0.acc: 95.7397, s0.loss_bbox: 0.1843, s0.loss_mask: 0.2072, s1.loss_cls: 0.0526, s1.acc: 95.9875, s1.loss_bbox: 0.0882, s1.loss_mask: 0.1039, s2.loss_cls: 0.0265, s2.acc: 95.8473, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0494, loss: 0.9019 +2024-03-13 13:08:18,394 - mmdet - INFO - Epoch [30][5200/7330] lr: 4.612e-07, eta: 20:23:51, time: 1.657, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1139, s0.acc: 95.7642, s0.loss_bbox: 0.1844, s0.loss_mask: 0.2027, s1.loss_cls: 0.0528, s1.acc: 96.0034, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1013, s2.loss_cls: 0.0267, s2.acc: 95.9040, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0481, loss: 0.8960 +2024-03-13 13:09:38,443 - mmdet - INFO - Epoch [30][5250/7330] lr: 4.612e-07, eta: 20:22:32, time: 1.601, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1185, s0.acc: 95.6853, s0.loss_bbox: 0.1902, s0.loss_mask: 0.2111, s1.loss_cls: 0.0543, s1.acc: 95.9660, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1057, s2.loss_cls: 0.0275, s2.acc: 95.8197, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0498, loss: 0.9263 +2024-03-13 13:10:57,137 - mmdet - INFO - Epoch [30][5300/7330] lr: 4.612e-07, eta: 20:21:12, time: 1.574, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1198, s0.acc: 95.6458, s0.loss_bbox: 0.1967, s0.loss_mask: 0.2158, s1.loss_cls: 0.0567, s1.acc: 95.8010, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1076, s2.loss_cls: 0.0285, s2.acc: 95.6265, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0509, loss: 0.9492 +2024-03-13 13:12:16,477 - mmdet - INFO - Epoch [30][5350/7330] lr: 4.612e-07, eta: 20:19:52, time: 1.587, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1155, s0.acc: 95.6992, s0.loss_bbox: 0.1866, s0.loss_mask: 0.2098, s1.loss_cls: 0.0534, s1.acc: 95.9425, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1040, s2.loss_cls: 0.0269, s2.acc: 95.8595, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0493, loss: 0.9114 +2024-03-13 13:13:38,702 - mmdet - INFO - Epoch [30][5400/7330] lr: 4.612e-07, eta: 20:18:33, time: 1.644, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1184, s0.acc: 95.6265, s0.loss_bbox: 0.1935, s0.loss_mask: 0.2099, s1.loss_cls: 0.0558, s1.acc: 95.7882, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1049, s2.loss_cls: 0.0282, s2.acc: 95.6123, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0497, loss: 0.9343 +2024-03-13 13:14:54,874 - mmdet - INFO - Epoch [30][5450/7330] lr: 4.612e-07, eta: 20:17:13, time: 1.523, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1182, s0.acc: 95.7214, s0.loss_bbox: 0.1878, s0.loss_mask: 0.2105, s1.loss_cls: 0.0551, s1.acc: 95.9354, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1050, s2.loss_cls: 0.0278, s2.acc: 95.7586, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0498, loss: 0.9219 +2024-03-13 13:16:13,994 - mmdet - INFO - Epoch [30][5500/7330] lr: 4.612e-07, eta: 20:15:53, time: 1.582, data_time: 0.222, memory: 23149, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1088, s0.acc: 96.0503, s0.loss_bbox: 0.1780, s0.loss_mask: 0.2012, s1.loss_cls: 0.0507, s1.acc: 96.2752, s1.loss_bbox: 0.0848, s1.loss_mask: 0.1008, s2.loss_cls: 0.0255, s2.acc: 96.2339, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0481, loss: 0.8701 +2024-03-13 13:17:31,688 - mmdet - INFO - Epoch [30][5550/7330] lr: 4.612e-07, eta: 20:14:33, time: 1.554, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1200, s0.acc: 95.6436, s0.loss_bbox: 0.1907, s0.loss_mask: 0.2119, s1.loss_cls: 0.0552, s1.acc: 95.8629, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1056, s2.loss_cls: 0.0276, s2.acc: 95.8021, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0499, loss: 0.9272 +2024-03-13 13:18:56,140 - mmdet - INFO - Epoch [30][5600/7330] lr: 4.612e-07, eta: 20:13:14, time: 1.689, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1197, s0.acc: 95.5371, s0.loss_bbox: 0.1962, s0.loss_mask: 0.2143, s1.loss_cls: 0.0543, s1.acc: 95.8657, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1074, s2.loss_cls: 0.0274, s2.acc: 95.7350, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0513, loss: 0.9454 +2024-03-13 13:20:16,384 - mmdet - INFO - Epoch [30][5650/7330] lr: 4.612e-07, eta: 20:11:55, time: 1.605, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1212, s0.acc: 95.5969, s0.loss_bbox: 0.1937, s0.loss_mask: 0.2116, s1.loss_cls: 0.0561, s1.acc: 95.8470, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1044, s2.loss_cls: 0.0277, s2.acc: 95.8706, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0493, loss: 0.9333 +2024-03-13 13:21:35,964 - mmdet - INFO - Epoch [30][5700/7330] lr: 4.612e-07, eta: 20:10:35, time: 1.592, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1095, s0.acc: 95.9321, s0.loss_bbox: 0.1835, s0.loss_mask: 0.2061, s1.loss_cls: 0.0505, s1.acc: 96.1719, s1.loss_bbox: 0.0880, s1.loss_mask: 0.1028, s2.loss_cls: 0.0254, s2.acc: 96.0770, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0484, loss: 0.8926 +2024-03-13 13:22:54,710 - mmdet - INFO - Epoch [30][5750/7330] lr: 4.612e-07, eta: 20:09:15, time: 1.575, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1165, s0.acc: 95.7124, s0.loss_bbox: 0.1824, s0.loss_mask: 0.2072, s1.loss_cls: 0.0552, s1.acc: 95.8532, s1.loss_bbox: 0.0863, s1.loss_mask: 0.1032, s2.loss_cls: 0.0274, s2.acc: 95.8049, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0487, loss: 0.9009 +2024-03-13 13:24:15,885 - mmdet - INFO - Epoch [30][5800/7330] lr: 4.612e-07, eta: 20:07:56, time: 1.624, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1211, s0.acc: 95.5823, s0.loss_bbox: 0.1970, s0.loss_mask: 0.2122, s1.loss_cls: 0.0568, s1.acc: 95.7876, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1053, s2.loss_cls: 0.0289, s2.acc: 95.5686, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0499, loss: 0.9439 +2024-03-13 13:25:34,912 - mmdet - INFO - Epoch [30][5850/7330] lr: 4.612e-07, eta: 20:06:36, time: 1.581, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1138, s0.acc: 95.8318, s0.loss_bbox: 0.1803, s0.loss_mask: 0.2077, s1.loss_cls: 0.0529, s1.acc: 96.0199, s1.loss_bbox: 0.0860, s1.loss_mask: 0.1041, s2.loss_cls: 0.0266, s2.acc: 95.9454, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0498, loss: 0.8949 +2024-03-13 13:26:53,270 - mmdet - INFO - Epoch [30][5900/7330] lr: 4.612e-07, eta: 20:05:16, time: 1.567, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1184, s0.acc: 95.6858, s0.loss_bbox: 0.1939, s0.loss_mask: 0.2124, s1.loss_cls: 0.0544, s1.acc: 95.9582, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1049, s2.loss_cls: 0.0275, s2.acc: 95.7730, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0495, loss: 0.9311 +2024-03-13 13:28:11,037 - mmdet - INFO - Epoch [30][5950/7330] lr: 4.612e-07, eta: 20:03:56, time: 1.555, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1167, s0.acc: 95.7573, s0.loss_bbox: 0.1877, s0.loss_mask: 0.2069, s1.loss_cls: 0.0538, s1.acc: 96.0050, s1.loss_bbox: 0.0892, s1.loss_mask: 0.1037, s2.loss_cls: 0.0270, s2.acc: 95.8819, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0492, loss: 0.9119 +2024-03-13 13:29:31,346 - mmdet - INFO - Epoch [30][6000/7330] lr: 4.612e-07, eta: 20:02:37, time: 1.606, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1184, s0.acc: 95.6580, s0.loss_bbox: 0.1903, s0.loss_mask: 0.2093, s1.loss_cls: 0.0552, s1.acc: 95.8861, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1041, s2.loss_cls: 0.0280, s2.acc: 95.7839, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0493, loss: 0.9234 +2024-03-13 13:30:53,960 - mmdet - INFO - Epoch [30][6050/7330] lr: 4.612e-07, eta: 20:01:18, time: 1.653, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1179, s0.acc: 95.6362, s0.loss_bbox: 0.1904, s0.loss_mask: 0.2080, s1.loss_cls: 0.0553, s1.acc: 95.8029, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1049, s2.loss_cls: 0.0279, s2.acc: 95.5481, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0498, loss: 0.9233 +2024-03-13 13:32:13,983 - mmdet - INFO - Epoch [30][6100/7330] lr: 4.612e-07, eta: 19:59:58, time: 1.600, data_time: 0.110, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1161, s0.acc: 95.7012, s0.loss_bbox: 0.1939, s0.loss_mask: 0.2114, s1.loss_cls: 0.0542, s1.acc: 95.9133, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1062, s2.loss_cls: 0.0273, s2.acc: 95.8233, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0504, loss: 0.9299 +2024-03-13 13:33:32,498 - mmdet - INFO - Epoch [30][6150/7330] lr: 4.612e-07, eta: 19:58:38, time: 1.570, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1187, s0.acc: 95.6318, s0.loss_bbox: 0.1915, s0.loss_mask: 0.2047, s1.loss_cls: 0.0544, s1.acc: 95.9538, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1030, s2.loss_cls: 0.0275, s2.acc: 95.8308, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0488, loss: 0.9183 +2024-03-13 13:34:54,662 - mmdet - INFO - Epoch [30][6200/7330] lr: 4.612e-07, eta: 19:57:19, time: 1.643, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1201, s0.acc: 95.5940, s0.loss_bbox: 0.1894, s0.loss_mask: 0.2045, s1.loss_cls: 0.0555, s1.acc: 95.8668, s1.loss_bbox: 0.0887, s1.loss_mask: 0.1014, s2.loss_cls: 0.0283, s2.acc: 95.6871, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0479, loss: 0.9160 +2024-03-13 13:36:16,413 - mmdet - INFO - Epoch [30][6250/7330] lr: 4.612e-07, eta: 19:56:00, time: 1.635, data_time: 0.224, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1188, s0.acc: 95.6501, s0.loss_bbox: 0.1881, s0.loss_mask: 0.2108, s1.loss_cls: 0.0555, s1.acc: 95.8456, s1.loss_bbox: 0.0892, s1.loss_mask: 0.1053, s2.loss_cls: 0.0283, s2.acc: 95.6538, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0499, loss: 0.9232 +2024-03-13 13:37:35,865 - mmdet - INFO - Epoch [30][6300/7330] lr: 4.612e-07, eta: 19:54:40, time: 1.589, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1256, s0.acc: 95.4409, s0.loss_bbox: 0.2013, s0.loss_mask: 0.2136, s1.loss_cls: 0.0586, s1.acc: 95.5912, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1068, s2.loss_cls: 0.0297, s2.acc: 95.4589, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0505, loss: 0.9644 +2024-03-13 13:38:52,547 - mmdet - INFO - Epoch [30][6350/7330] lr: 4.612e-07, eta: 19:53:20, time: 1.534, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1169, s0.acc: 95.6750, s0.loss_bbox: 0.1986, s0.loss_mask: 0.2104, s1.loss_cls: 0.0541, s1.acc: 95.8842, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1049, s2.loss_cls: 0.0273, s2.acc: 95.7850, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0499, loss: 0.9371 +2024-03-13 13:40:10,921 - mmdet - INFO - Epoch [30][6400/7330] lr: 4.612e-07, eta: 19:52:00, time: 1.568, data_time: 0.117, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1173, s0.acc: 95.7004, s0.loss_bbox: 0.1928, s0.loss_mask: 0.2095, s1.loss_cls: 0.0545, s1.acc: 95.9395, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1055, s2.loss_cls: 0.0277, s2.acc: 95.7928, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0501, loss: 0.9267 +2024-03-13 13:41:29,643 - mmdet - INFO - Epoch [30][6450/7330] lr: 4.612e-07, eta: 19:50:41, time: 1.574, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1181, s0.acc: 95.6804, s0.loss_bbox: 0.1942, s0.loss_mask: 0.2095, s1.loss_cls: 0.0545, s1.acc: 95.9323, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1054, s2.loss_cls: 0.0277, s2.acc: 95.7261, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0501, loss: 0.9342 +2024-03-13 13:42:50,187 - mmdet - INFO - Epoch [30][6500/7330] lr: 4.612e-07, eta: 19:49:21, time: 1.611, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1152, s0.acc: 95.7356, s0.loss_bbox: 0.1899, s0.loss_mask: 0.2083, s1.loss_cls: 0.0538, s1.acc: 95.9708, s1.loss_bbox: 0.0897, s1.loss_mask: 0.1038, s2.loss_cls: 0.0271, s2.acc: 95.8269, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0489, loss: 0.9143 +2024-03-13 13:44:09,142 - mmdet - INFO - Epoch [30][6550/7330] lr: 4.612e-07, eta: 19:48:01, time: 1.579, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1183, s0.acc: 95.6392, s0.loss_bbox: 0.1916, s0.loss_mask: 0.2096, s1.loss_cls: 0.0554, s1.acc: 95.8581, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1045, s2.loss_cls: 0.0277, s2.acc: 95.7182, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0497, loss: 0.9227 +2024-03-13 13:45:25,580 - mmdet - INFO - Epoch [30][6600/7330] lr: 4.612e-07, eta: 19:46:41, time: 1.529, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1163, s0.acc: 95.7886, s0.loss_bbox: 0.1866, s0.loss_mask: 0.2110, s1.loss_cls: 0.0536, s1.acc: 96.0177, s1.loss_bbox: 0.0882, s1.loss_mask: 0.1055, s2.loss_cls: 0.0268, s2.acc: 95.8569, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0499, loss: 0.9173 +2024-03-13 13:46:47,795 - mmdet - INFO - Epoch [30][6650/7330] lr: 4.612e-07, eta: 19:45:22, time: 1.644, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1208, s0.acc: 95.5354, s0.loss_bbox: 0.1960, s0.loss_mask: 0.2115, s1.loss_cls: 0.0561, s1.acc: 95.7777, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1058, s2.loss_cls: 0.0285, s2.acc: 95.6390, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0501, loss: 0.9427 +2024-03-13 13:48:06,871 - mmdet - INFO - Epoch [30][6700/7330] lr: 4.612e-07, eta: 19:44:02, time: 1.582, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1192, s0.acc: 95.6528, s0.loss_bbox: 0.1919, s0.loss_mask: 0.2075, s1.loss_cls: 0.0557, s1.acc: 95.8579, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1032, s2.loss_cls: 0.0285, s2.acc: 95.6841, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0483, loss: 0.9276 +2024-03-13 13:49:26,442 - mmdet - INFO - Epoch [30][6750/7330] lr: 4.612e-07, eta: 19:42:43, time: 1.591, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1179, s0.acc: 95.7014, s0.loss_bbox: 0.1928, s0.loss_mask: 0.2089, s1.loss_cls: 0.0548, s1.acc: 95.9682, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1047, s2.loss_cls: 0.0275, s2.acc: 95.8403, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0499, loss: 0.9293 +2024-03-13 13:50:45,157 - mmdet - INFO - Epoch [30][6800/7330] lr: 4.612e-07, eta: 19:41:23, time: 1.574, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1171, s0.acc: 95.7783, s0.loss_bbox: 0.1865, s0.loss_mask: 0.2129, s1.loss_cls: 0.0546, s1.acc: 95.9958, s1.loss_bbox: 0.0884, s1.loss_mask: 0.1060, s2.loss_cls: 0.0272, s2.acc: 95.9284, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0502, loss: 0.9196 +2024-03-13 13:52:05,822 - mmdet - INFO - Epoch [30][6850/7330] lr: 4.612e-07, eta: 19:40:03, time: 1.613, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1165, s0.acc: 95.7590, s0.loss_bbox: 0.1946, s0.loss_mask: 0.2109, s1.loss_cls: 0.0536, s1.acc: 95.9763, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1050, s2.loss_cls: 0.0270, s2.acc: 95.8064, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0500, loss: 0.9290 +2024-03-13 13:53:25,146 - mmdet - INFO - Epoch [30][6900/7330] lr: 4.612e-07, eta: 19:38:44, time: 1.587, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1177, s0.acc: 95.7590, s0.loss_bbox: 0.1896, s0.loss_mask: 0.2095, s1.loss_cls: 0.0546, s1.acc: 96.0070, s1.loss_bbox: 0.0888, s1.loss_mask: 0.1049, s2.loss_cls: 0.0274, s2.acc: 95.8887, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0496, loss: 0.9198 +2024-03-13 13:54:47,119 - mmdet - INFO - Epoch [30][6950/7330] lr: 4.612e-07, eta: 19:37:25, time: 1.639, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1180, s0.acc: 95.7156, s0.loss_bbox: 0.1911, s0.loss_mask: 0.2097, s1.loss_cls: 0.0539, s1.acc: 96.0161, s1.loss_bbox: 0.0906, s1.loss_mask: 0.1040, s2.loss_cls: 0.0275, s2.acc: 95.8188, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0493, loss: 0.9217 +2024-03-13 13:56:05,566 - mmdet - INFO - Epoch [30][7000/7330] lr: 4.612e-07, eta: 19:36:05, time: 1.569, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1144, s0.acc: 95.8562, s0.loss_bbox: 0.1826, s0.loss_mask: 0.2042, s1.loss_cls: 0.0522, s1.acc: 96.1283, s1.loss_bbox: 0.0866, s1.loss_mask: 0.1021, s2.loss_cls: 0.0264, s2.acc: 95.9946, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0481, loss: 0.8924 +2024-03-13 13:57:23,206 - mmdet - INFO - Epoch [30][7050/7330] lr: 4.612e-07, eta: 19:34:45, time: 1.553, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1224, s0.acc: 95.5044, s0.loss_bbox: 0.1977, s0.loss_mask: 0.2119, s1.loss_cls: 0.0569, s1.acc: 95.7320, s1.loss_bbox: 0.0912, s1.loss_mask: 0.1048, s2.loss_cls: 0.0283, s2.acc: 95.6669, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0498, loss: 0.9454 +2024-03-13 13:58:45,163 - mmdet - INFO - Epoch [30][7100/7330] lr: 4.612e-07, eta: 19:33:25, time: 1.639, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1156, s0.acc: 95.7266, s0.loss_bbox: 0.1851, s0.loss_mask: 0.2062, s1.loss_cls: 0.0536, s1.acc: 96.0113, s1.loss_bbox: 0.0875, s1.loss_mask: 0.1023, s2.loss_cls: 0.0274, s2.acc: 95.8069, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0483, loss: 0.9049 +2024-03-13 14:00:00,549 - mmdet - INFO - Epoch [30][7150/7330] lr: 4.612e-07, eta: 19:32:05, time: 1.508, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1154, s0.acc: 95.8145, s0.loss_bbox: 0.1833, s0.loss_mask: 0.2068, s1.loss_cls: 0.0537, s1.acc: 96.0383, s1.loss_bbox: 0.0872, s1.loss_mask: 0.1032, s2.loss_cls: 0.0270, s2.acc: 95.8647, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0494, loss: 0.9042 +2024-03-13 14:01:16,187 - mmdet - INFO - Epoch [30][7200/7330] lr: 4.612e-07, eta: 19:30:45, time: 1.513, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1208, s0.acc: 95.5586, s0.loss_bbox: 0.1989, s0.loss_mask: 0.2129, s1.loss_cls: 0.0561, s1.acc: 95.7897, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1053, s2.loss_cls: 0.0282, s2.acc: 95.6210, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0496, loss: 0.9485 +2024-03-13 14:02:36,250 - mmdet - INFO - Epoch [30][7250/7330] lr: 4.612e-07, eta: 19:29:25, time: 1.601, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1122, s0.acc: 95.8408, s0.loss_bbox: 0.1841, s0.loss_mask: 0.2058, s1.loss_cls: 0.0535, s1.acc: 95.9552, s1.loss_bbox: 0.0873, s1.loss_mask: 0.1032, s2.loss_cls: 0.0271, s2.acc: 95.7635, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0487, loss: 0.9002 +2024-03-13 14:03:55,347 - mmdet - INFO - Epoch [30][7300/7330] lr: 4.612e-07, eta: 19:28:05, time: 1.582, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1081, s0.acc: 96.0388, s0.loss_bbox: 0.1839, s0.loss_mask: 0.2052, s1.loss_cls: 0.0502, s1.acc: 96.2533, s1.loss_bbox: 0.0872, s1.loss_mask: 0.1017, s2.loss_cls: 0.0255, s2.acc: 96.0998, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0482, loss: 0.8826 +2024-03-13 14:04:35,823 - mmdet - INFO - Saving checkpoint at 30 epochs +2024-03-13 14:11:21,370 - mmdet - INFO - Evaluating bbox... +2024-03-13 14:11:53,807 - 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 ] = 0.703 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.564 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.350 + 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 ] = 0.667 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.644 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.644 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.644 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.474 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.680 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.792 + +2024-03-13 14:11:53,808 - mmdet - INFO - Evaluating segm... +2024-03-13 14:12:26,711 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.451 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.682 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.487 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.261 + 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 ] = 0.634 + 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 ] = 0.602 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.720 + +2024-03-13 14:12:27,243 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-13 14:12:27,244 - mmdet - INFO - Epoch(val) [30][1250] bbox_mAP: 0.5190, bbox_mAP_50: 0.7030, bbox_mAP_75: 0.5640, bbox_mAP_s: 0.3500, bbox_mAP_m: 0.5560, bbox_mAP_l: 0.6670, bbox_mAP_copypaste: 0.519 0.703 0.564 0.350 0.556 0.667, segm_mAP: 0.4510, segm_mAP_50: 0.6820, segm_mAP_75: 0.4870, segm_mAP_s: 0.2610, segm_mAP_m: 0.4810, segm_mAP_l: 0.6340, segm_mAP_copypaste: 0.451 0.682 0.487 0.261 0.481 0.634 +2024-03-13 14:13:52,141 - mmdet - INFO - Epoch [31][50/7330] lr: 4.612e-07, eta: 19:25:49, time: 1.695, data_time: 0.226, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1123, s0.acc: 95.9604, s0.loss_bbox: 0.1837, s0.loss_mask: 0.2064, s1.loss_cls: 0.0509, s1.acc: 96.2223, s1.loss_bbox: 0.0873, s1.loss_mask: 0.1037, s2.loss_cls: 0.0260, s2.acc: 96.0602, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0495, loss: 0.8948 +2024-03-13 14:15:19,151 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-13 14:15:19,152 - mmdet - INFO - Epoch [31][100/7330] lr: 4.612e-07, eta: 19:24:31, time: 1.740, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1170, s0.acc: 95.5898, s0.loss_bbox: 0.1945, s0.loss_mask: 0.2119, s1.loss_cls: 0.0546, s1.acc: 95.7974, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1055, s2.loss_cls: 0.0277, s2.acc: 95.6193, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0503, loss: 0.9337 +2024-03-13 14:16:38,794 - mmdet - INFO - Epoch [31][150/7330] lr: 4.612e-07, eta: 19:23:12, time: 1.593, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1179, s0.acc: 95.6689, s0.loss_bbox: 0.1967, s0.loss_mask: 0.2157, s1.loss_cls: 0.0550, s1.acc: 95.9341, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1077, s2.loss_cls: 0.0280, s2.acc: 95.7213, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0509, loss: 0.9425 +2024-03-13 14:17:58,977 - mmdet - INFO - Epoch [31][200/7330] lr: 4.612e-07, eta: 19:21:52, time: 1.604, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1215, s0.acc: 95.6064, s0.loss_bbox: 0.1889, s0.loss_mask: 0.2092, s1.loss_cls: 0.0563, s1.acc: 95.8260, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1039, s2.loss_cls: 0.0278, s2.acc: 95.7847, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0493, loss: 0.9218 +2024-03-13 14:19:19,579 - mmdet - INFO - Epoch [31][250/7330] lr: 4.612e-07, eta: 19:20:33, time: 1.612, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1132, s0.acc: 95.8857, s0.loss_bbox: 0.1860, s0.loss_mask: 0.2093, s1.loss_cls: 0.0515, s1.acc: 96.2150, s1.loss_bbox: 0.0878, s1.loss_mask: 0.1045, s2.loss_cls: 0.0261, s2.acc: 96.1203, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0496, loss: 0.9047 +2024-03-13 14:20:40,045 - mmdet - INFO - Epoch [31][300/7330] lr: 4.612e-07, eta: 19:19:13, time: 1.609, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1203, s0.acc: 95.5532, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2102, s1.loss_cls: 0.0552, s1.acc: 95.7876, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1041, s2.loss_cls: 0.0278, s2.acc: 95.6520, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0492, loss: 0.9401 +2024-03-13 14:22:06,164 - mmdet - INFO - Epoch [31][350/7330] lr: 4.612e-07, eta: 19:17:55, time: 1.722, data_time: 0.217, memory: 23149, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1219, s0.acc: 95.5164, s0.loss_bbox: 0.1971, s0.loss_mask: 0.2156, s1.loss_cls: 0.0568, s1.acc: 95.8124, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1081, s2.loss_cls: 0.0289, s2.acc: 95.6403, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0513, loss: 0.9550 +2024-03-13 14:23:25,319 - mmdet - INFO - Epoch [31][400/7330] lr: 4.612e-07, eta: 19:16:35, time: 1.583, data_time: 0.115, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1131, s0.acc: 95.7529, s0.loss_bbox: 0.1838, s0.loss_mask: 0.2054, s1.loss_cls: 0.0525, s1.acc: 95.9683, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1027, s2.loss_cls: 0.0264, s2.acc: 95.8352, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0488, loss: 0.8966 +2024-03-13 14:24:45,502 - mmdet - INFO - Epoch [31][450/7330] lr: 4.612e-07, eta: 19:15:16, time: 1.604, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1181, s0.acc: 95.6797, s0.loss_bbox: 0.1901, s0.loss_mask: 0.2130, s1.loss_cls: 0.0550, s1.acc: 95.9227, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1069, s2.loss_cls: 0.0278, s2.acc: 95.7707, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0509, loss: 0.9322 +2024-03-13 14:26:04,906 - mmdet - INFO - Epoch [31][500/7330] lr: 4.612e-07, eta: 19:13:56, time: 1.588, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1119, s0.acc: 95.8462, s0.loss_bbox: 0.1833, s0.loss_mask: 0.2031, s1.loss_cls: 0.0522, s1.acc: 96.0734, s1.loss_bbox: 0.0871, s1.loss_mask: 0.1021, s2.loss_cls: 0.0263, s2.acc: 95.9280, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0483, loss: 0.8911 +2024-03-13 14:27:25,512 - mmdet - INFO - Epoch [31][550/7330] lr: 4.612e-07, eta: 19:12:37, time: 1.612, data_time: 0.195, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1143, s0.acc: 95.7888, s0.loss_bbox: 0.1910, s0.loss_mask: 0.2023, s1.loss_cls: 0.0525, s1.acc: 96.0500, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1004, s2.loss_cls: 0.0261, s2.acc: 96.0015, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0477, loss: 0.9054 +2024-03-13 14:28:44,362 - mmdet - INFO - Epoch [31][600/7330] lr: 4.612e-07, eta: 19:11:17, time: 1.577, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1082, s0.acc: 96.0671, s0.loss_bbox: 0.1759, s0.loss_mask: 0.2033, s1.loss_cls: 0.0502, s1.acc: 96.3274, s1.loss_bbox: 0.0835, s1.loss_mask: 0.1015, s2.loss_cls: 0.0251, s2.acc: 96.1877, s2.loss_bbox: 0.0346, s2.loss_mask: 0.0484, loss: 0.8683 +2024-03-13 14:30:06,622 - mmdet - INFO - Epoch [31][650/7330] lr: 4.612e-07, eta: 19:09:58, time: 1.645, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1157, s0.acc: 95.7637, s0.loss_bbox: 0.1872, s0.loss_mask: 0.2049, s1.loss_cls: 0.0532, s1.acc: 96.0713, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1030, s2.loss_cls: 0.0266, s2.acc: 95.8747, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0491, loss: 0.9065 +2024-03-13 14:31:27,948 - mmdet - INFO - Epoch [31][700/7330] lr: 4.612e-07, eta: 19:08:38, time: 1.626, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1194, s0.acc: 95.6143, s0.loss_bbox: 0.1959, s0.loss_mask: 0.2099, s1.loss_cls: 0.0548, s1.acc: 95.8771, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1048, s2.loss_cls: 0.0278, s2.acc: 95.6942, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0498, loss: 0.9354 +2024-03-13 14:32:48,144 - mmdet - INFO - Epoch [31][750/7330] lr: 4.612e-07, eta: 19:07:19, time: 1.604, data_time: 0.229, memory: 23149, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1235, s0.acc: 95.4539, s0.loss_bbox: 0.2011, s0.loss_mask: 0.2175, s1.loss_cls: 0.0578, s1.acc: 95.7274, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1083, s2.loss_cls: 0.0290, s2.acc: 95.5993, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0514, loss: 0.9682 +2024-03-13 14:34:07,209 - mmdet - INFO - Epoch [31][800/7330] lr: 4.612e-07, eta: 19:05:59, time: 1.581, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1192, s0.acc: 95.6436, s0.loss_bbox: 0.1917, s0.loss_mask: 0.2115, s1.loss_cls: 0.0552, s1.acc: 95.9231, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1052, s2.loss_cls: 0.0276, s2.acc: 95.7631, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0501, loss: 0.9286 +2024-03-13 14:35:31,270 - mmdet - INFO - Epoch [31][850/7330] lr: 4.612e-07, eta: 19:04:40, time: 1.681, data_time: 0.237, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1171, s0.acc: 95.7075, s0.loss_bbox: 0.1898, s0.loss_mask: 0.2093, s1.loss_cls: 0.0543, s1.acc: 95.8867, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1046, s2.loss_cls: 0.0272, s2.acc: 95.8165, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0497, loss: 0.9184 +2024-03-13 14:36:48,976 - mmdet - INFO - Epoch [31][900/7330] lr: 4.612e-07, eta: 19:03:20, time: 1.554, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1130, s0.acc: 95.8274, s0.loss_bbox: 0.1871, s0.loss_mask: 0.2075, s1.loss_cls: 0.0522, s1.acc: 96.1171, s1.loss_bbox: 0.0889, s1.loss_mask: 0.1047, s2.loss_cls: 0.0267, s2.acc: 95.8894, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0496, loss: 0.9069 +2024-03-13 14:38:08,065 - mmdet - INFO - Epoch [31][950/7330] lr: 4.612e-07, eta: 19:02:01, time: 1.582, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1134, s0.acc: 95.8577, s0.loss_bbox: 0.1863, s0.loss_mask: 0.2078, s1.loss_cls: 0.0523, s1.acc: 96.0923, s1.loss_bbox: 0.0881, s1.loss_mask: 0.1044, s2.loss_cls: 0.0263, s2.acc: 95.9859, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0496, loss: 0.9062 +2024-03-13 14:39:27,565 - mmdet - INFO - Epoch [31][1000/7330] lr: 4.612e-07, eta: 19:00:41, time: 1.590, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1152, s0.acc: 95.7510, s0.loss_bbox: 0.1909, s0.loss_mask: 0.2095, s1.loss_cls: 0.0536, s1.acc: 95.9336, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1049, s2.loss_cls: 0.0269, s2.acc: 95.8132, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0497, loss: 0.9185 +2024-03-13 14:40:44,302 - mmdet - INFO - Epoch [31][1050/7330] lr: 4.612e-07, eta: 18:59:21, time: 1.535, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1126, s0.acc: 95.8689, s0.loss_bbox: 0.1863, s0.loss_mask: 0.2075, s1.loss_cls: 0.0526, s1.acc: 96.1334, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1042, s2.loss_cls: 0.0266, s2.acc: 95.9541, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0493, loss: 0.9046 +2024-03-13 14:42:04,260 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-13 14:42:04,260 - mmdet - INFO - Epoch [31][1100/7330] lr: 4.612e-07, eta: 18:58:01, time: 1.599, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1068, s0.acc: 96.1101, s0.loss_bbox: 0.1797, s0.loss_mask: 0.2046, s1.loss_cls: 0.0486, s1.acc: 96.4187, s1.loss_bbox: 0.0858, s1.loss_mask: 0.1016, s2.loss_cls: 0.0246, s2.acc: 96.3367, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0482, loss: 0.8742 +2024-03-13 14:43:21,155 - mmdet - INFO - Epoch [31][1150/7330] lr: 4.612e-07, eta: 18:56:41, time: 1.538, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1170, s0.acc: 95.6484, s0.loss_bbox: 0.1928, s0.loss_mask: 0.2076, s1.loss_cls: 0.0548, s1.acc: 95.8813, s1.loss_bbox: 0.0905, s1.loss_mask: 0.1033, s2.loss_cls: 0.0274, s2.acc: 95.8281, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0490, loss: 0.9246 +2024-03-13 14:44:38,288 - mmdet - INFO - Epoch [31][1200/7330] lr: 4.612e-07, eta: 18:55:21, time: 1.543, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1148, s0.acc: 95.8101, s0.loss_bbox: 0.1831, s0.loss_mask: 0.2084, s1.loss_cls: 0.0535, s1.acc: 96.0602, s1.loss_bbox: 0.0877, s1.loss_mask: 0.1041, s2.loss_cls: 0.0269, s2.acc: 95.9920, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0491, loss: 0.9046 +2024-03-13 14:45:58,280 - mmdet - INFO - Epoch [31][1250/7330] lr: 4.612e-07, eta: 18:54:02, time: 1.600, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1201, s0.acc: 95.6428, s0.loss_bbox: 0.1971, s0.loss_mask: 0.2129, s1.loss_cls: 0.0550, s1.acc: 95.9265, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1056, s2.loss_cls: 0.0279, s2.acc: 95.7068, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0497, loss: 0.9397 +2024-03-13 14:47:16,939 - mmdet - INFO - Epoch [31][1300/7330] lr: 4.612e-07, eta: 18:52:42, time: 1.573, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1044, s0.acc: 96.1631, s0.loss_bbox: 0.1761, s0.loss_mask: 0.2048, s1.loss_cls: 0.0484, s1.acc: 96.3991, s1.loss_bbox: 0.0831, s1.loss_mask: 0.1023, s2.loss_cls: 0.0244, s2.acc: 96.2985, s2.loss_bbox: 0.0343, s2.loss_mask: 0.0485, loss: 0.8655 +2024-03-13 14:48:37,062 - mmdet - INFO - Epoch [31][1350/7330] lr: 4.612e-07, eta: 18:51:22, time: 1.602, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1204, s0.acc: 95.5056, s0.loss_bbox: 0.1944, s0.loss_mask: 0.2095, s1.loss_cls: 0.0567, s1.acc: 95.6304, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1037, s2.loss_cls: 0.0284, s2.acc: 95.5545, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0492, loss: 0.9325 +2024-03-13 14:50:01,013 - mmdet - INFO - Epoch [31][1400/7330] lr: 4.612e-07, eta: 18:50:03, time: 1.679, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1271, s0.acc: 95.4211, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2142, s1.loss_cls: 0.0590, s1.acc: 95.6370, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1064, s2.loss_cls: 0.0301, s2.acc: 95.4371, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0506, loss: 0.9731 +2024-03-13 14:51:21,382 - mmdet - INFO - Epoch [31][1450/7330] lr: 4.612e-07, eta: 18:48:44, time: 1.608, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1166, s0.acc: 95.6968, s0.loss_bbox: 0.1934, s0.loss_mask: 0.2139, s1.loss_cls: 0.0537, s1.acc: 96.0023, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1065, s2.loss_cls: 0.0272, s2.acc: 95.8328, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0505, loss: 0.9323 +2024-03-13 14:52:40,884 - mmdet - INFO - Epoch [31][1500/7330] lr: 4.612e-07, eta: 18:47:24, time: 1.590, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1124, s0.acc: 95.8569, s0.loss_bbox: 0.1894, s0.loss_mask: 0.2127, s1.loss_cls: 0.0521, s1.acc: 96.0963, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1058, s2.loss_cls: 0.0266, s2.acc: 95.8417, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0499, loss: 0.9172 +2024-03-13 14:53:59,627 - mmdet - INFO - Epoch [31][1550/7330] lr: 4.612e-07, eta: 18:46:05, time: 1.575, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1170, s0.acc: 95.6377, s0.loss_bbox: 0.1902, s0.loss_mask: 0.2111, s1.loss_cls: 0.0540, s1.acc: 95.8974, s1.loss_bbox: 0.0897, s1.loss_mask: 0.1044, s2.loss_cls: 0.0269, s2.acc: 95.7687, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0494, loss: 0.9232 +2024-03-13 14:55:16,487 - mmdet - INFO - Epoch [31][1600/7330] lr: 4.612e-07, eta: 18:44:44, time: 1.537, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1140, s0.acc: 95.8477, s0.loss_bbox: 0.1907, s0.loss_mask: 0.2125, s1.loss_cls: 0.0522, s1.acc: 96.1494, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1063, s2.loss_cls: 0.0264, s2.acc: 96.0023, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0508, loss: 0.9236 +2024-03-13 14:56:31,394 - mmdet - INFO - Epoch [31][1650/7330] lr: 4.612e-07, eta: 18:43:24, time: 1.498, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1156, s0.acc: 95.8049, s0.loss_bbox: 0.1872, s0.loss_mask: 0.2063, s1.loss_cls: 0.0540, s1.acc: 96.0430, s1.loss_bbox: 0.0878, s1.loss_mask: 0.1034, s2.loss_cls: 0.0270, s2.acc: 95.9141, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0494, loss: 0.9066 +2024-03-13 14:57:53,619 - mmdet - INFO - Epoch [31][1700/7330] lr: 4.612e-07, eta: 18:42:05, time: 1.645, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1163, s0.acc: 95.7136, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2128, s1.loss_cls: 0.0540, s1.acc: 95.9388, s1.loss_bbox: 0.0914, s1.loss_mask: 0.1052, s2.loss_cls: 0.0276, s2.acc: 95.7510, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0498, loss: 0.9306 +2024-03-13 14:59:13,326 - mmdet - INFO - Epoch [31][1750/7330] lr: 4.612e-07, eta: 18:40:45, time: 1.594, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1152, s0.acc: 95.8508, s0.loss_bbox: 0.1885, s0.loss_mask: 0.2073, s1.loss_cls: 0.0530, s1.acc: 96.0460, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1056, s2.loss_cls: 0.0265, s2.acc: 95.9167, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0503, loss: 0.9121 +2024-03-13 15:00:29,660 - mmdet - INFO - Epoch [31][1800/7330] lr: 4.612e-07, eta: 18:39:25, time: 1.527, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1123, s0.acc: 95.8621, s0.loss_bbox: 0.1887, s0.loss_mask: 0.2078, s1.loss_cls: 0.0522, s1.acc: 96.1003, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1035, s2.loss_cls: 0.0267, s2.acc: 95.8574, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0493, loss: 0.9057 +2024-03-13 15:01:53,565 - mmdet - INFO - Epoch [31][1850/7330] lr: 4.612e-07, eta: 18:38:06, time: 1.678, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1157, s0.acc: 95.7754, s0.loss_bbox: 0.1864, s0.loss_mask: 0.2079, s1.loss_cls: 0.0539, s1.acc: 96.0180, s1.loss_bbox: 0.0880, s1.loss_mask: 0.1046, s2.loss_cls: 0.0272, s2.acc: 95.8166, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0499, loss: 0.9131 +2024-03-13 15:03:13,930 - mmdet - INFO - Epoch [31][1900/7330] lr: 4.612e-07, eta: 18:36:47, time: 1.607, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1106, s0.acc: 95.9287, s0.loss_bbox: 0.1848, s0.loss_mask: 0.2024, s1.loss_cls: 0.0508, s1.acc: 96.1354, s1.loss_bbox: 0.0878, s1.loss_mask: 0.1012, s2.loss_cls: 0.0257, s2.acc: 96.0074, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0479, loss: 0.8883 +2024-03-13 15:04:32,706 - mmdet - INFO - Epoch [31][1950/7330] lr: 4.612e-07, eta: 18:35:27, time: 1.576, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1106, s0.acc: 95.9072, s0.loss_bbox: 0.1821, s0.loss_mask: 0.2018, s1.loss_cls: 0.0524, s1.acc: 96.0807, s1.loss_bbox: 0.0865, s1.loss_mask: 0.1013, s2.loss_cls: 0.0261, s2.acc: 95.8659, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0481, loss: 0.8817 +2024-03-13 15:05:53,936 - mmdet - INFO - Epoch [31][2000/7330] lr: 4.612e-07, eta: 18:34:08, time: 1.625, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1187, s0.acc: 95.7043, s0.loss_bbox: 0.1916, s0.loss_mask: 0.2067, s1.loss_cls: 0.0550, s1.acc: 95.9668, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1036, s2.loss_cls: 0.0275, s2.acc: 95.9224, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0491, loss: 0.9230 +2024-03-13 15:07:12,373 - mmdet - INFO - Epoch [31][2050/7330] lr: 4.612e-07, eta: 18:32:48, time: 1.569, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1146, s0.acc: 95.7244, s0.loss_bbox: 0.1918, s0.loss_mask: 0.2115, s1.loss_cls: 0.0532, s1.acc: 96.0054, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1046, s2.loss_cls: 0.0269, s2.acc: 95.7907, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0496, loss: 0.9217 +2024-03-13 15:08:36,568 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-13 15:08:36,568 - mmdet - INFO - Epoch [31][2100/7330] lr: 4.612e-07, eta: 18:31:29, time: 1.684, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1173, s0.acc: 95.7397, s0.loss_bbox: 0.1942, s0.loss_mask: 0.2097, s1.loss_cls: 0.0545, s1.acc: 95.8959, s1.loss_bbox: 0.0906, s1.loss_mask: 0.1044, s2.loss_cls: 0.0277, s2.acc: 95.7406, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0489, loss: 0.9247 +2024-03-13 15:09:54,306 - mmdet - INFO - Epoch [31][2150/7330] lr: 4.612e-07, eta: 18:30:09, time: 1.555, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1203, s0.acc: 95.6292, s0.loss_bbox: 0.1936, s0.loss_mask: 0.2124, s1.loss_cls: 0.0553, s1.acc: 95.8922, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1054, s2.loss_cls: 0.0278, s2.acc: 95.7577, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0497, loss: 0.9350 +2024-03-13 15:11:12,627 - mmdet - INFO - Epoch [31][2200/7330] lr: 4.612e-07, eta: 18:28:49, time: 1.566, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1094, s0.acc: 96.0117, s0.loss_bbox: 0.1777, s0.loss_mask: 0.2006, s1.loss_cls: 0.0519, s1.acc: 96.1033, s1.loss_bbox: 0.0854, s1.loss_mask: 0.1019, s2.loss_cls: 0.0263, s2.acc: 95.9756, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0489, loss: 0.8754 +2024-03-13 15:12:34,401 - mmdet - INFO - Epoch [31][2250/7330] lr: 4.612e-07, eta: 18:27:30, time: 1.635, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1126, s0.acc: 95.7905, s0.loss_bbox: 0.1889, s0.loss_mask: 0.2083, s1.loss_cls: 0.0518, s1.acc: 96.0679, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1040, s2.loss_cls: 0.0264, s2.acc: 95.9004, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0493, loss: 0.9089 +2024-03-13 15:13:54,550 - mmdet - INFO - Epoch [31][2300/7330] lr: 4.612e-07, eta: 18:26:10, time: 1.603, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1173, s0.acc: 95.7227, s0.loss_bbox: 0.1908, s0.loss_mask: 0.2043, s1.loss_cls: 0.0542, s1.acc: 95.9849, s1.loss_bbox: 0.0888, s1.loss_mask: 0.1019, s2.loss_cls: 0.0269, s2.acc: 95.8889, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0481, loss: 0.9116 +2024-03-13 15:15:11,504 - mmdet - INFO - Epoch [31][2350/7330] lr: 4.612e-07, eta: 18:24:50, time: 1.539, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1096, s0.acc: 95.9761, s0.loss_bbox: 0.1790, s0.loss_mask: 0.2105, s1.loss_cls: 0.0514, s1.acc: 96.1443, s1.loss_bbox: 0.0855, s1.loss_mask: 0.1063, s2.loss_cls: 0.0261, s2.acc: 95.9699, s2.loss_bbox: 0.0353, s2.loss_mask: 0.0503, loss: 0.8911 +2024-03-13 15:16:33,193 - mmdet - INFO - Epoch [31][2400/7330] lr: 4.612e-07, eta: 18:23:31, time: 1.633, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1140, s0.acc: 95.7527, s0.loss_bbox: 0.1965, s0.loss_mask: 0.2130, s1.loss_cls: 0.0525, s1.acc: 96.0819, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1068, s2.loss_cls: 0.0264, s2.acc: 95.8933, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0505, loss: 0.9301 +2024-03-13 15:17:50,111 - mmdet - INFO - Epoch [31][2450/7330] lr: 4.612e-07, eta: 18:22:11, time: 1.539, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1248, s0.acc: 95.4583, s0.loss_bbox: 0.1964, s0.loss_mask: 0.2106, s1.loss_cls: 0.0581, s1.acc: 95.7101, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1058, s2.loss_cls: 0.0292, s2.acc: 95.5747, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0503, loss: 0.9531 +2024-03-13 15:19:10,372 - mmdet - INFO - Epoch [31][2500/7330] lr: 4.612e-07, eta: 18:20:51, time: 1.605, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1203, s0.acc: 95.5398, s0.loss_bbox: 0.1923, s0.loss_mask: 0.2119, s1.loss_cls: 0.0551, s1.acc: 95.8618, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1057, s2.loss_cls: 0.0279, s2.acc: 95.7001, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0504, loss: 0.9336 +2024-03-13 15:20:27,633 - mmdet - INFO - Epoch [31][2550/7330] lr: 4.612e-07, eta: 18:19:31, time: 1.545, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1143, s0.acc: 95.7390, s0.loss_bbox: 0.1902, s0.loss_mask: 0.2070, s1.loss_cls: 0.0533, s1.acc: 96.0117, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1022, s2.loss_cls: 0.0271, s2.acc: 95.9254, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0484, loss: 0.9100 +2024-03-13 15:21:44,881 - mmdet - INFO - Epoch [31][2600/7330] lr: 4.612e-07, eta: 18:18:11, time: 1.545, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1083, s0.acc: 95.9324, s0.loss_bbox: 0.1813, s0.loss_mask: 0.2056, s1.loss_cls: 0.0497, s1.acc: 96.2575, s1.loss_bbox: 0.0866, s1.loss_mask: 0.1034, s2.loss_cls: 0.0254, s2.acc: 96.1039, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0488, loss: 0.8827 +2024-03-13 15:23:01,779 - mmdet - INFO - Epoch [31][2650/7330] lr: 4.612e-07, eta: 18:16:51, time: 1.538, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1155, s0.acc: 95.8374, s0.loss_bbox: 0.1905, s0.loss_mask: 0.2121, s1.loss_cls: 0.0527, s1.acc: 96.0886, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1065, s2.loss_cls: 0.0262, s2.acc: 96.0174, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0507, loss: 0.9222 +2024-03-13 15:24:21,768 - mmdet - INFO - Epoch [31][2700/7330] lr: 4.612e-07, eta: 18:15:32, time: 1.600, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1125, s0.acc: 95.8328, s0.loss_bbox: 0.1893, s0.loss_mask: 0.2064, s1.loss_cls: 0.0529, s1.acc: 96.0532, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1037, s2.loss_cls: 0.0265, s2.acc: 95.9234, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0495, loss: 0.9074 +2024-03-13 15:25:43,179 - mmdet - INFO - Epoch [31][2750/7330] lr: 4.612e-07, eta: 18:14:12, time: 1.628, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1131, s0.acc: 95.9294, s0.loss_bbox: 0.1824, s0.loss_mask: 0.2057, s1.loss_cls: 0.0526, s1.acc: 96.1245, s1.loss_bbox: 0.0858, s1.loss_mask: 0.1029, s2.loss_cls: 0.0262, s2.acc: 96.0309, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0487, loss: 0.8935 +2024-03-13 15:27:00,087 - mmdet - INFO - Epoch [31][2800/7330] lr: 4.612e-07, eta: 18:12:52, time: 1.539, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1105, s0.acc: 95.9697, s0.loss_bbox: 0.1849, s0.loss_mask: 0.2043, s1.loss_cls: 0.0511, s1.acc: 96.1449, s1.loss_bbox: 0.0877, s1.loss_mask: 0.1015, s2.loss_cls: 0.0258, s2.acc: 96.0627, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0479, loss: 0.8879 +2024-03-13 15:28:18,239 - mmdet - INFO - Epoch [31][2850/7330] lr: 4.612e-07, eta: 18:11:32, time: 1.563, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1108, s0.acc: 95.9163, s0.loss_bbox: 0.1833, s0.loss_mask: 0.2072, s1.loss_cls: 0.0511, s1.acc: 96.2078, s1.loss_bbox: 0.0867, s1.loss_mask: 0.1033, s2.loss_cls: 0.0258, s2.acc: 96.0804, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0490, loss: 0.8964 +2024-03-13 15:29:37,552 - mmdet - INFO - Epoch [31][2900/7330] lr: 4.612e-07, eta: 18:10:13, time: 1.586, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1135, s0.acc: 95.7910, s0.loss_bbox: 0.1902, s0.loss_mask: 0.2054, s1.loss_cls: 0.0522, s1.acc: 96.0731, s1.loss_bbox: 0.0897, s1.loss_mask: 0.1029, s2.loss_cls: 0.0265, s2.acc: 95.9386, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0487, loss: 0.9042 +2024-03-13 15:30:59,052 - mmdet - INFO - Epoch [31][2950/7330] lr: 4.612e-07, eta: 18:08:53, time: 1.630, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1176, s0.acc: 95.6990, s0.loss_bbox: 0.1887, s0.loss_mask: 0.2083, s1.loss_cls: 0.0544, s1.acc: 95.9354, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1042, s2.loss_cls: 0.0277, s2.acc: 95.7740, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0493, loss: 0.9183 +2024-03-13 15:32:16,414 - mmdet - INFO - Epoch [31][3000/7330] lr: 4.612e-07, eta: 18:07:33, time: 1.547, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1188, s0.acc: 95.7195, s0.loss_bbox: 0.1900, s0.loss_mask: 0.2052, s1.loss_cls: 0.0550, s1.acc: 95.9215, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1021, s2.loss_cls: 0.0275, s2.acc: 95.8657, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0485, loss: 0.9140 +2024-03-13 15:33:36,506 - mmdet - INFO - Epoch [31][3050/7330] lr: 4.612e-07, eta: 18:06:14, time: 1.602, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1137, s0.acc: 95.8069, s0.loss_bbox: 0.1839, s0.loss_mask: 0.2097, s1.loss_cls: 0.0522, s1.acc: 96.0547, s1.loss_bbox: 0.0869, s1.loss_mask: 0.1060, s2.loss_cls: 0.0258, s2.acc: 96.0339, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0505, loss: 0.9054 +2024-03-13 15:34:58,434 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-13 15:34:58,435 - mmdet - INFO - Epoch [31][3100/7330] lr: 4.612e-07, eta: 18:04:55, time: 1.639, data_time: 0.251, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1138, s0.acc: 95.8303, s0.loss_bbox: 0.1867, s0.loss_mask: 0.2074, s1.loss_cls: 0.0525, s1.acc: 96.1414, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1037, s2.loss_cls: 0.0269, s2.acc: 95.9320, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0492, loss: 0.9054 +2024-03-13 15:36:19,711 - mmdet - INFO - Epoch [31][3150/7330] lr: 4.612e-07, eta: 18:03:35, time: 1.626, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1214, s0.acc: 95.5317, s0.loss_bbox: 0.1945, s0.loss_mask: 0.2140, s1.loss_cls: 0.0570, s1.acc: 95.7015, s1.loss_bbox: 0.0906, s1.loss_mask: 0.1068, s2.loss_cls: 0.0288, s2.acc: 95.5463, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0505, loss: 0.9437 +2024-03-13 15:37:38,752 - mmdet - INFO - Epoch [31][3200/7330] lr: 4.612e-07, eta: 18:02:16, time: 1.581, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1183, s0.acc: 95.6899, s0.loss_bbox: 0.1915, s0.loss_mask: 0.2112, s1.loss_cls: 0.0551, s1.acc: 95.9287, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1046, s2.loss_cls: 0.0280, s2.acc: 95.7333, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0495, loss: 0.9277 +2024-03-13 15:39:01,140 - mmdet - INFO - Epoch [31][3250/7330] lr: 4.612e-07, eta: 18:00:56, time: 1.648, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1123, s0.acc: 95.8337, s0.loss_bbox: 0.1876, s0.loss_mask: 0.2065, s1.loss_cls: 0.0525, s1.acc: 96.0284, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1033, s2.loss_cls: 0.0267, s2.acc: 95.7743, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0489, loss: 0.9069 +2024-03-13 15:40:22,131 - mmdet - INFO - Epoch [31][3300/7330] lr: 4.612e-07, eta: 17:59:37, time: 1.620, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1149, s0.acc: 95.8225, s0.loss_bbox: 0.1954, s0.loss_mask: 0.2097, s1.loss_cls: 0.0524, s1.acc: 96.0794, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1036, s2.loss_cls: 0.0264, s2.acc: 95.9786, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0491, loss: 0.9215 +2024-03-13 15:41:38,780 - mmdet - INFO - Epoch [31][3350/7330] lr: 4.612e-07, eta: 17:58:17, time: 1.533, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1104, s0.acc: 95.9019, s0.loss_bbox: 0.1837, s0.loss_mask: 0.2102, s1.loss_cls: 0.0511, s1.acc: 96.0775, s1.loss_bbox: 0.0870, s1.loss_mask: 0.1046, s2.loss_cls: 0.0259, s2.acc: 95.9314, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0499, loss: 0.8994 +2024-03-13 15:42:58,855 - mmdet - INFO - Epoch [31][3400/7330] lr: 4.612e-07, eta: 17:56:57, time: 1.602, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1144, s0.acc: 95.7766, s0.loss_bbox: 0.1882, s0.loss_mask: 0.2133, s1.loss_cls: 0.0531, s1.acc: 95.9635, s1.loss_bbox: 0.0888, s1.loss_mask: 0.1062, s2.loss_cls: 0.0270, s2.acc: 95.7835, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0504, loss: 0.9177 +2024-03-13 15:44:18,502 - mmdet - INFO - Epoch [31][3450/7330] lr: 4.612e-07, eta: 17:55:38, time: 1.593, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1145, s0.acc: 95.8916, s0.loss_bbox: 0.1825, s0.loss_mask: 0.2063, s1.loss_cls: 0.0532, s1.acc: 96.1320, s1.loss_bbox: 0.0859, s1.loss_mask: 0.1030, s2.loss_cls: 0.0263, s2.acc: 96.0163, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0489, loss: 0.8957 +2024-03-13 15:45:35,687 - mmdet - INFO - Epoch [31][3500/7330] lr: 4.612e-07, eta: 17:54:18, time: 1.544, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1169, s0.acc: 95.7253, s0.loss_bbox: 0.1915, s0.loss_mask: 0.2079, s1.loss_cls: 0.0543, s1.acc: 95.9366, s1.loss_bbox: 0.0904, s1.loss_mask: 0.1045, s2.loss_cls: 0.0272, s2.acc: 95.8575, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0497, loss: 0.9212 +2024-03-13 15:46:54,416 - mmdet - INFO - Epoch [31][3550/7330] lr: 4.612e-07, eta: 17:52:58, time: 1.575, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1152, s0.acc: 95.7402, s0.loss_bbox: 0.1906, s0.loss_mask: 0.2090, s1.loss_cls: 0.0526, s1.acc: 96.0228, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1051, s2.loss_cls: 0.0268, s2.acc: 95.8590, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0500, loss: 0.9186 +2024-03-13 15:48:15,768 - mmdet - INFO - Epoch [31][3600/7330] lr: 4.612e-07, eta: 17:51:39, time: 1.627, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1168, s0.acc: 95.7058, s0.loss_bbox: 0.1926, s0.loss_mask: 0.2125, s1.loss_cls: 0.0540, s1.acc: 96.0125, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1063, s2.loss_cls: 0.0272, s2.acc: 95.7790, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0505, loss: 0.9297 +2024-03-13 15:49:31,668 - mmdet - INFO - Epoch [31][3650/7330] lr: 4.612e-07, eta: 17:50:18, time: 1.518, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1161, s0.acc: 95.7441, s0.loss_bbox: 0.1926, s0.loss_mask: 0.2107, s1.loss_cls: 0.0536, s1.acc: 95.9086, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1053, s2.loss_cls: 0.0270, s2.acc: 95.7675, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0499, loss: 0.9251 +2024-03-13 15:50:49,703 - mmdet - INFO - Epoch [31][3700/7330] lr: 4.612e-07, eta: 17:48:58, time: 1.561, data_time: 0.118, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1111, s0.acc: 95.9580, s0.loss_bbox: 0.1821, s0.loss_mask: 0.2061, s1.loss_cls: 0.0512, s1.acc: 96.1930, s1.loss_bbox: 0.0859, s1.loss_mask: 0.1026, s2.loss_cls: 0.0257, s2.acc: 96.1038, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0486, loss: 0.8898 +2024-03-13 15:52:09,617 - mmdet - INFO - Epoch [31][3750/7330] lr: 4.612e-07, eta: 17:47:39, time: 1.598, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1144, s0.acc: 95.7134, s0.loss_bbox: 0.1931, s0.loss_mask: 0.2074, s1.loss_cls: 0.0527, s1.acc: 95.9626, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1032, s2.loss_cls: 0.0267, s2.acc: 95.7759, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0492, loss: 0.9168 +2024-03-13 15:53:27,447 - mmdet - INFO - Epoch [31][3800/7330] lr: 4.612e-07, eta: 17:46:19, time: 1.557, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1153, s0.acc: 95.8025, s0.loss_bbox: 0.1887, s0.loss_mask: 0.2063, s1.loss_cls: 0.0535, s1.acc: 96.0314, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1026, s2.loss_cls: 0.0274, s2.acc: 95.8103, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0485, loss: 0.9101 +2024-03-13 15:54:46,996 - mmdet - INFO - Epoch [31][3850/7330] lr: 4.612e-07, eta: 17:44:59, time: 1.591, data_time: 0.112, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1109, s0.acc: 95.8528, s0.loss_bbox: 0.1871, s0.loss_mask: 0.2077, s1.loss_cls: 0.0515, s1.acc: 96.0034, s1.loss_bbox: 0.0889, s1.loss_mask: 0.1034, s2.loss_cls: 0.0258, s2.acc: 95.9463, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0491, loss: 0.9012 +2024-03-13 15:56:05,158 - mmdet - INFO - Epoch [31][3900/7330] lr: 4.612e-07, eta: 17:43:39, time: 1.563, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1170, s0.acc: 95.6028, s0.loss_bbox: 0.1926, s0.loss_mask: 0.2078, s1.loss_cls: 0.0547, s1.acc: 95.8815, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1030, s2.loss_cls: 0.0280, s2.acc: 95.6290, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0490, loss: 0.9243 +2024-03-13 15:57:24,198 - mmdet - INFO - Epoch [31][3950/7330] lr: 4.612e-07, eta: 17:42:20, time: 1.581, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1152, s0.acc: 95.7043, s0.loss_bbox: 0.1959, s0.loss_mask: 0.2105, s1.loss_cls: 0.0534, s1.acc: 95.8967, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1048, s2.loss_cls: 0.0268, s2.acc: 95.7757, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0492, loss: 0.9266 +2024-03-13 15:58:41,409 - mmdet - INFO - Epoch [31][4000/7330] lr: 4.612e-07, eta: 17:41:00, time: 1.544, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1151, s0.acc: 95.7319, s0.loss_bbox: 0.1887, s0.loss_mask: 0.2082, s1.loss_cls: 0.0528, s1.acc: 95.9882, s1.loss_bbox: 0.0881, s1.loss_mask: 0.1030, s2.loss_cls: 0.0267, s2.acc: 95.8557, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0486, loss: 0.9088 +2024-03-13 15:59:55,161 - mmdet - INFO - Epoch [31][4050/7330] lr: 4.612e-07, eta: 17:39:39, time: 1.475, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1169, s0.acc: 95.6836, s0.loss_bbox: 0.1873, s0.loss_mask: 0.2034, s1.loss_cls: 0.0553, s1.acc: 95.8676, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1019, s2.loss_cls: 0.0282, s2.acc: 95.7663, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0485, loss: 0.9089 +2024-03-13 16:01:12,097 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-13 16:01:12,098 - mmdet - INFO - Epoch [31][4100/7330] lr: 4.612e-07, eta: 17:38:19, time: 1.539, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1144, s0.acc: 95.7642, s0.loss_bbox: 0.1878, s0.loss_mask: 0.2120, s1.loss_cls: 0.0531, s1.acc: 95.9803, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1063, s2.loss_cls: 0.0267, s2.acc: 95.8537, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0505, loss: 0.9159 +2024-03-13 16:02:33,044 - mmdet - INFO - Epoch [31][4150/7330] lr: 4.612e-07, eta: 17:37:00, time: 1.619, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1167, s0.acc: 95.6931, s0.loss_bbox: 0.1915, s0.loss_mask: 0.2084, s1.loss_cls: 0.0543, s1.acc: 95.9495, s1.loss_bbox: 0.0904, s1.loss_mask: 0.1041, s2.loss_cls: 0.0276, s2.acc: 95.7771, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0493, loss: 0.9181 +2024-03-13 16:03:56,057 - mmdet - INFO - Epoch [31][4200/7330] lr: 4.612e-07, eta: 17:35:41, time: 1.660, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1199, s0.acc: 95.5605, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2159, s1.loss_cls: 0.0566, s1.acc: 95.6902, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1071, s2.loss_cls: 0.0288, s2.acc: 95.4582, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0506, loss: 0.9564 +2024-03-13 16:05:13,457 - mmdet - INFO - Epoch [31][4250/7330] lr: 4.612e-07, eta: 17:34:21, time: 1.548, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1219, s0.acc: 95.5742, s0.loss_bbox: 0.1965, s0.loss_mask: 0.2102, s1.loss_cls: 0.0573, s1.acc: 95.7640, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1047, s2.loss_cls: 0.0289, s2.acc: 95.5829, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0495, loss: 0.9384 +2024-03-13 16:06:35,859 - mmdet - INFO - Epoch [31][4300/7330] lr: 4.612e-07, eta: 17:33:01, time: 1.648, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1105, s0.acc: 95.9539, s0.loss_bbox: 0.1784, s0.loss_mask: 0.2073, s1.loss_cls: 0.0520, s1.acc: 96.1504, s1.loss_bbox: 0.0847, s1.loss_mask: 0.1034, s2.loss_cls: 0.0262, s2.acc: 96.0047, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0487, loss: 0.8859 +2024-03-13 16:07:57,478 - mmdet - INFO - Epoch [31][4350/7330] lr: 4.612e-07, eta: 17:31:42, time: 1.633, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1133, s0.acc: 95.7544, s0.loss_bbox: 0.1902, s0.loss_mask: 0.2102, s1.loss_cls: 0.0525, s1.acc: 95.9974, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1044, s2.loss_cls: 0.0265, s2.acc: 95.8107, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0495, loss: 0.9141 +2024-03-13 16:09:20,202 - mmdet - INFO - Epoch [31][4400/7330] lr: 4.612e-07, eta: 17:30:23, time: 1.654, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1152, s0.acc: 95.7065, s0.loss_bbox: 0.1911, s0.loss_mask: 0.2093, s1.loss_cls: 0.0531, s1.acc: 95.9342, s1.loss_bbox: 0.0909, s1.loss_mask: 0.1042, s2.loss_cls: 0.0272, s2.acc: 95.7754, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0497, loss: 0.9178 +2024-03-13 16:10:44,142 - mmdet - INFO - Epoch [31][4450/7330] lr: 4.612e-07, eta: 17:29:04, time: 1.679, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1148, s0.acc: 95.7866, s0.loss_bbox: 0.1862, s0.loss_mask: 0.2093, s1.loss_cls: 0.0526, s1.acc: 96.0532, s1.loss_bbox: 0.0882, s1.loss_mask: 0.1050, s2.loss_cls: 0.0265, s2.acc: 95.9473, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0499, loss: 0.9089 +2024-03-13 16:12:02,109 - mmdet - INFO - Epoch [31][4500/7330] lr: 4.612e-07, eta: 17:27:44, time: 1.559, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1154, s0.acc: 95.8794, s0.loss_bbox: 0.1832, s0.loss_mask: 0.2103, s1.loss_cls: 0.0536, s1.acc: 96.1539, s1.loss_bbox: 0.0872, s1.loss_mask: 0.1044, s2.loss_cls: 0.0269, s2.acc: 95.9859, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0492, loss: 0.9070 +2024-03-13 16:13:17,984 - mmdet - INFO - Epoch [31][4550/7330] lr: 4.612e-07, eta: 17:26:24, time: 1.518, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1176, s0.acc: 95.6816, s0.loss_bbox: 0.1901, s0.loss_mask: 0.2063, s1.loss_cls: 0.0546, s1.acc: 95.9129, s1.loss_bbox: 0.0897, s1.loss_mask: 0.1032, s2.loss_cls: 0.0277, s2.acc: 95.7790, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0491, loss: 0.9182 +2024-03-13 16:14:35,645 - mmdet - INFO - Epoch [31][4600/7330] lr: 4.612e-07, eta: 17:25:04, time: 1.554, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1121, s0.acc: 95.7961, s0.loss_bbox: 0.1861, s0.loss_mask: 0.2087, s1.loss_cls: 0.0510, s1.acc: 96.1072, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1034, s2.loss_cls: 0.0261, s2.acc: 95.8896, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0490, loss: 0.9026 +2024-03-13 16:15:55,374 - mmdet - INFO - Epoch [31][4650/7330] lr: 4.612e-07, eta: 17:23:45, time: 1.595, data_time: 0.218, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1204, s0.acc: 95.5593, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2088, s1.loss_cls: 0.0566, s1.acc: 95.7115, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1034, s2.loss_cls: 0.0285, s2.acc: 95.5402, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0488, loss: 0.9314 +2024-03-13 16:17:11,494 - mmdet - INFO - Epoch [31][4700/7330] lr: 4.612e-07, eta: 17:22:24, time: 1.522, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1089, s0.acc: 96.0005, s0.loss_bbox: 0.1761, s0.loss_mask: 0.2013, s1.loss_cls: 0.0506, s1.acc: 96.1292, s1.loss_bbox: 0.0840, s1.loss_mask: 0.1007, s2.loss_cls: 0.0251, s2.acc: 96.0467, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0478, loss: 0.8679 +2024-03-13 16:18:28,009 - mmdet - INFO - Epoch [31][4750/7330] lr: 4.612e-07, eta: 17:21:04, time: 1.530, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1153, s0.acc: 95.7866, s0.loss_bbox: 0.1854, s0.loss_mask: 0.2033, s1.loss_cls: 0.0527, s1.acc: 96.0268, s1.loss_bbox: 0.0880, s1.loss_mask: 0.1018, s2.loss_cls: 0.0268, s2.acc: 95.8923, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0483, loss: 0.8984 +2024-03-13 16:19:48,936 - mmdet - INFO - Epoch [31][4800/7330] lr: 4.612e-07, eta: 17:19:45, time: 1.619, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1124, s0.acc: 95.8826, s0.loss_bbox: 0.1867, s0.loss_mask: 0.2088, s1.loss_cls: 0.0509, s1.acc: 96.1911, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1045, s2.loss_cls: 0.0261, s2.acc: 96.0087, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0494, loss: 0.9061 +2024-03-13 16:21:08,290 - mmdet - INFO - Epoch [31][4850/7330] lr: 4.612e-07, eta: 17:18:25, time: 1.587, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1150, s0.acc: 95.8398, s0.loss_bbox: 0.1844, s0.loss_mask: 0.2108, s1.loss_cls: 0.0534, s1.acc: 96.0816, s1.loss_bbox: 0.0866, s1.loss_mask: 0.1049, s2.loss_cls: 0.0269, s2.acc: 95.9684, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0497, loss: 0.9064 +2024-03-13 16:22:28,350 - mmdet - INFO - Epoch [31][4900/7330] lr: 4.612e-07, eta: 17:17:06, time: 1.601, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1146, s0.acc: 95.8044, s0.loss_bbox: 0.1843, s0.loss_mask: 0.2102, s1.loss_cls: 0.0530, s1.acc: 96.0186, s1.loss_bbox: 0.0858, s1.loss_mask: 0.1053, s2.loss_cls: 0.0269, s2.acc: 95.8149, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0501, loss: 0.9073 +2024-03-13 16:23:48,052 - mmdet - INFO - Epoch [31][4950/7330] lr: 4.612e-07, eta: 17:15:46, time: 1.594, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1123, s0.acc: 95.9124, s0.loss_bbox: 0.1837, s0.loss_mask: 0.2122, s1.loss_cls: 0.0509, s1.acc: 96.1673, s1.loss_bbox: 0.0867, s1.loss_mask: 0.1056, s2.loss_cls: 0.0255, s2.acc: 96.1095, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0498, loss: 0.9052 +2024-03-13 16:25:10,615 - mmdet - INFO - Epoch [31][5000/7330] lr: 4.612e-07, eta: 17:14:27, time: 1.651, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1182, s0.acc: 95.7166, s0.loss_bbox: 0.1913, s0.loss_mask: 0.2037, s1.loss_cls: 0.0544, s1.acc: 96.0215, s1.loss_bbox: 0.0905, s1.loss_mask: 0.1018, s2.loss_cls: 0.0275, s2.acc: 95.8238, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0484, loss: 0.9162 +2024-03-13 16:26:29,110 - mmdet - INFO - Epoch [31][5050/7330] lr: 4.612e-07, eta: 17:13:07, time: 1.570, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1230, s0.acc: 95.4421, s0.loss_bbox: 0.2011, s0.loss_mask: 0.2127, s1.loss_cls: 0.0580, s1.acc: 95.6043, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1058, s2.loss_cls: 0.0293, s2.acc: 95.4835, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0500, loss: 0.9617 +2024-03-13 16:27:47,238 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-13 16:27:47,239 - mmdet - INFO - Epoch [31][5100/7330] lr: 4.612e-07, eta: 17:11:47, time: 1.562, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1156, s0.acc: 95.6885, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2088, s1.loss_cls: 0.0527, s1.acc: 96.0066, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1040, s2.loss_cls: 0.0269, s2.acc: 95.8183, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0490, loss: 0.9285 +2024-03-13 16:29:09,027 - mmdet - INFO - Epoch [31][5150/7330] lr: 4.612e-07, eta: 17:10:28, time: 1.636, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1103, s0.acc: 95.9983, s0.loss_bbox: 0.1824, s0.loss_mask: 0.2069, s1.loss_cls: 0.0509, s1.acc: 96.1977, s1.loss_bbox: 0.0869, s1.loss_mask: 0.1032, s2.loss_cls: 0.0255, s2.acc: 96.1260, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0485, loss: 0.8872 +2024-03-13 16:30:26,407 - mmdet - INFO - Epoch [31][5200/7330] lr: 4.612e-07, eta: 17:09:08, time: 1.548, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1176, s0.acc: 95.6663, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2130, s1.loss_cls: 0.0540, s1.acc: 96.0207, s1.loss_bbox: 0.0909, s1.loss_mask: 0.1055, s2.loss_cls: 0.0268, s2.acc: 95.9355, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0499, loss: 0.9326 +2024-03-13 16:31:47,179 - mmdet - INFO - Epoch [31][5250/7330] lr: 4.612e-07, eta: 17:07:49, time: 1.615, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1214, s0.acc: 95.5417, s0.loss_bbox: 0.1962, s0.loss_mask: 0.2118, s1.loss_cls: 0.0559, s1.acc: 95.7670, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1059, s2.loss_cls: 0.0281, s2.acc: 95.6715, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0501, loss: 0.9410 +2024-03-13 16:33:09,777 - mmdet - INFO - Epoch [31][5300/7330] lr: 4.612e-07, eta: 17:06:29, time: 1.652, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1174, s0.acc: 95.6094, s0.loss_bbox: 0.1923, s0.loss_mask: 0.2066, s1.loss_cls: 0.0549, s1.acc: 95.8908, s1.loss_bbox: 0.0905, s1.loss_mask: 0.1032, s2.loss_cls: 0.0280, s2.acc: 95.7029, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0488, loss: 0.9198 +2024-03-13 16:34:30,172 - mmdet - INFO - Epoch [31][5350/7330] lr: 4.612e-07, eta: 17:05:10, time: 1.608, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1067, s0.acc: 96.1187, s0.loss_bbox: 0.1756, s0.loss_mask: 0.2019, s1.loss_cls: 0.0490, s1.acc: 96.3790, s1.loss_bbox: 0.0829, s1.loss_mask: 0.1011, s2.loss_cls: 0.0246, s2.acc: 96.3124, s2.loss_bbox: 0.0346, s2.loss_mask: 0.0479, loss: 0.8627 +2024-03-13 16:35:49,905 - mmdet - INFO - Epoch [31][5400/7330] lr: 4.612e-07, eta: 17:03:50, time: 1.595, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1094, s0.acc: 95.9885, s0.loss_bbox: 0.1858, s0.loss_mask: 0.2054, s1.loss_cls: 0.0500, s1.acc: 96.2504, s1.loss_bbox: 0.0887, s1.loss_mask: 0.1027, s2.loss_cls: 0.0256, s2.acc: 96.0680, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0490, loss: 0.8944 +2024-03-13 16:37:06,684 - mmdet - INFO - Epoch [31][5450/7330] lr: 4.612e-07, eta: 17:02:30, time: 1.536, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1156, s0.acc: 95.7498, s0.loss_bbox: 0.1915, s0.loss_mask: 0.2121, s1.loss_cls: 0.0533, s1.acc: 96.0093, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1048, s2.loss_cls: 0.0274, s2.acc: 95.8013, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0499, loss: 0.9267 +2024-03-13 16:38:20,267 - mmdet - INFO - Epoch [31][5500/7330] lr: 4.612e-07, eta: 17:01:10, time: 1.472, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1136, s0.acc: 95.7878, s0.loss_bbox: 0.1904, s0.loss_mask: 0.2083, s1.loss_cls: 0.0519, s1.acc: 96.0283, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1037, s2.loss_cls: 0.0265, s2.acc: 95.8444, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0491, loss: 0.9136 +2024-03-13 16:39:38,366 - mmdet - INFO - Epoch [31][5550/7330] lr: 4.612e-07, eta: 16:59:50, time: 1.562, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1135, s0.acc: 95.8035, s0.loss_bbox: 0.1901, s0.loss_mask: 0.2080, s1.loss_cls: 0.0517, s1.acc: 96.1139, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1048, s2.loss_cls: 0.0262, s2.acc: 96.0207, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0498, loss: 0.9118 +2024-03-13 16:41:00,681 - mmdet - INFO - Epoch [31][5600/7330] lr: 4.612e-07, eta: 16:58:31, time: 1.646, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1142, s0.acc: 95.8313, s0.loss_bbox: 0.1833, s0.loss_mask: 0.2046, s1.loss_cls: 0.0524, s1.acc: 96.0516, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1032, s2.loss_cls: 0.0263, s2.acc: 96.0000, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0488, loss: 0.8962 +2024-03-13 16:42:23,164 - mmdet - INFO - Epoch [31][5650/7330] lr: 4.612e-07, eta: 16:57:11, time: 1.650, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1232, s0.acc: 95.4836, s0.loss_bbox: 0.1956, s0.loss_mask: 0.2108, s1.loss_cls: 0.0571, s1.acc: 95.6722, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1049, s2.loss_cls: 0.0286, s2.acc: 95.6219, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0497, loss: 0.9386 +2024-03-13 16:43:42,825 - mmdet - INFO - Epoch [31][5700/7330] lr: 4.612e-07, eta: 16:55:52, time: 1.593, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1167, s0.acc: 95.6763, s0.loss_bbox: 0.1886, s0.loss_mask: 0.2069, s1.loss_cls: 0.0539, s1.acc: 95.9363, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1045, s2.loss_cls: 0.0271, s2.acc: 95.8085, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0497, loss: 0.9160 +2024-03-13 16:45:03,482 - mmdet - INFO - Epoch [31][5750/7330] lr: 4.612e-07, eta: 16:54:32, time: 1.613, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1120, s0.acc: 95.8862, s0.loss_bbox: 0.1843, s0.loss_mask: 0.2041, s1.loss_cls: 0.0519, s1.acc: 96.1349, s1.loss_bbox: 0.0873, s1.loss_mask: 0.1021, s2.loss_cls: 0.0263, s2.acc: 95.9921, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0486, loss: 0.8911 +2024-03-13 16:46:26,532 - mmdet - INFO - Epoch [31][5800/7330] lr: 4.612e-07, eta: 16:53:13, time: 1.661, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1131, s0.acc: 95.8789, s0.loss_bbox: 0.1876, s0.loss_mask: 0.2098, s1.loss_cls: 0.0527, s1.acc: 96.0192, s1.loss_bbox: 0.0887, s1.loss_mask: 0.1055, s2.loss_cls: 0.0263, s2.acc: 95.8986, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0503, loss: 0.9127 +2024-03-13 16:47:46,366 - mmdet - INFO - Epoch [31][5850/7330] lr: 4.612e-07, eta: 16:51:54, time: 1.597, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1132, s0.acc: 95.8452, s0.loss_bbox: 0.1878, s0.loss_mask: 0.2116, s1.loss_cls: 0.0523, s1.acc: 96.0885, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1064, s2.loss_cls: 0.0264, s2.acc: 95.9335, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0503, loss: 0.9158 +2024-03-13 16:49:03,613 - mmdet - INFO - Epoch [31][5900/7330] lr: 4.612e-07, eta: 16:50:34, time: 1.545, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1083, s0.acc: 96.0142, s0.loss_bbox: 0.1805, s0.loss_mask: 0.2063, s1.loss_cls: 0.0502, s1.acc: 96.2631, s1.loss_bbox: 0.0858, s1.loss_mask: 0.1023, s2.loss_cls: 0.0250, s2.acc: 96.1099, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0487, loss: 0.8841 +2024-03-13 16:50:21,256 - mmdet - INFO - Epoch [31][5950/7330] lr: 4.612e-07, eta: 16:49:14, time: 1.553, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1166, s0.acc: 95.7249, s0.loss_bbox: 0.1919, s0.loss_mask: 0.2100, s1.loss_cls: 0.0541, s1.acc: 95.9699, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1051, s2.loss_cls: 0.0272, s2.acc: 95.8644, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0499, loss: 0.9255 +2024-03-13 16:51:34,345 - mmdet - INFO - Epoch [31][6000/7330] lr: 4.612e-07, eta: 16:47:53, time: 1.462, data_time: 0.117, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1096, s0.acc: 96.1008, s0.loss_bbox: 0.1743, s0.loss_mask: 0.2050, s1.loss_cls: 0.0501, s1.acc: 96.3665, s1.loss_bbox: 0.0842, s1.loss_mask: 0.1036, s2.loss_cls: 0.0251, s2.acc: 96.2743, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0495, loss: 0.8753 +2024-03-13 16:52:53,363 - mmdet - INFO - Epoch [31][6050/7330] lr: 4.612e-07, eta: 16:46:33, time: 1.580, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1126, s0.acc: 95.8389, s0.loss_bbox: 0.1892, s0.loss_mask: 0.2092, s1.loss_cls: 0.0521, s1.acc: 96.0587, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1048, s2.loss_cls: 0.0267, s2.acc: 95.8418, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0497, loss: 0.9099 +2024-03-13 16:54:13,761 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-13 16:54:13,762 - mmdet - INFO - Epoch [31][6100/7330] lr: 4.612e-07, eta: 16:45:14, time: 1.608, data_time: 0.202, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1124, s0.acc: 95.8782, s0.loss_bbox: 0.1862, s0.loss_mask: 0.2061, s1.loss_cls: 0.0525, s1.acc: 96.0424, s1.loss_bbox: 0.0871, s1.loss_mask: 0.1019, s2.loss_cls: 0.0267, s2.acc: 95.9328, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0483, loss: 0.8978 +2024-03-13 16:55:29,236 - mmdet - INFO - Epoch [31][6150/7330] lr: 4.612e-07, eta: 16:43:54, time: 1.509, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1201, s0.acc: 95.5688, s0.loss_bbox: 0.1954, s0.loss_mask: 0.2143, s1.loss_cls: 0.0553, s1.acc: 95.8929, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1058, s2.loss_cls: 0.0282, s2.acc: 95.7326, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0501, loss: 0.9422 +2024-03-13 16:56:50,840 - mmdet - INFO - Epoch [31][6200/7330] lr: 4.612e-07, eta: 16:42:34, time: 1.632, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1206, s0.acc: 95.5391, s0.loss_bbox: 0.1898, s0.loss_mask: 0.2072, s1.loss_cls: 0.0565, s1.acc: 95.7673, s1.loss_bbox: 0.0892, s1.loss_mask: 0.1033, s2.loss_cls: 0.0281, s2.acc: 95.6407, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0493, loss: 0.9248 +2024-03-13 16:58:12,179 - mmdet - INFO - Epoch [31][6250/7330] lr: 4.612e-07, eta: 16:41:15, time: 1.627, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1157, s0.acc: 95.7190, s0.loss_bbox: 0.1929, s0.loss_mask: 0.2099, s1.loss_cls: 0.0532, s1.acc: 96.0791, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1051, s2.loss_cls: 0.0268, s2.acc: 95.9411, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0497, loss: 0.9263 +2024-03-13 16:59:31,061 - mmdet - INFO - Epoch [31][6300/7330] lr: 4.612e-07, eta: 16:39:55, time: 1.578, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1147, s0.acc: 95.7275, s0.loss_bbox: 0.1920, s0.loss_mask: 0.2066, s1.loss_cls: 0.0525, s1.acc: 96.0297, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1043, s2.loss_cls: 0.0269, s2.acc: 95.8768, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0492, loss: 0.9177 +2024-03-13 17:00:48,963 - mmdet - INFO - Epoch [31][6350/7330] lr: 4.612e-07, eta: 16:38:35, time: 1.558, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1168, s0.acc: 95.7639, s0.loss_bbox: 0.1927, s0.loss_mask: 0.2110, s1.loss_cls: 0.0540, s1.acc: 95.9909, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1045, s2.loss_cls: 0.0274, s2.acc: 95.8142, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0492, loss: 0.9231 +2024-03-13 17:02:10,093 - mmdet - INFO - Epoch [31][6400/7330] lr: 4.612e-07, eta: 16:37:16, time: 1.623, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1192, s0.acc: 95.6184, s0.loss_bbox: 0.1908, s0.loss_mask: 0.2100, s1.loss_cls: 0.0548, s1.acc: 95.9144, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1043, s2.loss_cls: 0.0278, s2.acc: 95.6868, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0496, loss: 0.9277 +2024-03-13 17:03:34,044 - mmdet - INFO - Epoch [31][6450/7330] lr: 4.612e-07, eta: 16:35:57, time: 1.679, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1177, s0.acc: 95.5759, s0.loss_bbox: 0.1994, s0.loss_mask: 0.2093, s1.loss_cls: 0.0544, s1.acc: 95.7984, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1042, s2.loss_cls: 0.0278, s2.acc: 95.6656, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0494, loss: 0.9388 +2024-03-13 17:04:55,148 - mmdet - INFO - Epoch [31][6500/7330] lr: 4.612e-07, eta: 16:34:38, time: 1.622, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1194, s0.acc: 95.6624, s0.loss_bbox: 0.1939, s0.loss_mask: 0.2114, s1.loss_cls: 0.0561, s1.acc: 95.8009, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1057, s2.loss_cls: 0.0285, s2.acc: 95.5914, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0499, loss: 0.9349 +2024-03-13 17:06:21,302 - mmdet - INFO - Epoch [31][6550/7330] lr: 4.612e-07, eta: 16:33:19, time: 1.723, data_time: 0.217, memory: 23149, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1193, s0.acc: 95.5876, s0.loss_bbox: 0.1937, s0.loss_mask: 0.2077, s1.loss_cls: 0.0555, s1.acc: 95.8074, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1036, s2.loss_cls: 0.0279, s2.acc: 95.6706, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0491, loss: 0.9279 +2024-03-13 17:07:41,034 - mmdet - INFO - Epoch [31][6600/7330] lr: 4.612e-07, eta: 16:32:00, time: 1.594, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1149, s0.acc: 95.7505, s0.loss_bbox: 0.1871, s0.loss_mask: 0.2070, s1.loss_cls: 0.0534, s1.acc: 96.0179, s1.loss_bbox: 0.0892, s1.loss_mask: 0.1039, s2.loss_cls: 0.0270, s2.acc: 95.8387, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0492, loss: 0.9099 +2024-03-13 17:09:01,014 - mmdet - INFO - Epoch [31][6650/7330] lr: 4.612e-07, eta: 16:30:40, time: 1.600, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1115, s0.acc: 95.8691, s0.loss_bbox: 0.1885, s0.loss_mask: 0.2116, s1.loss_cls: 0.0519, s1.acc: 96.1024, s1.loss_bbox: 0.0892, s1.loss_mask: 0.1062, s2.loss_cls: 0.0264, s2.acc: 95.8986, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0503, loss: 0.9115 +2024-03-13 17:10:20,096 - mmdet - INFO - Epoch [31][6700/7330] lr: 4.612e-07, eta: 16:29:20, time: 1.582, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1103, s0.acc: 95.9138, s0.loss_bbox: 0.1810, s0.loss_mask: 0.2051, s1.loss_cls: 0.0499, s1.acc: 96.2333, s1.loss_bbox: 0.0861, s1.loss_mask: 0.1022, s2.loss_cls: 0.0250, s2.acc: 96.1697, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0491, loss: 0.8827 +2024-03-13 17:11:38,272 - mmdet - INFO - Epoch [31][6750/7330] lr: 4.612e-07, eta: 16:28:01, time: 1.564, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1180, s0.acc: 95.6936, s0.loss_bbox: 0.1885, s0.loss_mask: 0.2083, s1.loss_cls: 0.0555, s1.acc: 95.8628, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1045, s2.loss_cls: 0.0280, s2.acc: 95.7310, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0500, loss: 0.9201 +2024-03-13 17:12:58,947 - mmdet - INFO - Epoch [31][6800/7330] lr: 4.612e-07, eta: 16:26:41, time: 1.614, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1121, s0.acc: 95.9331, s0.loss_bbox: 0.1833, s0.loss_mask: 0.1997, s1.loss_cls: 0.0515, s1.acc: 96.1911, s1.loss_bbox: 0.0884, s1.loss_mask: 0.1009, s2.loss_cls: 0.0259, s2.acc: 96.0954, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0478, loss: 0.8842 +2024-03-13 17:14:20,963 - mmdet - INFO - Epoch [31][6850/7330] lr: 4.612e-07, eta: 16:25:22, time: 1.640, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1130, s0.acc: 95.8789, s0.loss_bbox: 0.1832, s0.loss_mask: 0.2110, s1.loss_cls: 0.0528, s1.acc: 96.0329, s1.loss_bbox: 0.0867, s1.loss_mask: 0.1055, s2.loss_cls: 0.0269, s2.acc: 95.8694, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0502, loss: 0.9050 +2024-03-13 17:15:42,494 - mmdet - INFO - Epoch [31][6900/7330] lr: 4.612e-07, eta: 16:24:03, time: 1.631, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1209, s0.acc: 95.5498, s0.loss_bbox: 0.1946, s0.loss_mask: 0.2107, s1.loss_cls: 0.0565, s1.acc: 95.7741, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1051, s2.loss_cls: 0.0290, s2.acc: 95.5781, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0497, loss: 0.9407 +2024-03-13 17:17:03,748 - mmdet - INFO - Epoch [31][6950/7330] lr: 4.612e-07, eta: 16:22:43, time: 1.625, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1223, s0.acc: 95.4946, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2157, s1.loss_cls: 0.0565, s1.acc: 95.7544, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1074, s2.loss_cls: 0.0288, s2.acc: 95.5544, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0506, loss: 0.9548 +2024-03-13 17:18:24,761 - mmdet - INFO - Epoch [31][7000/7330] lr: 4.612e-07, eta: 16:21:24, time: 1.620, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1108, s0.acc: 95.9365, s0.loss_bbox: 0.1852, s0.loss_mask: 0.2050, s1.loss_cls: 0.0516, s1.acc: 96.1311, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1026, s2.loss_cls: 0.0259, s2.acc: 95.9939, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0487, loss: 0.8942 +2024-03-13 17:19:43,248 - mmdet - INFO - Epoch [31][7050/7330] lr: 4.612e-07, eta: 16:20:04, time: 1.570, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1192, s0.acc: 95.6406, s0.loss_bbox: 0.1925, s0.loss_mask: 0.2100, s1.loss_cls: 0.0543, s1.acc: 95.9190, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1047, s2.loss_cls: 0.0276, s2.acc: 95.7832, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0498, loss: 0.9273 +2024-03-13 17:21:02,286 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-13 17:21:02,286 - mmdet - INFO - Epoch [31][7100/7330] lr: 4.612e-07, eta: 16:18:44, time: 1.580, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1143, s0.acc: 95.7395, s0.loss_bbox: 0.1885, s0.loss_mask: 0.2083, s1.loss_cls: 0.0526, s1.acc: 96.0288, s1.loss_bbox: 0.0887, s1.loss_mask: 0.1041, s2.loss_cls: 0.0268, s2.acc: 95.8257, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0495, loss: 0.9122 +2024-03-13 17:22:20,933 - mmdet - INFO - Epoch [31][7150/7330] lr: 4.612e-07, eta: 16:17:25, time: 1.573, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1158, s0.acc: 95.7273, s0.loss_bbox: 0.1921, s0.loss_mask: 0.2046, s1.loss_cls: 0.0526, s1.acc: 96.0870, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1025, s2.loss_cls: 0.0265, s2.acc: 95.9550, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0490, loss: 0.9142 +2024-03-13 17:23:39,710 - mmdet - INFO - Epoch [31][7200/7330] lr: 4.612e-07, eta: 16:16:05, time: 1.575, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1128, s0.acc: 95.8406, s0.loss_bbox: 0.1848, s0.loss_mask: 0.2069, s1.loss_cls: 0.0529, s1.acc: 96.0160, s1.loss_bbox: 0.0872, s1.loss_mask: 0.1031, s2.loss_cls: 0.0270, s2.acc: 95.8652, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0487, loss: 0.8998 +2024-03-13 17:25:01,941 - mmdet - INFO - Epoch [31][7250/7330] lr: 4.612e-07, eta: 16:14:46, time: 1.645, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1120, s0.acc: 95.8477, s0.loss_bbox: 0.1871, s0.loss_mask: 0.2095, s1.loss_cls: 0.0508, s1.acc: 96.1442, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1052, s2.loss_cls: 0.0258, s2.acc: 96.0727, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0498, loss: 0.9052 +2024-03-13 17:26:18,055 - mmdet - INFO - Epoch [31][7300/7330] lr: 4.612e-07, eta: 16:13:25, time: 1.522, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1140, s0.acc: 95.8174, s0.loss_bbox: 0.1845, s0.loss_mask: 0.2061, s1.loss_cls: 0.0520, s1.acc: 96.1159, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1033, s2.loss_cls: 0.0260, s2.acc: 96.0007, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0491, loss: 0.8992 +2024-03-13 17:26:58,621 - mmdet - INFO - Saving checkpoint at 31 epochs +2024-03-13 17:34:25,329 - mmdet - INFO - Evaluating bbox... +2024-03-13 17:34:57,531 - 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 ] = 0.706 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.564 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.347 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.557 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.669 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.644 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.644 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.644 + 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 ] = 0.680 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.794 + +2024-03-13 17:34:57,532 - mmdet - INFO - Evaluating segm... +2024-03-13 17:35:30,396 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.451 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.683 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.485 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.259 + 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 ] = 0.633 + 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 ] = 0.392 + 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 ] = 0.720 + +2024-03-13 17:35:30,935 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-13 17:35:30,936 - mmdet - INFO - Epoch(val) [31][1250] bbox_mAP: 0.5200, bbox_mAP_50: 0.7060, bbox_mAP_75: 0.5640, bbox_mAP_s: 0.3470, bbox_mAP_m: 0.5570, bbox_mAP_l: 0.6690, bbox_mAP_copypaste: 0.520 0.706 0.564 0.347 0.557 0.669, segm_mAP: 0.4510, segm_mAP_50: 0.6830, segm_mAP_75: 0.4850, segm_mAP_s: 0.2590, segm_mAP_m: 0.4830, segm_mAP_l: 0.6330, segm_mAP_copypaste: 0.451 0.683 0.485 0.259 0.483 0.633 +2024-03-13 17:36:58,598 - mmdet - INFO - Epoch [32][50/7330] lr: 4.612e-07, eta: 16:11:12, time: 1.746, data_time: 0.267, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1154, s0.acc: 95.6956, s0.loss_bbox: 0.1961, s0.loss_mask: 0.2127, s1.loss_cls: 0.0528, s1.acc: 95.9535, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1060, s2.loss_cls: 0.0265, s2.acc: 95.8258, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0502, loss: 0.9334 +2024-03-13 17:38:21,033 - mmdet - INFO - Epoch [32][100/7330] lr: 4.612e-07, eta: 16:09:52, time: 1.649, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1101, s0.acc: 95.9897, s0.loss_bbox: 0.1804, s0.loss_mask: 0.2006, s1.loss_cls: 0.0507, s1.acc: 96.2380, s1.loss_bbox: 0.0850, s1.loss_mask: 0.1007, s2.loss_cls: 0.0255, s2.acc: 96.1625, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0476, loss: 0.8769 +2024-03-13 17:39:47,208 - mmdet - INFO - Epoch [32][150/7330] lr: 4.612e-07, eta: 16:08:34, time: 1.723, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1201, s0.acc: 95.5720, s0.loss_bbox: 0.1887, s0.loss_mask: 0.2049, s1.loss_cls: 0.0554, s1.acc: 95.8071, s1.loss_bbox: 0.0882, s1.loss_mask: 0.1024, s2.loss_cls: 0.0276, s2.acc: 95.7582, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0488, loss: 0.9148 +2024-03-13 17:41:08,383 - mmdet - INFO - Epoch [32][200/7330] lr: 4.612e-07, eta: 16:07:15, time: 1.624, data_time: 0.196, memory: 23149, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1186, s0.acc: 95.6604, s0.loss_bbox: 0.1963, s0.loss_mask: 0.2117, s1.loss_cls: 0.0543, s1.acc: 95.9248, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1064, s2.loss_cls: 0.0278, s2.acc: 95.7943, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0503, loss: 0.9385 +2024-03-13 17:42:29,501 - mmdet - INFO - Epoch [32][250/7330] lr: 4.612e-07, eta: 16:05:55, time: 1.622, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1135, s0.acc: 95.8787, s0.loss_bbox: 0.1903, s0.loss_mask: 0.2072, s1.loss_cls: 0.0527, s1.acc: 96.0701, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1036, s2.loss_cls: 0.0271, s2.acc: 95.8080, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0493, loss: 0.9158 +2024-03-13 17:43:48,627 - mmdet - INFO - Epoch [32][300/7330] lr: 4.612e-07, eta: 16:04:35, time: 1.582, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1028, s0.acc: 96.1736, s0.loss_bbox: 0.1790, s0.loss_mask: 0.1999, s1.loss_cls: 0.0482, s1.acc: 96.3007, s1.loss_bbox: 0.0856, s1.loss_mask: 0.1012, s2.loss_cls: 0.0246, s2.acc: 96.1180, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0478, loss: 0.8618 +2024-03-13 17:45:09,704 - mmdet - INFO - Epoch [32][350/7330] lr: 4.612e-07, eta: 16:03:16, time: 1.622, data_time: 0.213, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1095, s0.acc: 95.9202, s0.loss_bbox: 0.1852, s0.loss_mask: 0.2033, s1.loss_cls: 0.0507, s1.acc: 96.1197, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1024, s2.loss_cls: 0.0259, s2.acc: 95.9104, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0485, loss: 0.8913 +2024-03-13 17:46:28,981 - mmdet - INFO - Epoch [32][400/7330] lr: 4.612e-07, eta: 16:01:56, time: 1.585, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1136, s0.acc: 95.9211, s0.loss_bbox: 0.1833, s0.loss_mask: 0.2075, s1.loss_cls: 0.0525, s1.acc: 96.1481, s1.loss_bbox: 0.0871, s1.loss_mask: 0.1044, s2.loss_cls: 0.0265, s2.acc: 96.0016, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0497, loss: 0.9005 +2024-03-13 17:47:47,563 - mmdet - INFO - Epoch [32][450/7330] lr: 4.612e-07, eta: 16:00:37, time: 1.572, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1150, s0.acc: 95.8730, s0.loss_bbox: 0.1805, s0.loss_mask: 0.2068, s1.loss_cls: 0.0537, s1.acc: 96.0861, s1.loss_bbox: 0.0852, s1.loss_mask: 0.1032, s2.loss_cls: 0.0272, s2.acc: 95.8985, s2.loss_bbox: 0.0353, s2.loss_mask: 0.0489, loss: 0.8946 +2024-03-13 17:49:06,080 - mmdet - INFO - Epoch [32][500/7330] lr: 4.612e-07, eta: 15:59:17, time: 1.570, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1088, s0.acc: 96.0383, s0.loss_bbox: 0.1843, s0.loss_mask: 0.2068, s1.loss_cls: 0.0495, s1.acc: 96.2998, s1.loss_bbox: 0.0875, s1.loss_mask: 0.1044, s2.loss_cls: 0.0248, s2.acc: 96.1646, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0496, loss: 0.8882 +2024-03-13 17:50:23,609 - mmdet - INFO - Epoch [32][550/7330] lr: 4.612e-07, eta: 15:57:57, time: 1.551, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1064, s0.acc: 96.0920, s0.loss_bbox: 0.1797, s0.loss_mask: 0.1991, s1.loss_cls: 0.0486, s1.acc: 96.3702, s1.loss_bbox: 0.0850, s1.loss_mask: 0.1004, s2.loss_cls: 0.0247, s2.acc: 96.2250, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0478, loss: 0.8657 +2024-03-13 17:51:44,982 - mmdet - INFO - Epoch [32][600/7330] lr: 4.612e-07, eta: 15:56:38, time: 1.627, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1130, s0.acc: 95.7991, s0.loss_bbox: 0.1879, s0.loss_mask: 0.2045, s1.loss_cls: 0.0519, s1.acc: 96.0612, s1.loss_bbox: 0.0892, s1.loss_mask: 0.1027, s2.loss_cls: 0.0265, s2.acc: 95.8722, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0488, loss: 0.9054 +2024-03-13 17:53:04,541 - mmdet - INFO - Epoch [32][650/7330] lr: 4.612e-07, eta: 15:55:18, time: 1.591, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1105, s0.acc: 95.9661, s0.loss_bbox: 0.1859, s0.loss_mask: 0.2076, s1.loss_cls: 0.0503, s1.acc: 96.2742, s1.loss_bbox: 0.0882, s1.loss_mask: 0.1047, s2.loss_cls: 0.0253, s2.acc: 96.0815, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0492, loss: 0.8960 +2024-03-13 17:54:20,781 - mmdet - INFO - Epoch [32][700/7330] lr: 4.612e-07, eta: 15:53:58, time: 1.525, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1167, s0.acc: 95.7537, s0.loss_bbox: 0.1861, s0.loss_mask: 0.2087, s1.loss_cls: 0.0541, s1.acc: 96.0188, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1042, s2.loss_cls: 0.0272, s2.acc: 95.9133, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0493, loss: 0.9117 +2024-03-13 17:55:37,849 - mmdet - INFO - Epoch [32][750/7330] lr: 4.612e-07, eta: 15:52:38, time: 1.541, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1077, s0.acc: 96.0471, s0.loss_bbox: 0.1808, s0.loss_mask: 0.2046, s1.loss_cls: 0.0501, s1.acc: 96.3059, s1.loss_bbox: 0.0859, s1.loss_mask: 0.1035, s2.loss_cls: 0.0255, s2.acc: 96.1322, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0492, loss: 0.8804 +2024-03-13 17:56:58,045 - mmdet - INFO - Epoch [32][800/7330] lr: 4.612e-07, eta: 15:51:18, time: 1.604, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1141, s0.acc: 95.8064, s0.loss_bbox: 0.1920, s0.loss_mask: 0.2056, s1.loss_cls: 0.0527, s1.acc: 96.1006, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1035, s2.loss_cls: 0.0266, s2.acc: 95.8677, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0494, loss: 0.9127 +2024-03-13 17:58:19,375 - mmdet - INFO - Epoch [32][850/7330] lr: 4.612e-07, eta: 15:49:59, time: 1.627, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1082, s0.acc: 96.0391, s0.loss_bbox: 0.1816, s0.loss_mask: 0.2039, s1.loss_cls: 0.0500, s1.acc: 96.2329, s1.loss_bbox: 0.0863, s1.loss_mask: 0.1022, s2.loss_cls: 0.0251, s2.acc: 96.1644, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0486, loss: 0.8802 +2024-03-13 17:59:38,956 - mmdet - INFO - Epoch [32][900/7330] lr: 4.612e-07, eta: 15:48:39, time: 1.592, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1097, s0.acc: 95.9795, s0.loss_bbox: 0.1879, s0.loss_mask: 0.2030, s1.loss_cls: 0.0503, s1.acc: 96.2297, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1017, s2.loss_cls: 0.0259, s2.acc: 95.9617, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0484, loss: 0.8939 +2024-03-13 18:00:57,515 - mmdet - INFO - Epoch [32][950/7330] lr: 4.612e-07, eta: 15:47:20, time: 1.571, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1056, s0.acc: 96.1079, s0.loss_bbox: 0.1823, s0.loss_mask: 0.2094, s1.loss_cls: 0.0474, s1.acc: 96.4297, s1.loss_bbox: 0.0876, s1.loss_mask: 0.1050, s2.loss_cls: 0.0244, s2.acc: 96.1705, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0498, loss: 0.8850 +2024-03-13 18:02:14,295 - mmdet - INFO - Epoch [32][1000/7330] lr: 4.612e-07, eta: 15:46:00, time: 1.536, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1164, s0.acc: 95.6938, s0.loss_bbox: 0.1937, s0.loss_mask: 0.2095, s1.loss_cls: 0.0539, s1.acc: 95.9480, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1042, s2.loss_cls: 0.0275, s2.acc: 95.7167, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0495, loss: 0.9241 +2024-03-13 18:03:31,980 - mmdet - INFO - Epoch [32][1050/7330] lr: 4.612e-07, eta: 15:44:40, time: 1.554, data_time: 0.118, memory: 23149, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1172, s0.acc: 95.7407, s0.loss_bbox: 0.1947, s0.loss_mask: 0.2085, s1.loss_cls: 0.0534, s1.acc: 96.0804, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1046, s2.loss_cls: 0.0271, s2.acc: 95.8718, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0497, loss: 0.9292 +2024-03-13 18:04:50,110 - mmdet - INFO - Epoch [32][1100/7330] lr: 4.612e-07, eta: 15:43:20, time: 1.563, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1129, s0.acc: 95.8230, s0.loss_bbox: 0.1875, s0.loss_mask: 0.2098, s1.loss_cls: 0.0530, s1.acc: 96.0257, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1061, s2.loss_cls: 0.0269, s2.acc: 95.8560, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0504, loss: 0.9126 +2024-03-13 18:06:10,811 - mmdet - INFO - Epoch [32][1150/7330] lr: 4.612e-07, eta: 15:42:00, time: 1.614, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1106, s0.acc: 95.9919, s0.loss_bbox: 0.1801, s0.loss_mask: 0.2040, s1.loss_cls: 0.0525, s1.acc: 96.1567, s1.loss_bbox: 0.0868, s1.loss_mask: 0.1038, s2.loss_cls: 0.0265, s2.acc: 95.9846, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0491, loss: 0.8863 +2024-03-13 18:07:28,165 - mmdet - INFO - Epoch [32][1200/7330] lr: 4.612e-07, eta: 15:40:40, time: 1.547, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1162, s0.acc: 95.7852, s0.loss_bbox: 0.1930, s0.loss_mask: 0.2109, s1.loss_cls: 0.0534, s1.acc: 96.1085, s1.loss_bbox: 0.0909, s1.loss_mask: 0.1054, s2.loss_cls: 0.0270, s2.acc: 95.8903, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0501, loss: 0.9247 +2024-03-13 18:08:46,306 - mmdet - INFO - Epoch [32][1250/7330] lr: 4.612e-07, eta: 15:39:21, time: 1.563, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1174, s0.acc: 95.7478, s0.loss_bbox: 0.1905, s0.loss_mask: 0.2084, s1.loss_cls: 0.0547, s1.acc: 95.9664, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1040, s2.loss_cls: 0.0272, s2.acc: 95.8919, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0496, loss: 0.9212 +2024-03-13 18:10:05,869 - mmdet - INFO - Epoch [32][1300/7330] lr: 4.612e-07, eta: 15:38:01, time: 1.591, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1129, s0.acc: 95.8489, s0.loss_bbox: 0.1837, s0.loss_mask: 0.2050, s1.loss_cls: 0.0526, s1.acc: 96.0500, s1.loss_bbox: 0.0868, s1.loss_mask: 0.1025, s2.loss_cls: 0.0263, s2.acc: 95.9423, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0486, loss: 0.8958 +2024-03-13 18:11:25,850 - mmdet - INFO - Epoch [32][1350/7330] lr: 4.612e-07, eta: 15:36:41, time: 1.600, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1120, s0.acc: 95.9038, s0.loss_bbox: 0.1841, s0.loss_mask: 0.2040, s1.loss_cls: 0.0516, s1.acc: 96.1157, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1027, s2.loss_cls: 0.0260, s2.acc: 95.9732, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0489, loss: 0.8919 +2024-03-13 18:12:45,968 - mmdet - INFO - Epoch [32][1400/7330] lr: 4.612e-07, eta: 15:35:22, time: 1.602, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1102, s0.acc: 95.9922, s0.loss_bbox: 0.1858, s0.loss_mask: 0.2046, s1.loss_cls: 0.0511, s1.acc: 96.1932, s1.loss_bbox: 0.0880, s1.loss_mask: 0.1021, s2.loss_cls: 0.0260, s2.acc: 95.9890, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0480, loss: 0.8910 +2024-03-13 18:14:05,051 - mmdet - INFO - Epoch [32][1450/7330] lr: 4.612e-07, eta: 15:34:02, time: 1.582, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1146, s0.acc: 95.8684, s0.loss_bbox: 0.1857, s0.loss_mask: 0.2038, s1.loss_cls: 0.0527, s1.acc: 96.0950, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1037, s2.loss_cls: 0.0269, s2.acc: 95.9704, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0493, loss: 0.9034 +2024-03-13 18:15:25,951 - mmdet - INFO - Epoch [32][1500/7330] lr: 4.612e-07, eta: 15:32:43, time: 1.618, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1126, s0.acc: 95.8411, s0.loss_bbox: 0.1857, s0.loss_mask: 0.2037, s1.loss_cls: 0.0519, s1.acc: 96.0551, s1.loss_bbox: 0.0888, s1.loss_mask: 0.1011, s2.loss_cls: 0.0265, s2.acc: 95.9186, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0479, loss: 0.8959 +2024-03-13 18:16:42,211 - mmdet - INFO - Epoch [32][1550/7330] lr: 4.612e-07, eta: 15:31:23, time: 1.525, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1171, s0.acc: 95.7786, s0.loss_bbox: 0.1887, s0.loss_mask: 0.2058, s1.loss_cls: 0.0529, s1.acc: 96.1288, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1027, s2.loss_cls: 0.0268, s2.acc: 95.9342, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0487, loss: 0.9098 +2024-03-13 18:18:04,902 - mmdet - INFO - Epoch [32][1600/7330] lr: 4.612e-07, eta: 15:30:04, time: 1.654, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1162, s0.acc: 95.7009, s0.loss_bbox: 0.1921, s0.loss_mask: 0.2120, s1.loss_cls: 0.0537, s1.acc: 95.9669, s1.loss_bbox: 0.0914, s1.loss_mask: 0.1059, s2.loss_cls: 0.0272, s2.acc: 95.8274, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0501, loss: 0.9274 +2024-03-13 18:19:23,249 - mmdet - INFO - Epoch [32][1650/7330] lr: 4.612e-07, eta: 15:28:44, time: 1.567, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1164, s0.acc: 95.7212, s0.loss_bbox: 0.1941, s0.loss_mask: 0.2083, s1.loss_cls: 0.0537, s1.acc: 95.9255, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1052, s2.loss_cls: 0.0273, s2.acc: 95.7750, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0501, loss: 0.9268 +2024-03-13 18:20:48,191 - mmdet - INFO - Epoch [32][1700/7330] lr: 4.612e-07, eta: 15:27:25, time: 1.699, data_time: 0.202, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1139, s0.acc: 95.7832, s0.loss_bbox: 0.1904, s0.loss_mask: 0.2099, s1.loss_cls: 0.0533, s1.acc: 95.9664, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1056, s2.loss_cls: 0.0270, s2.acc: 95.8070, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0504, loss: 0.9182 +2024-03-13 18:22:03,763 - mmdet - INFO - Epoch [32][1750/7330] lr: 4.612e-07, eta: 15:26:05, time: 1.511, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1144, s0.acc: 95.7739, s0.loss_bbox: 0.1849, s0.loss_mask: 0.2052, s1.loss_cls: 0.0526, s1.acc: 96.0589, s1.loss_bbox: 0.0877, s1.loss_mask: 0.1023, s2.loss_cls: 0.0263, s2.acc: 95.9441, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0484, loss: 0.8994 +2024-03-13 18:23:19,607 - mmdet - INFO - Epoch [32][1800/7330] lr: 4.612e-07, eta: 15:24:45, time: 1.517, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1198, s0.acc: 95.6167, s0.loss_bbox: 0.1942, s0.loss_mask: 0.2076, s1.loss_cls: 0.0556, s1.acc: 95.8523, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1044, s2.loss_cls: 0.0281, s2.acc: 95.7076, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0495, loss: 0.9346 +2024-03-13 18:24:40,279 - mmdet - INFO - Epoch [32][1850/7330] lr: 4.612e-07, eta: 15:23:25, time: 1.613, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1200, s0.acc: 95.5959, s0.loss_bbox: 0.1956, s0.loss_mask: 0.2105, s1.loss_cls: 0.0559, s1.acc: 95.8228, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1055, s2.loss_cls: 0.0285, s2.acc: 95.6303, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0502, loss: 0.9380 +2024-03-13 18:25:58,468 - mmdet - INFO - Epoch [32][1900/7330] lr: 4.612e-07, eta: 15:22:05, time: 1.564, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1125, s0.acc: 95.8611, s0.loss_bbox: 0.1840, s0.loss_mask: 0.2064, s1.loss_cls: 0.0518, s1.acc: 96.0924, s1.loss_bbox: 0.0872, s1.loss_mask: 0.1030, s2.loss_cls: 0.0259, s2.acc: 96.0442, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0489, loss: 0.8963 +2024-03-13 18:27:18,519 - mmdet - INFO - Epoch [32][1950/7330] lr: 4.612e-07, eta: 15:20:46, time: 1.601, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1184, s0.acc: 95.5696, s0.loss_bbox: 0.1975, s0.loss_mask: 0.2100, s1.loss_cls: 0.0550, s1.acc: 95.7887, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1051, s2.loss_cls: 0.0279, s2.acc: 95.6982, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0500, loss: 0.9362 +2024-03-13 18:28:37,601 - mmdet - INFO - Epoch [32][2000/7330] lr: 4.612e-07, eta: 15:19:26, time: 1.582, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1175, s0.acc: 95.7244, s0.loss_bbox: 0.1898, s0.loss_mask: 0.2078, s1.loss_cls: 0.0544, s1.acc: 95.9422, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1033, s2.loss_cls: 0.0276, s2.acc: 95.8519, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0491, loss: 0.9189 +2024-03-13 18:29:53,782 - mmdet - INFO - Epoch [32][2050/7330] lr: 4.612e-07, eta: 15:18:06, time: 1.524, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1203, s0.acc: 95.5266, s0.loss_bbox: 0.1964, s0.loss_mask: 0.2132, s1.loss_cls: 0.0569, s1.acc: 95.5954, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1069, s2.loss_cls: 0.0286, s2.acc: 95.5178, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0500, loss: 0.9435 +2024-03-13 18:31:11,622 - mmdet - INFO - Epoch [32][2100/7330] lr: 4.612e-07, eta: 15:16:46, time: 1.557, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1083, s0.acc: 96.0366, s0.loss_bbox: 0.1795, s0.loss_mask: 0.2056, s1.loss_cls: 0.0507, s1.acc: 96.1934, s1.loss_bbox: 0.0845, s1.loss_mask: 0.1022, s2.loss_cls: 0.0251, s2.acc: 96.1914, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0482, loss: 0.8770 +2024-03-13 18:32:35,770 - mmdet - INFO - Epoch [32][2150/7330] lr: 4.612e-07, eta: 15:15:27, time: 1.683, data_time: 0.215, memory: 23149, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1188, s0.acc: 95.6091, s0.loss_bbox: 0.1947, s0.loss_mask: 0.2127, s1.loss_cls: 0.0553, s1.acc: 95.8495, s1.loss_bbox: 0.0912, s1.loss_mask: 0.1052, s2.loss_cls: 0.0277, s2.acc: 95.7276, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0499, loss: 0.9376 +2024-03-13 18:33:54,831 - mmdet - INFO - Epoch [32][2200/7330] lr: 4.612e-07, eta: 15:14:07, time: 1.581, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1092, s0.acc: 95.9783, s0.loss_bbox: 0.1781, s0.loss_mask: 0.2022, s1.loss_cls: 0.0511, s1.acc: 96.1992, s1.loss_bbox: 0.0855, s1.loss_mask: 0.1013, s2.loss_cls: 0.0260, s2.acc: 96.0509, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0482, loss: 0.8767 +2024-03-13 18:35:16,312 - mmdet - INFO - Epoch [32][2250/7330] lr: 4.612e-07, eta: 15:12:48, time: 1.630, data_time: 0.224, memory: 23149, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1178, s0.acc: 95.6882, s0.loss_bbox: 0.1927, s0.loss_mask: 0.2089, s1.loss_cls: 0.0548, s1.acc: 95.9353, s1.loss_bbox: 0.0914, s1.loss_mask: 0.1041, s2.loss_cls: 0.0278, s2.acc: 95.7462, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0493, loss: 0.9289 +2024-03-13 18:36:34,786 - mmdet - INFO - Epoch [32][2300/7330] lr: 4.612e-07, eta: 15:11:28, time: 1.570, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1155, s0.acc: 95.7231, s0.loss_bbox: 0.1938, s0.loss_mask: 0.2094, s1.loss_cls: 0.0543, s1.acc: 95.9015, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1046, s2.loss_cls: 0.0273, s2.acc: 95.7638, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0496, loss: 0.9291 +2024-03-13 18:37:50,454 - mmdet - INFO - Epoch [32][2350/7330] lr: 4.612e-07, eta: 15:10:08, time: 1.513, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1230, s0.acc: 95.4412, s0.loss_bbox: 0.1962, s0.loss_mask: 0.2045, s1.loss_cls: 0.0574, s1.acc: 95.6800, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1019, s2.loss_cls: 0.0286, s2.acc: 95.6120, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0484, loss: 0.9343 +2024-03-13 18:39:06,346 - mmdet - INFO - Epoch [32][2400/7330] lr: 4.612e-07, eta: 15:08:48, time: 1.518, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1196, s0.acc: 95.5784, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2113, s1.loss_cls: 0.0547, s1.acc: 95.8349, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1052, s2.loss_cls: 0.0273, s2.acc: 95.7745, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0495, loss: 0.9344 +2024-03-13 18:40:25,161 - mmdet - INFO - Epoch [32][2450/7330] lr: 4.612e-07, eta: 15:07:28, time: 1.576, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1194, s0.acc: 95.6560, s0.loss_bbox: 0.1931, s0.loss_mask: 0.2102, s1.loss_cls: 0.0553, s1.acc: 95.8967, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1062, s2.loss_cls: 0.0278, s2.acc: 95.6837, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0500, loss: 0.9314 +2024-03-13 18:41:44,357 - mmdet - INFO - Epoch [32][2500/7330] lr: 4.612e-07, eta: 15:06:09, time: 1.584, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1216, s0.acc: 95.5713, s0.loss_bbox: 0.1897, s0.loss_mask: 0.2116, s1.loss_cls: 0.0558, s1.acc: 95.8508, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1062, s2.loss_cls: 0.0280, s2.acc: 95.6437, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0505, loss: 0.9330 +2024-03-13 18:43:03,465 - mmdet - INFO - Epoch [32][2550/7330] lr: 4.612e-07, eta: 15:04:49, time: 1.582, data_time: 0.207, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1135, s0.acc: 95.8408, s0.loss_bbox: 0.1897, s0.loss_mask: 0.2073, s1.loss_cls: 0.0528, s1.acc: 96.0353, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1027, s2.loss_cls: 0.0270, s2.acc: 95.9219, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0488, loss: 0.9095 +2024-03-13 18:44:25,271 - mmdet - INFO - Epoch [32][2600/7330] lr: 4.612e-07, eta: 15:03:30, time: 1.636, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1160, s0.acc: 95.7566, s0.loss_bbox: 0.1892, s0.loss_mask: 0.2101, s1.loss_cls: 0.0532, s1.acc: 96.0208, s1.loss_bbox: 0.0888, s1.loss_mask: 0.1041, s2.loss_cls: 0.0269, s2.acc: 95.7992, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0492, loss: 0.9149 +2024-03-13 18:45:42,421 - mmdet - INFO - Epoch [32][2650/7330] lr: 4.612e-07, eta: 15:02:10, time: 1.543, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1182, s0.acc: 95.6665, s0.loss_bbox: 0.1908, s0.loss_mask: 0.2105, s1.loss_cls: 0.0543, s1.acc: 95.9531, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1039, s2.loss_cls: 0.0271, s2.acc: 95.7960, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0492, loss: 0.9220 +2024-03-13 18:47:01,338 - mmdet - INFO - Epoch [32][2700/7330] lr: 4.612e-07, eta: 15:00:50, time: 1.578, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1067, s0.acc: 96.0334, s0.loss_bbox: 0.1804, s0.loss_mask: 0.2048, s1.loss_cls: 0.0500, s1.acc: 96.2546, s1.loss_bbox: 0.0862, s1.loss_mask: 0.1025, s2.loss_cls: 0.0258, s2.acc: 95.9958, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0486, loss: 0.8779 +2024-03-13 18:48:22,927 - mmdet - INFO - Epoch [32][2750/7330] lr: 4.612e-07, eta: 14:59:31, time: 1.632, data_time: 0.224, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1188, s0.acc: 95.6201, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2130, s1.loss_cls: 0.0552, s1.acc: 95.8435, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1058, s2.loss_cls: 0.0275, s2.acc: 95.7183, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0499, loss: 0.9423 +2024-03-13 18:49:42,082 - mmdet - INFO - Epoch [32][2800/7330] lr: 4.612e-07, eta: 14:58:11, time: 1.583, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1139, s0.acc: 95.8213, s0.loss_bbox: 0.1905, s0.loss_mask: 0.2085, s1.loss_cls: 0.0529, s1.acc: 96.0271, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1035, s2.loss_cls: 0.0266, s2.acc: 95.8709, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0488, loss: 0.9124 +2024-03-13 18:50:59,969 - mmdet - INFO - Epoch [32][2850/7330] lr: 4.612e-07, eta: 14:56:51, time: 1.557, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1110, s0.acc: 95.8423, s0.loss_bbox: 0.1890, s0.loss_mask: 0.2099, s1.loss_cls: 0.0512, s1.acc: 96.0990, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1046, s2.loss_cls: 0.0258, s2.acc: 95.9580, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0494, loss: 0.9088 +2024-03-13 18:52:21,456 - mmdet - INFO - Epoch [32][2900/7330] lr: 4.612e-07, eta: 14:55:32, time: 1.630, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1148, s0.acc: 95.8381, s0.loss_bbox: 0.1829, s0.loss_mask: 0.2045, s1.loss_cls: 0.0528, s1.acc: 96.0668, s1.loss_bbox: 0.0863, s1.loss_mask: 0.1024, s2.loss_cls: 0.0260, s2.acc: 96.0573, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0487, loss: 0.8964 +2024-03-13 18:53:39,522 - mmdet - INFO - Epoch [32][2950/7330] lr: 4.612e-07, eta: 14:54:12, time: 1.561, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1206, s0.acc: 95.5835, s0.loss_bbox: 0.1941, s0.loss_mask: 0.2125, s1.loss_cls: 0.0559, s1.acc: 95.8464, s1.loss_bbox: 0.0897, s1.loss_mask: 0.1054, s2.loss_cls: 0.0275, s2.acc: 95.7777, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0498, loss: 0.9333 +2024-03-13 18:54:59,200 - mmdet - INFO - Epoch [32][3000/7330] lr: 4.612e-07, eta: 14:52:52, time: 1.593, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1130, s0.acc: 95.8718, s0.loss_bbox: 0.1863, s0.loss_mask: 0.2071, s1.loss_cls: 0.0519, s1.acc: 96.1692, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1044, s2.loss_cls: 0.0264, s2.acc: 95.9420, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0494, loss: 0.9036 +2024-03-13 18:56:17,664 - mmdet - INFO - Epoch [32][3050/7330] lr: 4.612e-07, eta: 14:51:33, time: 1.570, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1103, s0.acc: 95.9011, s0.loss_bbox: 0.1785, s0.loss_mask: 0.2073, s1.loss_cls: 0.0513, s1.acc: 96.0849, s1.loss_bbox: 0.0857, s1.loss_mask: 0.1036, s2.loss_cls: 0.0259, s2.acc: 96.0177, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0495, loss: 0.8863 +2024-03-13 18:57:40,866 - mmdet - INFO - Epoch [32][3100/7330] lr: 4.612e-07, eta: 14:50:14, time: 1.664, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1165, s0.acc: 95.7271, s0.loss_bbox: 0.1922, s0.loss_mask: 0.2054, s1.loss_cls: 0.0534, s1.acc: 96.0052, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1024, s2.loss_cls: 0.0265, s2.acc: 95.9199, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0485, loss: 0.9153 +2024-03-13 18:58:58,378 - mmdet - INFO - Epoch [32][3150/7330] lr: 4.612e-07, eta: 14:48:54, time: 1.550, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1123, s0.acc: 95.8840, s0.loss_bbox: 0.1802, s0.loss_mask: 0.2047, s1.loss_cls: 0.0514, s1.acc: 96.2106, s1.loss_bbox: 0.0846, s1.loss_mask: 0.1029, s2.loss_cls: 0.0259, s2.acc: 96.0509, s2.loss_bbox: 0.0353, s2.loss_mask: 0.0488, loss: 0.8859 +2024-03-13 19:00:19,869 - mmdet - INFO - Epoch [32][3200/7330] lr: 4.612e-07, eta: 14:47:34, time: 1.630, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1158, s0.acc: 95.7463, s0.loss_bbox: 0.1953, s0.loss_mask: 0.2128, s1.loss_cls: 0.0538, s1.acc: 95.9605, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1060, s2.loss_cls: 0.0271, s2.acc: 95.7226, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0504, loss: 0.9315 +2024-03-13 19:01:38,965 - mmdet - INFO - Epoch [32][3250/7330] lr: 4.612e-07, eta: 14:46:15, time: 1.582, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1224, s0.acc: 95.5498, s0.loss_bbox: 0.1966, s0.loss_mask: 0.2121, s1.loss_cls: 0.0577, s1.acc: 95.7917, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1062, s2.loss_cls: 0.0287, s2.acc: 95.6777, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0505, loss: 0.9487 +2024-03-13 19:03:01,406 - mmdet - INFO - Epoch [32][3300/7330] lr: 4.612e-07, eta: 14:44:55, time: 1.649, data_time: 0.202, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1184, s0.acc: 95.6936, s0.loss_bbox: 0.1942, s0.loss_mask: 0.2084, s1.loss_cls: 0.0545, s1.acc: 95.9219, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1035, s2.loss_cls: 0.0275, s2.acc: 95.7747, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0491, loss: 0.9257 +2024-03-13 19:04:20,259 - mmdet - INFO - Epoch [32][3350/7330] lr: 4.612e-07, eta: 14:43:36, time: 1.577, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1136, s0.acc: 95.8804, s0.loss_bbox: 0.1912, s0.loss_mask: 0.2069, s1.loss_cls: 0.0524, s1.acc: 96.1059, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1041, s2.loss_cls: 0.0266, s2.acc: 95.8797, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0493, loss: 0.9120 +2024-03-13 19:05:42,710 - mmdet - INFO - Epoch [32][3400/7330] lr: 4.612e-07, eta: 14:42:17, time: 1.649, data_time: 0.221, memory: 23149, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1094, s0.acc: 95.9229, s0.loss_bbox: 0.1816, s0.loss_mask: 0.2044, s1.loss_cls: 0.0505, s1.acc: 96.1843, s1.loss_bbox: 0.0870, s1.loss_mask: 0.1028, s2.loss_cls: 0.0258, s2.acc: 96.0357, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0488, loss: 0.8831 +2024-03-13 19:06:59,319 - mmdet - INFO - Epoch [32][3450/7330] lr: 4.612e-07, eta: 14:40:57, time: 1.532, data_time: 0.121, memory: 23149, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1130, s0.acc: 95.8118, s0.loss_bbox: 0.1866, s0.loss_mask: 0.2033, s1.loss_cls: 0.0518, s1.acc: 96.0876, s1.loss_bbox: 0.0889, s1.loss_mask: 0.1014, s2.loss_cls: 0.0262, s2.acc: 95.9115, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0478, loss: 0.8944 +2024-03-13 19:08:20,272 - mmdet - INFO - Epoch [32][3500/7330] lr: 4.612e-07, eta: 14:39:37, time: 1.619, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1185, s0.acc: 95.5481, s0.loss_bbox: 0.1920, s0.loss_mask: 0.2087, s1.loss_cls: 0.0552, s1.acc: 95.7324, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1040, s2.loss_cls: 0.0276, s2.acc: 95.6157, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0492, loss: 0.9298 +2024-03-13 19:09:41,358 - mmdet - INFO - Epoch [32][3550/7330] lr: 4.612e-07, eta: 14:38:18, time: 1.622, data_time: 0.203, memory: 23149, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1117, s0.acc: 95.8579, s0.loss_bbox: 0.1876, s0.loss_mask: 0.2077, s1.loss_cls: 0.0525, s1.acc: 96.0533, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1036, s2.loss_cls: 0.0265, s2.acc: 95.9809, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0493, loss: 0.9049 +2024-03-13 19:10:59,731 - mmdet - INFO - Epoch [32][3600/7330] lr: 4.612e-07, eta: 14:36:58, time: 1.567, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1121, s0.acc: 95.8911, s0.loss_bbox: 0.1839, s0.loss_mask: 0.2095, s1.loss_cls: 0.0521, s1.acc: 96.0381, s1.loss_bbox: 0.0877, s1.loss_mask: 0.1041, s2.loss_cls: 0.0265, s2.acc: 95.8831, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0496, loss: 0.8999 +2024-03-13 19:12:25,059 - mmdet - INFO - Epoch [32][3650/7330] lr: 4.612e-07, eta: 14:35:39, time: 1.707, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1142, s0.acc: 95.8442, s0.loss_bbox: 0.1880, s0.loss_mask: 0.2060, s1.loss_cls: 0.0525, s1.acc: 96.1249, s1.loss_bbox: 0.0882, s1.loss_mask: 0.1030, s2.loss_cls: 0.0265, s2.acc: 96.0701, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0488, loss: 0.9040 +2024-03-13 19:13:44,896 - mmdet - INFO - Epoch [32][3700/7330] lr: 4.612e-07, eta: 14:34:20, time: 1.596, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1116, s0.acc: 95.8726, s0.loss_bbox: 0.1869, s0.loss_mask: 0.2115, s1.loss_cls: 0.0511, s1.acc: 96.1542, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1049, s2.loss_cls: 0.0260, s2.acc: 96.0022, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0495, loss: 0.9079 +2024-03-13 19:15:02,553 - mmdet - INFO - Epoch [32][3750/7330] lr: 4.612e-07, eta: 14:33:00, time: 1.553, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1134, s0.acc: 95.8457, s0.loss_bbox: 0.1845, s0.loss_mask: 0.2090, s1.loss_cls: 0.0521, s1.acc: 96.0783, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1043, s2.loss_cls: 0.0260, s2.acc: 96.0335, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0493, loss: 0.9041 +2024-03-13 19:16:21,424 - mmdet - INFO - Epoch [32][3800/7330] lr: 4.612e-07, eta: 14:31:40, time: 1.577, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1176, s0.acc: 95.6870, s0.loss_bbox: 0.1903, s0.loss_mask: 0.2097, s1.loss_cls: 0.0543, s1.acc: 95.9564, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1047, s2.loss_cls: 0.0273, s2.acc: 95.8437, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0498, loss: 0.9236 +2024-03-13 19:17:38,962 - mmdet - INFO - Epoch [32][3850/7330] lr: 4.612e-07, eta: 14:30:20, time: 1.551, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1208, s0.acc: 95.5374, s0.loss_bbox: 0.1937, s0.loss_mask: 0.2124, s1.loss_cls: 0.0558, s1.acc: 95.7859, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1061, s2.loss_cls: 0.0280, s2.acc: 95.7036, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0501, loss: 0.9405 +2024-03-13 19:19:00,067 - mmdet - INFO - Epoch [32][3900/7330] lr: 4.612e-07, eta: 14:29:01, time: 1.622, data_time: 0.198, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1159, s0.acc: 95.7219, s0.loss_bbox: 0.1847, s0.loss_mask: 0.2057, s1.loss_cls: 0.0539, s1.acc: 95.9207, s1.loss_bbox: 0.0870, s1.loss_mask: 0.1036, s2.loss_cls: 0.0271, s2.acc: 95.7678, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0491, loss: 0.9042 +2024-03-13 19:20:18,777 - mmdet - INFO - Epoch [32][3950/7330] lr: 4.612e-07, eta: 14:27:41, time: 1.574, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1153, s0.acc: 95.7405, s0.loss_bbox: 0.1883, s0.loss_mask: 0.2098, s1.loss_cls: 0.0535, s1.acc: 95.9210, s1.loss_bbox: 0.0888, s1.loss_mask: 0.1037, s2.loss_cls: 0.0267, s2.acc: 95.8118, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0489, loss: 0.9117 +2024-03-13 19:21:40,571 - mmdet - INFO - Epoch [32][4000/7330] lr: 4.612e-07, eta: 14:26:22, time: 1.636, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1182, s0.acc: 95.6250, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2105, s1.loss_cls: 0.0547, s1.acc: 95.9067, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1048, s2.loss_cls: 0.0277, s2.acc: 95.7785, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0497, loss: 0.9325 +2024-03-13 19:23:07,930 - mmdet - INFO - Epoch [32][4050/7330] lr: 4.612e-07, eta: 14:25:03, time: 1.747, data_time: 0.229, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1212, s0.acc: 95.4553, s0.loss_bbox: 0.1941, s0.loss_mask: 0.2098, s1.loss_cls: 0.0571, s1.acc: 95.6630, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1050, s2.loss_cls: 0.0289, s2.acc: 95.4747, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0497, loss: 0.9381 +2024-03-13 19:24:27,926 - mmdet - INFO - Epoch [32][4100/7330] lr: 4.612e-07, eta: 14:23:44, time: 1.600, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1123, s0.acc: 95.8979, s0.loss_bbox: 0.1830, s0.loss_mask: 0.2088, s1.loss_cls: 0.0518, s1.acc: 96.1225, s1.loss_bbox: 0.0860, s1.loss_mask: 0.1031, s2.loss_cls: 0.0262, s2.acc: 96.0357, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0488, loss: 0.8961 +2024-03-13 19:25:43,950 - mmdet - INFO - Epoch [32][4150/7330] lr: 4.612e-07, eta: 14:22:24, time: 1.520, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1135, s0.acc: 95.7634, s0.loss_bbox: 0.1872, s0.loss_mask: 0.2042, s1.loss_cls: 0.0525, s1.acc: 95.9869, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1022, s2.loss_cls: 0.0265, s2.acc: 95.8107, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0484, loss: 0.9022 +2024-03-13 19:27:04,861 - mmdet - INFO - Epoch [32][4200/7330] lr: 4.612e-07, eta: 14:21:04, time: 1.618, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1165, s0.acc: 95.7637, s0.loss_bbox: 0.1939, s0.loss_mask: 0.2108, s1.loss_cls: 0.0541, s1.acc: 95.9855, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1050, s2.loss_cls: 0.0274, s2.acc: 95.8465, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0498, loss: 0.9285 +2024-03-13 19:28:24,785 - mmdet - INFO - Epoch [32][4250/7330] lr: 4.612e-07, eta: 14:19:45, time: 1.598, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1190, s0.acc: 95.6382, s0.loss_bbox: 0.1959, s0.loss_mask: 0.2090, s1.loss_cls: 0.0547, s1.acc: 95.9030, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1041, s2.loss_cls: 0.0277, s2.acc: 95.6724, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0492, loss: 0.9304 +2024-03-13 19:29:45,381 - mmdet - INFO - Epoch [32][4300/7330] lr: 4.612e-07, eta: 14:18:25, time: 1.612, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1130, s0.acc: 95.8123, s0.loss_bbox: 0.1802, s0.loss_mask: 0.2143, s1.loss_cls: 0.0526, s1.acc: 95.9904, s1.loss_bbox: 0.0844, s1.loss_mask: 0.1060, s2.loss_cls: 0.0265, s2.acc: 95.8908, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0502, loss: 0.9028 +2024-03-13 19:31:04,374 - mmdet - INFO - Epoch [32][4350/7330] lr: 4.612e-07, eta: 14:17:05, time: 1.580, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1136, s0.acc: 95.8481, s0.loss_bbox: 0.1868, s0.loss_mask: 0.2081, s1.loss_cls: 0.0521, s1.acc: 96.1512, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1038, s2.loss_cls: 0.0264, s2.acc: 95.9683, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0493, loss: 0.9048 +2024-03-13 19:32:24,249 - mmdet - INFO - Epoch [32][4400/7330] lr: 4.612e-07, eta: 14:15:46, time: 1.597, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1162, s0.acc: 95.6956, s0.loss_bbox: 0.1932, s0.loss_mask: 0.2067, s1.loss_cls: 0.0537, s1.acc: 95.9146, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1019, s2.loss_cls: 0.0276, s2.acc: 95.7235, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0483, loss: 0.9184 +2024-03-13 19:33:41,858 - mmdet - INFO - Epoch [32][4450/7330] lr: 4.612e-07, eta: 14:14:26, time: 1.552, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1093, s0.acc: 96.0322, s0.loss_bbox: 0.1786, s0.loss_mask: 0.2070, s1.loss_cls: 0.0507, s1.acc: 96.2056, s1.loss_bbox: 0.0852, s1.loss_mask: 0.1032, s2.loss_cls: 0.0256, s2.acc: 96.1411, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0494, loss: 0.8819 +2024-03-13 19:35:02,940 - mmdet - INFO - Epoch [32][4500/7330] lr: 4.612e-07, eta: 14:13:07, time: 1.622, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1209, s0.acc: 95.5764, s0.loss_bbox: 0.1954, s0.loss_mask: 0.2100, s1.loss_cls: 0.0556, s1.acc: 95.8027, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1041, s2.loss_cls: 0.0283, s2.acc: 95.6283, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0493, loss: 0.9355 +2024-03-13 19:36:23,861 - mmdet - INFO - Epoch [32][4550/7330] lr: 4.612e-07, eta: 14:11:47, time: 1.618, data_time: 0.118, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1110, s0.acc: 95.8701, s0.loss_bbox: 0.1866, s0.loss_mask: 0.2058, s1.loss_cls: 0.0512, s1.acc: 96.0788, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1039, s2.loss_cls: 0.0261, s2.acc: 95.9296, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0493, loss: 0.8989 +2024-03-13 19:37:45,864 - mmdet - INFO - Epoch [32][4600/7330] lr: 4.612e-07, eta: 14:10:28, time: 1.640, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1112, s0.acc: 95.9167, s0.loss_bbox: 0.1818, s0.loss_mask: 0.2105, s1.loss_cls: 0.0518, s1.acc: 96.0759, s1.loss_bbox: 0.0866, s1.loss_mask: 0.1058, s2.loss_cls: 0.0261, s2.acc: 95.9989, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0505, loss: 0.9021 +2024-03-13 19:39:03,440 - mmdet - INFO - Epoch [32][4650/7330] lr: 4.612e-07, eta: 14:09:08, time: 1.551, data_time: 0.135, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1153, s0.acc: 95.7588, s0.loss_bbox: 0.1885, s0.loss_mask: 0.2113, s1.loss_cls: 0.0532, s1.acc: 95.9970, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1060, s2.loss_cls: 0.0276, s2.acc: 95.7667, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0502, loss: 0.9197 +2024-03-13 19:40:19,291 - mmdet - INFO - Epoch [32][4700/7330] lr: 4.612e-07, eta: 14:07:48, time: 1.517, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1167, s0.acc: 95.7190, s0.loss_bbox: 0.1889, s0.loss_mask: 0.2109, s1.loss_cls: 0.0539, s1.acc: 95.9548, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1055, s2.loss_cls: 0.0273, s2.acc: 95.7809, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0504, loss: 0.9201 +2024-03-13 19:41:40,942 - mmdet - INFO - Epoch [32][4750/7330] lr: 4.612e-07, eta: 14:06:28, time: 1.633, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1157, s0.acc: 95.7930, s0.loss_bbox: 0.1901, s0.loss_mask: 0.2097, s1.loss_cls: 0.0525, s1.acc: 96.0618, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1045, s2.loss_cls: 0.0263, s2.acc: 95.9980, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0494, loss: 0.9174 +2024-03-13 19:43:01,519 - mmdet - INFO - Epoch [32][4800/7330] lr: 4.612e-07, eta: 14:05:09, time: 1.612, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1202, s0.acc: 95.6353, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2098, s1.loss_cls: 0.0556, s1.acc: 95.8650, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1051, s2.loss_cls: 0.0281, s2.acc: 95.6325, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0499, loss: 0.9314 +2024-03-13 19:44:20,317 - mmdet - INFO - Epoch [32][4850/7330] lr: 4.612e-07, eta: 14:03:49, time: 1.576, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1142, s0.acc: 95.7302, s0.loss_bbox: 0.1930, s0.loss_mask: 0.2085, s1.loss_cls: 0.0536, s1.acc: 95.9601, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1034, s2.loss_cls: 0.0273, s2.acc: 95.8174, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0490, loss: 0.9178 +2024-03-13 19:45:37,770 - mmdet - INFO - Epoch [32][4900/7330] lr: 4.612e-07, eta: 14:02:29, time: 1.549, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1137, s0.acc: 95.8313, s0.loss_bbox: 0.1853, s0.loss_mask: 0.2081, s1.loss_cls: 0.0526, s1.acc: 96.0553, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1037, s2.loss_cls: 0.0268, s2.acc: 95.9374, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0489, loss: 0.9039 +2024-03-13 19:46:58,857 - mmdet - INFO - Epoch [32][4950/7330] lr: 4.612e-07, eta: 14:01:10, time: 1.622, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1166, s0.acc: 95.7544, s0.loss_bbox: 0.1941, s0.loss_mask: 0.2102, s1.loss_cls: 0.0534, s1.acc: 96.0192, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1050, s2.loss_cls: 0.0270, s2.acc: 95.9081, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0498, loss: 0.9289 +2024-03-13 19:48:14,317 - mmdet - INFO - Epoch [32][5000/7330] lr: 4.612e-07, eta: 13:59:50, time: 1.509, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1161, s0.acc: 95.7166, s0.loss_bbox: 0.1895, s0.loss_mask: 0.2070, s1.loss_cls: 0.0530, s1.acc: 95.9719, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1029, s2.loss_cls: 0.0270, s2.acc: 95.8374, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0485, loss: 0.9114 +2024-03-13 19:49:34,484 - mmdet - INFO - Epoch [32][5050/7330] lr: 4.612e-07, eta: 13:58:30, time: 1.603, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1225, s0.acc: 95.5791, s0.loss_bbox: 0.1937, s0.loss_mask: 0.2122, s1.loss_cls: 0.0569, s1.acc: 95.8006, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1067, s2.loss_cls: 0.0282, s2.acc: 95.6686, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0504, loss: 0.9440 +2024-03-13 19:50:52,582 - mmdet - INFO - Epoch [32][5100/7330] lr: 4.612e-07, eta: 13:57:10, time: 1.562, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1112, s0.acc: 95.8354, s0.loss_bbox: 0.1882, s0.loss_mask: 0.2105, s1.loss_cls: 0.0522, s1.acc: 96.0495, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1053, s2.loss_cls: 0.0265, s2.acc: 95.8157, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0502, loss: 0.9094 +2024-03-13 19:52:14,483 - mmdet - INFO - Epoch [32][5150/7330] lr: 4.612e-07, eta: 13:55:51, time: 1.638, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1168, s0.acc: 95.7029, s0.loss_bbox: 0.1966, s0.loss_mask: 0.2108, s1.loss_cls: 0.0535, s1.acc: 95.9788, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1049, s2.loss_cls: 0.0271, s2.acc: 95.8207, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0497, loss: 0.9337 +2024-03-13 19:53:36,135 - mmdet - INFO - Epoch [32][5200/7330] lr: 4.612e-07, eta: 13:54:32, time: 1.633, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1144, s0.acc: 95.8298, s0.loss_bbox: 0.1866, s0.loss_mask: 0.2107, s1.loss_cls: 0.0528, s1.acc: 96.0410, s1.loss_bbox: 0.0873, s1.loss_mask: 0.1049, s2.loss_cls: 0.0262, s2.acc: 95.9687, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0495, loss: 0.9076 +2024-03-13 19:54:56,012 - mmdet - INFO - Epoch [32][5250/7330] lr: 4.612e-07, eta: 13:53:12, time: 1.598, data_time: 0.206, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1126, s0.acc: 95.8613, s0.loss_bbox: 0.1891, s0.loss_mask: 0.2077, s1.loss_cls: 0.0523, s1.acc: 96.0707, s1.loss_bbox: 0.0889, s1.loss_mask: 0.1028, s2.loss_cls: 0.0262, s2.acc: 95.9462, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0486, loss: 0.9078 +2024-03-13 19:56:16,469 - mmdet - INFO - Epoch [32][5300/7330] lr: 4.612e-07, eta: 13:51:53, time: 1.609, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1130, s0.acc: 95.9011, s0.loss_bbox: 0.1858, s0.loss_mask: 0.2052, s1.loss_cls: 0.0512, s1.acc: 96.1653, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1024, s2.loss_cls: 0.0257, s2.acc: 96.1219, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0489, loss: 0.8979 +2024-03-13 19:57:31,383 - mmdet - INFO - Epoch [32][5350/7330] lr: 4.612e-07, eta: 13:50:33, time: 1.498, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1167, s0.acc: 95.6816, s0.loss_bbox: 0.1954, s0.loss_mask: 0.2119, s1.loss_cls: 0.0546, s1.acc: 95.8874, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1059, s2.loss_cls: 0.0279, s2.acc: 95.6690, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0506, loss: 0.9357 +2024-03-13 19:58:50,418 - mmdet - INFO - Epoch [32][5400/7330] lr: 4.612e-07, eta: 13:49:13, time: 1.581, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1183, s0.acc: 95.5947, s0.loss_bbox: 0.1920, s0.loss_mask: 0.2095, s1.loss_cls: 0.0543, s1.acc: 95.9148, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1039, s2.loss_cls: 0.0276, s2.acc: 95.7297, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0490, loss: 0.9270 +2024-03-13 20:00:12,576 - mmdet - INFO - Epoch [32][5450/7330] lr: 4.612e-07, eta: 13:47:54, time: 1.643, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1207, s0.acc: 95.5923, s0.loss_bbox: 0.1935, s0.loss_mask: 0.2072, s1.loss_cls: 0.0555, s1.acc: 95.8538, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1032, s2.loss_cls: 0.0277, s2.acc: 95.7563, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0489, loss: 0.9287 +2024-03-13 20:01:29,468 - mmdet - INFO - Epoch [32][5500/7330] lr: 4.612e-07, eta: 13:46:34, time: 1.537, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1090, s0.acc: 95.9897, s0.loss_bbox: 0.1808, s0.loss_mask: 0.2054, s1.loss_cls: 0.0513, s1.acc: 96.1021, s1.loss_bbox: 0.0864, s1.loss_mask: 0.1034, s2.loss_cls: 0.0260, s2.acc: 95.9771, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0493, loss: 0.8858 +2024-03-13 20:02:47,918 - mmdet - INFO - Epoch [32][5550/7330] lr: 4.612e-07, eta: 13:45:14, time: 1.569, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1190, s0.acc: 95.6812, s0.loss_bbox: 0.1928, s0.loss_mask: 0.2116, s1.loss_cls: 0.0548, s1.acc: 95.9447, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1055, s2.loss_cls: 0.0278, s2.acc: 95.8530, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0500, loss: 0.9320 +2024-03-13 20:04:05,058 - mmdet - INFO - Epoch [32][5600/7330] lr: 4.612e-07, eta: 13:43:54, time: 1.543, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1122, s0.acc: 95.8286, s0.loss_bbox: 0.1860, s0.loss_mask: 0.2092, s1.loss_cls: 0.0525, s1.acc: 96.0928, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1050, s2.loss_cls: 0.0264, s2.acc: 95.9011, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0496, loss: 0.9076 +2024-03-13 20:05:26,495 - mmdet - INFO - Epoch [32][5650/7330] lr: 4.612e-07, eta: 13:42:35, time: 1.628, data_time: 0.211, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1164, s0.acc: 95.7407, s0.loss_bbox: 0.1953, s0.loss_mask: 0.2116, s1.loss_cls: 0.0531, s1.acc: 96.0161, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1056, s2.loss_cls: 0.0271, s2.acc: 95.7845, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0499, loss: 0.9278 +2024-03-13 20:06:46,500 - mmdet - INFO - Epoch [32][5700/7330] lr: 4.612e-07, eta: 13:41:15, time: 1.600, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1124, s0.acc: 95.9216, s0.loss_bbox: 0.1903, s0.loss_mask: 0.2058, s1.loss_cls: 0.0514, s1.acc: 96.2215, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1025, s2.loss_cls: 0.0264, s2.acc: 95.9162, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0487, loss: 0.9050 +2024-03-13 20:08:06,229 - mmdet - INFO - Epoch [32][5750/7330] lr: 4.612e-07, eta: 13:39:55, time: 1.595, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1163, s0.acc: 95.7021, s0.loss_bbox: 0.1911, s0.loss_mask: 0.2088, s1.loss_cls: 0.0539, s1.acc: 95.9419, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1045, s2.loss_cls: 0.0276, s2.acc: 95.7112, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0494, loss: 0.9241 +2024-03-13 20:09:23,590 - mmdet - INFO - Epoch [32][5800/7330] lr: 4.612e-07, eta: 13:38:36, time: 1.547, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1069, s0.acc: 96.1023, s0.loss_bbox: 0.1725, s0.loss_mask: 0.1975, s1.loss_cls: 0.0482, s1.acc: 96.4032, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0995, s2.loss_cls: 0.0242, s2.acc: 96.2761, s2.loss_bbox: 0.0346, s2.loss_mask: 0.0473, loss: 0.8497 +2024-03-13 20:10:46,514 - mmdet - INFO - Epoch [32][5850/7330] lr: 4.612e-07, eta: 13:37:16, time: 1.658, data_time: 0.219, memory: 23149, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1179, s0.acc: 95.5344, s0.loss_bbox: 0.1954, s0.loss_mask: 0.2123, s1.loss_cls: 0.0552, s1.acc: 95.7794, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1066, s2.loss_cls: 0.0280, s2.acc: 95.6104, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0504, loss: 0.9393 +2024-03-13 20:12:11,347 - mmdet - INFO - Epoch [32][5900/7330] lr: 4.612e-07, eta: 13:35:57, time: 1.697, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1147, s0.acc: 95.7771, s0.loss_bbox: 0.1881, s0.loss_mask: 0.2069, s1.loss_cls: 0.0527, s1.acc: 96.0211, s1.loss_bbox: 0.0882, s1.loss_mask: 0.1034, s2.loss_cls: 0.0267, s2.acc: 95.8625, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0489, loss: 0.9081 +2024-03-13 20:13:30,087 - mmdet - INFO - Epoch [32][5950/7330] lr: 4.612e-07, eta: 13:34:38, time: 1.575, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1114, s0.acc: 95.9617, s0.loss_bbox: 0.1841, s0.loss_mask: 0.2077, s1.loss_cls: 0.0508, s1.acc: 96.2089, s1.loss_bbox: 0.0860, s1.loss_mask: 0.1042, s2.loss_cls: 0.0253, s2.acc: 96.1205, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0492, loss: 0.8932 +2024-03-13 20:14:51,079 - mmdet - INFO - Epoch [32][6000/7330] lr: 4.612e-07, eta: 13:33:18, time: 1.620, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1123, s0.acc: 95.8804, s0.loss_bbox: 0.1857, s0.loss_mask: 0.2109, s1.loss_cls: 0.0523, s1.acc: 96.0676, s1.loss_bbox: 0.0876, s1.loss_mask: 0.1052, s2.loss_cls: 0.0262, s2.acc: 96.0164, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0497, loss: 0.9062 +2024-03-13 20:16:17,270 - mmdet - INFO - Epoch [32][6050/7330] lr: 4.612e-07, eta: 13:32:00, time: 1.724, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1191, s0.acc: 95.6145, s0.loss_bbox: 0.1972, s0.loss_mask: 0.2118, s1.loss_cls: 0.0559, s1.acc: 95.8452, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1055, s2.loss_cls: 0.0282, s2.acc: 95.7111, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0499, loss: 0.9405 +2024-03-13 20:17:37,697 - mmdet - INFO - Epoch [32][6100/7330] lr: 4.612e-07, eta: 13:30:40, time: 1.609, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1146, s0.acc: 95.7883, s0.loss_bbox: 0.1845, s0.loss_mask: 0.2067, s1.loss_cls: 0.0535, s1.acc: 96.0504, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1052, s2.loss_cls: 0.0273, s2.acc: 95.8494, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0498, loss: 0.9081 +2024-03-13 20:18:58,819 - mmdet - INFO - Epoch [32][6150/7330] lr: 4.612e-07, eta: 13:29:21, time: 1.622, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1174, s0.acc: 95.6755, s0.loss_bbox: 0.1912, s0.loss_mask: 0.2124, s1.loss_cls: 0.0538, s1.acc: 95.9069, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1047, s2.loss_cls: 0.0270, s2.acc: 95.8261, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0494, loss: 0.9248 +2024-03-13 20:20:18,182 - mmdet - INFO - Epoch [32][6200/7330] lr: 4.612e-07, eta: 13:28:01, time: 1.587, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1182, s0.acc: 95.6377, s0.loss_bbox: 0.1916, s0.loss_mask: 0.2077, s1.loss_cls: 0.0556, s1.acc: 95.8451, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1038, s2.loss_cls: 0.0278, s2.acc: 95.6995, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0491, loss: 0.9238 +2024-03-13 20:21:38,057 - mmdet - INFO - Epoch [32][6250/7330] lr: 4.612e-07, eta: 13:26:41, time: 1.597, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1117, s0.acc: 95.8491, s0.loss_bbox: 0.1881, s0.loss_mask: 0.2107, s1.loss_cls: 0.0513, s1.acc: 96.1101, s1.loss_bbox: 0.0878, s1.loss_mask: 0.1042, s2.loss_cls: 0.0257, s2.acc: 96.0082, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0493, loss: 0.9056 +2024-03-13 20:22:55,856 - mmdet - INFO - Epoch [32][6300/7330] lr: 4.612e-07, eta: 13:25:22, time: 1.556, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1183, s0.acc: 95.6494, s0.loss_bbox: 0.1963, s0.loss_mask: 0.2085, s1.loss_cls: 0.0555, s1.acc: 95.8707, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1041, s2.loss_cls: 0.0283, s2.acc: 95.5861, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0494, loss: 0.9373 +2024-03-13 20:24:16,375 - mmdet - INFO - Epoch [32][6350/7330] lr: 4.612e-07, eta: 13:24:02, time: 1.610, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1122, s0.acc: 95.9060, s0.loss_bbox: 0.1843, s0.loss_mask: 0.2019, s1.loss_cls: 0.0519, s1.acc: 96.0982, s1.loss_bbox: 0.0872, s1.loss_mask: 0.1008, s2.loss_cls: 0.0259, s2.acc: 95.9770, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0478, loss: 0.8849 +2024-03-13 20:25:35,175 - mmdet - INFO - Epoch [32][6400/7330] lr: 4.612e-07, eta: 13:22:42, time: 1.576, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1164, s0.acc: 95.7361, s0.loss_bbox: 0.1894, s0.loss_mask: 0.2042, s1.loss_cls: 0.0547, s1.acc: 95.8794, s1.loss_bbox: 0.0889, s1.loss_mask: 0.1021, s2.loss_cls: 0.0279, s2.acc: 95.6008, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0480, loss: 0.9093 +2024-03-13 20:26:52,476 - mmdet - INFO - Epoch [32][6450/7330] lr: 4.612e-07, eta: 13:21:22, time: 1.546, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1134, s0.acc: 95.8318, s0.loss_bbox: 0.1865, s0.loss_mask: 0.2043, s1.loss_cls: 0.0528, s1.acc: 96.0362, s1.loss_bbox: 0.0878, s1.loss_mask: 0.1024, s2.loss_cls: 0.0268, s2.acc: 95.8340, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0483, loss: 0.8975 +2024-03-13 20:28:11,463 - mmdet - INFO - Epoch [32][6500/7330] lr: 4.612e-07, eta: 13:20:03, time: 1.580, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1125, s0.acc: 95.8777, s0.loss_bbox: 0.1874, s0.loss_mask: 0.2006, s1.loss_cls: 0.0515, s1.acc: 96.1413, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0995, s2.loss_cls: 0.0261, s2.acc: 95.9684, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0472, loss: 0.8898 +2024-03-13 20:29:29,589 - mmdet - INFO - Epoch [32][6550/7330] lr: 4.612e-07, eta: 13:18:43, time: 1.563, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1174, s0.acc: 95.6973, s0.loss_bbox: 0.1929, s0.loss_mask: 0.2107, s1.loss_cls: 0.0537, s1.acc: 95.9428, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1056, s2.loss_cls: 0.0272, s2.acc: 95.7618, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0498, loss: 0.9263 +2024-03-13 20:30:46,949 - mmdet - INFO - Epoch [32][6600/7330] lr: 4.612e-07, eta: 13:17:23, time: 1.547, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1208, s0.acc: 95.5264, s0.loss_bbox: 0.1949, s0.loss_mask: 0.2089, s1.loss_cls: 0.0554, s1.acc: 95.7783, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1038, s2.loss_cls: 0.0279, s2.acc: 95.6402, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0492, loss: 0.9314 +2024-03-13 20:32:07,879 - mmdet - INFO - Epoch [32][6650/7330] lr: 4.612e-07, eta: 13:16:04, time: 1.619, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1111, s0.acc: 95.8391, s0.loss_bbox: 0.1890, s0.loss_mask: 0.2080, s1.loss_cls: 0.0509, s1.acc: 96.0995, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1043, s2.loss_cls: 0.0261, s2.acc: 95.9594, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0496, loss: 0.9079 +2024-03-13 20:33:21,894 - mmdet - INFO - Epoch [32][6700/7330] lr: 4.612e-07, eta: 13:14:43, time: 1.480, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1061, s0.acc: 96.1021, s0.loss_bbox: 0.1794, s0.loss_mask: 0.2061, s1.loss_cls: 0.0494, s1.acc: 96.2976, s1.loss_bbox: 0.0853, s1.loss_mask: 0.1031, s2.loss_cls: 0.0252, s2.acc: 96.1522, s2.loss_bbox: 0.0353, s2.loss_mask: 0.0488, loss: 0.8768 +2024-03-13 20:34:44,164 - mmdet - INFO - Epoch [32][6750/7330] lr: 4.612e-07, eta: 13:13:24, time: 1.645, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1138, s0.acc: 95.8044, s0.loss_bbox: 0.1865, s0.loss_mask: 0.2085, s1.loss_cls: 0.0525, s1.acc: 96.0420, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1043, s2.loss_cls: 0.0267, s2.acc: 95.8358, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0494, loss: 0.9052 +2024-03-13 20:36:08,671 - mmdet - INFO - Epoch [32][6800/7330] lr: 4.612e-07, eta: 13:12:05, time: 1.691, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1262, s0.acc: 95.3586, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2168, s1.loss_cls: 0.0591, s1.acc: 95.5291, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1068, s2.loss_cls: 0.0299, s2.acc: 95.3807, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0501, loss: 0.9656 +2024-03-13 20:37:26,980 - mmdet - INFO - Epoch [32][6850/7330] lr: 4.612e-07, eta: 13:10:45, time: 1.566, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1127, s0.acc: 95.8682, s0.loss_bbox: 0.1874, s0.loss_mask: 0.2061, s1.loss_cls: 0.0511, s1.acc: 96.1744, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1037, s2.loss_cls: 0.0256, s2.acc: 96.1162, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0489, loss: 0.9013 +2024-03-13 20:38:42,322 - mmdet - INFO - Epoch [32][6900/7330] lr: 4.612e-07, eta: 13:09:25, time: 1.507, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1097, s0.acc: 96.0547, s0.loss_bbox: 0.1808, s0.loss_mask: 0.2062, s1.loss_cls: 0.0515, s1.acc: 96.1955, s1.loss_bbox: 0.0865, s1.loss_mask: 0.1034, s2.loss_cls: 0.0259, s2.acc: 96.0600, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0492, loss: 0.8880 +2024-03-13 20:40:00,246 - mmdet - INFO - Epoch [32][6950/7330] lr: 4.612e-07, eta: 13:08:05, time: 1.558, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1091, s0.acc: 95.9849, s0.loss_bbox: 0.1809, s0.loss_mask: 0.2008, s1.loss_cls: 0.0501, s1.acc: 96.2965, s1.loss_bbox: 0.0864, s1.loss_mask: 0.1011, s2.loss_cls: 0.0254, s2.acc: 96.1710, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0480, loss: 0.8753 +2024-03-13 20:41:18,459 - mmdet - INFO - Epoch [32][7000/7330] lr: 4.612e-07, eta: 13:06:46, time: 1.564, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1123, s0.acc: 95.8689, s0.loss_bbox: 0.1860, s0.loss_mask: 0.2048, s1.loss_cls: 0.0521, s1.acc: 96.0478, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1021, s2.loss_cls: 0.0260, s2.acc: 95.9848, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0481, loss: 0.8952 +2024-03-13 20:42:40,674 - mmdet - INFO - Epoch [32][7050/7330] lr: 4.612e-07, eta: 13:05:26, time: 1.644, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1195, s0.acc: 95.6262, s0.loss_bbox: 0.1942, s0.loss_mask: 0.2060, s1.loss_cls: 0.0552, s1.acc: 95.9033, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1034, s2.loss_cls: 0.0279, s2.acc: 95.7395, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0492, loss: 0.9283 +2024-03-13 20:44:00,374 - mmdet - INFO - Epoch [32][7100/7330] lr: 4.612e-07, eta: 13:04:07, time: 1.594, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1136, s0.acc: 95.8335, s0.loss_bbox: 0.1900, s0.loss_mask: 0.2112, s1.loss_cls: 0.0522, s1.acc: 96.0773, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1061, s2.loss_cls: 0.0265, s2.acc: 95.9048, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0506, loss: 0.9168 +2024-03-13 20:45:20,155 - mmdet - INFO - Epoch [32][7150/7330] lr: 4.612e-07, eta: 13:02:47, time: 1.596, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1167, s0.acc: 95.6958, s0.loss_bbox: 0.1913, s0.loss_mask: 0.2150, s1.loss_cls: 0.0540, s1.acc: 96.0319, s1.loss_bbox: 0.0904, s1.loss_mask: 0.1071, s2.loss_cls: 0.0276, s2.acc: 95.7698, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0506, loss: 0.9318 +2024-03-13 20:46:41,055 - mmdet - INFO - Epoch [32][7200/7330] lr: 4.612e-07, eta: 13:01:28, time: 1.618, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1226, s0.acc: 95.4724, s0.loss_bbox: 0.2011, s0.loss_mask: 0.2141, s1.loss_cls: 0.0569, s1.acc: 95.7119, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1065, s2.loss_cls: 0.0288, s2.acc: 95.5518, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0505, loss: 0.9579 +2024-03-13 20:47:56,991 - mmdet - INFO - Epoch [32][7250/7330] lr: 4.612e-07, eta: 13:00:08, time: 1.519, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1059, s0.acc: 96.1179, s0.loss_bbox: 0.1786, s0.loss_mask: 0.2075, s1.loss_cls: 0.0490, s1.acc: 96.4094, s1.loss_bbox: 0.0855, s1.loss_mask: 0.1029, s2.loss_cls: 0.0247, s2.acc: 96.2737, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0489, loss: 0.8786 +2024-03-13 20:49:18,419 - mmdet - INFO - Epoch [32][7300/7330] lr: 4.612e-07, eta: 12:58:48, time: 1.628, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1181, s0.acc: 95.6309, s0.loss_bbox: 0.1940, s0.loss_mask: 0.2114, s1.loss_cls: 0.0551, s1.acc: 95.9062, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1061, s2.loss_cls: 0.0279, s2.acc: 95.7336, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0506, loss: 0.9380 +2024-03-13 20:49:59,363 - mmdet - INFO - Saving checkpoint at 32 epochs +2024-03-13 20:56:49,907 - mmdet - INFO - Evaluating bbox... +2024-03-13 20:57:21,817 - 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 ] = 0.704 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.562 + 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 ] = 0.558 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.664 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.644 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.644 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.644 + 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 ] = 0.682 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.788 + +2024-03-13 20:57:21,818 - mmdet - INFO - Evaluating segm... +2024-03-13 20:57:54,393 - 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 ] = 0.682 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.488 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.260 + 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 ] = 0.631 + 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 ] = 0.395 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.601 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.718 + +2024-03-13 20:57:54,918 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-13 20:57:54,919 - mmdet - INFO - Epoch(val) [32][1250] bbox_mAP: 0.5190, bbox_mAP_50: 0.7040, bbox_mAP_75: 0.5620, bbox_mAP_s: 0.3480, bbox_mAP_m: 0.5580, bbox_mAP_l: 0.6640, bbox_mAP_copypaste: 0.519 0.704 0.562 0.348 0.558 0.664, segm_mAP: 0.4500, segm_mAP_50: 0.6820, segm_mAP_75: 0.4880, segm_mAP_s: 0.2600, segm_mAP_m: 0.4830, segm_mAP_l: 0.6310, segm_mAP_copypaste: 0.450 0.682 0.488 0.260 0.483 0.631 +2024-03-13 20:59:18,086 - mmdet - INFO - Epoch [33][50/7330] lr: 4.612e-07, eta: 12:56:35, time: 1.661, data_time: 0.259, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1225, s0.acc: 95.5171, s0.loss_bbox: 0.1966, s0.loss_mask: 0.2079, s1.loss_cls: 0.0563, s1.acc: 95.8649, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1037, s2.loss_cls: 0.0280, s2.acc: 95.7042, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0496, loss: 0.9379 +2024-03-13 21:00:39,585 - mmdet - INFO - Epoch [33][100/7330] lr: 4.612e-07, eta: 12:55:16, time: 1.630, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1151, s0.acc: 95.7249, s0.loss_bbox: 0.1870, s0.loss_mask: 0.2056, s1.loss_cls: 0.0530, s1.acc: 95.9675, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1027, s2.loss_cls: 0.0268, s2.acc: 95.7630, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0486, loss: 0.9059 +2024-03-13 21:01:57,917 - mmdet - INFO - Epoch [33][150/7330] lr: 4.612e-07, eta: 12:53:56, time: 1.567, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1135, s0.acc: 95.8340, s0.loss_bbox: 0.1916, s0.loss_mask: 0.2095, s1.loss_cls: 0.0517, s1.acc: 96.0807, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1048, s2.loss_cls: 0.0261, s2.acc: 95.9305, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0499, loss: 0.9166 +2024-03-13 21:03:26,452 - mmdet - INFO - Epoch [33][200/7330] lr: 4.612e-07, eta: 12:52:38, time: 1.771, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1136, s0.acc: 95.7432, s0.loss_bbox: 0.1907, s0.loss_mask: 0.2074, s1.loss_cls: 0.0535, s1.acc: 95.9358, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1043, s2.loss_cls: 0.0273, s2.acc: 95.7566, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0496, loss: 0.9154 +2024-03-13 21:04:43,832 - mmdet - INFO - Epoch [33][250/7330] lr: 4.612e-07, eta: 12:51:18, time: 1.548, data_time: 0.102, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1128, s0.acc: 95.8806, s0.loss_bbox: 0.1815, s0.loss_mask: 0.2028, s1.loss_cls: 0.0518, s1.acc: 96.1718, s1.loss_bbox: 0.0858, s1.loss_mask: 0.1016, s2.loss_cls: 0.0262, s2.acc: 96.0472, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0482, loss: 0.8863 +2024-03-13 21:06:02,699 - mmdet - INFO - Epoch [33][300/7330] lr: 4.612e-07, eta: 12:49:58, time: 1.577, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1107, s0.acc: 95.9390, s0.loss_bbox: 0.1808, s0.loss_mask: 0.2028, s1.loss_cls: 0.0510, s1.acc: 96.1382, s1.loss_bbox: 0.0861, s1.loss_mask: 0.1025, s2.loss_cls: 0.0256, s2.acc: 96.0314, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0487, loss: 0.8821 +2024-03-13 21:07:24,980 - mmdet - INFO - Epoch [33][350/7330] lr: 4.612e-07, eta: 12:48:39, time: 1.645, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1133, s0.acc: 95.8425, s0.loss_bbox: 0.1872, s0.loss_mask: 0.2049, s1.loss_cls: 0.0519, s1.acc: 96.1081, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1028, s2.loss_cls: 0.0262, s2.acc: 95.9628, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0488, loss: 0.9016 +2024-03-13 21:08:43,315 - mmdet - INFO - Epoch [33][400/7330] lr: 4.612e-07, eta: 12:47:19, time: 1.567, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1149, s0.acc: 95.7734, s0.loss_bbox: 0.1907, s0.loss_mask: 0.2064, s1.loss_cls: 0.0527, s1.acc: 96.0193, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1028, s2.loss_cls: 0.0266, s2.acc: 95.8786, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0489, loss: 0.9137 +2024-03-13 21:10:03,670 - mmdet - INFO - Epoch [33][450/7330] lr: 4.612e-07, eta: 12:46:00, time: 1.607, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1094, s0.acc: 95.9636, s0.loss_bbox: 0.1844, s0.loss_mask: 0.2094, s1.loss_cls: 0.0504, s1.acc: 96.2159, s1.loss_bbox: 0.0871, s1.loss_mask: 0.1044, s2.loss_cls: 0.0254, s2.acc: 96.0845, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0493, loss: 0.8965 +2024-03-13 21:11:23,394 - mmdet - INFO - Epoch [33][500/7330] lr: 4.612e-07, eta: 12:44:40, time: 1.594, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1215, s0.acc: 95.5745, s0.loss_bbox: 0.1921, s0.loss_mask: 0.2110, s1.loss_cls: 0.0558, s1.acc: 95.8665, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1055, s2.loss_cls: 0.0279, s2.acc: 95.7322, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0500, loss: 0.9351 +2024-03-13 21:12:44,755 - mmdet - INFO - Epoch [33][550/7330] lr: 4.612e-07, eta: 12:43:21, time: 1.627, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1136, s0.acc: 95.8037, s0.loss_bbox: 0.1890, s0.loss_mask: 0.2097, s1.loss_cls: 0.0522, s1.acc: 96.1174, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1053, s2.loss_cls: 0.0266, s2.acc: 95.9708, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0497, loss: 0.9134 +2024-03-13 21:14:02,238 - mmdet - INFO - Epoch [33][600/7330] lr: 4.612e-07, eta: 12:42:01, time: 1.550, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1076, s0.acc: 96.0710, s0.loss_bbox: 0.1836, s0.loss_mask: 0.2098, s1.loss_cls: 0.0495, s1.acc: 96.2872, s1.loss_bbox: 0.0865, s1.loss_mask: 0.1039, s2.loss_cls: 0.0252, s2.acc: 96.1273, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0489, loss: 0.8877 +2024-03-13 21:15:24,197 - mmdet - INFO - Epoch [33][650/7330] lr: 4.612e-07, eta: 12:40:41, time: 1.639, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1148, s0.acc: 95.7075, s0.loss_bbox: 0.1964, s0.loss_mask: 0.2078, s1.loss_cls: 0.0536, s1.acc: 95.9094, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1032, s2.loss_cls: 0.0266, s2.acc: 95.8403, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0486, loss: 0.9211 +2024-03-13 21:16:42,384 - mmdet - INFO - Epoch [33][700/7330] lr: 4.612e-07, eta: 12:39:22, time: 1.564, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1122, s0.acc: 95.9023, s0.loss_bbox: 0.1814, s0.loss_mask: 0.2051, s1.loss_cls: 0.0504, s1.acc: 96.3045, s1.loss_bbox: 0.0859, s1.loss_mask: 0.1029, s2.loss_cls: 0.0256, s2.acc: 96.0681, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0487, loss: 0.8877 +2024-03-13 21:18:01,631 - mmdet - INFO - Epoch [33][750/7330] lr: 4.612e-07, eta: 12:38:02, time: 1.585, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1086, s0.acc: 95.9573, s0.loss_bbox: 0.1810, s0.loss_mask: 0.2034, s1.loss_cls: 0.0495, s1.acc: 96.2166, s1.loss_bbox: 0.0857, s1.loss_mask: 0.1018, s2.loss_cls: 0.0255, s2.acc: 96.0262, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0487, loss: 0.8778 +2024-03-13 21:19:18,452 - mmdet - INFO - Epoch [33][800/7330] lr: 4.612e-07, eta: 12:36:42, time: 1.536, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1111, s0.acc: 95.9248, s0.loss_bbox: 0.1838, s0.loss_mask: 0.2061, s1.loss_cls: 0.0518, s1.acc: 96.1475, s1.loss_bbox: 0.0878, s1.loss_mask: 0.1023, s2.loss_cls: 0.0260, s2.acc: 96.0420, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0485, loss: 0.8940 +2024-03-13 21:20:37,158 - mmdet - INFO - Epoch [33][850/7330] lr: 4.612e-07, eta: 12:35:22, time: 1.574, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1203, s0.acc: 95.5952, s0.loss_bbox: 0.1951, s0.loss_mask: 0.2141, s1.loss_cls: 0.0559, s1.acc: 95.8018, s1.loss_bbox: 0.0906, s1.loss_mask: 0.1057, s2.loss_cls: 0.0283, s2.acc: 95.6533, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0499, loss: 0.9396 +2024-03-13 21:21:59,212 - mmdet - INFO - Epoch [33][900/7330] lr: 4.612e-07, eta: 12:34:03, time: 1.641, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1138, s0.acc: 95.7793, s0.loss_bbox: 0.1892, s0.loss_mask: 0.2078, s1.loss_cls: 0.0529, s1.acc: 95.9890, s1.loss_bbox: 0.0905, s1.loss_mask: 0.1048, s2.loss_cls: 0.0273, s2.acc: 95.7273, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0497, loss: 0.9129 +2024-03-13 21:23:18,206 - mmdet - INFO - Epoch [33][950/7330] lr: 4.612e-07, eta: 12:32:43, time: 1.579, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1123, s0.acc: 95.8562, s0.loss_bbox: 0.1861, s0.loss_mask: 0.2044, s1.loss_cls: 0.0519, s1.acc: 96.0691, s1.loss_bbox: 0.0880, s1.loss_mask: 0.1025, s2.loss_cls: 0.0268, s2.acc: 95.9227, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0490, loss: 0.9002 +2024-03-13 21:24:37,521 - mmdet - INFO - Epoch [33][1000/7330] lr: 4.612e-07, eta: 12:31:24, time: 1.587, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1126, s0.acc: 95.8848, s0.loss_bbox: 0.1854, s0.loss_mask: 0.2083, s1.loss_cls: 0.0523, s1.acc: 96.0771, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1045, s2.loss_cls: 0.0261, s2.acc: 96.0028, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0497, loss: 0.9018 +2024-03-13 21:25:54,516 - mmdet - INFO - Epoch [33][1050/7330] lr: 4.612e-07, eta: 12:30:04, time: 1.540, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1060, s0.acc: 96.0635, s0.loss_bbox: 0.1779, s0.loss_mask: 0.2058, s1.loss_cls: 0.0484, s1.acc: 96.3783, s1.loss_bbox: 0.0855, s1.loss_mask: 0.1028, s2.loss_cls: 0.0246, s2.acc: 96.1934, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0488, loss: 0.8724 +2024-03-13 21:27:16,970 - mmdet - INFO - Epoch [33][1100/7330] lr: 4.612e-07, eta: 12:28:45, time: 1.649, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1144, s0.acc: 95.7336, s0.loss_bbox: 0.1919, s0.loss_mask: 0.2119, s1.loss_cls: 0.0530, s1.acc: 96.0196, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1067, s2.loss_cls: 0.0268, s2.acc: 95.8683, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0501, loss: 0.9248 +2024-03-13 21:28:36,327 - mmdet - INFO - Epoch [33][1150/7330] lr: 4.612e-07, eta: 12:27:25, time: 1.587, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1164, s0.acc: 95.7336, s0.loss_bbox: 0.1909, s0.loss_mask: 0.2054, s1.loss_cls: 0.0538, s1.acc: 95.9752, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1028, s2.loss_cls: 0.0270, s2.acc: 95.8682, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0491, loss: 0.9130 +2024-03-13 21:29:57,935 - mmdet - INFO - Epoch [33][1200/7330] lr: 4.612e-07, eta: 12:26:06, time: 1.632, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1125, s0.acc: 95.8899, s0.loss_bbox: 0.1879, s0.loss_mask: 0.2074, s1.loss_cls: 0.0520, s1.acc: 96.1528, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1036, s2.loss_cls: 0.0261, s2.acc: 96.0327, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0490, loss: 0.9048 +2024-03-13 21:31:23,409 - mmdet - INFO - Epoch [33][1250/7330] lr: 4.612e-07, eta: 12:24:47, time: 1.709, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1169, s0.acc: 95.7439, s0.loss_bbox: 0.1897, s0.loss_mask: 0.2080, s1.loss_cls: 0.0542, s1.acc: 95.9240, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1036, s2.loss_cls: 0.0276, s2.acc: 95.7019, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0495, loss: 0.9171 +2024-03-13 21:32:42,855 - mmdet - INFO - Epoch [33][1300/7330] lr: 4.612e-07, eta: 12:23:27, time: 1.589, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1153, s0.acc: 95.6997, s0.loss_bbox: 0.1902, s0.loss_mask: 0.2108, s1.loss_cls: 0.0544, s1.acc: 95.8290, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1051, s2.loss_cls: 0.0273, s2.acc: 95.7830, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0498, loss: 0.9198 +2024-03-13 21:34:05,322 - mmdet - INFO - Epoch [33][1350/7330] lr: 4.612e-07, eta: 12:22:08, time: 1.649, data_time: 0.251, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1141, s0.acc: 95.8179, s0.loss_bbox: 0.1881, s0.loss_mask: 0.2107, s1.loss_cls: 0.0521, s1.acc: 96.1296, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1049, s2.loss_cls: 0.0263, s2.acc: 95.9372, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0497, loss: 0.9141 +2024-03-13 21:35:25,621 - mmdet - INFO - Epoch [33][1400/7330] lr: 4.612e-07, eta: 12:20:48, time: 1.606, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1186, s0.acc: 95.5894, s0.loss_bbox: 0.1965, s0.loss_mask: 0.2128, s1.loss_cls: 0.0544, s1.acc: 95.8964, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1060, s2.loss_cls: 0.0278, s2.acc: 95.6613, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0502, loss: 0.9386 +2024-03-13 21:36:46,413 - mmdet - INFO - Epoch [33][1450/7330] lr: 4.612e-07, eta: 12:19:29, time: 1.615, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1120, s0.acc: 95.8264, s0.loss_bbox: 0.1847, s0.loss_mask: 0.2040, s1.loss_cls: 0.0519, s1.acc: 96.0713, s1.loss_bbox: 0.0865, s1.loss_mask: 0.1015, s2.loss_cls: 0.0259, s2.acc: 95.9208, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0481, loss: 0.8920 +2024-03-13 21:38:05,872 - mmdet - INFO - Epoch [33][1500/7330] lr: 4.612e-07, eta: 12:18:09, time: 1.589, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1216, s0.acc: 95.6667, s0.loss_bbox: 0.1915, s0.loss_mask: 0.2099, s1.loss_cls: 0.0554, s1.acc: 95.9680, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1066, s2.loss_cls: 0.0278, s2.acc: 95.8120, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0504, loss: 0.9312 +2024-03-13 21:39:24,107 - mmdet - INFO - Epoch [33][1550/7330] lr: 4.612e-07, eta: 12:16:50, time: 1.565, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1114, s0.acc: 95.9131, s0.loss_bbox: 0.1864, s0.loss_mask: 0.2111, s1.loss_cls: 0.0510, s1.acc: 96.1716, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1050, s2.loss_cls: 0.0258, s2.acc: 96.1040, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0499, loss: 0.9061 +2024-03-13 21:40:43,473 - mmdet - INFO - Epoch [33][1600/7330] lr: 4.612e-07, eta: 12:15:30, time: 1.587, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1141, s0.acc: 95.8469, s0.loss_bbox: 0.1878, s0.loss_mask: 0.2041, s1.loss_cls: 0.0530, s1.acc: 96.0444, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1029, s2.loss_cls: 0.0267, s2.acc: 95.9151, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0488, loss: 0.9030 +2024-03-13 21:42:07,534 - mmdet - INFO - Epoch [33][1650/7330] lr: 4.612e-07, eta: 12:14:11, time: 1.681, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1092, s0.acc: 95.9612, s0.loss_bbox: 0.1819, s0.loss_mask: 0.2053, s1.loss_cls: 0.0514, s1.acc: 96.2295, s1.loss_bbox: 0.0873, s1.loss_mask: 0.1030, s2.loss_cls: 0.0262, s2.acc: 96.0214, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0490, loss: 0.8896 +2024-03-13 21:43:27,568 - mmdet - INFO - Epoch [33][1700/7330] lr: 4.612e-07, eta: 12:12:51, time: 1.601, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1095, s0.acc: 95.9512, s0.loss_bbox: 0.1836, s0.loss_mask: 0.2082, s1.loss_cls: 0.0515, s1.acc: 96.1272, s1.loss_bbox: 0.0884, s1.loss_mask: 0.1046, s2.loss_cls: 0.0265, s2.acc: 95.9137, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0495, loss: 0.8966 +2024-03-13 21:44:48,393 - mmdet - INFO - Epoch [33][1750/7330] lr: 4.612e-07, eta: 12:11:32, time: 1.617, data_time: 0.203, memory: 23149, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1187, s0.acc: 95.6331, s0.loss_bbox: 0.1922, s0.loss_mask: 0.2074, s1.loss_cls: 0.0553, s1.acc: 95.8467, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1036, s2.loss_cls: 0.0277, s2.acc: 95.7410, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0491, loss: 0.9268 +2024-03-13 21:46:07,292 - mmdet - INFO - Epoch [33][1800/7330] lr: 4.612e-07, eta: 12:10:12, time: 1.578, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1241, s0.acc: 95.3958, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2147, s1.loss_cls: 0.0569, s1.acc: 95.6854, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1066, s2.loss_cls: 0.0286, s2.acc: 95.5362, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0508, loss: 0.9653 +2024-03-13 21:47:24,021 - mmdet - INFO - Epoch [33][1850/7330] lr: 4.612e-07, eta: 12:08:52, time: 1.535, data_time: 0.118, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1104, s0.acc: 95.9209, s0.loss_bbox: 0.1871, s0.loss_mask: 0.2041, s1.loss_cls: 0.0498, s1.acc: 96.2719, s1.loss_bbox: 0.0887, s1.loss_mask: 0.1026, s2.loss_cls: 0.0251, s2.acc: 96.1931, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0489, loss: 0.8935 +2024-03-13 21:48:39,766 - mmdet - INFO - Epoch [33][1900/7330] lr: 4.612e-07, eta: 12:07:32, time: 1.515, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1174, s0.acc: 95.7275, s0.loss_bbox: 0.1928, s0.loss_mask: 0.2099, s1.loss_cls: 0.0547, s1.acc: 95.9437, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1054, s2.loss_cls: 0.0275, s2.acc: 95.7726, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0498, loss: 0.9308 +2024-03-13 21:49:55,478 - mmdet - INFO - Epoch [33][1950/7330] lr: 4.612e-07, eta: 12:06:12, time: 1.514, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1042, s0.acc: 96.1201, s0.loss_bbox: 0.1784, s0.loss_mask: 0.1965, s1.loss_cls: 0.0480, s1.acc: 96.3758, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0988, s2.loss_cls: 0.0244, s2.acc: 96.2348, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0470, loss: 0.8569 +2024-03-13 21:51:15,154 - mmdet - INFO - Epoch [33][2000/7330] lr: 4.612e-07, eta: 12:04:53, time: 1.594, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1096, s0.acc: 95.9385, s0.loss_bbox: 0.1843, s0.loss_mask: 0.2124, s1.loss_cls: 0.0505, s1.acc: 96.2023, s1.loss_bbox: 0.0873, s1.loss_mask: 0.1052, s2.loss_cls: 0.0251, s2.acc: 96.1176, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0504, loss: 0.8995 +2024-03-13 21:52:33,732 - mmdet - INFO - Epoch [33][2050/7330] lr: 4.612e-07, eta: 12:03:33, time: 1.571, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1112, s0.acc: 95.8293, s0.loss_bbox: 0.1916, s0.loss_mask: 0.2084, s1.loss_cls: 0.0518, s1.acc: 96.0738, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1044, s2.loss_cls: 0.0263, s2.acc: 95.9039, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0495, loss: 0.9086 +2024-03-13 21:53:52,603 - mmdet - INFO - Epoch [33][2100/7330] lr: 4.612e-07, eta: 12:02:13, time: 1.578, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1158, s0.acc: 95.6973, s0.loss_bbox: 0.1942, s0.loss_mask: 0.2068, s1.loss_cls: 0.0528, s1.acc: 96.0771, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1031, s2.loss_cls: 0.0270, s2.acc: 95.8486, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0489, loss: 0.9190 +2024-03-13 21:55:16,323 - mmdet - INFO - Epoch [33][2150/7330] lr: 4.612e-07, eta: 12:00:54, time: 1.674, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1186, s0.acc: 95.7334, s0.loss_bbox: 0.1931, s0.loss_mask: 0.2107, s1.loss_cls: 0.0550, s1.acc: 96.0076, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1052, s2.loss_cls: 0.0275, s2.acc: 95.8442, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0498, loss: 0.9331 +2024-03-13 21:56:38,333 - mmdet - INFO - Epoch [33][2200/7330] lr: 4.612e-07, eta: 11:59:35, time: 1.640, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1141, s0.acc: 95.8552, s0.loss_bbox: 0.1849, s0.loss_mask: 0.2046, s1.loss_cls: 0.0529, s1.acc: 96.0977, s1.loss_bbox: 0.0871, s1.loss_mask: 0.1023, s2.loss_cls: 0.0267, s2.acc: 95.9572, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0485, loss: 0.8976 +2024-03-13 21:57:59,815 - mmdet - INFO - Epoch [33][2250/7330] lr: 4.612e-07, eta: 11:58:15, time: 1.630, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1149, s0.acc: 95.7302, s0.loss_bbox: 0.1950, s0.loss_mask: 0.2068, s1.loss_cls: 0.0541, s1.acc: 95.9005, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1039, s2.loss_cls: 0.0272, s2.acc: 95.7604, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0496, loss: 0.9194 +2024-03-13 21:59:22,134 - mmdet - INFO - Epoch [33][2300/7330] lr: 4.612e-07, eta: 11:56:56, time: 1.646, data_time: 0.108, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1149, s0.acc: 95.6650, s0.loss_bbox: 0.1927, s0.loss_mask: 0.2087, s1.loss_cls: 0.0532, s1.acc: 95.8388, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1041, s2.loss_cls: 0.0271, s2.acc: 95.6862, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0495, loss: 0.9202 +2024-03-13 22:00:40,083 - mmdet - INFO - Epoch [33][2350/7330] lr: 4.612e-07, eta: 11:55:36, time: 1.559, data_time: 0.111, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1131, s0.acc: 95.8672, s0.loss_bbox: 0.1857, s0.loss_mask: 0.2077, s1.loss_cls: 0.0514, s1.acc: 96.1186, s1.loss_bbox: 0.0875, s1.loss_mask: 0.1046, s2.loss_cls: 0.0256, s2.acc: 95.9744, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0497, loss: 0.9032 +2024-03-13 22:01:59,167 - mmdet - INFO - Epoch [33][2400/7330] lr: 4.612e-07, eta: 11:54:17, time: 1.582, data_time: 0.195, memory: 23149, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1142, s0.acc: 95.8521, s0.loss_bbox: 0.1847, s0.loss_mask: 0.2055, s1.loss_cls: 0.0531, s1.acc: 96.0141, s1.loss_bbox: 0.0866, s1.loss_mask: 0.1021, s2.loss_cls: 0.0263, s2.acc: 95.9609, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0482, loss: 0.8946 +2024-03-13 22:03:19,647 - mmdet - INFO - Epoch [33][2450/7330] lr: 4.612e-07, eta: 11:52:57, time: 1.610, data_time: 0.102, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1175, s0.acc: 95.7212, s0.loss_bbox: 0.1888, s0.loss_mask: 0.2094, s1.loss_cls: 0.0545, s1.acc: 95.9549, s1.loss_bbox: 0.0897, s1.loss_mask: 0.1052, s2.loss_cls: 0.0277, s2.acc: 95.8126, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0499, loss: 0.9226 +2024-03-13 22:04:40,695 - mmdet - INFO - Epoch [33][2500/7330] lr: 4.612e-07, eta: 11:51:38, time: 1.621, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1162, s0.acc: 95.6987, s0.loss_bbox: 0.1983, s0.loss_mask: 0.2139, s1.loss_cls: 0.0536, s1.acc: 95.9185, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1066, s2.loss_cls: 0.0271, s2.acc: 95.7525, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0501, loss: 0.9369 +2024-03-13 22:05:55,275 - mmdet - INFO - Epoch [33][2550/7330] lr: 4.612e-07, eta: 11:50:17, time: 1.492, data_time: 0.124, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1067, s0.acc: 96.0776, s0.loss_bbox: 0.1772, s0.loss_mask: 0.2022, s1.loss_cls: 0.0493, s1.acc: 96.3457, s1.loss_bbox: 0.0858, s1.loss_mask: 0.1007, s2.loss_cls: 0.0250, s2.acc: 96.1565, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0479, loss: 0.8687 +2024-03-13 22:07:16,640 - mmdet - INFO - Epoch [33][2600/7330] lr: 4.612e-07, eta: 11:48:58, time: 1.627, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1105, s0.acc: 95.9839, s0.loss_bbox: 0.1822, s0.loss_mask: 0.2038, s1.loss_cls: 0.0509, s1.acc: 96.2224, s1.loss_bbox: 0.0870, s1.loss_mask: 0.1025, s2.loss_cls: 0.0255, s2.acc: 96.1374, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0486, loss: 0.8858 +2024-03-13 22:08:34,737 - mmdet - INFO - Epoch [33][2650/7330] lr: 4.612e-07, eta: 11:47:38, time: 1.562, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1204, s0.acc: 95.6323, s0.loss_bbox: 0.1934, s0.loss_mask: 0.2139, s1.loss_cls: 0.0558, s1.acc: 95.9268, s1.loss_bbox: 0.0905, s1.loss_mask: 0.1065, s2.loss_cls: 0.0280, s2.acc: 95.7845, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0505, loss: 0.9379 +2024-03-13 22:09:55,975 - mmdet - INFO - Epoch [33][2700/7330] lr: 4.612e-07, eta: 11:46:19, time: 1.625, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1126, s0.acc: 95.8750, s0.loss_bbox: 0.1862, s0.loss_mask: 0.2054, s1.loss_cls: 0.0520, s1.acc: 96.1557, s1.loss_bbox: 0.0878, s1.loss_mask: 0.1024, s2.loss_cls: 0.0263, s2.acc: 96.0160, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0489, loss: 0.8998 +2024-03-13 22:11:15,517 - mmdet - INFO - Epoch [33][2750/7330] lr: 4.612e-07, eta: 11:44:59, time: 1.591, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1105, s0.acc: 95.8516, s0.loss_bbox: 0.1838, s0.loss_mask: 0.2072, s1.loss_cls: 0.0507, s1.acc: 96.1032, s1.loss_bbox: 0.0873, s1.loss_mask: 0.1037, s2.loss_cls: 0.0256, s2.acc: 95.9587, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0494, loss: 0.8954 +2024-03-13 22:12:38,909 - mmdet - INFO - Epoch [33][2800/7330] lr: 4.612e-07, eta: 11:43:40, time: 1.668, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1183, s0.acc: 95.7515, s0.loss_bbox: 0.1905, s0.loss_mask: 0.2053, s1.loss_cls: 0.0543, s1.acc: 96.0104, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1032, s2.loss_cls: 0.0273, s2.acc: 95.8940, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0490, loss: 0.9165 +2024-03-13 22:13:58,590 - mmdet - INFO - Epoch [33][2850/7330] lr: 4.612e-07, eta: 11:42:20, time: 1.593, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1212, s0.acc: 95.5378, s0.loss_bbox: 0.1988, s0.loss_mask: 0.2101, s1.loss_cls: 0.0556, s1.acc: 95.7935, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1057, s2.loss_cls: 0.0276, s2.acc: 95.7127, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0499, loss: 0.9442 +2024-03-13 22:15:18,807 - mmdet - INFO - Epoch [33][2900/7330] lr: 4.612e-07, eta: 11:41:01, time: 1.605, data_time: 0.203, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1118, s0.acc: 95.8438, s0.loss_bbox: 0.1861, s0.loss_mask: 0.2129, s1.loss_cls: 0.0517, s1.acc: 96.0318, s1.loss_bbox: 0.0881, s1.loss_mask: 0.1059, s2.loss_cls: 0.0260, s2.acc: 95.9671, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0499, loss: 0.9081 +2024-03-13 22:16:36,402 - mmdet - INFO - Epoch [33][2950/7330] lr: 4.612e-07, eta: 11:39:41, time: 1.552, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1096, s0.acc: 95.9907, s0.loss_bbox: 0.1814, s0.loss_mask: 0.2036, s1.loss_cls: 0.0504, s1.acc: 96.2753, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1026, s2.loss_cls: 0.0258, s2.acc: 96.0852, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0489, loss: 0.8837 +2024-03-13 22:17:56,619 - mmdet - INFO - Epoch [33][3000/7330] lr: 4.612e-07, eta: 11:38:22, time: 1.604, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1091, s0.acc: 95.9185, s0.loss_bbox: 0.1849, s0.loss_mask: 0.2051, s1.loss_cls: 0.0510, s1.acc: 96.1703, s1.loss_bbox: 0.0868, s1.loss_mask: 0.1029, s2.loss_cls: 0.0257, s2.acc: 95.9601, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0488, loss: 0.8915 +2024-03-13 22:19:15,921 - mmdet - INFO - Epoch [33][3050/7330] lr: 4.612e-07, eta: 11:37:02, time: 1.586, data_time: 0.204, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1186, s0.acc: 95.6650, s0.loss_bbox: 0.1965, s0.loss_mask: 0.2147, s1.loss_cls: 0.0555, s1.acc: 95.8781, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1066, s2.loss_cls: 0.0277, s2.acc: 95.7773, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0505, loss: 0.9438 +2024-03-13 22:20:36,397 - mmdet - INFO - Epoch [33][3100/7330] lr: 4.612e-07, eta: 11:35:42, time: 1.610, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1101, s0.acc: 95.9072, s0.loss_bbox: 0.1889, s0.loss_mask: 0.2029, s1.loss_cls: 0.0513, s1.acc: 96.1103, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1021, s2.loss_cls: 0.0259, s2.acc: 95.9600, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0483, loss: 0.8987 +2024-03-13 22:21:59,617 - mmdet - INFO - Epoch [33][3150/7330] lr: 4.612e-07, eta: 11:34:23, time: 1.664, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1143, s0.acc: 95.8511, s0.loss_bbox: 0.1907, s0.loss_mask: 0.2073, s1.loss_cls: 0.0530, s1.acc: 96.0946, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1036, s2.loss_cls: 0.0266, s2.acc: 95.9484, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0493, loss: 0.9148 +2024-03-13 22:23:18,761 - mmdet - INFO - Epoch [33][3200/7330] lr: 4.612e-07, eta: 11:33:04, time: 1.583, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1105, s0.acc: 95.9353, s0.loss_bbox: 0.1818, s0.loss_mask: 0.2017, s1.loss_cls: 0.0521, s1.acc: 96.1577, s1.loss_bbox: 0.0865, s1.loss_mask: 0.1018, s2.loss_cls: 0.0265, s2.acc: 95.9792, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0486, loss: 0.8839 +2024-03-13 22:24:36,313 - mmdet - INFO - Epoch [33][3250/7330] lr: 4.612e-07, eta: 11:31:44, time: 1.551, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1107, s0.acc: 95.9009, s0.loss_bbox: 0.1821, s0.loss_mask: 0.2022, s1.loss_cls: 0.0509, s1.acc: 96.1132, s1.loss_bbox: 0.0868, s1.loss_mask: 0.1014, s2.loss_cls: 0.0254, s2.acc: 96.0335, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0483, loss: 0.8815 +2024-03-13 22:25:53,029 - mmdet - INFO - Epoch [33][3300/7330] lr: 4.612e-07, eta: 11:30:24, time: 1.534, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1136, s0.acc: 95.8440, s0.loss_bbox: 0.1839, s0.loss_mask: 0.2073, s1.loss_cls: 0.0530, s1.acc: 96.0777, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1029, s2.loss_cls: 0.0266, s2.acc: 95.9112, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0487, loss: 0.8981 +2024-03-13 22:27:11,690 - mmdet - INFO - Epoch [33][3350/7330] lr: 4.612e-07, eta: 11:29:04, time: 1.573, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1158, s0.acc: 95.8145, s0.loss_bbox: 0.1888, s0.loss_mask: 0.2064, s1.loss_cls: 0.0534, s1.acc: 96.0049, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1029, s2.loss_cls: 0.0273, s2.acc: 95.8013, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0489, loss: 0.9117 +2024-03-13 22:28:31,229 - mmdet - INFO - Epoch [33][3400/7330] lr: 4.612e-07, eta: 11:27:45, time: 1.591, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1127, s0.acc: 95.8252, s0.loss_bbox: 0.1885, s0.loss_mask: 0.2072, s1.loss_cls: 0.0521, s1.acc: 96.0258, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1034, s2.loss_cls: 0.0259, s2.acc: 95.9210, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0489, loss: 0.9050 +2024-03-13 22:29:50,669 - mmdet - INFO - Epoch [33][3450/7330] lr: 4.612e-07, eta: 11:26:25, time: 1.589, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1075, s0.acc: 95.9558, s0.loss_bbox: 0.1800, s0.loss_mask: 0.2033, s1.loss_cls: 0.0500, s1.acc: 96.1887, s1.loss_bbox: 0.0856, s1.loss_mask: 0.1026, s2.loss_cls: 0.0253, s2.acc: 96.0487, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0489, loss: 0.8771 +2024-03-13 22:31:12,049 - mmdet - INFO - Epoch [33][3500/7330] lr: 4.612e-07, eta: 11:25:06, time: 1.628, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1133, s0.acc: 95.7729, s0.loss_bbox: 0.1864, s0.loss_mask: 0.2075, s1.loss_cls: 0.0526, s1.acc: 95.9969, s1.loss_bbox: 0.0875, s1.loss_mask: 0.1032, s2.loss_cls: 0.0266, s2.acc: 95.7962, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0488, loss: 0.9030 +2024-03-13 22:32:30,768 - mmdet - INFO - Epoch [33][3550/7330] lr: 4.612e-07, eta: 11:23:46, time: 1.574, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1080, s0.acc: 95.9939, s0.loss_bbox: 0.1846, s0.loss_mask: 0.2074, s1.loss_cls: 0.0502, s1.acc: 96.2267, s1.loss_bbox: 0.0867, s1.loss_mask: 0.1036, s2.loss_cls: 0.0253, s2.acc: 96.0442, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0489, loss: 0.8906 +2024-03-13 22:33:48,333 - mmdet - INFO - Epoch [33][3600/7330] lr: 4.612e-07, eta: 11:22:26, time: 1.551, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1060, s0.acc: 96.1062, s0.loss_bbox: 0.1758, s0.loss_mask: 0.2058, s1.loss_cls: 0.0490, s1.acc: 96.3327, s1.loss_bbox: 0.0850, s1.loss_mask: 0.1038, s2.loss_cls: 0.0248, s2.acc: 96.2746, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0495, loss: 0.8710 +2024-03-13 22:35:06,149 - mmdet - INFO - Epoch [33][3650/7330] lr: 4.612e-07, eta: 11:21:06, time: 1.556, data_time: 0.243, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1166, s0.acc: 95.7898, s0.loss_bbox: 0.1871, s0.loss_mask: 0.2067, s1.loss_cls: 0.0535, s1.acc: 96.1077, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1037, s2.loss_cls: 0.0268, s2.acc: 95.9047, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0493, loss: 0.9093 +2024-03-13 22:36:23,280 - mmdet - INFO - Epoch [33][3700/7330] lr: 4.612e-07, eta: 11:19:46, time: 1.543, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1129, s0.acc: 95.9050, s0.loss_bbox: 0.1845, s0.loss_mask: 0.2077, s1.loss_cls: 0.0519, s1.acc: 96.1641, s1.loss_bbox: 0.0871, s1.loss_mask: 0.1024, s2.loss_cls: 0.0261, s2.acc: 95.9955, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0484, loss: 0.8968 +2024-03-13 22:37:45,305 - mmdet - INFO - Epoch [33][3750/7330] lr: 4.612e-07, eta: 11:18:27, time: 1.640, data_time: 0.195, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1158, s0.acc: 95.7507, s0.loss_bbox: 0.1940, s0.loss_mask: 0.2118, s1.loss_cls: 0.0530, s1.acc: 96.0122, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1058, s2.loss_cls: 0.0267, s2.acc: 95.8783, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0505, loss: 0.9275 +2024-03-13 22:39:06,095 - mmdet - INFO - Epoch [33][3800/7330] lr: 4.612e-07, eta: 11:17:08, time: 1.616, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1172, s0.acc: 95.6680, s0.loss_bbox: 0.1918, s0.loss_mask: 0.2084, s1.loss_cls: 0.0538, s1.acc: 95.9742, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1041, s2.loss_cls: 0.0271, s2.acc: 95.8501, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0494, loss: 0.9193 +2024-03-13 22:40:23,791 - mmdet - INFO - Epoch [33][3850/7330] lr: 4.612e-07, eta: 11:15:48, time: 1.554, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1159, s0.acc: 95.7432, s0.loss_bbox: 0.1905, s0.loss_mask: 0.2072, s1.loss_cls: 0.0539, s1.acc: 95.9455, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1039, s2.loss_cls: 0.0272, s2.acc: 95.8987, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0497, loss: 0.9163 +2024-03-13 22:41:42,476 - mmdet - INFO - Epoch [33][3900/7330] lr: 4.612e-07, eta: 11:14:28, time: 1.573, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1100, s0.acc: 95.9443, s0.loss_bbox: 0.1867, s0.loss_mask: 0.2098, s1.loss_cls: 0.0506, s1.acc: 96.1705, s1.loss_bbox: 0.0873, s1.loss_mask: 0.1041, s2.loss_cls: 0.0258, s2.acc: 95.9858, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0492, loss: 0.8976 +2024-03-13 22:43:00,337 - mmdet - INFO - Epoch [33][3950/7330] lr: 4.612e-07, eta: 11:13:08, time: 1.558, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1138, s0.acc: 95.8997, s0.loss_bbox: 0.1821, s0.loss_mask: 0.2071, s1.loss_cls: 0.0523, s1.acc: 96.1526, s1.loss_bbox: 0.0862, s1.loss_mask: 0.1042, s2.loss_cls: 0.0264, s2.acc: 96.0423, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0497, loss: 0.8977 +2024-03-13 22:44:17,611 - mmdet - INFO - Epoch [33][4000/7330] lr: 4.612e-07, eta: 11:11:48, time: 1.545, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1111, s0.acc: 95.7871, s0.loss_bbox: 0.1912, s0.loss_mask: 0.2098, s1.loss_cls: 0.0513, s1.acc: 96.1079, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1050, s2.loss_cls: 0.0263, s2.acc: 95.8625, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0498, loss: 0.9111 +2024-03-13 22:45:41,215 - mmdet - INFO - Epoch [33][4050/7330] lr: 4.612e-07, eta: 11:10:29, time: 1.672, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1141, s0.acc: 95.8413, s0.loss_bbox: 0.1864, s0.loss_mask: 0.2077, s1.loss_cls: 0.0526, s1.acc: 96.0645, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1039, s2.loss_cls: 0.0267, s2.acc: 95.9043, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0493, loss: 0.9062 +2024-03-13 22:46:58,646 - mmdet - INFO - Epoch [33][4100/7330] lr: 4.612e-07, eta: 11:09:09, time: 1.549, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1125, s0.acc: 95.8328, s0.loss_bbox: 0.1849, s0.loss_mask: 0.2078, s1.loss_cls: 0.0510, s1.acc: 96.1551, s1.loss_bbox: 0.0882, s1.loss_mask: 0.1039, s2.loss_cls: 0.0259, s2.acc: 96.0455, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0494, loss: 0.9011 +2024-03-13 22:48:18,486 - mmdet - INFO - Epoch [33][4150/7330] lr: 4.612e-07, eta: 11:07:50, time: 1.597, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1139, s0.acc: 95.8113, s0.loss_bbox: 0.1880, s0.loss_mask: 0.2099, s1.loss_cls: 0.0528, s1.acc: 96.0609, s1.loss_bbox: 0.0876, s1.loss_mask: 0.1052, s2.loss_cls: 0.0264, s2.acc: 95.9520, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0497, loss: 0.9099 +2024-03-13 22:49:36,245 - mmdet - INFO - Epoch [33][4200/7330] lr: 4.612e-07, eta: 11:06:30, time: 1.555, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1126, s0.acc: 95.8718, s0.loss_bbox: 0.1809, s0.loss_mask: 0.2016, s1.loss_cls: 0.0529, s1.acc: 96.0718, s1.loss_bbox: 0.0862, s1.loss_mask: 0.1005, s2.loss_cls: 0.0266, s2.acc: 95.9295, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0478, loss: 0.8871 +2024-03-13 22:50:56,660 - mmdet - INFO - Epoch [33][4250/7330] lr: 4.612e-07, eta: 11:05:11, time: 1.608, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1128, s0.acc: 95.8574, s0.loss_bbox: 0.1823, s0.loss_mask: 0.2107, s1.loss_cls: 0.0516, s1.acc: 96.1101, s1.loss_bbox: 0.0859, s1.loss_mask: 0.1047, s2.loss_cls: 0.0262, s2.acc: 95.9509, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0495, loss: 0.8981 +2024-03-13 22:52:11,018 - mmdet - INFO - Epoch [33][4300/7330] lr: 4.612e-07, eta: 11:03:50, time: 1.487, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1120, s0.acc: 95.8911, s0.loss_bbox: 0.1899, s0.loss_mask: 0.2098, s1.loss_cls: 0.0518, s1.acc: 96.0737, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1045, s2.loss_cls: 0.0263, s2.acc: 95.8335, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0492, loss: 0.9094 +2024-03-13 22:53:29,380 - mmdet - INFO - Epoch [33][4350/7330] lr: 4.612e-07, eta: 11:02:31, time: 1.567, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1146, s0.acc: 95.8481, s0.loss_bbox: 0.1868, s0.loss_mask: 0.2114, s1.loss_cls: 0.0518, s1.acc: 96.1040, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1063, s2.loss_cls: 0.0258, s2.acc: 96.0283, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0505, loss: 0.9107 +2024-03-13 22:54:46,606 - mmdet - INFO - Epoch [33][4400/7330] lr: 4.612e-07, eta: 11:01:11, time: 1.545, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1141, s0.acc: 95.8333, s0.loss_bbox: 0.1855, s0.loss_mask: 0.2046, s1.loss_cls: 0.0516, s1.acc: 96.2082, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1021, s2.loss_cls: 0.0258, s2.acc: 96.1330, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0486, loss: 0.8962 +2024-03-13 22:56:08,139 - mmdet - INFO - Epoch [33][4450/7330] lr: 4.612e-07, eta: 10:59:51, time: 1.630, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1094, s0.acc: 95.9058, s0.loss_bbox: 0.1872, s0.loss_mask: 0.2004, s1.loss_cls: 0.0508, s1.acc: 96.1439, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1017, s2.loss_cls: 0.0258, s2.acc: 96.0000, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0484, loss: 0.8892 +2024-03-13 22:57:28,991 - mmdet - INFO - Epoch [33][4500/7330] lr: 4.612e-07, eta: 10:58:32, time: 1.617, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1124, s0.acc: 95.8750, s0.loss_bbox: 0.1870, s0.loss_mask: 0.2057, s1.loss_cls: 0.0513, s1.acc: 96.0923, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1030, s2.loss_cls: 0.0260, s2.acc: 95.9167, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0489, loss: 0.9009 +2024-03-13 22:58:48,301 - mmdet - INFO - Epoch [33][4550/7330] lr: 4.612e-07, eta: 10:57:12, time: 1.586, data_time: 0.198, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1172, s0.acc: 95.6946, s0.loss_bbox: 0.1975, s0.loss_mask: 0.2095, s1.loss_cls: 0.0536, s1.acc: 96.0546, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1038, s2.loss_cls: 0.0269, s2.acc: 95.8630, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0490, loss: 0.9302 +2024-03-13 23:00:09,653 - mmdet - INFO - Epoch [33][4600/7330] lr: 4.612e-07, eta: 10:55:53, time: 1.627, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1178, s0.acc: 95.6257, s0.loss_bbox: 0.1912, s0.loss_mask: 0.2065, s1.loss_cls: 0.0547, s1.acc: 95.8566, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1018, s2.loss_cls: 0.0278, s2.acc: 95.7188, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0483, loss: 0.9180 +2024-03-13 23:01:25,319 - mmdet - INFO - Epoch [33][4650/7330] lr: 4.612e-07, eta: 10:54:33, time: 1.513, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1092, s0.acc: 95.9563, s0.loss_bbox: 0.1862, s0.loss_mask: 0.2074, s1.loss_cls: 0.0501, s1.acc: 96.2001, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1043, s2.loss_cls: 0.0255, s2.acc: 96.0218, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0495, loss: 0.8981 +2024-03-13 23:02:44,253 - mmdet - INFO - Epoch [33][4700/7330] lr: 4.612e-07, eta: 10:53:13, time: 1.579, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1069, s0.acc: 96.0740, s0.loss_bbox: 0.1801, s0.loss_mask: 0.2063, s1.loss_cls: 0.0490, s1.acc: 96.4169, s1.loss_bbox: 0.0852, s1.loss_mask: 0.1035, s2.loss_cls: 0.0246, s2.acc: 96.2763, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0488, loss: 0.8789 +2024-03-13 23:04:04,985 - mmdet - INFO - Epoch [33][4750/7330] lr: 4.612e-07, eta: 10:51:54, time: 1.615, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1180, s0.acc: 95.6091, s0.loss_bbox: 0.1913, s0.loss_mask: 0.2059, s1.loss_cls: 0.0543, s1.acc: 95.9193, s1.loss_bbox: 0.0887, s1.loss_mask: 0.1017, s2.loss_cls: 0.0274, s2.acc: 95.7156, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0481, loss: 0.9122 +2024-03-13 23:05:20,521 - mmdet - INFO - Epoch [33][4800/7330] lr: 4.612e-07, eta: 10:50:34, time: 1.511, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1169, s0.acc: 95.5981, s0.loss_bbox: 0.1895, s0.loss_mask: 0.2068, s1.loss_cls: 0.0537, s1.acc: 95.8882, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1036, s2.loss_cls: 0.0271, s2.acc: 95.8208, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0492, loss: 0.9145 +2024-03-13 23:06:40,997 - mmdet - INFO - Epoch [33][4850/7330] lr: 4.612e-07, eta: 10:49:14, time: 1.609, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1172, s0.acc: 95.7249, s0.loss_bbox: 0.1947, s0.loss_mask: 0.2125, s1.loss_cls: 0.0531, s1.acc: 96.0316, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1052, s2.loss_cls: 0.0267, s2.acc: 95.9001, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0497, loss: 0.9316 +2024-03-13 23:08:01,097 - mmdet - INFO - Epoch [33][4900/7330] lr: 4.612e-07, eta: 10:47:55, time: 1.602, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1080, s0.acc: 95.9402, s0.loss_bbox: 0.1808, s0.loss_mask: 0.2033, s1.loss_cls: 0.0497, s1.acc: 96.2254, s1.loss_bbox: 0.0867, s1.loss_mask: 0.1019, s2.loss_cls: 0.0254, s2.acc: 96.0854, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0487, loss: 0.8789 +2024-03-13 23:09:22,757 - mmdet - INFO - Epoch [33][4950/7330] lr: 4.612e-07, eta: 10:46:35, time: 1.633, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1133, s0.acc: 95.8601, s0.loss_bbox: 0.1903, s0.loss_mask: 0.2070, s1.loss_cls: 0.0522, s1.acc: 96.0735, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1033, s2.loss_cls: 0.0267, s2.acc: 95.9498, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0486, loss: 0.9080 +2024-03-13 23:10:41,540 - mmdet - INFO - Epoch [33][5000/7330] lr: 4.612e-07, eta: 10:45:16, time: 1.576, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1152, s0.acc: 95.7917, s0.loss_bbox: 0.1868, s0.loss_mask: 0.2054, s1.loss_cls: 0.0521, s1.acc: 96.1458, s1.loss_bbox: 0.0887, s1.loss_mask: 0.1022, s2.loss_cls: 0.0267, s2.acc: 95.9476, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0481, loss: 0.9041 +2024-03-13 23:12:00,390 - mmdet - INFO - Epoch [33][5050/7330] lr: 4.612e-07, eta: 10:43:56, time: 1.577, data_time: 0.219, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1118, s0.acc: 95.8416, s0.loss_bbox: 0.1845, s0.loss_mask: 0.2059, s1.loss_cls: 0.0519, s1.acc: 96.1005, s1.loss_bbox: 0.0871, s1.loss_mask: 0.1029, s2.loss_cls: 0.0261, s2.acc: 95.9788, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0487, loss: 0.8947 +2024-03-13 23:13:17,566 - mmdet - INFO - Epoch [33][5100/7330] lr: 4.612e-07, eta: 10:42:36, time: 1.544, data_time: 0.118, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1088, s0.acc: 96.0325, s0.loss_bbox: 0.1758, s0.loss_mask: 0.2018, s1.loss_cls: 0.0503, s1.acc: 96.3049, s1.loss_bbox: 0.0836, s1.loss_mask: 0.1015, s2.loss_cls: 0.0247, s2.acc: 96.2622, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0483, loss: 0.8688 +2024-03-13 23:14:33,529 - mmdet - INFO - Epoch [33][5150/7330] lr: 4.612e-07, eta: 10:41:16, time: 1.519, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1127, s0.acc: 95.8369, s0.loss_bbox: 0.1892, s0.loss_mask: 0.2079, s1.loss_cls: 0.0523, s1.acc: 96.0373, s1.loss_bbox: 0.0904, s1.loss_mask: 0.1037, s2.loss_cls: 0.0260, s2.acc: 95.9758, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0490, loss: 0.9079 +2024-03-13 23:15:53,322 - mmdet - INFO - Epoch [33][5200/7330] lr: 4.612e-07, eta: 10:39:57, time: 1.596, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1118, s0.acc: 95.8586, s0.loss_bbox: 0.1890, s0.loss_mask: 0.2044, s1.loss_cls: 0.0503, s1.acc: 96.1908, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1028, s2.loss_cls: 0.0259, s2.acc: 95.9355, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0488, loss: 0.9012 +2024-03-13 23:17:09,706 - mmdet - INFO - Epoch [33][5250/7330] lr: 4.612e-07, eta: 10:38:37, time: 1.528, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1107, s0.acc: 95.9187, s0.loss_bbox: 0.1828, s0.loss_mask: 0.2083, s1.loss_cls: 0.0514, s1.acc: 96.1400, s1.loss_bbox: 0.0871, s1.loss_mask: 0.1036, s2.loss_cls: 0.0260, s2.acc: 96.0155, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0494, loss: 0.8971 +2024-03-13 23:18:29,068 - mmdet - INFO - Epoch [33][5300/7330] lr: 4.612e-07, eta: 10:37:17, time: 1.587, data_time: 0.114, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1152, s0.acc: 95.7434, s0.loss_bbox: 0.1961, s0.loss_mask: 0.2104, s1.loss_cls: 0.0524, s1.acc: 95.9948, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1061, s2.loss_cls: 0.0266, s2.acc: 95.8640, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0505, loss: 0.9289 +2024-03-13 23:19:47,214 - mmdet - INFO - Epoch [33][5350/7330] lr: 4.612e-07, eta: 10:35:57, time: 1.563, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1125, s0.acc: 95.8811, s0.loss_bbox: 0.1807, s0.loss_mask: 0.2060, s1.loss_cls: 0.0520, s1.acc: 96.0456, s1.loss_bbox: 0.0848, s1.loss_mask: 0.1024, s2.loss_cls: 0.0261, s2.acc: 95.9672, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0488, loss: 0.8892 +2024-03-13 23:21:05,527 - mmdet - INFO - Epoch [33][5400/7330] lr: 4.612e-07, eta: 10:34:38, time: 1.567, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1113, s0.acc: 95.9214, s0.loss_bbox: 0.1861, s0.loss_mask: 0.2008, s1.loss_cls: 0.0508, s1.acc: 96.1994, s1.loss_bbox: 0.0897, s1.loss_mask: 0.1012, s2.loss_cls: 0.0263, s2.acc: 95.9819, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0481, loss: 0.8909 +2024-03-13 23:22:27,856 - mmdet - INFO - Epoch [33][5450/7330] lr: 4.612e-07, eta: 10:33:18, time: 1.647, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1123, s0.acc: 95.9070, s0.loss_bbox: 0.1853, s0.loss_mask: 0.2061, s1.loss_cls: 0.0514, s1.acc: 96.2164, s1.loss_bbox: 0.0882, s1.loss_mask: 0.1034, s2.loss_cls: 0.0257, s2.acc: 96.1237, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0492, loss: 0.8945 +2024-03-13 23:23:47,112 - mmdet - INFO - Epoch [33][5500/7330] lr: 4.612e-07, eta: 10:31:59, time: 1.585, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1103, s0.acc: 96.0103, s0.loss_bbox: 0.1835, s0.loss_mask: 0.2048, s1.loss_cls: 0.0503, s1.acc: 96.3384, s1.loss_bbox: 0.0871, s1.loss_mask: 0.1026, s2.loss_cls: 0.0257, s2.acc: 96.1293, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0489, loss: 0.8888 +2024-03-13 23:25:08,290 - mmdet - INFO - Epoch [33][5550/7330] lr: 4.612e-07, eta: 10:30:39, time: 1.624, data_time: 0.248, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1128, s0.acc: 95.8145, s0.loss_bbox: 0.1917, s0.loss_mask: 0.2113, s1.loss_cls: 0.0523, s1.acc: 96.0740, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1053, s2.loss_cls: 0.0268, s2.acc: 95.8527, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0495, loss: 0.9188 +2024-03-13 23:26:27,261 - mmdet - INFO - Epoch [33][5600/7330] lr: 4.612e-07, eta: 10:29:20, time: 1.579, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1198, s0.acc: 95.6411, s0.loss_bbox: 0.1936, s0.loss_mask: 0.2129, s1.loss_cls: 0.0557, s1.acc: 95.8085, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1057, s2.loss_cls: 0.0280, s2.acc: 95.7072, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0497, loss: 0.9359 +2024-03-13 23:27:41,663 - mmdet - INFO - Epoch [33][5650/7330] lr: 4.612e-07, eta: 10:27:59, time: 1.488, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1108, s0.acc: 95.9753, s0.loss_bbox: 0.1785, s0.loss_mask: 0.2012, s1.loss_cls: 0.0507, s1.acc: 96.2934, s1.loss_bbox: 0.0848, s1.loss_mask: 0.1013, s2.loss_cls: 0.0251, s2.acc: 96.2163, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0486, loss: 0.8728 +2024-03-13 23:28:57,241 - mmdet - INFO - Epoch [33][5700/7330] lr: 4.612e-07, eta: 10:26:39, time: 1.512, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1132, s0.acc: 95.8357, s0.loss_bbox: 0.1882, s0.loss_mask: 0.2078, s1.loss_cls: 0.0521, s1.acc: 96.1071, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1038, s2.loss_cls: 0.0265, s2.acc: 95.9018, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0493, loss: 0.9078 +2024-03-13 23:30:14,260 - mmdet - INFO - Epoch [33][5750/7330] lr: 4.612e-07, eta: 10:25:20, time: 1.540, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1105, s0.acc: 95.9656, s0.loss_bbox: 0.1837, s0.loss_mask: 0.2065, s1.loss_cls: 0.0508, s1.acc: 96.1871, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1031, s2.loss_cls: 0.0258, s2.acc: 96.0420, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0491, loss: 0.8923 +2024-03-13 23:31:31,186 - mmdet - INFO - Epoch [33][5800/7330] lr: 4.612e-07, eta: 10:24:00, time: 1.538, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1219, s0.acc: 95.5315, s0.loss_bbox: 0.1968, s0.loss_mask: 0.2164, s1.loss_cls: 0.0561, s1.acc: 95.8112, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1075, s2.loss_cls: 0.0285, s2.acc: 95.6445, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0507, loss: 0.9516 +2024-03-13 23:32:47,289 - mmdet - INFO - Epoch [33][5850/7330] lr: 4.612e-07, eta: 10:22:40, time: 1.522, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1101, s0.acc: 95.8813, s0.loss_bbox: 0.1864, s0.loss_mask: 0.2122, s1.loss_cls: 0.0506, s1.acc: 96.1551, s1.loss_bbox: 0.0875, s1.loss_mask: 0.1056, s2.loss_cls: 0.0258, s2.acc: 96.0574, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0502, loss: 0.9007 +2024-03-13 23:34:05,057 - mmdet - INFO - Epoch [33][5900/7330] lr: 4.612e-07, eta: 10:21:20, time: 1.555, data_time: 0.105, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1101, s0.acc: 96.0151, s0.loss_bbox: 0.1822, s0.loss_mask: 0.2005, s1.loss_cls: 0.0504, s1.acc: 96.3074, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1007, s2.loss_cls: 0.0258, s2.acc: 96.0587, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0477, loss: 0.8795 +2024-03-13 23:35:23,804 - mmdet - INFO - Epoch [33][5950/7330] lr: 4.612e-07, eta: 10:20:00, time: 1.575, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1153, s0.acc: 95.7207, s0.loss_bbox: 0.1916, s0.loss_mask: 0.2166, s1.loss_cls: 0.0528, s1.acc: 95.9903, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1081, s2.loss_cls: 0.0263, s2.acc: 95.8685, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0512, loss: 0.9312 +2024-03-13 23:36:42,609 - mmdet - INFO - Epoch [33][6000/7330] lr: 4.612e-07, eta: 10:18:41, time: 1.576, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1099, s0.acc: 95.9534, s0.loss_bbox: 0.1845, s0.loss_mask: 0.2076, s1.loss_cls: 0.0510, s1.acc: 96.1932, s1.loss_bbox: 0.0863, s1.loss_mask: 0.1032, s2.loss_cls: 0.0255, s2.acc: 96.0608, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0494, loss: 0.8950 +2024-03-13 23:37:58,391 - mmdet - INFO - Epoch [33][6050/7330] lr: 4.612e-07, eta: 10:17:21, time: 1.515, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1130, s0.acc: 95.8650, s0.loss_bbox: 0.1847, s0.loss_mask: 0.2068, s1.loss_cls: 0.0518, s1.acc: 96.1360, s1.loss_bbox: 0.0867, s1.loss_mask: 0.1031, s2.loss_cls: 0.0259, s2.acc: 96.0832, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0489, loss: 0.8950 +2024-03-13 23:39:19,459 - mmdet - INFO - Epoch [33][6100/7330] lr: 4.612e-07, eta: 10:16:01, time: 1.621, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1136, s0.acc: 95.8586, s0.loss_bbox: 0.1880, s0.loss_mask: 0.2065, s1.loss_cls: 0.0522, s1.acc: 96.0893, s1.loss_bbox: 0.0892, s1.loss_mask: 0.1022, s2.loss_cls: 0.0263, s2.acc: 95.9528, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0481, loss: 0.9032 +2024-03-13 23:40:42,336 - mmdet - INFO - Epoch [33][6150/7330] lr: 4.612e-07, eta: 10:14:42, time: 1.658, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1158, s0.acc: 95.6968, s0.loss_bbox: 0.1907, s0.loss_mask: 0.2088, s1.loss_cls: 0.0534, s1.acc: 95.9465, s1.loss_bbox: 0.0905, s1.loss_mask: 0.1049, s2.loss_cls: 0.0264, s2.acc: 95.9457, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0499, loss: 0.9196 +2024-03-13 23:42:01,105 - mmdet - INFO - Epoch [33][6200/7330] lr: 4.612e-07, eta: 10:13:22, time: 1.575, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1089, s0.acc: 95.9812, s0.loss_bbox: 0.1808, s0.loss_mask: 0.2116, s1.loss_cls: 0.0503, s1.acc: 96.2364, s1.loss_bbox: 0.0854, s1.loss_mask: 0.1055, s2.loss_cls: 0.0254, s2.acc: 96.1057, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0497, loss: 0.8923 +2024-03-13 23:43:22,900 - mmdet - INFO - Epoch [33][6250/7330] lr: 4.612e-07, eta: 10:12:03, time: 1.636, data_time: 0.120, memory: 23149, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1094, s0.acc: 95.9417, s0.loss_bbox: 0.1857, s0.loss_mask: 0.2094, s1.loss_cls: 0.0503, s1.acc: 96.2424, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1052, s2.loss_cls: 0.0253, s2.acc: 96.1707, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0503, loss: 0.8975 +2024-03-13 23:44:39,426 - mmdet - INFO - Epoch [33][6300/7330] lr: 4.612e-07, eta: 10:10:43, time: 1.530, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1130, s0.acc: 95.8496, s0.loss_bbox: 0.1887, s0.loss_mask: 0.2086, s1.loss_cls: 0.0529, s1.acc: 95.9778, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1041, s2.loss_cls: 0.0266, s2.acc: 95.8860, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0492, loss: 0.9090 +2024-03-13 23:45:59,210 - mmdet - INFO - Epoch [33][6350/7330] lr: 4.612e-07, eta: 10:09:23, time: 1.596, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1137, s0.acc: 95.8306, s0.loss_bbox: 0.1889, s0.loss_mask: 0.2093, s1.loss_cls: 0.0530, s1.acc: 96.0600, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1051, s2.loss_cls: 0.0271, s2.acc: 95.8411, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0493, loss: 0.9124 +2024-03-13 23:47:19,022 - mmdet - INFO - Epoch [33][6400/7330] lr: 4.612e-07, eta: 10:08:04, time: 1.596, data_time: 0.111, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1160, s0.acc: 95.7742, s0.loss_bbox: 0.1856, s0.loss_mask: 0.2046, s1.loss_cls: 0.0537, s1.acc: 95.9890, s1.loss_bbox: 0.0866, s1.loss_mask: 0.1022, s2.loss_cls: 0.0273, s2.acc: 95.7969, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0484, loss: 0.9001 +2024-03-13 23:48:38,650 - mmdet - INFO - Epoch [33][6450/7330] lr: 4.612e-07, eta: 10:06:44, time: 1.593, data_time: 0.124, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1130, s0.acc: 95.8118, s0.loss_bbox: 0.1852, s0.loss_mask: 0.2086, s1.loss_cls: 0.0528, s1.acc: 96.0101, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1043, s2.loss_cls: 0.0264, s2.acc: 95.9364, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0493, loss: 0.9051 +2024-03-13 23:49:53,368 - mmdet - INFO - Epoch [33][6500/7330] lr: 4.612e-07, eta: 10:05:24, time: 1.494, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1149, s0.acc: 95.7957, s0.loss_bbox: 0.1867, s0.loss_mask: 0.2044, s1.loss_cls: 0.0523, s1.acc: 96.0398, s1.loss_bbox: 0.0876, s1.loss_mask: 0.1015, s2.loss_cls: 0.0259, s2.acc: 95.9518, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0478, loss: 0.8977 +2024-03-13 23:51:10,199 - mmdet - INFO - Epoch [33][6550/7330] lr: 4.612e-07, eta: 10:04:04, time: 1.537, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1117, s0.acc: 95.9187, s0.loss_bbox: 0.1878, s0.loss_mask: 0.2082, s1.loss_cls: 0.0514, s1.acc: 96.2033, s1.loss_bbox: 0.0882, s1.loss_mask: 0.1042, s2.loss_cls: 0.0263, s2.acc: 95.9887, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0495, loss: 0.9053 +2024-03-13 23:52:28,554 - mmdet - INFO - Epoch [33][6600/7330] lr: 4.612e-07, eta: 10:02:45, time: 1.567, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1106, s0.acc: 95.8647, s0.loss_bbox: 0.1826, s0.loss_mask: 0.2050, s1.loss_cls: 0.0514, s1.acc: 96.0883, s1.loss_bbox: 0.0866, s1.loss_mask: 0.1024, s2.loss_cls: 0.0259, s2.acc: 95.9403, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0483, loss: 0.8908 +2024-03-13 23:53:46,935 - mmdet - INFO - Epoch [33][6650/7330] lr: 4.612e-07, eta: 10:01:25, time: 1.568, data_time: 0.125, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1210, s0.acc: 95.5144, s0.loss_bbox: 0.1966, s0.loss_mask: 0.2096, s1.loss_cls: 0.0564, s1.acc: 95.7389, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1053, s2.loss_cls: 0.0285, s2.acc: 95.6031, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0496, loss: 0.9395 +2024-03-13 23:55:08,494 - mmdet - INFO - Epoch [33][6700/7330] lr: 4.612e-07, eta: 10:00:06, time: 1.631, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1124, s0.acc: 95.8574, s0.loss_bbox: 0.1854, s0.loss_mask: 0.2075, s1.loss_cls: 0.0513, s1.acc: 96.1952, s1.loss_bbox: 0.0870, s1.loss_mask: 0.1037, s2.loss_cls: 0.0256, s2.acc: 96.1144, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0494, loss: 0.8997 +2024-03-13 23:56:28,626 - mmdet - INFO - Epoch [33][6750/7330] lr: 4.612e-07, eta: 9:58:46, time: 1.602, data_time: 0.117, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1128, s0.acc: 95.8892, s0.loss_bbox: 0.1887, s0.loss_mask: 0.2070, s1.loss_cls: 0.0514, s1.acc: 96.1835, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1046, s2.loss_cls: 0.0263, s2.acc: 95.9645, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0493, loss: 0.9064 +2024-03-13 23:57:49,495 - mmdet - INFO - Epoch [33][6800/7330] lr: 4.612e-07, eta: 9:57:27, time: 1.618, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1186, s0.acc: 95.6165, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2136, s1.loss_cls: 0.0546, s1.acc: 95.8560, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1063, s2.loss_cls: 0.0274, s2.acc: 95.7020, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0503, loss: 0.9483 +2024-03-13 23:59:08,558 - mmdet - INFO - Epoch [33][6850/7330] lr: 4.612e-07, eta: 9:56:07, time: 1.581, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1158, s0.acc: 95.7529, s0.loss_bbox: 0.1953, s0.loss_mask: 0.2076, s1.loss_cls: 0.0532, s1.acc: 96.0329, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1043, s2.loss_cls: 0.0270, s2.acc: 95.8638, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0495, loss: 0.9259 +2024-03-14 00:00:27,439 - mmdet - INFO - Epoch [33][6900/7330] lr: 4.612e-07, eta: 9:54:47, time: 1.578, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1206, s0.acc: 95.5598, s0.loss_bbox: 0.1989, s0.loss_mask: 0.2128, s1.loss_cls: 0.0558, s1.acc: 95.8575, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1077, s2.loss_cls: 0.0285, s2.acc: 95.6561, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0515, loss: 0.9525 +2024-03-14 00:01:49,324 - mmdet - INFO - Epoch [33][6950/7330] lr: 4.612e-07, eta: 9:53:28, time: 1.638, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1088, s0.acc: 95.9839, s0.loss_bbox: 0.1853, s0.loss_mask: 0.2033, s1.loss_cls: 0.0510, s1.acc: 96.1545, s1.loss_bbox: 0.0881, s1.loss_mask: 0.1014, s2.loss_cls: 0.0257, s2.acc: 96.0310, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0481, loss: 0.8905 +2024-03-14 00:03:09,517 - mmdet - INFO - Epoch [33][7000/7330] lr: 4.612e-07, eta: 9:52:08, time: 1.604, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1142, s0.acc: 95.8779, s0.loss_bbox: 0.1868, s0.loss_mask: 0.2097, s1.loss_cls: 0.0520, s1.acc: 96.1482, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1050, s2.loss_cls: 0.0262, s2.acc: 95.9945, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0499, loss: 0.9107 +2024-03-14 00:04:28,250 - mmdet - INFO - Epoch [33][7050/7330] lr: 4.612e-07, eta: 9:50:49, time: 1.575, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1168, s0.acc: 95.6372, s0.loss_bbox: 0.1937, s0.loss_mask: 0.2135, s1.loss_cls: 0.0537, s1.acc: 95.9147, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1067, s2.loss_cls: 0.0267, s2.acc: 95.8363, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0499, loss: 0.9293 +2024-03-14 00:05:46,068 - mmdet - INFO - Epoch [33][7100/7330] lr: 4.612e-07, eta: 9:49:29, time: 1.556, data_time: 0.127, memory: 23149, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1190, s0.acc: 95.6191, s0.loss_bbox: 0.1933, s0.loss_mask: 0.2082, s1.loss_cls: 0.0556, s1.acc: 95.8427, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1038, s2.loss_cls: 0.0278, s2.acc: 95.7698, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0491, loss: 0.9318 +2024-03-14 00:07:09,011 - mmdet - INFO - Epoch [33][7150/7330] lr: 4.612e-07, eta: 9:48:10, time: 1.659, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1155, s0.acc: 95.6445, s0.loss_bbox: 0.1897, s0.loss_mask: 0.2110, s1.loss_cls: 0.0536, s1.acc: 95.8998, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1050, s2.loss_cls: 0.0275, s2.acc: 95.7604, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0496, loss: 0.9197 +2024-03-14 00:08:32,140 - mmdet - INFO - Epoch [33][7200/7330] lr: 4.612e-07, eta: 9:46:50, time: 1.662, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1102, s0.acc: 95.9478, s0.loss_bbox: 0.1799, s0.loss_mask: 0.2070, s1.loss_cls: 0.0506, s1.acc: 96.2188, s1.loss_bbox: 0.0855, s1.loss_mask: 0.1038, s2.loss_cls: 0.0257, s2.acc: 96.0635, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0496, loss: 0.8863 +2024-03-14 00:09:53,945 - mmdet - INFO - Epoch [33][7250/7330] lr: 4.612e-07, eta: 9:45:31, time: 1.637, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1140, s0.acc: 95.8660, s0.loss_bbox: 0.1906, s0.loss_mask: 0.2093, s1.loss_cls: 0.0532, s1.acc: 96.0271, s1.loss_bbox: 0.0905, s1.loss_mask: 0.1046, s2.loss_cls: 0.0270, s2.acc: 95.8307, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0491, loss: 0.9174 +2024-03-14 00:11:12,293 - mmdet - INFO - Epoch [33][7300/7330] lr: 4.612e-07, eta: 9:44:11, time: 1.567, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1043, s0.acc: 96.1824, s0.loss_bbox: 0.1763, s0.loss_mask: 0.1979, s1.loss_cls: 0.0485, s1.acc: 96.3696, s1.loss_bbox: 0.0855, s1.loss_mask: 0.1001, s2.loss_cls: 0.0249, s2.acc: 96.2435, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0477, loss: 0.8578 +2024-03-14 00:11:52,795 - mmdet - INFO - Saving checkpoint at 33 epochs +2024-03-14 00:18:37,729 - mmdet - INFO - Evaluating bbox... +2024-03-14 00:19:09,672 - 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 ] = 0.705 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.564 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.351 + 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 ] = 0.666 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.644 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.644 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.644 + 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 ] = 0.678 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.791 + +2024-03-14 00:19:09,673 - mmdet - INFO - Evaluating segm... +2024-03-14 00:19:42,193 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.451 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.683 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.490 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.265 + 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 ] = 0.632 + 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 ] = 0.397 + 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 ] = 0.720 + +2024-03-14 00:19:42,738 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-14 00:19:42,739 - mmdet - INFO - Epoch(val) [33][1250] bbox_mAP: 0.5200, bbox_mAP_50: 0.7050, bbox_mAP_75: 0.5640, bbox_mAP_s: 0.3510, bbox_mAP_m: 0.5580, bbox_mAP_l: 0.6660, bbox_mAP_copypaste: 0.520 0.705 0.564 0.351 0.558 0.666, segm_mAP: 0.4510, segm_mAP_50: 0.6830, segm_mAP_75: 0.4900, segm_mAP_s: 0.2650, segm_mAP_m: 0.4830, segm_mAP_l: 0.6320, segm_mAP_copypaste: 0.451 0.683 0.490 0.265 0.483 0.632 +2024-03-14 00:21:08,260 - mmdet - INFO - Epoch [34][50/7330] lr: 4.612e-08, eta: 9:42:00, time: 1.709, data_time: 0.263, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1180, s0.acc: 95.6196, s0.loss_bbox: 0.1939, s0.loss_mask: 0.2116, s1.loss_cls: 0.0551, s1.acc: 95.8442, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1049, s2.loss_cls: 0.0279, s2.acc: 95.6793, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0496, loss: 0.9330 +2024-03-14 00:22:27,667 - mmdet - INFO - Epoch [34][100/7330] lr: 4.612e-08, eta: 9:40:41, time: 1.588, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1144, s0.acc: 95.7700, s0.loss_bbox: 0.1876, s0.loss_mask: 0.2089, s1.loss_cls: 0.0541, s1.acc: 95.9875, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1048, s2.loss_cls: 0.0276, s2.acc: 95.7732, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0499, loss: 0.9126 +2024-03-14 00:23:45,222 - mmdet - INFO - Epoch [34][150/7330] lr: 4.612e-08, eta: 9:39:21, time: 1.551, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1110, s0.acc: 95.9116, s0.loss_bbox: 0.1818, s0.loss_mask: 0.2027, s1.loss_cls: 0.0516, s1.acc: 96.1082, s1.loss_bbox: 0.0862, s1.loss_mask: 0.1016, s2.loss_cls: 0.0259, s2.acc: 96.0017, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0480, loss: 0.8837 +2024-03-14 00:25:09,028 - mmdet - INFO - Epoch [34][200/7330] lr: 4.612e-08, eta: 9:38:02, time: 1.676, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1145, s0.acc: 95.6711, s0.loss_bbox: 0.1878, s0.loss_mask: 0.2081, s1.loss_cls: 0.0534, s1.acc: 95.9305, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1033, s2.loss_cls: 0.0268, s2.acc: 95.8362, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0487, loss: 0.9096 +2024-03-14 00:26:30,238 - mmdet - INFO - Epoch [34][250/7330] lr: 4.612e-08, eta: 9:36:42, time: 1.624, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1164, s0.acc: 95.7832, s0.loss_bbox: 0.1889, s0.loss_mask: 0.2097, s1.loss_cls: 0.0533, s1.acc: 96.0629, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1057, s2.loss_cls: 0.0270, s2.acc: 95.9001, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0500, loss: 0.9182 +2024-03-14 00:27:54,070 - mmdet - INFO - Epoch [34][300/7330] lr: 4.612e-08, eta: 9:35:23, time: 1.677, data_time: 0.122, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1140, s0.acc: 95.8167, s0.loss_bbox: 0.1887, s0.loss_mask: 0.2097, s1.loss_cls: 0.0528, s1.acc: 96.0218, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1064, s2.loss_cls: 0.0269, s2.acc: 95.8374, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0508, loss: 0.9153 +2024-03-14 00:29:17,796 - mmdet - INFO - Epoch [34][350/7330] lr: 4.612e-08, eta: 9:34:04, time: 1.675, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1088, s0.acc: 95.9771, s0.loss_bbox: 0.1833, s0.loss_mask: 0.2053, s1.loss_cls: 0.0498, s1.acc: 96.2589, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1027, s2.loss_cls: 0.0251, s2.acc: 96.1203, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0489, loss: 0.8868 +2024-03-14 00:30:34,327 - mmdet - INFO - Epoch [34][400/7330] lr: 4.612e-08, eta: 9:32:44, time: 1.531, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1104, s0.acc: 95.9509, s0.loss_bbox: 0.1869, s0.loss_mask: 0.2058, s1.loss_cls: 0.0499, s1.acc: 96.2258, s1.loss_bbox: 0.0884, s1.loss_mask: 0.1035, s2.loss_cls: 0.0251, s2.acc: 96.1022, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0492, loss: 0.8958 +2024-03-14 00:31:52,764 - mmdet - INFO - Epoch [34][450/7330] lr: 4.612e-08, eta: 9:31:24, time: 1.569, data_time: 0.219, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1139, s0.acc: 95.7173, s0.loss_bbox: 0.1948, s0.loss_mask: 0.2119, s1.loss_cls: 0.0524, s1.acc: 95.9148, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1065, s2.loss_cls: 0.0267, s2.acc: 95.7985, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0507, loss: 0.9296 +2024-03-14 00:33:12,922 - mmdet - INFO - Epoch [34][500/7330] lr: 4.612e-08, eta: 9:30:05, time: 1.603, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1107, s0.acc: 95.8567, s0.loss_bbox: 0.1846, s0.loss_mask: 0.2061, s1.loss_cls: 0.0515, s1.acc: 96.0494, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1033, s2.loss_cls: 0.0260, s2.acc: 95.8798, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0488, loss: 0.8933 +2024-03-14 00:34:34,641 - mmdet - INFO - Epoch [34][550/7330] lr: 4.612e-08, eta: 9:28:45, time: 1.634, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1119, s0.acc: 95.8879, s0.loss_bbox: 0.1843, s0.loss_mask: 0.2102, s1.loss_cls: 0.0519, s1.acc: 96.0143, s1.loss_bbox: 0.0870, s1.loss_mask: 0.1050, s2.loss_cls: 0.0262, s2.acc: 95.9554, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0498, loss: 0.9031 +2024-03-14 00:35:53,958 - mmdet - INFO - Epoch [34][600/7330] lr: 4.612e-08, eta: 9:27:26, time: 1.586, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1218, s0.acc: 95.4800, s0.loss_bbox: 0.1994, s0.loss_mask: 0.2113, s1.loss_cls: 0.0557, s1.acc: 95.8217, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1055, s2.loss_cls: 0.0281, s2.acc: 95.6715, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0503, loss: 0.9485 +2024-03-14 00:37:14,343 - mmdet - INFO - Epoch [34][650/7330] lr: 4.612e-08, eta: 9:26:06, time: 1.608, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1129, s0.acc: 95.9009, s0.loss_bbox: 0.1797, s0.loss_mask: 0.2037, s1.loss_cls: 0.0511, s1.acc: 96.2272, s1.loss_bbox: 0.0855, s1.loss_mask: 0.1017, s2.loss_cls: 0.0256, s2.acc: 96.1317, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0482, loss: 0.8839 +2024-03-14 00:38:34,481 - mmdet - INFO - Epoch [34][700/7330] lr: 4.612e-08, eta: 9:24:47, time: 1.603, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1077, s0.acc: 96.0305, s0.loss_bbox: 0.1794, s0.loss_mask: 0.2021, s1.loss_cls: 0.0502, s1.acc: 96.2186, s1.loss_bbox: 0.0850, s1.loss_mask: 0.1015, s2.loss_cls: 0.0256, s2.acc: 96.0612, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0481, loss: 0.8740 +2024-03-14 00:39:55,133 - mmdet - INFO - Epoch [34][750/7330] lr: 4.612e-08, eta: 9:23:27, time: 1.613, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1062, s0.acc: 96.0745, s0.loss_bbox: 0.1775, s0.loss_mask: 0.1999, s1.loss_cls: 0.0493, s1.acc: 96.3314, s1.loss_bbox: 0.0848, s1.loss_mask: 0.1002, s2.loss_cls: 0.0249, s2.acc: 96.2126, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0479, loss: 0.8642 +2024-03-14 00:41:17,242 - mmdet - INFO - Epoch [34][800/7330] lr: 4.612e-08, eta: 9:22:08, time: 1.642, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1091, s0.acc: 95.9822, s0.loss_bbox: 0.1828, s0.loss_mask: 0.2069, s1.loss_cls: 0.0498, s1.acc: 96.2580, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1038, s2.loss_cls: 0.0254, s2.acc: 96.1270, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0496, loss: 0.8924 +2024-03-14 00:42:38,812 - mmdet - INFO - Epoch [34][850/7330] lr: 4.612e-08, eta: 9:20:48, time: 1.631, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1113, s0.acc: 95.9692, s0.loss_bbox: 0.1851, s0.loss_mask: 0.2075, s1.loss_cls: 0.0513, s1.acc: 96.2207, s1.loss_bbox: 0.0877, s1.loss_mask: 0.1038, s2.loss_cls: 0.0262, s2.acc: 96.0707, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0492, loss: 0.8977 +2024-03-14 00:44:02,074 - mmdet - INFO - Epoch [34][900/7330] lr: 4.612e-08, eta: 9:19:29, time: 1.666, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1109, s0.acc: 95.9082, s0.loss_bbox: 0.1819, s0.loss_mask: 0.2031, s1.loss_cls: 0.0512, s1.acc: 96.1968, s1.loss_bbox: 0.0855, s1.loss_mask: 0.1007, s2.loss_cls: 0.0258, s2.acc: 96.0760, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0476, loss: 0.8815 +2024-03-14 00:45:24,968 - mmdet - INFO - Epoch [34][950/7330] lr: 4.612e-08, eta: 9:18:10, time: 1.658, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1158, s0.acc: 95.6997, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2045, s1.loss_cls: 0.0535, s1.acc: 95.9756, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1023, s2.loss_cls: 0.0273, s2.acc: 95.7878, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0483, loss: 0.9191 +2024-03-14 00:46:45,238 - mmdet - INFO - Epoch [34][1000/7330] lr: 4.612e-08, eta: 9:16:50, time: 1.605, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1133, s0.acc: 95.7952, s0.loss_bbox: 0.1891, s0.loss_mask: 0.2107, s1.loss_cls: 0.0523, s1.acc: 96.0142, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1048, s2.loss_cls: 0.0262, s2.acc: 95.9836, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0495, loss: 0.9108 +2024-03-14 00:48:09,682 - mmdet - INFO - Epoch [34][1050/7330] lr: 4.612e-08, eta: 9:15:31, time: 1.689, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1058, s0.acc: 96.0637, s0.loss_bbox: 0.1810, s0.loss_mask: 0.2019, s1.loss_cls: 0.0480, s1.acc: 96.3078, s1.loss_bbox: 0.0867, s1.loss_mask: 0.1013, s2.loss_cls: 0.0243, s2.acc: 96.2112, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0483, loss: 0.8724 +2024-03-14 00:49:24,879 - mmdet - INFO - Epoch [34][1100/7330] lr: 4.612e-08, eta: 9:14:11, time: 1.504, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1107, s0.acc: 95.9294, s0.loss_bbox: 0.1900, s0.loss_mask: 0.2057, s1.loss_cls: 0.0512, s1.acc: 96.1411, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1028, s2.loss_cls: 0.0259, s2.acc: 95.9425, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0489, loss: 0.9026 +2024-03-14 00:50:42,113 - mmdet - INFO - Epoch [34][1150/7330] lr: 4.612e-08, eta: 9:12:51, time: 1.545, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1088, s0.acc: 95.9978, s0.loss_bbox: 0.1816, s0.loss_mask: 0.2032, s1.loss_cls: 0.0506, s1.acc: 96.2008, s1.loss_bbox: 0.0865, s1.loss_mask: 0.1021, s2.loss_cls: 0.0257, s2.acc: 96.0280, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0484, loss: 0.8810 +2024-03-14 00:52:01,228 - mmdet - INFO - Epoch [34][1200/7330] lr: 4.612e-08, eta: 9:11:32, time: 1.582, data_time: 0.212, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1105, s0.acc: 95.8950, s0.loss_bbox: 0.1866, s0.loss_mask: 0.2079, s1.loss_cls: 0.0510, s1.acc: 96.0827, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1044, s2.loss_cls: 0.0260, s2.acc: 96.0113, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0494, loss: 0.9017 +2024-03-14 00:53:20,890 - mmdet - INFO - Epoch [34][1250/7330] lr: 4.612e-08, eta: 9:10:12, time: 1.593, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1161, s0.acc: 95.7148, s0.loss_bbox: 0.1917, s0.loss_mask: 0.2108, s1.loss_cls: 0.0538, s1.acc: 95.9589, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1046, s2.loss_cls: 0.0273, s2.acc: 95.7893, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0494, loss: 0.9235 +2024-03-14 00:54:41,522 - mmdet - INFO - Epoch [34][1300/7330] lr: 4.612e-08, eta: 9:08:53, time: 1.613, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1114, s0.acc: 95.8933, s0.loss_bbox: 0.1825, s0.loss_mask: 0.2045, s1.loss_cls: 0.0517, s1.acc: 96.1290, s1.loss_bbox: 0.0870, s1.loss_mask: 0.1026, s2.loss_cls: 0.0256, s2.acc: 96.0904, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0489, loss: 0.8906 +2024-03-14 00:56:00,565 - mmdet - INFO - Epoch [34][1350/7330] lr: 4.612e-08, eta: 9:07:33, time: 1.581, data_time: 0.204, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1111, s0.acc: 95.8748, s0.loss_bbox: 0.1912, s0.loss_mask: 0.2064, s1.loss_cls: 0.0509, s1.acc: 96.1362, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1027, s2.loss_cls: 0.0261, s2.acc: 95.9449, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0489, loss: 0.9055 +2024-03-14 00:57:20,162 - mmdet - INFO - Epoch [34][1400/7330] lr: 4.612e-08, eta: 9:06:13, time: 1.592, data_time: 0.204, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1057, s0.acc: 96.0911, s0.loss_bbox: 0.1869, s0.loss_mask: 0.2046, s1.loss_cls: 0.0485, s1.acc: 96.3835, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1038, s2.loss_cls: 0.0245, s2.acc: 96.2184, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0493, loss: 0.8901 +2024-03-14 00:58:42,535 - mmdet - INFO - Epoch [34][1450/7330] lr: 4.612e-08, eta: 9:04:54, time: 1.647, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1121, s0.acc: 95.9629, s0.loss_bbox: 0.1900, s0.loss_mask: 0.2067, s1.loss_cls: 0.0520, s1.acc: 96.1539, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1032, s2.loss_cls: 0.0265, s2.acc: 95.9908, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0487, loss: 0.9088 +2024-03-14 01:00:03,945 - mmdet - INFO - Epoch [34][1500/7330] lr: 4.612e-08, eta: 9:03:35, time: 1.628, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1160, s0.acc: 95.6853, s0.loss_bbox: 0.1919, s0.loss_mask: 0.2067, s1.loss_cls: 0.0532, s1.acc: 95.9748, s1.loss_bbox: 0.0905, s1.loss_mask: 0.1035, s2.loss_cls: 0.0268, s2.acc: 95.8455, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0491, loss: 0.9172 +2024-03-14 01:01:21,429 - mmdet - INFO - Epoch [34][1550/7330] lr: 4.612e-08, eta: 9:02:15, time: 1.550, data_time: 0.121, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1131, s0.acc: 95.8342, s0.loss_bbox: 0.1860, s0.loss_mask: 0.2056, s1.loss_cls: 0.0529, s1.acc: 96.0107, s1.loss_bbox: 0.0873, s1.loss_mask: 0.1024, s2.loss_cls: 0.0266, s2.acc: 95.8738, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0485, loss: 0.8983 +2024-03-14 01:02:40,482 - mmdet - INFO - Epoch [34][1600/7330] lr: 4.612e-08, eta: 9:00:55, time: 1.581, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1164, s0.acc: 95.6470, s0.loss_bbox: 0.1926, s0.loss_mask: 0.2103, s1.loss_cls: 0.0544, s1.acc: 95.8808, s1.loss_bbox: 0.0906, s1.loss_mask: 0.1049, s2.loss_cls: 0.0271, s2.acc: 95.7710, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0495, loss: 0.9249 +2024-03-14 01:04:01,425 - mmdet - INFO - Epoch [34][1650/7330] lr: 4.612e-08, eta: 8:59:36, time: 1.619, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1177, s0.acc: 95.6660, s0.loss_bbox: 0.1942, s0.loss_mask: 0.2085, s1.loss_cls: 0.0541, s1.acc: 95.8966, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1044, s2.loss_cls: 0.0273, s2.acc: 95.7371, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0493, loss: 0.9283 +2024-03-14 01:05:23,864 - mmdet - INFO - Epoch [34][1700/7330] lr: 4.612e-08, eta: 8:58:16, time: 1.649, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1055, s0.acc: 96.1599, s0.loss_bbox: 0.1767, s0.loss_mask: 0.2005, s1.loss_cls: 0.0484, s1.acc: 96.3938, s1.loss_bbox: 0.0846, s1.loss_mask: 0.1008, s2.loss_cls: 0.0244, s2.acc: 96.2494, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0481, loss: 0.8622 +2024-03-14 01:06:40,658 - mmdet - INFO - Epoch [34][1750/7330] lr: 4.612e-08, eta: 8:56:57, time: 1.536, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1133, s0.acc: 95.8022, s0.loss_bbox: 0.1850, s0.loss_mask: 0.2101, s1.loss_cls: 0.0521, s1.acc: 96.0362, s1.loss_bbox: 0.0867, s1.loss_mask: 0.1041, s2.loss_cls: 0.0264, s2.acc: 95.8664, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0492, loss: 0.9009 +2024-03-14 01:08:00,765 - mmdet - INFO - Epoch [34][1800/7330] lr: 4.612e-08, eta: 8:55:37, time: 1.602, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1081, s0.acc: 96.0215, s0.loss_bbox: 0.1851, s0.loss_mask: 0.2063, s1.loss_cls: 0.0494, s1.acc: 96.3215, s1.loss_bbox: 0.0888, s1.loss_mask: 0.1034, s2.loss_cls: 0.0252, s2.acc: 96.1540, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0492, loss: 0.8898 +2024-03-14 01:09:16,934 - mmdet - INFO - Epoch [34][1850/7330] lr: 4.612e-08, eta: 8:54:17, time: 1.523, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1105, s0.acc: 95.9719, s0.loss_bbox: 0.1818, s0.loss_mask: 0.2093, s1.loss_cls: 0.0506, s1.acc: 96.2314, s1.loss_bbox: 0.0868, s1.loss_mask: 0.1045, s2.loss_cls: 0.0256, s2.acc: 96.0542, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0495, loss: 0.8931 +2024-03-14 01:10:37,954 - mmdet - INFO - Epoch [34][1900/7330] lr: 4.612e-08, eta: 8:52:58, time: 1.620, data_time: 0.222, memory: 23149, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1075, s0.acc: 95.9922, s0.loss_bbox: 0.1841, s0.loss_mask: 0.2017, s1.loss_cls: 0.0493, s1.acc: 96.2256, s1.loss_bbox: 0.0870, s1.loss_mask: 0.1016, s2.loss_cls: 0.0251, s2.acc: 95.9986, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0482, loss: 0.8779 +2024-03-14 01:11:57,100 - mmdet - INFO - Epoch [34][1950/7330] lr: 4.612e-08, eta: 8:51:38, time: 1.583, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1091, s0.acc: 95.9548, s0.loss_bbox: 0.1827, s0.loss_mask: 0.2029, s1.loss_cls: 0.0499, s1.acc: 96.2436, s1.loss_bbox: 0.0867, s1.loss_mask: 0.1021, s2.loss_cls: 0.0251, s2.acc: 96.1358, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0485, loss: 0.8834 +2024-03-14 01:13:14,297 - mmdet - INFO - Epoch [34][2000/7330] lr: 4.612e-08, eta: 8:50:18, time: 1.544, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1101, s0.acc: 96.0249, s0.loss_bbox: 0.1823, s0.loss_mask: 0.2016, s1.loss_cls: 0.0508, s1.acc: 96.2354, s1.loss_bbox: 0.0855, s1.loss_mask: 0.1012, s2.loss_cls: 0.0255, s2.acc: 96.1458, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0481, loss: 0.8800 +2024-03-14 01:14:36,075 - mmdet - INFO - Epoch [34][2050/7330] lr: 4.612e-08, eta: 8:48:59, time: 1.636, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1144, s0.acc: 95.8445, s0.loss_bbox: 0.1896, s0.loss_mask: 0.2076, s1.loss_cls: 0.0524, s1.acc: 96.0854, s1.loss_bbox: 0.0904, s1.loss_mask: 0.1044, s2.loss_cls: 0.0265, s2.acc: 95.9726, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0494, loss: 0.9156 +2024-03-14 01:15:54,307 - mmdet - INFO - Epoch [34][2100/7330] lr: 4.612e-08, eta: 8:47:39, time: 1.564, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1123, s0.acc: 95.8809, s0.loss_bbox: 0.1873, s0.loss_mask: 0.2106, s1.loss_cls: 0.0513, s1.acc: 96.1723, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1055, s2.loss_cls: 0.0257, s2.acc: 96.0713, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0500, loss: 0.9094 +2024-03-14 01:17:18,759 - mmdet - INFO - Epoch [34][2150/7330] lr: 4.612e-08, eta: 8:46:20, time: 1.689, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1172, s0.acc: 95.6580, s0.loss_bbox: 0.1896, s0.loss_mask: 0.2066, s1.loss_cls: 0.0540, s1.acc: 95.9265, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1031, s2.loss_cls: 0.0272, s2.acc: 95.8399, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0487, loss: 0.9158 +2024-03-14 01:18:35,884 - mmdet - INFO - Epoch [34][2200/7330] lr: 4.612e-08, eta: 8:45:00, time: 1.542, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1113, s0.acc: 95.8589, s0.loss_bbox: 0.1851, s0.loss_mask: 0.2089, s1.loss_cls: 0.0510, s1.acc: 96.1224, s1.loss_bbox: 0.0875, s1.loss_mask: 0.1046, s2.loss_cls: 0.0259, s2.acc: 96.0037, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0495, loss: 0.9003 +2024-03-14 01:19:51,698 - mmdet - INFO - Epoch [34][2250/7330] lr: 4.612e-08, eta: 8:43:40, time: 1.516, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1076, s0.acc: 96.0911, s0.loss_bbox: 0.1771, s0.loss_mask: 0.1989, s1.loss_cls: 0.0498, s1.acc: 96.3614, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0998, s2.loss_cls: 0.0250, s2.acc: 96.2964, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0474, loss: 0.8670 +2024-03-14 01:21:07,757 - mmdet - INFO - Epoch [34][2300/7330] lr: 4.612e-08, eta: 8:42:20, time: 1.521, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1191, s0.acc: 95.6177, s0.loss_bbox: 0.1879, s0.loss_mask: 0.2081, s1.loss_cls: 0.0551, s1.acc: 95.8748, s1.loss_bbox: 0.0889, s1.loss_mask: 0.1044, s2.loss_cls: 0.0277, s2.acc: 95.7705, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0494, loss: 0.9207 +2024-03-14 01:22:29,897 - mmdet - INFO - Epoch [34][2350/7330] lr: 4.612e-08, eta: 8:41:01, time: 1.643, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1053, s0.acc: 96.0850, s0.loss_bbox: 0.1806, s0.loss_mask: 0.2021, s1.loss_cls: 0.0478, s1.acc: 96.4124, s1.loss_bbox: 0.0860, s1.loss_mask: 0.1019, s2.loss_cls: 0.0245, s2.acc: 96.2016, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0485, loss: 0.8707 +2024-03-14 01:23:52,952 - mmdet - INFO - Epoch [34][2400/7330] lr: 4.612e-08, eta: 8:39:42, time: 1.661, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1167, s0.acc: 95.6836, s0.loss_bbox: 0.1938, s0.loss_mask: 0.2128, s1.loss_cls: 0.0533, s1.acc: 95.9301, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1073, s2.loss_cls: 0.0270, s2.acc: 95.8401, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0507, loss: 0.9330 +2024-03-14 01:25:12,208 - mmdet - INFO - Epoch [34][2450/7330] lr: 4.612e-08, eta: 8:38:22, time: 1.585, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1093, s0.acc: 95.9729, s0.loss_bbox: 0.1849, s0.loss_mask: 0.2061, s1.loss_cls: 0.0501, s1.acc: 96.2260, s1.loss_bbox: 0.0887, s1.loss_mask: 0.1034, s2.loss_cls: 0.0251, s2.acc: 96.1582, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0492, loss: 0.8928 +2024-03-14 01:26:31,613 - mmdet - INFO - Epoch [34][2500/7330] lr: 4.612e-08, eta: 8:37:03, time: 1.588, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1111, s0.acc: 95.8635, s0.loss_bbox: 0.1879, s0.loss_mask: 0.2069, s1.loss_cls: 0.0506, s1.acc: 96.1987, s1.loss_bbox: 0.0897, s1.loss_mask: 0.1038, s2.loss_cls: 0.0255, s2.acc: 96.0931, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0493, loss: 0.9050 +2024-03-14 01:27:49,530 - mmdet - INFO - Epoch [34][2550/7330] lr: 4.612e-08, eta: 8:35:43, time: 1.558, data_time: 0.203, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1089, s0.acc: 95.9402, s0.loss_bbox: 0.1801, s0.loss_mask: 0.2013, s1.loss_cls: 0.0504, s1.acc: 96.1580, s1.loss_bbox: 0.0866, s1.loss_mask: 0.1012, s2.loss_cls: 0.0258, s2.acc: 95.9861, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0482, loss: 0.8776 +2024-03-14 01:29:04,817 - mmdet - INFO - Epoch [34][2600/7330] lr: 4.612e-08, eta: 8:34:23, time: 1.506, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1072, s0.acc: 95.9729, s0.loss_bbox: 0.1818, s0.loss_mask: 0.2063, s1.loss_cls: 0.0496, s1.acc: 96.2310, s1.loss_bbox: 0.0871, s1.loss_mask: 0.1036, s2.loss_cls: 0.0249, s2.acc: 96.0993, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0493, loss: 0.8873 +2024-03-14 01:30:23,290 - mmdet - INFO - Epoch [34][2650/7330] lr: 4.612e-08, eta: 8:33:03, time: 1.569, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1087, s0.acc: 95.9968, s0.loss_bbox: 0.1873, s0.loss_mask: 0.2048, s1.loss_cls: 0.0502, s1.acc: 96.2183, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1014, s2.loss_cls: 0.0257, s2.acc: 96.0288, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0484, loss: 0.8897 +2024-03-14 01:31:43,709 - mmdet - INFO - Epoch [34][2700/7330] lr: 4.612e-08, eta: 8:31:44, time: 1.608, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1059, s0.acc: 96.1267, s0.loss_bbox: 0.1816, s0.loss_mask: 0.2062, s1.loss_cls: 0.0478, s1.acc: 96.3868, s1.loss_bbox: 0.0862, s1.loss_mask: 0.1032, s2.loss_cls: 0.0245, s2.acc: 96.1523, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0489, loss: 0.8801 +2024-03-14 01:33:01,290 - mmdet - INFO - Epoch [34][2750/7330] lr: 4.612e-08, eta: 8:30:24, time: 1.552, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1142, s0.acc: 95.8574, s0.loss_bbox: 0.1910, s0.loss_mask: 0.2118, s1.loss_cls: 0.0534, s1.acc: 96.0590, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1048, s2.loss_cls: 0.0266, s2.acc: 95.9184, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0492, loss: 0.9196 +2024-03-14 01:34:17,241 - mmdet - INFO - Epoch [34][2800/7330] lr: 4.612e-08, eta: 8:29:04, time: 1.519, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1072, s0.acc: 95.9414, s0.loss_bbox: 0.1835, s0.loss_mask: 0.2034, s1.loss_cls: 0.0495, s1.acc: 96.1957, s1.loss_bbox: 0.0871, s1.loss_mask: 0.1020, s2.loss_cls: 0.0249, s2.acc: 96.1388, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0486, loss: 0.8802 +2024-03-14 01:35:39,498 - mmdet - INFO - Epoch [34][2850/7330] lr: 4.612e-08, eta: 8:27:45, time: 1.645, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1145, s0.acc: 95.9082, s0.loss_bbox: 0.1860, s0.loss_mask: 0.2078, s1.loss_cls: 0.0530, s1.acc: 96.0974, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1036, s2.loss_cls: 0.0266, s2.acc: 96.0324, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0492, loss: 0.9080 +2024-03-14 01:36:58,153 - mmdet - INFO - Epoch [34][2900/7330] lr: 4.612e-08, eta: 8:26:25, time: 1.573, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1043, s0.acc: 96.1775, s0.loss_bbox: 0.1733, s0.loss_mask: 0.2027, s1.loss_cls: 0.0484, s1.acc: 96.4345, s1.loss_bbox: 0.0829, s1.loss_mask: 0.1015, s2.loss_cls: 0.0246, s2.acc: 96.2889, s2.loss_bbox: 0.0345, s2.loss_mask: 0.0478, loss: 0.8541 +2024-03-14 01:38:17,683 - mmdet - INFO - Epoch [34][2950/7330] lr: 4.612e-08, eta: 8:25:05, time: 1.591, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1177, s0.acc: 95.7024, s0.loss_bbox: 0.1926, s0.loss_mask: 0.2080, s1.loss_cls: 0.0537, s1.acc: 96.0324, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1048, s2.loss_cls: 0.0270, s2.acc: 95.8774, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0497, loss: 0.9245 +2024-03-14 01:39:38,426 - mmdet - INFO - Epoch [34][3000/7330] lr: 4.612e-08, eta: 8:23:46, time: 1.615, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1044, s0.acc: 96.1497, s0.loss_bbox: 0.1720, s0.loss_mask: 0.2015, s1.loss_cls: 0.0484, s1.acc: 96.4092, s1.loss_bbox: 0.0818, s1.loss_mask: 0.1007, s2.loss_cls: 0.0247, s2.acc: 96.1991, s2.loss_bbox: 0.0339, s2.loss_mask: 0.0476, loss: 0.8525 +2024-03-14 01:40:59,124 - mmdet - INFO - Epoch [34][3050/7330] lr: 4.612e-08, eta: 8:22:26, time: 1.614, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1127, s0.acc: 95.8496, s0.loss_bbox: 0.1878, s0.loss_mask: 0.2071, s1.loss_cls: 0.0515, s1.acc: 96.1318, s1.loss_bbox: 0.0897, s1.loss_mask: 0.1044, s2.loss_cls: 0.0261, s2.acc: 96.0217, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0495, loss: 0.9074 +2024-03-14 01:42:14,950 - mmdet - INFO - Epoch [34][3100/7330] lr: 4.612e-08, eta: 8:21:07, time: 1.516, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1126, s0.acc: 95.8726, s0.loss_bbox: 0.1871, s0.loss_mask: 0.2068, s1.loss_cls: 0.0521, s1.acc: 96.1195, s1.loss_bbox: 0.0884, s1.loss_mask: 0.1036, s2.loss_cls: 0.0264, s2.acc: 95.9172, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0494, loss: 0.9043 +2024-03-14 01:43:35,759 - mmdet - INFO - Epoch [34][3150/7330] lr: 4.612e-08, eta: 8:19:47, time: 1.617, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1158, s0.acc: 95.7590, s0.loss_bbox: 0.1938, s0.loss_mask: 0.2076, s1.loss_cls: 0.0540, s1.acc: 95.9403, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1031, s2.loss_cls: 0.0269, s2.acc: 95.8055, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0485, loss: 0.9208 +2024-03-14 01:44:57,135 - mmdet - INFO - Epoch [34][3200/7330] lr: 4.612e-08, eta: 8:18:28, time: 1.628, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1085, s0.acc: 95.9978, s0.loss_bbox: 0.1776, s0.loss_mask: 0.2002, s1.loss_cls: 0.0506, s1.acc: 96.1554, s1.loss_bbox: 0.0841, s1.loss_mask: 0.1000, s2.loss_cls: 0.0257, s2.acc: 95.9635, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0472, loss: 0.8686 +2024-03-14 01:46:17,542 - mmdet - INFO - Epoch [34][3250/7330] lr: 4.612e-08, eta: 8:17:08, time: 1.608, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1097, s0.acc: 95.9148, s0.loss_bbox: 0.1822, s0.loss_mask: 0.2036, s1.loss_cls: 0.0510, s1.acc: 96.1401, s1.loss_bbox: 0.0866, s1.loss_mask: 0.1023, s2.loss_cls: 0.0257, s2.acc: 95.9832, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0484, loss: 0.8843 +2024-03-14 01:47:36,133 - mmdet - INFO - Epoch [34][3300/7330] lr: 4.612e-08, eta: 8:15:48, time: 1.572, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1100, s0.acc: 95.9463, s0.loss_bbox: 0.1835, s0.loss_mask: 0.2065, s1.loss_cls: 0.0511, s1.acc: 96.2001, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1031, s2.loss_cls: 0.0260, s2.acc: 96.0171, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0487, loss: 0.8924 +2024-03-14 01:48:55,144 - mmdet - INFO - Epoch [34][3350/7330] lr: 4.612e-08, eta: 8:14:29, time: 1.580, data_time: 0.121, memory: 23149, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1081, s0.acc: 96.0396, s0.loss_bbox: 0.1832, s0.loss_mask: 0.1994, s1.loss_cls: 0.0496, s1.acc: 96.3015, s1.loss_bbox: 0.0873, s1.loss_mask: 0.1006, s2.loss_cls: 0.0251, s2.acc: 96.1443, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0477, loss: 0.8742 +2024-03-14 01:50:14,317 - mmdet - INFO - Epoch [34][3400/7330] lr: 4.612e-08, eta: 8:13:09, time: 1.583, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1087, s0.acc: 95.9585, s0.loss_bbox: 0.1822, s0.loss_mask: 0.2074, s1.loss_cls: 0.0497, s1.acc: 96.2240, s1.loss_bbox: 0.0863, s1.loss_mask: 0.1042, s2.loss_cls: 0.0253, s2.acc: 96.0124, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0495, loss: 0.8866 +2024-03-14 01:51:29,335 - mmdet - INFO - Epoch [34][3450/7330] lr: 4.612e-08, eta: 8:11:49, time: 1.500, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1104, s0.acc: 95.8960, s0.loss_bbox: 0.1810, s0.loss_mask: 0.2052, s1.loss_cls: 0.0518, s1.acc: 96.0655, s1.loss_bbox: 0.0868, s1.loss_mask: 0.1030, s2.loss_cls: 0.0259, s2.acc: 96.0238, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0488, loss: 0.8878 +2024-03-14 01:52:47,221 - mmdet - INFO - Epoch [34][3500/7330] lr: 4.612e-08, eta: 8:10:30, time: 1.558, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1065, s0.acc: 96.0708, s0.loss_bbox: 0.1812, s0.loss_mask: 0.2028, s1.loss_cls: 0.0484, s1.acc: 96.3556, s1.loss_bbox: 0.0868, s1.loss_mask: 0.1015, s2.loss_cls: 0.0246, s2.acc: 96.1993, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0480, loss: 0.8748 +2024-03-14 01:54:05,924 - mmdet - INFO - Epoch [34][3550/7330] lr: 4.612e-08, eta: 8:09:10, time: 1.574, data_time: 0.123, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1110, s0.acc: 95.9131, s0.loss_bbox: 0.1912, s0.loss_mask: 0.2086, s1.loss_cls: 0.0510, s1.acc: 96.1672, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1036, s2.loss_cls: 0.0259, s2.acc: 96.0081, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0490, loss: 0.9088 +2024-03-14 01:55:22,619 - mmdet - INFO - Epoch [34][3600/7330] lr: 4.612e-08, eta: 8:07:50, time: 1.534, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1122, s0.acc: 95.8433, s0.loss_bbox: 0.1842, s0.loss_mask: 0.2031, s1.loss_cls: 0.0522, s1.acc: 96.0531, s1.loss_bbox: 0.0869, s1.loss_mask: 0.1009, s2.loss_cls: 0.0265, s2.acc: 95.9417, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0480, loss: 0.8891 +2024-03-14 01:56:42,259 - mmdet - INFO - Epoch [34][3650/7330] lr: 4.612e-08, eta: 8:06:31, time: 1.593, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1143, s0.acc: 95.7510, s0.loss_bbox: 0.1961, s0.loss_mask: 0.2096, s1.loss_cls: 0.0522, s1.acc: 96.0682, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1047, s2.loss_cls: 0.0269, s2.acc: 95.9533, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0493, loss: 0.9257 +2024-03-14 01:58:04,205 - mmdet - INFO - Epoch [34][3700/7330] lr: 4.612e-08, eta: 8:05:11, time: 1.639, data_time: 0.150, memory: 23149, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1059, s0.acc: 96.0930, s0.loss_bbox: 0.1788, s0.loss_mask: 0.1977, s1.loss_cls: 0.0488, s1.acc: 96.3169, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0997, s2.loss_cls: 0.0249, s2.acc: 96.1899, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0476, loss: 0.8631 +2024-03-14 01:59:23,838 - mmdet - INFO - Epoch [34][3750/7330] lr: 4.612e-08, eta: 8:03:52, time: 1.593, data_time: 0.196, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1051, s0.acc: 96.0491, s0.loss_bbox: 0.1856, s0.loss_mask: 0.2085, s1.loss_cls: 0.0485, s1.acc: 96.2907, s1.loss_bbox: 0.0873, s1.loss_mask: 0.1033, s2.loss_cls: 0.0252, s2.acc: 96.0549, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0489, loss: 0.8894 +2024-03-14 02:00:45,204 - mmdet - INFO - Epoch [34][3800/7330] lr: 4.612e-08, eta: 8:02:32, time: 1.627, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1078, s0.acc: 96.0264, s0.loss_bbox: 0.1822, s0.loss_mask: 0.2040, s1.loss_cls: 0.0489, s1.acc: 96.2654, s1.loss_bbox: 0.0861, s1.loss_mask: 0.1019, s2.loss_cls: 0.0244, s2.acc: 96.2246, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0483, loss: 0.8784 +2024-03-14 02:02:08,926 - mmdet - INFO - Epoch [34][3850/7330] lr: 4.612e-08, eta: 8:01:13, time: 1.674, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1102, s0.acc: 95.9128, s0.loss_bbox: 0.1876, s0.loss_mask: 0.2053, s1.loss_cls: 0.0508, s1.acc: 96.1617, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1024, s2.loss_cls: 0.0257, s2.acc: 95.9705, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0485, loss: 0.8963 +2024-03-14 02:03:30,279 - mmdet - INFO - Epoch [34][3900/7330] lr: 4.612e-08, eta: 7:59:53, time: 1.627, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1113, s0.acc: 95.8833, s0.loss_bbox: 0.1862, s0.loss_mask: 0.2093, s1.loss_cls: 0.0505, s1.acc: 96.1642, s1.loss_bbox: 0.0887, s1.loss_mask: 0.1040, s2.loss_cls: 0.0255, s2.acc: 95.9662, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0493, loss: 0.9001 +2024-03-14 02:04:51,509 - mmdet - INFO - Epoch [34][3950/7330] lr: 4.612e-08, eta: 7:58:34, time: 1.625, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1100, s0.acc: 95.9163, s0.loss_bbox: 0.1892, s0.loss_mask: 0.2094, s1.loss_cls: 0.0513, s1.acc: 96.1719, s1.loss_bbox: 0.0887, s1.loss_mask: 0.1042, s2.loss_cls: 0.0260, s2.acc: 96.0149, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0494, loss: 0.9027 +2024-03-14 02:06:07,598 - mmdet - INFO - Epoch [34][4000/7330] lr: 4.612e-08, eta: 7:57:14, time: 1.522, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1051, s0.acc: 96.0444, s0.loss_bbox: 0.1780, s0.loss_mask: 0.2048, s1.loss_cls: 0.0487, s1.acc: 96.2649, s1.loss_bbox: 0.0850, s1.loss_mask: 0.1022, s2.loss_cls: 0.0248, s2.acc: 96.1709, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0484, loss: 0.8696 +2024-03-14 02:07:30,568 - mmdet - INFO - Epoch [34][4050/7330] lr: 4.612e-08, eta: 7:55:55, time: 1.659, data_time: 0.217, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1099, s0.acc: 95.9189, s0.loss_bbox: 0.1825, s0.loss_mask: 0.2062, s1.loss_cls: 0.0518, s1.acc: 96.0694, s1.loss_bbox: 0.0873, s1.loss_mask: 0.1028, s2.loss_cls: 0.0262, s2.acc: 95.9010, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0487, loss: 0.8918 +2024-03-14 02:08:51,092 - mmdet - INFO - Epoch [34][4100/7330] lr: 4.612e-08, eta: 7:54:35, time: 1.610, data_time: 0.139, memory: 23149, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1064, s0.acc: 96.1287, s0.loss_bbox: 0.1759, s0.loss_mask: 0.2017, s1.loss_cls: 0.0484, s1.acc: 96.3665, s1.loss_bbox: 0.0841, s1.loss_mask: 0.1017, s2.loss_cls: 0.0246, s2.acc: 96.1883, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0482, loss: 0.8637 +2024-03-14 02:10:13,782 - mmdet - INFO - Epoch [34][4150/7330] lr: 4.612e-08, eta: 7:53:16, time: 1.654, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1130, s0.acc: 95.9470, s0.loss_bbox: 0.1832, s0.loss_mask: 0.2093, s1.loss_cls: 0.0516, s1.acc: 96.1982, s1.loss_bbox: 0.0855, s1.loss_mask: 0.1036, s2.loss_cls: 0.0258, s2.acc: 96.0547, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0493, loss: 0.8995 +2024-03-14 02:11:33,373 - mmdet - INFO - Epoch [34][4200/7330] lr: 4.612e-08, eta: 7:51:56, time: 1.591, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1128, s0.acc: 95.8523, s0.loss_bbox: 0.1898, s0.loss_mask: 0.2089, s1.loss_cls: 0.0518, s1.acc: 96.1182, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1050, s2.loss_cls: 0.0264, s2.acc: 95.9323, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0495, loss: 0.9121 +2024-03-14 02:12:55,736 - mmdet - INFO - Epoch [34][4250/7330] lr: 4.612e-08, eta: 7:50:37, time: 1.648, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1153, s0.acc: 95.7727, s0.loss_bbox: 0.1942, s0.loss_mask: 0.2104, s1.loss_cls: 0.0535, s1.acc: 96.0179, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1052, s2.loss_cls: 0.0269, s2.acc: 95.8932, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0498, loss: 0.9270 +2024-03-14 02:14:19,207 - mmdet - INFO - Epoch [34][4300/7330] lr: 4.612e-08, eta: 7:49:18, time: 1.669, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1080, s0.acc: 96.0112, s0.loss_bbox: 0.1832, s0.loss_mask: 0.2044, s1.loss_cls: 0.0501, s1.acc: 96.2590, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1033, s2.loss_cls: 0.0252, s2.acc: 96.0707, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0490, loss: 0.8875 +2024-03-14 02:15:40,928 - mmdet - INFO - Epoch [34][4350/7330] lr: 4.612e-08, eta: 7:47:58, time: 1.634, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1104, s0.acc: 95.8562, s0.loss_bbox: 0.1871, s0.loss_mask: 0.2052, s1.loss_cls: 0.0519, s1.acc: 96.0495, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1036, s2.loss_cls: 0.0260, s2.acc: 95.9243, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0493, loss: 0.9026 +2024-03-14 02:16:57,739 - mmdet - INFO - Epoch [34][4400/7330] lr: 4.612e-08, eta: 7:46:38, time: 1.536, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1082, s0.acc: 95.9893, s0.loss_bbox: 0.1876, s0.loss_mask: 0.2060, s1.loss_cls: 0.0494, s1.acc: 96.2049, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1033, s2.loss_cls: 0.0252, s2.acc: 95.9749, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0491, loss: 0.8946 +2024-03-14 02:18:16,541 - mmdet - INFO - Epoch [34][4450/7330] lr: 4.612e-08, eta: 7:45:19, time: 1.576, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1101, s0.acc: 95.9656, s0.loss_bbox: 0.1800, s0.loss_mask: 0.2065, s1.loss_cls: 0.0508, s1.acc: 96.1617, s1.loss_bbox: 0.0867, s1.loss_mask: 0.1038, s2.loss_cls: 0.0257, s2.acc: 96.0208, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0494, loss: 0.8890 +2024-03-14 02:19:36,550 - mmdet - INFO - Epoch [34][4500/7330] lr: 4.612e-08, eta: 7:43:59, time: 1.601, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1106, s0.acc: 95.8452, s0.loss_bbox: 0.1866, s0.loss_mask: 0.2104, s1.loss_cls: 0.0508, s1.acc: 96.1422, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1045, s2.loss_cls: 0.0255, s2.acc: 96.0499, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0493, loss: 0.9021 +2024-03-14 02:21:01,066 - mmdet - INFO - Epoch [34][4550/7330] lr: 4.612e-08, eta: 7:42:40, time: 1.690, data_time: 0.233, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1182, s0.acc: 95.6682, s0.loss_bbox: 0.1909, s0.loss_mask: 0.2111, s1.loss_cls: 0.0541, s1.acc: 95.9461, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1057, s2.loss_cls: 0.0270, s2.acc: 95.8663, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0502, loss: 0.9250 +2024-03-14 02:22:20,623 - mmdet - INFO - Epoch [34][4600/7330] lr: 4.612e-08, eta: 7:41:20, time: 1.591, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1114, s0.acc: 95.9580, s0.loss_bbox: 0.1841, s0.loss_mask: 0.2032, s1.loss_cls: 0.0516, s1.acc: 96.1695, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1019, s2.loss_cls: 0.0256, s2.acc: 96.0949, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0480, loss: 0.8893 +2024-03-14 02:23:42,495 - mmdet - INFO - Epoch [34][4650/7330] lr: 4.612e-08, eta: 7:40:01, time: 1.637, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1112, s0.acc: 95.9414, s0.loss_bbox: 0.1849, s0.loss_mask: 0.2046, s1.loss_cls: 0.0510, s1.acc: 96.1859, s1.loss_bbox: 0.0887, s1.loss_mask: 0.1025, s2.loss_cls: 0.0260, s2.acc: 96.0690, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0484, loss: 0.8929 +2024-03-14 02:25:03,862 - mmdet - INFO - Epoch [34][4700/7330] lr: 4.612e-08, eta: 7:38:41, time: 1.627, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1134, s0.acc: 95.7900, s0.loss_bbox: 0.1872, s0.loss_mask: 0.2011, s1.loss_cls: 0.0531, s1.acc: 95.9883, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1009, s2.loss_cls: 0.0265, s2.acc: 95.9576, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0481, loss: 0.8974 +2024-03-14 02:26:24,018 - mmdet - INFO - Epoch [34][4750/7330] lr: 4.612e-08, eta: 7:37:22, time: 1.603, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1154, s0.acc: 95.7964, s0.loss_bbox: 0.1880, s0.loss_mask: 0.2072, s1.loss_cls: 0.0536, s1.acc: 95.9900, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1045, s2.loss_cls: 0.0274, s2.acc: 95.8491, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0494, loss: 0.9113 +2024-03-14 02:27:46,426 - mmdet - INFO - Epoch [34][4800/7330] lr: 4.612e-08, eta: 7:36:03, time: 1.648, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1141, s0.acc: 95.7820, s0.loss_bbox: 0.1855, s0.loss_mask: 0.2037, s1.loss_cls: 0.0520, s1.acc: 96.0625, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1017, s2.loss_cls: 0.0259, s2.acc: 95.8450, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0482, loss: 0.8956 +2024-03-14 02:29:10,119 - mmdet - INFO - Epoch [34][4850/7330] lr: 4.612e-08, eta: 7:34:43, time: 1.674, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1110, s0.acc: 95.9333, s0.loss_bbox: 0.1913, s0.loss_mask: 0.2053, s1.loss_cls: 0.0503, s1.acc: 96.2459, s1.loss_bbox: 0.0912, s1.loss_mask: 0.1034, s2.loss_cls: 0.0253, s2.acc: 96.0745, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0494, loss: 0.9055 +2024-03-14 02:30:32,555 - mmdet - INFO - Epoch [34][4900/7330] lr: 4.612e-08, eta: 7:33:24, time: 1.649, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1131, s0.acc: 95.8345, s0.loss_bbox: 0.1877, s0.loss_mask: 0.2072, s1.loss_cls: 0.0516, s1.acc: 96.0913, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1035, s2.loss_cls: 0.0264, s2.acc: 95.9107, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0494, loss: 0.9041 +2024-03-14 02:31:56,096 - mmdet - INFO - Epoch [34][4950/7330] lr: 4.612e-08, eta: 7:32:04, time: 1.670, data_time: 0.202, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1100, s0.acc: 95.9812, s0.loss_bbox: 0.1876, s0.loss_mask: 0.2059, s1.loss_cls: 0.0513, s1.acc: 96.2009, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1034, s2.loss_cls: 0.0261, s2.acc: 95.9924, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0491, loss: 0.9015 +2024-03-14 02:33:13,349 - mmdet - INFO - Epoch [34][5000/7330] lr: 4.612e-08, eta: 7:30:45, time: 1.546, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1132, s0.acc: 95.7146, s0.loss_bbox: 0.1961, s0.loss_mask: 0.2138, s1.loss_cls: 0.0524, s1.acc: 95.8663, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1070, s2.loss_cls: 0.0267, s2.acc: 95.7411, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0506, loss: 0.9323 +2024-03-14 02:34:37,606 - mmdet - INFO - Epoch [34][5050/7330] lr: 4.612e-08, eta: 7:29:25, time: 1.685, data_time: 0.233, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1142, s0.acc: 95.8689, s0.loss_bbox: 0.1876, s0.loss_mask: 0.2069, s1.loss_cls: 0.0520, s1.acc: 96.1673, s1.loss_bbox: 0.0889, s1.loss_mask: 0.1043, s2.loss_cls: 0.0262, s2.acc: 95.9917, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0497, loss: 0.9058 +2024-03-14 02:35:55,541 - mmdet - INFO - Epoch [34][5100/7330] lr: 4.612e-08, eta: 7:28:06, time: 1.559, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1111, s0.acc: 95.9614, s0.loss_bbox: 0.1850, s0.loss_mask: 0.2069, s1.loss_cls: 0.0508, s1.acc: 96.2378, s1.loss_bbox: 0.0868, s1.loss_mask: 0.1026, s2.loss_cls: 0.0256, s2.acc: 96.0083, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0487, loss: 0.8929 +2024-03-14 02:37:17,818 - mmdet - INFO - Epoch [34][5150/7330] lr: 4.612e-08, eta: 7:26:46, time: 1.645, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1058, s0.acc: 96.0305, s0.loss_bbox: 0.1846, s0.loss_mask: 0.2022, s1.loss_cls: 0.0484, s1.acc: 96.3047, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1020, s2.loss_cls: 0.0243, s2.acc: 96.2170, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0485, loss: 0.8784 +2024-03-14 02:38:39,549 - mmdet - INFO - Epoch [34][5200/7330] lr: 4.612e-08, eta: 7:25:27, time: 1.635, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1179, s0.acc: 95.7173, s0.loss_bbox: 0.1896, s0.loss_mask: 0.2067, s1.loss_cls: 0.0546, s1.acc: 95.9092, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1032, s2.loss_cls: 0.0273, s2.acc: 95.7624, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0491, loss: 0.9155 +2024-03-14 02:39:58,136 - mmdet - INFO - Epoch [34][5250/7330] lr: 4.612e-08, eta: 7:24:07, time: 1.572, data_time: 0.202, memory: 23149, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1037, s0.acc: 96.1875, s0.loss_bbox: 0.1762, s0.loss_mask: 0.2048, s1.loss_cls: 0.0481, s1.acc: 96.4432, s1.loss_bbox: 0.0844, s1.loss_mask: 0.1020, s2.loss_cls: 0.0244, s2.acc: 96.3095, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0483, loss: 0.8629 +2024-03-14 02:41:14,420 - mmdet - INFO - Epoch [34][5300/7330] lr: 4.612e-08, eta: 7:22:47, time: 1.526, data_time: 0.110, memory: 23149, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1073, s0.acc: 95.9919, s0.loss_bbox: 0.1831, s0.loss_mask: 0.2075, s1.loss_cls: 0.0493, s1.acc: 96.2970, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1036, s2.loss_cls: 0.0253, s2.acc: 96.1231, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0495, loss: 0.8874 +2024-03-14 02:42:35,135 - mmdet - INFO - Epoch [34][5350/7330] lr: 4.612e-08, eta: 7:21:28, time: 1.614, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1091, s0.acc: 95.9536, s0.loss_bbox: 0.1848, s0.loss_mask: 0.2043, s1.loss_cls: 0.0503, s1.acc: 96.2258, s1.loss_bbox: 0.0880, s1.loss_mask: 0.1020, s2.loss_cls: 0.0259, s2.acc: 95.9944, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0483, loss: 0.8882 +2024-03-14 02:43:56,858 - mmdet - INFO - Epoch [34][5400/7330] lr: 4.612e-08, eta: 7:20:08, time: 1.634, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1143, s0.acc: 95.7554, s0.loss_bbox: 0.1889, s0.loss_mask: 0.2084, s1.loss_cls: 0.0520, s1.acc: 96.0682, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1042, s2.loss_cls: 0.0262, s2.acc: 95.9300, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0495, loss: 0.9099 +2024-03-14 02:45:14,342 - mmdet - INFO - Epoch [34][5450/7330] lr: 4.612e-08, eta: 7:18:49, time: 1.550, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1097, s0.acc: 95.9941, s0.loss_bbox: 0.1820, s0.loss_mask: 0.2072, s1.loss_cls: 0.0517, s1.acc: 96.1497, s1.loss_bbox: 0.0868, s1.loss_mask: 0.1032, s2.loss_cls: 0.0263, s2.acc: 96.0360, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0487, loss: 0.8916 +2024-03-14 02:46:29,975 - mmdet - INFO - Epoch [34][5500/7330] lr: 4.612e-08, eta: 7:17:29, time: 1.513, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1117, s0.acc: 95.8308, s0.loss_bbox: 0.1875, s0.loss_mask: 0.2087, s1.loss_cls: 0.0514, s1.acc: 96.1139, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1037, s2.loss_cls: 0.0261, s2.acc: 95.9548, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0488, loss: 0.9030 +2024-03-14 02:47:48,796 - mmdet - INFO - Epoch [34][5550/7330] lr: 4.612e-08, eta: 7:16:09, time: 1.576, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1128, s0.acc: 95.7827, s0.loss_bbox: 0.1903, s0.loss_mask: 0.2094, s1.loss_cls: 0.0518, s1.acc: 96.0686, s1.loss_bbox: 0.0905, s1.loss_mask: 0.1047, s2.loss_cls: 0.0265, s2.acc: 95.8253, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0494, loss: 0.9136 +2024-03-14 02:49:04,946 - mmdet - INFO - Epoch [34][5600/7330] lr: 4.612e-08, eta: 7:14:49, time: 1.523, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1062, s0.acc: 96.0376, s0.loss_bbox: 0.1821, s0.loss_mask: 0.2021, s1.loss_cls: 0.0488, s1.acc: 96.2988, s1.loss_bbox: 0.0868, s1.loss_mask: 0.1011, s2.loss_cls: 0.0247, s2.acc: 96.1111, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0481, loss: 0.8727 +2024-03-14 02:50:23,183 - mmdet - INFO - Epoch [34][5650/7330] lr: 4.612e-08, eta: 7:13:30, time: 1.565, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1084, s0.acc: 95.9468, s0.loss_bbox: 0.1882, s0.loss_mask: 0.2057, s1.loss_cls: 0.0505, s1.acc: 96.1919, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1024, s2.loss_cls: 0.0255, s2.acc: 96.0653, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0486, loss: 0.8962 +2024-03-14 02:51:40,041 - mmdet - INFO - Epoch [34][5700/7330] lr: 4.612e-08, eta: 7:12:10, time: 1.537, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1033, s0.acc: 96.1726, s0.loss_bbox: 0.1763, s0.loss_mask: 0.2039, s1.loss_cls: 0.0487, s1.acc: 96.3420, s1.loss_bbox: 0.0836, s1.loss_mask: 0.1021, s2.loss_cls: 0.0247, s2.acc: 96.2265, s2.loss_bbox: 0.0346, s2.loss_mask: 0.0486, loss: 0.8633 +2024-03-14 02:52:58,973 - mmdet - INFO - Epoch [34][5750/7330] lr: 4.612e-08, eta: 7:10:50, time: 1.579, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1147, s0.acc: 95.7529, s0.loss_bbox: 0.1942, s0.loss_mask: 0.2082, s1.loss_cls: 0.0524, s1.acc: 96.0700, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1049, s2.loss_cls: 0.0269, s2.acc: 95.8407, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0497, loss: 0.9236 +2024-03-14 02:54:18,880 - mmdet - INFO - Epoch [34][5800/7330] lr: 4.612e-08, eta: 7:09:31, time: 1.598, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1167, s0.acc: 95.8167, s0.loss_bbox: 0.1927, s0.loss_mask: 0.2040, s1.loss_cls: 0.0534, s1.acc: 96.0303, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1027, s2.loss_cls: 0.0268, s2.acc: 95.8997, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0487, loss: 0.9159 +2024-03-14 02:55:38,175 - mmdet - INFO - Epoch [34][5850/7330] lr: 4.612e-08, eta: 7:08:11, time: 1.586, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1136, s0.acc: 95.7747, s0.loss_bbox: 0.1952, s0.loss_mask: 0.2066, s1.loss_cls: 0.0514, s1.acc: 96.0512, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1045, s2.loss_cls: 0.0259, s2.acc: 95.9525, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0496, loss: 0.9174 +2024-03-14 02:56:54,504 - mmdet - INFO - Epoch [34][5900/7330] lr: 4.612e-08, eta: 7:06:51, time: 1.527, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1061, s0.acc: 96.0823, s0.loss_bbox: 0.1813, s0.loss_mask: 0.2025, s1.loss_cls: 0.0488, s1.acc: 96.3508, s1.loss_bbox: 0.0865, s1.loss_mask: 0.1020, s2.loss_cls: 0.0249, s2.acc: 96.1008, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0482, loss: 0.8736 +2024-03-14 02:58:17,834 - mmdet - INFO - Epoch [34][5950/7330] lr: 4.612e-08, eta: 7:05:32, time: 1.667, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1157, s0.acc: 95.7603, s0.loss_bbox: 0.1884, s0.loss_mask: 0.2071, s1.loss_cls: 0.0536, s1.acc: 95.9473, s1.loss_bbox: 0.0889, s1.loss_mask: 0.1033, s2.loss_cls: 0.0272, s2.acc: 95.7679, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0491, loss: 0.9145 +2024-03-14 02:59:34,073 - mmdet - INFO - Epoch [34][6000/7330] lr: 4.612e-08, eta: 7:04:12, time: 1.525, data_time: 0.216, memory: 23149, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1051, s0.acc: 96.1228, s0.loss_bbox: 0.1738, s0.loss_mask: 0.2008, s1.loss_cls: 0.0485, s1.acc: 96.3532, s1.loss_bbox: 0.0837, s1.loss_mask: 0.1007, s2.loss_cls: 0.0243, s2.acc: 96.3123, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0483, loss: 0.8579 +2024-03-14 03:00:53,119 - mmdet - INFO - Epoch [34][6050/7330] lr: 4.612e-08, eta: 7:02:53, time: 1.581, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1151, s0.acc: 95.7793, s0.loss_bbox: 0.1921, s0.loss_mask: 0.2087, s1.loss_cls: 0.0531, s1.acc: 96.0371, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1050, s2.loss_cls: 0.0269, s2.acc: 95.9415, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0498, loss: 0.9214 +2024-03-14 03:02:11,910 - mmdet - INFO - Epoch [34][6100/7330] lr: 4.612e-08, eta: 7:01:33, time: 1.576, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0157, s0.loss_cls: 0.1015, s0.acc: 96.2749, s0.loss_bbox: 0.1734, s0.loss_mask: 0.2003, s1.loss_cls: 0.0470, s1.acc: 96.5315, s1.loss_bbox: 0.0832, s1.loss_mask: 0.1004, s2.loss_cls: 0.0240, s2.acc: 96.2783, s2.loss_bbox: 0.0343, s2.loss_mask: 0.0474, loss: 0.8456 +2024-03-14 03:03:30,683 - mmdet - INFO - Epoch [34][6150/7330] lr: 4.612e-08, eta: 7:00:13, time: 1.575, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1015, s0.acc: 96.2554, s0.loss_bbox: 0.1734, s0.loss_mask: 0.2005, s1.loss_cls: 0.0459, s1.acc: 96.5807, s1.loss_bbox: 0.0831, s1.loss_mask: 0.1001, s2.loss_cls: 0.0233, s2.acc: 96.3758, s2.loss_bbox: 0.0347, s2.loss_mask: 0.0475, loss: 0.8445 +2024-03-14 03:04:47,145 - mmdet - INFO - Epoch [34][6200/7330] lr: 4.612e-08, eta: 6:58:53, time: 1.529, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1148, s0.acc: 95.8157, s0.loss_bbox: 0.1898, s0.loss_mask: 0.2090, s1.loss_cls: 0.0527, s1.acc: 96.1156, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1033, s2.loss_cls: 0.0267, s2.acc: 95.9611, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0494, loss: 0.9138 +2024-03-14 03:06:07,354 - mmdet - INFO - Epoch [34][6250/7330] lr: 4.612e-08, eta: 6:57:34, time: 1.604, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1178, s0.acc: 95.6152, s0.loss_bbox: 0.1931, s0.loss_mask: 0.2070, s1.loss_cls: 0.0549, s1.acc: 95.7844, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1033, s2.loss_cls: 0.0278, s2.acc: 95.6266, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0487, loss: 0.9235 +2024-03-14 03:07:26,636 - mmdet - INFO - Epoch [34][6300/7330] lr: 4.612e-08, eta: 6:56:14, time: 1.586, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1102, s0.acc: 95.9412, s0.loss_bbox: 0.1837, s0.loss_mask: 0.2032, s1.loss_cls: 0.0509, s1.acc: 96.1305, s1.loss_bbox: 0.0878, s1.loss_mask: 0.1027, s2.loss_cls: 0.0255, s2.acc: 96.0445, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0488, loss: 0.8857 +2024-03-14 03:08:45,429 - mmdet - INFO - Epoch [34][6350/7330] lr: 4.612e-08, eta: 6:54:55, time: 1.576, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1127, s0.acc: 95.7974, s0.loss_bbox: 0.1917, s0.loss_mask: 0.2068, s1.loss_cls: 0.0529, s1.acc: 95.9488, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1028, s2.loss_cls: 0.0269, s2.acc: 95.7346, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0486, loss: 0.9115 +2024-03-14 03:10:06,590 - mmdet - INFO - Epoch [34][6400/7330] lr: 4.612e-08, eta: 6:53:35, time: 1.623, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1153, s0.acc: 95.7390, s0.loss_bbox: 0.1998, s0.loss_mask: 0.2132, s1.loss_cls: 0.0528, s1.acc: 96.0140, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1050, s2.loss_cls: 0.0269, s2.acc: 95.8574, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0497, loss: 0.9368 +2024-03-14 03:11:26,001 - mmdet - INFO - Epoch [34][6450/7330] lr: 4.612e-08, eta: 6:52:16, time: 1.588, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1170, s0.acc: 95.7021, s0.loss_bbox: 0.1900, s0.loss_mask: 0.2092, s1.loss_cls: 0.0543, s1.acc: 95.9738, s1.loss_bbox: 0.0888, s1.loss_mask: 0.1039, s2.loss_cls: 0.0270, s2.acc: 95.8652, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0494, loss: 0.9152 +2024-03-14 03:12:46,445 - mmdet - INFO - Epoch [34][6500/7330] lr: 4.612e-08, eta: 6:50:56, time: 1.609, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1132, s0.acc: 95.8167, s0.loss_bbox: 0.1913, s0.loss_mask: 0.2038, s1.loss_cls: 0.0520, s1.acc: 96.0475, s1.loss_bbox: 0.0888, s1.loss_mask: 0.1010, s2.loss_cls: 0.0257, s2.acc: 95.9837, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0478, loss: 0.9026 +2024-03-14 03:14:03,930 - mmdet - INFO - Epoch [34][6550/7330] lr: 4.612e-08, eta: 6:49:36, time: 1.550, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1065, s0.acc: 96.0178, s0.loss_bbox: 0.1829, s0.loss_mask: 0.2036, s1.loss_cls: 0.0497, s1.acc: 96.2205, s1.loss_bbox: 0.0868, s1.loss_mask: 0.1026, s2.loss_cls: 0.0250, s2.acc: 96.0993, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0484, loss: 0.8783 +2024-03-14 03:15:21,573 - mmdet - INFO - Epoch [34][6600/7330] lr: 4.612e-08, eta: 6:48:17, time: 1.553, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1070, s0.acc: 96.0603, s0.loss_bbox: 0.1794, s0.loss_mask: 0.2049, s1.loss_cls: 0.0497, s1.acc: 96.3576, s1.loss_bbox: 0.0862, s1.loss_mask: 0.1034, s2.loss_cls: 0.0253, s2.acc: 96.1991, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0485, loss: 0.8780 +2024-03-14 03:16:43,317 - mmdet - INFO - Epoch [34][6650/7330] lr: 4.612e-08, eta: 6:46:57, time: 1.635, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1092, s0.acc: 95.8828, s0.loss_bbox: 0.1826, s0.loss_mask: 0.2032, s1.loss_cls: 0.0500, s1.acc: 96.1572, s1.loss_bbox: 0.0875, s1.loss_mask: 0.1026, s2.loss_cls: 0.0255, s2.acc: 96.0446, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0491, loss: 0.8841 +2024-03-14 03:18:03,992 - mmdet - INFO - Epoch [34][6700/7330] lr: 4.612e-08, eta: 6:45:38, time: 1.613, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1093, s0.acc: 95.9331, s0.loss_bbox: 0.1864, s0.loss_mask: 0.2082, s1.loss_cls: 0.0505, s1.acc: 96.1462, s1.loss_bbox: 0.0867, s1.loss_mask: 0.1043, s2.loss_cls: 0.0251, s2.acc: 96.1151, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0499, loss: 0.8946 +2024-03-14 03:19:25,647 - mmdet - INFO - Epoch [34][6750/7330] lr: 4.612e-08, eta: 6:44:18, time: 1.633, data_time: 0.143, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1061, s0.acc: 96.0801, s0.loss_bbox: 0.1744, s0.loss_mask: 0.2017, s1.loss_cls: 0.0480, s1.acc: 96.3571, s1.loss_bbox: 0.0829, s1.loss_mask: 0.1009, s2.loss_cls: 0.0240, s2.acc: 96.2727, s2.loss_bbox: 0.0346, s2.loss_mask: 0.0478, loss: 0.8591 +2024-03-14 03:20:46,818 - mmdet - INFO - Epoch [34][6800/7330] lr: 4.612e-08, eta: 6:42:59, time: 1.623, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1128, s0.acc: 95.8142, s0.loss_bbox: 0.1846, s0.loss_mask: 0.2028, s1.loss_cls: 0.0524, s1.acc: 96.1087, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1023, s2.loss_cls: 0.0263, s2.acc: 96.0569, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0490, loss: 0.8968 +2024-03-14 03:22:07,403 - mmdet - INFO - Epoch [34][6850/7330] lr: 4.612e-08, eta: 6:41:39, time: 1.612, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1032, s0.acc: 96.1978, s0.loss_bbox: 0.1774, s0.loss_mask: 0.2053, s1.loss_cls: 0.0480, s1.acc: 96.4125, s1.loss_bbox: 0.0851, s1.loss_mask: 0.1022, s2.loss_cls: 0.0242, s2.acc: 96.2684, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0486, loss: 0.8682 +2024-03-14 03:23:30,253 - mmdet - INFO - Epoch [34][6900/7330] lr: 4.612e-08, eta: 6:40:20, time: 1.657, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1107, s0.acc: 95.9600, s0.loss_bbox: 0.1845, s0.loss_mask: 0.2044, s1.loss_cls: 0.0518, s1.acc: 96.1462, s1.loss_bbox: 0.0870, s1.loss_mask: 0.1031, s2.loss_cls: 0.0258, s2.acc: 96.0251, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0490, loss: 0.8918 +2024-03-14 03:24:55,085 - mmdet - INFO - Epoch [34][6950/7330] lr: 4.612e-08, eta: 6:39:01, time: 1.697, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1155, s0.acc: 95.8289, s0.loss_bbox: 0.1901, s0.loss_mask: 0.2078, s1.loss_cls: 0.0537, s1.acc: 96.0452, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1038, s2.loss_cls: 0.0268, s2.acc: 95.9208, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0491, loss: 0.9141 +2024-03-14 03:26:17,087 - mmdet - INFO - Epoch [34][7000/7330] lr: 4.612e-08, eta: 6:37:41, time: 1.640, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1123, s0.acc: 95.9282, s0.loss_bbox: 0.1818, s0.loss_mask: 0.2047, s1.loss_cls: 0.0519, s1.acc: 96.1220, s1.loss_bbox: 0.0865, s1.loss_mask: 0.1030, s2.loss_cls: 0.0261, s2.acc: 95.9747, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0487, loss: 0.8895 +2024-03-14 03:27:41,419 - mmdet - INFO - Epoch [34][7050/7330] lr: 4.612e-08, eta: 6:36:22, time: 1.687, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1121, s0.acc: 95.8591, s0.loss_bbox: 0.1840, s0.loss_mask: 0.2063, s1.loss_cls: 0.0514, s1.acc: 96.1040, s1.loss_bbox: 0.0873, s1.loss_mask: 0.1035, s2.loss_cls: 0.0259, s2.acc: 96.0289, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0492, loss: 0.8941 +2024-03-14 03:29:03,770 - mmdet - INFO - Epoch [34][7100/7330] lr: 4.612e-08, eta: 6:35:02, time: 1.647, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1151, s0.acc: 95.7290, s0.loss_bbox: 0.1919, s0.loss_mask: 0.2083, s1.loss_cls: 0.0531, s1.acc: 95.9454, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1032, s2.loss_cls: 0.0269, s2.acc: 95.8521, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0487, loss: 0.9201 +2024-03-14 03:30:23,846 - mmdet - INFO - Epoch [34][7150/7330] lr: 4.612e-08, eta: 6:33:43, time: 1.602, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1133, s0.acc: 95.8223, s0.loss_bbox: 0.1878, s0.loss_mask: 0.2082, s1.loss_cls: 0.0515, s1.acc: 96.1090, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1038, s2.loss_cls: 0.0258, s2.acc: 95.9920, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0493, loss: 0.9056 +2024-03-14 03:31:44,728 - mmdet - INFO - Epoch [34][7200/7330] lr: 4.612e-08, eta: 6:32:23, time: 1.618, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1099, s0.acc: 95.9211, s0.loss_bbox: 0.1842, s0.loss_mask: 0.2074, s1.loss_cls: 0.0503, s1.acc: 96.2280, s1.loss_bbox: 0.0870, s1.loss_mask: 0.1034, s2.loss_cls: 0.0254, s2.acc: 96.1174, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0487, loss: 0.8922 +2024-03-14 03:33:10,032 - mmdet - INFO - Epoch [34][7250/7330] lr: 4.612e-08, eta: 6:31:04, time: 1.706, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1125, s0.acc: 95.8291, s0.loss_bbox: 0.1879, s0.loss_mask: 0.2023, s1.loss_cls: 0.0510, s1.acc: 96.1366, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1015, s2.loss_cls: 0.0257, s2.acc: 95.9364, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0482, loss: 0.8964 +2024-03-14 03:34:32,806 - mmdet - INFO - Epoch [34][7300/7330] lr: 4.612e-08, eta: 6:29:45, time: 1.656, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1074, s0.acc: 95.9749, s0.loss_bbox: 0.1851, s0.loss_mask: 0.2076, s1.loss_cls: 0.0496, s1.acc: 96.1979, s1.loss_bbox: 0.0878, s1.loss_mask: 0.1038, s2.loss_cls: 0.0251, s2.acc: 96.0110, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0489, loss: 0.8947 +2024-03-14 03:35:16,808 - mmdet - INFO - Saving checkpoint at 34 epochs +2024-03-14 03:42:01,317 - mmdet - INFO - Evaluating bbox... +2024-03-14 03:42:33,461 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.523 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.708 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.566 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.350 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.562 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.667 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.646 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.646 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.646 + 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 ] = 0.682 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.790 + +2024-03-14 03:42:33,461 - mmdet - INFO - Evaluating segm... +2024-03-14 03:43:06,136 - 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 ] = 0.685 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.492 + 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 ] = 0.486 + 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 ] = 0.567 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.567 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.567 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.395 + 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 ] = 0.719 + +2024-03-14 03:43:06,669 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-14 03:43:06,670 - mmdet - INFO - Epoch(val) [34][1250] bbox_mAP: 0.5230, bbox_mAP_50: 0.7080, bbox_mAP_75: 0.5660, bbox_mAP_s: 0.3500, bbox_mAP_m: 0.5620, bbox_mAP_l: 0.6670, bbox_mAP_copypaste: 0.523 0.708 0.566 0.350 0.562 0.667, segm_mAP: 0.4530, segm_mAP_50: 0.6850, segm_mAP_75: 0.4920, segm_mAP_s: 0.2640, segm_mAP_m: 0.4860, segm_mAP_l: 0.6340, segm_mAP_copypaste: 0.453 0.685 0.492 0.264 0.486 0.634 +2024-03-14 03:44:30,948 - mmdet - INFO - Epoch [35][50/7330] lr: 4.612e-08, eta: 6:27:35, time: 1.684, data_time: 0.295, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1106, s0.acc: 95.7996, s0.loss_bbox: 0.1895, s0.loss_mask: 0.2090, s1.loss_cls: 0.0520, s1.acc: 95.9689, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1036, s2.loss_cls: 0.0264, s2.acc: 95.8225, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0491, loss: 0.9079 +2024-03-14 03:45:55,890 - mmdet - INFO - Epoch [35][100/7330] lr: 4.612e-08, eta: 6:26:15, time: 1.699, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1126, s0.acc: 95.8535, s0.loss_bbox: 0.1918, s0.loss_mask: 0.2116, s1.loss_cls: 0.0527, s1.acc: 96.0728, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1053, s2.loss_cls: 0.0270, s2.acc: 95.7623, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0502, loss: 0.9202 +2024-03-14 03:47:16,045 - mmdet - INFO - Epoch [35][150/7330] lr: 4.612e-08, eta: 6:24:56, time: 1.603, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1069, s0.acc: 96.0481, s0.loss_bbox: 0.1818, s0.loss_mask: 0.2038, s1.loss_cls: 0.0487, s1.acc: 96.3240, s1.loss_bbox: 0.0862, s1.loss_mask: 0.1029, s2.loss_cls: 0.0245, s2.acc: 96.2035, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0487, loss: 0.8794 +2024-03-14 03:48:34,496 - mmdet - INFO - Epoch [35][200/7330] lr: 4.612e-08, eta: 6:23:36, time: 1.569, data_time: 0.138, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1133, s0.acc: 95.8330, s0.loss_bbox: 0.1885, s0.loss_mask: 0.2054, s1.loss_cls: 0.0516, s1.acc: 96.1529, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1034, s2.loss_cls: 0.0262, s2.acc: 95.9907, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0492, loss: 0.9070 +2024-03-14 03:49:54,736 - mmdet - INFO - Epoch [35][250/7330] lr: 4.612e-08, eta: 6:22:17, time: 1.605, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1116, s0.acc: 95.9041, s0.loss_bbox: 0.1867, s0.loss_mask: 0.2057, s1.loss_cls: 0.0515, s1.acc: 96.1793, s1.loss_bbox: 0.0882, s1.loss_mask: 0.1034, s2.loss_cls: 0.0258, s2.acc: 95.9998, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0490, loss: 0.8984 +2024-03-14 03:51:20,548 - mmdet - INFO - Epoch [35][300/7330] lr: 4.612e-08, eta: 6:20:57, time: 1.716, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1047, s0.acc: 96.0986, s0.loss_bbox: 0.1772, s0.loss_mask: 0.2056, s1.loss_cls: 0.0482, s1.acc: 96.2944, s1.loss_bbox: 0.0843, s1.loss_mask: 0.1031, s2.loss_cls: 0.0246, s2.acc: 96.2037, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0490, loss: 0.8702 +2024-03-14 03:52:38,653 - mmdet - INFO - Epoch [35][350/7330] lr: 4.612e-08, eta: 6:19:38, time: 1.562, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1079, s0.acc: 96.0334, s0.loss_bbox: 0.1822, s0.loss_mask: 0.2082, s1.loss_cls: 0.0495, s1.acc: 96.2795, s1.loss_bbox: 0.0855, s1.loss_mask: 0.1043, s2.loss_cls: 0.0250, s2.acc: 96.1328, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0494, loss: 0.8867 +2024-03-14 03:53:53,913 - mmdet - INFO - Epoch [35][400/7330] lr: 4.612e-08, eta: 6:18:18, time: 1.505, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1136, s0.acc: 95.8552, s0.loss_bbox: 0.1897, s0.loss_mask: 0.2064, s1.loss_cls: 0.0519, s1.acc: 96.1419, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1038, s2.loss_cls: 0.0259, s2.acc: 96.0738, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0491, loss: 0.9058 +2024-03-14 03:55:15,703 - mmdet - INFO - Epoch [35][450/7330] lr: 4.612e-08, eta: 6:16:58, time: 1.636, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1077, s0.acc: 95.9968, s0.loss_bbox: 0.1809, s0.loss_mask: 0.2089, s1.loss_cls: 0.0501, s1.acc: 96.2175, s1.loss_bbox: 0.0861, s1.loss_mask: 0.1049, s2.loss_cls: 0.0253, s2.acc: 96.0711, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0492, loss: 0.8855 +2024-03-14 03:56:31,758 - mmdet - INFO - Epoch [35][500/7330] lr: 4.612e-08, eta: 6:15:39, time: 1.521, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1104, s0.acc: 95.9150, s0.loss_bbox: 0.1878, s0.loss_mask: 0.2075, s1.loss_cls: 0.0509, s1.acc: 96.0866, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1036, s2.loss_cls: 0.0258, s2.acc: 95.9486, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0492, loss: 0.9028 +2024-03-14 03:57:49,492 - mmdet - INFO - Epoch [35][550/7330] lr: 4.612e-08, eta: 6:14:19, time: 1.555, data_time: 0.211, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1151, s0.acc: 95.7500, s0.loss_bbox: 0.1882, s0.loss_mask: 0.2064, s1.loss_cls: 0.0537, s1.acc: 95.9425, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1033, s2.loss_cls: 0.0267, s2.acc: 95.8680, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0488, loss: 0.9083 +2024-03-14 03:59:09,171 - mmdet - INFO - Epoch [35][600/7330] lr: 4.612e-08, eta: 6:12:59, time: 1.594, data_time: 0.198, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1111, s0.acc: 95.9485, s0.loss_bbox: 0.1869, s0.loss_mask: 0.2055, s1.loss_cls: 0.0514, s1.acc: 96.1985, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1028, s2.loss_cls: 0.0261, s2.acc: 96.0029, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0484, loss: 0.8979 +2024-03-14 04:00:29,204 - mmdet - INFO - Epoch [35][650/7330] lr: 4.612e-08, eta: 6:11:40, time: 1.601, data_time: 0.224, memory: 23149, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1040, s0.acc: 96.1118, s0.loss_bbox: 0.1764, s0.loss_mask: 0.1979, s1.loss_cls: 0.0479, s1.acc: 96.3913, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0997, s2.loss_cls: 0.0240, s2.acc: 96.2456, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0476, loss: 0.8556 +2024-03-14 04:01:49,934 - mmdet - INFO - Epoch [35][700/7330] lr: 4.612e-08, eta: 6:10:20, time: 1.615, data_time: 0.229, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1084, s0.acc: 96.0146, s0.loss_bbox: 0.1792, s0.loss_mask: 0.2126, s1.loss_cls: 0.0501, s1.acc: 96.2463, s1.loss_bbox: 0.0844, s1.loss_mask: 0.1054, s2.loss_cls: 0.0250, s2.acc: 96.1787, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0499, loss: 0.8884 +2024-03-14 04:03:11,145 - mmdet - INFO - Epoch [35][750/7330] lr: 4.612e-08, eta: 6:09:01, time: 1.624, data_time: 0.142, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1138, s0.acc: 95.7673, s0.loss_bbox: 0.1883, s0.loss_mask: 0.2097, s1.loss_cls: 0.0522, s1.acc: 96.0663, s1.loss_bbox: 0.0884, s1.loss_mask: 0.1044, s2.loss_cls: 0.0265, s2.acc: 95.9329, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0495, loss: 0.9091 +2024-03-14 04:04:29,568 - mmdet - INFO - Epoch [35][800/7330] lr: 4.612e-08, eta: 6:07:41, time: 1.568, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1156, s0.acc: 95.6802, s0.loss_bbox: 0.1944, s0.loss_mask: 0.2128, s1.loss_cls: 0.0529, s1.acc: 96.0014, s1.loss_bbox: 0.0914, s1.loss_mask: 0.1061, s2.loss_cls: 0.0266, s2.acc: 95.8699, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0501, loss: 0.9300 +2024-03-14 04:05:52,955 - mmdet - INFO - Epoch [35][850/7330] lr: 4.612e-08, eta: 6:06:22, time: 1.668, data_time: 0.203, memory: 23149, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1039, s0.acc: 96.2502, s0.loss_bbox: 0.1775, s0.loss_mask: 0.1983, s1.loss_cls: 0.0478, s1.acc: 96.4648, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0996, s2.loss_cls: 0.0241, s2.acc: 96.3217, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0475, loss: 0.8567 +2024-03-14 04:07:12,988 - mmdet - INFO - Epoch [35][900/7330] lr: 4.612e-08, eta: 6:05:02, time: 1.601, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1089, s0.acc: 95.9204, s0.loss_bbox: 0.1860, s0.loss_mask: 0.2047, s1.loss_cls: 0.0505, s1.acc: 96.1549, s1.loss_bbox: 0.0882, s1.loss_mask: 0.1028, s2.loss_cls: 0.0257, s2.acc: 95.9891, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0490, loss: 0.8924 +2024-03-14 04:08:31,373 - mmdet - INFO - Epoch [35][950/7330] lr: 4.612e-08, eta: 6:03:43, time: 1.568, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1115, s0.acc: 95.8635, s0.loss_bbox: 0.1883, s0.loss_mask: 0.2119, s1.loss_cls: 0.0510, s1.acc: 96.1308, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1052, s2.loss_cls: 0.0259, s2.acc: 95.9058, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0497, loss: 0.9100 +2024-03-14 04:09:55,195 - mmdet - INFO - Epoch [35][1000/7330] lr: 4.612e-08, eta: 6:02:23, time: 1.676, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1135, s0.acc: 95.8113, s0.loss_bbox: 0.1933, s0.loss_mask: 0.2080, s1.loss_cls: 0.0522, s1.acc: 96.0666, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1045, s2.loss_cls: 0.0268, s2.acc: 95.8649, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0493, loss: 0.9187 +2024-03-14 04:11:16,820 - mmdet - INFO - Epoch [35][1050/7330] lr: 4.612e-08, eta: 6:01:04, time: 1.633, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1176, s0.acc: 95.7021, s0.loss_bbox: 0.1913, s0.loss_mask: 0.2112, s1.loss_cls: 0.0538, s1.acc: 95.9055, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1052, s2.loss_cls: 0.0274, s2.acc: 95.7349, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0500, loss: 0.9233 +2024-03-14 04:12:38,400 - mmdet - INFO - Epoch [35][1100/7330] lr: 4.612e-08, eta: 5:59:44, time: 1.632, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1138, s0.acc: 95.7703, s0.loss_bbox: 0.1920, s0.loss_mask: 0.2055, s1.loss_cls: 0.0528, s1.acc: 96.0088, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1025, s2.loss_cls: 0.0269, s2.acc: 95.7846, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0486, loss: 0.9102 +2024-03-14 04:13:58,249 - mmdet - INFO - Epoch [35][1150/7330] lr: 4.612e-08, eta: 5:58:25, time: 1.597, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1140, s0.acc: 95.7656, s0.loss_bbox: 0.1917, s0.loss_mask: 0.2079, s1.loss_cls: 0.0526, s1.acc: 96.0533, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1032, s2.loss_cls: 0.0267, s2.acc: 95.9023, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0489, loss: 0.9151 +2024-03-14 04:15:19,022 - mmdet - INFO - Epoch [35][1200/7330] lr: 4.612e-08, eta: 5:57:05, time: 1.616, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1041, s0.acc: 96.1023, s0.loss_bbox: 0.1827, s0.loss_mask: 0.2022, s1.loss_cls: 0.0477, s1.acc: 96.4086, s1.loss_bbox: 0.0869, s1.loss_mask: 0.1016, s2.loss_cls: 0.0246, s2.acc: 96.2273, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0482, loss: 0.8719 +2024-03-14 04:16:36,615 - mmdet - INFO - Epoch [35][1250/7330] lr: 4.612e-08, eta: 5:55:45, time: 1.552, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1164, s0.acc: 95.6521, s0.loss_bbox: 0.1934, s0.loss_mask: 0.2123, s1.loss_cls: 0.0542, s1.acc: 95.9762, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1066, s2.loss_cls: 0.0272, s2.acc: 95.8522, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0503, loss: 0.9308 +2024-03-14 04:17:59,941 - mmdet - INFO - Epoch [35][1300/7330] lr: 4.612e-08, eta: 5:54:26, time: 1.666, data_time: 0.225, memory: 23149, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1114, s0.acc: 95.9402, s0.loss_bbox: 0.1804, s0.loss_mask: 0.2022, s1.loss_cls: 0.0508, s1.acc: 96.2037, s1.loss_bbox: 0.0858, s1.loss_mask: 0.1019, s2.loss_cls: 0.0255, s2.acc: 96.0247, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0480, loss: 0.8835 +2024-03-14 04:19:26,064 - mmdet - INFO - Epoch [35][1350/7330] lr: 4.612e-08, eta: 5:53:07, time: 1.722, data_time: 0.261, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1198, s0.acc: 95.6387, s0.loss_bbox: 0.1915, s0.loss_mask: 0.2049, s1.loss_cls: 0.0554, s1.acc: 95.8766, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1021, s2.loss_cls: 0.0277, s2.acc: 95.7437, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0483, loss: 0.9185 +2024-03-14 04:20:41,774 - mmdet - INFO - Epoch [35][1400/7330] lr: 4.612e-08, eta: 5:51:47, time: 1.514, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1155, s0.acc: 95.7627, s0.loss_bbox: 0.1892, s0.loss_mask: 0.2089, s1.loss_cls: 0.0535, s1.acc: 96.0373, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1039, s2.loss_cls: 0.0268, s2.acc: 95.9648, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0491, loss: 0.9131 +2024-03-14 04:22:05,802 - mmdet - INFO - Epoch [35][1450/7330] lr: 4.612e-08, eta: 5:50:28, time: 1.681, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1178, s0.acc: 95.6355, s0.loss_bbox: 0.1950, s0.loss_mask: 0.2114, s1.loss_cls: 0.0546, s1.acc: 95.8938, s1.loss_bbox: 0.0912, s1.loss_mask: 0.1046, s2.loss_cls: 0.0274, s2.acc: 95.7365, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0496, loss: 0.9306 +2024-03-14 04:23:21,541 - mmdet - INFO - Epoch [35][1500/7330] lr: 4.612e-08, eta: 5:49:08, time: 1.515, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1041, s0.acc: 96.2214, s0.loss_bbox: 0.1754, s0.loss_mask: 0.2006, s1.loss_cls: 0.0483, s1.acc: 96.3995, s1.loss_bbox: 0.0837, s1.loss_mask: 0.1006, s2.loss_cls: 0.0244, s2.acc: 96.2151, s2.loss_bbox: 0.0344, s2.loss_mask: 0.0478, loss: 0.8552 +2024-03-14 04:24:42,695 - mmdet - INFO - Epoch [35][1550/7330] lr: 4.612e-08, eta: 5:47:48, time: 1.623, data_time: 0.247, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1158, s0.acc: 95.7324, s0.loss_bbox: 0.1921, s0.loss_mask: 0.2118, s1.loss_cls: 0.0539, s1.acc: 95.9854, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1053, s2.loss_cls: 0.0270, s2.acc: 95.8874, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0498, loss: 0.9263 +2024-03-14 04:26:08,470 - mmdet - INFO - Epoch [35][1600/7330] lr: 4.612e-08, eta: 5:46:29, time: 1.715, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1151, s0.acc: 95.7959, s0.loss_bbox: 0.1873, s0.loss_mask: 0.2080, s1.loss_cls: 0.0527, s1.acc: 96.0125, s1.loss_bbox: 0.0881, s1.loss_mask: 0.1029, s2.loss_cls: 0.0263, s2.acc: 95.9658, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0486, loss: 0.9070 +2024-03-14 04:27:26,869 - mmdet - INFO - Epoch [35][1650/7330] lr: 4.612e-08, eta: 5:45:09, time: 1.568, data_time: 0.198, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1075, s0.acc: 96.0264, s0.loss_bbox: 0.1837, s0.loss_mask: 0.2061, s1.loss_cls: 0.0489, s1.acc: 96.3356, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1038, s2.loss_cls: 0.0252, s2.acc: 96.1210, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0491, loss: 0.8903 +2024-03-14 04:28:50,423 - mmdet - INFO - Epoch [35][1700/7330] lr: 4.612e-08, eta: 5:43:50, time: 1.671, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1092, s0.acc: 95.9248, s0.loss_bbox: 0.1868, s0.loss_mask: 0.2036, s1.loss_cls: 0.0504, s1.acc: 96.2044, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1023, s2.loss_cls: 0.0258, s2.acc: 95.9367, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0486, loss: 0.8891 +2024-03-14 04:30:09,015 - mmdet - INFO - Epoch [35][1750/7330] lr: 4.612e-08, eta: 5:42:30, time: 1.572, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1172, s0.acc: 95.6782, s0.loss_bbox: 0.1930, s0.loss_mask: 0.2145, s1.loss_cls: 0.0556, s1.acc: 95.8529, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1067, s2.loss_cls: 0.0275, s2.acc: 95.6743, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0504, loss: 0.9367 +2024-03-14 04:31:32,039 - mmdet - INFO - Epoch [35][1800/7330] lr: 4.612e-08, eta: 5:41:11, time: 1.660, data_time: 0.223, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1084, s0.acc: 96.0222, s0.loss_bbox: 0.1833, s0.loss_mask: 0.2022, s1.loss_cls: 0.0491, s1.acc: 96.3586, s1.loss_bbox: 0.0878, s1.loss_mask: 0.1020, s2.loss_cls: 0.0253, s2.acc: 96.1173, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0484, loss: 0.8812 +2024-03-14 04:32:51,715 - mmdet - INFO - Epoch [35][1850/7330] lr: 4.612e-08, eta: 5:39:51, time: 1.593, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1045, s0.acc: 96.1062, s0.loss_bbox: 0.1794, s0.loss_mask: 0.2052, s1.loss_cls: 0.0474, s1.acc: 96.4403, s1.loss_bbox: 0.0852, s1.loss_mask: 0.1032, s2.loss_cls: 0.0241, s2.acc: 96.2718, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0489, loss: 0.8728 +2024-03-14 04:34:07,437 - mmdet - INFO - Epoch [35][1900/7330] lr: 4.612e-08, eta: 5:38:32, time: 1.514, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1161, s0.acc: 95.7542, s0.loss_bbox: 0.1914, s0.loss_mask: 0.2094, s1.loss_cls: 0.0538, s1.acc: 96.0067, s1.loss_bbox: 0.0909, s1.loss_mask: 0.1044, s2.loss_cls: 0.0273, s2.acc: 95.8640, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0496, loss: 0.9216 +2024-03-14 04:35:27,572 - mmdet - INFO - Epoch [35][1950/7330] lr: 4.612e-08, eta: 5:37:12, time: 1.603, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1045, s0.acc: 96.0986, s0.loss_bbox: 0.1797, s0.loss_mask: 0.2033, s1.loss_cls: 0.0472, s1.acc: 96.3862, s1.loss_bbox: 0.0865, s1.loss_mask: 0.1022, s2.loss_cls: 0.0240, s2.acc: 96.2424, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0484, loss: 0.8703 +2024-03-14 04:36:47,799 - mmdet - INFO - Epoch [35][2000/7330] lr: 4.612e-08, eta: 5:35:52, time: 1.605, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1042, s0.acc: 96.0774, s0.loss_bbox: 0.1823, s0.loss_mask: 0.2023, s1.loss_cls: 0.0479, s1.acc: 96.3127, s1.loss_bbox: 0.0860, s1.loss_mask: 0.1006, s2.loss_cls: 0.0245, s2.acc: 96.2220, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0476, loss: 0.8690 +2024-03-14 04:38:06,777 - mmdet - INFO - Epoch [35][2050/7330] lr: 4.612e-08, eta: 5:34:33, time: 1.579, data_time: 0.190, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1133, s0.acc: 95.7432, s0.loss_bbox: 0.1926, s0.loss_mask: 0.2082, s1.loss_cls: 0.0527, s1.acc: 95.9901, s1.loss_bbox: 0.0914, s1.loss_mask: 0.1043, s2.loss_cls: 0.0270, s2.acc: 95.8074, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0494, loss: 0.9180 +2024-03-14 04:39:29,407 - mmdet - INFO - Epoch [35][2100/7330] lr: 4.612e-08, eta: 5:33:13, time: 1.653, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1057, s0.acc: 96.0471, s0.loss_bbox: 0.1756, s0.loss_mask: 0.2014, s1.loss_cls: 0.0485, s1.acc: 96.2503, s1.loss_bbox: 0.0840, s1.loss_mask: 0.1011, s2.loss_cls: 0.0247, s2.acc: 96.1564, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0485, loss: 0.8621 +2024-03-14 04:40:45,851 - mmdet - INFO - Epoch [35][2150/7330] lr: 4.612e-08, eta: 5:31:54, time: 1.529, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1120, s0.acc: 95.8760, s0.loss_bbox: 0.1852, s0.loss_mask: 0.2038, s1.loss_cls: 0.0518, s1.acc: 96.0827, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1025, s2.loss_cls: 0.0266, s2.acc: 95.9298, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0487, loss: 0.8957 +2024-03-14 04:42:04,018 - mmdet - INFO - Epoch [35][2200/7330] lr: 4.612e-08, eta: 5:30:34, time: 1.563, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1051, s0.acc: 96.1082, s0.loss_bbox: 0.1753, s0.loss_mask: 0.2004, s1.loss_cls: 0.0479, s1.acc: 96.4151, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0997, s2.loss_cls: 0.0241, s2.acc: 96.2447, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0473, loss: 0.8567 +2024-03-14 04:43:29,495 - mmdet - INFO - Epoch [35][2250/7330] lr: 4.612e-08, eta: 5:29:15, time: 1.710, data_time: 0.213, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1214, s0.acc: 95.4707, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2149, s1.loss_cls: 0.0558, s1.acc: 95.7391, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1078, s2.loss_cls: 0.0280, s2.acc: 95.6725, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0511, loss: 0.9577 +2024-03-14 04:44:49,411 - mmdet - INFO - Epoch [35][2300/7330] lr: 4.612e-08, eta: 5:27:55, time: 1.598, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1052, s0.acc: 96.0618, s0.loss_bbox: 0.1784, s0.loss_mask: 0.2007, s1.loss_cls: 0.0481, s1.acc: 96.3303, s1.loss_bbox: 0.0849, s1.loss_mask: 0.1002, s2.loss_cls: 0.0240, s2.acc: 96.2596, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0477, loss: 0.8633 +2024-03-14 04:46:09,677 - mmdet - INFO - Epoch [35][2350/7330] lr: 4.612e-08, eta: 5:26:36, time: 1.606, data_time: 0.266, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1066, s0.acc: 96.0098, s0.loss_bbox: 0.1847, s0.loss_mask: 0.2007, s1.loss_cls: 0.0487, s1.acc: 96.2757, s1.loss_bbox: 0.0887, s1.loss_mask: 0.1017, s2.loss_cls: 0.0248, s2.acc: 96.1688, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0489, loss: 0.8803 +2024-03-14 04:47:29,464 - mmdet - INFO - Epoch [35][2400/7330] lr: 4.612e-08, eta: 5:25:16, time: 1.596, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1165, s0.acc: 95.7883, s0.loss_bbox: 0.1891, s0.loss_mask: 0.2077, s1.loss_cls: 0.0533, s1.acc: 96.0114, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1042, s2.loss_cls: 0.0270, s2.acc: 95.8050, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0491, loss: 0.9162 +2024-03-14 04:48:47,274 - mmdet - INFO - Epoch [35][2450/7330] lr: 4.612e-08, eta: 5:23:56, time: 1.556, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1113, s0.acc: 95.9565, s0.loss_bbox: 0.1874, s0.loss_mask: 0.2086, s1.loss_cls: 0.0516, s1.acc: 96.1307, s1.loss_bbox: 0.0888, s1.loss_mask: 0.1041, s2.loss_cls: 0.0261, s2.acc: 95.9911, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0496, loss: 0.9042 +2024-03-14 04:50:06,369 - mmdet - INFO - Epoch [35][2500/7330] lr: 4.612e-08, eta: 5:22:37, time: 1.582, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1150, s0.acc: 95.7905, s0.loss_bbox: 0.1922, s0.loss_mask: 0.2054, s1.loss_cls: 0.0527, s1.acc: 96.0581, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1021, s2.loss_cls: 0.0266, s2.acc: 95.9415, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0481, loss: 0.9122 +2024-03-14 04:51:27,015 - mmdet - INFO - Epoch [35][2550/7330] lr: 4.612e-08, eta: 5:21:17, time: 1.613, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1036, s0.acc: 96.1506, s0.loss_bbox: 0.1786, s0.loss_mask: 0.1988, s1.loss_cls: 0.0482, s1.acc: 96.3736, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0991, s2.loss_cls: 0.0245, s2.acc: 96.1552, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0469, loss: 0.8576 +2024-03-14 04:52:51,536 - mmdet - INFO - Epoch [35][2600/7330] lr: 4.612e-08, eta: 5:19:58, time: 1.690, data_time: 0.230, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1070, s0.acc: 96.0576, s0.loss_bbox: 0.1849, s0.loss_mask: 0.2048, s1.loss_cls: 0.0498, s1.acc: 96.2898, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1031, s2.loss_cls: 0.0252, s2.acc: 96.0614, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0492, loss: 0.8876 +2024-03-14 04:54:14,133 - mmdet - INFO - Epoch [35][2650/7330] lr: 4.612e-08, eta: 5:18:38, time: 1.652, data_time: 0.216, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1146, s0.acc: 95.7598, s0.loss_bbox: 0.1986, s0.loss_mask: 0.2106, s1.loss_cls: 0.0526, s1.acc: 96.0058, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1050, s2.loss_cls: 0.0269, s2.acc: 95.8168, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0497, loss: 0.9316 +2024-03-14 04:55:34,737 - mmdet - INFO - Epoch [35][2700/7330] lr: 4.612e-08, eta: 5:17:19, time: 1.612, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1063, s0.acc: 96.0427, s0.loss_bbox: 0.1853, s0.loss_mask: 0.2061, s1.loss_cls: 0.0483, s1.acc: 96.3742, s1.loss_bbox: 0.0887, s1.loss_mask: 0.1027, s2.loss_cls: 0.0245, s2.acc: 96.2235, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0488, loss: 0.8852 +2024-03-14 04:56:59,425 - mmdet - INFO - Epoch [35][2750/7330] lr: 4.612e-08, eta: 5:15:59, time: 1.694, data_time: 0.215, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1138, s0.acc: 95.7573, s0.loss_bbox: 0.1918, s0.loss_mask: 0.2113, s1.loss_cls: 0.0529, s1.acc: 95.9319, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1065, s2.loss_cls: 0.0265, s2.acc: 95.7548, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0505, loss: 0.9204 +2024-03-14 04:58:18,209 - mmdet - INFO - Epoch [35][2800/7330] lr: 4.612e-08, eta: 5:14:40, time: 1.576, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1079, s0.acc: 95.9783, s0.loss_bbox: 0.1845, s0.loss_mask: 0.2022, s1.loss_cls: 0.0502, s1.acc: 96.1968, s1.loss_bbox: 0.0881, s1.loss_mask: 0.1014, s2.loss_cls: 0.0256, s2.acc: 96.0890, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0483, loss: 0.8834 +2024-03-14 04:59:38,940 - mmdet - INFO - Epoch [35][2850/7330] lr: 4.612e-08, eta: 5:13:20, time: 1.615, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1070, s0.acc: 96.0049, s0.loss_bbox: 0.1796, s0.loss_mask: 0.2077, s1.loss_cls: 0.0495, s1.acc: 96.2246, s1.loss_bbox: 0.0862, s1.loss_mask: 0.1044, s2.loss_cls: 0.0247, s2.acc: 96.1832, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0498, loss: 0.8852 +2024-03-14 05:00:55,875 - mmdet - INFO - Epoch [35][2900/7330] lr: 4.612e-08, eta: 5:12:01, time: 1.539, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1090, s0.acc: 95.9905, s0.loss_bbox: 0.1836, s0.loss_mask: 0.2059, s1.loss_cls: 0.0492, s1.acc: 96.3338, s1.loss_bbox: 0.0882, s1.loss_mask: 0.1038, s2.loss_cls: 0.0254, s2.acc: 96.0996, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0493, loss: 0.8881 +2024-03-14 05:02:14,629 - mmdet - INFO - Epoch [35][2950/7330] lr: 4.612e-08, eta: 5:10:41, time: 1.575, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1073, s0.acc: 96.0908, s0.loss_bbox: 0.1838, s0.loss_mask: 0.2056, s1.loss_cls: 0.0487, s1.acc: 96.3608, s1.loss_bbox: 0.0872, s1.loss_mask: 0.1034, s2.loss_cls: 0.0242, s2.acc: 96.2932, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0489, loss: 0.8836 +2024-03-14 05:03:35,724 - mmdet - INFO - Epoch [35][3000/7330] lr: 4.612e-08, eta: 5:09:21, time: 1.622, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1120, s0.acc: 95.8345, s0.loss_bbox: 0.1875, s0.loss_mask: 0.2042, s1.loss_cls: 0.0524, s1.acc: 96.0306, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1017, s2.loss_cls: 0.0266, s2.acc: 95.8582, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0483, loss: 0.8992 +2024-03-14 05:04:55,954 - mmdet - INFO - Epoch [35][3050/7330] lr: 4.612e-08, eta: 5:08:02, time: 1.605, data_time: 0.227, memory: 23149, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1108, s0.acc: 95.8440, s0.loss_bbox: 0.1823, s0.loss_mask: 0.2071, s1.loss_cls: 0.0517, s1.acc: 96.0535, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1042, s2.loss_cls: 0.0263, s2.acc: 95.9709, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0492, loss: 0.8908 +2024-03-14 05:06:18,964 - mmdet - INFO - Epoch [35][3100/7330] lr: 4.612e-08, eta: 5:06:42, time: 1.660, data_time: 0.207, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1171, s0.acc: 95.7312, s0.loss_bbox: 0.1893, s0.loss_mask: 0.2126, s1.loss_cls: 0.0531, s1.acc: 95.9694, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1044, s2.loss_cls: 0.0270, s2.acc: 95.8171, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0495, loss: 0.9206 +2024-03-14 05:07:38,285 - mmdet - INFO - Epoch [35][3150/7330] lr: 4.612e-08, eta: 5:05:23, time: 1.586, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1131, s0.acc: 95.8101, s0.loss_bbox: 0.1851, s0.loss_mask: 0.2023, s1.loss_cls: 0.0525, s1.acc: 96.0164, s1.loss_bbox: 0.0870, s1.loss_mask: 0.1007, s2.loss_cls: 0.0263, s2.acc: 95.9387, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0479, loss: 0.8922 +2024-03-14 05:09:01,377 - mmdet - INFO - Epoch [35][3200/7330] lr: 4.612e-08, eta: 5:04:03, time: 1.662, data_time: 0.203, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1089, s0.acc: 96.0249, s0.loss_bbox: 0.1793, s0.loss_mask: 0.1999, s1.loss_cls: 0.0495, s1.acc: 96.2961, s1.loss_bbox: 0.0847, s1.loss_mask: 0.1004, s2.loss_cls: 0.0249, s2.acc: 96.1364, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0478, loss: 0.8694 +2024-03-14 05:10:19,303 - mmdet - INFO - Epoch [35][3250/7330] lr: 4.612e-08, eta: 5:02:44, time: 1.558, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1084, s0.acc: 96.0100, s0.loss_bbox: 0.1846, s0.loss_mask: 0.2012, s1.loss_cls: 0.0497, s1.acc: 96.2503, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1009, s2.loss_cls: 0.0252, s2.acc: 96.0941, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0479, loss: 0.8807 +2024-03-14 05:11:39,469 - mmdet - INFO - Epoch [35][3300/7330] lr: 4.612e-08, eta: 5:01:24, time: 1.603, data_time: 0.213, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1064, s0.acc: 96.0574, s0.loss_bbox: 0.1784, s0.loss_mask: 0.1995, s1.loss_cls: 0.0490, s1.acc: 96.2818, s1.loss_bbox: 0.0856, s1.loss_mask: 0.1012, s2.loss_cls: 0.0253, s2.acc: 96.1098, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0480, loss: 0.8697 +2024-03-14 05:13:00,657 - mmdet - INFO - Epoch [35][3350/7330] lr: 4.612e-08, eta: 5:00:05, time: 1.623, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1134, s0.acc: 95.8337, s0.loss_bbox: 0.1914, s0.loss_mask: 0.2039, s1.loss_cls: 0.0523, s1.acc: 96.0676, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1024, s2.loss_cls: 0.0264, s2.acc: 95.8890, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0489, loss: 0.9094 +2024-03-14 05:14:22,024 - mmdet - INFO - Epoch [35][3400/7330] lr: 4.612e-08, eta: 4:58:45, time: 1.628, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1063, s0.acc: 96.0288, s0.loss_bbox: 0.1817, s0.loss_mask: 0.2053, s1.loss_cls: 0.0495, s1.acc: 96.2010, s1.loss_bbox: 0.0868, s1.loss_mask: 0.1023, s2.loss_cls: 0.0248, s2.acc: 96.1363, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0480, loss: 0.8788 +2024-03-14 05:15:45,167 - mmdet - INFO - Epoch [35][3450/7330] lr: 4.612e-08, eta: 4:57:26, time: 1.663, data_time: 0.231, memory: 23149, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1068, s0.acc: 96.0918, s0.loss_bbox: 0.1829, s0.loss_mask: 0.1981, s1.loss_cls: 0.0473, s1.acc: 96.4205, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1006, s2.loss_cls: 0.0241, s2.acc: 96.2870, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0482, loss: 0.8699 +2024-03-14 05:17:08,756 - mmdet - INFO - Epoch [35][3500/7330] lr: 4.612e-08, eta: 4:56:06, time: 1.672, data_time: 0.217, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1146, s0.acc: 95.7578, s0.loss_bbox: 0.1907, s0.loss_mask: 0.2113, s1.loss_cls: 0.0519, s1.acc: 96.0317, s1.loss_bbox: 0.0906, s1.loss_mask: 0.1060, s2.loss_cls: 0.0265, s2.acc: 95.8480, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0507, loss: 0.9202 +2024-03-14 05:18:31,539 - mmdet - INFO - Epoch [35][3550/7330] lr: 4.612e-08, eta: 4:54:47, time: 1.656, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1094, s0.acc: 95.9917, s0.loss_bbox: 0.1872, s0.loss_mask: 0.2073, s1.loss_cls: 0.0507, s1.acc: 96.1481, s1.loss_bbox: 0.0888, s1.loss_mask: 0.1041, s2.loss_cls: 0.0258, s2.acc: 96.0052, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0493, loss: 0.8975 +2024-03-14 05:19:51,426 - mmdet - INFO - Epoch [35][3600/7330] lr: 4.612e-08, eta: 4:53:27, time: 1.598, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1111, s0.acc: 95.9236, s0.loss_bbox: 0.1856, s0.loss_mask: 0.2012, s1.loss_cls: 0.0509, s1.acc: 96.1844, s1.loss_bbox: 0.0884, s1.loss_mask: 0.1012, s2.loss_cls: 0.0259, s2.acc: 96.0536, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0483, loss: 0.8906 +2024-03-14 05:21:12,341 - mmdet - INFO - Epoch [35][3650/7330] lr: 4.612e-08, eta: 4:52:08, time: 1.618, data_time: 0.137, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1094, s0.acc: 96.0483, s0.loss_bbox: 0.1797, s0.loss_mask: 0.2038, s1.loss_cls: 0.0503, s1.acc: 96.3166, s1.loss_bbox: 0.0844, s1.loss_mask: 0.1017, s2.loss_cls: 0.0249, s2.acc: 96.2339, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0482, loss: 0.8767 +2024-03-14 05:22:29,941 - mmdet - INFO - Epoch [35][3700/7330] lr: 4.612e-08, eta: 4:50:48, time: 1.552, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1058, s0.acc: 96.0598, s0.loss_bbox: 0.1799, s0.loss_mask: 0.2071, s1.loss_cls: 0.0486, s1.acc: 96.2911, s1.loss_bbox: 0.0862, s1.loss_mask: 0.1040, s2.loss_cls: 0.0248, s2.acc: 96.1621, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0493, loss: 0.8816 +2024-03-14 05:23:50,891 - mmdet - INFO - Epoch [35][3750/7330] lr: 4.612e-08, eta: 4:49:28, time: 1.619, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1149, s0.acc: 95.7834, s0.loss_bbox: 0.1895, s0.loss_mask: 0.2100, s1.loss_cls: 0.0529, s1.acc: 96.0192, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1048, s2.loss_cls: 0.0265, s2.acc: 95.8980, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0494, loss: 0.9149 +2024-03-14 05:25:09,421 - mmdet - INFO - Epoch [35][3800/7330] lr: 4.612e-08, eta: 4:48:09, time: 1.571, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1111, s0.acc: 95.8618, s0.loss_bbox: 0.1868, s0.loss_mask: 0.2065, s1.loss_cls: 0.0516, s1.acc: 96.0624, s1.loss_bbox: 0.0888, s1.loss_mask: 0.1029, s2.loss_cls: 0.0262, s2.acc: 95.8828, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0490, loss: 0.8983 +2024-03-14 05:26:31,771 - mmdet - INFO - Epoch [35][3850/7330] lr: 4.612e-08, eta: 4:46:49, time: 1.647, data_time: 0.227, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1117, s0.acc: 95.8796, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2090, s1.loss_cls: 0.0512, s1.acc: 96.1400, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1044, s2.loss_cls: 0.0261, s2.acc: 95.8733, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0496, loss: 0.9160 +2024-03-14 05:27:51,711 - mmdet - INFO - Epoch [35][3900/7330] lr: 4.612e-08, eta: 4:45:30, time: 1.599, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1074, s0.acc: 95.9883, s0.loss_bbox: 0.1821, s0.loss_mask: 0.2057, s1.loss_cls: 0.0496, s1.acc: 96.1943, s1.loss_bbox: 0.0871, s1.loss_mask: 0.1032, s2.loss_cls: 0.0254, s2.acc: 95.9943, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0492, loss: 0.8841 +2024-03-14 05:29:09,562 - mmdet - INFO - Epoch [35][3950/7330] lr: 4.612e-08, eta: 4:44:10, time: 1.557, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1047, s0.acc: 96.2217, s0.loss_bbox: 0.1754, s0.loss_mask: 0.2023, s1.loss_cls: 0.0481, s1.acc: 96.4215, s1.loss_bbox: 0.0836, s1.loss_mask: 0.1009, s2.loss_cls: 0.0243, s2.acc: 96.2711, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0479, loss: 0.8586 +2024-03-14 05:30:29,254 - mmdet - INFO - Epoch [35][4000/7330] lr: 4.612e-08, eta: 4:42:50, time: 1.594, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1119, s0.acc: 95.9302, s0.loss_bbox: 0.1844, s0.loss_mask: 0.2080, s1.loss_cls: 0.0517, s1.acc: 96.2262, s1.loss_bbox: 0.0882, s1.loss_mask: 0.1047, s2.loss_cls: 0.0261, s2.acc: 96.0807, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0497, loss: 0.9007 +2024-03-14 05:31:52,440 - mmdet - INFO - Epoch [35][4050/7330] lr: 4.612e-08, eta: 4:41:31, time: 1.663, data_time: 0.231, memory: 23149, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1216, s0.acc: 95.5125, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2112, s1.loss_cls: 0.0560, s1.acc: 95.8237, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1060, s2.loss_cls: 0.0284, s2.acc: 95.6445, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0504, loss: 0.9499 +2024-03-14 05:33:12,777 - mmdet - INFO - Epoch [35][4100/7330] lr: 4.612e-08, eta: 4:40:11, time: 1.607, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1147, s0.acc: 95.8577, s0.loss_bbox: 0.1875, s0.loss_mask: 0.2061, s1.loss_cls: 0.0522, s1.acc: 96.1362, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1029, s2.loss_cls: 0.0264, s2.acc: 95.9329, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0490, loss: 0.9047 +2024-03-14 05:34:32,803 - mmdet - INFO - Epoch [35][4150/7330] lr: 4.612e-08, eta: 4:38:52, time: 1.601, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1108, s0.acc: 95.8303, s0.loss_bbox: 0.1851, s0.loss_mask: 0.2052, s1.loss_cls: 0.0501, s1.acc: 96.1768, s1.loss_bbox: 0.0880, s1.loss_mask: 0.1036, s2.loss_cls: 0.0252, s2.acc: 96.0569, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0494, loss: 0.8939 +2024-03-14 05:35:57,372 - mmdet - INFO - Epoch [35][4200/7330] lr: 4.612e-08, eta: 4:37:32, time: 1.691, data_time: 0.183, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1135, s0.acc: 95.8027, s0.loss_bbox: 0.1902, s0.loss_mask: 0.2072, s1.loss_cls: 0.0530, s1.acc: 96.0197, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1030, s2.loss_cls: 0.0268, s2.acc: 95.8659, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0485, loss: 0.9090 +2024-03-14 05:37:15,640 - mmdet - INFO - Epoch [35][4250/7330] lr: 4.612e-08, eta: 4:36:13, time: 1.565, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1076, s0.acc: 96.0247, s0.loss_bbox: 0.1795, s0.loss_mask: 0.2076, s1.loss_cls: 0.0494, s1.acc: 96.2757, s1.loss_bbox: 0.0855, s1.loss_mask: 0.1033, s2.loss_cls: 0.0248, s2.acc: 96.1682, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0494, loss: 0.8818 +2024-03-14 05:38:34,638 - mmdet - INFO - Epoch [35][4300/7330] lr: 4.612e-08, eta: 4:34:53, time: 1.580, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1086, s0.acc: 95.9641, s0.loss_bbox: 0.1796, s0.loss_mask: 0.2037, s1.loss_cls: 0.0501, s1.acc: 96.1636, s1.loss_bbox: 0.0848, s1.loss_mask: 0.1021, s2.loss_cls: 0.0252, s2.acc: 96.0462, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0487, loss: 0.8761 +2024-03-14 05:39:55,590 - mmdet - INFO - Epoch [35][4350/7330] lr: 4.612e-08, eta: 4:33:34, time: 1.619, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1128, s0.acc: 95.8337, s0.loss_bbox: 0.1840, s0.loss_mask: 0.2104, s1.loss_cls: 0.0516, s1.acc: 96.1373, s1.loss_bbox: 0.0870, s1.loss_mask: 0.1054, s2.loss_cls: 0.0262, s2.acc: 95.9679, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0498, loss: 0.9026 +2024-03-14 05:41:09,932 - mmdet - INFO - Epoch [35][4400/7330] lr: 4.612e-08, eta: 4:32:14, time: 1.487, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1056, s0.acc: 96.0391, s0.loss_bbox: 0.1820, s0.loss_mask: 0.2059, s1.loss_cls: 0.0481, s1.acc: 96.3388, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1024, s2.loss_cls: 0.0248, s2.acc: 96.0892, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0482, loss: 0.8797 +2024-03-14 05:42:35,783 - mmdet - INFO - Epoch [35][4450/7330] lr: 4.612e-08, eta: 4:30:54, time: 1.717, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1134, s0.acc: 95.8723, s0.loss_bbox: 0.1884, s0.loss_mask: 0.2023, s1.loss_cls: 0.0519, s1.acc: 96.1059, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1019, s2.loss_cls: 0.0259, s2.acc: 95.9592, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0486, loss: 0.8975 +2024-03-14 05:43:54,727 - mmdet - INFO - Epoch [35][4500/7330] lr: 4.612e-08, eta: 4:29:35, time: 1.579, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1049, s0.acc: 96.0215, s0.loss_bbox: 0.1816, s0.loss_mask: 0.2015, s1.loss_cls: 0.0488, s1.acc: 96.2816, s1.loss_bbox: 0.0869, s1.loss_mask: 0.1006, s2.loss_cls: 0.0253, s2.acc: 96.0518, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0475, loss: 0.8723 +2024-03-14 05:45:18,219 - mmdet - INFO - Epoch [35][4550/7330] lr: 4.612e-08, eta: 4:28:15, time: 1.670, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1079, s0.acc: 95.9961, s0.loss_bbox: 0.1850, s0.loss_mask: 0.2046, s1.loss_cls: 0.0502, s1.acc: 96.2419, s1.loss_bbox: 0.0889, s1.loss_mask: 0.1030, s2.loss_cls: 0.0254, s2.acc: 96.1225, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0487, loss: 0.8913 +2024-03-14 05:46:36,603 - mmdet - INFO - Epoch [35][4600/7330] lr: 4.612e-08, eta: 4:26:56, time: 1.568, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1096, s0.acc: 95.9214, s0.loss_bbox: 0.1833, s0.loss_mask: 0.1996, s1.loss_cls: 0.0498, s1.acc: 96.1632, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1001, s2.loss_cls: 0.0250, s2.acc: 96.0835, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0476, loss: 0.8768 +2024-03-14 05:48:01,010 - mmdet - INFO - Epoch [35][4650/7330] lr: 4.612e-08, eta: 4:25:36, time: 1.688, data_time: 0.210, memory: 23149, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1163, s0.acc: 95.6970, s0.loss_bbox: 0.1950, s0.loss_mask: 0.2095, s1.loss_cls: 0.0541, s1.acc: 95.9517, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1038, s2.loss_cls: 0.0273, s2.acc: 95.7909, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0491, loss: 0.9285 +2024-03-14 05:49:19,257 - mmdet - INFO - Epoch [35][4700/7330] lr: 4.612e-08, eta: 4:24:17, time: 1.565, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1066, s0.acc: 96.0349, s0.loss_bbox: 0.1845, s0.loss_mask: 0.1992, s1.loss_cls: 0.0493, s1.acc: 96.2351, s1.loss_bbox: 0.0882, s1.loss_mask: 0.1006, s2.loss_cls: 0.0250, s2.acc: 96.1488, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0479, loss: 0.8753 +2024-03-14 05:50:36,949 - mmdet - INFO - Epoch [35][4750/7330] lr: 4.612e-08, eta: 4:22:57, time: 1.554, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1141, s0.acc: 95.7720, s0.loss_bbox: 0.1882, s0.loss_mask: 0.2106, s1.loss_cls: 0.0521, s1.acc: 96.0328, s1.loss_bbox: 0.0897, s1.loss_mask: 0.1046, s2.loss_cls: 0.0265, s2.acc: 95.8896, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0492, loss: 0.9110 +2024-03-14 05:51:56,658 - mmdet - INFO - Epoch [35][4800/7330] lr: 4.612e-08, eta: 4:21:37, time: 1.594, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1071, s0.acc: 96.1343, s0.loss_bbox: 0.1763, s0.loss_mask: 0.2039, s1.loss_cls: 0.0490, s1.acc: 96.3690, s1.loss_bbox: 0.0839, s1.loss_mask: 0.1016, s2.loss_cls: 0.0246, s2.acc: 96.1562, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0481, loss: 0.8702 +2024-03-14 05:53:11,384 - mmdet - INFO - Epoch [35][4850/7330] lr: 4.612e-08, eta: 4:20:17, time: 1.494, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1084, s0.acc: 95.9983, s0.loss_bbox: 0.1870, s0.loss_mask: 0.2090, s1.loss_cls: 0.0497, s1.acc: 96.3089, s1.loss_bbox: 0.0889, s1.loss_mask: 0.1043, s2.loss_cls: 0.0253, s2.acc: 96.0860, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0494, loss: 0.8977 +2024-03-14 05:54:30,351 - mmdet - INFO - Epoch [35][4900/7330] lr: 4.612e-08, eta: 4:18:58, time: 1.579, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1064, s0.acc: 96.1399, s0.loss_bbox: 0.1807, s0.loss_mask: 0.2015, s1.loss_cls: 0.0486, s1.acc: 96.4092, s1.loss_bbox: 0.0867, s1.loss_mask: 0.1014, s2.loss_cls: 0.0246, s2.acc: 96.1972, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0481, loss: 0.8736 +2024-03-14 05:55:50,783 - mmdet - INFO - Epoch [35][4950/7330] lr: 4.612e-08, eta: 4:17:38, time: 1.609, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1083, s0.acc: 95.9976, s0.loss_bbox: 0.1808, s0.loss_mask: 0.2086, s1.loss_cls: 0.0493, s1.acc: 96.2901, s1.loss_bbox: 0.0859, s1.loss_mask: 0.1043, s2.loss_cls: 0.0248, s2.acc: 96.2145, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0496, loss: 0.8864 +2024-03-14 05:57:08,191 - mmdet - INFO - Epoch [35][5000/7330] lr: 4.612e-08, eta: 4:16:19, time: 1.548, data_time: 0.128, memory: 23149, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1057, s0.acc: 96.0603, s0.loss_bbox: 0.1813, s0.loss_mask: 0.2059, s1.loss_cls: 0.0495, s1.acc: 96.2503, s1.loss_bbox: 0.0855, s1.loss_mask: 0.1023, s2.loss_cls: 0.0252, s2.acc: 96.0985, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0483, loss: 0.8773 +2024-03-14 05:58:29,511 - mmdet - INFO - Epoch [35][5050/7330] lr: 4.612e-08, eta: 4:14:59, time: 1.626, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1090, s0.acc: 95.9922, s0.loss_bbox: 0.1803, s0.loss_mask: 0.2064, s1.loss_cls: 0.0502, s1.acc: 96.3043, s1.loss_bbox: 0.0851, s1.loss_mask: 0.1037, s2.loss_cls: 0.0257, s2.acc: 96.0660, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0493, loss: 0.8860 +2024-03-14 05:59:45,230 - mmdet - INFO - Epoch [35][5100/7330] lr: 4.612e-08, eta: 4:13:39, time: 1.514, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1032, s0.acc: 96.1648, s0.loss_bbox: 0.1773, s0.loss_mask: 0.2032, s1.loss_cls: 0.0478, s1.acc: 96.3572, s1.loss_bbox: 0.0859, s1.loss_mask: 0.1030, s2.loss_cls: 0.0241, s2.acc: 96.2493, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0490, loss: 0.8674 +2024-03-14 06:01:01,943 - mmdet - INFO - Epoch [35][5150/7330] lr: 4.612e-08, eta: 4:12:20, time: 1.534, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1074, s0.acc: 95.9507, s0.loss_bbox: 0.1805, s0.loss_mask: 0.2042, s1.loss_cls: 0.0498, s1.acc: 96.1944, s1.loss_bbox: 0.0859, s1.loss_mask: 0.1030, s2.loss_cls: 0.0253, s2.acc: 96.0405, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0489, loss: 0.8773 +2024-03-14 06:02:19,640 - mmdet - INFO - Epoch [35][5200/7330] lr: 4.612e-08, eta: 4:11:00, time: 1.554, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1094, s0.acc: 95.9653, s0.loss_bbox: 0.1838, s0.loss_mask: 0.2021, s1.loss_cls: 0.0499, s1.acc: 96.2711, s1.loss_bbox: 0.0875, s1.loss_mask: 0.1014, s2.loss_cls: 0.0253, s2.acc: 96.0392, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0485, loss: 0.8827 +2024-03-14 06:03:42,197 - mmdet - INFO - Epoch [35][5250/7330] lr: 4.612e-08, eta: 4:09:40, time: 1.651, data_time: 0.216, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1074, s0.acc: 96.0676, s0.loss_bbox: 0.1820, s0.loss_mask: 0.2057, s1.loss_cls: 0.0489, s1.acc: 96.3555, s1.loss_bbox: 0.0873, s1.loss_mask: 0.1036, s2.loss_cls: 0.0246, s2.acc: 96.2185, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0490, loss: 0.8850 +2024-03-14 06:05:01,447 - mmdet - INFO - Epoch [35][5300/7330] lr: 4.612e-08, eta: 4:08:21, time: 1.585, data_time: 0.218, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1095, s0.acc: 95.9324, s0.loss_bbox: 0.1884, s0.loss_mask: 0.2036, s1.loss_cls: 0.0508, s1.acc: 96.1067, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1023, s2.loss_cls: 0.0259, s2.acc: 95.9127, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0485, loss: 0.8955 +2024-03-14 06:06:19,688 - mmdet - INFO - Epoch [35][5350/7330] lr: 4.612e-08, eta: 4:07:01, time: 1.565, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1139, s0.acc: 95.8208, s0.loss_bbox: 0.1894, s0.loss_mask: 0.2059, s1.loss_cls: 0.0521, s1.acc: 96.0826, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1021, s2.loss_cls: 0.0262, s2.acc: 95.9845, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0487, loss: 0.9024 +2024-03-14 06:07:38,047 - mmdet - INFO - Epoch [35][5400/7330] lr: 4.612e-08, eta: 4:05:42, time: 1.567, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1175, s0.acc: 95.6826, s0.loss_bbox: 0.1933, s0.loss_mask: 0.2070, s1.loss_cls: 0.0537, s1.acc: 95.9878, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1027, s2.loss_cls: 0.0269, s2.acc: 95.9286, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0488, loss: 0.9209 +2024-03-14 06:08:57,643 - mmdet - INFO - Epoch [35][5450/7330] lr: 4.612e-08, eta: 4:04:22, time: 1.592, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1096, s0.acc: 95.8132, s0.loss_bbox: 0.1925, s0.loss_mask: 0.2055, s1.loss_cls: 0.0507, s1.acc: 96.0977, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1024, s2.loss_cls: 0.0265, s2.acc: 95.7941, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0487, loss: 0.9040 +2024-03-14 06:10:14,389 - mmdet - INFO - Epoch [35][5500/7330] lr: 4.612e-08, eta: 4:03:02, time: 1.535, data_time: 0.206, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1080, s0.acc: 96.0066, s0.loss_bbox: 0.1781, s0.loss_mask: 0.2062, s1.loss_cls: 0.0496, s1.acc: 96.2632, s1.loss_bbox: 0.0841, s1.loss_mask: 0.1023, s2.loss_cls: 0.0250, s2.acc: 96.1329, s2.loss_bbox: 0.0353, s2.loss_mask: 0.0488, loss: 0.8764 +2024-03-14 06:11:34,123 - mmdet - INFO - Epoch [35][5550/7330] lr: 4.612e-08, eta: 4:01:43, time: 1.595, data_time: 0.184, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1078, s0.acc: 96.0364, s0.loss_bbox: 0.1785, s0.loss_mask: 0.2014, s1.loss_cls: 0.0500, s1.acc: 96.2688, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0999, s2.loss_cls: 0.0249, s2.acc: 96.2249, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0477, loss: 0.8714 +2024-03-14 06:12:54,555 - mmdet - INFO - Epoch [35][5600/7330] lr: 4.612e-08, eta: 4:00:23, time: 1.609, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1129, s0.acc: 95.8687, s0.loss_bbox: 0.1886, s0.loss_mask: 0.2097, s1.loss_cls: 0.0516, s1.acc: 96.1614, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1044, s2.loss_cls: 0.0257, s2.acc: 95.9945, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0493, loss: 0.9097 +2024-03-14 06:14:12,698 - mmdet - INFO - Epoch [35][5650/7330] lr: 4.612e-08, eta: 3:59:03, time: 1.563, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1094, s0.acc: 95.9543, s0.loss_bbox: 0.1862, s0.loss_mask: 0.2043, s1.loss_cls: 0.0500, s1.acc: 96.1738, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1036, s2.loss_cls: 0.0255, s2.acc: 95.9690, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0494, loss: 0.8971 +2024-03-14 06:15:35,420 - mmdet - INFO - Epoch [35][5700/7330] lr: 4.612e-08, eta: 3:57:44, time: 1.654, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1098, s0.acc: 95.9109, s0.loss_bbox: 0.1865, s0.loss_mask: 0.2040, s1.loss_cls: 0.0506, s1.acc: 96.1889, s1.loss_bbox: 0.0881, s1.loss_mask: 0.1025, s2.loss_cls: 0.0255, s2.acc: 95.9976, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0487, loss: 0.8936 +2024-03-14 06:16:59,040 - mmdet - INFO - Epoch [35][5750/7330] lr: 4.612e-08, eta: 3:56:24, time: 1.672, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1103, s0.acc: 95.8716, s0.loss_bbox: 0.1946, s0.loss_mask: 0.2043, s1.loss_cls: 0.0512, s1.acc: 96.0837, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1033, s2.loss_cls: 0.0264, s2.acc: 95.8541, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0490, loss: 0.9109 +2024-03-14 06:18:17,168 - mmdet - INFO - Epoch [35][5800/7330] lr: 4.612e-08, eta: 3:55:05, time: 1.563, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1058, s0.acc: 96.1370, s0.loss_bbox: 0.1748, s0.loss_mask: 0.2002, s1.loss_cls: 0.0484, s1.acc: 96.4114, s1.loss_bbox: 0.0837, s1.loss_mask: 0.1004, s2.loss_cls: 0.0244, s2.acc: 96.2827, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0480, loss: 0.8597 +2024-03-14 06:19:35,331 - mmdet - INFO - Epoch [35][5850/7330] lr: 4.612e-08, eta: 3:53:45, time: 1.563, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1089, s0.acc: 95.9714, s0.loss_bbox: 0.1855, s0.loss_mask: 0.2042, s1.loss_cls: 0.0499, s1.acc: 96.2480, s1.loss_bbox: 0.0888, s1.loss_mask: 0.1026, s2.loss_cls: 0.0251, s2.acc: 96.0739, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0490, loss: 0.8876 +2024-03-14 06:20:53,630 - mmdet - INFO - Epoch [35][5900/7330] lr: 4.612e-08, eta: 3:52:26, time: 1.566, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1115, s0.acc: 95.8076, s0.loss_bbox: 0.1877, s0.loss_mask: 0.2076, s1.loss_cls: 0.0509, s1.acc: 96.1090, s1.loss_bbox: 0.0882, s1.loss_mask: 0.1036, s2.loss_cls: 0.0254, s2.acc: 96.0223, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0487, loss: 0.8994 +2024-03-14 06:22:18,302 - mmdet - INFO - Epoch [35][5950/7330] lr: 4.612e-08, eta: 3:51:06, time: 1.693, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1128, s0.acc: 95.8328, s0.loss_bbox: 0.1874, s0.loss_mask: 0.2035, s1.loss_cls: 0.0522, s1.acc: 96.0873, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1023, s2.loss_cls: 0.0260, s2.acc: 95.9634, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0487, loss: 0.9004 +2024-03-14 06:23:41,464 - mmdet - INFO - Epoch [35][6000/7330] lr: 4.612e-08, eta: 3:49:47, time: 1.663, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1136, s0.acc: 95.8643, s0.loss_bbox: 0.1900, s0.loss_mask: 0.2088, s1.loss_cls: 0.0515, s1.acc: 96.1153, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1045, s2.loss_cls: 0.0262, s2.acc: 95.8836, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0496, loss: 0.9114 +2024-03-14 06:25:02,519 - mmdet - INFO - Epoch [35][6050/7330] lr: 4.612e-08, eta: 3:48:27, time: 1.621, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1083, s0.acc: 96.0022, s0.loss_bbox: 0.1786, s0.loss_mask: 0.2082, s1.loss_cls: 0.0502, s1.acc: 96.2429, s1.loss_bbox: 0.0853, s1.loss_mask: 0.1043, s2.loss_cls: 0.0255, s2.acc: 96.1026, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0495, loss: 0.8841 +2024-03-14 06:26:22,800 - mmdet - INFO - Epoch [35][6100/7330] lr: 4.612e-08, eta: 3:47:07, time: 1.606, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1057, s0.acc: 96.1680, s0.loss_bbox: 0.1768, s0.loss_mask: 0.2025, s1.loss_cls: 0.0485, s1.acc: 96.4081, s1.loss_bbox: 0.0838, s1.loss_mask: 0.1006, s2.loss_cls: 0.0242, s2.acc: 96.3022, s2.loss_bbox: 0.0349, s2.loss_mask: 0.0477, loss: 0.8644 +2024-03-14 06:27:44,608 - mmdet - INFO - Epoch [35][6150/7330] lr: 4.612e-08, eta: 3:45:48, time: 1.636, data_time: 0.154, memory: 23149, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1076, s0.acc: 95.9797, s0.loss_bbox: 0.1827, s0.loss_mask: 0.2025, s1.loss_cls: 0.0498, s1.acc: 96.1863, s1.loss_bbox: 0.0867, s1.loss_mask: 0.1021, s2.loss_cls: 0.0251, s2.acc: 96.1572, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0485, loss: 0.8852 +2024-03-14 06:29:04,793 - mmdet - INFO - Epoch [35][6200/7330] lr: 4.612e-08, eta: 3:44:28, time: 1.604, data_time: 0.157, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1119, s0.acc: 95.8218, s0.loss_bbox: 0.1852, s0.loss_mask: 0.2070, s1.loss_cls: 0.0526, s1.acc: 96.0041, s1.loss_bbox: 0.0877, s1.loss_mask: 0.1032, s2.loss_cls: 0.0268, s2.acc: 95.7612, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0488, loss: 0.8990 +2024-03-14 06:30:24,906 - mmdet - INFO - Epoch [35][6250/7330] lr: 4.612e-08, eta: 3:43:09, time: 1.602, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1122, s0.acc: 95.8755, s0.loss_bbox: 0.1873, s0.loss_mask: 0.2078, s1.loss_cls: 0.0534, s1.acc: 96.0125, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1039, s2.loss_cls: 0.0268, s2.acc: 95.8828, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0489, loss: 0.9073 +2024-03-14 06:31:48,764 - mmdet - INFO - Epoch [35][6300/7330] lr: 4.612e-08, eta: 3:41:49, time: 1.677, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1172, s0.acc: 95.6404, s0.loss_bbox: 0.1972, s0.loss_mask: 0.2143, s1.loss_cls: 0.0537, s1.acc: 95.8900, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1068, s2.loss_cls: 0.0269, s2.acc: 95.7570, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0505, loss: 0.9392 +2024-03-14 06:33:10,025 - mmdet - INFO - Epoch [35][6350/7330] lr: 4.612e-08, eta: 3:40:30, time: 1.625, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1117, s0.acc: 95.9141, s0.loss_bbox: 0.1889, s0.loss_mask: 0.2038, s1.loss_cls: 0.0510, s1.acc: 96.1877, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1023, s2.loss_cls: 0.0260, s2.acc: 96.0885, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0484, loss: 0.8995 +2024-03-14 06:34:31,271 - mmdet - INFO - Epoch [35][6400/7330] lr: 4.612e-08, eta: 3:39:10, time: 1.625, data_time: 0.144, memory: 23149, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1065, s0.acc: 96.0146, s0.loss_bbox: 0.1808, s0.loss_mask: 0.2063, s1.loss_cls: 0.0491, s1.acc: 96.2583, s1.loss_bbox: 0.0868, s1.loss_mask: 0.1035, s2.loss_cls: 0.0249, s2.acc: 96.1684, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0490, loss: 0.8810 +2024-03-14 06:35:45,514 - mmdet - INFO - Epoch [35][6450/7330] lr: 4.612e-08, eta: 3:37:50, time: 1.485, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1068, s0.acc: 96.0146, s0.loss_bbox: 0.1802, s0.loss_mask: 0.2067, s1.loss_cls: 0.0485, s1.acc: 96.3421, s1.loss_bbox: 0.0862, s1.loss_mask: 0.1032, s2.loss_cls: 0.0247, s2.acc: 96.2127, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0489, loss: 0.8818 +2024-03-14 06:37:02,508 - mmdet - INFO - Epoch [35][6500/7330] lr: 4.612e-08, eta: 3:36:31, time: 1.540, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1037, s0.acc: 96.1763, s0.loss_bbox: 0.1747, s0.loss_mask: 0.1997, s1.loss_cls: 0.0468, s1.acc: 96.4850, s1.loss_bbox: 0.0831, s1.loss_mask: 0.1007, s2.loss_cls: 0.0234, s2.acc: 96.4614, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0478, loss: 0.8517 +2024-03-14 06:38:21,281 - mmdet - INFO - Epoch [35][6550/7330] lr: 4.612e-08, eta: 3:35:11, time: 1.575, data_time: 0.208, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1116, s0.acc: 95.9150, s0.loss_bbox: 0.1863, s0.loss_mask: 0.2061, s1.loss_cls: 0.0505, s1.acc: 96.2177, s1.loss_bbox: 0.0884, s1.loss_mask: 0.1027, s2.loss_cls: 0.0253, s2.acc: 96.1338, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0488, loss: 0.8963 +2024-03-14 06:39:37,677 - mmdet - INFO - Epoch [35][6600/7330] lr: 4.612e-08, eta: 3:33:51, time: 1.528, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1092, s0.acc: 95.9907, s0.loss_bbox: 0.1797, s0.loss_mask: 0.1942, s1.loss_cls: 0.0495, s1.acc: 96.2869, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0981, s2.loss_cls: 0.0248, s2.acc: 96.1412, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0466, loss: 0.8613 +2024-03-14 06:40:55,154 - mmdet - INFO - Epoch [35][6650/7330] lr: 4.612e-08, eta: 3:32:32, time: 1.549, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1111, s0.acc: 95.8320, s0.loss_bbox: 0.1937, s0.loss_mask: 0.2076, s1.loss_cls: 0.0522, s1.acc: 96.0763, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1034, s2.loss_cls: 0.0263, s2.acc: 95.9454, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0488, loss: 0.9132 +2024-03-14 06:42:12,972 - mmdet - INFO - Epoch [35][6700/7330] lr: 4.612e-08, eta: 3:31:12, time: 1.556, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1121, s0.acc: 95.8066, s0.loss_bbox: 0.1885, s0.loss_mask: 0.2055, s1.loss_cls: 0.0516, s1.acc: 96.0382, s1.loss_bbox: 0.0897, s1.loss_mask: 0.1032, s2.loss_cls: 0.0260, s2.acc: 95.9199, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0488, loss: 0.9053 +2024-03-14 06:43:31,816 - mmdet - INFO - Epoch [35][6750/7330] lr: 4.612e-08, eta: 3:29:52, time: 1.577, data_time: 0.153, memory: 23149, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1134, s0.acc: 95.7712, s0.loss_bbox: 0.1900, s0.loss_mask: 0.2064, s1.loss_cls: 0.0530, s1.acc: 96.0286, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1029, s2.loss_cls: 0.0268, s2.acc: 95.8591, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0486, loss: 0.9111 +2024-03-14 06:44:52,190 - mmdet - INFO - Epoch [35][6800/7330] lr: 4.612e-08, eta: 3:28:33, time: 1.608, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1161, s0.acc: 95.7236, s0.loss_bbox: 0.1861, s0.loss_mask: 0.2005, s1.loss_cls: 0.0546, s1.acc: 95.8923, s1.loss_bbox: 0.0884, s1.loss_mask: 0.1008, s2.loss_cls: 0.0273, s2.acc: 95.7784, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0479, loss: 0.8974 +2024-03-14 06:46:10,124 - mmdet - INFO - Epoch [35][6850/7330] lr: 4.612e-08, eta: 3:27:13, time: 1.559, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1133, s0.acc: 95.7134, s0.loss_bbox: 0.1912, s0.loss_mask: 0.2097, s1.loss_cls: 0.0526, s1.acc: 95.9573, s1.loss_bbox: 0.0897, s1.loss_mask: 0.1045, s2.loss_cls: 0.0267, s2.acc: 95.7310, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0494, loss: 0.9152 +2024-03-14 06:47:33,778 - mmdet - INFO - Epoch [35][6900/7330] lr: 4.612e-08, eta: 3:25:54, time: 1.673, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1068, s0.acc: 95.9878, s0.loss_bbox: 0.1814, s0.loss_mask: 0.2040, s1.loss_cls: 0.0485, s1.acc: 96.3359, s1.loss_bbox: 0.0858, s1.loss_mask: 0.1023, s2.loss_cls: 0.0242, s2.acc: 96.3045, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0486, loss: 0.8766 +2024-03-14 06:48:54,411 - mmdet - INFO - Epoch [35][6950/7330] lr: 4.612e-08, eta: 3:24:34, time: 1.613, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1084, s0.acc: 96.0100, s0.loss_bbox: 0.1869, s0.loss_mask: 0.2046, s1.loss_cls: 0.0493, s1.acc: 96.3244, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1027, s2.loss_cls: 0.0249, s2.acc: 96.1379, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0487, loss: 0.8903 +2024-03-14 06:50:16,044 - mmdet - INFO - Epoch [35][7000/7330] lr: 4.612e-08, eta: 3:23:15, time: 1.633, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1076, s0.acc: 96.0281, s0.loss_bbox: 0.1817, s0.loss_mask: 0.2049, s1.loss_cls: 0.0494, s1.acc: 96.2943, s1.loss_bbox: 0.0857, s1.loss_mask: 0.1025, s2.loss_cls: 0.0247, s2.acc: 96.2015, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0487, loss: 0.8804 +2024-03-14 06:51:30,120 - mmdet - INFO - Epoch [35][7050/7330] lr: 4.612e-08, eta: 3:21:55, time: 1.481, data_time: 0.126, memory: 23149, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1094, s0.acc: 96.0120, s0.loss_bbox: 0.1804, s0.loss_mask: 0.2079, s1.loss_cls: 0.0502, s1.acc: 96.2706, s1.loss_bbox: 0.0871, s1.loss_mask: 0.1037, s2.loss_cls: 0.0251, s2.acc: 96.1304, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0491, loss: 0.8859 +2024-03-14 06:52:47,381 - mmdet - INFO - Epoch [35][7100/7330] lr: 4.612e-08, eta: 3:20:35, time: 1.545, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1137, s0.acc: 95.7908, s0.loss_bbox: 0.1852, s0.loss_mask: 0.2051, s1.loss_cls: 0.0521, s1.acc: 96.0225, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1027, s2.loss_cls: 0.0263, s2.acc: 95.9195, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0491, loss: 0.9007 +2024-03-14 06:54:09,198 - mmdet - INFO - Epoch [35][7150/7330] lr: 4.612e-08, eta: 3:19:16, time: 1.636, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1104, s0.acc: 95.9160, s0.loss_bbox: 0.1826, s0.loss_mask: 0.2004, s1.loss_cls: 0.0511, s1.acc: 96.0945, s1.loss_bbox: 0.0872, s1.loss_mask: 0.1010, s2.loss_cls: 0.0259, s2.acc: 95.9094, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0484, loss: 0.8793 +2024-03-14 06:55:29,548 - mmdet - INFO - Epoch [35][7200/7330] lr: 4.612e-08, eta: 3:17:56, time: 1.607, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1123, s0.acc: 95.8569, s0.loss_bbox: 0.1884, s0.loss_mask: 0.2079, s1.loss_cls: 0.0518, s1.acc: 96.1015, s1.loss_bbox: 0.0884, s1.loss_mask: 0.1044, s2.loss_cls: 0.0264, s2.acc: 95.9816, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0495, loss: 0.9065 +2024-03-14 06:56:51,418 - mmdet - INFO - Epoch [35][7250/7330] lr: 4.612e-08, eta: 3:16:37, time: 1.637, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1143, s0.acc: 95.8335, s0.loss_bbox: 0.1886, s0.loss_mask: 0.2099, s1.loss_cls: 0.0521, s1.acc: 96.1003, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1040, s2.loss_cls: 0.0266, s2.acc: 95.9248, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0489, loss: 0.9113 +2024-03-14 06:58:10,228 - mmdet - INFO - Epoch [35][7300/7330] lr: 4.612e-08, eta: 3:15:17, time: 1.576, data_time: 0.129, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1103, s0.acc: 95.9526, s0.loss_bbox: 0.1854, s0.loss_mask: 0.2060, s1.loss_cls: 0.0502, s1.acc: 96.2417, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1035, s2.loss_cls: 0.0254, s2.acc: 96.1397, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0491, loss: 0.8951 +2024-03-14 06:58:53,315 - mmdet - INFO - Saving checkpoint at 35 epochs +2024-03-14 07:05:43,070 - mmdet - INFO - Evaluating bbox... +2024-03-14 07:06:12,406 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.523 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.708 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.565 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.351 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.561 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.669 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.646 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.646 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.646 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.474 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.682 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.792 + +2024-03-14 07:06:12,407 - mmdet - INFO - Evaluating segm... +2024-03-14 07:06:48,632 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.454 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.686 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.493 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.265 + 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 ] = 0.636 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.567 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.567 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.567 + 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 ] = 0.603 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.722 + +2024-03-14 07:06:49,177 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-14 07:06:49,178 - mmdet - INFO - Epoch(val) [35][1250] bbox_mAP: 0.5230, bbox_mAP_50: 0.7080, bbox_mAP_75: 0.5650, bbox_mAP_s: 0.3510, bbox_mAP_m: 0.5610, bbox_mAP_l: 0.6690, bbox_mAP_copypaste: 0.523 0.708 0.565 0.351 0.561 0.669, segm_mAP: 0.4540, segm_mAP_50: 0.6860, segm_mAP_75: 0.4930, segm_mAP_s: 0.2650, segm_mAP_m: 0.4860, segm_mAP_l: 0.6360, segm_mAP_copypaste: 0.454 0.686 0.493 0.265 0.486 0.636 +2024-03-14 07:08:14,269 - mmdet - INFO - Epoch [36][50/7330] lr: 4.612e-08, eta: 3:13:08, time: 1.700, data_time: 0.212, memory: 23149, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1118, s0.acc: 95.8645, s0.loss_bbox: 0.1816, s0.loss_mask: 0.2017, s1.loss_cls: 0.0512, s1.acc: 96.1906, s1.loss_bbox: 0.0859, s1.loss_mask: 0.1004, s2.loss_cls: 0.0256, s2.acc: 96.0795, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0475, loss: 0.8788 +2024-03-14 07:09:30,916 - mmdet - INFO - Epoch [36][100/7330] lr: 4.612e-08, eta: 3:11:49, time: 1.533, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1053, s0.acc: 96.0447, s0.loss_bbox: 0.1837, s0.loss_mask: 0.2056, s1.loss_cls: 0.0478, s1.acc: 96.4020, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1038, s2.loss_cls: 0.0244, s2.acc: 96.2182, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0494, loss: 0.8844 +2024-03-14 07:10:56,315 - mmdet - INFO - Epoch [36][150/7330] lr: 4.612e-08, eta: 3:10:29, time: 1.708, data_time: 0.136, memory: 23149, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1111, s0.acc: 95.8853, s0.loss_bbox: 0.1849, s0.loss_mask: 0.2057, s1.loss_cls: 0.0513, s1.acc: 96.1573, s1.loss_bbox: 0.0881, s1.loss_mask: 0.1026, s2.loss_cls: 0.0260, s2.acc: 95.9863, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0485, loss: 0.8921 +2024-03-14 07:12:19,300 - mmdet - INFO - Epoch [36][200/7330] lr: 4.612e-08, eta: 3:09:10, time: 1.660, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1117, s0.acc: 95.8806, s0.loss_bbox: 0.1863, s0.loss_mask: 0.2066, s1.loss_cls: 0.0516, s1.acc: 96.0960, s1.loss_bbox: 0.0881, s1.loss_mask: 0.1028, s2.loss_cls: 0.0260, s2.acc: 95.9131, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0487, loss: 0.8970 +2024-03-14 07:13:41,308 - mmdet - INFO - Epoch [36][250/7330] lr: 4.612e-08, eta: 3:07:50, time: 1.640, data_time: 0.156, memory: 23149, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1075, s0.acc: 95.9368, s0.loss_bbox: 0.1853, s0.loss_mask: 0.2057, s1.loss_cls: 0.0498, s1.acc: 96.2065, s1.loss_bbox: 0.0873, s1.loss_mask: 0.1025, s2.loss_cls: 0.0255, s2.acc: 96.0378, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0488, loss: 0.8866 +2024-03-14 07:14:58,592 - mmdet - INFO - Epoch [36][300/7330] lr: 4.612e-08, eta: 3:06:31, time: 1.546, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1035, s0.acc: 96.2153, s0.loss_bbox: 0.1758, s0.loss_mask: 0.2065, s1.loss_cls: 0.0474, s1.acc: 96.4870, s1.loss_bbox: 0.0841, s1.loss_mask: 0.1035, s2.loss_cls: 0.0240, s2.acc: 96.2739, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0490, loss: 0.8652 +2024-03-14 07:16:27,146 - mmdet - INFO - Epoch [36][350/7330] lr: 4.612e-08, eta: 3:05:11, time: 1.771, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1097, s0.acc: 95.9482, s0.loss_bbox: 0.1852, s0.loss_mask: 0.2069, s1.loss_cls: 0.0496, s1.acc: 96.3352, s1.loss_bbox: 0.0880, s1.loss_mask: 0.1028, s2.loss_cls: 0.0247, s2.acc: 96.2038, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0486, loss: 0.8905 +2024-03-14 07:17:50,670 - mmdet - INFO - Epoch [36][400/7330] lr: 4.612e-08, eta: 3:03:52, time: 1.670, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1121, s0.acc: 95.8254, s0.loss_bbox: 0.1887, s0.loss_mask: 0.2059, s1.loss_cls: 0.0508, s1.acc: 96.1154, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1026, s2.loss_cls: 0.0258, s2.acc: 95.9310, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0483, loss: 0.9004 +2024-03-14 07:19:10,073 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-14 07:19:10,073 - mmdet - INFO - Epoch [36][450/7330] lr: 4.612e-08, eta: 3:02:32, time: 1.588, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1107, s0.acc: 95.8650, s0.loss_bbox: 0.1907, s0.loss_mask: 0.2055, s1.loss_cls: 0.0510, s1.acc: 96.1117, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1025, s2.loss_cls: 0.0259, s2.acc: 95.9905, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0485, loss: 0.9033 +2024-03-14 07:20:31,390 - mmdet - INFO - Epoch [36][500/7330] lr: 4.612e-08, eta: 3:01:13, time: 1.626, data_time: 0.202, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1061, s0.acc: 96.0955, s0.loss_bbox: 0.1808, s0.loss_mask: 0.2025, s1.loss_cls: 0.0499, s1.acc: 96.2752, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0998, s2.loss_cls: 0.0253, s2.acc: 96.0905, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0475, loss: 0.8714 +2024-03-14 07:21:51,408 - mmdet - INFO - Epoch [36][550/7330] lr: 4.612e-08, eta: 2:59:53, time: 1.601, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1067, s0.acc: 96.0422, s0.loss_bbox: 0.1802, s0.loss_mask: 0.2042, s1.loss_cls: 0.0496, s1.acc: 96.2636, s1.loss_bbox: 0.0849, s1.loss_mask: 0.1022, s2.loss_cls: 0.0248, s2.acc: 96.1547, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0483, loss: 0.8734 +2024-03-14 07:23:10,760 - mmdet - INFO - Epoch [36][600/7330] lr: 4.612e-08, eta: 2:58:33, time: 1.587, data_time: 0.132, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1075, s0.acc: 96.0715, s0.loss_bbox: 0.1817, s0.loss_mask: 0.2016, s1.loss_cls: 0.0495, s1.acc: 96.2966, s1.loss_bbox: 0.0866, s1.loss_mask: 0.1008, s2.loss_cls: 0.0253, s2.acc: 96.1275, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0477, loss: 0.8747 +2024-03-14 07:24:32,598 - mmdet - INFO - Epoch [36][650/7330] lr: 4.612e-08, eta: 2:57:14, time: 1.637, data_time: 0.160, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1128, s0.acc: 95.8972, s0.loss_bbox: 0.1903, s0.loss_mask: 0.2063, s1.loss_cls: 0.0517, s1.acc: 96.1851, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1033, s2.loss_cls: 0.0267, s2.acc: 95.9968, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0491, loss: 0.9092 +2024-03-14 07:25:54,707 - mmdet - INFO - Epoch [36][700/7330] lr: 4.612e-08, eta: 2:55:54, time: 1.642, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1128, s0.acc: 95.8435, s0.loss_bbox: 0.1877, s0.loss_mask: 0.2075, s1.loss_cls: 0.0508, s1.acc: 96.1338, s1.loss_bbox: 0.0884, s1.loss_mask: 0.1030, s2.loss_cls: 0.0255, s2.acc: 96.0558, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0490, loss: 0.9024 +2024-03-14 07:27:11,858 - mmdet - INFO - Epoch [36][750/7330] lr: 4.612e-08, eta: 2:54:35, time: 1.543, data_time: 0.114, memory: 23149, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1062, s0.acc: 96.1091, s0.loss_bbox: 0.1780, s0.loss_mask: 0.2006, s1.loss_cls: 0.0482, s1.acc: 96.3209, s1.loss_bbox: 0.0850, s1.loss_mask: 0.1008, s2.loss_cls: 0.0243, s2.acc: 96.2131, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0482, loss: 0.8638 +2024-03-14 07:28:37,483 - mmdet - INFO - Epoch [36][800/7330] lr: 4.612e-08, eta: 2:53:15, time: 1.712, data_time: 0.196, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1136, s0.acc: 95.8372, s0.loss_bbox: 0.1849, s0.loss_mask: 0.2034, s1.loss_cls: 0.0524, s1.acc: 96.0923, s1.loss_bbox: 0.0880, s1.loss_mask: 0.1026, s2.loss_cls: 0.0261, s2.acc: 96.0314, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0489, loss: 0.8965 +2024-03-14 07:30:02,030 - mmdet - INFO - Epoch [36][850/7330] lr: 4.612e-08, eta: 2:51:56, time: 1.691, data_time: 0.146, memory: 23149, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1069, s0.acc: 96.0444, s0.loss_bbox: 0.1853, s0.loss_mask: 0.2032, s1.loss_cls: 0.0487, s1.acc: 96.3008, s1.loss_bbox: 0.0881, s1.loss_mask: 0.1013, s2.loss_cls: 0.0244, s2.acc: 96.2190, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0480, loss: 0.8805 +2024-03-14 07:31:20,070 - mmdet - INFO - Epoch [36][900/7330] lr: 4.612e-08, eta: 2:50:36, time: 1.561, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1084, s0.acc: 95.9675, s0.loss_bbox: 0.1864, s0.loss_mask: 0.2109, s1.loss_cls: 0.0490, s1.acc: 96.3102, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1050, s2.loss_cls: 0.0253, s2.acc: 96.1022, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0497, loss: 0.9013 +2024-03-14 07:32:41,835 - mmdet - INFO - Epoch [36][950/7330] lr: 4.612e-08, eta: 2:49:17, time: 1.635, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1063, s0.acc: 96.0571, s0.loss_bbox: 0.1761, s0.loss_mask: 0.2030, s1.loss_cls: 0.0487, s1.acc: 96.2247, s1.loss_bbox: 0.0836, s1.loss_mask: 0.1017, s2.loss_cls: 0.0247, s2.acc: 96.1075, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0485, loss: 0.8662 +2024-03-14 07:34:02,868 - mmdet - INFO - Epoch [36][1000/7330] lr: 4.612e-08, eta: 2:47:57, time: 1.621, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1085, s0.acc: 96.0034, s0.loss_bbox: 0.1906, s0.loss_mask: 0.2110, s1.loss_cls: 0.0492, s1.acc: 96.2445, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1054, s2.loss_cls: 0.0249, s2.acc: 96.1500, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0499, loss: 0.9056 +2024-03-14 07:35:26,479 - mmdet - INFO - Epoch [36][1050/7330] lr: 4.612e-08, eta: 2:46:37, time: 1.672, data_time: 0.228, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1117, s0.acc: 95.8574, s0.loss_bbox: 0.1863, s0.loss_mask: 0.2070, s1.loss_cls: 0.0523, s1.acc: 96.0438, s1.loss_bbox: 0.0892, s1.loss_mask: 0.1038, s2.loss_cls: 0.0264, s2.acc: 95.8967, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0494, loss: 0.9036 +2024-03-14 07:36:46,707 - mmdet - INFO - Epoch [36][1100/7330] lr: 4.612e-08, eta: 2:45:18, time: 1.605, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1113, s0.acc: 95.9341, s0.loss_bbox: 0.1840, s0.loss_mask: 0.2073, s1.loss_cls: 0.0512, s1.acc: 96.1861, s1.loss_bbox: 0.0878, s1.loss_mask: 0.1045, s2.loss_cls: 0.0257, s2.acc: 96.1001, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0495, loss: 0.8953 +2024-03-14 07:38:04,216 - mmdet - INFO - Epoch [36][1150/7330] lr: 4.612e-08, eta: 2:43:58, time: 1.550, data_time: 0.198, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1089, s0.acc: 95.9282, s0.loss_bbox: 0.1853, s0.loss_mask: 0.2050, s1.loss_cls: 0.0501, s1.acc: 96.1911, s1.loss_bbox: 0.0875, s1.loss_mask: 0.1032, s2.loss_cls: 0.0250, s2.acc: 96.1446, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0491, loss: 0.8903 +2024-03-14 07:39:30,388 - mmdet - INFO - Epoch [36][1200/7330] lr: 4.612e-08, eta: 2:42:39, time: 1.723, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1144, s0.acc: 95.7114, s0.loss_bbox: 0.1951, s0.loss_mask: 0.2141, s1.loss_cls: 0.0530, s1.acc: 95.9646, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1071, s2.loss_cls: 0.0271, s2.acc: 95.8496, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0505, loss: 0.9330 +2024-03-14 07:40:56,247 - mmdet - INFO - Epoch [36][1250/7330] lr: 4.612e-08, eta: 2:41:19, time: 1.717, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1093, s0.acc: 96.0425, s0.loss_bbox: 0.1796, s0.loss_mask: 0.2032, s1.loss_cls: 0.0511, s1.acc: 96.2513, s1.loss_bbox: 0.0860, s1.loss_mask: 0.1031, s2.loss_cls: 0.0260, s2.acc: 96.0591, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0491, loss: 0.8819 +2024-03-14 07:42:17,270 - mmdet - INFO - Epoch [36][1300/7330] lr: 4.612e-08, eta: 2:40:00, time: 1.620, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1117, s0.acc: 95.8726, s0.loss_bbox: 0.1862, s0.loss_mask: 0.2039, s1.loss_cls: 0.0515, s1.acc: 96.1328, s1.loss_bbox: 0.0882, s1.loss_mask: 0.1026, s2.loss_cls: 0.0260, s2.acc: 95.9610, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0487, loss: 0.8949 +2024-03-14 07:43:40,139 - mmdet - INFO - Epoch [36][1350/7330] lr: 4.612e-08, eta: 2:38:40, time: 1.657, data_time: 0.171, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1171, s0.acc: 95.7007, s0.loss_bbox: 0.1967, s0.loss_mask: 0.2087, s1.loss_cls: 0.0536, s1.acc: 95.8874, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1038, s2.loss_cls: 0.0272, s2.acc: 95.7438, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0490, loss: 0.9291 +2024-03-14 07:45:01,499 - mmdet - INFO - Epoch [36][1400/7330] lr: 4.612e-08, eta: 2:37:21, time: 1.628, data_time: 0.162, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1098, s0.acc: 95.9397, s0.loss_bbox: 0.1812, s0.loss_mask: 0.2055, s1.loss_cls: 0.0503, s1.acc: 96.1862, s1.loss_bbox: 0.0862, s1.loss_mask: 0.1033, s2.loss_cls: 0.0252, s2.acc: 96.0145, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0492, loss: 0.8857 +2024-03-14 07:46:26,528 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-14 07:46:26,529 - mmdet - INFO - Epoch [36][1450/7330] lr: 4.612e-08, eta: 2:36:01, time: 1.701, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1149, s0.acc: 95.7402, s0.loss_bbox: 0.1925, s0.loss_mask: 0.2163, s1.loss_cls: 0.0529, s1.acc: 95.9933, s1.loss_bbox: 0.0897, s1.loss_mask: 0.1071, s2.loss_cls: 0.0265, s2.acc: 95.9370, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0506, loss: 0.9298 +2024-03-14 07:47:49,561 - mmdet - INFO - Epoch [36][1500/7330] lr: 4.612e-08, eta: 2:34:42, time: 1.661, data_time: 0.258, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1123, s0.acc: 95.8821, s0.loss_bbox: 0.1886, s0.loss_mask: 0.2100, s1.loss_cls: 0.0514, s1.acc: 96.1155, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1049, s2.loss_cls: 0.0257, s2.acc: 96.0294, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0495, loss: 0.9118 +2024-03-14 07:49:09,867 - mmdet - INFO - Epoch [36][1550/7330] lr: 4.612e-08, eta: 2:33:22, time: 1.606, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1060, s0.acc: 96.0671, s0.loss_bbox: 0.1833, s0.loss_mask: 0.2120, s1.loss_cls: 0.0485, s1.acc: 96.3531, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1052, s2.loss_cls: 0.0245, s2.acc: 96.2124, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0499, loss: 0.8922 +2024-03-14 07:50:32,651 - mmdet - INFO - Epoch [36][1600/7330] lr: 4.612e-08, eta: 2:32:03, time: 1.656, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1116, s0.acc: 95.8176, s0.loss_bbox: 0.1914, s0.loss_mask: 0.2066, s1.loss_cls: 0.0516, s1.acc: 96.0068, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1029, s2.loss_cls: 0.0263, s2.acc: 95.8738, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0488, loss: 0.9070 +2024-03-14 07:51:53,044 - mmdet - INFO - Epoch [36][1650/7330] lr: 4.612e-08, eta: 2:30:43, time: 1.608, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1151, s0.acc: 95.7744, s0.loss_bbox: 0.1889, s0.loss_mask: 0.2068, s1.loss_cls: 0.0532, s1.acc: 95.9888, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1023, s2.loss_cls: 0.0267, s2.acc: 95.9035, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0482, loss: 0.9071 +2024-03-14 07:53:14,426 - mmdet - INFO - Epoch [36][1700/7330] lr: 4.612e-08, eta: 2:29:23, time: 1.628, data_time: 0.158, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1093, s0.acc: 95.9277, s0.loss_bbox: 0.1836, s0.loss_mask: 0.2048, s1.loss_cls: 0.0503, s1.acc: 96.1891, s1.loss_bbox: 0.0884, s1.loss_mask: 0.1028, s2.loss_cls: 0.0257, s2.acc: 96.0217, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0489, loss: 0.8901 +2024-03-14 07:54:34,655 - mmdet - INFO - Epoch [36][1750/7330] lr: 4.612e-08, eta: 2:28:04, time: 1.605, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1129, s0.acc: 95.7881, s0.loss_bbox: 0.1937, s0.loss_mask: 0.2097, s1.loss_cls: 0.0520, s1.acc: 96.0459, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1039, s2.loss_cls: 0.0259, s2.acc: 95.9503, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0493, loss: 0.9145 +2024-03-14 07:55:56,869 - mmdet - INFO - Epoch [36][1800/7330] lr: 4.612e-08, eta: 2:26:44, time: 1.644, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1154, s0.acc: 95.6948, s0.loss_bbox: 0.1939, s0.loss_mask: 0.2109, s1.loss_cls: 0.0525, s1.acc: 95.9713, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1049, s2.loss_cls: 0.0268, s2.acc: 95.7671, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0495, loss: 0.9260 +2024-03-14 07:57:18,642 - mmdet - INFO - Epoch [36][1850/7330] lr: 4.612e-08, eta: 2:25:25, time: 1.635, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1125, s0.acc: 95.8162, s0.loss_bbox: 0.1860, s0.loss_mask: 0.2104, s1.loss_cls: 0.0532, s1.acc: 96.0093, s1.loss_bbox: 0.0877, s1.loss_mask: 0.1058, s2.loss_cls: 0.0267, s2.acc: 95.8761, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0504, loss: 0.9101 +2024-03-14 07:58:39,076 - mmdet - INFO - Epoch [36][1900/7330] lr: 4.612e-08, eta: 2:24:05, time: 1.609, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1149, s0.acc: 95.7827, s0.loss_bbox: 0.1893, s0.loss_mask: 0.2086, s1.loss_cls: 0.0530, s1.acc: 95.9470, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1040, s2.loss_cls: 0.0266, s2.acc: 95.8928, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0492, loss: 0.9118 +2024-03-14 07:59:57,799 - mmdet - INFO - Epoch [36][1950/7330] lr: 4.612e-08, eta: 2:22:45, time: 1.574, data_time: 0.206, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1082, s0.acc: 96.0291, s0.loss_bbox: 0.1778, s0.loss_mask: 0.2043, s1.loss_cls: 0.0504, s1.acc: 96.2587, s1.loss_bbox: 0.0849, s1.loss_mask: 0.1023, s2.loss_cls: 0.0253, s2.acc: 96.1442, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0488, loss: 0.8761 +2024-03-14 08:01:18,427 - mmdet - INFO - Epoch [36][2000/7330] lr: 4.612e-08, eta: 2:21:26, time: 1.612, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1100, s0.acc: 95.9348, s0.loss_bbox: 0.1807, s0.loss_mask: 0.2005, s1.loss_cls: 0.0502, s1.acc: 96.2062, s1.loss_bbox: 0.0863, s1.loss_mask: 0.1002, s2.loss_cls: 0.0255, s2.acc: 96.1104, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0474, loss: 0.8753 +2024-03-14 08:02:38,481 - mmdet - INFO - Epoch [36][2050/7330] lr: 4.612e-08, eta: 2:20:06, time: 1.601, data_time: 0.124, memory: 23149, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1129, s0.acc: 95.8398, s0.loss_bbox: 0.1814, s0.loss_mask: 0.2023, s1.loss_cls: 0.0526, s1.acc: 96.0974, s1.loss_bbox: 0.0863, s1.loss_mask: 0.1014, s2.loss_cls: 0.0266, s2.acc: 95.8982, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0481, loss: 0.8852 +2024-03-14 08:03:58,763 - mmdet - INFO - Epoch [36][2100/7330] lr: 4.612e-08, eta: 2:18:47, time: 1.606, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1096, s0.acc: 95.9351, s0.loss_bbox: 0.1854, s0.loss_mask: 0.2060, s1.loss_cls: 0.0511, s1.acc: 96.1788, s1.loss_bbox: 0.0881, s1.loss_mask: 0.1035, s2.loss_cls: 0.0257, s2.acc: 96.0340, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0491, loss: 0.8938 +2024-03-14 08:05:18,188 - mmdet - INFO - Epoch [36][2150/7330] lr: 4.612e-08, eta: 2:17:27, time: 1.588, data_time: 0.185, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1129, s0.acc: 95.7148, s0.loss_bbox: 0.1945, s0.loss_mask: 0.2116, s1.loss_cls: 0.0529, s1.acc: 95.9260, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1057, s2.loss_cls: 0.0272, s2.acc: 95.6874, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0503, loss: 0.9248 +2024-03-14 08:06:39,986 - mmdet - INFO - Epoch [36][2200/7330] lr: 4.612e-08, eta: 2:16:07, time: 1.636, data_time: 0.214, memory: 23149, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1132, s0.acc: 95.7551, s0.loss_bbox: 0.1906, s0.loss_mask: 0.2094, s1.loss_cls: 0.0525, s1.acc: 96.0260, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1051, s2.loss_cls: 0.0262, s2.acc: 95.9552, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0500, loss: 0.9131 +2024-03-14 08:08:03,301 - mmdet - INFO - Epoch [36][2250/7330] lr: 4.612e-08, eta: 2:14:48, time: 1.666, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1119, s0.acc: 95.8354, s0.loss_bbox: 0.1868, s0.loss_mask: 0.2060, s1.loss_cls: 0.0512, s1.acc: 96.1485, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1036, s2.loss_cls: 0.0258, s2.acc: 95.9698, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0494, loss: 0.8997 +2024-03-14 08:09:20,702 - mmdet - INFO - Epoch [36][2300/7330] lr: 4.612e-08, eta: 2:13:28, time: 1.548, data_time: 0.197, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1093, s0.acc: 95.9500, s0.loss_bbox: 0.1849, s0.loss_mask: 0.2052, s1.loss_cls: 0.0499, s1.acc: 96.2516, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1031, s2.loss_cls: 0.0252, s2.acc: 96.1050, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0492, loss: 0.8932 +2024-03-14 08:10:42,259 - mmdet - INFO - Epoch [36][2350/7330] lr: 4.612e-08, eta: 2:12:09, time: 1.631, data_time: 0.198, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1105, s0.acc: 95.9333, s0.loss_bbox: 0.1835, s0.loss_mask: 0.2028, s1.loss_cls: 0.0503, s1.acc: 96.2200, s1.loss_bbox: 0.0876, s1.loss_mask: 0.1014, s2.loss_cls: 0.0255, s2.acc: 96.0807, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0483, loss: 0.8861 +2024-03-14 08:12:01,863 - mmdet - INFO - Epoch [36][2400/7330] lr: 4.612e-08, eta: 2:10:49, time: 1.592, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1113, s0.acc: 95.8835, s0.loss_bbox: 0.1839, s0.loss_mask: 0.2058, s1.loss_cls: 0.0513, s1.acc: 96.0677, s1.loss_bbox: 0.0878, s1.loss_mask: 0.1024, s2.loss_cls: 0.0261, s2.acc: 95.8947, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0484, loss: 0.8947 +2024-03-14 08:13:23,054 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-14 08:13:23,055 - mmdet - INFO - Epoch [36][2450/7330] lr: 4.612e-08, eta: 2:09:30, time: 1.624, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1071, s0.acc: 95.9995, s0.loss_bbox: 0.1828, s0.loss_mask: 0.2077, s1.loss_cls: 0.0491, s1.acc: 96.2533, s1.loss_bbox: 0.0872, s1.loss_mask: 0.1030, s2.loss_cls: 0.0249, s2.acc: 96.0749, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0489, loss: 0.8866 +2024-03-14 08:14:44,255 - mmdet - INFO - Epoch [36][2500/7330] lr: 4.612e-08, eta: 2:08:10, time: 1.624, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1148, s0.acc: 95.7646, s0.loss_bbox: 0.1903, s0.loss_mask: 0.2077, s1.loss_cls: 0.0524, s1.acc: 96.0807, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1027, s2.loss_cls: 0.0268, s2.acc: 95.8726, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0484, loss: 0.9075 +2024-03-14 08:16:09,265 - mmdet - INFO - Epoch [36][2550/7330] lr: 4.612e-08, eta: 2:06:50, time: 1.700, data_time: 0.227, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1176, s0.acc: 95.7297, s0.loss_bbox: 0.1976, s0.loss_mask: 0.2104, s1.loss_cls: 0.0529, s1.acc: 96.0293, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1037, s2.loss_cls: 0.0271, s2.acc: 95.7833, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0487, loss: 0.9315 +2024-03-14 08:17:29,982 - mmdet - INFO - Epoch [36][2600/7330] lr: 4.612e-08, eta: 2:05:31, time: 1.614, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1129, s0.acc: 95.8848, s0.loss_bbox: 0.1869, s0.loss_mask: 0.2067, s1.loss_cls: 0.0516, s1.acc: 96.1427, s1.loss_bbox: 0.0875, s1.loss_mask: 0.1037, s2.loss_cls: 0.0257, s2.acc: 96.0621, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0491, loss: 0.9009 +2024-03-14 08:18:51,119 - mmdet - INFO - Epoch [36][2650/7330] lr: 4.612e-08, eta: 2:04:11, time: 1.623, data_time: 0.159, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1105, s0.acc: 95.9473, s0.loss_bbox: 0.1824, s0.loss_mask: 0.2014, s1.loss_cls: 0.0510, s1.acc: 96.1637, s1.loss_bbox: 0.0868, s1.loss_mask: 0.1005, s2.loss_cls: 0.0259, s2.acc: 96.0706, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0478, loss: 0.8828 +2024-03-14 08:20:13,673 - mmdet - INFO - Epoch [36][2700/7330] lr: 4.612e-08, eta: 2:02:52, time: 1.651, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1161, s0.acc: 95.8345, s0.loss_bbox: 0.1923, s0.loss_mask: 0.2040, s1.loss_cls: 0.0525, s1.acc: 96.1038, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1026, s2.loss_cls: 0.0269, s2.acc: 95.8767, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0488, loss: 0.9154 +2024-03-14 08:21:36,216 - mmdet - INFO - Epoch [36][2750/7330] lr: 4.612e-08, eta: 2:01:32, time: 1.651, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1119, s0.acc: 95.8174, s0.loss_bbox: 0.1863, s0.loss_mask: 0.2042, s1.loss_cls: 0.0516, s1.acc: 96.1044, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1027, s2.loss_cls: 0.0259, s2.acc: 96.0234, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0487, loss: 0.8960 +2024-03-14 08:22:56,014 - mmdet - INFO - Epoch [36][2800/7330] lr: 4.612e-08, eta: 2:00:13, time: 1.596, data_time: 0.176, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1113, s0.acc: 95.9448, s0.loss_bbox: 0.1826, s0.loss_mask: 0.2023, s1.loss_cls: 0.0522, s1.acc: 96.1502, s1.loss_bbox: 0.0862, s1.loss_mask: 0.1007, s2.loss_cls: 0.0261, s2.acc: 96.0145, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0482, loss: 0.8867 +2024-03-14 08:24:15,444 - mmdet - INFO - Epoch [36][2850/7330] lr: 4.612e-08, eta: 1:58:53, time: 1.588, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1089, s0.acc: 95.8901, s0.loss_bbox: 0.1863, s0.loss_mask: 0.2065, s1.loss_cls: 0.0499, s1.acc: 96.2134, s1.loss_bbox: 0.0884, s1.loss_mask: 0.1040, s2.loss_cls: 0.0253, s2.acc: 96.0069, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0495, loss: 0.8964 +2024-03-14 08:25:34,208 - mmdet - INFO - Epoch [36][2900/7330] lr: 4.612e-08, eta: 1:57:33, time: 1.576, data_time: 0.174, memory: 23149, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1133, s0.acc: 95.8088, s0.loss_bbox: 0.1930, s0.loss_mask: 0.2087, s1.loss_cls: 0.0527, s1.acc: 96.0734, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1043, s2.loss_cls: 0.0264, s2.acc: 95.9285, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0493, loss: 0.9202 +2024-03-14 08:26:53,818 - mmdet - INFO - Epoch [36][2950/7330] lr: 4.612e-08, eta: 1:56:14, time: 1.592, data_time: 0.186, memory: 23149, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1081, s0.acc: 95.9878, s0.loss_bbox: 0.1825, s0.loss_mask: 0.2062, s1.loss_cls: 0.0500, s1.acc: 96.2586, s1.loss_bbox: 0.0870, s1.loss_mask: 0.1029, s2.loss_cls: 0.0253, s2.acc: 96.1311, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0489, loss: 0.8844 +2024-03-14 08:28:13,197 - mmdet - INFO - Epoch [36][3000/7330] lr: 4.612e-08, eta: 1:54:54, time: 1.588, data_time: 0.230, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1111, s0.acc: 95.8655, s0.loss_bbox: 0.1842, s0.loss_mask: 0.2091, s1.loss_cls: 0.0512, s1.acc: 96.1418, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1032, s2.loss_cls: 0.0260, s2.acc: 95.9579, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0491, loss: 0.8995 +2024-03-14 08:29:36,082 - mmdet - INFO - Epoch [36][3050/7330] lr: 4.612e-08, eta: 1:53:34, time: 1.658, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1141, s0.acc: 95.7891, s0.loss_bbox: 0.1923, s0.loss_mask: 0.2097, s1.loss_cls: 0.0531, s1.acc: 95.9961, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1051, s2.loss_cls: 0.0267, s2.acc: 95.8916, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0503, loss: 0.9230 +2024-03-14 08:30:55,322 - mmdet - INFO - Epoch [36][3100/7330] lr: 4.612e-08, eta: 1:52:15, time: 1.585, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1098, s0.acc: 95.8906, s0.loss_bbox: 0.1864, s0.loss_mask: 0.2016, s1.loss_cls: 0.0514, s1.acc: 96.0507, s1.loss_bbox: 0.0880, s1.loss_mask: 0.1006, s2.loss_cls: 0.0259, s2.acc: 95.9842, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0478, loss: 0.8910 +2024-03-14 08:32:18,130 - mmdet - INFO - Epoch [36][3150/7330] lr: 4.612e-08, eta: 1:50:55, time: 1.656, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1023, s0.acc: 96.2036, s0.loss_bbox: 0.1745, s0.loss_mask: 0.1972, s1.loss_cls: 0.0478, s1.acc: 96.3956, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0993, s2.loss_cls: 0.0243, s2.acc: 96.2125, s2.loss_bbox: 0.0349, s2.loss_mask: 0.0473, loss: 0.8480 +2024-03-14 08:33:40,942 - mmdet - INFO - Epoch [36][3200/7330] lr: 4.612e-08, eta: 1:49:36, time: 1.656, data_time: 0.214, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1095, s0.acc: 95.9265, s0.loss_bbox: 0.1815, s0.loss_mask: 0.2061, s1.loss_cls: 0.0507, s1.acc: 96.0999, s1.loss_bbox: 0.0852, s1.loss_mask: 0.1028, s2.loss_cls: 0.0257, s2.acc: 96.0243, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0488, loss: 0.8847 +2024-03-14 08:35:03,174 - mmdet - INFO - Epoch [36][3250/7330] lr: 4.612e-08, eta: 1:48:16, time: 1.645, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1138, s0.acc: 95.7256, s0.loss_bbox: 0.1924, s0.loss_mask: 0.2100, s1.loss_cls: 0.0528, s1.acc: 95.9692, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1051, s2.loss_cls: 0.0271, s2.acc: 95.7925, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0501, loss: 0.9231 +2024-03-14 08:36:23,375 - mmdet - INFO - Epoch [36][3300/7330] lr: 4.612e-08, eta: 1:46:57, time: 1.604, data_time: 0.217, memory: 23149, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1088, s0.acc: 95.9724, s0.loss_bbox: 0.1915, s0.loss_mask: 0.2066, s1.loss_cls: 0.0503, s1.acc: 96.2207, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1036, s2.loss_cls: 0.0259, s2.acc: 95.9620, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0490, loss: 0.9055 +2024-03-14 08:37:43,097 - mmdet - INFO - Epoch [36][3350/7330] lr: 4.612e-08, eta: 1:45:37, time: 1.594, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1137, s0.acc: 95.7966, s0.loss_bbox: 0.1886, s0.loss_mask: 0.2091, s1.loss_cls: 0.0529, s1.acc: 96.0588, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1037, s2.loss_cls: 0.0265, s2.acc: 95.8842, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0495, loss: 0.9068 +2024-03-14 08:39:04,224 - mmdet - INFO - Epoch [36][3400/7330] lr: 4.612e-08, eta: 1:44:17, time: 1.622, data_time: 0.172, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1128, s0.acc: 95.8350, s0.loss_bbox: 0.1836, s0.loss_mask: 0.2050, s1.loss_cls: 0.0520, s1.acc: 96.1570, s1.loss_bbox: 0.0871, s1.loss_mask: 0.1028, s2.loss_cls: 0.0260, s2.acc: 95.9707, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0487, loss: 0.8944 +2024-03-14 08:40:27,059 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-14 08:40:27,059 - mmdet - INFO - Epoch [36][3450/7330] lr: 4.612e-08, eta: 1:42:58, time: 1.657, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1052, s0.acc: 96.1118, s0.loss_bbox: 0.1795, s0.loss_mask: 0.2016, s1.loss_cls: 0.0494, s1.acc: 96.3545, s1.loss_bbox: 0.0867, s1.loss_mask: 0.1017, s2.loss_cls: 0.0250, s2.acc: 96.1714, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0482, loss: 0.8711 +2024-03-14 08:41:47,663 - mmdet - INFO - Epoch [36][3500/7330] lr: 4.612e-08, eta: 1:41:38, time: 1.612, data_time: 0.222, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1068, s0.acc: 96.0642, s0.loss_bbox: 0.1805, s0.loss_mask: 0.2028, s1.loss_cls: 0.0489, s1.acc: 96.3116, s1.loss_bbox: 0.0860, s1.loss_mask: 0.1012, s2.loss_cls: 0.0248, s2.acc: 96.1298, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0480, loss: 0.8760 +2024-03-14 08:43:10,813 - mmdet - INFO - Epoch [36][3550/7330] lr: 4.612e-08, eta: 1:40:19, time: 1.663, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1075, s0.acc: 96.0623, s0.loss_bbox: 0.1823, s0.loss_mask: 0.2086, s1.loss_cls: 0.0508, s1.acc: 96.2028, s1.loss_bbox: 0.0857, s1.loss_mask: 0.1045, s2.loss_cls: 0.0253, s2.acc: 96.1511, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0499, loss: 0.8877 +2024-03-14 08:44:32,394 - mmdet - INFO - Epoch [36][3600/7330] lr: 4.612e-08, eta: 1:38:59, time: 1.632, data_time: 0.206, memory: 23149, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1087, s0.acc: 95.9685, s0.loss_bbox: 0.1892, s0.loss_mask: 0.2088, s1.loss_cls: 0.0500, s1.acc: 96.2117, s1.loss_bbox: 0.0897, s1.loss_mask: 0.1050, s2.loss_cls: 0.0255, s2.acc: 96.0384, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0499, loss: 0.9047 +2024-03-14 08:45:55,166 - mmdet - INFO - Epoch [36][3650/7330] lr: 4.612e-08, eta: 1:37:39, time: 1.655, data_time: 0.222, memory: 23149, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1093, s0.acc: 96.0029, s0.loss_bbox: 0.1824, s0.loss_mask: 0.2059, s1.loss_cls: 0.0504, s1.acc: 96.2814, s1.loss_bbox: 0.0866, s1.loss_mask: 0.1026, s2.loss_cls: 0.0255, s2.acc: 96.1465, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0480, loss: 0.8891 +2024-03-14 08:47:16,142 - mmdet - INFO - Epoch [36][3700/7330] lr: 4.612e-08, eta: 1:36:20, time: 1.619, data_time: 0.225, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1111, s0.acc: 95.9387, s0.loss_bbox: 0.1860, s0.loss_mask: 0.2041, s1.loss_cls: 0.0505, s1.acc: 96.2868, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1021, s2.loss_cls: 0.0252, s2.acc: 96.1340, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0484, loss: 0.8915 +2024-03-14 08:48:43,019 - mmdet - INFO - Epoch [36][3750/7330] lr: 4.612e-08, eta: 1:35:00, time: 1.738, data_time: 0.233, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1110, s0.acc: 95.8955, s0.loss_bbox: 0.1876, s0.loss_mask: 0.2065, s1.loss_cls: 0.0508, s1.acc: 96.1807, s1.loss_bbox: 0.0876, s1.loss_mask: 0.1036, s2.loss_cls: 0.0255, s2.acc: 96.0680, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0493, loss: 0.8977 +2024-03-14 08:50:04,471 - mmdet - INFO - Epoch [36][3800/7330] lr: 4.612e-08, eta: 1:33:41, time: 1.629, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1093, s0.acc: 95.8867, s0.loss_bbox: 0.1835, s0.loss_mask: 0.2106, s1.loss_cls: 0.0505, s1.acc: 96.1356, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1046, s2.loss_cls: 0.0253, s2.acc: 96.0696, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0493, loss: 0.8976 +2024-03-14 08:51:26,010 - mmdet - INFO - Epoch [36][3850/7330] lr: 4.612e-08, eta: 1:32:21, time: 1.631, data_time: 0.188, memory: 23149, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1035, s0.acc: 96.2021, s0.loss_bbox: 0.1792, s0.loss_mask: 0.2013, s1.loss_cls: 0.0472, s1.acc: 96.5053, s1.loss_bbox: 0.0858, s1.loss_mask: 0.1020, s2.loss_cls: 0.0243, s2.acc: 96.3538, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0487, loss: 0.8678 +2024-03-14 08:52:42,703 - mmdet - INFO - Epoch [36][3900/7330] lr: 4.612e-08, eta: 1:31:01, time: 1.534, data_time: 0.166, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1113, s0.acc: 95.8999, s0.loss_bbox: 0.1845, s0.loss_mask: 0.2053, s1.loss_cls: 0.0511, s1.acc: 96.1536, s1.loss_bbox: 0.0884, s1.loss_mask: 0.1037, s2.loss_cls: 0.0256, s2.acc: 96.0560, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0491, loss: 0.8959 +2024-03-14 08:54:00,690 - mmdet - INFO - Epoch [36][3950/7330] lr: 4.612e-08, eta: 1:29:42, time: 1.560, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1069, s0.acc: 96.0786, s0.loss_bbox: 0.1814, s0.loss_mask: 0.2047, s1.loss_cls: 0.0486, s1.acc: 96.3752, s1.loss_bbox: 0.0863, s1.loss_mask: 0.1023, s2.loss_cls: 0.0249, s2.acc: 96.1164, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0484, loss: 0.8777 +2024-03-14 08:55:22,920 - mmdet - INFO - Epoch [36][4000/7330] lr: 4.612e-08, eta: 1:28:22, time: 1.645, data_time: 0.187, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1088, s0.acc: 95.9604, s0.loss_bbox: 0.1833, s0.loss_mask: 0.2067, s1.loss_cls: 0.0500, s1.acc: 96.2213, s1.loss_bbox: 0.0877, s1.loss_mask: 0.1031, s2.loss_cls: 0.0252, s2.acc: 96.1307, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0488, loss: 0.8911 +2024-03-14 08:56:45,391 - mmdet - INFO - Epoch [36][4050/7330] lr: 4.612e-08, eta: 1:27:03, time: 1.649, data_time: 0.196, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1091, s0.acc: 95.9844, s0.loss_bbox: 0.1834, s0.loss_mask: 0.2056, s1.loss_cls: 0.0498, s1.acc: 96.2431, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1030, s2.loss_cls: 0.0250, s2.acc: 96.1645, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0490, loss: 0.8884 +2024-03-14 08:58:05,044 - mmdet - INFO - Epoch [36][4100/7330] lr: 4.612e-08, eta: 1:25:43, time: 1.593, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1134, s0.acc: 95.8154, s0.loss_bbox: 0.1970, s0.loss_mask: 0.2086, s1.loss_cls: 0.0518, s1.acc: 96.0889, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1045, s2.loss_cls: 0.0261, s2.acc: 95.9495, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0494, loss: 0.9245 +2024-03-14 08:59:24,160 - mmdet - INFO - Epoch [36][4150/7330] lr: 4.612e-08, eta: 1:24:23, time: 1.582, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1087, s0.acc: 95.9685, s0.loss_bbox: 0.1829, s0.loss_mask: 0.2083, s1.loss_cls: 0.0498, s1.acc: 96.2467, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1045, s2.loss_cls: 0.0253, s2.acc: 96.1114, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0497, loss: 0.8920 +2024-03-14 09:00:46,388 - mmdet - INFO - Epoch [36][4200/7330] lr: 4.612e-08, eta: 1:23:04, time: 1.645, data_time: 0.219, memory: 23149, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1093, s0.acc: 95.9756, s0.loss_bbox: 0.1854, s0.loss_mask: 0.2073, s1.loss_cls: 0.0496, s1.acc: 96.2929, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1043, s2.loss_cls: 0.0248, s2.acc: 96.2021, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0498, loss: 0.8974 +2024-03-14 09:02:04,057 - mmdet - INFO - Epoch [36][4250/7330] lr: 4.612e-08, eta: 1:21:44, time: 1.553, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1144, s0.acc: 95.7808, s0.loss_bbox: 0.1853, s0.loss_mask: 0.2070, s1.loss_cls: 0.0538, s1.acc: 95.9506, s1.loss_bbox: 0.0880, s1.loss_mask: 0.1035, s2.loss_cls: 0.0270, s2.acc: 95.7961, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0489, loss: 0.9026 +2024-03-14 09:03:27,493 - mmdet - INFO - Epoch [36][4300/7330] lr: 4.612e-08, eta: 1:20:25, time: 1.669, data_time: 0.193, memory: 23149, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1144, s0.acc: 95.6970, s0.loss_bbox: 0.1935, s0.loss_mask: 0.2117, s1.loss_cls: 0.0535, s1.acc: 95.8782, s1.loss_bbox: 0.0912, s1.loss_mask: 0.1054, s2.loss_cls: 0.0270, s2.acc: 95.7739, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0497, loss: 0.9267 +2024-03-14 09:04:44,276 - mmdet - INFO - Epoch [36][4350/7330] lr: 4.612e-08, eta: 1:19:05, time: 1.536, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1015, s0.acc: 96.2747, s0.loss_bbox: 0.1726, s0.loss_mask: 0.2006, s1.loss_cls: 0.0461, s1.acc: 96.5277, s1.loss_bbox: 0.0831, s1.loss_mask: 0.1003, s2.loss_cls: 0.0236, s2.acc: 96.3998, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0479, loss: 0.8467 +2024-03-14 09:06:00,619 - mmdet - INFO - Epoch [36][4400/7330] lr: 4.612e-08, eta: 1:17:45, time: 1.527, data_time: 0.161, memory: 23149, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1084, s0.acc: 95.9875, s0.loss_bbox: 0.1805, s0.loss_mask: 0.2018, s1.loss_cls: 0.0503, s1.acc: 96.1328, s1.loss_bbox: 0.0857, s1.loss_mask: 0.1016, s2.loss_cls: 0.0254, s2.acc: 96.0848, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0484, loss: 0.8756 +2024-03-14 09:07:22,020 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-14 09:07:22,021 - mmdet - INFO - Epoch [36][4450/7330] lr: 4.612e-08, eta: 1:16:26, time: 1.628, data_time: 0.215, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1137, s0.acc: 95.8796, s0.loss_bbox: 0.1807, s0.loss_mask: 0.2060, s1.loss_cls: 0.0516, s1.acc: 96.1308, s1.loss_bbox: 0.0868, s1.loss_mask: 0.1030, s2.loss_cls: 0.0257, s2.acc: 96.0999, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0490, loss: 0.8914 +2024-03-14 09:08:44,568 - mmdet - INFO - Epoch [36][4500/7330] lr: 4.612e-08, eta: 1:15:06, time: 1.651, data_time: 0.250, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1157, s0.acc: 95.7520, s0.loss_bbox: 0.1985, s0.loss_mask: 0.2115, s1.loss_cls: 0.0528, s1.acc: 96.0636, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1052, s2.loss_cls: 0.0263, s2.acc: 95.9605, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0498, loss: 0.9316 +2024-03-14 09:10:04,920 - mmdet - INFO - Epoch [36][4550/7330] lr: 4.612e-08, eta: 1:13:46, time: 1.607, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1108, s0.acc: 95.8958, s0.loss_bbox: 0.1852, s0.loss_mask: 0.2073, s1.loss_cls: 0.0498, s1.acc: 96.2674, s1.loss_bbox: 0.0869, s1.loss_mask: 0.1033, s2.loss_cls: 0.0252, s2.acc: 96.1366, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0489, loss: 0.8934 +2024-03-14 09:11:23,207 - mmdet - INFO - Epoch [36][4600/7330] lr: 4.612e-08, eta: 1:12:27, time: 1.566, data_time: 0.205, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1103, s0.acc: 96.0100, s0.loss_bbox: 0.1820, s0.loss_mask: 0.2065, s1.loss_cls: 0.0510, s1.acc: 96.1947, s1.loss_bbox: 0.0862, s1.loss_mask: 0.1040, s2.loss_cls: 0.0258, s2.acc: 96.0367, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0496, loss: 0.8906 +2024-03-14 09:12:41,771 - mmdet - INFO - Epoch [36][4650/7330] lr: 4.612e-08, eta: 1:11:07, time: 1.571, data_time: 0.181, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1150, s0.acc: 95.7554, s0.loss_bbox: 0.1868, s0.loss_mask: 0.2029, s1.loss_cls: 0.0534, s1.acc: 95.9746, s1.loss_bbox: 0.0878, s1.loss_mask: 0.1011, s2.loss_cls: 0.0267, s2.acc: 95.8610, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0481, loss: 0.8968 +2024-03-14 09:14:02,080 - mmdet - INFO - Epoch [36][4700/7330] lr: 4.612e-08, eta: 1:09:48, time: 1.607, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1054, s0.acc: 96.0991, s0.loss_bbox: 0.1816, s0.loss_mask: 0.2000, s1.loss_cls: 0.0480, s1.acc: 96.3684, s1.loss_bbox: 0.0866, s1.loss_mask: 0.1004, s2.loss_cls: 0.0243, s2.acc: 96.2415, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0474, loss: 0.8691 +2024-03-14 09:15:25,877 - mmdet - INFO - Epoch [36][4750/7330] lr: 4.612e-08, eta: 1:08:28, time: 1.676, data_time: 0.235, memory: 23149, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1056, s0.acc: 96.1299, s0.loss_bbox: 0.1800, s0.loss_mask: 0.1973, s1.loss_cls: 0.0487, s1.acc: 96.3885, s1.loss_bbox: 0.0863, s1.loss_mask: 0.1001, s2.loss_cls: 0.0244, s2.acc: 96.2538, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0477, loss: 0.8645 +2024-03-14 09:16:45,052 - mmdet - INFO - Epoch [36][4800/7330] lr: 4.612e-08, eta: 1:07:08, time: 1.583, data_time: 0.204, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1149, s0.acc: 95.7876, s0.loss_bbox: 0.1886, s0.loss_mask: 0.2065, s1.loss_cls: 0.0527, s1.acc: 96.0476, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1039, s2.loss_cls: 0.0265, s2.acc: 95.8476, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0494, loss: 0.9099 +2024-03-14 09:18:07,043 - mmdet - INFO - Epoch [36][4850/7330] lr: 4.612e-08, eta: 1:05:49, time: 1.639, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1066, s0.acc: 96.1038, s0.loss_bbox: 0.1792, s0.loss_mask: 0.2061, s1.loss_cls: 0.0491, s1.acc: 96.3782, s1.loss_bbox: 0.0854, s1.loss_mask: 0.1032, s2.loss_cls: 0.0248, s2.acc: 96.1852, s2.loss_bbox: 0.0353, s2.loss_mask: 0.0488, loss: 0.8767 +2024-03-14 09:19:28,692 - mmdet - INFO - Epoch [36][4900/7330] lr: 4.612e-08, eta: 1:04:29, time: 1.633, data_time: 0.201, memory: 23149, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1144, s0.acc: 95.8145, s0.loss_bbox: 0.1899, s0.loss_mask: 0.2097, s1.loss_cls: 0.0532, s1.acc: 96.0034, s1.loss_bbox: 0.0897, s1.loss_mask: 0.1046, s2.loss_cls: 0.0269, s2.acc: 95.8794, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0496, loss: 0.9176 +2024-03-14 09:20:48,554 - mmdet - INFO - Epoch [36][4950/7330] lr: 4.612e-08, eta: 1:03:10, time: 1.597, data_time: 0.196, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1123, s0.acc: 95.8672, s0.loss_bbox: 0.1882, s0.loss_mask: 0.2088, s1.loss_cls: 0.0508, s1.acc: 96.1358, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1043, s2.loss_cls: 0.0256, s2.acc: 96.0607, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0494, loss: 0.9031 +2024-03-14 09:22:11,356 - mmdet - INFO - Epoch [36][5000/7330] lr: 4.612e-08, eta: 1:01:50, time: 1.656, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1057, s0.acc: 96.0754, s0.loss_bbox: 0.1779, s0.loss_mask: 0.2042, s1.loss_cls: 0.0480, s1.acc: 96.3472, s1.loss_bbox: 0.0848, s1.loss_mask: 0.1021, s2.loss_cls: 0.0244, s2.acc: 96.1718, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0486, loss: 0.8701 +2024-03-14 09:23:30,701 - mmdet - INFO - Epoch [36][5050/7330] lr: 4.612e-08, eta: 1:00:30, time: 1.587, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1127, s0.acc: 95.8616, s0.loss_bbox: 0.1876, s0.loss_mask: 0.2077, s1.loss_cls: 0.0522, s1.acc: 96.0286, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1041, s2.loss_cls: 0.0264, s2.acc: 95.9153, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0493, loss: 0.9050 +2024-03-14 09:24:51,904 - mmdet - INFO - Epoch [36][5100/7330] lr: 4.612e-08, eta: 0:59:11, time: 1.624, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1075, s0.acc: 96.0405, s0.loss_bbox: 0.1822, s0.loss_mask: 0.2027, s1.loss_cls: 0.0491, s1.acc: 96.3317, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1019, s2.loss_cls: 0.0249, s2.acc: 96.1598, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0482, loss: 0.8806 +2024-03-14 09:26:13,437 - mmdet - INFO - Epoch [36][5150/7330] lr: 4.612e-08, eta: 0:57:51, time: 1.631, data_time: 0.199, memory: 23149, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1081, s0.acc: 96.0796, s0.loss_bbox: 0.1785, s0.loss_mask: 0.1984, s1.loss_cls: 0.0492, s1.acc: 96.3105, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0999, s2.loss_cls: 0.0250, s2.acc: 96.1547, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0475, loss: 0.8645 +2024-03-14 09:27:31,884 - mmdet - INFO - Epoch [36][5200/7330] lr: 4.612e-08, eta: 0:56:31, time: 1.569, data_time: 0.163, memory: 23149, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1045, s0.acc: 96.0713, s0.loss_bbox: 0.1806, s0.loss_mask: 0.2050, s1.loss_cls: 0.0486, s1.acc: 96.3361, s1.loss_bbox: 0.0858, s1.loss_mask: 0.1030, s2.loss_cls: 0.0247, s2.acc: 96.1756, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0490, loss: 0.8747 +2024-03-14 09:28:48,969 - mmdet - INFO - Epoch [36][5250/7330] lr: 4.612e-08, eta: 0:55:12, time: 1.542, data_time: 0.173, memory: 23149, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1111, s0.acc: 95.8975, s0.loss_bbox: 0.1770, s0.loss_mask: 0.2046, s1.loss_cls: 0.0508, s1.acc: 96.1319, s1.loss_bbox: 0.0839, s1.loss_mask: 0.1023, s2.loss_cls: 0.0254, s2.acc: 96.0792, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0482, loss: 0.8750 +2024-03-14 09:30:12,363 - mmdet - INFO - Epoch [36][5300/7330] lr: 4.612e-08, eta: 0:53:52, time: 1.668, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1136, s0.acc: 95.8611, s0.loss_bbox: 0.1784, s0.loss_mask: 0.2009, s1.loss_cls: 0.0526, s1.acc: 96.0404, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0999, s2.loss_cls: 0.0263, s2.acc: 95.8956, s2.loss_bbox: 0.0347, s2.loss_mask: 0.0475, loss: 0.8786 +2024-03-14 09:31:34,916 - mmdet - INFO - Epoch [36][5350/7330] lr: 4.612e-08, eta: 0:52:33, time: 1.651, data_time: 0.244, memory: 23149, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1136, s0.acc: 95.8000, s0.loss_bbox: 0.1889, s0.loss_mask: 0.2087, s1.loss_cls: 0.0533, s1.acc: 95.9674, s1.loss_bbox: 0.0888, s1.loss_mask: 0.1038, s2.loss_cls: 0.0271, s2.acc: 95.8372, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0493, loss: 0.9126 +2024-03-14 09:32:50,416 - mmdet - INFO - Epoch [36][5400/7330] lr: 4.612e-08, eta: 0:51:13, time: 1.510, data_time: 0.152, memory: 23149, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1095, s0.acc: 95.9573, s0.loss_bbox: 0.1860, s0.loss_mask: 0.2072, s1.loss_cls: 0.0512, s1.acc: 96.1563, s1.loss_bbox: 0.0881, s1.loss_mask: 0.1035, s2.loss_cls: 0.0260, s2.acc: 96.0476, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0492, loss: 0.8971 +2024-03-14 09:34:11,285 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-14 09:34:11,285 - mmdet - INFO - Epoch [36][5450/7330] lr: 4.612e-08, eta: 0:49:53, time: 1.617, data_time: 0.179, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1089, s0.acc: 95.9375, s0.loss_bbox: 0.1846, s0.loss_mask: 0.2024, s1.loss_cls: 0.0498, s1.acc: 96.2229, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1019, s2.loss_cls: 0.0254, s2.acc: 96.0430, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0488, loss: 0.8889 +2024-03-14 09:35:29,302 - mmdet - INFO - Epoch [36][5500/7330] lr: 4.612e-08, eta: 0:48:34, time: 1.560, data_time: 0.216, memory: 23149, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1091, s0.acc: 95.9761, s0.loss_bbox: 0.1835, s0.loss_mask: 0.2033, s1.loss_cls: 0.0499, s1.acc: 96.2316, s1.loss_bbox: 0.0866, s1.loss_mask: 0.1030, s2.loss_cls: 0.0255, s2.acc: 96.0627, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0492, loss: 0.8852 +2024-03-14 09:36:48,794 - mmdet - INFO - Epoch [36][5550/7330] lr: 4.612e-08, eta: 0:47:14, time: 1.590, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1008, s0.acc: 96.2407, s0.loss_bbox: 0.1767, s0.loss_mask: 0.2006, s1.loss_cls: 0.0459, s1.acc: 96.5285, s1.loss_bbox: 0.0845, s1.loss_mask: 0.1008, s2.loss_cls: 0.0232, s2.acc: 96.4201, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0479, loss: 0.8511 +2024-03-14 09:38:12,130 - mmdet - INFO - Epoch [36][5600/7330] lr: 4.612e-08, eta: 0:45:55, time: 1.667, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1130, s0.acc: 95.8159, s0.loss_bbox: 0.1910, s0.loss_mask: 0.2018, s1.loss_cls: 0.0518, s1.acc: 96.0692, s1.loss_bbox: 0.0904, s1.loss_mask: 0.1018, s2.loss_cls: 0.0256, s2.acc: 96.0035, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0482, loss: 0.9023 +2024-03-14 09:39:30,383 - mmdet - INFO - Epoch [36][5650/7330] lr: 4.612e-08, eta: 0:44:35, time: 1.565, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1071, s0.acc: 96.0959, s0.loss_bbox: 0.1799, s0.loss_mask: 0.2042, s1.loss_cls: 0.0494, s1.acc: 96.3175, s1.loss_bbox: 0.0862, s1.loss_mask: 0.1028, s2.loss_cls: 0.0252, s2.acc: 96.0848, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0486, loss: 0.8752 +2024-03-14 09:40:54,884 - mmdet - INFO - Epoch [36][5700/7330] lr: 4.612e-08, eta: 0:43:15, time: 1.690, data_time: 0.145, memory: 23149, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1182, s0.acc: 95.5859, s0.loss_bbox: 0.1893, s0.loss_mask: 0.2052, s1.loss_cls: 0.0540, s1.acc: 95.8742, s1.loss_bbox: 0.0904, s1.loss_mask: 0.1032, s2.loss_cls: 0.0276, s2.acc: 95.6924, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0489, loss: 0.9183 +2024-03-14 09:42:14,077 - mmdet - INFO - Epoch [36][5750/7330] lr: 4.612e-08, eta: 0:41:56, time: 1.584, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1100, s0.acc: 95.9207, s0.loss_bbox: 0.1812, s0.loss_mask: 0.2048, s1.loss_cls: 0.0505, s1.acc: 96.1567, s1.loss_bbox: 0.0853, s1.loss_mask: 0.1022, s2.loss_cls: 0.0252, s2.acc: 96.1293, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0484, loss: 0.8878 +2024-03-14 09:43:34,333 - mmdet - INFO - Epoch [36][5800/7330] lr: 4.612e-08, eta: 0:40:36, time: 1.605, data_time: 0.175, memory: 23149, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1067, s0.acc: 96.0610, s0.loss_bbox: 0.1752, s0.loss_mask: 0.1998, s1.loss_cls: 0.0491, s1.acc: 96.3018, s1.loss_bbox: 0.0828, s1.loss_mask: 0.1000, s2.loss_cls: 0.0250, s2.acc: 96.2218, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0477, loss: 0.8584 +2024-03-14 09:44:52,238 - mmdet - INFO - Epoch [36][5850/7330] lr: 4.612e-08, eta: 0:39:16, time: 1.558, data_time: 0.131, memory: 23149, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1133, s0.acc: 95.7317, s0.loss_bbox: 0.1909, s0.loss_mask: 0.2103, s1.loss_cls: 0.0521, s1.acc: 96.0544, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1050, s2.loss_cls: 0.0264, s2.acc: 95.8983, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0498, loss: 0.9155 +2024-03-14 09:46:12,942 - mmdet - INFO - Epoch [36][5900/7330] lr: 4.612e-08, eta: 0:37:57, time: 1.614, data_time: 0.200, memory: 23149, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1030, s0.acc: 96.1606, s0.loss_bbox: 0.1803, s0.loss_mask: 0.2111, s1.loss_cls: 0.0471, s1.acc: 96.4244, s1.loss_bbox: 0.0862, s1.loss_mask: 0.1052, s2.loss_cls: 0.0240, s2.acc: 96.2453, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0494, loss: 0.8788 +2024-03-14 09:47:30,556 - mmdet - INFO - Epoch [36][5950/7330] lr: 4.612e-08, eta: 0:36:37, time: 1.552, data_time: 0.113, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1059, s0.acc: 96.1243, s0.loss_bbox: 0.1800, s0.loss_mask: 0.2031, s1.loss_cls: 0.0492, s1.acc: 96.3596, s1.loss_bbox: 0.0869, s1.loss_mask: 0.1029, s2.loss_cls: 0.0247, s2.acc: 96.2463, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0488, loss: 0.8764 +2024-03-14 09:48:50,465 - mmdet - INFO - Epoch [36][6000/7330] lr: 4.612e-08, eta: 0:35:18, time: 1.598, data_time: 0.177, memory: 23149, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1113, s0.acc: 95.8633, s0.loss_bbox: 0.1882, s0.loss_mask: 0.2088, s1.loss_cls: 0.0516, s1.acc: 96.0817, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1040, s2.loss_cls: 0.0260, s2.acc: 95.9988, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0494, loss: 0.9065 +2024-03-14 09:50:09,547 - mmdet - INFO - Epoch [36][6050/7330] lr: 4.612e-08, eta: 0:33:58, time: 1.582, data_time: 0.164, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1103, s0.acc: 95.9199, s0.loss_bbox: 0.1851, s0.loss_mask: 0.2067, s1.loss_cls: 0.0506, s1.acc: 96.1748, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1037, s2.loss_cls: 0.0259, s2.acc: 96.0029, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0493, loss: 0.8982 +2024-03-14 09:51:27,700 - mmdet - INFO - Epoch [36][6100/7330] lr: 4.612e-08, eta: 0:32:38, time: 1.563, data_time: 0.167, memory: 23149, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1088, s0.acc: 95.8987, s0.loss_bbox: 0.1865, s0.loss_mask: 0.2036, s1.loss_cls: 0.0514, s1.acc: 96.0845, s1.loss_bbox: 0.0880, s1.loss_mask: 0.1016, s2.loss_cls: 0.0262, s2.acc: 95.9074, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0481, loss: 0.8896 +2024-03-14 09:52:45,342 - mmdet - INFO - Epoch [36][6150/7330] lr: 4.612e-08, eta: 0:31:19, time: 1.553, data_time: 0.151, memory: 23149, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1137, s0.acc: 95.8149, s0.loss_bbox: 0.1911, s0.loss_mask: 0.2080, s1.loss_cls: 0.0513, s1.acc: 96.0925, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1034, s2.loss_cls: 0.0262, s2.acc: 95.9499, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0490, loss: 0.9116 +2024-03-14 09:54:07,269 - mmdet - INFO - Epoch [36][6200/7330] lr: 4.612e-08, eta: 0:29:59, time: 1.639, data_time: 0.192, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1108, s0.acc: 95.9800, s0.loss_bbox: 0.1836, s0.loss_mask: 0.2049, s1.loss_cls: 0.0513, s1.acc: 96.2008, s1.loss_bbox: 0.0862, s1.loss_mask: 0.1027, s2.loss_cls: 0.0261, s2.acc: 95.9785, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0487, loss: 0.8882 +2024-03-14 09:55:27,695 - mmdet - INFO - Epoch [36][6250/7330] lr: 4.612e-08, eta: 0:28:39, time: 1.608, data_time: 0.170, memory: 23149, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1041, s0.acc: 96.0938, s0.loss_bbox: 0.1763, s0.loss_mask: 0.2017, s1.loss_cls: 0.0485, s1.acc: 96.3224, s1.loss_bbox: 0.0845, s1.loss_mask: 0.1021, s2.loss_cls: 0.0243, s2.acc: 96.2375, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0491, loss: 0.8651 +2024-03-14 09:56:45,787 - mmdet - INFO - Epoch [36][6300/7330] lr: 4.612e-08, eta: 0:27:20, time: 1.562, data_time: 0.133, memory: 23149, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1043, s0.acc: 96.1392, s0.loss_bbox: 0.1736, s0.loss_mask: 0.2055, s1.loss_cls: 0.0480, s1.acc: 96.4125, s1.loss_bbox: 0.0828, s1.loss_mask: 0.1034, s2.loss_cls: 0.0244, s2.acc: 96.2395, s2.loss_bbox: 0.0349, s2.loss_mask: 0.0495, loss: 0.8639 +2024-03-14 09:58:07,504 - mmdet - INFO - Epoch [36][6350/7330] lr: 4.612e-08, eta: 0:26:00, time: 1.634, data_time: 0.194, memory: 23149, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1060, s0.acc: 96.1008, s0.loss_bbox: 0.1810, s0.loss_mask: 0.2004, s1.loss_cls: 0.0485, s1.acc: 96.3412, s1.loss_bbox: 0.0870, s1.loss_mask: 0.1019, s2.loss_cls: 0.0245, s2.acc: 96.2184, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0485, loss: 0.8730 +2024-03-14 09:59:30,216 - mmdet - INFO - Epoch [36][6400/7330] lr: 4.612e-08, eta: 0:24:41, time: 1.654, data_time: 0.198, memory: 23149, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1168, s0.acc: 95.6921, s0.loss_bbox: 0.1960, s0.loss_mask: 0.2073, s1.loss_cls: 0.0533, s1.acc: 95.9767, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1035, s2.loss_cls: 0.0269, s2.acc: 95.7934, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0490, loss: 0.9290 +2024-03-14 10:00:49,369 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-14 10:00:49,370 - mmdet - INFO - Epoch [36][6450/7330] lr: 4.612e-08, eta: 0:23:21, time: 1.583, data_time: 0.168, memory: 23149, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1091, s0.acc: 95.8892, s0.loss_bbox: 0.1861, s0.loss_mask: 0.2036, s1.loss_cls: 0.0503, s1.acc: 96.0533, s1.loss_bbox: 0.0877, s1.loss_mask: 0.1023, s2.loss_cls: 0.0253, s2.acc: 95.9755, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0486, loss: 0.8897 +2024-03-14 10:02:06,142 - mmdet - INFO - Epoch [36][6500/7330] lr: 4.612e-08, eta: 0:22:01, time: 1.535, data_time: 0.149, memory: 23149, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1145, s0.acc: 95.8025, s0.loss_bbox: 0.1885, s0.loss_mask: 0.2092, s1.loss_cls: 0.0534, s1.acc: 95.9886, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1044, s2.loss_cls: 0.0265, s2.acc: 95.9243, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0496, loss: 0.9139 +2024-03-14 10:03:23,143 - mmdet - INFO - Epoch [36][6550/7330] lr: 4.612e-08, eta: 0:20:42, time: 1.540, data_time: 0.182, memory: 23149, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1077, s0.acc: 95.9858, s0.loss_bbox: 0.1851, s0.loss_mask: 0.2006, s1.loss_cls: 0.0492, s1.acc: 96.2372, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1010, s2.loss_cls: 0.0247, s2.acc: 96.0981, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0482, loss: 0.8785 +2024-03-14 10:04:43,130 - mmdet - INFO - Epoch [36][6600/7330] lr: 4.612e-08, eta: 0:19:22, time: 1.600, data_time: 0.210, memory: 23149, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1212, s0.acc: 95.5283, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2126, s1.loss_cls: 0.0556, s1.acc: 95.8161, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1062, s2.loss_cls: 0.0280, s2.acc: 95.7387, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0503, loss: 0.9506 +2024-03-14 10:06:04,179 - mmdet - INFO - Epoch [36][6650/7330] lr: 4.612e-08, eta: 0:18:02, time: 1.621, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1089, s0.acc: 95.9819, s0.loss_bbox: 0.1818, s0.loss_mask: 0.2037, s1.loss_cls: 0.0502, s1.acc: 96.2334, s1.loss_bbox: 0.0867, s1.loss_mask: 0.1023, s2.loss_cls: 0.0257, s2.acc: 96.0391, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0485, loss: 0.8849 +2024-03-14 10:07:25,752 - mmdet - INFO - Epoch [36][6700/7330] lr: 4.612e-08, eta: 0:16:43, time: 1.631, data_time: 0.178, memory: 23149, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1107, s0.acc: 95.8931, s0.loss_bbox: 0.1797, s0.loss_mask: 0.2080, s1.loss_cls: 0.0516, s1.acc: 96.0802, s1.loss_bbox: 0.0848, s1.loss_mask: 0.1037, s2.loss_cls: 0.0258, s2.acc: 95.9571, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0491, loss: 0.8907 +2024-03-14 10:08:40,728 - mmdet - INFO - Epoch [36][6750/7330] lr: 4.612e-08, eta: 0:15:23, time: 1.500, data_time: 0.148, memory: 23149, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1117, s0.acc: 95.7971, s0.loss_bbox: 0.1931, s0.loss_mask: 0.2045, s1.loss_cls: 0.0511, s1.acc: 96.1236, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1016, s2.loss_cls: 0.0262, s2.acc: 95.9786, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0481, loss: 0.9055 +2024-03-14 10:09:58,888 - mmdet - INFO - Epoch [36][6800/7330] lr: 4.612e-08, eta: 0:14:04, time: 1.563, data_time: 0.147, memory: 23149, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1089, s0.acc: 96.0654, s0.loss_bbox: 0.1764, s0.loss_mask: 0.2003, s1.loss_cls: 0.0500, s1.acc: 96.3480, s1.loss_bbox: 0.0847, s1.loss_mask: 0.1011, s2.loss_cls: 0.0251, s2.acc: 96.2749, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0482, loss: 0.8682 +2024-03-14 10:11:19,126 - mmdet - INFO - Epoch [36][6850/7330] lr: 4.612e-08, eta: 0:12:44, time: 1.605, data_time: 0.169, memory: 23149, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1087, s0.acc: 95.8945, s0.loss_bbox: 0.1865, s0.loss_mask: 0.2056, s1.loss_cls: 0.0498, s1.acc: 96.1275, s1.loss_bbox: 0.0886, s1.loss_mask: 0.1036, s2.loss_cls: 0.0251, s2.acc: 96.0217, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0493, loss: 0.8938 +2024-03-14 10:12:39,471 - mmdet - INFO - Epoch [36][6900/7330] lr: 4.612e-08, eta: 0:11:24, time: 1.606, data_time: 0.141, memory: 23149, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1094, s0.acc: 95.9836, s0.loss_bbox: 0.1811, s0.loss_mask: 0.2075, s1.loss_cls: 0.0499, s1.acc: 96.2479, s1.loss_bbox: 0.0862, s1.loss_mask: 0.1042, s2.loss_cls: 0.0253, s2.acc: 96.1684, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0495, loss: 0.8920 +2024-03-14 10:14:00,264 - mmdet - INFO - Epoch [36][6950/7330] lr: 4.612e-08, eta: 0:10:05, time: 1.616, data_time: 0.140, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1139, s0.acc: 95.7964, s0.loss_bbox: 0.1874, s0.loss_mask: 0.2072, s1.loss_cls: 0.0528, s1.acc: 96.0668, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1030, s2.loss_cls: 0.0267, s2.acc: 95.8741, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0488, loss: 0.9026 +2024-03-14 10:15:26,764 - mmdet - INFO - Epoch [36][7000/7330] lr: 4.612e-08, eta: 0:08:45, time: 1.730, data_time: 0.189, memory: 23149, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1173, s0.acc: 95.5969, s0.loss_bbox: 0.1896, s0.loss_mask: 0.2076, s1.loss_cls: 0.0540, s1.acc: 95.8521, s1.loss_bbox: 0.0884, s1.loss_mask: 0.1024, s2.loss_cls: 0.0272, s2.acc: 95.7161, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0482, loss: 0.9157 +2024-03-14 10:16:44,063 - mmdet - INFO - Epoch [36][7050/7330] lr: 4.612e-08, eta: 0:07:25, time: 1.546, data_time: 0.191, memory: 23149, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1135, s0.acc: 95.7437, s0.loss_bbox: 0.1923, s0.loss_mask: 0.2083, s1.loss_cls: 0.0520, s1.acc: 96.0261, s1.loss_bbox: 0.0906, s1.loss_mask: 0.1039, s2.loss_cls: 0.0262, s2.acc: 95.8750, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0488, loss: 0.9141 +2024-03-14 10:18:04,027 - mmdet - INFO - Epoch [36][7100/7330] lr: 4.612e-08, eta: 0:06:06, time: 1.599, data_time: 0.134, memory: 23149, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1130, s0.acc: 95.8518, s0.loss_bbox: 0.1856, s0.loss_mask: 0.2074, s1.loss_cls: 0.0525, s1.acc: 96.1243, s1.loss_bbox: 0.0870, s1.loss_mask: 0.1022, s2.loss_cls: 0.0266, s2.acc: 95.9534, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0485, loss: 0.9006 +2024-03-14 10:19:22,741 - mmdet - INFO - Epoch [36][7150/7330] lr: 4.612e-08, eta: 0:04:46, time: 1.574, data_time: 0.180, memory: 23149, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1101, s0.acc: 95.8794, s0.loss_bbox: 0.1882, s0.loss_mask: 0.2061, s1.loss_cls: 0.0513, s1.acc: 96.1439, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1033, s2.loss_cls: 0.0257, s2.acc: 96.0968, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0493, loss: 0.8979 +2024-03-14 10:20:43,204 - mmdet - INFO - Epoch [36][7200/7330] lr: 4.612e-08, eta: 0:03:27, time: 1.609, data_time: 0.165, memory: 23149, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1074, s0.acc: 95.9563, s0.loss_bbox: 0.1826, s0.loss_mask: 0.1996, s1.loss_cls: 0.0492, s1.acc: 96.2517, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0998, s2.loss_cls: 0.0248, s2.acc: 96.1011, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0476, loss: 0.8721 +2024-03-14 10:22:00,268 - mmdet - INFO - Epoch [36][7250/7330] lr: 4.612e-08, eta: 0:02:07, time: 1.541, data_time: 0.130, memory: 23149, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1015, s0.acc: 96.1746, s0.loss_bbox: 0.1732, s0.loss_mask: 0.2044, s1.loss_cls: 0.0462, s1.acc: 96.5283, s1.loss_bbox: 0.0838, s1.loss_mask: 0.1027, s2.loss_cls: 0.0236, s2.acc: 96.3578, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0489, loss: 0.8539 +2024-03-14 10:23:20,147 - mmdet - INFO - Epoch [36][7300/7330] lr: 4.612e-08, eta: 0:00:47, time: 1.598, data_time: 0.155, memory: 23149, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1029, s0.acc: 96.2542, s0.loss_bbox: 0.1744, s0.loss_mask: 0.1998, s1.loss_cls: 0.0470, s1.acc: 96.5013, s1.loss_bbox: 0.0839, s1.loss_mask: 0.1009, s2.loss_cls: 0.0237, s2.acc: 96.2926, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0478, loss: 0.8500 +2024-03-14 10:24:00,769 - mmdet - INFO - Saving checkpoint at 36 epochs +2024-03-14 10:30:58,020 - mmdet - INFO - Evaluating bbox... +2024-03-14 10:31:27,075 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.523 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.708 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.566 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.351 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.562 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.668 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.645 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.645 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.645 + 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 ] = 0.683 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.789 + +2024-03-14 10:31:27,076 - mmdet - INFO - Evaluating segm... +2024-03-14 10:31:59,948 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.454 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.685 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.493 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.265 + 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 ] = 0.636 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.567 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.567 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.567 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.395 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.604 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.719 + +2024-03-14 10:32:00,506 - mmdet - INFO - Exp name: cascade_s_dp0.4_lr8e-5_wd0.1_ld0.7_gn1_fpnbn.py +2024-03-14 10:32:00,507 - mmdet - INFO - Epoch(val) [36][1250] bbox_mAP: 0.5230, bbox_mAP_50: 0.7080, bbox_mAP_75: 0.5660, bbox_mAP_s: 0.3510, bbox_mAP_m: 0.5620, bbox_mAP_l: 0.6680, bbox_mAP_copypaste: 0.523 0.708 0.566 0.351 0.562 0.668, segm_mAP: 0.4540, segm_mAP_50: 0.6850, segm_mAP_75: 0.4930, segm_mAP_s: 0.2650, segm_mAP_m: 0.4860, segm_mAP_l: 0.6360, segm_mAP_copypaste: 0.454 0.685 0.493 0.265 0.486 0.636