2024-03-09 07:24:08,469 - 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 07:24:11,845 - mmdet - INFO - Distributed training: True 2024-03-09 07:24:15,108 - mmdet - INFO - Config: model = dict( type='CascadeRCNN', backbone=dict( type='RDNetBackbone', model_name='rdnet_tiny', features_only=True, pretrained=True, drop_path_rate=0.4), neck=dict( type='FPN', in_channels=[256, 440, 744, 1040], 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=0.05, paramwise_cfg=dict( decay_rate=0.8, decay_type='stage_wise', num_layers=7, model_name='rdnet_tiny')) 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_t_dp04_lr8e-5_wd005_ld08_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_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn' auto_resume = False gpu_ids = range(0, 4) 2024-03-09 07:24:18,700 - mmdet - INFO - Set random seed to 1114014409, deterministic: False 2024-03-09 07:24:29,921 - mmdet - INFO - initialize FPN with init_cfg {'type': 'Xavier', 'layer': 'Conv2d', 'distribution': 'uniform'} 2024-03-09 07:24:29,945 - mmdet - INFO - initialize RPNHead with init_cfg {'type': 'Normal', 'layer': 'Conv2d', 'std': 0.01} 2024-03-09 07:24:29,951 - 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 07:24:30,076 - 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 07:24:30,200 - 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([64, 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([64]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.stem.stem.1.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.stem.stem.1.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_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([64, 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([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.1.weight - 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.1.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_block0.layers.layers.2.weight - torch.Size([256, 64, 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([256]): 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, 256, 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([128, 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([128]): 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([128]): 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([128]): 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([512, 128, 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([512]): 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, 512, 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([192, 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([192]): 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([192]): 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([192]): 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([768, 192, 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([768]): 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, 768, 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([256]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_1.0.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_1.1.weight - torch.Size([128, 256, 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([104]): 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([104, 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([104]): 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([104]): 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([232, 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([232]): 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([232]): 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([232]): 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([928, 232, 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([928]): 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([104, 928, 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([104]): 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([104]): 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([336, 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([336]): 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([336]): 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([336]): 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([1344, 336, 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([1344]): 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([104, 1344, 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([104]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_2.0.weight - torch.Size([440]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_2.0.bias - torch.Size([440]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_2.1.weight - torch.Size([216, 440, 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([216]): 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([216, 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([216]): 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([216]): 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([216]): 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([864, 216, 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([864]): 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, 864, 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([344, 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([344]): 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([344]): 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([344]): 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([1376, 344, 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([1376]): 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, 1376, 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([472, 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([472]): 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([472]): 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([472]): 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([1888, 472, 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([1888]): 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, 1888, 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([600]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_3.0.bias - torch.Size([600]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_3.1.weight - torch.Size([296, 600, 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([296]): 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([296, 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([296]): 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([296]): 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([296]): 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([1184, 296, 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([1184]): 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, 1184, 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([424, 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([424]): 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([424]): 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([424]): 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([1696, 424, 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([1696]): 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, 1696, 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([552, 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([552]): 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([552]): 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([552]): 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([2208, 552, 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([2208]): 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, 2208, 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([680]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_4.0.bias - torch.Size([680]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_4.1.weight - torch.Size([336, 680, 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([336]): 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([336, 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([336]): 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([336]): 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([336]): 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([1344, 336, 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([1344]): 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, 1344, 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([464, 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([464]): 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([464]): 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([464]): 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([1856, 464, 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([1856]): 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, 1856, 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([592, 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([592]): 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([592]): 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([592]): 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([2368, 592, 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([2368]): 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, 2368, 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([720]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_5.0.bias - torch.Size([720]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_5.1.weight - torch.Size([360, 720, 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([360]): 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([360, 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([360]): 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([360]): 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([360]): 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([1440, 360, 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([1440]): 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, 1440, 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([488, 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([488]): 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([488]): 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([488]): 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([1952, 488, 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([1952]): 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, 1952, 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([616, 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([616]): 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([616]): 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([616]): 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([2464, 616, 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([2464]): 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, 2464, 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([744]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_6.0.bias - torch.Size([744]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_6.1.weight - torch.Size([368, 744, 2, 2]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_6.1.bias - torch.Size([368]): 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([224]): 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([368, 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([368]): 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([368]): 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([368]): 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([1472, 368, 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([1472]): 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([224, 1472, 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([224]): 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([224, 224, 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([224]): 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([224]): 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([592, 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([592]): 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([592]): 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([592]): 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([2368, 592, 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([2368]): 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([224, 2368, 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([224]): 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([224, 224, 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([224]): 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([224]): 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([816, 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([816]): 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([816]): 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([816]): 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([3264, 816, 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([3264]): 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([224, 3264, 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([224]): 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([224, 224, 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([224]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm_modules.0.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm_modules.0.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm_modules.1.weight - torch.Size([440]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm_modules.1.bias - torch.Size([440]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm_modules.2.weight - torch.Size([744]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm_modules.2.bias - torch.Size([744]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm_modules.3.weight - torch.Size([1040]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm_modules.3.bias - torch.Size([1040]): The value is the same before and after calling `init_weights` of CascadeRCNN neck.lateral_convs.0.conv.weight - torch.Size([256, 256, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 neck.lateral_convs.0.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of 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, 440, 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, 744, 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, 1040, 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 07:24:53,078 - mmdet - INFO - Automatic scaling of learning rate (LR) has been disabled. 2024-03-09 07:24:53,079 - mmdet - INFO - self.paramwise_cfg is {'decay_rate': 0.8, 'decay_type': 'stage_wise', 'num_layers': 7, 'model_name': 'rdnet_tiny'} 2024-03-09 07:24:53,079 - mmdet - INFO - Build LearningRateDecayOptimizerConstructor stage_wise 0.8 - 9 2024-03-09 07:24:53,079 - mmdet - INFO - set param backbone.timm_model.stem.stem.0.weight as id 0 2024-03-09 07:24:53,079 - mmdet - INFO - set param backbone.timm_model.stem.stem.0.bias as id 0 2024-03-09 07:24:53,079 - mmdet - INFO - set param backbone.timm_model.stem.stem.1.weight as id 0 2024-03-09 07:24:53,079 - mmdet - INFO - set param backbone.timm_model.stem.stem.1.bias as id 0 2024-03-09 07:24:53,079 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.gamma as id 1 2024-03-09 07:24:53,079 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.0.weight as id 1 2024-03-09 07:24:53,079 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.0.bias as id 1 2024-03-09 07:24:53,079 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.1.weight as id 1 2024-03-09 07:24:53,079 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.1.bias as id 1 2024-03-09 07:24:53,079 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.2.weight as id 1 2024-03-09 07:24:53,079 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.2.bias as id 1 2024-03-09 07:24:53,079 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.4.weight as id 1 2024-03-09 07:24:53,079 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.4.bias as id 1 2024-03-09 07:24:53,079 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.gamma as id 1 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.0.weight as id 1 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.0.bias as id 1 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.1.weight as id 1 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.1.bias as id 1 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.2.weight as id 1 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.2.bias as id 1 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.4.weight as id 1 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.4.bias as id 1 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.gamma as id 1 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.0.weight as id 1 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.0.bias as id 1 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.1.weight as id 1 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.1.bias as id 1 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.2.weight as id 1 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.2.bias as id 1 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.4.weight as id 1 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.4.bias as id 1 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.0.weight as id 2 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.0.bias as id 2 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.1.weight as id 2 2024-03-09 07:24:53,080 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.1.bias as id 2 2024-03-09 07:24:53,081 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.gamma as id 2 2024-03-09 07:24:53,081 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.0.weight as id 2 2024-03-09 07:24:53,081 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.0.bias as id 2 2024-03-09 07:24:53,081 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.1.weight as id 2 2024-03-09 07:24:53,081 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.1.bias as id 2 2024-03-09 07:24:53,081 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.2.weight as id 2 2024-03-09 07:24:53,081 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.2.bias as id 2 2024-03-09 07:24:53,081 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.weight as id 2 2024-03-09 07:24:53,081 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.bias as id 2 2024-03-09 07:24:53,081 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.gamma as id 2 2024-03-09 07:24:53,081 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.0.weight as id 2 2024-03-09 07:24:53,081 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.0.bias as id 2 2024-03-09 07:24:53,081 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.1.weight as id 2 2024-03-09 07:24:53,081 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.1.bias as id 2 2024-03-09 07:24:53,081 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.2.weight as id 2 2024-03-09 07:24:53,081 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.2.bias as id 2 2024-03-09 07:24:53,081 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.weight as id 2 2024-03-09 07:24:53,081 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.bias as id 2 2024-03-09 07:24:53,081 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.gamma as id 2 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.0.weight as id 2 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.0.bias as id 2 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.1.weight as id 2 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.1.bias as id 2 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.2.weight as id 2 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.2.bias as id 2 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.weight as id 2 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.bias as id 2 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.0.weight as id 3 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.0.bias as id 3 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.1.weight as id 3 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.1.bias as id 3 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.gamma as id 3 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.0.weight as id 3 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.0.bias as id 3 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.1.weight as id 3 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.1.bias as id 3 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.2.weight as id 3 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.2.bias as id 3 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.4.weight as id 3 2024-03-09 07:24:53,082 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.4.bias as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.5.fc.weight as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.5.fc.bias as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.gamma as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.0.weight as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.0.bias as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.1.weight as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.1.bias as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.2.weight as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.2.bias as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.4.weight as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.4.bias as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.5.fc.weight as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.5.fc.bias as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.gamma as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.0.weight as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.0.bias as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.1.weight as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.1.bias as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.2.weight as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.2.bias as id 3 2024-03-09 07:24:53,083 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.4.weight as id 3 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.4.bias as id 3 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.5.fc.weight as id 3 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.5.fc.bias as id 3 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.0.weight as id 4 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.0.bias as id 4 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.1.weight as id 4 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.1.bias as id 4 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.gamma as id 4 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.0.weight as id 4 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.0.bias as id 4 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.1.weight as id 4 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.1.bias as id 4 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.2.weight as id 4 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.2.bias as id 4 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.4.weight as id 4 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.4.bias as id 4 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.5.fc.weight as id 4 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.5.fc.bias as id 4 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.gamma as id 4 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.0.weight as id 4 2024-03-09 07:24:53,084 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.0.bias as id 4 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.1.weight as id 4 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.1.bias as id 4 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.2.weight as id 4 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.2.bias as id 4 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.4.weight as id 4 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.4.bias as id 4 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.5.fc.weight as id 4 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.5.fc.bias as id 4 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.gamma as id 4 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.0.weight as id 4 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.0.bias as id 4 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.1.weight as id 4 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.1.bias as id 4 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.2.weight as id 4 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.2.bias as id 4 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.4.weight as id 4 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.4.bias as id 4 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.5.fc.weight as id 4 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.5.fc.bias as id 4 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.0.weight as id 5 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.0.bias as id 5 2024-03-09 07:24:53,085 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.1.weight as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.1.bias as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.gamma as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.0.weight as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.0.bias as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.1.weight as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.1.bias as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.2.weight as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.2.bias as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.4.weight as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.4.bias as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.5.fc.weight as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.5.fc.bias as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.gamma as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.0.weight as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.0.bias as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.1.weight as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.1.bias as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.2.weight as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.2.bias as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.4.weight as id 5 2024-03-09 07:24:53,086 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.4.bias as id 5 2024-03-09 07:24:53,087 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.5.fc.weight as id 5 2024-03-09 07:24:53,087 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.5.fc.bias as id 5 2024-03-09 07:24:53,087 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.gamma as id 5 2024-03-09 07:24:53,087 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.0.weight as id 5 2024-03-09 07:24:53,087 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.0.bias as id 5 2024-03-09 07:24:53,087 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.1.weight as id 5 2024-03-09 07:24:53,087 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.1.bias as id 5 2024-03-09 07:24:53,087 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.2.weight as id 5 2024-03-09 07:24:53,087 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.2.bias as id 5 2024-03-09 07:24:53,087 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.4.weight as id 5 2024-03-09 07:24:53,087 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.4.bias as id 5 2024-03-09 07:24:53,087 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.5.fc.weight as id 5 2024-03-09 07:24:53,087 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.5.fc.bias as id 5 2024-03-09 07:24:53,087 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.0.weight as id 6 2024-03-09 07:24:53,087 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.0.bias as id 6 2024-03-09 07:24:53,087 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.1.weight as id 6 2024-03-09 07:24:53,087 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.1.bias as id 6 2024-03-09 07:24:53,087 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.gamma as id 6 2024-03-09 07:24:53,087 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.0.weight as id 6 2024-03-09 07:24:53,087 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.0.bias as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.1.weight as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.1.bias as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.2.weight as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.2.bias as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.4.weight as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.4.bias as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.5.fc.weight as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.5.fc.bias as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.gamma as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.0.weight as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.0.bias as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.1.weight as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.1.bias as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.2.weight as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.2.bias as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.4.weight as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.4.bias as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.5.fc.weight as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.5.fc.bias as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.gamma as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.0.weight as id 6 2024-03-09 07:24:53,088 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.0.bias as id 6 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.1.weight as id 6 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.1.bias as id 6 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.2.weight as id 6 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.2.bias as id 6 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.4.weight as id 6 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.4.bias as id 6 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.5.fc.weight as id 6 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.5.fc.bias as id 6 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.0.weight as id 7 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.0.bias as id 7 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.1.weight as id 7 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.1.bias as id 7 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.gamma as id 7 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.0.weight as id 7 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.0.bias as id 7 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.1.weight as id 7 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.1.bias as id 7 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.2.weight as id 7 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.2.bias as id 7 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.4.weight as id 7 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.4.bias as id 7 2024-03-09 07:24:53,089 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.5.fc.weight as id 7 2024-03-09 07:24:53,090 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.5.fc.bias as id 7 2024-03-09 07:24:53,090 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.gamma as id 7 2024-03-09 07:24:53,090 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.0.weight as id 7 2024-03-09 07:24:53,090 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.0.bias as id 7 2024-03-09 07:24:53,090 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.1.weight as id 7 2024-03-09 07:24:53,090 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.1.bias as id 7 2024-03-09 07:24:53,090 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.2.weight as id 7 2024-03-09 07:24:53,090 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.2.bias as id 7 2024-03-09 07:24:53,090 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.4.weight as id 7 2024-03-09 07:24:53,090 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.4.bias as id 7 2024-03-09 07:24:53,090 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.5.fc.weight as id 7 2024-03-09 07:24:53,090 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.5.fc.bias as id 7 2024-03-09 07:24:53,090 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.gamma as id 7 2024-03-09 07:24:53,090 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.0.weight as id 7 2024-03-09 07:24:53,090 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.0.bias as id 7 2024-03-09 07:24:53,090 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.1.weight as id 7 2024-03-09 07:24:53,090 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.1.bias as id 7 2024-03-09 07:24:53,090 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.2.weight as id 7 2024-03-09 07:24:53,090 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.2.bias as id 7 2024-03-09 07:24:53,090 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.4.weight as id 7 2024-03-09 07:24:53,091 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.4.bias as id 7 2024-03-09 07:24:53,091 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.5.fc.weight as id 7 2024-03-09 07:24:53,091 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.5.fc.bias as id 7 2024-03-09 07:24:53,091 - mmdet - INFO - set param backbone.norm_modules.0.weight as id 10 2024-03-09 07:24:53,091 - mmdet - INFO - set param backbone.norm_modules.0.bias as id 10 2024-03-09 07:24:53,091 - mmdet - INFO - set param backbone.norm_modules.1.weight as id 10 2024-03-09 07:24:53,091 - mmdet - INFO - set param backbone.norm_modules.1.bias as id 10 2024-03-09 07:24:53,091 - mmdet - INFO - set param backbone.norm_modules.2.weight as id 10 2024-03-09 07:24:53,091 - mmdet - INFO - set param backbone.norm_modules.2.bias as id 10 2024-03-09 07:24:53,091 - mmdet - INFO - set param backbone.norm_modules.3.weight as id 10 2024-03-09 07:24:53,091 - mmdet - INFO - set param backbone.norm_modules.3.bias as id 10 2024-03-09 07:24:53,091 - mmdet - INFO - set param neck.lateral_convs.0.conv.weight as id 10 2024-03-09 07:24:53,091 - mmdet - INFO - set param neck.lateral_convs.0.bn.weight as id 10 2024-03-09 07:24:53,091 - mmdet - INFO - set param neck.lateral_convs.0.bn.bias as id 10 2024-03-09 07:24:53,091 - mmdet - INFO - set param neck.lateral_convs.1.conv.weight as id 10 2024-03-09 07:24:53,091 - mmdet - INFO - set param neck.lateral_convs.1.bn.weight as id 10 2024-03-09 07:24:53,091 - mmdet - INFO - set param neck.lateral_convs.1.bn.bias as id 10 2024-03-09 07:24:53,091 - mmdet - INFO - set param neck.lateral_convs.2.conv.weight as id 10 2024-03-09 07:24:53,091 - mmdet - INFO - set param neck.lateral_convs.2.bn.weight as id 10 2024-03-09 07:24:53,091 - mmdet - INFO - set param neck.lateral_convs.2.bn.bias as id 10 2024-03-09 07:24:53,091 - mmdet - INFO - set param neck.lateral_convs.3.conv.weight as id 10 2024-03-09 07:24:53,091 - mmdet - INFO - set param neck.lateral_convs.3.bn.weight as id 10 2024-03-09 07:24:53,092 - mmdet - INFO - set param neck.lateral_convs.3.bn.bias as id 10 2024-03-09 07:24:53,092 - mmdet - INFO - set param neck.fpn_convs.0.conv.weight as id 10 2024-03-09 07:24:53,092 - mmdet - INFO - set param neck.fpn_convs.0.bn.weight as id 10 2024-03-09 07:24:53,092 - mmdet - INFO - set param neck.fpn_convs.0.bn.bias as id 10 2024-03-09 07:24:53,092 - mmdet - INFO - set param neck.fpn_convs.1.conv.weight as id 10 2024-03-09 07:24:53,092 - mmdet - INFO - set param neck.fpn_convs.1.bn.weight as id 10 2024-03-09 07:24:53,092 - mmdet - INFO - set param neck.fpn_convs.1.bn.bias as id 10 2024-03-09 07:24:53,092 - mmdet - INFO - set param neck.fpn_convs.2.conv.weight as id 10 2024-03-09 07:24:53,092 - mmdet - INFO - set param neck.fpn_convs.2.bn.weight as id 10 2024-03-09 07:24:53,092 - mmdet - INFO - set param neck.fpn_convs.2.bn.bias as id 10 2024-03-09 07:24:53,092 - mmdet - INFO - set param neck.fpn_convs.3.conv.weight as id 10 2024-03-09 07:24:53,092 - mmdet - INFO - set param neck.fpn_convs.3.bn.weight as id 10 2024-03-09 07:24:53,092 - mmdet - INFO - set param neck.fpn_convs.3.bn.bias as id 10 2024-03-09 07:24:53,092 - mmdet - INFO - set param rpn_head.rpn_conv.weight as id 10 2024-03-09 07:24:53,092 - mmdet - INFO - set param rpn_head.rpn_conv.bias as id 10 2024-03-09 07:24:53,092 - mmdet - INFO - set param rpn_head.rpn_cls.weight as id 10 2024-03-09 07:24:53,092 - mmdet - INFO - set param rpn_head.rpn_cls.bias as id 10 2024-03-09 07:24:53,092 - mmdet - INFO - set param rpn_head.rpn_reg.weight as id 10 2024-03-09 07:24:53,092 - mmdet - INFO - set param rpn_head.rpn_reg.bias as id 10 2024-03-09 07:24:53,092 - mmdet - INFO - set param roi_head.bbox_head.0.fc_cls.weight as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.0.fc_cls.bias as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.0.fc_reg.weight as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.0.fc_reg.bias as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.0.conv.weight as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.0.bn.weight as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.0.bn.bias as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.1.conv.weight as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.1.bn.weight as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.1.bn.bias as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.2.conv.weight as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.2.bn.weight as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.2.bn.bias as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.3.conv.weight as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.3.bn.weight as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.3.bn.bias as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.0.shared_fcs.0.weight as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.0.shared_fcs.0.bias as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.1.fc_cls.weight as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.1.fc_cls.bias as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.1.fc_reg.weight as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.1.fc_reg.bias as id 10 2024-03-09 07:24:53,093 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.0.conv.weight as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.0.bn.weight as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.0.bn.bias as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.1.conv.weight as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.1.bn.weight as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.1.bn.bias as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.2.conv.weight as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.2.bn.weight as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.2.bn.bias as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.3.conv.weight as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.3.bn.weight as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.3.bn.bias as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.1.shared_fcs.0.weight as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.1.shared_fcs.0.bias as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.2.fc_cls.weight as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.2.fc_cls.bias as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.2.fc_reg.weight as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.2.fc_reg.bias as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.0.conv.weight as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.0.bn.weight as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.0.bn.bias as id 10 2024-03-09 07:24:53,094 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.1.conv.weight as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.1.bn.weight as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.1.bn.bias as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.2.conv.weight as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.2.bn.weight as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.2.bn.bias as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.3.conv.weight as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.3.bn.weight as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.3.bn.bias as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.bbox_head.2.shared_fcs.0.weight as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.bbox_head.2.shared_fcs.0.bias as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.mask_head.0.convs.0.conv.weight as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.mask_head.0.convs.0.conv.bias as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.mask_head.0.convs.1.conv.weight as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.mask_head.0.convs.1.conv.bias as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.mask_head.0.convs.2.conv.weight as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.mask_head.0.convs.2.conv.bias as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.mask_head.0.convs.3.conv.weight as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.mask_head.0.convs.3.conv.bias as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.mask_head.0.upsample.weight as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.mask_head.0.upsample.bias as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.mask_head.0.conv_logits.weight as id 10 2024-03-09 07:24:53,095 - mmdet - INFO - set param roi_head.mask_head.0.conv_logits.bias as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.1.convs.0.conv.weight as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.1.convs.0.conv.bias as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.1.convs.1.conv.weight as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.1.convs.1.conv.bias as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.1.convs.2.conv.weight as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.1.convs.2.conv.bias as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.1.convs.3.conv.weight as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.1.convs.3.conv.bias as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.1.upsample.weight as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.1.upsample.bias as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.1.conv_logits.weight as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.1.conv_logits.bias as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.2.convs.0.conv.weight as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.2.convs.0.conv.bias as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.2.convs.1.conv.weight as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.2.convs.1.conv.bias as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.2.convs.2.conv.weight as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.2.convs.2.conv.bias as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.2.convs.3.conv.weight as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.2.convs.3.conv.bias as id 10 2024-03-09 07:24:53,096 - mmdet - INFO - set param roi_head.mask_head.2.upsample.weight as id 10 2024-03-09 07:24:53,097 - mmdet - INFO - set param roi_head.mask_head.2.upsample.bias as id 10 2024-03-09 07:24:53,097 - mmdet - INFO - set param roi_head.mask_head.2.conv_logits.weight as id 10 2024-03-09 07:24:53,097 - mmdet - INFO - set param roi_head.mask_head.2.conv_logits.bias as id 10 2024-03-09 07:24:53,097 - mmdet - INFO - Param groups = { "layer_0_decay": { "param_names": [ "backbone.timm_model.stem.stem.0.weight" ], "lr_scale": 0.1677721600000001, "lr": 1.3421772800000009e-05, "weight_decay": 0.05 }, "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": 0.1677721600000001, "lr": 1.3421772800000009e-05, "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", 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"roi_head.mask_head.2.convs.3.conv.weight", "roi_head.mask_head.2.upsample.weight", "roi_head.mask_head.2.conv_logits.weight" ], "lr_scale": 1.5624999999999998, "lr": 0.000125, "weight_decay": 0.05 } } 2024-03-09 07:24:53,741 - mmdet - INFO - Start running, host: root@node0, work_dir: /mnt/cmlssd004/public/donghyun/dnet_exps/mmdet/cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn 2024-03-09 07:24:53,742 - mmdet - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) StepLrUpdaterHook (ABOVE_NORMAL) Fp16OptimizerHook (NORMAL ) CheckpointHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook (VERY_LOW ) WandbLoggerHook -------------------- before_train_epoch: (VERY_HIGH ) StepLrUpdaterHook (NORMAL ) NumClassCheckHook (NORMAL ) DistSamplerSeedHook (LOW ) IterTimerHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook (VERY_LOW ) WandbLoggerHook -------------------- before_train_iter: (VERY_HIGH ) StepLrUpdaterHook (NORMAL ) UnfreezeDNetIterBasedHook (LOW ) IterTimerHook (LOW ) DistEvalHook -------------------- after_train_iter: (ABOVE_NORMAL) Fp16OptimizerHook (NORMAL ) CheckpointHook (LOW ) IterTimerHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook (VERY_LOW ) WandbLoggerHook -------------------- after_train_epoch: (NORMAL ) CheckpointHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook (VERY_LOW ) WandbLoggerHook -------------------- before_val_epoch: (NORMAL ) NumClassCheckHook (NORMAL ) DistSamplerSeedHook (LOW ) IterTimerHook (VERY_LOW ) TextLoggerHook (VERY_LOW ) WandbLoggerHook -------------------- before_val_iter: (LOW ) IterTimerHook -------------------- after_val_iter: (LOW ) IterTimerHook -------------------- after_val_epoch: (VERY_LOW ) TextLoggerHook (VERY_LOW ) WandbLoggerHook -------------------- after_run: (VERY_LOW ) TextLoggerHook (VERY_LOW ) WandbLoggerHook -------------------- 2024-03-09 07:24:53,742 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs 2024-03-09 07:24:53,744 - mmdet - INFO - Checkpoints will be saved to /mnt/cmlssd004/public/donghyun/dnet_exps/mmdet/cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn by HardDiskBackend. 2024-03-09 07:26:31,655 - mmdet - INFO - Epoch [1][50/7330] lr: 6.704e-07, eta: 5 days, 17:35:24, time: 1.877, data_time: 0.440, memory: 13843, loss_rpn_cls: 0.6863, loss_rpn_bbox: 0.0662, s0.loss_cls: 3.6363, s0.acc: 48.4702, s0.loss_bbox: 0.0973, s0.loss_mask: 0.6959, s1.loss_cls: 1.6501, s1.acc: 63.6001, s1.loss_bbox: 0.0132, s1.loss_mask: 0.3491, s2.loss_cls: 0.8074, s2.acc: 64.9792, s2.loss_bbox: 0.0015, s2.loss_mask: 0.1737, loss: 8.1772 2024-03-09 07:27:35,037 - mmdet - INFO - Epoch [1][100/7330] lr: 1.341e-06, eta: 4 days, 19:13:24, time: 1.268, data_time: 0.140, memory: 13843, loss_rpn_cls: 0.6535, loss_rpn_bbox: 0.0605, s0.loss_cls: 0.5833, s0.acc: 95.3992, s0.loss_bbox: 0.1480, s0.loss_mask: 0.6934, s1.loss_cls: 0.1990, s1.acc: 97.5251, s1.loss_bbox: 0.0215, s1.loss_mask: 0.3457, s2.loss_cls: 0.0758, s2.acc: 98.3997, s2.loss_bbox: 0.0024, s2.loss_mask: 0.1724, loss: 2.9555 2024-03-09 07:28:45,500 - mmdet - INFO - Epoch [1][150/7330] lr: 2.011e-06, eta: 4 days, 15:12:51, time: 1.409, data_time: 0.172, memory: 13843, loss_rpn_cls: 0.5670, loss_rpn_bbox: 0.0657, s0.loss_cls: 0.3867, s0.acc: 94.5730, s0.loss_bbox: 0.1785, s0.loss_mask: 0.6875, s1.loss_cls: 0.1153, s1.acc: 97.1545, s1.loss_bbox: 0.0255, s1.loss_mask: 0.3406, s2.loss_cls: 0.0395, s2.acc: 98.1924, s2.loss_bbox: 0.0029, s2.loss_mask: 0.1689, loss: 2.5781 2024-03-09 07:29:56,378 - mmdet - INFO - Epoch [1][200/7330] lr: 2.682e-06, eta: 4 days, 13:21:02, time: 1.417, data_time: 0.151, memory: 13843, loss_rpn_cls: 0.3924, loss_rpn_bbox: 0.0659, s0.loss_cls: 0.4231, s0.acc: 93.5916, s0.loss_bbox: 0.2205, s0.loss_mask: 0.6732, s1.loss_cls: 0.1202, s1.acc: 96.7832, s1.loss_bbox: 0.0313, s1.loss_mask: 0.3294, s2.loss_cls: 0.0390, s2.acc: 98.0608, s2.loss_bbox: 0.0036, s2.loss_mask: 0.1621, loss: 2.4606 2024-03-09 07:31:07,552 - mmdet - INFO - Epoch [1][250/7330] lr: 3.352e-06, eta: 4 days, 12:18:43, time: 1.423, data_time: 0.200, memory: 13843, loss_rpn_cls: 0.2206, loss_rpn_bbox: 0.0574, s0.loss_cls: 0.4243, s0.acc: 93.1499, s0.loss_bbox: 0.2429, s0.loss_mask: 0.6407, s1.loss_cls: 0.1172, s1.acc: 96.6621, s1.loss_bbox: 0.0346, s1.loss_mask: 0.3153, s2.loss_cls: 0.0365, s2.acc: 98.0786, s2.loss_bbox: 0.0039, s2.loss_mask: 0.1552, loss: 2.2486 2024-03-09 07:32:15,248 - mmdet - INFO - Epoch [1][300/7330] lr: 4.023e-06, eta: 4 days, 10:45:40, time: 1.354, data_time: 0.179, memory: 14204, loss_rpn_cls: 0.1604, loss_rpn_bbox: 0.0572, s0.loss_cls: 0.4355, s0.acc: 92.6929, s0.loss_bbox: 0.2630, s0.loss_mask: 0.5952, s1.loss_cls: 0.1195, s1.acc: 96.4500, s1.loss_bbox: 0.0377, s1.loss_mask: 0.2970, s2.loss_cls: 0.0368, s2.acc: 97.9888, s2.loss_bbox: 0.0043, s2.loss_mask: 0.1472, loss: 2.1539 2024-03-09 07:33:21,010 - mmdet - INFO - Epoch [1][350/7330] lr: 4.693e-06, eta: 4 days, 9:14:56, time: 1.315, data_time: 0.123, memory: 14204, loss_rpn_cls: 0.1354, loss_rpn_bbox: 0.0574, s0.loss_cls: 0.4331, s0.acc: 92.3737, s0.loss_bbox: 0.2880, s0.loss_mask: 0.5523, s1.loss_cls: 0.1203, s1.acc: 96.2259, s1.loss_bbox: 0.0423, s1.loss_mask: 0.2818, s2.loss_cls: 0.0366, s2.acc: 97.9309, s2.loss_bbox: 0.0049, s2.loss_mask: 0.1397, loss: 2.0919 2024-03-09 07:34:30,252 - mmdet - INFO - Epoch [1][400/7330] lr: 5.363e-06, eta: 4 days, 8:44:42, time: 1.385, data_time: 0.125, memory: 14204, loss_rpn_cls: 0.1264, loss_rpn_bbox: 0.0577, s0.loss_cls: 0.4707, s0.acc: 91.7049, s0.loss_bbox: 0.3158, s0.loss_mask: 0.5170, s1.loss_cls: 0.1314, s1.acc: 95.7726, s1.loss_bbox: 0.0487, s1.loss_mask: 0.2627, s2.loss_cls: 0.0389, s2.acc: 97.7737, s2.loss_bbox: 0.0056, s2.loss_mask: 0.1310, loss: 2.1058 2024-03-09 07:35:40,382 - mmdet - INFO - Epoch [1][450/7330] lr: 6.034e-06, eta: 4 days, 8:29:33, time: 1.403, data_time: 0.171, memory: 14487, loss_rpn_cls: 0.1109, loss_rpn_bbox: 0.0523, s0.loss_cls: 0.4395, s0.acc: 91.9069, s0.loss_bbox: 0.3120, s0.loss_mask: 0.4897, s1.loss_cls: 0.1235, s1.acc: 95.7609, s1.loss_bbox: 0.0504, s1.loss_mask: 0.2474, s2.loss_cls: 0.0365, s2.acc: 97.7793, s2.loss_bbox: 0.0060, s2.loss_mask: 0.1257, loss: 1.9939 2024-03-09 07:36:47,803 - mmdet - INFO - Epoch [1][500/7330] lr: 6.704e-06, eta: 4 days, 7:53:26, time: 1.348, data_time: 0.126, memory: 15104, loss_rpn_cls: 0.1082, loss_rpn_bbox: 0.0513, s0.loss_cls: 0.4281, s0.acc: 91.9622, s0.loss_bbox: 0.3146, s0.loss_mask: 0.4704, s1.loss_cls: 0.1233, s1.acc: 95.5416, s1.loss_bbox: 0.0559, s1.loss_mask: 0.2351, s2.loss_cls: 0.0361, s2.acc: 97.6456, s2.loss_bbox: 0.0070, s2.loss_mask: 0.1201, loss: 1.9502 2024-03-09 07:37:57,296 - mmdet - INFO - Epoch [1][550/7330] lr: 7.375e-06, eta: 4 days, 7:40:12, time: 1.390, data_time: 0.194, memory: 15104, loss_rpn_cls: 0.1072, loss_rpn_bbox: 0.0521, s0.loss_cls: 0.4482, s0.acc: 91.4304, s0.loss_bbox: 0.3323, s0.loss_mask: 0.4605, s1.loss_cls: 0.1328, s1.acc: 95.0534, s1.loss_bbox: 0.0628, s1.loss_mask: 0.2268, s2.loss_cls: 0.0398, s2.acc: 97.2968, s2.loss_bbox: 0.0084, s2.loss_mask: 0.1150, loss: 1.9858 2024-03-09 07:39:06,336 - mmdet - INFO - Epoch [1][600/7330] lr: 8.045e-06, eta: 4 days, 7:25:40, time: 1.381, data_time: 0.198, memory: 15104, loss_rpn_cls: 0.1013, loss_rpn_bbox: 0.0516, s0.loss_cls: 0.4108, s0.acc: 91.7603, s0.loss_bbox: 0.3206, s0.loss_mask: 0.4451, s1.loss_cls: 0.1299, s1.acc: 94.8751, s1.loss_bbox: 0.0672, s1.loss_mask: 0.2203, s2.loss_cls: 0.0386, s2.acc: 97.1996, s2.loss_bbox: 0.0094, s2.loss_mask: 0.1115, loss: 1.9063 2024-03-09 07:40:17,459 - mmdet - INFO - Epoch [1][650/7330] lr: 8.715e-06, eta: 4 days, 7:27:16, time: 1.422, data_time: 0.168, memory: 15314, loss_rpn_cls: 0.1078, loss_rpn_bbox: 0.0520, s0.loss_cls: 0.4174, s0.acc: 91.3210, s0.loss_bbox: 0.3375, s0.loss_mask: 0.4427, s1.loss_cls: 0.1384, s1.acc: 94.3413, s1.loss_bbox: 0.0779, s1.loss_mask: 0.2147, s2.loss_cls: 0.0422, s2.acc: 96.7231, s2.loss_bbox: 0.0119, s2.loss_mask: 0.1071, loss: 1.9494 2024-03-09 07:41:25,129 - mmdet - INFO - Epoch [1][700/7330] lr: 9.386e-06, eta: 4 days, 7:06:49, time: 1.353, data_time: 0.138, memory: 15314, loss_rpn_cls: 0.1006, loss_rpn_bbox: 0.0526, s0.loss_cls: 0.3878, s0.acc: 91.8702, s0.loss_bbox: 0.3183, s0.loss_mask: 0.4275, s1.loss_cls: 0.1324, s1.acc: 94.5351, s1.loss_bbox: 0.0771, s1.loss_mask: 0.2072, s2.loss_cls: 0.0408, s2.acc: 96.7699, s2.loss_bbox: 0.0122, s2.loss_mask: 0.1043, loss: 1.8608 2024-03-09 07:42:32,558 - mmdet - INFO - Epoch [1][750/7330] lr: 1.006e-05, eta: 4 days, 6:47:32, time: 1.349, data_time: 0.147, memory: 15314, loss_rpn_cls: 0.0941, loss_rpn_bbox: 0.0489, s0.loss_cls: 0.3775, s0.acc: 91.7734, s0.loss_bbox: 0.3198, s0.loss_mask: 0.4188, s1.loss_cls: 0.1330, s1.acc: 94.2542, s1.loss_bbox: 0.0840, s1.loss_mask: 0.2030, s2.loss_cls: 0.0411, s2.acc: 96.6148, s2.loss_bbox: 0.0142, s2.loss_mask: 0.1013, loss: 1.8356 2024-03-09 07:43:39,854 - mmdet - INFO - Epoch [1][800/7330] lr: 1.073e-05, eta: 4 days, 6:29:48, time: 1.346, data_time: 0.147, memory: 15314, loss_rpn_cls: 0.0894, loss_rpn_bbox: 0.0509, s0.loss_cls: 0.3720, s0.acc: 91.4098, s0.loss_bbox: 0.3317, s0.loss_mask: 0.4091, s1.loss_cls: 0.1408, s1.acc: 93.5281, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1967, s2.loss_cls: 0.0453, s2.acc: 96.0511, s2.loss_bbox: 0.0174, s2.loss_mask: 0.0966, loss: 1.8456 2024-03-09 07:44:52,092 - mmdet - INFO - Epoch [1][850/7330] lr: 1.140e-05, eta: 4 days, 6:39:31, time: 1.445, data_time: 0.166, memory: 15314, loss_rpn_cls: 0.0882, loss_rpn_bbox: 0.0481, s0.loss_cls: 0.3440, s0.acc: 91.9034, s0.loss_bbox: 0.3180, s0.loss_mask: 0.3990, s1.loss_cls: 0.1321, s1.acc: 93.6750, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1885, s2.loss_cls: 0.0432, s2.acc: 95.9635, s2.loss_bbox: 0.0187, s2.loss_mask: 0.0927, loss: 1.7684 2024-03-09 07:45:58,191 - mmdet - INFO - Epoch [1][900/7330] lr: 1.207e-05, eta: 4 days, 6:18:07, time: 1.322, data_time: 0.138, memory: 15314, loss_rpn_cls: 0.0837, loss_rpn_bbox: 0.0448, s0.loss_cls: 0.3319, s0.acc: 91.9815, s0.loss_bbox: 0.3121, s0.loss_mask: 0.3943, s1.loss_cls: 0.1301, s1.acc: 93.5159, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1861, s2.loss_cls: 0.0433, s2.acc: 95.8331, s2.loss_bbox: 0.0202, s2.loss_mask: 0.0913, loss: 1.7363 2024-03-09 07:47:04,281 - mmdet - INFO - Epoch [1][950/7330] lr: 1.274e-05, eta: 4 days, 5:58:49, time: 1.322, data_time: 0.100, memory: 15314, loss_rpn_cls: 0.0777, loss_rpn_bbox: 0.0429, s0.loss_cls: 0.3031, s0.acc: 92.4235, s0.loss_bbox: 0.2912, s0.loss_mask: 0.3841, s1.loss_cls: 0.1235, s1.acc: 93.7289, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1833, s2.loss_cls: 0.0421, s2.acc: 95.8349, s2.loss_bbox: 0.0209, s2.loss_mask: 0.0886, loss: 1.6551 2024-03-09 07:48:12,278 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-09 07:48:12,278 - mmdet - INFO - Epoch [1][1000/7330] lr: 1.341e-05, eta: 4 days, 5:49:41, time: 1.360, data_time: 0.162, memory: 15314, loss_rpn_cls: 0.0748, loss_rpn_bbox: 0.0421, s0.loss_cls: 0.2954, s0.acc: 92.5599, s0.loss_bbox: 0.2913, s0.loss_mask: 0.3807, s1.loss_cls: 0.1198, s1.acc: 93.7409, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1779, s2.loss_cls: 0.0421, s2.acc: 95.6443, s2.loss_bbox: 0.0226, s2.loss_mask: 0.0851, loss: 1.6310 2024-03-09 07:49:21,941 - mmdet - INFO - Epoch [1][1050/7330] lr: 1.342e-05, eta: 4 days, 5:48:16, time: 1.393, data_time: 0.140, memory: 15314, loss_rpn_cls: 0.0835, loss_rpn_bbox: 0.0478, s0.loss_cls: 0.3070, s0.acc: 92.0868, s0.loss_bbox: 0.3067, s0.loss_mask: 0.3922, s1.loss_cls: 0.1272, s1.acc: 93.2337, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1833, s2.loss_cls: 0.0456, s2.acc: 95.2054, s2.loss_bbox: 0.0241, s2.loss_mask: 0.0878, loss: 1.7097 2024-03-09 07:50:32,248 - mmdet - INFO - Epoch [1][1100/7330] lr: 1.342e-05, eta: 4 days, 5:49:25, time: 1.406, data_time: 0.143, memory: 15314, loss_rpn_cls: 0.0814, loss_rpn_bbox: 0.0472, s0.loss_cls: 0.3008, s0.acc: 92.2030, s0.loss_bbox: 0.3043, s0.loss_mask: 0.3676, s1.loss_cls: 0.1248, s1.acc: 93.2157, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1731, s2.loss_cls: 0.0455, s2.acc: 95.0290, s2.loss_bbox: 0.0279, s2.loss_mask: 0.0826, loss: 1.6659 2024-03-09 07:51:40,180 - mmdet - INFO - Epoch [1][1150/7330] lr: 1.342e-05, eta: 4 days, 5:41:21, time: 1.359, data_time: 0.127, memory: 15314, loss_rpn_cls: 0.0817, loss_rpn_bbox: 0.0482, s0.loss_cls: 0.2941, s0.acc: 92.3528, s0.loss_bbox: 0.3004, s0.loss_mask: 0.3704, s1.loss_cls: 0.1245, s1.acc: 93.2912, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1740, s2.loss_cls: 0.0466, s2.acc: 94.9130, s2.loss_bbox: 0.0292, s2.loss_mask: 0.0824, loss: 1.6626 2024-03-09 07:52:45,630 - mmdet - INFO - Epoch [1][1200/7330] lr: 1.342e-05, eta: 4 days, 5:24:48, time: 1.309, data_time: 0.123, memory: 15314, loss_rpn_cls: 0.0762, loss_rpn_bbox: 0.0442, s0.loss_cls: 0.2789, s0.acc: 92.5560, s0.loss_bbox: 0.2903, s0.loss_mask: 0.3666, s1.loss_cls: 0.1197, s1.acc: 93.4037, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1723, s2.loss_cls: 0.0458, s2.acc: 94.8165, s2.loss_bbox: 0.0289, s2.loss_mask: 0.0808, loss: 1.6118 2024-03-09 07:53:55,642 - mmdet - INFO - Epoch [1][1250/7330] lr: 1.342e-05, eta: 4 days, 5:25:27, time: 1.400, data_time: 0.216, memory: 15314, loss_rpn_cls: 0.0722, loss_rpn_bbox: 0.0439, s0.loss_cls: 0.2651, s0.acc: 92.8299, s0.loss_bbox: 0.2768, s0.loss_mask: 0.3536, s1.loss_cls: 0.1149, s1.acc: 93.5181, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1620, s2.loss_cls: 0.0448, s2.acc: 94.8358, s2.loss_bbox: 0.0304, s2.loss_mask: 0.0755, loss: 1.5459 2024-03-09 07:55:05,527 - mmdet - INFO - Epoch [1][1300/7330] lr: 1.342e-05, eta: 4 days, 5:25:32, time: 1.398, data_time: 0.163, memory: 15314, loss_rpn_cls: 0.0782, loss_rpn_bbox: 0.0440, s0.loss_cls: 0.2564, s0.acc: 92.9189, s0.loss_bbox: 0.2785, s0.loss_mask: 0.3490, s1.loss_cls: 0.1127, s1.acc: 93.5492, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1638, s2.loss_cls: 0.0449, s2.acc: 94.7675, s2.loss_bbox: 0.0317, s2.loss_mask: 0.0771, loss: 1.5453 2024-03-09 07:56:14,389 - mmdet - INFO - Epoch [1][1350/7330] lr: 1.342e-05, eta: 4 days, 5:22:13, time: 1.377, data_time: 0.159, memory: 17088, loss_rpn_cls: 0.0756, loss_rpn_bbox: 0.0446, s0.loss_cls: 0.2767, s0.acc: 92.4790, s0.loss_bbox: 0.2968, s0.loss_mask: 0.3627, s1.loss_cls: 0.1217, s1.acc: 93.1012, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1670, s2.loss_cls: 0.0480, s2.acc: 94.4514, s2.loss_bbox: 0.0341, s2.loss_mask: 0.0775, loss: 1.6204 2024-03-09 07:57:26,311 - mmdet - INFO - Epoch [1][1400/7330] lr: 1.342e-05, eta: 4 days, 5:28:37, time: 1.438, data_time: 0.174, memory: 17088, loss_rpn_cls: 0.0750, loss_rpn_bbox: 0.0435, s0.loss_cls: 0.2623, s0.acc: 92.7798, s0.loss_bbox: 0.2853, s0.loss_mask: 0.3647, s1.loss_cls: 0.1126, s1.acc: 93.5059, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1688, s2.loss_cls: 0.0452, s2.acc: 94.6231, s2.loss_bbox: 0.0328, s2.loss_mask: 0.0787, loss: 1.5782 2024-03-09 07:58:37,261 - mmdet - INFO - Epoch [1][1450/7330] lr: 1.342e-05, eta: 4 days, 5:31:34, time: 1.419, data_time: 0.139, memory: 17088, loss_rpn_cls: 0.0751, loss_rpn_bbox: 0.0425, s0.loss_cls: 0.2472, s0.acc: 93.0744, s0.loss_bbox: 0.2730, s0.loss_mask: 0.3497, s1.loss_cls: 0.1088, s1.acc: 93.7016, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1625, s2.loss_cls: 0.0445, s2.acc: 94.6858, s2.loss_bbox: 0.0324, s2.loss_mask: 0.0759, loss: 1.5185 2024-03-09 07:59:44,132 - mmdet - INFO - Epoch [1][1500/7330] lr: 1.342e-05, eta: 4 days, 5:22:20, time: 1.337, data_time: 0.151, memory: 17088, loss_rpn_cls: 0.0765, loss_rpn_bbox: 0.0452, s0.loss_cls: 0.2399, s0.acc: 93.1855, s0.loss_bbox: 0.2703, s0.loss_mask: 0.3511, s1.loss_cls: 0.1058, s1.acc: 93.7286, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1621, s2.loss_cls: 0.0438, s2.acc: 94.7060, s2.loss_bbox: 0.0323, s2.loss_mask: 0.0751, loss: 1.5070 2024-03-09 08:00:54,079 - mmdet - INFO - Epoch [1][1550/7330] lr: 1.342e-05, eta: 4 days, 5:22:19, time: 1.399, data_time: 0.148, memory: 17088, loss_rpn_cls: 0.0747, loss_rpn_bbox: 0.0441, s0.loss_cls: 0.2539, s0.acc: 92.7425, s0.loss_bbox: 0.2840, s0.loss_mask: 0.3535, s1.loss_cls: 0.1137, s1.acc: 93.2428, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1639, s2.loss_cls: 0.0472, s2.acc: 94.2436, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0760, loss: 1.5621 2024-03-09 08:02:05,414 - mmdet - INFO - Epoch [1][1600/7330] lr: 1.342e-05, eta: 4 days, 5:26:00, time: 1.427, data_time: 0.179, memory: 17088, loss_rpn_cls: 0.0693, loss_rpn_bbox: 0.0432, s0.loss_cls: 0.2524, s0.acc: 92.9096, s0.loss_bbox: 0.2691, s0.loss_mask: 0.3508, s1.loss_cls: 0.1137, s1.acc: 93.3859, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1621, s2.loss_cls: 0.0470, s2.acc: 94.3944, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0749, loss: 1.5260 2024-03-09 08:03:16,260 - mmdet - INFO - Epoch [1][1650/7330] lr: 1.342e-05, eta: 4 days, 5:28:06, time: 1.417, data_time: 0.160, memory: 17088, loss_rpn_cls: 0.0717, loss_rpn_bbox: 0.0454, s0.loss_cls: 0.2562, s0.acc: 92.7261, s0.loss_bbox: 0.2825, s0.loss_mask: 0.3407, s1.loss_cls: 0.1148, s1.acc: 93.1920, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1565, s2.loss_cls: 0.0482, s2.acc: 94.0769, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0727, loss: 1.5385 2024-03-09 08:04:23,580 - mmdet - INFO - Epoch [1][1700/7330] lr: 1.342e-05, eta: 4 days, 5:20:57, time: 1.346, data_time: 0.141, memory: 17088, loss_rpn_cls: 0.0684, loss_rpn_bbox: 0.0413, s0.loss_cls: 0.2263, s0.acc: 93.4291, s0.loss_bbox: 0.2553, s0.loss_mask: 0.3463, s1.loss_cls: 0.1009, s1.acc: 93.9507, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1599, s2.loss_cls: 0.0430, s2.acc: 94.6895, s2.loss_bbox: 0.0339, s2.loss_mask: 0.0741, loss: 1.4523 2024-03-09 08:05:34,908 - mmdet - INFO - Epoch [1][1750/7330] lr: 1.342e-05, eta: 4 days, 5:24:09, time: 1.427, data_time: 0.137, memory: 17088, loss_rpn_cls: 0.0697, loss_rpn_bbox: 0.0425, s0.loss_cls: 0.2337, s0.acc: 93.3058, s0.loss_bbox: 0.2544, s0.loss_mask: 0.3363, s1.loss_cls: 0.1061, s1.acc: 93.6629, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1571, s2.loss_cls: 0.0458, s2.acc: 94.2733, s2.loss_bbox: 0.0349, s2.loss_mask: 0.0733, loss: 1.4590 2024-03-09 08:06:42,851 - mmdet - INFO - Epoch [1][1800/7330] lr: 1.342e-05, eta: 4 days, 5:18:54, time: 1.359, data_time: 0.137, memory: 17088, loss_rpn_cls: 0.0691, loss_rpn_bbox: 0.0425, s0.loss_cls: 0.2377, s0.acc: 93.1786, s0.loss_bbox: 0.2627, s0.loss_mask: 0.3365, s1.loss_cls: 0.1074, s1.acc: 93.5846, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1564, s2.loss_cls: 0.0458, s2.acc: 94.3555, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0723, loss: 1.4733 2024-03-09 08:07:52,508 - mmdet - INFO - Epoch [1][1850/7330] lr: 1.342e-05, eta: 4 days, 5:17:54, time: 1.393, data_time: 0.152, memory: 17088, loss_rpn_cls: 0.0750, loss_rpn_bbox: 0.0438, s0.loss_cls: 0.2364, s0.acc: 93.0781, s0.loss_bbox: 0.2657, s0.loss_mask: 0.3381, s1.loss_cls: 0.1083, s1.acc: 93.4155, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1554, s2.loss_cls: 0.0467, s2.acc: 94.1227, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0720, loss: 1.4873 2024-03-09 08:09:02,207 - mmdet - INFO - Epoch [1][1900/7330] lr: 1.342e-05, eta: 4 days, 5:17:00, time: 1.394, data_time: 0.159, memory: 17088, loss_rpn_cls: 0.0718, loss_rpn_bbox: 0.0403, s0.loss_cls: 0.2331, s0.acc: 93.2739, s0.loss_bbox: 0.2611, s0.loss_mask: 0.3393, s1.loss_cls: 0.1077, s1.acc: 93.5351, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1541, s2.loss_cls: 0.0463, s2.acc: 94.2237, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0705, loss: 1.4681 2024-03-09 08:10:10,340 - mmdet - INFO - Epoch [1][1950/7330] lr: 1.342e-05, eta: 4 days, 5:12:35, time: 1.363, data_time: 0.148, memory: 17088, loss_rpn_cls: 0.0682, loss_rpn_bbox: 0.0434, s0.loss_cls: 0.2338, s0.acc: 93.2070, s0.loss_bbox: 0.2689, s0.loss_mask: 0.3345, s1.loss_cls: 0.1066, s1.acc: 93.6277, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1522, s2.loss_cls: 0.0463, s2.acc: 94.1777, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0703, loss: 1.4745 2024-03-09 08:11:23,852 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-09 08:11:23,852 - mmdet - INFO - Epoch [1][2000/7330] lr: 1.342e-05, eta: 4 days, 5:20:04, time: 1.470, data_time: 0.180, memory: 17088, loss_rpn_cls: 0.0736, loss_rpn_bbox: 0.0434, s0.loss_cls: 0.2313, s0.acc: 93.3215, s0.loss_bbox: 0.2605, s0.loss_mask: 0.3366, s1.loss_cls: 0.1043, s1.acc: 93.7137, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1547, s2.loss_cls: 0.0450, s2.acc: 94.3854, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0722, loss: 1.4648 2024-03-09 08:12:34,388 - mmdet - INFO - Epoch [1][2050/7330] lr: 1.342e-05, eta: 4 days, 5:20:45, time: 1.410, data_time: 0.153, memory: 17088, loss_rpn_cls: 0.0623, loss_rpn_bbox: 0.0406, s0.loss_cls: 0.2102, s0.acc: 93.8096, s0.loss_bbox: 0.2420, s0.loss_mask: 0.3291, s1.loss_cls: 0.0979, s1.acc: 93.9706, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1523, s2.loss_cls: 0.0438, s2.acc: 94.4013, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0708, loss: 1.3897 2024-03-09 08:13:47,051 - mmdet - INFO - Epoch [1][2100/7330] lr: 1.342e-05, eta: 4 days, 5:25:50, time: 1.454, data_time: 0.193, memory: 17088, loss_rpn_cls: 0.0662, loss_rpn_bbox: 0.0416, s0.loss_cls: 0.2109, s0.acc: 93.7830, s0.loss_bbox: 0.2490, s0.loss_mask: 0.3330, s1.loss_cls: 0.0971, s1.acc: 94.0407, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1553, s2.loss_cls: 0.0433, s2.acc: 94.5348, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0723, loss: 1.4098 2024-03-09 08:14:52,728 - mmdet - INFO - Epoch [1][2150/7330] lr: 1.342e-05, eta: 4 days, 5:16:25, time: 1.313, data_time: 0.188, memory: 17088, loss_rpn_cls: 0.0660, loss_rpn_bbox: 0.0406, s0.loss_cls: 0.2156, s0.acc: 93.6562, s0.loss_bbox: 0.2519, s0.loss_mask: 0.3195, s1.loss_cls: 0.0978, s1.acc: 94.0086, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1478, s2.loss_cls: 0.0432, s2.acc: 94.5166, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0684, loss: 1.3924 2024-03-09 08:16:04,195 - mmdet - INFO - Epoch [1][2200/7330] lr: 1.342e-05, eta: 4 days, 5:18:52, time: 1.429, data_time: 0.141, memory: 17088, loss_rpn_cls: 0.0680, loss_rpn_bbox: 0.0432, s0.loss_cls: 0.2172, s0.acc: 93.5830, s0.loss_bbox: 0.2540, s0.loss_mask: 0.3309, s1.loss_cls: 0.0987, s1.acc: 93.9098, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1536, s2.loss_cls: 0.0438, s2.acc: 94.4250, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0705, loss: 1.4216 2024-03-09 08:17:08,501 - mmdet - INFO - Epoch [1][2250/7330] lr: 1.342e-05, eta: 4 days, 5:07:16, time: 1.286, data_time: 0.194, memory: 17088, loss_rpn_cls: 0.0660, loss_rpn_bbox: 0.0426, s0.loss_cls: 0.2144, s0.acc: 93.7383, s0.loss_bbox: 0.2462, s0.loss_mask: 0.3375, s1.loss_cls: 0.0971, s1.acc: 94.0508, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1564, s2.loss_cls: 0.0431, s2.acc: 94.4575, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0731, loss: 1.4148 2024-03-09 08:18:21,356 - mmdet - INFO - Epoch [1][2300/7330] lr: 1.342e-05, eta: 4 days, 5:12:20, time: 1.457, data_time: 0.162, memory: 17088, loss_rpn_cls: 0.0676, loss_rpn_bbox: 0.0420, s0.loss_cls: 0.2221, s0.acc: 93.4534, s0.loss_bbox: 0.2572, s0.loss_mask: 0.3204, s1.loss_cls: 0.1000, s1.acc: 93.8792, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1468, s2.loss_cls: 0.0443, s2.acc: 94.4843, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0677, loss: 1.4106 2024-03-09 08:19:35,840 - mmdet - INFO - Epoch [1][2350/7330] lr: 1.342e-05, eta: 4 days, 5:20:09, time: 1.490, data_time: 0.143, memory: 17088, loss_rpn_cls: 0.0672, loss_rpn_bbox: 0.0390, s0.loss_cls: 0.2244, s0.acc: 93.2773, s0.loss_bbox: 0.2638, s0.loss_mask: 0.3325, s1.loss_cls: 0.1024, s1.acc: 93.6044, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1539, s2.loss_cls: 0.0456, s2.acc: 94.1960, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0711, loss: 1.4483 2024-03-09 08:20:47,004 - mmdet - INFO - Epoch [1][2400/7330] lr: 1.342e-05, eta: 4 days, 5:21:34, time: 1.423, data_time: 0.170, memory: 17088, loss_rpn_cls: 0.0687, loss_rpn_bbox: 0.0418, s0.loss_cls: 0.2139, s0.acc: 93.5955, s0.loss_bbox: 0.2578, s0.loss_mask: 0.3314, s1.loss_cls: 0.0980, s1.acc: 93.9060, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1538, s2.loss_cls: 0.0434, s2.acc: 94.3837, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0708, loss: 1.4234 2024-03-09 08:21:56,963 - mmdet - INFO - Epoch [1][2450/7330] lr: 1.342e-05, eta: 4 days, 5:20:44, time: 1.399, data_time: 0.129, memory: 17088, loss_rpn_cls: 0.0644, loss_rpn_bbox: 0.0393, s0.loss_cls: 0.2031, s0.acc: 93.7993, s0.loss_bbox: 0.2471, s0.loss_mask: 0.3143, s1.loss_cls: 0.0921, s1.acc: 94.1766, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1450, s2.loss_cls: 0.0411, s2.acc: 94.6408, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0671, loss: 1.3542 2024-03-09 08:23:06,052 - mmdet - INFO - Epoch [1][2500/7330] lr: 1.342e-05, eta: 4 days, 5:18:22, time: 1.382, data_time: 0.130, memory: 17088, loss_rpn_cls: 0.0668, loss_rpn_bbox: 0.0422, s0.loss_cls: 0.2116, s0.acc: 93.7571, s0.loss_bbox: 0.2444, s0.loss_mask: 0.3207, s1.loss_cls: 0.0960, s1.acc: 94.0823, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1492, s2.loss_cls: 0.0431, s2.acc: 94.4910, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0697, loss: 1.3813 2024-03-09 08:24:17,522 - mmdet - INFO - Epoch [1][2550/7330] lr: 1.342e-05, eta: 4 days, 5:20:07, time: 1.429, data_time: 0.154, memory: 17088, loss_rpn_cls: 0.0644, loss_rpn_bbox: 0.0412, s0.loss_cls: 0.2186, s0.acc: 93.4814, s0.loss_bbox: 0.2555, s0.loss_mask: 0.3325, s1.loss_cls: 0.1022, s1.acc: 93.6511, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1548, s2.loss_cls: 0.0457, s2.acc: 94.1665, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0717, loss: 1.4305 2024-03-09 08:25:29,507 - mmdet - INFO - Epoch [1][2600/7330] lr: 1.342e-05, eta: 4 days, 5:22:36, time: 1.440, data_time: 0.184, memory: 17088, loss_rpn_cls: 0.0650, loss_rpn_bbox: 0.0422, s0.loss_cls: 0.2128, s0.acc: 93.5708, s0.loss_bbox: 0.2559, s0.loss_mask: 0.3266, s1.loss_cls: 0.0981, s1.acc: 93.8398, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1503, s2.loss_cls: 0.0440, s2.acc: 94.3062, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0691, loss: 1.4081 2024-03-09 08:26:37,010 - mmdet - INFO - Epoch [1][2650/7330] lr: 1.342e-05, eta: 4 days, 5:17:36, time: 1.350, data_time: 0.114, memory: 17088, loss_rpn_cls: 0.0633, loss_rpn_bbox: 0.0399, s0.loss_cls: 0.1991, s0.acc: 93.9595, s0.loss_bbox: 0.2416, s0.loss_mask: 0.3159, s1.loss_cls: 0.0932, s1.acc: 94.1509, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1472, s2.loss_cls: 0.0423, s2.acc: 94.4708, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0680, loss: 1.3493 2024-03-09 08:27:47,243 - mmdet - INFO - Epoch [1][2700/7330] lr: 1.342e-05, eta: 4 days, 5:17:09, time: 1.405, data_time: 0.167, memory: 17088, loss_rpn_cls: 0.0628, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.2085, s0.acc: 93.8752, s0.loss_bbox: 0.2376, s0.loss_mask: 0.3200, s1.loss_cls: 0.0956, s1.acc: 94.1557, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1478, s2.loss_cls: 0.0429, s2.acc: 94.5205, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0685, loss: 1.3594 2024-03-09 08:28:56,315 - mmdet - INFO - Epoch [1][2750/7330] lr: 1.342e-05, eta: 4 days, 5:14:49, time: 1.381, data_time: 0.146, memory: 17088, loss_rpn_cls: 0.0644, loss_rpn_bbox: 0.0406, s0.loss_cls: 0.2103, s0.acc: 93.7786, s0.loss_bbox: 0.2480, s0.loss_mask: 0.3161, s1.loss_cls: 0.0966, s1.acc: 94.0663, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1468, s2.loss_cls: 0.0436, s2.acc: 94.3931, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0675, loss: 1.3750 2024-03-09 08:30:06,849 - mmdet - INFO - Epoch [1][2800/7330] lr: 1.342e-05, eta: 4 days, 5:14:49, time: 1.411, data_time: 0.170, memory: 17088, loss_rpn_cls: 0.0605, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.2054, s0.acc: 93.7871, s0.loss_bbox: 0.2465, s0.loss_mask: 0.3229, s1.loss_cls: 0.0955, s1.acc: 93.9516, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1475, s2.loss_cls: 0.0439, s2.acc: 94.2675, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0686, loss: 1.3705 2024-03-09 08:31:18,050 - mmdet - INFO - Epoch [1][2850/7330] lr: 1.342e-05, eta: 4 days, 5:15:47, time: 1.424, data_time: 0.136, memory: 17088, loss_rpn_cls: 0.0662, loss_rpn_bbox: 0.0419, s0.loss_cls: 0.2063, s0.acc: 93.6914, s0.loss_bbox: 0.2572, s0.loss_mask: 0.3212, s1.loss_cls: 0.0946, s1.acc: 94.0621, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1502, s2.loss_cls: 0.0441, s2.acc: 94.2325, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0691, loss: 1.3991 2024-03-09 08:32:32,694 - mmdet - INFO - Epoch [1][2900/7330] lr: 1.342e-05, eta: 4 days, 5:21:50, time: 1.493, data_time: 0.213, memory: 17088, loss_rpn_cls: 0.0663, loss_rpn_bbox: 0.0413, s0.loss_cls: 0.2080, s0.acc: 93.7700, s0.loss_bbox: 0.2467, s0.loss_mask: 0.3179, s1.loss_cls: 0.0964, s1.acc: 93.9736, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1498, s2.loss_cls: 0.0442, s2.acc: 94.2713, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0696, loss: 1.3827 2024-03-09 08:33:43,210 - mmdet - INFO - Epoch [1][2950/7330] lr: 1.342e-05, eta: 4 days, 5:21:34, time: 1.410, data_time: 0.151, memory: 17088, loss_rpn_cls: 0.0667, loss_rpn_bbox: 0.0442, s0.loss_cls: 0.2163, s0.acc: 93.4353, s0.loss_bbox: 0.2578, s0.loss_mask: 0.3154, s1.loss_cls: 0.1001, s1.acc: 93.7504, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1471, s2.loss_cls: 0.0459, s2.acc: 94.0603, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0676, loss: 1.4099 2024-03-09 08:34:49,213 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-09 08:34:49,213 - mmdet - INFO - Epoch [1][3000/7330] lr: 1.342e-05, eta: 4 days, 5:14:42, time: 1.320, data_time: 0.154, memory: 17088, loss_rpn_cls: 0.0635, loss_rpn_bbox: 0.0407, s0.loss_cls: 0.1990, s0.acc: 93.9834, s0.loss_bbox: 0.2394, s0.loss_mask: 0.3210, s1.loss_cls: 0.0912, s1.acc: 94.3199, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1491, s2.loss_cls: 0.0422, s2.acc: 94.4745, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0692, loss: 1.3507 2024-03-09 08:35:59,330 - mmdet - INFO - Epoch [1][3050/7330] lr: 1.342e-05, eta: 4 days, 5:13:55, time: 1.403, data_time: 0.131, memory: 17088, loss_rpn_cls: 0.0663, loss_rpn_bbox: 0.0404, s0.loss_cls: 0.2052, s0.acc: 93.7891, s0.loss_bbox: 0.2440, s0.loss_mask: 0.3130, s1.loss_cls: 0.0951, s1.acc: 94.0438, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1466, s2.loss_cls: 0.0430, s2.acc: 94.4623, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0673, loss: 1.3582 2024-03-09 08:37:06,604 - mmdet - INFO - Epoch [1][3100/7330] lr: 1.342e-05, eta: 4 days, 5:09:08, time: 1.345, data_time: 0.144, memory: 17088, loss_rpn_cls: 0.0615, loss_rpn_bbox: 0.0400, s0.loss_cls: 0.1902, s0.acc: 94.1729, s0.loss_bbox: 0.2415, s0.loss_mask: 0.3136, s1.loss_cls: 0.0873, s1.acc: 94.4810, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1467, s2.loss_cls: 0.0399, s2.acc: 94.6791, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0671, loss: 1.3257 2024-03-09 08:38:19,610 - mmdet - INFO - Epoch [1][3150/7330] lr: 1.342e-05, eta: 4 days, 5:12:22, time: 1.460, data_time: 0.184, memory: 17088, loss_rpn_cls: 0.0607, loss_rpn_bbox: 0.0386, s0.loss_cls: 0.1949, s0.acc: 94.0864, s0.loss_bbox: 0.2375, s0.loss_mask: 0.3231, s1.loss_cls: 0.0901, s1.acc: 94.3007, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1492, s2.loss_cls: 0.0410, s2.acc: 94.6302, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0689, loss: 1.3372 2024-03-09 08:39:28,967 - mmdet - INFO - Epoch [1][3200/7330] lr: 1.342e-05, eta: 4 days, 5:10:30, time: 1.387, data_time: 0.154, memory: 17088, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0398, s0.loss_cls: 0.2038, s0.acc: 93.7432, s0.loss_bbox: 0.2470, s0.loss_mask: 0.3030, s1.loss_cls: 0.0938, s1.acc: 94.0877, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1403, s2.loss_cls: 0.0429, s2.acc: 94.4003, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0644, loss: 1.3373 2024-03-09 08:40:36,600 - mmdet - INFO - Epoch [1][3250/7330] lr: 1.342e-05, eta: 4 days, 5:06:21, time: 1.353, data_time: 0.181, memory: 17088, loss_rpn_cls: 0.0629, loss_rpn_bbox: 0.0408, s0.loss_cls: 0.1945, s0.acc: 94.1082, s0.loss_bbox: 0.2397, s0.loss_mask: 0.3093, s1.loss_cls: 0.0887, s1.acc: 94.4478, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1429, s2.loss_cls: 0.0411, s2.acc: 94.7033, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0656, loss: 1.3230 2024-03-09 08:41:47,151 - mmdet - INFO - Epoch [1][3300/7330] lr: 1.342e-05, eta: 4 days, 5:06:07, time: 1.411, data_time: 0.155, memory: 17088, loss_rpn_cls: 0.0628, loss_rpn_bbox: 0.0389, s0.loss_cls: 0.1883, s0.acc: 94.1672, s0.loss_bbox: 0.2326, s0.loss_mask: 0.3164, s1.loss_cls: 0.0868, s1.acc: 94.4003, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1461, s2.loss_cls: 0.0401, s2.acc: 94.6209, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0673, loss: 1.3108 2024-03-09 08:42:58,175 - mmdet - INFO - Epoch [1][3350/7330] lr: 1.342e-05, eta: 4 days, 5:06:31, time: 1.421, data_time: 0.149, memory: 17088, loss_rpn_cls: 0.0663, loss_rpn_bbox: 0.0383, s0.loss_cls: 0.1924, s0.acc: 94.0647, s0.loss_bbox: 0.2368, s0.loss_mask: 0.3071, s1.loss_cls: 0.0874, s1.acc: 94.3964, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1424, s2.loss_cls: 0.0408, s2.acc: 94.5612, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0661, loss: 1.3126 2024-03-09 08:44:04,862 - mmdet - INFO - Epoch [1][3400/7330] lr: 1.342e-05, eta: 4 days, 5:01:18, time: 1.334, data_time: 0.144, memory: 17088, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.1891, s0.acc: 94.2156, s0.loss_bbox: 0.2389, s0.loss_mask: 0.3098, s1.loss_cls: 0.0872, s1.acc: 94.4949, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1449, s2.loss_cls: 0.0396, s2.acc: 94.7557, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0669, loss: 1.3077 2024-03-09 08:45:14,970 - mmdet - INFO - Epoch [1][3450/7330] lr: 1.342e-05, eta: 4 days, 5:00:31, time: 1.402, data_time: 0.173, memory: 17088, loss_rpn_cls: 0.0632, loss_rpn_bbox: 0.0418, s0.loss_cls: 0.1895, s0.acc: 94.2056, s0.loss_bbox: 0.2408, s0.loss_mask: 0.3156, s1.loss_cls: 0.0861, s1.acc: 94.4650, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1478, s2.loss_cls: 0.0399, s2.acc: 94.7462, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0684, loss: 1.3316 2024-03-09 08:46:28,334 - mmdet - INFO - Epoch [1][3500/7330] lr: 1.342e-05, eta: 4 days, 5:03:45, time: 1.467, data_time: 0.134, memory: 17088, loss_rpn_cls: 0.0635, loss_rpn_bbox: 0.0384, s0.loss_cls: 0.1935, s0.acc: 94.1030, s0.loss_bbox: 0.2404, s0.loss_mask: 0.3116, s1.loss_cls: 0.0909, s1.acc: 94.2835, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1447, s2.loss_cls: 0.0421, s2.acc: 94.5815, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0661, loss: 1.3268 2024-03-09 08:47:34,149 - mmdet - INFO - Epoch [1][3550/7330] lr: 1.342e-05, eta: 4 days, 4:57:39, time: 1.316, data_time: 0.139, memory: 17088, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0391, s0.loss_cls: 0.1972, s0.acc: 94.0615, s0.loss_bbox: 0.2430, s0.loss_mask: 0.3153, s1.loss_cls: 0.0895, s1.acc: 94.3626, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1478, s2.loss_cls: 0.0412, s2.acc: 94.5479, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0685, loss: 1.3363 2024-03-09 08:48:42,805 - mmdet - INFO - Epoch [1][3600/7330] lr: 1.342e-05, eta: 4 days, 4:55:05, time: 1.373, data_time: 0.132, memory: 17088, loss_rpn_cls: 0.0650, loss_rpn_bbox: 0.0396, s0.loss_cls: 0.1815, s0.acc: 94.4270, s0.loss_bbox: 0.2237, s0.loss_mask: 0.3071, s1.loss_cls: 0.0844, s1.acc: 94.5981, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1432, s2.loss_cls: 0.0394, s2.acc: 94.8665, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0659, loss: 1.2801 2024-03-09 08:49:55,491 - mmdet - INFO - Epoch [1][3650/7330] lr: 1.342e-05, eta: 4 days, 4:57:22, time: 1.454, data_time: 0.202, memory: 17088, loss_rpn_cls: 0.0647, loss_rpn_bbox: 0.0407, s0.loss_cls: 0.1959, s0.acc: 93.9688, s0.loss_bbox: 0.2444, s0.loss_mask: 0.3204, s1.loss_cls: 0.0907, s1.acc: 94.1639, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1477, s2.loss_cls: 0.0418, s2.acc: 94.4555, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0685, loss: 1.3535 2024-03-09 08:51:10,387 - mmdet - INFO - Epoch [1][3700/7330] lr: 1.342e-05, eta: 4 days, 5:02:08, time: 1.498, data_time: 0.155, memory: 17088, loss_rpn_cls: 0.0641, loss_rpn_bbox: 0.0405, s0.loss_cls: 0.2034, s0.acc: 93.8950, s0.loss_bbox: 0.2451, s0.loss_mask: 0.3093, s1.loss_cls: 0.0926, s1.acc: 94.2073, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1422, s2.loss_cls: 0.0431, s2.acc: 94.4351, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0651, loss: 1.3446 2024-03-09 08:52:21,083 - mmdet - INFO - Epoch [1][3750/7330] lr: 1.342e-05, eta: 4 days, 5:01:54, time: 1.414, data_time: 0.157, memory: 17088, loss_rpn_cls: 0.0592, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.1910, s0.acc: 94.1804, s0.loss_bbox: 0.2376, s0.loss_mask: 0.3028, s1.loss_cls: 0.0875, s1.acc: 94.4787, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1417, s2.loss_cls: 0.0408, s2.acc: 94.6193, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0652, loss: 1.3000 2024-03-09 08:53:27,939 - mmdet - INFO - Epoch [1][3800/7330] lr: 1.342e-05, eta: 4 days, 4:57:15, time: 1.337, data_time: 0.151, memory: 17088, loss_rpn_cls: 0.0602, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.1833, s0.acc: 94.3069, s0.loss_bbox: 0.2306, s0.loss_mask: 0.3014, s1.loss_cls: 0.0846, s1.acc: 94.5519, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1411, s2.loss_cls: 0.0391, s2.acc: 94.7669, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0652, loss: 1.2742 2024-03-09 08:54:40,067 - mmdet - INFO - Epoch [1][3850/7330] lr: 1.342e-05, eta: 4 days, 4:58:37, time: 1.443, data_time: 0.192, memory: 17088, loss_rpn_cls: 0.0604, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.1917, s0.acc: 94.1169, s0.loss_bbox: 0.2416, s0.loss_mask: 0.3065, s1.loss_cls: 0.0883, s1.acc: 94.4342, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1426, s2.loss_cls: 0.0413, s2.acc: 94.5234, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0659, loss: 1.3150 2024-03-09 08:55:49,978 - mmdet - INFO - Epoch [1][3900/7330] lr: 1.342e-05, eta: 4 days, 4:57:28, time: 1.398, data_time: 0.153, memory: 17088, loss_rpn_cls: 0.0617, loss_rpn_bbox: 0.0394, s0.loss_cls: 0.1972, s0.acc: 93.9377, s0.loss_bbox: 0.2432, s0.loss_mask: 0.3076, s1.loss_cls: 0.0921, s1.acc: 94.1956, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1424, s2.loss_cls: 0.0427, s2.acc: 94.3530, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0652, loss: 1.3308 2024-03-09 08:56:59,652 - mmdet - INFO - Epoch [1][3950/7330] lr: 1.342e-05, eta: 4 days, 4:56:03, time: 1.393, data_time: 0.161, memory: 17088, loss_rpn_cls: 0.0564, loss_rpn_bbox: 0.0382, s0.loss_cls: 0.1932, s0.acc: 94.1084, s0.loss_bbox: 0.2395, s0.loss_mask: 0.3088, s1.loss_cls: 0.0875, s1.acc: 94.4350, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1425, s2.loss_cls: 0.0406, s2.acc: 94.6214, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0652, loss: 1.3101 2024-03-09 08:58:10,012 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-09 08:58:10,013 - mmdet - INFO - Epoch [1][4000/7330] lr: 1.342e-05, eta: 4 days, 4:55:24, time: 1.407, data_time: 0.167, memory: 17088, loss_rpn_cls: 0.0620, loss_rpn_bbox: 0.0389, s0.loss_cls: 0.1939, s0.acc: 94.2170, s0.loss_bbox: 0.2278, s0.loss_mask: 0.3083, s1.loss_cls: 0.0889, s1.acc: 94.4719, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1441, s2.loss_cls: 0.0405, s2.acc: 94.7203, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0664, loss: 1.2996 2024-03-09 08:59:20,735 - mmdet - INFO - Epoch [1][4050/7330] lr: 1.342e-05, eta: 4 days, 4:55:06, time: 1.414, data_time: 0.157, memory: 17088, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0384, s0.loss_cls: 0.1921, s0.acc: 94.1082, s0.loss_bbox: 0.2402, s0.loss_mask: 0.3043, s1.loss_cls: 0.0874, s1.acc: 94.4396, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1419, s2.loss_cls: 0.0410, s2.acc: 94.4992, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0659, loss: 1.3093 2024-03-09 09:00:27,654 - mmdet - INFO - Epoch [1][4100/7330] lr: 1.342e-05, eta: 4 days, 4:50:47, time: 1.338, data_time: 0.148, memory: 17088, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0383, s0.loss_cls: 0.1932, s0.acc: 94.0376, s0.loss_bbox: 0.2387, s0.loss_mask: 0.3093, s1.loss_cls: 0.0892, s1.acc: 94.3261, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1441, s2.loss_cls: 0.0413, s2.acc: 94.5129, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0667, loss: 1.3164 2024-03-09 09:01:40,507 - mmdet - INFO - Epoch [1][4150/7330] lr: 1.342e-05, eta: 4 days, 4:52:43, time: 1.457, data_time: 0.133, memory: 17088, loss_rpn_cls: 0.0582, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.1896, s0.acc: 94.3289, s0.loss_bbox: 0.2269, s0.loss_mask: 0.3072, s1.loss_cls: 0.0896, s1.acc: 94.4485, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1437, s2.loss_cls: 0.0415, s2.acc: 94.6172, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0666, loss: 1.2915 2024-03-09 09:02:54,840 - mmdet - INFO - Epoch [1][4200/7330] lr: 1.342e-05, eta: 4 days, 4:56:06, time: 1.487, data_time: 0.198, memory: 17088, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0383, s0.loss_cls: 0.1794, s0.acc: 94.5046, s0.loss_bbox: 0.2263, s0.loss_mask: 0.3054, s1.loss_cls: 0.0832, s1.acc: 94.7485, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1421, s2.loss_cls: 0.0394, s2.acc: 94.8471, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0659, loss: 1.2706 2024-03-09 09:04:07,867 - mmdet - INFO - Epoch [1][4250/7330] lr: 1.342e-05, eta: 4 days, 4:58:03, time: 1.460, data_time: 0.112, memory: 17088, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.1901, s0.acc: 94.2346, s0.loss_bbox: 0.2319, s0.loss_mask: 0.3049, s1.loss_cls: 0.0885, s1.acc: 94.4056, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1418, s2.loss_cls: 0.0415, s2.acc: 94.5768, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0647, loss: 1.2926 2024-03-09 09:05:19,029 - mmdet - INFO - Epoch [1][4300/7330] lr: 1.342e-05, eta: 4 days, 4:58:03, time: 1.423, data_time: 0.208, memory: 17088, loss_rpn_cls: 0.0592, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.1688, s0.acc: 94.7256, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2966, s1.loss_cls: 0.0787, s1.acc: 94.9318, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1384, s2.loss_cls: 0.0371, s2.acc: 95.0283, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0637, loss: 1.2194 2024-03-09 09:06:27,703 - mmdet - INFO - Epoch [1][4350/7330] lr: 1.342e-05, eta: 4 days, 4:55:34, time: 1.374, data_time: 0.145, memory: 17088, loss_rpn_cls: 0.0634, loss_rpn_bbox: 0.0385, s0.loss_cls: 0.1861, s0.acc: 94.3706, s0.loss_bbox: 0.2238, s0.loss_mask: 0.3069, s1.loss_cls: 0.0865, s1.acc: 94.5814, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1429, s2.loss_cls: 0.0404, s2.acc: 94.7072, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0657, loss: 1.2824 2024-03-09 09:07:37,748 - mmdet - INFO - Epoch [1][4400/7330] lr: 1.342e-05, eta: 4 days, 4:54:25, time: 1.401, data_time: 0.207, memory: 17088, loss_rpn_cls: 0.0593, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.1899, s0.acc: 94.2773, s0.loss_bbox: 0.2331, s0.loss_mask: 0.3069, s1.loss_cls: 0.0867, s1.acc: 94.5738, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1400, s2.loss_cls: 0.0404, s2.acc: 94.7124, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0636, loss: 1.2890 2024-03-09 09:08:51,287 - mmdet - INFO - Epoch [1][4450/7330] lr: 1.342e-05, eta: 4 days, 4:56:42, time: 1.471, data_time: 0.163, memory: 17088, loss_rpn_cls: 0.0657, loss_rpn_bbox: 0.0404, s0.loss_cls: 0.1867, s0.acc: 94.1611, s0.loss_bbox: 0.2370, s0.loss_mask: 0.3112, s1.loss_cls: 0.0874, s1.acc: 94.2521, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1436, s2.loss_cls: 0.0412, s2.acc: 94.3597, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0667, loss: 1.3159 2024-03-09 09:10:00,352 - mmdet - INFO - Epoch [1][4500/7330] lr: 1.342e-05, eta: 4 days, 4:54:36, time: 1.382, data_time: 0.134, memory: 17088, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.1830, s0.acc: 94.3047, s0.loss_bbox: 0.2253, s0.loss_mask: 0.3021, s1.loss_cls: 0.0856, s1.acc: 94.5085, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1426, s2.loss_cls: 0.0397, s2.acc: 94.6699, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0665, loss: 1.2689 2024-03-09 09:11:06,341 - mmdet - INFO - Epoch [1][4550/7330] lr: 1.342e-05, eta: 4 days, 4:49:36, time: 1.320, data_time: 0.147, memory: 17088, loss_rpn_cls: 0.0589, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.1770, s0.acc: 94.4604, s0.loss_bbox: 0.2244, s0.loss_mask: 0.3053, s1.loss_cls: 0.0803, s1.acc: 94.7560, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1405, s2.loss_cls: 0.0379, s2.acc: 94.9150, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0640, loss: 1.2523 2024-03-09 09:12:16,843 - mmdet - INFO - Epoch [1][4600/7330] lr: 1.342e-05, eta: 4 days, 4:48:55, time: 1.410, data_time: 0.187, memory: 17088, loss_rpn_cls: 0.0638, loss_rpn_bbox: 0.0402, s0.loss_cls: 0.1882, s0.acc: 94.1794, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2947, s1.loss_cls: 0.0857, s1.acc: 94.5504, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1373, s2.loss_cls: 0.0398, s2.acc: 94.7843, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0636, loss: 1.2952 2024-03-09 09:13:27,659 - mmdet - INFO - Epoch [1][4650/7330] lr: 1.342e-05, eta: 4 days, 4:48:32, time: 1.416, data_time: 0.125, memory: 17088, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.0376, s0.loss_cls: 0.1781, s0.acc: 94.4348, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2996, s1.loss_cls: 0.0826, s1.acc: 94.6945, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1382, s2.loss_cls: 0.0391, s2.acc: 94.8093, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0637, loss: 1.2619 2024-03-09 09:14:37,031 - mmdet - INFO - Epoch [1][4700/7330] lr: 1.342e-05, eta: 4 days, 4:46:47, time: 1.387, data_time: 0.136, memory: 17088, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.1782, s0.acc: 94.5459, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2969, s1.loss_cls: 0.0820, s1.acc: 94.7917, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1395, s2.loss_cls: 0.0384, s2.acc: 94.9004, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0645, loss: 1.2457 2024-03-09 09:15:43,372 - mmdet - INFO - Epoch [1][4750/7330] lr: 1.342e-05, eta: 4 days, 4:42:18, time: 1.327, data_time: 0.130, memory: 17088, loss_rpn_cls: 0.0607, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.1879, s0.acc: 94.2231, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2998, s1.loss_cls: 0.0873, s1.acc: 94.4643, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1408, s2.loss_cls: 0.0411, s2.acc: 94.5078, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0650, loss: 1.2928 2024-03-09 09:16:54,167 - mmdet - INFO - Epoch [1][4800/7330] lr: 1.342e-05, eta: 4 days, 4:41:53, time: 1.416, data_time: 0.178, memory: 17088, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.1721, s0.acc: 94.6794, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2974, s1.loss_cls: 0.0793, s1.acc: 94.8736, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1376, s2.loss_cls: 0.0373, s2.acc: 95.0624, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0635, loss: 1.2258 2024-03-09 09:18:05,732 - mmdet - INFO - Epoch [1][4850/7330] lr: 1.342e-05, eta: 4 days, 4:42:09, time: 1.431, data_time: 0.137, memory: 17088, loss_rpn_cls: 0.0597, loss_rpn_bbox: 0.0391, s0.loss_cls: 0.1806, s0.acc: 94.3218, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2981, s1.loss_cls: 0.0843, s1.acc: 94.5500, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1398, s2.loss_cls: 0.0403, s2.acc: 94.5448, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0646, loss: 1.2764 2024-03-09 09:19:12,972 - mmdet - INFO - Epoch [1][4900/7330] lr: 1.342e-05, eta: 4 days, 4:38:33, time: 1.345, data_time: 0.148, memory: 17088, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.1809, s0.acc: 94.3975, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2964, s1.loss_cls: 0.0842, s1.acc: 94.5883, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1378, s2.loss_cls: 0.0400, s2.acc: 94.7541, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0643, loss: 1.2496 2024-03-09 09:20:22,858 - mmdet - INFO - Epoch [1][4950/7330] lr: 1.342e-05, eta: 4 days, 4:37:21, time: 1.398, data_time: 0.151, memory: 17088, loss_rpn_cls: 0.0533, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.1675, s0.acc: 94.7747, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2868, s1.loss_cls: 0.0778, s1.acc: 94.9628, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1345, s2.loss_cls: 0.0367, s2.acc: 95.0206, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0630, loss: 1.1985 2024-03-09 09:21:31,558 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-09 09:21:31,558 - mmdet - INFO - Epoch [1][5000/7330] lr: 1.342e-05, eta: 4 days, 4:35:06, time: 1.374, data_time: 0.177, memory: 17088, loss_rpn_cls: 0.0616, loss_rpn_bbox: 0.0395, s0.loss_cls: 0.1787, s0.acc: 94.4094, s0.loss_bbox: 0.2297, s0.loss_mask: 0.3087, s1.loss_cls: 0.0826, s1.acc: 94.6422, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1432, s2.loss_cls: 0.0378, s2.acc: 94.9413, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0656, loss: 1.2777 2024-03-09 09:22:44,267 - mmdet - INFO - Epoch [1][5050/7330] lr: 1.342e-05, eta: 4 days, 4:36:17, time: 1.454, data_time: 0.147, memory: 17088, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.1756, s0.acc: 94.5793, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2974, s1.loss_cls: 0.0807, s1.acc: 94.8298, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1393, s2.loss_cls: 0.0378, s2.acc: 95.0242, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0643, loss: 1.2360 2024-03-09 09:23:57,602 - mmdet - INFO - Epoch [1][5100/7330] lr: 1.342e-05, eta: 4 days, 4:37:59, time: 1.467, data_time: 0.196, memory: 17088, loss_rpn_cls: 0.0646, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.1832, s0.acc: 94.3198, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2983, s1.loss_cls: 0.0837, s1.acc: 94.6242, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1391, s2.loss_cls: 0.0396, s2.acc: 94.7358, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0640, loss: 1.2714 2024-03-09 09:25:07,075 - mmdet - INFO - Epoch [1][5150/7330] lr: 1.342e-05, eta: 4 days, 4:36:23, time: 1.389, data_time: 0.158, memory: 17088, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.1747, s0.acc: 94.5859, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2972, s1.loss_cls: 0.0796, s1.acc: 94.9099, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1394, s2.loss_cls: 0.0374, s2.acc: 95.0071, s2.loss_bbox: 0.0349, s2.loss_mask: 0.0642, loss: 1.2409 2024-03-09 09:26:18,605 - mmdet - INFO - Epoch [1][5200/7330] lr: 1.342e-05, eta: 4 days, 4:36:29, time: 1.431, data_time: 0.121, memory: 17088, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.1770, s0.acc: 94.4502, s0.loss_bbox: 0.2329, s0.loss_mask: 0.3020, s1.loss_cls: 0.0810, s1.acc: 94.8456, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1402, s2.loss_cls: 0.0383, s2.acc: 94.8557, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0650, loss: 1.2661 2024-03-09 09:27:27,204 - mmdet - INFO - Epoch [1][5250/7330] lr: 1.342e-05, eta: 4 days, 4:34:10, time: 1.372, data_time: 0.137, memory: 17088, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.1750, s0.acc: 94.4836, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2903, s1.loss_cls: 0.0809, s1.acc: 94.7022, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1356, s2.loss_cls: 0.0383, s2.acc: 94.8599, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0628, loss: 1.2327 2024-03-09 09:28:34,123 - mmdet - INFO - Epoch [1][5300/7330] lr: 1.342e-05, eta: 4 days, 4:30:30, time: 1.338, data_time: 0.149, memory: 17088, loss_rpn_cls: 0.0576, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.1860, s0.acc: 94.1650, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2909, s1.loss_cls: 0.0860, s1.acc: 94.5064, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1373, s2.loss_cls: 0.0405, s2.acc: 94.6356, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0630, loss: 1.2682 2024-03-09 09:29:42,761 - mmdet - INFO - Epoch [1][5350/7330] lr: 1.342e-05, eta: 4 days, 4:28:16, time: 1.373, data_time: 0.196, memory: 17088, loss_rpn_cls: 0.0571, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.1789, s0.acc: 94.4180, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2885, s1.loss_cls: 0.0846, s1.acc: 94.5888, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1330, s2.loss_cls: 0.0398, s2.acc: 94.6641, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0619, loss: 1.2380 2024-03-09 09:30:54,068 - mmdet - INFO - Epoch [1][5400/7330] lr: 1.342e-05, eta: 4 days, 4:28:10, time: 1.426, data_time: 0.146, memory: 17088, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.1813, s0.acc: 94.3940, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2992, s1.loss_cls: 0.0842, s1.acc: 94.6813, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1383, s2.loss_cls: 0.0393, s2.acc: 94.8073, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0639, loss: 1.2590 2024-03-09 09:32:04,315 - mmdet - INFO - Epoch [1][5450/7330] lr: 1.342e-05, eta: 4 days, 4:27:14, time: 1.405, data_time: 0.119, memory: 17088, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0383, s0.loss_cls: 0.1827, s0.acc: 94.3357, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2899, s1.loss_cls: 0.0839, s1.acc: 94.5954, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1342, s2.loss_cls: 0.0390, s2.acc: 94.7866, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0619, loss: 1.2435 2024-03-09 09:33:17,947 - mmdet - INFO - Epoch [1][5500/7330] lr: 1.342e-05, eta: 4 days, 4:28:56, time: 1.473, data_time: 0.170, memory: 17088, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0384, s0.loss_cls: 0.1764, s0.acc: 94.5278, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2987, s1.loss_cls: 0.0815, s1.acc: 94.8046, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1382, s2.loss_cls: 0.0389, s2.acc: 94.8034, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0632, loss: 1.2456 2024-03-09 09:34:32,751 - mmdet - INFO - Epoch [1][5550/7330] lr: 1.342e-05, eta: 4 days, 4:31:30, time: 1.496, data_time: 0.173, memory: 17088, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.1820, s0.acc: 94.2791, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2841, s1.loss_cls: 0.0848, s1.acc: 94.4721, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1314, s2.loss_cls: 0.0397, s2.acc: 94.6023, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0606, loss: 1.2385 2024-03-09 09:35:45,167 - mmdet - INFO - Epoch [1][5600/7330] lr: 1.342e-05, eta: 4 days, 4:32:09, time: 1.448, data_time: 0.173, memory: 17088, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.1775, s0.acc: 94.4304, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2902, s1.loss_cls: 0.0844, s1.acc: 94.5324, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1350, s2.loss_cls: 0.0403, s2.acc: 94.5347, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0618, loss: 1.2428 2024-03-09 09:36:50,849 - mmdet - INFO - Epoch [1][5650/7330] lr: 1.342e-05, eta: 4 days, 4:27:38, time: 1.313, data_time: 0.158, memory: 17088, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0397, s0.loss_cls: 0.1843, s0.acc: 94.3015, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2965, s1.loss_cls: 0.0846, s1.acc: 94.6106, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1408, s2.loss_cls: 0.0400, s2.acc: 94.6414, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0659, loss: 1.2785 2024-03-09 09:38:00,584 - mmdet - INFO - Epoch [1][5700/7330] lr: 1.342e-05, eta: 4 days, 4:26:15, time: 1.395, data_time: 0.168, memory: 17088, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.1748, s0.acc: 94.6155, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2944, s1.loss_cls: 0.0825, s1.acc: 94.7513, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1379, s2.loss_cls: 0.0397, s2.acc: 94.7414, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0639, loss: 1.2368 2024-03-09 09:39:09,068 - mmdet - INFO - Epoch [1][5750/7330] lr: 1.342e-05, eta: 4 days, 4:23:56, time: 1.369, data_time: 0.140, memory: 17088, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0376, s0.loss_cls: 0.1799, s0.acc: 94.3899, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2983, s1.loss_cls: 0.0830, s1.acc: 94.6091, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1391, s2.loss_cls: 0.0390, s2.acc: 94.8299, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0645, loss: 1.2628 2024-03-09 09:40:19,899 - mmdet - INFO - Epoch [1][5800/7330] lr: 1.342e-05, eta: 4 days, 4:23:23, time: 1.417, data_time: 0.157, memory: 17088, loss_rpn_cls: 0.0595, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.1814, s0.acc: 94.3506, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2887, s1.loss_cls: 0.0830, s1.acc: 94.7017, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1335, s2.loss_cls: 0.0390, s2.acc: 94.8633, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0608, loss: 1.2412 2024-03-09 09:41:29,288 - mmdet - INFO - Epoch [1][5850/7330] lr: 1.342e-05, eta: 4 days, 4:21:45, time: 1.388, data_time: 0.126, memory: 17088, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.1811, s0.acc: 94.3928, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2944, s1.loss_cls: 0.0844, s1.acc: 94.5992, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1370, s2.loss_cls: 0.0399, s2.acc: 94.7318, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0631, loss: 1.2532 2024-03-09 09:42:40,165 - mmdet - INFO - Epoch [1][5900/7330] lr: 1.342e-05, eta: 4 days, 4:21:13, time: 1.418, data_time: 0.164, memory: 17088, loss_rpn_cls: 0.0607, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.1839, s0.acc: 94.2712, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2986, s1.loss_cls: 0.0850, s1.acc: 94.5453, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1386, s2.loss_cls: 0.0403, s2.acc: 94.6548, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0647, loss: 1.2767 2024-03-09 09:43:45,698 - mmdet - INFO - Epoch [1][5950/7330] lr: 1.342e-05, eta: 4 days, 4:16:48, time: 1.311, data_time: 0.139, memory: 17088, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.1766, s0.acc: 94.5273, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2911, s1.loss_cls: 0.0827, s1.acc: 94.6778, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1351, s2.loss_cls: 0.0395, s2.acc: 94.6825, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0622, loss: 1.2290 2024-03-09 09:44:57,496 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-09 09:44:57,497 - mmdet - INFO - Epoch [1][6000/7330] lr: 1.342e-05, eta: 4 days, 4:16:55, time: 1.436, data_time: 0.157, memory: 17088, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.1811, s0.acc: 94.3923, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2892, s1.loss_cls: 0.0850, s1.acc: 94.5349, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1334, s2.loss_cls: 0.0404, s2.acc: 94.6430, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0616, loss: 1.2405 2024-03-09 09:46:08,360 - mmdet - INFO - Epoch [1][6050/7330] lr: 1.342e-05, eta: 4 days, 4:16:23, time: 1.418, data_time: 0.166, memory: 17088, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.1761, s0.acc: 94.5483, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2820, s1.loss_cls: 0.0816, s1.acc: 94.7798, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1311, s2.loss_cls: 0.0385, s2.acc: 94.7797, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0606, loss: 1.2166 2024-03-09 09:47:18,255 - mmdet - INFO - Epoch [1][6100/7330] lr: 1.342e-05, eta: 4 days, 4:15:08, time: 1.398, data_time: 0.150, memory: 17088, loss_rpn_cls: 0.0560, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.1739, s0.acc: 94.5127, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2904, s1.loss_cls: 0.0810, s1.acc: 94.7431, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1346, s2.loss_cls: 0.0384, s2.acc: 94.8519, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0621, loss: 1.2376 2024-03-09 09:48:26,235 - mmdet - INFO - Epoch [1][6150/7330] lr: 1.342e-05, eta: 4 days, 4:12:34, time: 1.360, data_time: 0.172, memory: 17088, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.1704, s0.acc: 94.6362, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2895, s1.loss_cls: 0.0784, s1.acc: 94.9098, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1345, s2.loss_cls: 0.0379, s2.acc: 94.8378, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0625, loss: 1.2310 2024-03-09 09:49:35,882 - mmdet - INFO - Epoch [1][6200/7330] lr: 1.342e-05, eta: 4 days, 4:11:09, time: 1.393, data_time: 0.156, memory: 17088, loss_rpn_cls: 0.0566, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.1846, s0.acc: 94.2878, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2902, s1.loss_cls: 0.0863, s1.acc: 94.5470, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1354, s2.loss_cls: 0.0413, s2.acc: 94.5756, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0625, loss: 1.2586 2024-03-09 09:50:45,571 - mmdet - INFO - Epoch [1][6250/7330] lr: 1.342e-05, eta: 4 days, 4:09:47, time: 1.394, data_time: 0.127, memory: 17088, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.1766, s0.acc: 94.5166, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2883, s1.loss_cls: 0.0823, s1.acc: 94.7265, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1354, s2.loss_cls: 0.0395, s2.acc: 94.7426, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0630, loss: 1.2353 2024-03-09 09:51:57,777 - mmdet - INFO - Epoch [1][6300/7330] lr: 1.342e-05, eta: 4 days, 4:10:08, time: 1.444, data_time: 0.149, memory: 17088, loss_rpn_cls: 0.0606, loss_rpn_bbox: 0.0376, s0.loss_cls: 0.1767, s0.acc: 94.4246, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2910, s1.loss_cls: 0.0819, s1.acc: 94.6710, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1361, s2.loss_cls: 0.0390, s2.acc: 94.7279, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0633, loss: 1.2522 2024-03-09 09:53:06,494 - mmdet - INFO - Epoch [1][6350/7330] lr: 1.342e-05, eta: 4 days, 4:08:06, time: 1.374, data_time: 0.152, memory: 17088, loss_rpn_cls: 0.0576, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.1797, s0.acc: 94.2922, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2882, s1.loss_cls: 0.0843, s1.acc: 94.5065, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1351, s2.loss_cls: 0.0399, s2.acc: 94.5213, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0623, loss: 1.2447 2024-03-09 09:54:16,933 - mmdet - INFO - Epoch [1][6400/7330] lr: 1.342e-05, eta: 4 days, 4:07:14, time: 1.409, data_time: 0.184, memory: 17088, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.1728, s0.acc: 94.5540, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2857, s1.loss_cls: 0.0810, s1.acc: 94.6707, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1341, s2.loss_cls: 0.0389, s2.acc: 94.6819, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0621, loss: 1.2259 2024-03-09 09:55:26,658 - mmdet - INFO - Epoch [1][6450/7330] lr: 1.342e-05, eta: 4 days, 4:05:54, time: 1.395, data_time: 0.157, memory: 17088, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.1778, s0.acc: 94.5361, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2944, s1.loss_cls: 0.0817, s1.acc: 94.7584, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1369, s2.loss_cls: 0.0384, s2.acc: 94.8407, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0631, loss: 1.2470 2024-03-09 09:56:35,311 - mmdet - INFO - Epoch [1][6500/7330] lr: 1.342e-05, eta: 4 days, 4:03:51, time: 1.373, data_time: 0.145, memory: 17088, loss_rpn_cls: 0.0541, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.1801, s0.acc: 94.3450, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2873, s1.loss_cls: 0.0844, s1.acc: 94.5876, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1336, s2.loss_cls: 0.0404, s2.acc: 94.5573, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0620, loss: 1.2452 2024-03-09 09:57:45,597 - mmdet - INFO - Epoch [1][6550/7330] lr: 1.342e-05, eta: 4 days, 4:02:53, time: 1.406, data_time: 0.152, memory: 17088, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.1765, s0.acc: 94.3423, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2829, s1.loss_cls: 0.0836, s1.acc: 94.4409, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1325, s2.loss_cls: 0.0403, s2.acc: 94.4481, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0615, loss: 1.2382 2024-03-09 09:58:57,059 - mmdet - INFO - Epoch [1][6600/7330] lr: 1.342e-05, eta: 4 days, 4:02:40, time: 1.429, data_time: 0.154, memory: 17088, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.1625, s0.acc: 94.8472, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2845, s1.loss_cls: 0.0774, s1.acc: 94.9558, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1341, s2.loss_cls: 0.0376, s2.acc: 94.9032, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0630, loss: 1.1810 2024-03-09 10:00:10,006 - mmdet - INFO - Epoch [1][6650/7330] lr: 1.342e-05, eta: 4 days, 4:03:24, time: 1.459, data_time: 0.165, memory: 17088, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0391, s0.loss_cls: 0.1817, s0.acc: 94.2581, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2946, s1.loss_cls: 0.0864, s1.acc: 94.4051, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1380, s2.loss_cls: 0.0414, s2.acc: 94.4113, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0632, loss: 1.2747 2024-03-09 10:01:20,026 - mmdet - INFO - Epoch [1][6700/7330] lr: 1.342e-05, eta: 4 days, 4:02:15, time: 1.400, data_time: 0.158, memory: 17088, loss_rpn_cls: 0.0548, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.1786, s0.acc: 94.3838, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2940, s1.loss_cls: 0.0842, s1.acc: 94.4870, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1381, s2.loss_cls: 0.0406, s2.acc: 94.4727, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0636, loss: 1.2515 2024-03-09 10:02:30,170 - mmdet - INFO - Epoch [1][6750/7330] lr: 1.342e-05, eta: 4 days, 4:01:09, time: 1.403, data_time: 0.181, memory: 17088, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.1697, s0.acc: 94.6270, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2874, s1.loss_cls: 0.0801, s1.acc: 94.7531, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1336, s2.loss_cls: 0.0391, s2.acc: 94.7339, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0621, loss: 1.2024 2024-03-09 10:03:41,660 - mmdet - INFO - Epoch [1][6800/7330] lr: 1.342e-05, eta: 4 days, 4:00:55, time: 1.430, data_time: 0.206, memory: 17088, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.1801, s0.acc: 94.3806, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2836, s1.loss_cls: 0.0840, s1.acc: 94.6219, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1309, s2.loss_cls: 0.0398, s2.acc: 94.7261, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0605, loss: 1.2220 2024-03-09 10:04:51,867 - mmdet - INFO - Epoch [1][6850/7330] lr: 1.342e-05, eta: 4 days, 3:59:52, time: 1.404, data_time: 0.162, memory: 17088, loss_rpn_cls: 0.0603, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.1854, s0.acc: 94.3240, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2891, s1.loss_cls: 0.0856, s1.acc: 94.4999, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1345, s2.loss_cls: 0.0402, s2.acc: 94.6108, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0623, loss: 1.2520 2024-03-09 10:05:58,885 - mmdet - INFO - Epoch [1][6900/7330] lr: 1.342e-05, eta: 4 days, 3:56:50, time: 1.340, data_time: 0.161, memory: 17088, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.1799, s0.acc: 94.3630, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2783, s1.loss_cls: 0.0843, s1.acc: 94.5157, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1290, s2.loss_cls: 0.0403, s2.acc: 94.5259, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0596, loss: 1.2238 2024-03-09 10:07:13,295 - mmdet - INFO - Epoch [1][6950/7330] lr: 1.342e-05, eta: 4 days, 3:58:22, time: 1.488, data_time: 0.125, memory: 17088, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.1763, s0.acc: 94.4390, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2841, s1.loss_cls: 0.0842, s1.acc: 94.5986, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1333, s2.loss_cls: 0.0405, s2.acc: 94.5982, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0613, loss: 1.2283 2024-03-09 10:08:27,463 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-09 10:08:27,464 - mmdet - INFO - Epoch [1][7000/7330] lr: 1.342e-05, eta: 4 days, 3:59:44, time: 1.483, data_time: 0.163, memory: 17088, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.1756, s0.acc: 94.4517, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2838, s1.loss_cls: 0.0820, s1.acc: 94.6660, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1329, s2.loss_cls: 0.0394, s2.acc: 94.6732, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0619, loss: 1.2364 2024-03-09 10:09:40,584 - mmdet - INFO - Epoch [1][7050/7330] lr: 1.342e-05, eta: 4 days, 4:00:25, time: 1.462, data_time: 0.150, memory: 17088, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.1747, s0.acc: 94.4912, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2926, s1.loss_cls: 0.0812, s1.acc: 94.7392, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1364, s2.loss_cls: 0.0387, s2.acc: 94.7861, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0629, loss: 1.2337 2024-03-09 10:10:52,218 - mmdet - INFO - Epoch [1][7100/7330] lr: 1.342e-05, eta: 4 days, 4:00:11, time: 1.433, data_time: 0.171, memory: 17088, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.1806, s0.acc: 94.3828, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2994, s1.loss_cls: 0.0849, s1.acc: 94.5052, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1392, s2.loss_cls: 0.0399, s2.acc: 94.6894, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0639, loss: 1.2593 2024-03-09 10:12:04,641 - mmdet - INFO - Epoch [1][7150/7330] lr: 1.342e-05, eta: 4 days, 4:00:24, time: 1.448, data_time: 0.195, memory: 17088, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.1817, s0.acc: 94.3335, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2868, s1.loss_cls: 0.0843, s1.acc: 94.5540, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1345, s2.loss_cls: 0.0404, s2.acc: 94.5341, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0618, loss: 1.2501 2024-03-09 10:13:15,036 - mmdet - INFO - Epoch [1][7200/7330] lr: 1.342e-05, eta: 4 days, 3:59:23, time: 1.408, data_time: 0.167, memory: 17088, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.1704, s0.acc: 94.5312, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2793, s1.loss_cls: 0.0793, s1.acc: 94.8053, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1295, s2.loss_cls: 0.0382, s2.acc: 94.7780, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0601, loss: 1.2136 2024-03-09 10:14:28,676 - mmdet - INFO - Epoch [1][7250/7330] lr: 1.342e-05, eta: 4 days, 4:00:18, time: 1.473, data_time: 0.199, memory: 17088, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0391, s0.loss_cls: 0.1852, s0.acc: 94.0957, s0.loss_bbox: 0.2397, s0.loss_mask: 0.3000, s1.loss_cls: 0.0856, s1.acc: 94.3352, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1388, s2.loss_cls: 0.0409, s2.acc: 94.3748, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0635, loss: 1.2912 2024-03-09 10:15:39,105 - mmdet - INFO - Epoch [1][7300/7330] lr: 1.342e-05, eta: 4 days, 3:59:18, time: 1.409, data_time: 0.172, memory: 17088, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.1835, s0.acc: 94.2344, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2929, s1.loss_cls: 0.0852, s1.acc: 94.4390, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1363, s2.loss_cls: 0.0407, s2.acc: 94.5781, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0629, loss: 1.2715 2024-03-09 10:16:15,456 - mmdet - INFO - Saving checkpoint at 1 epochs 2024-03-09 10:22:02,972 - mmdet - INFO - Evaluating bbox... 2024-03-09 10:22:38,540 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.313 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.486 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.338 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.159 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.355 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.438 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.452 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.452 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.452 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.232 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.518 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.629 2024-03-09 10:22:38,540 - mmdet - INFO - Evaluating segm... 2024-03-09 10:23:21,897 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.289 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.466 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.308 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.108 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.323 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.451 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.413 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.413 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.413 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.191 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.476 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.587 2024-03-09 10:23:22,599 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-09 10:23:22,600 - mmdet - INFO - Epoch(val) [1][1250] bbox_mAP: 0.3130, bbox_mAP_50: 0.4860, bbox_mAP_75: 0.3380, bbox_mAP_s: 0.1590, bbox_mAP_m: 0.3550, bbox_mAP_l: 0.4380, bbox_mAP_copypaste: 0.313 0.486 0.338 0.159 0.355 0.438, segm_mAP: 0.2890, segm_mAP_50: 0.4660, segm_mAP_75: 0.3080, segm_mAP_s: 0.1080, segm_mAP_m: 0.3230, segm_mAP_l: 0.4510, segm_mAP_copypaste: 0.289 0.466 0.308 0.108 0.323 0.451 2024-03-09 10:24:36,298 - mmdet - INFO - Epoch [2][50/7330] lr: 1.342e-05, eta: 4 days, 3:35:03, time: 1.472, data_time: 0.199, memory: 17088, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.1599, s0.acc: 94.8716, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2845, s1.loss_cls: 0.0751, s1.acc: 95.0601, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1338, s2.loss_cls: 0.0364, s2.acc: 94.9948, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0620, loss: 1.1817 2024-03-09 10:25:47,751 - mmdet - INFO - Epoch [2][100/7330] lr: 1.342e-05, eta: 4 days, 3:34:47, time: 1.429, data_time: 0.155, memory: 17088, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.1779, s0.acc: 94.5002, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2831, s1.loss_cls: 0.0841, s1.acc: 94.6531, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1316, s2.loss_cls: 0.0393, s2.acc: 94.8809, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0605, loss: 1.2165 2024-03-09 10:26:58,234 - mmdet - INFO - Epoch [2][150/7330] lr: 1.342e-05, eta: 4 days, 3:33:58, time: 1.410, data_time: 0.146, memory: 17088, loss_rpn_cls: 0.0558, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.1706, s0.acc: 94.6609, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2821, s1.loss_cls: 0.0793, s1.acc: 94.8327, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1322, s2.loss_cls: 0.0384, s2.acc: 94.8229, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0609, loss: 1.1999 2024-03-09 10:28:11,055 - mmdet - INFO - Epoch [2][200/7330] lr: 1.342e-05, eta: 4 days, 3:34:27, time: 1.456, data_time: 0.136, memory: 17088, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0391, s0.loss_cls: 0.1645, s0.acc: 94.8083, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2823, s1.loss_cls: 0.0770, s1.acc: 94.9832, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1307, s2.loss_cls: 0.0372, s2.acc: 94.9611, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0606, loss: 1.1905 2024-03-09 10:29:21,503 - mmdet - INFO - Epoch [2][250/7330] lr: 1.342e-05, eta: 4 days, 3:33:35, time: 1.409, data_time: 0.170, memory: 17088, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.1732, s0.acc: 94.4341, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2870, s1.loss_cls: 0.0816, s1.acc: 94.6123, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1336, s2.loss_cls: 0.0392, s2.acc: 94.6166, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0613, loss: 1.2342 2024-03-09 10:30:29,012 - mmdet - INFO - Epoch [2][300/7330] lr: 1.342e-05, eta: 4 days, 3:31:04, time: 1.350, data_time: 0.111, memory: 17088, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.1753, s0.acc: 94.4600, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2811, s1.loss_cls: 0.0819, s1.acc: 94.6326, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1317, s2.loss_cls: 0.0394, s2.acc: 94.6367, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0608, loss: 1.2135 2024-03-09 10:31:38,397 - mmdet - INFO - Epoch [2][350/7330] lr: 1.342e-05, eta: 4 days, 3:29:37, time: 1.388, data_time: 0.136, memory: 17088, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.1736, s0.acc: 94.4548, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2766, s1.loss_cls: 0.0807, s1.acc: 94.7337, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1299, s2.loss_cls: 0.0388, s2.acc: 94.7511, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0606, loss: 1.2178 2024-03-09 10:32:50,996 - mmdet - INFO - Epoch [2][400/7330] lr: 1.342e-05, eta: 4 days, 3:29:57, time: 1.452, data_time: 0.208, memory: 17088, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.1729, s0.acc: 94.6807, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2786, s1.loss_cls: 0.0815, s1.acc: 94.8293, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1305, s2.loss_cls: 0.0394, s2.acc: 94.8326, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0599, loss: 1.1944 2024-03-09 10:34:00,531 - mmdet - INFO - Epoch [2][450/7330] lr: 1.342e-05, eta: 4 days, 3:28:34, time: 1.391, data_time: 0.151, memory: 17088, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.1736, s0.acc: 94.6082, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2664, s1.loss_cls: 0.0808, s1.acc: 94.7632, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1257, s2.loss_cls: 0.0390, s2.acc: 94.7422, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0587, loss: 1.1848 2024-03-09 10:35:13,643 - mmdet - INFO - Epoch [2][500/7330] lr: 1.342e-05, eta: 4 days, 3:29:09, time: 1.462, data_time: 0.188, memory: 17088, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.1753, s0.acc: 94.3613, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2775, s1.loss_cls: 0.0820, s1.acc: 94.5054, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1295, s2.loss_cls: 0.0396, s2.acc: 94.4671, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0600, loss: 1.2180 2024-03-09 10:36:24,692 - mmdet - INFO - Epoch [2][550/7330] lr: 1.342e-05, eta: 4 days, 3:28:35, time: 1.421, data_time: 0.153, memory: 17088, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.1885, s0.acc: 93.9846, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2829, s1.loss_cls: 0.0870, s1.acc: 94.3027, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1318, s2.loss_cls: 0.0415, s2.acc: 94.2891, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0614, loss: 1.2702 2024-03-09 10:37:32,748 - mmdet - INFO - Epoch [2][600/7330] lr: 1.342e-05, eta: 4 days, 3:26:24, time: 1.361, data_time: 0.099, memory: 17088, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.1850, s0.acc: 94.1887, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2805, s1.loss_cls: 0.0864, s1.acc: 94.4031, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1305, s2.loss_cls: 0.0421, s2.acc: 94.3165, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0604, loss: 1.2546 2024-03-09 10:38:40,942 - mmdet - INFO - Epoch [2][650/7330] lr: 1.342e-05, eta: 4 days, 3:24:18, time: 1.364, data_time: 0.148, memory: 17088, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.1780, s0.acc: 94.4360, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2747, s1.loss_cls: 0.0831, s1.acc: 94.6090, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1286, s2.loss_cls: 0.0401, s2.acc: 94.5544, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0596, loss: 1.2176 2024-03-09 10:39:53,727 - mmdet - INFO - Epoch [2][700/7330] lr: 1.342e-05, eta: 4 days, 3:24:39, time: 1.456, data_time: 0.132, memory: 17088, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.1704, s0.acc: 94.5979, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2787, s1.loss_cls: 0.0804, s1.acc: 94.7613, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1315, s2.loss_cls: 0.0387, s2.acc: 94.7145, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0607, loss: 1.2064 2024-03-09 10:41:05,512 - mmdet - INFO - Epoch [2][750/7330] lr: 1.342e-05, eta: 4 days, 3:24:28, time: 1.436, data_time: 0.161, memory: 17088, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.1674, s0.acc: 94.7222, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2764, s1.loss_cls: 0.0787, s1.acc: 94.8680, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1286, s2.loss_cls: 0.0377, s2.acc: 94.7962, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0589, loss: 1.1846 2024-03-09 10:42:15,405 - mmdet - INFO - Epoch [2][800/7330] lr: 1.342e-05, eta: 4 days, 3:23:16, time: 1.398, data_time: 0.177, memory: 17088, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.1658, s0.acc: 94.6965, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2762, s1.loss_cls: 0.0788, s1.acc: 94.8043, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1292, s2.loss_cls: 0.0383, s2.acc: 94.7898, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0603, loss: 1.1843 2024-03-09 10:43:23,000 - mmdet - INFO - Epoch [2][850/7330] lr: 1.342e-05, eta: 4 days, 3:20:52, time: 1.352, data_time: 0.150, memory: 17088, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.1778, s0.acc: 94.3645, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2813, s1.loss_cls: 0.0821, s1.acc: 94.6096, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1315, s2.loss_cls: 0.0393, s2.acc: 94.6613, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0611, loss: 1.2300 2024-03-09 10:44:33,005 - mmdet - INFO - Epoch [2][900/7330] lr: 1.342e-05, eta: 4 days, 3:19:45, time: 1.400, data_time: 0.131, memory: 17088, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.1636, s0.acc: 94.8113, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2840, s1.loss_cls: 0.0766, s1.acc: 94.9786, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1319, s2.loss_cls: 0.0369, s2.acc: 94.9667, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0615, loss: 1.1786 2024-03-09 10:45:45,773 - mmdet - INFO - Epoch [2][950/7330] lr: 1.342e-05, eta: 4 days, 3:20:02, time: 1.455, data_time: 0.147, memory: 17088, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.1770, s0.acc: 94.4062, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2800, s1.loss_cls: 0.0833, s1.acc: 94.6074, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1323, s2.loss_cls: 0.0404, s2.acc: 94.5798, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0617, loss: 1.2178 2024-03-09 10:46:56,249 - mmdet - INFO - Epoch [2][1000/7330] lr: 1.342e-05, eta: 4 days, 3:19:08, time: 1.410, data_time: 0.146, memory: 17088, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.1856, s0.acc: 94.2112, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2822, s1.loss_cls: 0.0850, s1.acc: 94.4543, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1308, s2.loss_cls: 0.0407, s2.acc: 94.4447, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0602, loss: 1.2400 2024-03-09 10:48:10,296 - mmdet - INFO - Epoch [2][1050/7330] lr: 1.342e-05, eta: 4 days, 3:20:03, time: 1.481, data_time: 0.158, memory: 17088, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.1858, s0.acc: 94.0908, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2848, s1.loss_cls: 0.0872, s1.acc: 94.3278, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1323, s2.loss_cls: 0.0422, s2.acc: 94.2515, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0611, loss: 1.2697 2024-03-09 10:49:18,684 - mmdet - INFO - Epoch [2][1100/7330] lr: 1.342e-05, eta: 4 days, 3:18:05, time: 1.368, data_time: 0.140, memory: 17088, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.1782, s0.acc: 94.3254, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2752, s1.loss_cls: 0.0836, s1.acc: 94.5054, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1277, s2.loss_cls: 0.0397, s2.acc: 94.5752, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0593, loss: 1.2187 2024-03-09 10:50:29,396 - mmdet - INFO - Epoch [2][1150/7330] lr: 1.342e-05, eta: 4 days, 3:17:17, time: 1.414, data_time: 0.140, memory: 17088, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.1811, s0.acc: 94.2834, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2865, s1.loss_cls: 0.0863, s1.acc: 94.3949, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1348, s2.loss_cls: 0.0417, s2.acc: 94.3856, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0619, loss: 1.2441 2024-03-09 10:51:36,856 - mmdet - INFO - Epoch [2][1200/7330] lr: 1.342e-05, eta: 4 days, 3:14:51, time: 1.349, data_time: 0.144, memory: 17088, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.1711, s0.acc: 94.6165, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2773, s1.loss_cls: 0.0795, s1.acc: 94.8256, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1295, s2.loss_cls: 0.0386, s2.acc: 94.8083, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0601, loss: 1.1859 2024-03-09 10:52:51,271 - mmdet - INFO - Epoch [2][1250/7330] lr: 1.342e-05, eta: 4 days, 3:15:54, time: 1.488, data_time: 0.185, memory: 17088, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.1713, s0.acc: 94.5317, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2765, s1.loss_cls: 0.0808, s1.acc: 94.7075, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1290, s2.loss_cls: 0.0387, s2.acc: 94.7104, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0593, loss: 1.1933 2024-03-09 10:54:04,031 - mmdet - INFO - Epoch [2][1300/7330] lr: 1.342e-05, eta: 4 days, 3:16:06, time: 1.455, data_time: 0.158, memory: 17088, loss_rpn_cls: 0.0604, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.1841, s0.acc: 94.1973, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2851, s1.loss_cls: 0.0870, s1.acc: 94.4089, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1332, s2.loss_cls: 0.0423, s2.acc: 94.2920, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0619, loss: 1.2689 2024-03-09 10:55:15,092 - mmdet - INFO - Epoch [2][1350/7330] lr: 1.342e-05, eta: 4 days, 3:15:27, time: 1.421, data_time: 0.171, memory: 17088, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.1634, s0.acc: 94.7249, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2727, s1.loss_cls: 0.0777, s1.acc: 94.8655, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1276, s2.loss_cls: 0.0376, s2.acc: 94.8558, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0597, loss: 1.1714 2024-03-09 10:56:26,011 - mmdet - INFO - Epoch [2][1400/7330] lr: 1.342e-05, eta: 4 days, 3:14:44, time: 1.419, data_time: 0.154, memory: 17088, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.1694, s0.acc: 94.6204, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2767, s1.loss_cls: 0.0787, s1.acc: 94.8702, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1300, s2.loss_cls: 0.0379, s2.acc: 94.7931, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0600, loss: 1.1920 2024-03-09 10:57:39,367 - mmdet - INFO - Epoch [2][1450/7330] lr: 1.342e-05, eta: 4 days, 3:15:11, time: 1.467, data_time: 0.199, memory: 17088, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.1632, s0.acc: 94.8447, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2674, s1.loss_cls: 0.0766, s1.acc: 94.9760, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1271, s2.loss_cls: 0.0370, s2.acc: 94.9952, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0593, loss: 1.1459 2024-03-09 10:58:48,680 - mmdet - INFO - Epoch [2][1500/7330] lr: 1.342e-05, eta: 4 days, 3:13:40, time: 1.386, data_time: 0.172, memory: 17088, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.1803, s0.acc: 94.3953, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2700, s1.loss_cls: 0.0842, s1.acc: 94.6234, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1259, s2.loss_cls: 0.0404, s2.acc: 94.6645, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0577, loss: 1.1966 2024-03-09 11:00:02,276 - mmdet - INFO - Epoch [2][1550/7330] lr: 1.342e-05, eta: 4 days, 3:14:12, time: 1.472, data_time: 0.204, memory: 17088, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.1613, s0.acc: 94.8157, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2709, s1.loss_cls: 0.0766, s1.acc: 94.8716, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1266, s2.loss_cls: 0.0369, s2.acc: 94.8667, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0585, loss: 1.1517 2024-03-09 11:01:10,329 - mmdet - INFO - Epoch [2][1600/7330] lr: 1.342e-05, eta: 4 days, 3:12:05, time: 1.361, data_time: 0.149, memory: 17088, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.1652, s0.acc: 94.7197, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2737, s1.loss_cls: 0.0770, s1.acc: 94.8802, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1287, s2.loss_cls: 0.0372, s2.acc: 94.9168, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0593, loss: 1.1740 2024-03-09 11:02:21,337 - mmdet - INFO - Epoch [2][1650/7330] lr: 1.342e-05, eta: 4 days, 3:11:23, time: 1.420, data_time: 0.194, memory: 17088, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.1634, s0.acc: 94.7117, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2749, s1.loss_cls: 0.0772, s1.acc: 94.8753, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1286, s2.loss_cls: 0.0378, s2.acc: 94.6497, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0602, loss: 1.1834 2024-03-09 11:03:33,542 - mmdet - INFO - Epoch [2][1700/7330] lr: 1.342e-05, eta: 4 days, 3:11:14, time: 1.444, data_time: 0.171, memory: 17088, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.1715, s0.acc: 94.5454, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2748, s1.loss_cls: 0.0812, s1.acc: 94.7104, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1290, s2.loss_cls: 0.0391, s2.acc: 94.6696, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0601, loss: 1.2017 2024-03-09 11:04:45,497 - mmdet - INFO - Epoch [2][1750/7330] lr: 1.342e-05, eta: 4 days, 3:10:57, time: 1.439, data_time: 0.170, memory: 17088, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.1769, s0.acc: 94.3762, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2739, s1.loss_cls: 0.0843, s1.acc: 94.5649, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1292, s2.loss_cls: 0.0412, s2.acc: 94.4447, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0599, loss: 1.2281 2024-03-09 11:05:55,154 - mmdet - INFO - Epoch [2][1800/7330] lr: 1.342e-05, eta: 4 days, 3:09:35, time: 1.393, data_time: 0.173, memory: 17088, loss_rpn_cls: 0.0526, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.1679, s0.acc: 94.6431, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2723, s1.loss_cls: 0.0797, s1.acc: 94.7866, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1263, s2.loss_cls: 0.0394, s2.acc: 94.6976, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0584, loss: 1.1893 2024-03-09 11:07:06,194 - mmdet - INFO - Epoch [2][1850/7330] lr: 1.342e-05, eta: 4 days, 3:08:52, time: 1.421, data_time: 0.120, memory: 17088, loss_rpn_cls: 0.0566, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.1845, s0.acc: 94.1841, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2790, s1.loss_cls: 0.0860, s1.acc: 94.4552, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1285, s2.loss_cls: 0.0414, s2.acc: 94.4318, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0593, loss: 1.2467 2024-03-09 11:08:19,579 - mmdet - INFO - Epoch [2][1900/7330] lr: 1.342e-05, eta: 4 days, 3:09:14, time: 1.468, data_time: 0.132, memory: 17088, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1773, s0.acc: 94.6165, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2704, s1.loss_cls: 0.0840, s1.acc: 94.7475, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1262, s2.loss_cls: 0.0407, s2.acc: 94.6886, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0588, loss: 1.1885 2024-03-09 11:09:27,942 - mmdet - INFO - Epoch [2][1950/7330] lr: 1.342e-05, eta: 4 days, 3:07:16, time: 1.367, data_time: 0.201, memory: 17088, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.1818, s0.acc: 94.3411, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2694, s1.loss_cls: 0.0862, s1.acc: 94.4281, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1254, s2.loss_cls: 0.0413, s2.acc: 94.3817, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0582, loss: 1.2043 2024-03-09 11:10:37,992 - mmdet - INFO - Epoch [2][2000/7330] lr: 1.342e-05, eta: 4 days, 3:06:05, time: 1.401, data_time: 0.142, memory: 17088, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.1661, s0.acc: 94.7610, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2653, s1.loss_cls: 0.0787, s1.acc: 94.8667, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1249, s2.loss_cls: 0.0385, s2.acc: 94.6669, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0575, loss: 1.1527 2024-03-09 11:11:49,613 - mmdet - INFO - Epoch [2][2050/7330] lr: 1.342e-05, eta: 4 days, 3:05:37, time: 1.432, data_time: 0.196, memory: 17088, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.1830, s0.acc: 94.3210, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2713, s1.loss_cls: 0.0854, s1.acc: 94.5215, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1268, s2.loss_cls: 0.0407, s2.acc: 94.5535, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0587, loss: 1.2205 2024-03-09 11:13:00,851 - mmdet - INFO - Epoch [2][2100/7330] lr: 1.342e-05, eta: 4 days, 3:04:58, time: 1.425, data_time: 0.188, memory: 17088, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.1658, s0.acc: 94.6245, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2754, s1.loss_cls: 0.0805, s1.acc: 94.6327, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1294, s2.loss_cls: 0.0389, s2.acc: 94.5586, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0599, loss: 1.1836 2024-03-09 11:14:11,725 - mmdet - INFO - Epoch [2][2150/7330] lr: 1.342e-05, eta: 4 days, 3:04:09, time: 1.418, data_time: 0.178, memory: 17088, loss_rpn_cls: 0.0558, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.1828, s0.acc: 94.1489, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2727, s1.loss_cls: 0.0860, s1.acc: 94.2888, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1285, s2.loss_cls: 0.0412, s2.acc: 94.3681, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0599, loss: 1.2356 2024-03-09 11:15:22,615 - mmdet - INFO - Epoch [2][2200/7330] lr: 1.342e-05, eta: 4 days, 3:03:20, time: 1.418, data_time: 0.157, memory: 17088, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1742, s0.acc: 94.4282, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2698, s1.loss_cls: 0.0824, s1.acc: 94.6055, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1266, s2.loss_cls: 0.0393, s2.acc: 94.6368, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0593, loss: 1.1935 2024-03-09 11:16:31,824 - mmdet - INFO - Epoch [2][2250/7330] lr: 1.342e-05, eta: 4 days, 3:01:46, time: 1.384, data_time: 0.144, memory: 17088, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.1702, s0.acc: 94.4536, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2656, s1.loss_cls: 0.0804, s1.acc: 94.5321, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1253, s2.loss_cls: 0.0392, s2.acc: 94.5424, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0578, loss: 1.1789 2024-03-09 11:17:42,779 - mmdet - INFO - Epoch [2][2300/7330] lr: 1.342e-05, eta: 4 days, 3:00:59, time: 1.419, data_time: 0.185, memory: 17088, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.1824, s0.acc: 94.1777, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2815, s1.loss_cls: 0.0863, s1.acc: 94.3213, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1339, s2.loss_cls: 0.0416, s2.acc: 94.2641, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0626, loss: 1.2556 2024-03-09 11:18:54,325 - mmdet - INFO - Epoch [2][2350/7330] lr: 1.342e-05, eta: 4 days, 3:00:27, time: 1.431, data_time: 0.191, memory: 17088, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.1799, s0.acc: 94.2168, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2784, s1.loss_cls: 0.0856, s1.acc: 94.2775, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1309, s2.loss_cls: 0.0408, s2.acc: 94.3368, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0613, loss: 1.2437 2024-03-09 11:20:09,103 - mmdet - INFO - Epoch [2][2400/7330] lr: 1.342e-05, eta: 4 days, 3:01:19, time: 1.496, data_time: 0.212, memory: 17088, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.1849, s0.acc: 94.2361, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2715, s1.loss_cls: 0.0867, s1.acc: 94.3478, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1269, s2.loss_cls: 0.0421, s2.acc: 94.3262, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0591, loss: 1.2262 2024-03-09 11:21:25,122 - mmdet - INFO - Epoch [2][2450/7330] lr: 1.342e-05, eta: 4 days, 3:02:42, time: 1.520, data_time: 0.187, memory: 17088, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.1782, s0.acc: 94.2817, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2735, s1.loss_cls: 0.0841, s1.acc: 94.4072, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1265, s2.loss_cls: 0.0398, s2.acc: 94.5710, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0586, loss: 1.2188 2024-03-09 11:22:35,563 - mmdet - INFO - Epoch [2][2500/7330] lr: 1.342e-05, eta: 4 days, 3:01:39, time: 1.409, data_time: 0.175, memory: 17088, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.1773, s0.acc: 94.4060, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2759, s1.loss_cls: 0.0832, s1.acc: 94.5327, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1285, s2.loss_cls: 0.0408, s2.acc: 94.4712, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0596, loss: 1.2206 2024-03-09 11:23:47,887 - mmdet - INFO - Epoch [2][2550/7330] lr: 1.342e-05, eta: 4 days, 3:01:24, time: 1.446, data_time: 0.153, memory: 17088, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0389, s0.loss_cls: 0.1773, s0.acc: 94.3879, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2733, s1.loss_cls: 0.0826, s1.acc: 94.5672, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1258, s2.loss_cls: 0.0401, s2.acc: 94.5727, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0576, loss: 1.2108 2024-03-09 11:25:00,238 - mmdet - INFO - Epoch [2][2600/7330] lr: 1.342e-05, eta: 4 days, 3:01:09, time: 1.447, data_time: 0.157, memory: 17088, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.1643, s0.acc: 94.7354, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2669, s1.loss_cls: 0.0796, s1.acc: 94.8746, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1245, s2.loss_cls: 0.0392, s2.acc: 94.7885, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0577, loss: 1.1528 2024-03-09 11:26:10,562 - mmdet - INFO - Epoch [2][2650/7330] lr: 1.342e-05, eta: 4 days, 3:00:03, time: 1.406, data_time: 0.169, memory: 17088, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.1652, s0.acc: 94.7427, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2748, s1.loss_cls: 0.0773, s1.acc: 94.9070, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1283, s2.loss_cls: 0.0369, s2.acc: 94.9185, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0595, loss: 1.1687 2024-03-09 11:27:22,061 - mmdet - INFO - Epoch [2][2700/7330] lr: 1.342e-05, eta: 4 days, 2:59:26, time: 1.430, data_time: 0.191, memory: 17088, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.1659, s0.acc: 94.7236, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2636, s1.loss_cls: 0.0770, s1.acc: 94.9528, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1244, s2.loss_cls: 0.0369, s2.acc: 95.0387, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0573, loss: 1.1568 2024-03-09 11:28:37,479 - mmdet - INFO - Epoch [2][2750/7330] lr: 1.342e-05, eta: 4 days, 3:00:27, time: 1.508, data_time: 0.169, memory: 17088, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.1766, s0.acc: 94.3242, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2741, s1.loss_cls: 0.0839, s1.acc: 94.4266, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1272, s2.loss_cls: 0.0406, s2.acc: 94.3433, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0585, loss: 1.2202 2024-03-09 11:29:48,596 - mmdet - INFO - Epoch [2][2800/7330] lr: 1.342e-05, eta: 4 days, 2:59:39, time: 1.422, data_time: 0.208, memory: 17088, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.1827, s0.acc: 94.2156, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2716, s1.loss_cls: 0.0856, s1.acc: 94.3765, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1277, s2.loss_cls: 0.0412, s2.acc: 94.3931, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0591, loss: 1.2270 2024-03-09 11:31:01,037 - mmdet - INFO - Epoch [2][2850/7330] lr: 1.342e-05, eta: 4 days, 2:59:24, time: 1.449, data_time: 0.213, memory: 17088, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.1793, s0.acc: 94.2727, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2736, s1.loss_cls: 0.0859, s1.acc: 94.3270, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1283, s2.loss_cls: 0.0411, s2.acc: 94.3174, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0597, loss: 1.2249 2024-03-09 11:32:10,393 - mmdet - INFO - Epoch [2][2900/7330] lr: 1.342e-05, eta: 4 days, 2:57:52, time: 1.387, data_time: 0.170, memory: 17088, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.1692, s0.acc: 94.5557, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2753, s1.loss_cls: 0.0799, s1.acc: 94.6923, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1279, s2.loss_cls: 0.0381, s2.acc: 94.7986, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0588, loss: 1.1826 2024-03-09 11:33:23,048 - mmdet - INFO - Epoch [2][2950/7330] lr: 1.342e-05, eta: 4 days, 2:57:42, time: 1.453, data_time: 0.169, memory: 17088, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.1667, s0.acc: 94.7805, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2722, s1.loss_cls: 0.0796, s1.acc: 94.8368, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1287, s2.loss_cls: 0.0393, s2.acc: 94.6691, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0593, loss: 1.1751 2024-03-09 11:34:30,228 - mmdet - INFO - Epoch [2][3000/7330] lr: 1.342e-05, eta: 4 days, 2:55:17, time: 1.344, data_time: 0.149, memory: 17088, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.1705, s0.acc: 94.5408, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2685, s1.loss_cls: 0.0814, s1.acc: 94.6625, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1253, s2.loss_cls: 0.0399, s2.acc: 94.6146, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0581, loss: 1.1812 2024-03-09 11:35:41,747 - mmdet - INFO - Epoch [2][3050/7330] lr: 1.342e-05, eta: 4 days, 2:54:38, time: 1.430, data_time: 0.201, memory: 17088, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.1741, s0.acc: 94.4241, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2783, s1.loss_cls: 0.0838, s1.acc: 94.4260, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1294, s2.loss_cls: 0.0409, s2.acc: 94.3855, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0596, loss: 1.2111 2024-03-09 11:36:54,992 - mmdet - INFO - Epoch [2][3100/7330] lr: 1.342e-05, eta: 4 days, 2:54:41, time: 1.465, data_time: 0.180, memory: 17088, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.1861, s0.acc: 94.1909, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2715, s1.loss_cls: 0.0881, s1.acc: 94.3455, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1269, s2.loss_cls: 0.0425, s2.acc: 94.2645, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0589, loss: 1.2291 2024-03-09 11:38:05,084 - mmdet - INFO - Epoch [2][3150/7330] lr: 1.342e-05, eta: 4 days, 2:53:27, time: 1.402, data_time: 0.157, memory: 17088, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.1768, s0.acc: 94.4297, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2811, s1.loss_cls: 0.0849, s1.acc: 94.5040, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1306, s2.loss_cls: 0.0412, s2.acc: 94.4395, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0602, loss: 1.2152 2024-03-09 11:39:19,530 - mmdet - INFO - Epoch [2][3200/7330] lr: 1.342e-05, eta: 4 days, 2:53:58, time: 1.489, data_time: 0.195, memory: 17088, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.1800, s0.acc: 94.3330, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2702, s1.loss_cls: 0.0843, s1.acc: 94.4476, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1265, s2.loss_cls: 0.0403, s2.acc: 94.5097, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0586, loss: 1.2010 2024-03-09 11:40:36,056 - mmdet - INFO - Epoch [2][3250/7330] lr: 1.342e-05, eta: 4 days, 2:55:17, time: 1.530, data_time: 0.212, memory: 17088, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.1753, s0.acc: 94.2747, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2736, s1.loss_cls: 0.0835, s1.acc: 94.3581, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1268, s2.loss_cls: 0.0411, s2.acc: 94.2077, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0588, loss: 1.1993 2024-03-09 11:41:44,056 - mmdet - INFO - Epoch [2][3300/7330] lr: 1.342e-05, eta: 4 days, 2:53:12, time: 1.360, data_time: 0.160, memory: 17088, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1657, s0.acc: 94.6885, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2766, s1.loss_cls: 0.0763, s1.acc: 94.9157, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1290, s2.loss_cls: 0.0374, s2.acc: 94.8718, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0601, loss: 1.1698 2024-03-09 11:42:55,303 - mmdet - INFO - Epoch [2][3350/7330] lr: 1.342e-05, eta: 4 days, 2:52:25, time: 1.425, data_time: 0.189, memory: 17088, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.1659, s0.acc: 94.6980, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2642, s1.loss_cls: 0.0790, s1.acc: 94.7290, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1248, s2.loss_cls: 0.0388, s2.acc: 94.6555, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0579, loss: 1.1576 2024-03-09 11:44:04,491 - mmdet - INFO - Epoch [2][3400/7330] lr: 1.342e-05, eta: 4 days, 2:50:49, time: 1.384, data_time: 0.162, memory: 17088, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.1717, s0.acc: 94.4824, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2708, s1.loss_cls: 0.0810, s1.acc: 94.6532, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1279, s2.loss_cls: 0.0395, s2.acc: 94.5972, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0598, loss: 1.2016 2024-03-09 11:45:14,054 - mmdet - INFO - Epoch [2][3450/7330] lr: 1.342e-05, eta: 4 days, 2:49:21, time: 1.391, data_time: 0.154, memory: 17088, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1688, s0.acc: 94.5374, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2693, s1.loss_cls: 0.0807, s1.acc: 94.6004, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1267, s2.loss_cls: 0.0394, s2.acc: 94.4729, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0590, loss: 1.1874 2024-03-09 11:46:25,016 - mmdet - INFO - Epoch [2][3500/7330] lr: 1.342e-05, eta: 4 days, 2:48:27, time: 1.419, data_time: 0.192, memory: 17088, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.1682, s0.acc: 94.6296, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2659, s1.loss_cls: 0.0795, s1.acc: 94.8219, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1238, s2.loss_cls: 0.0391, s2.acc: 94.6348, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0574, loss: 1.1758 2024-03-09 11:47:35,961 - mmdet - INFO - Epoch [2][3550/7330] lr: 1.342e-05, eta: 4 days, 2:47:32, time: 1.419, data_time: 0.173, memory: 17088, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.1723, s0.acc: 94.4895, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2751, s1.loss_cls: 0.0812, s1.acc: 94.6061, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1281, s2.loss_cls: 0.0393, s2.acc: 94.6082, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0590, loss: 1.2042 2024-03-09 11:48:44,512 - mmdet - INFO - Epoch [2][3600/7330] lr: 1.342e-05, eta: 4 days, 2:45:41, time: 1.371, data_time: 0.145, memory: 17088, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.1738, s0.acc: 94.4468, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2642, s1.loss_cls: 0.0806, s1.acc: 94.6683, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1240, s2.loss_cls: 0.0387, s2.acc: 94.6140, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0575, loss: 1.1959 2024-03-09 11:49:56,906 - mmdet - INFO - Epoch [2][3650/7330] lr: 1.342e-05, eta: 4 days, 2:45:20, time: 1.448, data_time: 0.183, memory: 17088, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.1679, s0.acc: 94.5798, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2674, s1.loss_cls: 0.0812, s1.acc: 94.5810, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1249, s2.loss_cls: 0.0398, s2.acc: 94.4739, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0577, loss: 1.1765 2024-03-09 11:51:08,655 - mmdet - INFO - Epoch [2][3700/7330] lr: 1.342e-05, eta: 4 days, 2:44:43, time: 1.435, data_time: 0.161, memory: 17088, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.1792, s0.acc: 94.2659, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2807, s1.loss_cls: 0.0839, s1.acc: 94.4525, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1317, s2.loss_cls: 0.0404, s2.acc: 94.5070, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0608, loss: 1.2331 2024-03-09 11:52:19,788 - mmdet - INFO - Epoch [2][3750/7330] lr: 1.342e-05, eta: 4 days, 2:43:52, time: 1.423, data_time: 0.144, memory: 17088, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1760, s0.acc: 94.3093, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2722, s1.loss_cls: 0.0847, s1.acc: 94.3791, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1281, s2.loss_cls: 0.0413, s2.acc: 94.4465, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0592, loss: 1.1987 2024-03-09 11:53:30,402 - mmdet - INFO - Epoch [2][3800/7330] lr: 1.342e-05, eta: 4 days, 2:42:49, time: 1.412, data_time: 0.151, memory: 17088, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.1752, s0.acc: 94.3276, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2714, s1.loss_cls: 0.0829, s1.acc: 94.4432, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1283, s2.loss_cls: 0.0406, s2.acc: 94.4067, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0598, loss: 1.2161 2024-03-09 11:54:40,202 - mmdet - INFO - Epoch [2][3850/7330] lr: 1.342e-05, eta: 4 days, 2:41:27, time: 1.396, data_time: 0.150, memory: 17088, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.1761, s0.acc: 94.4546, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2733, s1.loss_cls: 0.0833, s1.acc: 94.5799, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1272, s2.loss_cls: 0.0409, s2.acc: 94.5639, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0587, loss: 1.2126 2024-03-09 11:55:51,114 - mmdet - INFO - Epoch [2][3900/7330] lr: 1.342e-05, eta: 4 days, 2:40:31, time: 1.418, data_time: 0.178, memory: 17088, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.1701, s0.acc: 94.5288, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2716, s1.loss_cls: 0.0814, s1.acc: 94.6080, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1264, s2.loss_cls: 0.0399, s2.acc: 94.5266, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0586, loss: 1.1898 2024-03-09 11:56:59,504 - mmdet - INFO - Epoch [2][3950/7330] lr: 1.342e-05, eta: 4 days, 2:38:38, time: 1.368, data_time: 0.142, memory: 17088, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1706, s0.acc: 94.5405, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2683, s1.loss_cls: 0.0809, s1.acc: 94.6349, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1256, s2.loss_cls: 0.0391, s2.acc: 94.5926, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0581, loss: 1.1829 2024-03-09 11:58:14,358 - mmdet - INFO - Epoch [2][4000/7330] lr: 1.342e-05, eta: 4 days, 2:39:09, time: 1.497, data_time: 0.116, memory: 17088, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1725, s0.acc: 94.5127, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2649, s1.loss_cls: 0.0815, s1.acc: 94.6723, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1248, s2.loss_cls: 0.0395, s2.acc: 94.5713, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0574, loss: 1.1882 2024-03-09 11:59:26,782 - mmdet - INFO - Epoch [2][4050/7330] lr: 1.342e-05, eta: 4 days, 2:38:45, time: 1.448, data_time: 0.176, memory: 17088, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.1764, s0.acc: 94.3552, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2684, s1.loss_cls: 0.0825, s1.acc: 94.5484, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1249, s2.loss_cls: 0.0398, s2.acc: 94.5623, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0574, loss: 1.1963 2024-03-09 12:00:39,737 - mmdet - INFO - Epoch [2][4100/7330] lr: 1.342e-05, eta: 4 days, 2:38:33, time: 1.459, data_time: 0.156, memory: 17088, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.1836, s0.acc: 94.1560, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2686, s1.loss_cls: 0.0872, s1.acc: 94.3135, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1256, s2.loss_cls: 0.0425, s2.acc: 94.3236, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0581, loss: 1.2198 2024-03-09 12:01:54,638 - mmdet - INFO - Epoch [2][4150/7330] lr: 1.342e-05, eta: 4 days, 2:39:03, time: 1.498, data_time: 0.171, memory: 17088, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.1875, s0.acc: 93.9529, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2744, s1.loss_cls: 0.0880, s1.acc: 94.1166, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1283, s2.loss_cls: 0.0427, s2.acc: 94.1958, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0594, loss: 1.2568 2024-03-09 12:03:08,034 - mmdet - INFO - Epoch [2][4200/7330] lr: 1.342e-05, eta: 4 days, 2:39:00, time: 1.468, data_time: 0.170, memory: 17088, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.1842, s0.acc: 94.2634, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2766, s1.loss_cls: 0.0896, s1.acc: 94.1984, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1317, s2.loss_cls: 0.0435, s2.acc: 94.1575, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0611, loss: 1.2521 2024-03-09 12:04:19,378 - mmdet - INFO - Epoch [2][4250/7330] lr: 1.342e-05, eta: 4 days, 2:38:10, time: 1.427, data_time: 0.144, memory: 17088, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1821, s0.acc: 94.2229, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2716, s1.loss_cls: 0.0867, s1.acc: 94.3250, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1273, s2.loss_cls: 0.0420, s2.acc: 94.3082, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0588, loss: 1.2125 2024-03-09 12:05:28,333 - mmdet - INFO - Epoch [2][4300/7330] lr: 1.342e-05, eta: 4 days, 2:36:29, time: 1.379, data_time: 0.151, memory: 17088, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1811, s0.acc: 94.2590, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2715, s1.loss_cls: 0.0862, s1.acc: 94.3925, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1286, s2.loss_cls: 0.0423, s2.acc: 94.1728, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0602, loss: 1.2326 2024-03-09 12:06:40,044 - mmdet - INFO - Epoch [2][4350/7330] lr: 1.342e-05, eta: 4 days, 2:35:48, time: 1.434, data_time: 0.162, memory: 17088, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.1820, s0.acc: 94.1213, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2709, s1.loss_cls: 0.0872, s1.acc: 94.2268, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1263, s2.loss_cls: 0.0417, s2.acc: 94.3330, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0582, loss: 1.2322 2024-03-09 12:07:53,649 - mmdet - INFO - Epoch [2][4400/7330] lr: 1.342e-05, eta: 4 days, 2:35:47, time: 1.472, data_time: 0.181, memory: 17088, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.1684, s0.acc: 94.4304, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2710, s1.loss_cls: 0.0798, s1.acc: 94.5634, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1262, s2.loss_cls: 0.0391, s2.acc: 94.4877, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0583, loss: 1.2004 2024-03-09 12:09:06,516 - mmdet - INFO - Epoch [2][4450/7330] lr: 1.342e-05, eta: 4 days, 2:35:30, time: 1.457, data_time: 0.127, memory: 17088, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.1797, s0.acc: 94.1250, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2698, s1.loss_cls: 0.0858, s1.acc: 94.1283, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1247, s2.loss_cls: 0.0416, s2.acc: 94.2023, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0576, loss: 1.2149 2024-03-09 12:10:20,176 - mmdet - INFO - Epoch [2][4500/7330] lr: 1.342e-05, eta: 4 days, 2:35:29, time: 1.473, data_time: 0.191, memory: 17088, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.1813, s0.acc: 94.1931, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2695, s1.loss_cls: 0.0866, s1.acc: 94.2646, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1265, s2.loss_cls: 0.0426, s2.acc: 94.1871, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0587, loss: 1.2210 2024-03-09 12:11:36,911 - mmdet - INFO - Epoch [2][4550/7330] lr: 1.342e-05, eta: 4 days, 2:36:33, time: 1.535, data_time: 0.224, memory: 17088, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1686, s0.acc: 94.5901, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2654, s1.loss_cls: 0.0813, s1.acc: 94.6097, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1234, s2.loss_cls: 0.0394, s2.acc: 94.5475, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0567, loss: 1.1715 2024-03-09 12:12:47,585 - mmdet - INFO - Epoch [2][4600/7330] lr: 1.342e-05, eta: 4 days, 2:35:27, time: 1.413, data_time: 0.173, memory: 17088, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.1752, s0.acc: 94.3909, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2611, s1.loss_cls: 0.0832, s1.acc: 94.4877, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1231, s2.loss_cls: 0.0398, s2.acc: 94.5792, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0573, loss: 1.1833 2024-03-09 12:14:00,497 - mmdet - INFO - Epoch [2][4650/7330] lr: 1.342e-05, eta: 4 days, 2:35:09, time: 1.458, data_time: 0.109, memory: 17088, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.1881, s0.acc: 94.0491, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2760, s1.loss_cls: 0.0892, s1.acc: 94.1574, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1301, s2.loss_cls: 0.0432, s2.acc: 94.0607, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0603, loss: 1.2494 2024-03-09 12:15:16,903 - mmdet - INFO - Epoch [2][4700/7330] lr: 1.342e-05, eta: 4 days, 2:36:03, time: 1.528, data_time: 0.183, memory: 17088, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.1863, s0.acc: 94.0127, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2750, s1.loss_cls: 0.0888, s1.acc: 93.9474, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1293, s2.loss_cls: 0.0430, s2.acc: 94.0066, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0602, loss: 1.2577 2024-03-09 12:16:25,600 - mmdet - INFO - Epoch [2][4750/7330] lr: 1.342e-05, eta: 4 days, 2:34:16, time: 1.374, data_time: 0.148, memory: 17088, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1729, s0.acc: 94.5037, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2739, s1.loss_cls: 0.0817, s1.acc: 94.6267, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1271, s2.loss_cls: 0.0393, s2.acc: 94.5798, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0592, loss: 1.1852 2024-03-09 12:17:37,002 - mmdet - INFO - Epoch [2][4800/7330] lr: 1.342e-05, eta: 4 days, 2:33:25, time: 1.428, data_time: 0.191, memory: 17088, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.1766, s0.acc: 94.3281, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2704, s1.loss_cls: 0.0853, s1.acc: 94.3831, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1264, s2.loss_cls: 0.0412, s2.acc: 94.2742, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0585, loss: 1.2061 2024-03-09 12:18:46,237 - mmdet - INFO - Epoch [2][4850/7330] lr: 1.342e-05, eta: 4 days, 2:31:49, time: 1.385, data_time: 0.137, memory: 17088, loss_rpn_cls: 0.0533, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.1735, s0.acc: 94.3837, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2673, s1.loss_cls: 0.0809, s1.acc: 94.5874, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1248, s2.loss_cls: 0.0393, s2.acc: 94.5318, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0577, loss: 1.1993 2024-03-09 12:19:55,149 - mmdet - INFO - Epoch [2][4900/7330] lr: 1.342e-05, eta: 4 days, 2:30:07, time: 1.378, data_time: 0.131, memory: 17088, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.1919, s0.acc: 93.8230, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2793, s1.loss_cls: 0.0911, s1.acc: 93.9064, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1306, s2.loss_cls: 0.0440, s2.acc: 93.9967, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0606, loss: 1.2824 2024-03-09 12:21:09,332 - mmdet - INFO - Epoch [2][4950/7330] lr: 1.342e-05, eta: 4 days, 2:30:12, time: 1.484, data_time: 0.188, memory: 17088, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.1840, s0.acc: 94.1311, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2700, s1.loss_cls: 0.0891, s1.acc: 94.0927, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1275, s2.loss_cls: 0.0430, s2.acc: 94.0367, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0591, loss: 1.2269 2024-03-09 12:22:21,746 - mmdet - INFO - Epoch [2][5000/7330] lr: 1.342e-05, eta: 4 days, 2:29:42, time: 1.448, data_time: 0.128, memory: 17088, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.1834, s0.acc: 94.1335, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2667, s1.loss_cls: 0.0877, s1.acc: 94.1844, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1250, s2.loss_cls: 0.0428, s2.acc: 94.1800, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0575, loss: 1.2114 2024-03-09 12:23:29,748 - mmdet - INFO - Epoch [2][5050/7330] lr: 1.342e-05, eta: 4 days, 2:27:41, time: 1.360, data_time: 0.144, memory: 17088, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.1797, s0.acc: 94.1050, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2743, s1.loss_cls: 0.0882, s1.acc: 94.0639, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1275, s2.loss_cls: 0.0430, s2.acc: 93.9925, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0591, loss: 1.2337 2024-03-09 12:24:42,774 - mmdet - INFO - Epoch [2][5100/7330] lr: 1.342e-05, eta: 4 days, 2:27:22, time: 1.461, data_time: 0.174, memory: 17088, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.1808, s0.acc: 94.2000, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2710, s1.loss_cls: 0.0868, s1.acc: 94.1224, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1271, s2.loss_cls: 0.0427, s2.acc: 94.0478, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0596, loss: 1.2265 2024-03-09 12:25:55,880 - mmdet - INFO - Epoch [2][5150/7330] lr: 1.342e-05, eta: 4 days, 2:27:04, time: 1.462, data_time: 0.133, memory: 17088, loss_rpn_cls: 0.0516, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.1855, s0.acc: 94.0256, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2777, s1.loss_cls: 0.0876, s1.acc: 94.2164, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1290, s2.loss_cls: 0.0424, s2.acc: 94.0938, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0603, loss: 1.2484 2024-03-09 12:27:11,149 - mmdet - INFO - Epoch [2][5200/7330] lr: 1.342e-05, eta: 4 days, 2:27:30, time: 1.505, data_time: 0.174, memory: 17088, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.1667, s0.acc: 94.6289, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2684, s1.loss_cls: 0.0804, s1.acc: 94.6829, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1254, s2.loss_cls: 0.0395, s2.acc: 94.5386, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0580, loss: 1.1629 2024-03-09 12:28:25,930 - mmdet - INFO - Epoch [2][5250/7330] lr: 1.342e-05, eta: 4 days, 2:27:44, time: 1.495, data_time: 0.153, memory: 17088, loss_rpn_cls: 0.0546, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.1854, s0.acc: 93.9670, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2722, s1.loss_cls: 0.0885, s1.acc: 94.0721, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1282, s2.loss_cls: 0.0436, s2.acc: 93.9461, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0593, loss: 1.2475 2024-03-09 12:29:37,669 - mmdet - INFO - Epoch [2][5300/7330] lr: 1.342e-05, eta: 4 days, 2:26:58, time: 1.435, data_time: 0.123, memory: 17088, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.1747, s0.acc: 94.2708, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2678, s1.loss_cls: 0.0857, s1.acc: 94.2003, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1266, s2.loss_cls: 0.0417, s2.acc: 94.0914, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0589, loss: 1.2106 2024-03-09 12:30:50,899 - mmdet - INFO - Epoch [2][5350/7330] lr: 1.342e-05, eta: 4 days, 2:26:41, time: 1.465, data_time: 0.143, memory: 17088, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.1852, s0.acc: 93.9675, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2653, s1.loss_cls: 0.0891, s1.acc: 94.0051, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1247, s2.loss_cls: 0.0431, s2.acc: 93.9134, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0575, loss: 1.2401 2024-03-09 12:32:05,321 - mmdet - INFO - Epoch [2][5400/7330] lr: 1.342e-05, eta: 4 days, 2:26:47, time: 1.488, data_time: 0.126, memory: 17088, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.1982, s0.acc: 93.7542, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2788, s1.loss_cls: 0.0949, s1.acc: 93.8092, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1288, s2.loss_cls: 0.0458, s2.acc: 93.7848, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0592, loss: 1.2838 2024-03-09 12:33:16,536 - mmdet - INFO - Epoch [2][5450/7330] lr: 1.342e-05, eta: 4 days, 2:25:50, time: 1.424, data_time: 0.180, memory: 17088, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1885, s0.acc: 93.9595, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2778, s1.loss_cls: 0.0897, s1.acc: 94.0542, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1295, s2.loss_cls: 0.0436, s2.acc: 94.1106, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0602, loss: 1.2451 2024-03-09 12:34:31,231 - mmdet - INFO - Epoch [2][5500/7330] lr: 1.342e-05, eta: 4 days, 2:26:00, time: 1.494, data_time: 0.181, memory: 17088, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1653, s0.acc: 94.6238, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2651, s1.loss_cls: 0.0786, s1.acc: 94.7561, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1259, s2.loss_cls: 0.0385, s2.acc: 94.5617, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0585, loss: 1.1740 2024-03-09 12:35:41,321 - mmdet - INFO - Epoch [2][5550/7330] lr: 1.342e-05, eta: 4 days, 2:24:40, time: 1.402, data_time: 0.141, memory: 17088, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.1809, s0.acc: 94.1262, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2603, s1.loss_cls: 0.0867, s1.acc: 94.1753, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1236, s2.loss_cls: 0.0425, s2.acc: 94.1832, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0580, loss: 1.2144 2024-03-09 12:36:53,718 - mmdet - INFO - Epoch [2][5600/7330] lr: 1.342e-05, eta: 4 days, 2:24:05, time: 1.448, data_time: 0.149, memory: 17088, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.1841, s0.acc: 94.1890, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2715, s1.loss_cls: 0.0878, s1.acc: 94.3556, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1269, s2.loss_cls: 0.0423, s2.acc: 94.3377, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0581, loss: 1.2339 2024-03-09 12:38:04,430 - mmdet - INFO - Epoch [2][5650/7330] lr: 1.342e-05, eta: 4 days, 2:22:57, time: 1.414, data_time: 0.134, memory: 17088, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1852, s0.acc: 94.1558, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2802, s1.loss_cls: 0.0888, s1.acc: 94.2463, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1318, s2.loss_cls: 0.0431, s2.acc: 94.2082, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0612, loss: 1.2368 2024-03-09 12:39:12,289 - mmdet - INFO - Epoch [2][5700/7330] lr: 1.342e-05, eta: 4 days, 2:20:54, time: 1.357, data_time: 0.160, memory: 17088, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.1731, s0.acc: 94.3730, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2616, s1.loss_cls: 0.0839, s1.acc: 94.3517, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1230, s2.loss_cls: 0.0411, s2.acc: 94.3055, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0567, loss: 1.1755 2024-03-09 12:40:21,426 - mmdet - INFO - Epoch [2][5750/7330] lr: 1.342e-05, eta: 4 days, 2:19:15, time: 1.383, data_time: 0.125, memory: 17088, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.1780, s0.acc: 94.2454, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2669, s1.loss_cls: 0.0847, s1.acc: 94.4156, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1258, s2.loss_cls: 0.0413, s2.acc: 94.2984, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0581, loss: 1.2067 2024-03-09 12:41:31,203 - mmdet - INFO - Epoch [2][5800/7330] lr: 1.342e-05, eta: 4 days, 2:17:50, time: 1.396, data_time: 0.173, memory: 17088, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1738, s0.acc: 94.3938, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2694, s1.loss_cls: 0.0832, s1.acc: 94.5246, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1259, s2.loss_cls: 0.0409, s2.acc: 94.5032, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0583, loss: 1.1953 2024-03-09 12:42:40,836 - mmdet - INFO - Epoch [2][5850/7330] lr: 1.342e-05, eta: 4 days, 2:16:22, time: 1.393, data_time: 0.147, memory: 17088, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1722, s0.acc: 94.4917, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2711, s1.loss_cls: 0.0846, s1.acc: 94.3419, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1281, s2.loss_cls: 0.0420, s2.acc: 94.2215, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0593, loss: 1.1953 2024-03-09 12:43:55,551 - mmdet - INFO - Epoch [2][5900/7330] lr: 1.342e-05, eta: 4 days, 2:16:30, time: 1.494, data_time: 0.180, memory: 17088, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.1788, s0.acc: 94.2361, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2728, s1.loss_cls: 0.0848, s1.acc: 94.3283, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1269, s2.loss_cls: 0.0414, s2.acc: 94.3075, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0591, loss: 1.2214 2024-03-09 12:45:09,707 - mmdet - INFO - Epoch [2][5950/7330] lr: 1.342e-05, eta: 4 days, 2:16:27, time: 1.483, data_time: 0.133, memory: 17088, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.1857, s0.acc: 94.1245, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2595, s1.loss_cls: 0.0886, s1.acc: 94.1900, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1220, s2.loss_cls: 0.0438, s2.acc: 94.0206, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0570, loss: 1.2049 2024-03-09 12:46:24,090 - mmdet - INFO - Epoch [2][6000/7330] lr: 1.342e-05, eta: 4 days, 2:16:27, time: 1.488, data_time: 0.200, memory: 17088, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.1775, s0.acc: 94.2568, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2582, s1.loss_cls: 0.0850, s1.acc: 94.3269, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1203, s2.loss_cls: 0.0422, s2.acc: 94.1825, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0557, loss: 1.1975 2024-03-09 12:47:38,831 - mmdet - INFO - Epoch [2][6050/7330] lr: 1.342e-05, eta: 4 days, 2:16:34, time: 1.495, data_time: 0.100, memory: 17088, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.1745, s0.acc: 94.3730, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2608, s1.loss_cls: 0.0844, s1.acc: 94.3785, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1202, s2.loss_cls: 0.0405, s2.acc: 94.4482, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0562, loss: 1.1803 2024-03-09 12:48:55,363 - mmdet - INFO - Epoch [2][6100/7330] lr: 1.342e-05, eta: 4 days, 2:17:14, time: 1.531, data_time: 0.180, memory: 17088, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.1817, s0.acc: 94.0898, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2667, s1.loss_cls: 0.0879, s1.acc: 94.1372, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1266, s2.loss_cls: 0.0429, s2.acc: 94.0159, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0595, loss: 1.2266 2024-03-09 12:50:11,791 - mmdet - INFO - Epoch [2][6150/7330] lr: 1.342e-05, eta: 4 days, 2:17:51, time: 1.529, data_time: 0.161, memory: 17088, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.1882, s0.acc: 93.9343, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2632, s1.loss_cls: 0.0930, s1.acc: 93.8682, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1231, s2.loss_cls: 0.0454, s2.acc: 93.7598, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0570, loss: 1.2399 2024-03-09 12:51:23,316 - mmdet - INFO - Epoch [2][6200/7330] lr: 1.342e-05, eta: 4 days, 2:16:56, time: 1.430, data_time: 0.144, memory: 17088, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.1757, s0.acc: 94.2471, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2668, s1.loss_cls: 0.0853, s1.acc: 94.2341, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1255, s2.loss_cls: 0.0424, s2.acc: 94.1193, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0588, loss: 1.2097 2024-03-09 12:52:36,671 - mmdet - INFO - Epoch [2][6250/7330] lr: 1.342e-05, eta: 4 days, 2:16:35, time: 1.467, data_time: 0.144, memory: 17088, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.1756, s0.acc: 94.3796, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2733, s1.loss_cls: 0.0861, s1.acc: 94.3379, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1292, s2.loss_cls: 0.0416, s2.acc: 94.3010, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0602, loss: 1.2064 2024-03-09 12:53:47,415 - mmdet - INFO - Epoch [2][6300/7330] lr: 1.342e-05, eta: 4 days, 2:15:26, time: 1.415, data_time: 0.187, memory: 17088, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1881, s0.acc: 94.0188, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2678, s1.loss_cls: 0.0923, s1.acc: 93.8694, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1259, s2.loss_cls: 0.0449, s2.acc: 93.7405, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0591, loss: 1.2398 2024-03-09 12:55:00,899 - mmdet - INFO - Epoch [2][6350/7330] lr: 1.342e-05, eta: 4 days, 2:15:06, time: 1.470, data_time: 0.138, memory: 17088, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1838, s0.acc: 94.1221, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2674, s1.loss_cls: 0.0896, s1.acc: 94.0515, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1248, s2.loss_cls: 0.0438, s2.acc: 93.9563, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0585, loss: 1.2210 2024-03-09 12:56:10,039 - mmdet - INFO - Epoch [2][6400/7330] lr: 1.342e-05, eta: 4 days, 2:13:27, time: 1.383, data_time: 0.189, memory: 17088, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.1780, s0.acc: 94.3633, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2656, s1.loss_cls: 0.0871, s1.acc: 94.3441, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1235, s2.loss_cls: 0.0426, s2.acc: 94.1774, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0571, loss: 1.1979 2024-03-09 12:57:24,726 - mmdet - INFO - Epoch [2][6450/7330] lr: 1.342e-05, eta: 4 days, 2:13:30, time: 1.494, data_time: 0.185, memory: 17088, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.1826, s0.acc: 94.2058, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2638, s1.loss_cls: 0.0861, s1.acc: 94.3112, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1240, s2.loss_cls: 0.0414, s2.acc: 94.2992, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0584, loss: 1.2218 2024-03-09 12:58:36,762 - mmdet - INFO - Epoch [2][6500/7330] lr: 1.342e-05, eta: 4 days, 2:12:43, time: 1.441, data_time: 0.180, memory: 17088, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1750, s0.acc: 94.3472, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2606, s1.loss_cls: 0.0848, s1.acc: 94.2978, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1231, s2.loss_cls: 0.0417, s2.acc: 94.2531, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0574, loss: 1.1861 2024-03-09 12:59:51,050 - mmdet - INFO - Epoch [2][6550/7330] lr: 1.342e-05, eta: 4 days, 2:12:37, time: 1.486, data_time: 0.159, memory: 17088, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.1759, s0.acc: 94.3716, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2651, s1.loss_cls: 0.0826, s1.acc: 94.4457, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1241, s2.loss_cls: 0.0414, s2.acc: 94.3002, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0576, loss: 1.2049 2024-03-09 13:01:03,740 - mmdet - INFO - Epoch [2][6600/7330] lr: 1.342e-05, eta: 4 days, 2:12:02, time: 1.454, data_time: 0.134, memory: 17088, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.1802, s0.acc: 94.1799, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2635, s1.loss_cls: 0.0871, s1.acc: 94.2087, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1222, s2.loss_cls: 0.0423, s2.acc: 94.1661, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0564, loss: 1.1957 2024-03-09 13:02:16,843 - mmdet - INFO - Epoch [2][6650/7330] lr: 1.342e-05, eta: 4 days, 2:11:34, time: 1.462, data_time: 0.180, memory: 17088, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.1735, s0.acc: 94.4358, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2618, s1.loss_cls: 0.0838, s1.acc: 94.5106, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1228, s2.loss_cls: 0.0408, s2.acc: 94.4394, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0572, loss: 1.1801 2024-03-09 13:03:31,695 - mmdet - INFO - Epoch [2][6700/7330] lr: 1.342e-05, eta: 4 days, 2:11:37, time: 1.497, data_time: 0.149, memory: 17088, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.1855, s0.acc: 94.0891, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2707, s1.loss_cls: 0.0876, s1.acc: 94.1852, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1267, s2.loss_cls: 0.0421, s2.acc: 94.2751, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0588, loss: 1.2311 2024-03-09 13:04:44,966 - mmdet - INFO - Epoch [2][6750/7330] lr: 1.342e-05, eta: 4 days, 2:11:10, time: 1.465, data_time: 0.214, memory: 17088, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.1757, s0.acc: 94.4048, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2648, s1.loss_cls: 0.0859, s1.acc: 94.3574, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1240, s2.loss_cls: 0.0420, s2.acc: 94.2915, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0579, loss: 1.1833 2024-03-09 13:05:58,888 - mmdet - INFO - Epoch [2][6800/7330] lr: 1.342e-05, eta: 4 days, 2:10:56, time: 1.479, data_time: 0.142, memory: 17088, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.1940, s0.acc: 93.9736, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2762, s1.loss_cls: 0.0935, s1.acc: 93.9877, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1285, s2.loss_cls: 0.0451, s2.acc: 93.9954, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0594, loss: 1.2533 2024-03-09 13:07:08,811 - mmdet - INFO - Epoch [2][6850/7330] lr: 1.342e-05, eta: 4 days, 2:09:30, time: 1.398, data_time: 0.163, memory: 17088, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.1731, s0.acc: 94.5032, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2613, s1.loss_cls: 0.0816, s1.acc: 94.6685, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1224, s2.loss_cls: 0.0399, s2.acc: 94.4977, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0569, loss: 1.1765 2024-03-09 13:08:19,098 - mmdet - INFO - Epoch [2][6900/7330] lr: 1.342e-05, eta: 4 days, 2:08:11, time: 1.406, data_time: 0.144, memory: 17088, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1827, s0.acc: 94.1953, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2667, s1.loss_cls: 0.0876, s1.acc: 94.2872, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1243, s2.loss_cls: 0.0426, s2.acc: 94.2336, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0573, loss: 1.2131 2024-03-09 13:09:27,349 - mmdet - INFO - Epoch [2][6950/7330] lr: 1.342e-05, eta: 4 days, 2:06:17, time: 1.365, data_time: 0.129, memory: 17088, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.1802, s0.acc: 94.1321, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2701, s1.loss_cls: 0.0863, s1.acc: 94.2857, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1272, s2.loss_cls: 0.0423, s2.acc: 94.1290, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0590, loss: 1.2324 2024-03-09 13:10:40,916 - mmdet - INFO - Epoch [2][7000/7330] lr: 1.342e-05, eta: 4 days, 2:05:55, time: 1.471, data_time: 0.167, memory: 17088, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.1783, s0.acc: 94.2214, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2673, s1.loss_cls: 0.0865, s1.acc: 94.2427, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1256, s2.loss_cls: 0.0420, s2.acc: 94.2317, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0586, loss: 1.2059 2024-03-09 13:11:51,578 - mmdet - INFO - Epoch [2][7050/7330] lr: 1.342e-05, eta: 4 days, 2:04:43, time: 1.413, data_time: 0.153, memory: 17088, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.1816, s0.acc: 94.2104, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2614, s1.loss_cls: 0.0864, s1.acc: 94.3480, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1214, s2.loss_cls: 0.0417, s2.acc: 94.3470, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0563, loss: 1.1975 2024-03-09 13:13:05,384 - mmdet - INFO - Epoch [2][7100/7330] lr: 1.342e-05, eta: 4 days, 2:04:25, time: 1.476, data_time: 0.122, memory: 17088, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.1819, s0.acc: 93.9324, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2651, s1.loss_cls: 0.0874, s1.acc: 94.0536, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1241, s2.loss_cls: 0.0429, s2.acc: 93.9878, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0571, loss: 1.2306 2024-03-09 13:14:15,387 - mmdet - INFO - Epoch [2][7150/7330] lr: 1.342e-05, eta: 4 days, 2:03:00, time: 1.400, data_time: 0.158, memory: 17088, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1789, s0.acc: 94.2197, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2622, s1.loss_cls: 0.0877, s1.acc: 94.2083, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1211, s2.loss_cls: 0.0426, s2.acc: 94.1164, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0565, loss: 1.1906 2024-03-09 13:15:26,293 - mmdet - INFO - Epoch [2][7200/7330] lr: 1.342e-05, eta: 4 days, 2:01:52, time: 1.418, data_time: 0.158, memory: 17088, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1789, s0.acc: 94.1511, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2542, s1.loss_cls: 0.0888, s1.acc: 94.0343, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1186, s2.loss_cls: 0.0443, s2.acc: 93.9135, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0556, loss: 1.1786 2024-03-09 13:16:40,696 - mmdet - INFO - Epoch [2][7250/7330] lr: 1.342e-05, eta: 4 days, 2:01:44, time: 1.488, data_time: 0.151, memory: 17088, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.1815, s0.acc: 94.0354, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2569, s1.loss_cls: 0.0884, s1.acc: 94.0287, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1206, s2.loss_cls: 0.0434, s2.acc: 93.8913, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0558, loss: 1.2078 2024-03-09 13:17:53,237 - mmdet - INFO - Epoch [2][7300/7330] lr: 1.342e-05, eta: 4 days, 2:01:03, time: 1.451, data_time: 0.149, memory: 17088, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.1812, s0.acc: 94.1738, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2589, s1.loss_cls: 0.0870, s1.acc: 94.1626, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1208, s2.loss_cls: 0.0427, s2.acc: 94.1176, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0558, loss: 1.2015 2024-03-09 13:18:31,357 - mmdet - INFO - Saving checkpoint at 2 epochs 2024-03-09 13:24:34,190 - mmdet - INFO - Evaluating bbox... 2024-03-09 13:25:08,976 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.379 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.559 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.413 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.200 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.419 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.524 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.524 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.524 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.307 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 ] = 0.707 2024-03-09 13:25:08,976 - mmdet - INFO - Evaluating segm... 2024-03-09 13:25:53,863 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.344 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.541 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.371 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.145 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.376 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.474 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.474 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.474 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.259 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.527 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.656 2024-03-09 13:25:54,543 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-09 13:25:54,544 - mmdet - INFO - Epoch(val) [2][1250] bbox_mAP: 0.3790, bbox_mAP_50: 0.5590, bbox_mAP_75: 0.4130, bbox_mAP_s: 0.2000, bbox_mAP_m: 0.4190, bbox_mAP_l: 0.5290, bbox_mAP_copypaste: 0.379 0.559 0.413 0.200 0.419 0.529, segm_mAP: 0.3440, segm_mAP_50: 0.5410, segm_mAP_75: 0.3710, segm_mAP_s: 0.1450, segm_mAP_m: 0.3760, segm_mAP_l: 0.5280, segm_mAP_copypaste: 0.344 0.541 0.371 0.145 0.376 0.528 2024-03-09 13:27:11,708 - mmdet - INFO - Epoch [3][50/7330] lr: 1.342e-05, eta: 4 days, 1:48:55, time: 1.539, data_time: 0.290, memory: 17088, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.1734, s0.acc: 94.1643, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2512, s1.loss_cls: 0.0846, s1.acc: 94.1461, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1181, s2.loss_cls: 0.0411, s2.acc: 94.0767, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0548, loss: 1.1806 2024-03-09 13:28:24,079 - mmdet - INFO - Epoch [3][100/7330] lr: 1.342e-05, eta: 4 days, 1:48:13, time: 1.448, data_time: 0.199, memory: 17088, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.1730, s0.acc: 94.1812, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2644, s1.loss_cls: 0.0833, s1.acc: 94.2740, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1233, s2.loss_cls: 0.0409, s2.acc: 94.1577, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0572, loss: 1.1977 2024-03-09 13:29:38,123 - mmdet - INFO - Epoch [3][150/7330] lr: 1.342e-05, eta: 4 days, 1:47:59, time: 1.481, data_time: 0.143, memory: 17088, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.1826, s0.acc: 94.0691, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2695, s1.loss_cls: 0.0869, s1.acc: 94.1269, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1239, s2.loss_cls: 0.0421, s2.acc: 94.1246, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0572, loss: 1.2288 2024-03-09 13:30:52,133 - mmdet - INFO - Epoch [3][200/7330] lr: 1.342e-05, eta: 4 days, 1:47:44, time: 1.480, data_time: 0.141, memory: 17088, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.1727, s0.acc: 94.2898, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2695, s1.loss_cls: 0.0829, s1.acc: 94.3726, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1278, s2.loss_cls: 0.0403, s2.acc: 94.3523, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0592, loss: 1.2008 2024-03-09 13:32:04,993 - mmdet - INFO - Epoch [3][250/7330] lr: 1.342e-05, eta: 4 days, 1:47:10, time: 1.457, data_time: 0.145, memory: 17088, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1837, s0.acc: 94.0940, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2548, s1.loss_cls: 0.0875, s1.acc: 94.1731, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1196, s2.loss_cls: 0.0422, s2.acc: 94.1083, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0554, loss: 1.2011 2024-03-09 13:33:19,949 - mmdet - INFO - Epoch [3][300/7330] lr: 1.342e-05, eta: 4 days, 1:47:10, time: 1.499, data_time: 0.189, memory: 17088, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1711, s0.acc: 94.4895, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2609, s1.loss_cls: 0.0811, s1.acc: 94.5716, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1217, s2.loss_cls: 0.0396, s2.acc: 94.5347, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0566, loss: 1.1685 2024-03-09 13:34:32,411 - mmdet - INFO - Epoch [3][350/7330] lr: 1.342e-05, eta: 4 days, 1:46:28, time: 1.449, data_time: 0.134, memory: 17088, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.1798, s0.acc: 94.2175, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2594, s1.loss_cls: 0.0873, s1.acc: 94.1973, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1212, s2.loss_cls: 0.0424, s2.acc: 94.2427, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0566, loss: 1.1996 2024-03-09 13:35:43,551 - mmdet - INFO - Epoch [3][400/7330] lr: 1.342e-05, eta: 4 days, 1:45:25, time: 1.423, data_time: 0.168, memory: 17088, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.1612, s0.acc: 94.7300, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2568, s1.loss_cls: 0.0771, s1.acc: 94.7884, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1200, s2.loss_cls: 0.0385, s2.acc: 94.6185, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0558, loss: 1.1369 2024-03-09 13:36:55,343 - mmdet - INFO - Epoch [3][450/7330] lr: 1.342e-05, eta: 4 days, 1:44:32, time: 1.436, data_time: 0.122, memory: 17088, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.1739, s0.acc: 94.3691, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2641, s1.loss_cls: 0.0840, s1.acc: 94.2811, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1231, s2.loss_cls: 0.0416, s2.acc: 94.1389, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0566, loss: 1.1985 2024-03-09 13:38:06,591 - mmdet - INFO - Epoch [3][500/7330] lr: 1.342e-05, eta: 4 days, 1:43:29, time: 1.425, data_time: 0.163, memory: 17088, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.1774, s0.acc: 94.1301, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2655, s1.loss_cls: 0.0856, s1.acc: 94.1749, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1243, s2.loss_cls: 0.0416, s2.acc: 94.2023, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0572, loss: 1.2103 2024-03-09 13:39:22,198 - mmdet - INFO - Epoch [3][550/7330] lr: 1.342e-05, eta: 4 days, 1:43:38, time: 1.512, data_time: 0.149, memory: 17088, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.1758, s0.acc: 94.2839, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2568, s1.loss_cls: 0.0835, s1.acc: 94.3093, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1207, s2.loss_cls: 0.0407, s2.acc: 94.2075, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0560, loss: 1.1911 2024-03-09 13:40:34,800 - mmdet - INFO - Epoch [3][600/7330] lr: 1.342e-05, eta: 4 days, 1:42:58, time: 1.452, data_time: 0.187, memory: 17088, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.1747, s0.acc: 94.2981, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2650, s1.loss_cls: 0.0836, s1.acc: 94.4248, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1260, s2.loss_cls: 0.0412, s2.acc: 94.2612, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0590, loss: 1.1985 2024-03-09 13:41:45,568 - mmdet - INFO - Epoch [3][650/7330] lr: 1.342e-05, eta: 4 days, 1:41:48, time: 1.415, data_time: 0.177, memory: 17088, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1675, s0.acc: 94.4841, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2572, s1.loss_cls: 0.0801, s1.acc: 94.5411, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1203, s2.loss_cls: 0.0401, s2.acc: 94.3584, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0567, loss: 1.1549 2024-03-09 13:42:58,830 - mmdet - INFO - Epoch [3][700/7330] lr: 1.342e-05, eta: 4 days, 1:41:18, time: 1.465, data_time: 0.182, memory: 17088, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.1784, s0.acc: 94.2729, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2645, s1.loss_cls: 0.0848, s1.acc: 94.3768, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1245, s2.loss_cls: 0.0411, s2.acc: 94.2705, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0578, loss: 1.2007 2024-03-09 13:44:12,403 - mmdet - INFO - Epoch [3][750/7330] lr: 1.342e-05, eta: 4 days, 1:40:52, time: 1.471, data_time: 0.181, memory: 17088, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.1824, s0.acc: 94.2141, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2684, s1.loss_cls: 0.0888, s1.acc: 94.1995, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1249, s2.loss_cls: 0.0433, s2.acc: 94.1851, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0578, loss: 1.2135 2024-03-09 13:45:19,724 - mmdet - INFO - Epoch [3][800/7330] lr: 1.342e-05, eta: 4 days, 1:38:46, time: 1.346, data_time: 0.161, memory: 17088, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.1782, s0.acc: 94.2600, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2577, s1.loss_cls: 0.0843, s1.acc: 94.3945, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1226, s2.loss_cls: 0.0413, s2.acc: 94.3306, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0572, loss: 1.1925 2024-03-09 13:46:34,326 - mmdet - INFO - Epoch [3][850/7330] lr: 1.342e-05, eta: 4 days, 1:38:37, time: 1.492, data_time: 0.179, memory: 17088, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.1711, s0.acc: 94.4448, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2609, s1.loss_cls: 0.0837, s1.acc: 94.3840, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1221, s2.loss_cls: 0.0408, s2.acc: 94.3381, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0566, loss: 1.1777 2024-03-09 13:47:48,305 - mmdet - INFO - Epoch [3][900/7330] lr: 1.342e-05, eta: 4 days, 1:38:18, time: 1.480, data_time: 0.143, memory: 17088, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1762, s0.acc: 94.3274, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2697, s1.loss_cls: 0.0857, s1.acc: 94.3549, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1257, s2.loss_cls: 0.0420, s2.acc: 94.2619, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0581, loss: 1.2021 2024-03-09 13:48:57,739 - mmdet - INFO - Epoch [3][950/7330] lr: 1.342e-05, eta: 4 days, 1:36:45, time: 1.389, data_time: 0.136, memory: 17088, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.1685, s0.acc: 94.4956, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2590, s1.loss_cls: 0.0812, s1.acc: 94.4825, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1216, s2.loss_cls: 0.0399, s2.acc: 94.4552, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0564, loss: 1.1575 2024-03-09 13:50:10,737 - mmdet - INFO - Epoch [3][1000/7330] lr: 1.342e-05, eta: 4 days, 1:36:10, time: 1.460, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1742, s0.acc: 94.3010, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2574, s1.loss_cls: 0.0848, s1.acc: 94.2789, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1199, s2.loss_cls: 0.0422, s2.acc: 94.0233, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0562, loss: 1.1775 2024-03-09 13:51:22,212 - mmdet - INFO - Epoch [3][1050/7330] lr: 1.342e-05, eta: 4 days, 1:35:10, time: 1.429, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.1874, s0.acc: 93.9163, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2643, s1.loss_cls: 0.0908, s1.acc: 93.9038, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1236, s2.loss_cls: 0.0433, s2.acc: 93.9803, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0572, loss: 1.2442 2024-03-09 13:52:30,480 - mmdet - INFO - Epoch [3][1100/7330] lr: 1.342e-05, eta: 4 days, 1:33:20, time: 1.365, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.1842, s0.acc: 93.9597, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2657, s1.loss_cls: 0.0873, s1.acc: 94.1360, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1237, s2.loss_cls: 0.0427, s2.acc: 93.9628, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0574, loss: 1.2392 2024-03-09 13:53:42,934 - mmdet - INFO - Epoch [3][1150/7330] lr: 1.342e-05, eta: 4 days, 1:32:35, time: 1.449, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.1775, s0.acc: 94.2522, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2587, s1.loss_cls: 0.0849, s1.acc: 94.3084, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1229, s2.loss_cls: 0.0416, s2.acc: 94.1997, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0576, loss: 1.1891 2024-03-09 13:54:54,984 - mmdet - INFO - Epoch [3][1200/7330] lr: 1.342e-05, eta: 4 days, 1:31:45, time: 1.441, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.1815, s0.acc: 94.1758, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2631, s1.loss_cls: 0.0864, s1.acc: 94.2021, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1254, s2.loss_cls: 0.0423, s2.acc: 94.1345, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0584, loss: 1.2091 2024-03-09 13:56:07,954 - mmdet - INFO - Epoch [3][1250/7330] lr: 1.342e-05, eta: 4 days, 1:31:08, time: 1.459, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.1762, s0.acc: 94.1365, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2600, s1.loss_cls: 0.0849, s1.acc: 94.2034, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1220, s2.loss_cls: 0.0421, s2.acc: 94.1078, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0570, loss: 1.2026 2024-03-09 13:57:18,799 - mmdet - INFO - Epoch [3][1300/7330] lr: 1.342e-05, eta: 4 days, 1:29:58, time: 1.417, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1829, s0.acc: 94.0085, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2638, s1.loss_cls: 0.0886, s1.acc: 93.9548, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1221, s2.loss_cls: 0.0442, s2.acc: 93.7632, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0566, loss: 1.2122 2024-03-09 13:58:28,558 - mmdet - INFO - Epoch [3][1350/7330] lr: 1.342e-05, eta: 4 days, 1:28:31, time: 1.395, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.1865, s0.acc: 93.9785, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2615, s1.loss_cls: 0.0918, s1.acc: 93.8939, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1216, s2.loss_cls: 0.0452, s2.acc: 93.6553, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0557, loss: 1.2297 2024-03-09 13:59:42,042 - mmdet - INFO - Epoch [3][1400/7330] lr: 1.342e-05, eta: 4 days, 1:28:02, time: 1.470, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.1822, s0.acc: 94.0686, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2657, s1.loss_cls: 0.0879, s1.acc: 94.0848, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1241, s2.loss_cls: 0.0434, s2.acc: 93.9559, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0576, loss: 1.2128 2024-03-09 14:00:52,496 - mmdet - INFO - Epoch [3][1450/7330] lr: 1.342e-05, eta: 4 days, 1:26:46, time: 1.409, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.1796, s0.acc: 94.1594, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2672, s1.loss_cls: 0.0850, s1.acc: 94.3112, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1247, s2.loss_cls: 0.0421, s2.acc: 94.1144, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0577, loss: 1.2073 2024-03-09 14:02:05,001 - mmdet - INFO - Epoch [3][1500/7330] lr: 1.342e-05, eta: 4 days, 1:26:02, time: 1.450, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1701, s0.acc: 94.3643, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2639, s1.loss_cls: 0.0843, s1.acc: 94.2926, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1226, s2.loss_cls: 0.0418, s2.acc: 94.0826, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0568, loss: 1.1815 2024-03-09 14:03:15,236 - mmdet - INFO - Epoch [3][1550/7330] lr: 1.342e-05, eta: 4 days, 1:24:42, time: 1.405, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1746, s0.acc: 94.2461, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2558, s1.loss_cls: 0.0843, s1.acc: 94.2811, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1198, s2.loss_cls: 0.0418, s2.acc: 94.0848, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0557, loss: 1.1874 2024-03-09 14:04:24,817 - mmdet - INFO - Epoch [3][1600/7330] lr: 1.342e-05, eta: 4 days, 1:23:13, time: 1.392, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1798, s0.acc: 94.1099, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2602, s1.loss_cls: 0.0873, s1.acc: 94.0812, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1214, s2.loss_cls: 0.0428, s2.acc: 93.9662, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0565, loss: 1.2002 2024-03-09 14:05:37,288 - mmdet - INFO - Epoch [3][1650/7330] lr: 1.342e-05, eta: 4 days, 1:22:27, time: 1.449, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.1791, s0.acc: 94.0247, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2608, s1.loss_cls: 0.0875, s1.acc: 94.0017, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1216, s2.loss_cls: 0.0433, s2.acc: 93.8347, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0562, loss: 1.2073 2024-03-09 14:06:52,587 - mmdet - INFO - Epoch [3][1700/7330] lr: 1.342e-05, eta: 4 days, 1:22:25, time: 1.506, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.1924, s0.acc: 93.6570, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2686, s1.loss_cls: 0.0936, s1.acc: 93.7625, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1258, s2.loss_cls: 0.0455, s2.acc: 93.6959, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0581, loss: 1.2657 2024-03-09 14:08:04,198 - mmdet - INFO - Epoch [3][1750/7330] lr: 1.342e-05, eta: 4 days, 1:21:26, time: 1.432, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1818, s0.acc: 94.1301, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2603, s1.loss_cls: 0.0857, s1.acc: 94.2356, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1220, s2.loss_cls: 0.0415, s2.acc: 94.2767, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0567, loss: 1.2006 2024-03-09 14:09:15,067 - mmdet - INFO - Epoch [3][1800/7330] lr: 1.342e-05, eta: 4 days, 1:20:16, time: 1.417, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.1856, s0.acc: 94.0757, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2586, s1.loss_cls: 0.0893, s1.acc: 94.1239, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1214, s2.loss_cls: 0.0439, s2.acc: 94.0737, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0558, loss: 1.2165 2024-03-09 14:10:30,211 - mmdet - INFO - Epoch [3][1850/7330] lr: 1.342e-05, eta: 4 days, 1:20:10, time: 1.503, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.1793, s0.acc: 94.1157, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2627, s1.loss_cls: 0.0876, s1.acc: 94.0462, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1236, s2.loss_cls: 0.0434, s2.acc: 93.9758, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0574, loss: 1.2157 2024-03-09 14:11:39,650 - mmdet - INFO - Epoch [3][1900/7330] lr: 1.342e-05, eta: 4 days, 1:18:39, time: 1.389, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1744, s0.acc: 94.2200, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2562, s1.loss_cls: 0.0866, s1.acc: 94.1004, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1205, s2.loss_cls: 0.0428, s2.acc: 93.9775, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0559, loss: 1.1831 2024-03-09 14:12:51,075 - mmdet - INFO - Epoch [3][1950/7330] lr: 1.342e-05, eta: 4 days, 1:17:37, time: 1.428, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.1892, s0.acc: 93.8699, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2625, s1.loss_cls: 0.0927, s1.acc: 93.7678, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1236, s2.loss_cls: 0.0448, s2.acc: 93.7952, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0572, loss: 1.2290 2024-03-09 14:14:05,520 - mmdet - INFO - Epoch [3][2000/7330] lr: 1.342e-05, eta: 4 days, 1:17:20, time: 1.489, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.1802, s0.acc: 94.0637, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2631, s1.loss_cls: 0.0868, s1.acc: 94.1666, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1243, s2.loss_cls: 0.0421, s2.acc: 94.1440, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0576, loss: 1.2186 2024-03-09 14:15:17,632 - mmdet - INFO - Epoch [3][2050/7330] lr: 1.342e-05, eta: 4 days, 1:16:28, time: 1.442, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1783, s0.acc: 94.1106, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2606, s1.loss_cls: 0.0875, s1.acc: 94.0908, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1223, s2.loss_cls: 0.0426, s2.acc: 94.0895, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0571, loss: 1.2011 2024-03-09 14:16:28,806 - mmdet - INFO - Epoch [3][2100/7330] lr: 1.342e-05, eta: 4 days, 1:15:22, time: 1.423, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.1740, s0.acc: 94.4812, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2540, s1.loss_cls: 0.0854, s1.acc: 94.3724, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1187, s2.loss_cls: 0.0422, s2.acc: 94.2298, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0554, loss: 1.1697 2024-03-09 14:17:41,188 - mmdet - INFO - Epoch [3][2150/7330] lr: 1.342e-05, eta: 4 days, 1:14:33, time: 1.448, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1784, s0.acc: 94.1475, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2667, s1.loss_cls: 0.0852, s1.acc: 94.1619, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1242, s2.loss_cls: 0.0411, s2.acc: 94.1629, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0574, loss: 1.2005 2024-03-09 14:18:56,335 - mmdet - INFO - Epoch [3][2200/7330] lr: 1.342e-05, eta: 4 days, 1:14:26, time: 1.503, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1669, s0.acc: 94.4902, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2539, s1.loss_cls: 0.0813, s1.acc: 94.4702, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1196, s2.loss_cls: 0.0400, s2.acc: 94.4168, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0557, loss: 1.1487 2024-03-09 14:20:07,694 - mmdet - INFO - Epoch [3][2250/7330] lr: 1.342e-05, eta: 4 days, 1:13:22, time: 1.427, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1736, s0.acc: 94.2256, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2607, s1.loss_cls: 0.0850, s1.acc: 94.1589, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1219, s2.loss_cls: 0.0420, s2.acc: 94.0713, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0559, loss: 1.1792 2024-03-09 14:21:15,727 - mmdet - INFO - Epoch [3][2300/7330] lr: 1.342e-05, eta: 4 days, 1:11:30, time: 1.361, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1741, s0.acc: 94.3777, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2632, s1.loss_cls: 0.0826, s1.acc: 94.4536, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1229, s2.loss_cls: 0.0408, s2.acc: 94.2708, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0572, loss: 1.1835 2024-03-09 14:22:27,117 - mmdet - INFO - Epoch [3][2350/7330] lr: 1.342e-05, eta: 4 days, 1:10:27, time: 1.428, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.1687, s0.acc: 94.3889, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2566, s1.loss_cls: 0.0800, s1.acc: 94.4415, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1202, s2.loss_cls: 0.0402, s2.acc: 94.3022, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0559, loss: 1.1795 2024-03-09 14:23:37,093 - mmdet - INFO - Epoch [3][2400/7330] lr: 1.342e-05, eta: 4 days, 1:09:03, time: 1.400, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1809, s0.acc: 93.9921, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2607, s1.loss_cls: 0.0878, s1.acc: 93.9300, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1218, s2.loss_cls: 0.0428, s2.acc: 93.8724, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0560, loss: 1.2018 2024-03-09 14:24:49,560 - mmdet - INFO - Epoch [3][2450/7330] lr: 1.342e-05, eta: 4 days, 1:08:16, time: 1.449, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.1834, s0.acc: 93.9712, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2610, s1.loss_cls: 0.0864, s1.acc: 94.1500, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1212, s2.loss_cls: 0.0421, s2.acc: 94.0499, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0561, loss: 1.2252 2024-03-09 14:26:04,831 - mmdet - INFO - Epoch [3][2500/7330] lr: 1.342e-05, eta: 4 days, 1:08:08, time: 1.505, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.1803, s0.acc: 94.0845, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2668, s1.loss_cls: 0.0858, s1.acc: 94.1455, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1234, s2.loss_cls: 0.0421, s2.acc: 94.0607, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0571, loss: 1.2232 2024-03-09 14:27:13,594 - mmdet - INFO - Epoch [3][2550/7330] lr: 1.342e-05, eta: 4 days, 1:06:28, time: 1.376, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.1843, s0.acc: 94.0193, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2603, s1.loss_cls: 0.0859, s1.acc: 94.2584, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1225, s2.loss_cls: 0.0419, s2.acc: 94.2240, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0568, loss: 1.2124 2024-03-09 14:28:30,157 - mmdet - INFO - Epoch [3][2600/7330] lr: 1.342e-05, eta: 4 days, 1:06:38, time: 1.531, data_time: 0.213, memory: 17966, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.1859, s0.acc: 93.9966, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2667, s1.loss_cls: 0.0897, s1.acc: 94.0056, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1244, s2.loss_cls: 0.0435, s2.acc: 93.9760, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0576, loss: 1.2310 2024-03-09 14:29:41,681 - mmdet - INFO - Epoch [3][2650/7330] lr: 1.342e-05, eta: 4 days, 1:05:36, time: 1.430, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1691, s0.acc: 94.4119, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2588, s1.loss_cls: 0.0807, s1.acc: 94.4975, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1206, s2.loss_cls: 0.0393, s2.acc: 94.3726, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0559, loss: 1.1628 2024-03-09 14:30:55,095 - mmdet - INFO - Epoch [3][2700/7330] lr: 1.342e-05, eta: 4 days, 1:05:02, time: 1.468, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.1802, s0.acc: 94.1865, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2599, s1.loss_cls: 0.0856, s1.acc: 94.1931, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1237, s2.loss_cls: 0.0415, s2.acc: 94.2236, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0578, loss: 1.2074 2024-03-09 14:32:05,277 - mmdet - INFO - Epoch [3][2750/7330] lr: 1.342e-05, eta: 4 days, 1:03:41, time: 1.404, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1797, s0.acc: 94.0598, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2583, s1.loss_cls: 0.0863, s1.acc: 94.1053, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1232, s2.loss_cls: 0.0431, s2.acc: 93.9776, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0575, loss: 1.2128 2024-03-09 14:33:15,420 - mmdet - INFO - Epoch [3][2800/7330] lr: 1.342e-05, eta: 4 days, 1:02:19, time: 1.403, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1728, s0.acc: 94.2468, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2601, s1.loss_cls: 0.0832, s1.acc: 94.2753, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1232, s2.loss_cls: 0.0412, s2.acc: 94.1426, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0570, loss: 1.1944 2024-03-09 14:34:26,161 - mmdet - INFO - Epoch [3][2850/7330] lr: 1.342e-05, eta: 4 days, 1:01:06, time: 1.415, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.1835, s0.acc: 94.0007, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2648, s1.loss_cls: 0.0876, s1.acc: 94.0837, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1235, s2.loss_cls: 0.0431, s2.acc: 94.0376, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0571, loss: 1.2257 2024-03-09 14:35:36,139 - mmdet - INFO - Epoch [3][2900/7330] lr: 1.342e-05, eta: 4 days, 0:59:43, time: 1.400, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1909, s0.acc: 93.8904, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2678, s1.loss_cls: 0.0924, s1.acc: 93.8805, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1241, s2.loss_cls: 0.0450, s2.acc: 93.8481, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0573, loss: 1.2469 2024-03-09 14:36:47,141 - mmdet - INFO - Epoch [3][2950/7330] lr: 1.342e-05, eta: 4 days, 0:58:34, time: 1.420, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.1808, s0.acc: 94.1250, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2603, s1.loss_cls: 0.0885, s1.acc: 94.1094, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1216, s2.loss_cls: 0.0437, s2.acc: 93.8264, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0566, loss: 1.1974 2024-03-09 14:37:56,210 - mmdet - INFO - Epoch [3][3000/7330] lr: 1.342e-05, eta: 4 days, 0:56:57, time: 1.381, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1789, s0.acc: 94.1140, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2628, s1.loss_cls: 0.0872, s1.acc: 94.0869, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1235, s2.loss_cls: 0.0434, s2.acc: 93.9169, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0577, loss: 1.2110 2024-03-09 14:39:08,400 - mmdet - INFO - Epoch [3][3050/7330] lr: 1.342e-05, eta: 4 days, 0:56:05, time: 1.444, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1710, s0.acc: 94.3911, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2583, s1.loss_cls: 0.0845, s1.acc: 94.3228, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1221, s2.loss_cls: 0.0417, s2.acc: 94.2541, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0572, loss: 1.1686 2024-03-09 14:40:16,485 - mmdet - INFO - Epoch [3][3100/7330] lr: 1.342e-05, eta: 4 days, 0:54:15, time: 1.361, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1684, s0.acc: 94.5806, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2573, s1.loss_cls: 0.0811, s1.acc: 94.5787, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1235, s2.loss_cls: 0.0405, s2.acc: 94.3700, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0571, loss: 1.1580 2024-03-09 14:41:29,366 - mmdet - INFO - Epoch [3][3150/7330] lr: 1.342e-05, eta: 4 days, 0:53:32, time: 1.458, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1652, s0.acc: 94.5625, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2527, s1.loss_cls: 0.0819, s1.acc: 94.4022, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1192, s2.loss_cls: 0.0404, s2.acc: 94.3636, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0549, loss: 1.1385 2024-03-09 14:42:40,416 - mmdet - INFO - Epoch [3][3200/7330] lr: 1.342e-05, eta: 4 days, 0:52:24, time: 1.421, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1670, s0.acc: 94.5198, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2535, s1.loss_cls: 0.0819, s1.acc: 94.4341, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1193, s2.loss_cls: 0.0405, s2.acc: 94.3164, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0555, loss: 1.1499 2024-03-09 14:43:53,558 - mmdet - INFO - Epoch [3][3250/7330] lr: 1.342e-05, eta: 4 days, 0:51:44, time: 1.463, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.1743, s0.acc: 94.3164, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2569, s1.loss_cls: 0.0838, s1.acc: 94.4117, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1201, s2.loss_cls: 0.0406, s2.acc: 94.4950, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0562, loss: 1.1799 2024-03-09 14:45:09,624 - mmdet - INFO - Epoch [3][3300/7330] lr: 1.342e-05, eta: 4 days, 0:51:44, time: 1.521, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1693, s0.acc: 94.4482, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2521, s1.loss_cls: 0.0822, s1.acc: 94.4587, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1181, s2.loss_cls: 0.0400, s2.acc: 94.3888, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0552, loss: 1.1570 2024-03-09 14:46:24,223 - mmdet - INFO - Epoch [3][3350/7330] lr: 1.342e-05, eta: 4 days, 0:51:24, time: 1.492, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1655, s0.acc: 94.6724, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2501, s1.loss_cls: 0.0792, s1.acc: 94.7165, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1189, s2.loss_cls: 0.0393, s2.acc: 94.5170, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0555, loss: 1.1343 2024-03-09 14:47:33,017 - mmdet - INFO - Epoch [3][3400/7330] lr: 1.342e-05, eta: 4 days, 0:49:44, time: 1.376, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.1628, s0.acc: 94.7529, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2572, s1.loss_cls: 0.0783, s1.acc: 94.6837, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1211, s2.loss_cls: 0.0381, s2.acc: 94.7327, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0561, loss: 1.1413 2024-03-09 14:48:45,111 - mmdet - INFO - Epoch [3][3450/7330] lr: 1.342e-05, eta: 4 days, 0:48:49, time: 1.442, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1579, s0.acc: 94.6943, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2539, s1.loss_cls: 0.0781, s1.acc: 94.6480, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1217, s2.loss_cls: 0.0389, s2.acc: 94.4780, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0571, loss: 1.1325 2024-03-09 14:49:55,077 - mmdet - INFO - Epoch [3][3500/7330] lr: 1.342e-05, eta: 4 days, 0:47:25, time: 1.399, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1711, s0.acc: 94.5591, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2537, s1.loss_cls: 0.0835, s1.acc: 94.4664, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1183, s2.loss_cls: 0.0411, s2.acc: 94.3211, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0551, loss: 1.1490 2024-03-09 14:51:04,050 - mmdet - INFO - Epoch [3][3550/7330] lr: 1.342e-05, eta: 4 days, 0:45:49, time: 1.379, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.1764, s0.acc: 94.1838, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2635, s1.loss_cls: 0.0876, s1.acc: 94.0499, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1229, s2.loss_cls: 0.0432, s2.acc: 93.8822, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0569, loss: 1.1965 2024-03-09 14:52:14,533 - mmdet - INFO - Epoch [3][3600/7330] lr: 1.342e-05, eta: 4 days, 0:44:32, time: 1.410, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1690, s0.acc: 94.5078, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2563, s1.loss_cls: 0.0843, s1.acc: 94.2637, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1193, s2.loss_cls: 0.0418, s2.acc: 94.1645, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0557, loss: 1.1567 2024-03-09 14:53:23,792 - mmdet - INFO - Epoch [3][3650/7330] lr: 1.342e-05, eta: 4 days, 0:42:59, time: 1.385, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.1737, s0.acc: 94.3560, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2554, s1.loss_cls: 0.0839, s1.acc: 94.4707, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1196, s2.loss_cls: 0.0416, s2.acc: 94.2951, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0556, loss: 1.1770 2024-03-09 14:54:37,776 - mmdet - INFO - Epoch [3][3700/7330] lr: 1.342e-05, eta: 4 days, 0:42:29, time: 1.479, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1848, s0.acc: 94.0427, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2601, s1.loss_cls: 0.0910, s1.acc: 94.0660, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1205, s2.loss_cls: 0.0450, s2.acc: 93.9717, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0562, loss: 1.2052 2024-03-09 14:55:50,858 - mmdet - INFO - Epoch [3][3750/7330] lr: 1.342e-05, eta: 4 days, 0:41:48, time: 1.462, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1784, s0.acc: 94.1633, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2618, s1.loss_cls: 0.0883, s1.acc: 94.0195, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1208, s2.loss_cls: 0.0431, s2.acc: 93.7996, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0558, loss: 1.1888 2024-03-09 14:57:02,910 - mmdet - INFO - Epoch [3][3800/7330] lr: 1.342e-05, eta: 4 days, 0:40:52, time: 1.441, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.1810, s0.acc: 94.1702, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2659, s1.loss_cls: 0.0896, s1.acc: 94.0845, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1241, s2.loss_cls: 0.0440, s2.acc: 94.0421, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0581, loss: 1.2128 2024-03-09 14:58:15,936 - mmdet - INFO - Epoch [3][3850/7330] lr: 1.342e-05, eta: 4 days, 0:40:09, time: 1.461, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.1802, s0.acc: 94.1462, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2584, s1.loss_cls: 0.0867, s1.acc: 94.1380, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1197, s2.loss_cls: 0.0428, s2.acc: 93.9191, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0555, loss: 1.2014 2024-03-09 14:59:26,763 - mmdet - INFO - Epoch [3][3900/7330] lr: 1.342e-05, eta: 4 days, 0:38:57, time: 1.416, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1683, s0.acc: 94.4644, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2594, s1.loss_cls: 0.0844, s1.acc: 94.2321, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1224, s2.loss_cls: 0.0417, s2.acc: 94.1592, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0566, loss: 1.1662 2024-03-09 15:00:42,021 - mmdet - INFO - Epoch [3][3950/7330] lr: 1.342e-05, eta: 4 days, 0:38:44, time: 1.505, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.1745, s0.acc: 94.3141, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2564, s1.loss_cls: 0.0841, s1.acc: 94.2570, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1192, s2.loss_cls: 0.0415, s2.acc: 94.1722, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0551, loss: 1.1936 2024-03-09 15:01:53,061 - mmdet - INFO - Epoch [3][4000/7330] lr: 1.342e-05, eta: 4 days, 0:37:34, time: 1.421, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1615, s0.acc: 94.7666, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2570, s1.loss_cls: 0.0771, s1.acc: 94.7949, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1217, s2.loss_cls: 0.0381, s2.acc: 94.6432, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0566, loss: 1.1296 2024-03-09 15:03:08,876 - mmdet - INFO - Epoch [3][4050/7330] lr: 1.342e-05, eta: 4 days, 0:37:27, time: 1.516, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.1747, s0.acc: 94.2866, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2606, s1.loss_cls: 0.0839, s1.acc: 94.4391, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1227, s2.loss_cls: 0.0410, s2.acc: 94.3822, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0570, loss: 1.1768 2024-03-09 15:04:21,060 - mmdet - INFO - Epoch [3][4100/7330] lr: 1.342e-05, eta: 4 days, 0:36:32, time: 1.444, data_time: 0.210, memory: 17966, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1692, s0.acc: 94.3501, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2547, s1.loss_cls: 0.0821, s1.acc: 94.4107, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1193, s2.loss_cls: 0.0407, s2.acc: 94.2912, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0552, loss: 1.1618 2024-03-09 15:05:35,467 - mmdet - INFO - Epoch [3][4150/7330] lr: 1.342e-05, eta: 4 days, 0:36:07, time: 1.488, data_time: 0.219, memory: 17966, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1668, s0.acc: 94.5591, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2562, s1.loss_cls: 0.0813, s1.acc: 94.5676, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1214, s2.loss_cls: 0.0408, s2.acc: 94.3440, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0568, loss: 1.1601 2024-03-09 15:06:45,456 - mmdet - INFO - Epoch [3][4200/7330] lr: 1.342e-05, eta: 4 days, 0:34:43, time: 1.400, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.1727, s0.acc: 94.3359, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2587, s1.loss_cls: 0.0835, s1.acc: 94.2966, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1213, s2.loss_cls: 0.0415, s2.acc: 94.2198, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0569, loss: 1.1725 2024-03-09 15:07:57,723 - mmdet - INFO - Epoch [3][4250/7330] lr: 1.342e-05, eta: 4 days, 0:33:49, time: 1.445, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1691, s0.acc: 94.4883, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2546, s1.loss_cls: 0.0816, s1.acc: 94.5354, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1213, s2.loss_cls: 0.0409, s2.acc: 94.3305, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0567, loss: 1.1697 2024-03-09 15:09:15,107 - mmdet - INFO - Epoch [3][4300/7330] lr: 1.342e-05, eta: 4 days, 0:34:01, time: 1.548, data_time: 0.215, memory: 17966, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.1933, s0.acc: 93.7131, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2655, s1.loss_cls: 0.0922, s1.acc: 93.7998, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1241, s2.loss_cls: 0.0453, s2.acc: 93.7378, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0578, loss: 1.2678 2024-03-09 15:10:30,293 - mmdet - INFO - Epoch [3][4350/7330] lr: 1.342e-05, eta: 4 days, 0:33:45, time: 1.504, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.1806, s0.acc: 94.0771, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2630, s1.loss_cls: 0.0865, s1.acc: 94.1600, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1244, s2.loss_cls: 0.0429, s2.acc: 94.0140, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0580, loss: 1.2250 2024-03-09 15:11:39,759 - mmdet - INFO - Epoch [3][4400/7330] lr: 1.342e-05, eta: 4 days, 0:32:14, time: 1.389, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1786, s0.acc: 94.1423, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2572, s1.loss_cls: 0.0863, s1.acc: 94.0731, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1210, s2.loss_cls: 0.0424, s2.acc: 94.0035, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0564, loss: 1.1913 2024-03-09 15:12:56,323 - mmdet - INFO - Epoch [3][4450/7330] lr: 1.342e-05, eta: 4 days, 0:32:15, time: 1.532, data_time: 0.221, memory: 17966, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.1918, s0.acc: 93.7996, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2638, s1.loss_cls: 0.0927, s1.acc: 93.8521, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1234, s2.loss_cls: 0.0456, s2.acc: 93.7013, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0572, loss: 1.2508 2024-03-09 15:14:09,160 - mmdet - INFO - Epoch [3][4500/7330] lr: 1.342e-05, eta: 4 days, 0:31:27, time: 1.457, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.1704, s0.acc: 94.4302, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2553, s1.loss_cls: 0.0809, s1.acc: 94.4435, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1199, s2.loss_cls: 0.0396, s2.acc: 94.3614, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0555, loss: 1.1589 2024-03-09 15:15:18,059 - mmdet - INFO - Epoch [3][4550/7330] lr: 1.342e-05, eta: 4 days, 0:29:50, time: 1.378, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.1736, s0.acc: 94.2078, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2555, s1.loss_cls: 0.0836, s1.acc: 94.2763, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1200, s2.loss_cls: 0.0413, s2.acc: 94.2222, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0557, loss: 1.1807 2024-03-09 15:16:29,235 - mmdet - INFO - Epoch [3][4600/7330] lr: 1.342e-05, eta: 4 days, 0:28:41, time: 1.424, data_time: 0.207, memory: 17966, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1850, s0.acc: 94.0361, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2602, s1.loss_cls: 0.0895, s1.acc: 94.0209, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1219, s2.loss_cls: 0.0435, s2.acc: 94.0181, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0570, loss: 1.2079 2024-03-09 15:17:45,090 - mmdet - INFO - Epoch [3][4650/7330] lr: 1.342e-05, eta: 4 days, 0:28:32, time: 1.517, data_time: 0.203, memory: 17966, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.1791, s0.acc: 94.1479, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2527, s1.loss_cls: 0.0871, s1.acc: 94.1716, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1190, s2.loss_cls: 0.0426, s2.acc: 94.1167, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0549, loss: 1.1898 2024-03-09 15:19:00,820 - mmdet - INFO - Epoch [3][4700/7330] lr: 1.342e-05, eta: 4 days, 0:28:20, time: 1.515, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1682, s0.acc: 94.4941, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2546, s1.loss_cls: 0.0809, s1.acc: 94.4279, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1198, s2.loss_cls: 0.0398, s2.acc: 94.3778, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0554, loss: 1.1493 2024-03-09 15:20:12,076 - mmdet - INFO - Epoch [3][4750/7330] lr: 1.342e-05, eta: 4 days, 0:27:12, time: 1.425, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1673, s0.acc: 94.5413, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2509, s1.loss_cls: 0.0800, s1.acc: 94.6242, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1181, s2.loss_cls: 0.0394, s2.acc: 94.4693, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0550, loss: 1.1521 2024-03-09 15:21:23,202 - mmdet - INFO - Epoch [3][4800/7330] lr: 1.342e-05, eta: 4 days, 0:26:03, time: 1.423, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.1737, s0.acc: 94.3186, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2558, s1.loss_cls: 0.0842, s1.acc: 94.3299, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1198, s2.loss_cls: 0.0416, s2.acc: 94.2154, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0561, loss: 1.1707 2024-03-09 15:22:36,507 - mmdet - INFO - Epoch [3][4850/7330] lr: 1.342e-05, eta: 4 days, 0:25:20, time: 1.466, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.1800, s0.acc: 94.1763, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2537, s1.loss_cls: 0.0853, s1.acc: 94.2831, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1200, s2.loss_cls: 0.0414, s2.acc: 94.2557, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0564, loss: 1.1861 2024-03-09 15:23:48,243 - mmdet - INFO - Epoch [3][4900/7330] lr: 1.342e-05, eta: 4 days, 0:24:18, time: 1.435, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1759, s0.acc: 94.2859, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2593, s1.loss_cls: 0.0838, s1.acc: 94.4107, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1218, s2.loss_cls: 0.0411, s2.acc: 94.3260, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0562, loss: 1.1785 2024-03-09 15:24:58,286 - mmdet - INFO - Epoch [3][4950/7330] lr: 1.342e-05, eta: 4 days, 0:22:55, time: 1.401, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1589, s0.acc: 94.7480, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2554, s1.loss_cls: 0.0755, s1.acc: 94.8596, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1199, s2.loss_cls: 0.0365, s2.acc: 94.9217, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0561, loss: 1.1115 2024-03-09 15:26:15,064 - mmdet - INFO - Epoch [3][5000/7330] lr: 1.342e-05, eta: 4 days, 0:22:55, time: 1.536, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1612, s0.acc: 94.6123, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2562, s1.loss_cls: 0.0775, s1.acc: 94.6644, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1206, s2.loss_cls: 0.0388, s2.acc: 94.4363, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0566, loss: 1.1543 2024-03-09 15:27:27,660 - mmdet - INFO - Epoch [3][5050/7330] lr: 1.342e-05, eta: 4 days, 0:22:04, time: 1.452, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1666, s0.acc: 94.5532, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2538, s1.loss_cls: 0.0804, s1.acc: 94.5675, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1205, s2.loss_cls: 0.0397, s2.acc: 94.4442, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0566, loss: 1.1550 2024-03-09 15:28:39,713 - mmdet - INFO - Epoch [3][5100/7330] lr: 1.342e-05, eta: 4 days, 0:21:05, time: 1.441, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1704, s0.acc: 94.4509, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2446, s1.loss_cls: 0.0818, s1.acc: 94.5578, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1151, s2.loss_cls: 0.0402, s2.acc: 94.3984, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0540, loss: 1.1459 2024-03-09 15:29:53,053 - mmdet - INFO - Epoch [3][5150/7330] lr: 1.342e-05, eta: 4 days, 0:20:22, time: 1.467, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1635, s0.acc: 94.6782, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2560, s1.loss_cls: 0.0784, s1.acc: 94.7176, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1209, s2.loss_cls: 0.0385, s2.acc: 94.6270, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0567, loss: 1.1369 2024-03-09 15:31:02,797 - mmdet - INFO - Epoch [3][5200/7330] lr: 1.342e-05, eta: 4 days, 0:18:55, time: 1.395, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1689, s0.acc: 94.3904, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2556, s1.loss_cls: 0.0817, s1.acc: 94.4810, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1204, s2.loss_cls: 0.0409, s2.acc: 94.1952, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0564, loss: 1.1722 2024-03-09 15:32:16,197 - mmdet - INFO - Epoch [3][5250/7330] lr: 1.342e-05, eta: 4 days, 0:18:13, time: 1.468, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1620, s0.acc: 94.6621, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2551, s1.loss_cls: 0.0789, s1.acc: 94.5412, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1212, s2.loss_cls: 0.0389, s2.acc: 94.4046, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0566, loss: 1.1338 2024-03-09 15:33:29,359 - mmdet - INFO - Epoch [3][5300/7330] lr: 1.342e-05, eta: 4 days, 0:17:28, time: 1.463, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.1883, s0.acc: 93.9487, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2621, s1.loss_cls: 0.0912, s1.acc: 93.9489, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1215, s2.loss_cls: 0.0447, s2.acc: 93.8807, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0566, loss: 1.2321 2024-03-09 15:34:41,213 - mmdet - INFO - Epoch [3][5350/7330] lr: 1.342e-05, eta: 4 days, 0:16:26, time: 1.437, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.1729, s0.acc: 94.3020, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2577, s1.loss_cls: 0.0852, s1.acc: 94.2595, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1221, s2.loss_cls: 0.0424, s2.acc: 94.1384, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0569, loss: 1.1807 2024-03-09 15:35:53,800 - mmdet - INFO - Epoch [3][5400/7330] lr: 1.342e-05, eta: 4 days, 0:15:34, time: 1.452, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1750, s0.acc: 94.3345, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2496, s1.loss_cls: 0.0854, s1.acc: 94.3223, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1172, s2.loss_cls: 0.0416, s2.acc: 94.2707, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0545, loss: 1.1577 2024-03-09 15:37:04,697 - mmdet - INFO - Epoch [3][5450/7330] lr: 1.342e-05, eta: 4 days, 0:14:21, time: 1.418, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1798, s0.acc: 94.0042, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2635, s1.loss_cls: 0.0890, s1.acc: 93.9256, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1235, s2.loss_cls: 0.0438, s2.acc: 93.8632, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0572, loss: 1.2123 2024-03-09 15:38:12,873 - mmdet - INFO - Epoch [3][5500/7330] lr: 1.342e-05, eta: 4 days, 0:12:35, time: 1.363, data_time: 0.118, memory: 17966, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.1851, s0.acc: 93.9905, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2609, s1.loss_cls: 0.0898, s1.acc: 93.9674, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1217, s2.loss_cls: 0.0436, s2.acc: 93.9914, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0562, loss: 1.2099 2024-03-09 15:39:26,376 - mmdet - INFO - Epoch [3][5550/7330] lr: 1.342e-05, eta: 4 days, 0:11:53, time: 1.470, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.1820, s0.acc: 94.0188, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2592, s1.loss_cls: 0.0884, s1.acc: 94.0345, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1212, s2.loss_cls: 0.0440, s2.acc: 93.8902, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0563, loss: 1.2063 2024-03-09 15:40:35,550 - mmdet - INFO - Epoch [3][5600/7330] lr: 1.342e-05, eta: 4 days, 0:10:19, time: 1.383, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1708, s0.acc: 94.4282, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2529, s1.loss_cls: 0.0830, s1.acc: 94.3893, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1190, s2.loss_cls: 0.0411, s2.acc: 94.3854, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0555, loss: 1.1546 2024-03-09 15:41:46,915 - mmdet - INFO - Epoch [3][5650/7330] lr: 1.342e-05, eta: 4 days, 0:09:12, time: 1.427, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1642, s0.acc: 94.5811, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2505, s1.loss_cls: 0.0798, s1.acc: 94.5678, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1171, s2.loss_cls: 0.0385, s2.acc: 94.6189, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0547, loss: 1.1295 2024-03-09 15:42:57,562 - mmdet - INFO - Epoch [3][5700/7330] lr: 1.342e-05, eta: 4 days, 0:07:56, time: 1.413, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.1740, s0.acc: 94.2949, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2555, s1.loss_cls: 0.0847, s1.acc: 94.2632, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1195, s2.loss_cls: 0.0414, s2.acc: 94.1707, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0555, loss: 1.1820 2024-03-09 15:44:06,651 - mmdet - INFO - Epoch [3][5750/7330] lr: 1.342e-05, eta: 4 days, 0:06:21, time: 1.382, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1703, s0.acc: 94.3555, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2538, s1.loss_cls: 0.0819, s1.acc: 94.4274, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1218, s2.loss_cls: 0.0406, s2.acc: 94.2421, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0570, loss: 1.1705 2024-03-09 15:45:18,050 - mmdet - INFO - Epoch [3][5800/7330] lr: 1.342e-05, eta: 4 days, 0:05:15, time: 1.428, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.1855, s0.acc: 93.8411, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2637, s1.loss_cls: 0.0897, s1.acc: 93.8795, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1235, s2.loss_cls: 0.0445, s2.acc: 93.6741, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0571, loss: 1.2287 2024-03-09 15:46:32,584 - mmdet - INFO - Epoch [3][5850/7330] lr: 1.342e-05, eta: 4 days, 0:04:45, time: 1.491, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.1803, s0.acc: 93.9331, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2512, s1.loss_cls: 0.0851, s1.acc: 94.1249, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1191, s2.loss_cls: 0.0420, s2.acc: 94.0346, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0554, loss: 1.2052 2024-03-09 15:47:50,114 - mmdet - INFO - Epoch [3][5900/7330] lr: 1.342e-05, eta: 4 days, 0:04:50, time: 1.551, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1872, s0.acc: 93.8789, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2600, s1.loss_cls: 0.0900, s1.acc: 93.9633, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1217, s2.loss_cls: 0.0444, s2.acc: 93.8483, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0566, loss: 1.2244 2024-03-09 15:48:58,160 - mmdet - INFO - Epoch [3][5950/7330] lr: 1.342e-05, eta: 4 days, 0:03:03, time: 1.361, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.1747, s0.acc: 94.1475, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2570, s1.loss_cls: 0.0837, s1.acc: 94.2991, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1210, s2.loss_cls: 0.0419, s2.acc: 94.0182, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0566, loss: 1.1903 2024-03-09 15:50:09,006 - mmdet - INFO - Epoch [3][6000/7330] lr: 1.342e-05, eta: 4 days, 0:01:50, time: 1.417, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1740, s0.acc: 94.2805, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2532, s1.loss_cls: 0.0832, s1.acc: 94.4153, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1202, s2.loss_cls: 0.0412, s2.acc: 94.3304, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0556, loss: 1.1673 2024-03-09 15:51:19,715 - mmdet - INFO - Epoch [3][6050/7330] lr: 1.342e-05, eta: 4 days, 0:00:34, time: 1.414, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1779, s0.acc: 94.1089, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2627, s1.loss_cls: 0.0854, s1.acc: 94.1515, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1227, s2.loss_cls: 0.0416, s2.acc: 94.1947, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0570, loss: 1.2087 2024-03-09 15:52:30,154 - mmdet - INFO - Epoch [3][6100/7330] lr: 1.342e-05, eta: 3 days, 23:59:16, time: 1.409, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1865, s0.acc: 93.8699, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2549, s1.loss_cls: 0.0885, s1.acc: 93.9733, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1188, s2.loss_cls: 0.0430, s2.acc: 93.9138, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0556, loss: 1.2110 2024-03-09 15:53:45,597 - mmdet - INFO - Epoch [3][6150/7330] lr: 1.342e-05, eta: 3 days, 23:58:56, time: 1.509, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1965, s0.acc: 93.5750, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2635, s1.loss_cls: 0.0939, s1.acc: 93.6651, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1239, s2.loss_cls: 0.0461, s2.acc: 93.5692, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0576, loss: 1.2585 2024-03-09 15:54:58,963 - mmdet - INFO - Epoch [3][6200/7330] lr: 1.342e-05, eta: 3 days, 23:58:12, time: 1.467, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1761, s0.acc: 94.1360, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2521, s1.loss_cls: 0.0858, s1.acc: 94.0841, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1195, s2.loss_cls: 0.0421, s2.acc: 94.0626, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0558, loss: 1.1886 2024-03-09 15:56:06,688 - mmdet - INFO - Epoch [3][6250/7330] lr: 1.342e-05, eta: 3 days, 23:56:21, time: 1.354, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1874, s0.acc: 93.7109, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2593, s1.loss_cls: 0.0892, s1.acc: 93.7144, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1206, s2.loss_cls: 0.0433, s2.acc: 93.8361, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0554, loss: 1.2283 2024-03-09 15:57:20,263 - mmdet - INFO - Epoch [3][6300/7330] lr: 1.342e-05, eta: 3 days, 23:55:39, time: 1.471, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1931, s0.acc: 93.6367, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2557, s1.loss_cls: 0.0940, s1.acc: 93.5571, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1196, s2.loss_cls: 0.0460, s2.acc: 93.5465, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0558, loss: 1.2324 2024-03-09 15:58:33,449 - mmdet - INFO - Epoch [3][6350/7330] lr: 1.342e-05, eta: 3 days, 23:54:53, time: 1.464, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1872, s0.acc: 93.8293, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2580, s1.loss_cls: 0.0914, s1.acc: 93.7654, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1218, s2.loss_cls: 0.0448, s2.acc: 93.6211, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0563, loss: 1.2114 2024-03-09 15:59:46,381 - mmdet - INFO - Epoch [3][6400/7330] lr: 1.342e-05, eta: 3 days, 23:54:03, time: 1.459, data_time: 0.209, memory: 17966, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1885, s0.acc: 93.7349, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2589, s1.loss_cls: 0.0925, s1.acc: 93.7219, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1215, s2.loss_cls: 0.0461, s2.acc: 93.5128, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0557, loss: 1.2256 2024-03-09 16:00:56,159 - mmdet - INFO - Epoch [3][6450/7330] lr: 1.342e-05, eta: 3 days, 23:52:37, time: 1.396, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.1833, s0.acc: 93.9534, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2620, s1.loss_cls: 0.0892, s1.acc: 93.9003, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1217, s2.loss_cls: 0.0435, s2.acc: 93.9428, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0566, loss: 1.2279 2024-03-09 16:02:12,732 - mmdet - INFO - Epoch [3][6500/7330] lr: 1.342e-05, eta: 3 days, 23:52:28, time: 1.531, data_time: 0.206, memory: 17966, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1868, s0.acc: 93.8591, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2572, s1.loss_cls: 0.0895, s1.acc: 93.9203, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1217, s2.loss_cls: 0.0446, s2.acc: 93.6115, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0568, loss: 1.2194 2024-03-09 16:03:22,721 - mmdet - INFO - Epoch [3][6550/7330] lr: 1.342e-05, eta: 3 days, 23:51:05, time: 1.400, data_time: 0.116, memory: 17966, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.1805, s0.acc: 94.0640, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2546, s1.loss_cls: 0.0892, s1.acc: 93.9336, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1197, s2.loss_cls: 0.0446, s2.acc: 93.7703, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0558, loss: 1.2083 2024-03-09 16:04:34,726 - mmdet - INFO - Epoch [3][6600/7330] lr: 1.342e-05, eta: 3 days, 23:50:04, time: 1.440, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1821, s0.acc: 94.0273, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2567, s1.loss_cls: 0.0907, s1.acc: 93.8181, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1201, s2.loss_cls: 0.0450, s2.acc: 93.6540, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0564, loss: 1.1986 2024-03-09 16:05:47,335 - mmdet - INFO - Epoch [3][6650/7330] lr: 1.342e-05, eta: 3 days, 23:49:10, time: 1.452, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1870, s0.acc: 93.8433, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2577, s1.loss_cls: 0.0916, s1.acc: 93.8049, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1206, s2.loss_cls: 0.0455, s2.acc: 93.5963, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0561, loss: 1.2166 2024-03-09 16:06:57,176 - mmdet - INFO - Epoch [3][6700/7330] lr: 1.342e-05, eta: 3 days, 23:47:44, time: 1.397, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1751, s0.acc: 94.2681, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2543, s1.loss_cls: 0.0872, s1.acc: 94.0519, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1196, s2.loss_cls: 0.0436, s2.acc: 93.8889, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0556, loss: 1.1739 2024-03-09 16:08:12,807 - mmdet - INFO - Epoch [3][6750/7330] lr: 1.342e-05, eta: 3 days, 23:47:25, time: 1.513, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1854, s0.acc: 93.8743, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2549, s1.loss_cls: 0.0914, s1.acc: 93.7455, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1183, s2.loss_cls: 0.0458, s2.acc: 93.5021, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0549, loss: 1.2223 2024-03-09 16:09:26,028 - mmdet - INFO - Epoch [3][6800/7330] lr: 1.342e-05, eta: 3 days, 23:46:37, time: 1.464, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.1802, s0.acc: 94.2219, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2567, s1.loss_cls: 0.0869, s1.acc: 94.1665, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1207, s2.loss_cls: 0.0426, s2.acc: 94.0079, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0558, loss: 1.1994 2024-03-09 16:10:38,380 - mmdet - INFO - Epoch [3][6850/7330] lr: 1.342e-05, eta: 3 days, 23:45:40, time: 1.447, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1739, s0.acc: 94.2893, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2554, s1.loss_cls: 0.0838, s1.acc: 94.2689, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1211, s2.loss_cls: 0.0416, s2.acc: 94.1364, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0565, loss: 1.1689 2024-03-09 16:11:48,974 - mmdet - INFO - Epoch [3][6900/7330] lr: 1.342e-05, eta: 3 days, 23:44:23, time: 1.412, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1785, s0.acc: 94.1665, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2607, s1.loss_cls: 0.0873, s1.acc: 94.1045, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1224, s2.loss_cls: 0.0437, s2.acc: 93.9412, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0573, loss: 1.2036 2024-03-09 16:12:57,373 - mmdet - INFO - Epoch [3][6950/7330] lr: 1.342e-05, eta: 3 days, 23:42:42, time: 1.368, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1721, s0.acc: 94.3506, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2497, s1.loss_cls: 0.0842, s1.acc: 94.3400, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1175, s2.loss_cls: 0.0417, s2.acc: 94.2374, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0548, loss: 1.1504 2024-03-09 16:14:04,946 - mmdet - INFO - Epoch [3][7000/7330] lr: 1.342e-05, eta: 3 days, 23:40:51, time: 1.351, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1768, s0.acc: 94.1401, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2612, s1.loss_cls: 0.0843, s1.acc: 94.2160, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1224, s2.loss_cls: 0.0408, s2.acc: 94.2653, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0568, loss: 1.1999 2024-03-09 16:15:13,339 - mmdet - INFO - Epoch [3][7050/7330] lr: 1.342e-05, eta: 3 days, 23:39:10, time: 1.368, data_time: 0.115, memory: 17966, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1755, s0.acc: 94.1665, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2566, s1.loss_cls: 0.0845, s1.acc: 94.2865, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1213, s2.loss_cls: 0.0418, s2.acc: 94.1538, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0564, loss: 1.1922 2024-03-09 16:16:26,078 - mmdet - INFO - Epoch [3][7100/7330] lr: 1.342e-05, eta: 3 days, 23:38:17, time: 1.455, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1756, s0.acc: 94.1804, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2554, s1.loss_cls: 0.0833, s1.acc: 94.3836, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1202, s2.loss_cls: 0.0411, s2.acc: 94.2947, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0560, loss: 1.1952 2024-03-09 16:17:42,428 - mmdet - INFO - Epoch [3][7150/7330] lr: 1.342e-05, eta: 3 days, 23:38:04, time: 1.527, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.1801, s0.acc: 94.0986, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2613, s1.loss_cls: 0.0856, s1.acc: 94.2085, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1226, s2.loss_cls: 0.0427, s2.acc: 94.0107, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0569, loss: 1.2045 2024-03-09 16:18:49,271 - mmdet - INFO - Epoch [3][7200/7330] lr: 1.342e-05, eta: 3 days, 23:36:05, time: 1.337, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1737, s0.acc: 94.2617, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2571, s1.loss_cls: 0.0836, s1.acc: 94.2869, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1218, s2.loss_cls: 0.0414, s2.acc: 94.2439, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0565, loss: 1.1745 2024-03-09 16:19:59,439 - mmdet - INFO - Epoch [3][7250/7330] lr: 1.342e-05, eta: 3 days, 23:34:44, time: 1.403, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1775, s0.acc: 94.1255, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2498, s1.loss_cls: 0.0853, s1.acc: 94.1563, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1168, s2.loss_cls: 0.0420, s2.acc: 94.0076, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0544, loss: 1.1667 2024-03-09 16:21:14,127 - mmdet - INFO - Epoch [3][7300/7330] lr: 1.342e-05, eta: 3 days, 23:34:12, time: 1.494, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1722, s0.acc: 94.2617, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2500, s1.loss_cls: 0.0826, s1.acc: 94.3462, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1174, s2.loss_cls: 0.0404, s2.acc: 94.3024, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0547, loss: 1.1700 2024-03-09 16:21:50,303 - mmdet - INFO - Saving checkpoint at 3 epochs 2024-03-09 16:27:29,487 - mmdet - INFO - Evaluating bbox... 2024-03-09 16:28:05,185 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.398 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.575 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.433 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 ] = 0.436 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.548 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 ] = 0.347 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.594 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.707 2024-03-09 16:28:05,185 - mmdet - INFO - Evaluating segm... 2024-03-09 16:28:42,524 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.356 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.556 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.382 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.159 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.392 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.484 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.484 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.484 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.283 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.536 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.653 2024-03-09 16:28:43,149 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-09 16:28:43,152 - mmdet - INFO - Epoch(val) [3][1250] bbox_mAP: 0.3980, bbox_mAP_50: 0.5750, bbox_mAP_75: 0.4330, bbox_mAP_s: 0.2300, bbox_mAP_m: 0.4360, bbox_mAP_l: 0.5480, bbox_mAP_copypaste: 0.398 0.575 0.433 0.230 0.436 0.548, segm_mAP: 0.3560, segm_mAP_50: 0.5560, segm_mAP_75: 0.3820, segm_mAP_s: 0.1590, segm_mAP_m: 0.3920, segm_mAP_l: 0.5410, segm_mAP_copypaste: 0.356 0.556 0.382 0.159 0.392 0.541 2024-03-09 16:30:00,207 - mmdet - INFO - Epoch [4][50/7330] lr: 1.342e-05, eta: 3 days, 23:25:35, time: 1.540, data_time: 0.255, memory: 17966, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.1686, s0.acc: 94.2671, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2606, s1.loss_cls: 0.0826, s1.acc: 94.2700, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1227, s2.loss_cls: 0.0398, s2.acc: 94.3142, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0569, loss: 1.1691 2024-03-09 16:31:12,878 - mmdet - INFO - Epoch [4][100/7330] lr: 1.342e-05, eta: 3 days, 23:24:42, time: 1.453, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1791, s0.acc: 94.0457, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2595, s1.loss_cls: 0.0885, s1.acc: 93.9640, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1215, s2.loss_cls: 0.0435, s2.acc: 93.9685, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0568, loss: 1.1925 2024-03-09 16:32:27,464 - mmdet - INFO - Epoch [4][150/7330] lr: 1.342e-05, eta: 3 days, 23:24:10, time: 1.492, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1731, s0.acc: 94.2725, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2512, s1.loss_cls: 0.0828, s1.acc: 94.2809, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1181, s2.loss_cls: 0.0405, s2.acc: 94.2265, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0551, loss: 1.1637 2024-03-09 16:33:37,983 - mmdet - INFO - Epoch [4][200/7330] lr: 1.342e-05, eta: 3 days, 23:22:53, time: 1.410, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1709, s0.acc: 94.2605, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2578, s1.loss_cls: 0.0830, s1.acc: 94.1719, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1201, s2.loss_cls: 0.0411, s2.acc: 94.0385, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0560, loss: 1.1807 2024-03-09 16:34:48,876 - mmdet - INFO - Epoch [4][250/7330] lr: 1.342e-05, eta: 3 days, 23:21:41, time: 1.418, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1666, s0.acc: 94.3928, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2457, s1.loss_cls: 0.0802, s1.acc: 94.4405, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1152, s2.loss_cls: 0.0398, s2.acc: 94.2221, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0540, loss: 1.1369 2024-03-09 16:36:00,167 - mmdet - INFO - Epoch [4][300/7330] lr: 1.342e-05, eta: 3 days, 23:20:32, time: 1.426, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1796, s0.acc: 94.0481, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2568, s1.loss_cls: 0.0862, s1.acc: 94.1456, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1200, s2.loss_cls: 0.0422, s2.acc: 94.0946, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0553, loss: 1.1998 2024-03-09 16:37:12,938 - mmdet - INFO - Epoch [4][350/7330] lr: 1.342e-05, eta: 3 days, 23:19:40, time: 1.455, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.1751, s0.acc: 94.1787, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2565, s1.loss_cls: 0.0839, s1.acc: 94.1825, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1201, s2.loss_cls: 0.0414, s2.acc: 94.0544, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0556, loss: 1.1895 2024-03-09 16:38:27,420 - mmdet - INFO - Epoch [4][400/7330] lr: 1.342e-05, eta: 3 days, 23:19:06, time: 1.490, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.1748, s0.acc: 94.1726, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2546, s1.loss_cls: 0.0842, s1.acc: 94.2133, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1182, s2.loss_cls: 0.0412, s2.acc: 94.1851, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0545, loss: 1.1839 2024-03-09 16:39:44,233 - mmdet - INFO - Epoch [4][450/7330] lr: 1.342e-05, eta: 3 days, 23:18:57, time: 1.536, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1683, s0.acc: 94.2720, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2497, s1.loss_cls: 0.0817, s1.acc: 94.2738, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1187, s2.loss_cls: 0.0407, s2.acc: 94.1504, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0554, loss: 1.1625 2024-03-09 16:40:55,643 - mmdet - INFO - Epoch [4][500/7330] lr: 1.342e-05, eta: 3 days, 23:17:50, time: 1.428, data_time: 0.119, memory: 17966, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1718, s0.acc: 94.3167, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2556, s1.loss_cls: 0.0831, s1.acc: 94.2751, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1206, s2.loss_cls: 0.0411, s2.acc: 94.1847, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0564, loss: 1.1783 2024-03-09 16:42:13,121 - mmdet - INFO - Epoch [4][550/7330] lr: 1.342e-05, eta: 3 days, 23:17:47, time: 1.550, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1820, s0.acc: 93.9717, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2610, s1.loss_cls: 0.0883, s1.acc: 93.9504, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1215, s2.loss_cls: 0.0439, s2.acc: 93.7879, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0565, loss: 1.2138 2024-03-09 16:43:22,366 - mmdet - INFO - Epoch [4][600/7330] lr: 1.342e-05, eta: 3 days, 23:16:17, time: 1.385, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1738, s0.acc: 94.2007, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2552, s1.loss_cls: 0.0833, s1.acc: 94.2421, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1190, s2.loss_cls: 0.0408, s2.acc: 94.1487, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0549, loss: 1.1750 2024-03-09 16:44:31,251 - mmdet - INFO - Epoch [4][650/7330] lr: 1.342e-05, eta: 3 days, 23:14:42, time: 1.378, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1733, s0.acc: 94.2251, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2552, s1.loss_cls: 0.0844, s1.acc: 94.1418, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1208, s2.loss_cls: 0.0426, s2.acc: 93.8538, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0558, loss: 1.1785 2024-03-09 16:45:42,434 - mmdet - INFO - Epoch [4][700/7330] lr: 1.342e-05, eta: 3 days, 23:13:33, time: 1.424, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.1685, s0.acc: 94.3467, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2566, s1.loss_cls: 0.0811, s1.acc: 94.4127, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1207, s2.loss_cls: 0.0402, s2.acc: 94.3680, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0553, loss: 1.1710 2024-03-09 16:46:50,712 - mmdet - INFO - Epoch [4][750/7330] lr: 1.342e-05, eta: 3 days, 23:11:52, time: 1.365, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.1810, s0.acc: 93.9949, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2536, s1.loss_cls: 0.0874, s1.acc: 93.9799, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1179, s2.loss_cls: 0.0430, s2.acc: 93.9024, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0546, loss: 1.1929 2024-03-09 16:48:02,288 - mmdet - INFO - Epoch [4][800/7330] lr: 1.342e-05, eta: 3 days, 23:10:46, time: 1.432, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1788, s0.acc: 94.1243, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2519, s1.loss_cls: 0.0860, s1.acc: 94.1573, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1187, s2.loss_cls: 0.0426, s2.acc: 94.0676, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0557, loss: 1.1924 2024-03-09 16:49:13,474 - mmdet - INFO - Epoch [4][850/7330] lr: 1.342e-05, eta: 3 days, 23:09:37, time: 1.424, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.1819, s0.acc: 93.9810, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2507, s1.loss_cls: 0.0886, s1.acc: 93.9875, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1177, s2.loss_cls: 0.0437, s2.acc: 93.8176, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0550, loss: 1.1958 2024-03-09 16:50:25,578 - mmdet - INFO - Epoch [4][900/7330] lr: 1.342e-05, eta: 3 days, 23:08:36, time: 1.442, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1853, s0.acc: 93.8403, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2581, s1.loss_cls: 0.0879, s1.acc: 93.9627, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1234, s2.loss_cls: 0.0430, s2.acc: 93.9313, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0574, loss: 1.2359 2024-03-09 16:51:37,609 - mmdet - INFO - Epoch [4][950/7330] lr: 1.342e-05, eta: 3 days, 23:07:35, time: 1.441, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.1816, s0.acc: 93.9707, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2563, s1.loss_cls: 0.0886, s1.acc: 93.9292, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1200, s2.loss_cls: 0.0438, s2.acc: 93.8529, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0558, loss: 1.2063 2024-03-09 16:52:50,751 - mmdet - INFO - Epoch [4][1000/7330] lr: 1.342e-05, eta: 3 days, 23:06:46, time: 1.463, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.1881, s0.acc: 93.7429, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2605, s1.loss_cls: 0.0917, s1.acc: 93.7233, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1233, s2.loss_cls: 0.0453, s2.acc: 93.5880, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0572, loss: 1.2379 2024-03-09 16:54:01,797 - mmdet - INFO - Epoch [4][1050/7330] lr: 1.342e-05, eta: 3 days, 23:05:35, time: 1.421, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1737, s0.acc: 94.1082, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2617, s1.loss_cls: 0.0832, s1.acc: 94.1768, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1249, s2.loss_cls: 0.0421, s2.acc: 93.9563, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0578, loss: 1.2101 2024-03-09 16:55:12,458 - mmdet - INFO - Epoch [4][1100/7330] lr: 1.342e-05, eta: 3 days, 23:04:19, time: 1.413, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.1718, s0.acc: 94.1460, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2520, s1.loss_cls: 0.0825, s1.acc: 94.2278, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1192, s2.loss_cls: 0.0410, s2.acc: 93.9941, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0555, loss: 1.1767 2024-03-09 16:56:24,263 - mmdet - INFO - Epoch [4][1150/7330] lr: 1.342e-05, eta: 3 days, 23:03:16, time: 1.436, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1695, s0.acc: 94.5374, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2499, s1.loss_cls: 0.0820, s1.acc: 94.5015, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1163, s2.loss_cls: 0.0404, s2.acc: 94.3900, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0537, loss: 1.1453 2024-03-09 16:57:36,233 - mmdet - INFO - Epoch [4][1200/7330] lr: 1.342e-05, eta: 3 days, 23:02:14, time: 1.439, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1650, s0.acc: 94.4280, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2529, s1.loss_cls: 0.0795, s1.acc: 94.4741, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1197, s2.loss_cls: 0.0391, s2.acc: 94.3684, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0561, loss: 1.1589 2024-03-09 16:58:49,794 - mmdet - INFO - Epoch [4][1250/7330] lr: 1.342e-05, eta: 3 days, 23:01:29, time: 1.471, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1678, s0.acc: 94.3020, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2441, s1.loss_cls: 0.0817, s1.acc: 94.3183, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1148, s2.loss_cls: 0.0403, s2.acc: 94.2186, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0537, loss: 1.1408 2024-03-09 16:59:57,722 - mmdet - INFO - Epoch [4][1300/7330] lr: 1.342e-05, eta: 3 days, 22:59:45, time: 1.359, data_time: 0.113, memory: 17966, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1685, s0.acc: 94.3889, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2566, s1.loss_cls: 0.0815, s1.acc: 94.4480, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1211, s2.loss_cls: 0.0404, s2.acc: 94.3015, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0567, loss: 1.1645 2024-03-09 17:01:07,791 - mmdet - INFO - Epoch [4][1350/7330] lr: 1.342e-05, eta: 3 days, 22:58:24, time: 1.401, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.1653, s0.acc: 94.3760, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2583, s1.loss_cls: 0.0783, s1.acc: 94.5048, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1223, s2.loss_cls: 0.0391, s2.acc: 94.2787, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0572, loss: 1.1629 2024-03-09 17:02:16,636 - mmdet - INFO - Epoch [4][1400/7330] lr: 1.342e-05, eta: 3 days, 22:56:50, time: 1.377, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1682, s0.acc: 94.4534, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2515, s1.loss_cls: 0.0818, s1.acc: 94.3267, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1183, s2.loss_cls: 0.0406, s2.acc: 94.2491, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0555, loss: 1.1434 2024-03-09 17:03:28,659 - mmdet - INFO - Epoch [4][1450/7330] lr: 1.342e-05, eta: 3 days, 22:55:49, time: 1.440, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1681, s0.acc: 94.4443, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2509, s1.loss_cls: 0.0811, s1.acc: 94.4535, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1185, s2.loss_cls: 0.0399, s2.acc: 94.2790, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0553, loss: 1.1352 2024-03-09 17:04:38,627 - mmdet - INFO - Epoch [4][1500/7330] lr: 1.342e-05, eta: 3 days, 22:54:26, time: 1.399, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1695, s0.acc: 94.2771, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2498, s1.loss_cls: 0.0815, s1.acc: 94.3046, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1182, s2.loss_cls: 0.0405, s2.acc: 94.1945, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0556, loss: 1.1515 2024-03-09 17:05:50,587 - mmdet - INFO - Epoch [4][1550/7330] lr: 1.342e-05, eta: 3 days, 22:53:24, time: 1.439, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1684, s0.acc: 94.3811, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2541, s1.loss_cls: 0.0816, s1.acc: 94.2984, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1207, s2.loss_cls: 0.0403, s2.acc: 94.1667, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0571, loss: 1.1611 2024-03-09 17:06:59,569 - mmdet - INFO - Epoch [4][1600/7330] lr: 1.342e-05, eta: 3 days, 22:51:52, time: 1.380, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.1690, s0.acc: 94.3960, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2482, s1.loss_cls: 0.0822, s1.acc: 94.3678, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1188, s2.loss_cls: 0.0407, s2.acc: 94.2517, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0556, loss: 1.1508 2024-03-09 17:08:14,238 - mmdet - INFO - Epoch [4][1650/7330] lr: 1.342e-05, eta: 3 days, 22:51:18, time: 1.493, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1697, s0.acc: 94.3230, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2549, s1.loss_cls: 0.0814, s1.acc: 94.3382, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1204, s2.loss_cls: 0.0399, s2.acc: 94.2724, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0559, loss: 1.1671 2024-03-09 17:09:27,722 - mmdet - INFO - Epoch [4][1700/7330] lr: 1.342e-05, eta: 3 days, 22:50:31, time: 1.470, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1773, s0.acc: 94.0576, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2470, s1.loss_cls: 0.0848, s1.acc: 94.1805, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1154, s2.loss_cls: 0.0424, s2.acc: 93.9438, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0537, loss: 1.1791 2024-03-09 17:10:37,486 - mmdet - INFO - Epoch [4][1750/7330] lr: 1.342e-05, eta: 3 days, 22:49:07, time: 1.395, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.1789, s0.acc: 93.9790, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2637, s1.loss_cls: 0.0863, s1.acc: 94.0692, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1241, s2.loss_cls: 0.0424, s2.acc: 94.0050, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0577, loss: 1.2073 2024-03-09 17:11:51,425 - mmdet - INFO - Epoch [4][1800/7330] lr: 1.342e-05, eta: 3 days, 22:48:25, time: 1.479, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1749, s0.acc: 94.1467, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2565, s1.loss_cls: 0.0830, s1.acc: 94.3028, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1215, s2.loss_cls: 0.0411, s2.acc: 94.1364, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0562, loss: 1.1897 2024-03-09 17:13:04,719 - mmdet - INFO - Epoch [4][1850/7330] lr: 1.342e-05, eta: 3 days, 22:47:36, time: 1.466, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1861, s0.acc: 93.8513, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2573, s1.loss_cls: 0.0874, s1.acc: 94.0126, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1213, s2.loss_cls: 0.0431, s2.acc: 93.7963, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0567, loss: 1.2122 2024-03-09 17:14:15,557 - mmdet - INFO - Epoch [4][1900/7330] lr: 1.342e-05, eta: 3 days, 22:46:22, time: 1.417, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.1909, s0.acc: 93.5872, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2631, s1.loss_cls: 0.0901, s1.acc: 93.8371, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1233, s2.loss_cls: 0.0448, s2.acc: 93.7313, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0572, loss: 1.2572 2024-03-09 17:15:28,988 - mmdet - INFO - Epoch [4][1950/7330] lr: 1.342e-05, eta: 3 days, 22:45:35, time: 1.469, data_time: 0.211, memory: 17966, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1891, s0.acc: 93.7524, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2542, s1.loss_cls: 0.0913, s1.acc: 93.8408, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1198, s2.loss_cls: 0.0439, s2.acc: 93.8091, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0556, loss: 1.2189 2024-03-09 17:16:44,256 - mmdet - INFO - Epoch [4][2000/7330] lr: 1.342e-05, eta: 3 days, 22:45:05, time: 1.505, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.1834, s0.acc: 93.8591, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2595, s1.loss_cls: 0.0883, s1.acc: 93.8436, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1230, s2.loss_cls: 0.0431, s2.acc: 93.7748, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0572, loss: 1.2219 2024-03-09 17:17:54,156 - mmdet - INFO - Epoch [4][2050/7330] lr: 1.342e-05, eta: 3 days, 22:43:42, time: 1.398, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1820, s0.acc: 93.9648, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2524, s1.loss_cls: 0.0881, s1.acc: 94.0267, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1206, s2.loss_cls: 0.0429, s2.acc: 93.9061, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0559, loss: 1.2084 2024-03-09 17:19:05,254 - mmdet - INFO - Epoch [4][2100/7330] lr: 1.342e-05, eta: 3 days, 22:42:31, time: 1.422, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1763, s0.acc: 94.0881, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2500, s1.loss_cls: 0.0861, s1.acc: 94.1284, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1177, s2.loss_cls: 0.0428, s2.acc: 93.9428, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0546, loss: 1.1828 2024-03-09 17:20:15,602 - mmdet - INFO - Epoch [4][2150/7330] lr: 1.342e-05, eta: 3 days, 22:41:13, time: 1.407, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1698, s0.acc: 94.3416, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2546, s1.loss_cls: 0.0815, s1.acc: 94.3813, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1197, s2.loss_cls: 0.0408, s2.acc: 94.2029, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0553, loss: 1.1613 2024-03-09 17:21:28,736 - mmdet - INFO - Epoch [4][2200/7330] lr: 1.342e-05, eta: 3 days, 22:40:22, time: 1.463, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.1847, s0.acc: 93.9009, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2618, s1.loss_cls: 0.0889, s1.acc: 94.0170, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1235, s2.loss_cls: 0.0442, s2.acc: 93.7892, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0570, loss: 1.2258 2024-03-09 17:22:40,050 - mmdet - INFO - Epoch [4][2250/7330] lr: 1.342e-05, eta: 3 days, 22:39:13, time: 1.426, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1845, s0.acc: 93.9541, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2580, s1.loss_cls: 0.0891, s1.acc: 94.0232, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1228, s2.loss_cls: 0.0439, s2.acc: 93.8435, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0574, loss: 1.2170 2024-03-09 17:23:52,135 - mmdet - INFO - Epoch [4][2300/7330] lr: 1.342e-05, eta: 3 days, 22:38:12, time: 1.442, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1689, s0.acc: 94.3660, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2448, s1.loss_cls: 0.0810, s1.acc: 94.4463, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1148, s2.loss_cls: 0.0401, s2.acc: 94.3067, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0531, loss: 1.1472 2024-03-09 17:25:03,249 - mmdet - INFO - Epoch [4][2350/7330] lr: 1.342e-05, eta: 3 days, 22:37:01, time: 1.422, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1710, s0.acc: 94.3135, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2480, s1.loss_cls: 0.0832, s1.acc: 94.3426, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1169, s2.loss_cls: 0.0410, s2.acc: 94.1653, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0544, loss: 1.1448 2024-03-09 17:26:15,537 - mmdet - INFO - Epoch [4][2400/7330] lr: 1.342e-05, eta: 3 days, 22:36:01, time: 1.446, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.1806, s0.acc: 94.0776, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2581, s1.loss_cls: 0.0856, s1.acc: 94.2137, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1200, s2.loss_cls: 0.0418, s2.acc: 94.1740, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0555, loss: 1.1984 2024-03-09 17:27:29,720 - mmdet - INFO - Epoch [4][2450/7330] lr: 1.342e-05, eta: 3 days, 22:35:20, time: 1.484, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.1816, s0.acc: 93.8872, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2543, s1.loss_cls: 0.0887, s1.acc: 93.9926, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1194, s2.loss_cls: 0.0440, s2.acc: 93.8131, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0556, loss: 1.2136 2024-03-09 17:28:40,729 - mmdet - INFO - Epoch [4][2500/7330] lr: 1.342e-05, eta: 3 days, 22:34:08, time: 1.420, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1865, s0.acc: 93.7056, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2534, s1.loss_cls: 0.0893, s1.acc: 93.8353, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1188, s2.loss_cls: 0.0444, s2.acc: 93.5771, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0552, loss: 1.2230 2024-03-09 17:29:57,156 - mmdet - INFO - Epoch [4][2550/7330] lr: 1.342e-05, eta: 3 days, 22:33:49, time: 1.529, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1881, s0.acc: 93.8123, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2586, s1.loss_cls: 0.0906, s1.acc: 93.8710, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1212, s2.loss_cls: 0.0447, s2.acc: 93.7664, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0559, loss: 1.2282 2024-03-09 17:31:09,679 - mmdet - INFO - Epoch [4][2600/7330] lr: 1.342e-05, eta: 3 days, 22:32:52, time: 1.450, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.1796, s0.acc: 94.0369, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2479, s1.loss_cls: 0.0866, s1.acc: 94.1307, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1177, s2.loss_cls: 0.0429, s2.acc: 94.0169, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0546, loss: 1.1816 2024-03-09 17:32:19,600 - mmdet - INFO - Epoch [4][2650/7330] lr: 1.342e-05, eta: 3 days, 22:31:29, time: 1.398, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.1729, s0.acc: 94.1423, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2506, s1.loss_cls: 0.0841, s1.acc: 94.2041, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1177, s2.loss_cls: 0.0422, s2.acc: 93.9892, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0547, loss: 1.1697 2024-03-09 17:33:33,198 - mmdet - INFO - Epoch [4][2700/7330] lr: 1.342e-05, eta: 3 days, 22:30:42, time: 1.472, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1732, s0.acc: 94.1099, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2509, s1.loss_cls: 0.0832, s1.acc: 94.1460, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1185, s2.loss_cls: 0.0414, s2.acc: 93.9633, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0551, loss: 1.1791 2024-03-09 17:34:46,462 - mmdet - INFO - Epoch [4][2750/7330] lr: 1.342e-05, eta: 3 days, 22:29:51, time: 1.465, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1682, s0.acc: 94.3232, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2446, s1.loss_cls: 0.0824, s1.acc: 94.2583, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1144, s2.loss_cls: 0.0410, s2.acc: 94.0927, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0530, loss: 1.1328 2024-03-09 17:35:58,949 - mmdet - INFO - Epoch [4][2800/7330] lr: 1.342e-05, eta: 3 days, 22:28:53, time: 1.450, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1675, s0.acc: 94.4497, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2531, s1.loss_cls: 0.0828, s1.acc: 94.3049, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1187, s2.loss_cls: 0.0405, s2.acc: 94.2944, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0553, loss: 1.1434 2024-03-09 17:37:04,510 - mmdet - INFO - Epoch [4][2850/7330] lr: 1.342e-05, eta: 3 days, 22:26:48, time: 1.311, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1787, s0.acc: 94.0198, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2478, s1.loss_cls: 0.0887, s1.acc: 93.8438, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1178, s2.loss_cls: 0.0440, s2.acc: 93.6840, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0549, loss: 1.1791 2024-03-09 17:38:15,920 - mmdet - INFO - Epoch [4][2900/7330] lr: 1.342e-05, eta: 3 days, 22:25:40, time: 1.428, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1854, s0.acc: 93.8462, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2586, s1.loss_cls: 0.0913, s1.acc: 93.6854, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1223, s2.loss_cls: 0.0452, s2.acc: 93.6267, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0573, loss: 1.2201 2024-03-09 17:39:29,941 - mmdet - INFO - Epoch [4][2950/7330] lr: 1.342e-05, eta: 3 days, 22:24:57, time: 1.480, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.1870, s0.acc: 93.6831, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2528, s1.loss_cls: 0.0897, s1.acc: 93.8014, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1187, s2.loss_cls: 0.0443, s2.acc: 93.7522, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0556, loss: 1.2147 2024-03-09 17:40:41,383 - mmdet - INFO - Epoch [4][3000/7330] lr: 1.342e-05, eta: 3 days, 22:23:49, time: 1.429, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1666, s0.acc: 94.4343, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2469, s1.loss_cls: 0.0810, s1.acc: 94.4114, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1166, s2.loss_cls: 0.0406, s2.acc: 94.2193, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0544, loss: 1.1343 2024-03-09 17:41:57,189 - mmdet - INFO - Epoch [4][3050/7330] lr: 1.342e-05, eta: 3 days, 22:23:22, time: 1.516, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1701, s0.acc: 94.3254, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2526, s1.loss_cls: 0.0827, s1.acc: 94.2842, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1193, s2.loss_cls: 0.0410, s2.acc: 94.2088, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0560, loss: 1.1634 2024-03-09 17:43:07,771 - mmdet - INFO - Epoch [4][3100/7330] lr: 1.342e-05, eta: 3 days, 22:22:06, time: 1.412, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1823, s0.acc: 94.0132, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2520, s1.loss_cls: 0.0875, s1.acc: 94.0703, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1179, s2.loss_cls: 0.0434, s2.acc: 93.9307, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0551, loss: 1.1945 2024-03-09 17:44:22,822 - mmdet - INFO - Epoch [4][3150/7330] lr: 1.342e-05, eta: 3 days, 22:21:32, time: 1.501, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1716, s0.acc: 94.1599, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2530, s1.loss_cls: 0.0840, s1.acc: 94.1296, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1190, s2.loss_cls: 0.0419, s2.acc: 94.0509, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0555, loss: 1.1692 2024-03-09 17:45:40,634 - mmdet - INFO - Epoch [4][3200/7330] lr: 1.342e-05, eta: 3 days, 22:21:24, time: 1.556, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1885, s0.acc: 93.7622, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2549, s1.loss_cls: 0.0903, s1.acc: 93.7827, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1196, s2.loss_cls: 0.0440, s2.acc: 93.8383, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0558, loss: 1.2153 2024-03-09 17:46:53,815 - mmdet - INFO - Epoch [4][3250/7330] lr: 1.342e-05, eta: 3 days, 22:20:32, time: 1.464, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.1865, s0.acc: 93.8367, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2519, s1.loss_cls: 0.0897, s1.acc: 93.9265, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1179, s2.loss_cls: 0.0440, s2.acc: 93.7329, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0549, loss: 1.2079 2024-03-09 17:48:03,954 - mmdet - INFO - Epoch [4][3300/7330] lr: 1.342e-05, eta: 3 days, 22:19:11, time: 1.403, data_time: 0.210, memory: 17966, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1719, s0.acc: 94.2351, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2516, s1.loss_cls: 0.0835, s1.acc: 94.1836, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1170, s2.loss_cls: 0.0409, s2.acc: 94.2233, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0549, loss: 1.1641 2024-03-09 17:49:14,844 - mmdet - INFO - Epoch [4][3350/7330] lr: 1.342e-05, eta: 3 days, 22:17:57, time: 1.418, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1690, s0.acc: 94.2930, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2448, s1.loss_cls: 0.0829, s1.acc: 94.3010, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1159, s2.loss_cls: 0.0414, s2.acc: 94.0553, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0539, loss: 1.1465 2024-03-09 17:50:26,772 - mmdet - INFO - Epoch [4][3400/7330] lr: 1.342e-05, eta: 3 days, 22:16:53, time: 1.439, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1587, s0.acc: 94.7314, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2497, s1.loss_cls: 0.0768, s1.acc: 94.7274, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1173, s2.loss_cls: 0.0389, s2.acc: 94.5353, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0552, loss: 1.1252 2024-03-09 17:51:37,862 - mmdet - INFO - Epoch [4][3450/7330] lr: 1.342e-05, eta: 3 days, 22:15:42, time: 1.422, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1783, s0.acc: 94.2180, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2535, s1.loss_cls: 0.0871, s1.acc: 94.1345, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1199, s2.loss_cls: 0.0430, s2.acc: 94.0195, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0562, loss: 1.1730 2024-03-09 17:52:48,386 - mmdet - INFO - Epoch [4][3500/7330] lr: 1.342e-05, eta: 3 days, 22:14:25, time: 1.410, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.1705, s0.acc: 94.3804, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2466, s1.loss_cls: 0.0842, s1.acc: 94.2729, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1158, s2.loss_cls: 0.0422, s2.acc: 94.0977, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0540, loss: 1.1399 2024-03-09 17:53:57,968 - mmdet - INFO - Epoch [4][3550/7330] lr: 1.342e-05, eta: 3 days, 22:12:59, time: 1.392, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1689, s0.acc: 94.3870, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2541, s1.loss_cls: 0.0840, s1.acc: 94.1839, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1209, s2.loss_cls: 0.0417, s2.acc: 93.9593, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0563, loss: 1.1650 2024-03-09 17:55:10,115 - mmdet - INFO - Epoch [4][3600/7330] lr: 1.342e-05, eta: 3 days, 22:11:57, time: 1.443, data_time: 0.207, memory: 17966, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1613, s0.acc: 94.6089, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2478, s1.loss_cls: 0.0792, s1.acc: 94.5330, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1173, s2.loss_cls: 0.0403, s2.acc: 94.2313, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0544, loss: 1.1229 2024-03-09 17:56:23,838 - mmdet - INFO - Epoch [4][3650/7330] lr: 1.342e-05, eta: 3 days, 22:11:09, time: 1.474, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1700, s0.acc: 94.3318, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2453, s1.loss_cls: 0.0829, s1.acc: 94.2866, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1163, s2.loss_cls: 0.0415, s2.acc: 94.1674, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0541, loss: 1.1505 2024-03-09 17:57:34,964 - mmdet - INFO - Epoch [4][3700/7330] lr: 1.342e-05, eta: 3 days, 22:09:58, time: 1.423, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1732, s0.acc: 94.1135, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2557, s1.loss_cls: 0.0849, s1.acc: 94.0100, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1194, s2.loss_cls: 0.0422, s2.acc: 93.8919, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0550, loss: 1.1878 2024-03-09 17:58:45,892 - mmdet - INFO - Epoch [4][3750/7330] lr: 1.342e-05, eta: 3 days, 22:08:45, time: 1.419, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1955, s0.acc: 93.5510, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2614, s1.loss_cls: 0.0940, s1.acc: 93.6054, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1227, s2.loss_cls: 0.0453, s2.acc: 93.6641, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0571, loss: 1.2500 2024-03-09 17:59:58,626 - mmdet - INFO - Epoch [4][3800/7330] lr: 1.342e-05, eta: 3 days, 22:07:48, time: 1.455, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1844, s0.acc: 93.8806, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2514, s1.loss_cls: 0.0866, s1.acc: 94.0534, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1183, s2.loss_cls: 0.0423, s2.acc: 94.0342, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0547, loss: 1.2005 2024-03-09 18:01:14,894 - mmdet - INFO - Epoch [4][3850/7330] lr: 1.342e-05, eta: 3 days, 22:07:24, time: 1.525, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1856, s0.acc: 93.8223, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2582, s1.loss_cls: 0.0890, s1.acc: 93.8640, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1218, s2.loss_cls: 0.0442, s2.acc: 93.7455, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0568, loss: 1.2248 2024-03-09 18:02:30,383 - mmdet - INFO - Epoch [4][3900/7330] lr: 1.342e-05, eta: 3 days, 22:06:52, time: 1.510, data_time: 0.204, memory: 17966, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1940, s0.acc: 93.6926, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2508, s1.loss_cls: 0.0926, s1.acc: 93.7463, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1191, s2.loss_cls: 0.0453, s2.acc: 93.7625, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0555, loss: 1.2261 2024-03-09 18:03:39,955 - mmdet - INFO - Epoch [4][3950/7330] lr: 1.342e-05, eta: 3 days, 22:05:26, time: 1.391, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1872, s0.acc: 93.7495, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2561, s1.loss_cls: 0.0892, s1.acc: 93.8453, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1206, s2.loss_cls: 0.0438, s2.acc: 93.7500, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0556, loss: 1.2226 2024-03-09 18:04:54,464 - mmdet - INFO - Epoch [4][4000/7330] lr: 1.342e-05, eta: 3 days, 22:04:46, time: 1.490, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1941, s0.acc: 93.5720, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2584, s1.loss_cls: 0.0927, s1.acc: 93.6455, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1206, s2.loss_cls: 0.0455, s2.acc: 93.6355, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0557, loss: 1.2310 2024-03-09 18:06:07,400 - mmdet - INFO - Epoch [4][4050/7330] lr: 1.342e-05, eta: 3 days, 22:03:50, time: 1.459, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.1915, s0.acc: 93.5896, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2616, s1.loss_cls: 0.0908, s1.acc: 93.7805, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1222, s2.loss_cls: 0.0446, s2.acc: 93.7690, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0566, loss: 1.2527 2024-03-09 18:07:18,854 - mmdet - INFO - Epoch [4][4100/7330] lr: 1.342e-05, eta: 3 days, 22:02:42, time: 1.429, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1931, s0.acc: 93.5315, s0.loss_bbox: 0.2556, s0.loss_mask: 0.2629, s1.loss_cls: 0.0923, s1.acc: 93.6919, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1243, s2.loss_cls: 0.0452, s2.acc: 93.6402, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0577, loss: 1.2643 2024-03-09 18:08:29,038 - mmdet - INFO - Epoch [4][4150/7330] lr: 1.342e-05, eta: 3 days, 22:01:21, time: 1.404, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1854, s0.acc: 93.7766, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2581, s1.loss_cls: 0.0908, s1.acc: 93.7593, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1214, s2.loss_cls: 0.0445, s2.acc: 93.7093, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0560, loss: 1.2246 2024-03-09 18:09:41,179 - mmdet - INFO - Epoch [4][4200/7330] lr: 1.342e-05, eta: 3 days, 22:00:19, time: 1.443, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1875, s0.acc: 93.7937, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2574, s1.loss_cls: 0.0907, s1.acc: 93.8386, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1200, s2.loss_cls: 0.0444, s2.acc: 93.7676, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0553, loss: 1.2233 2024-03-09 18:10:51,380 - mmdet - INFO - Epoch [4][4250/7330] lr: 1.342e-05, eta: 3 days, 21:58:59, time: 1.404, data_time: 0.114, memory: 17966, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1857, s0.acc: 93.8186, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2580, s1.loss_cls: 0.0892, s1.acc: 93.8602, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1230, s2.loss_cls: 0.0435, s2.acc: 93.7800, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0571, loss: 1.2272 2024-03-09 18:12:03,428 - mmdet - INFO - Epoch [4][4300/7330] lr: 1.342e-05, eta: 3 days, 21:57:55, time: 1.441, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1778, s0.acc: 94.0212, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2561, s1.loss_cls: 0.0860, s1.acc: 94.0669, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1202, s2.loss_cls: 0.0426, s2.acc: 93.9410, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0551, loss: 1.1987 2024-03-09 18:13:12,813 - mmdet - INFO - Epoch [4][4350/7330] lr: 1.342e-05, eta: 3 days, 21:56:28, time: 1.388, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1805, s0.acc: 94.0576, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2504, s1.loss_cls: 0.0870, s1.acc: 94.1367, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1189, s2.loss_cls: 0.0433, s2.acc: 94.0392, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0556, loss: 1.1798 2024-03-09 18:14:24,624 - mmdet - INFO - Epoch [4][4400/7330] lr: 1.342e-05, eta: 3 days, 21:55:22, time: 1.436, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1692, s0.acc: 94.2671, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2453, s1.loss_cls: 0.0820, s1.acc: 94.3798, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1165, s2.loss_cls: 0.0400, s2.acc: 94.3311, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0540, loss: 1.1517 2024-03-09 18:15:35,482 - mmdet - INFO - Epoch [4][4450/7330] lr: 1.342e-05, eta: 3 days, 21:54:08, time: 1.417, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1809, s0.acc: 94.0483, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2551, s1.loss_cls: 0.0872, s1.acc: 94.0112, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1200, s2.loss_cls: 0.0434, s2.acc: 93.9091, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0555, loss: 1.2074 2024-03-09 18:16:47,791 - mmdet - INFO - Epoch [4][4500/7330] lr: 1.342e-05, eta: 3 days, 21:53:07, time: 1.446, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1906, s0.acc: 93.4963, s0.loss_bbox: 0.2527, s0.loss_mask: 0.2587, s1.loss_cls: 0.0920, s1.acc: 93.5433, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1223, s2.loss_cls: 0.0453, s2.acc: 93.4094, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0566, loss: 1.2544 2024-03-09 18:18:00,500 - mmdet - INFO - Epoch [4][4550/7330] lr: 1.342e-05, eta: 3 days, 21:52:09, time: 1.454, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.1826, s0.acc: 93.9053, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2497, s1.loss_cls: 0.0874, s1.acc: 93.9673, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1177, s2.loss_cls: 0.0431, s2.acc: 93.8460, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0548, loss: 1.2079 2024-03-09 18:19:14,988 - mmdet - INFO - Epoch [4][4600/7330] lr: 1.342e-05, eta: 3 days, 21:51:28, time: 1.490, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1835, s0.acc: 93.9497, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2607, s1.loss_cls: 0.0890, s1.acc: 93.9239, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1227, s2.loss_cls: 0.0438, s2.acc: 93.8190, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0570, loss: 1.2145 2024-03-09 18:20:37,020 - mmdet - INFO - Epoch [4][4650/7330] lr: 1.342e-05, eta: 3 days, 21:51:53, time: 1.641, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1949, s0.acc: 93.5366, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2594, s1.loss_cls: 0.0948, s1.acc: 93.5500, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1220, s2.loss_cls: 0.0456, s2.acc: 93.5814, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0564, loss: 1.2525 2024-03-09 18:21:48,110 - mmdet - INFO - Epoch [4][4700/7330] lr: 1.342e-05, eta: 3 days, 21:50:40, time: 1.422, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2060, s0.acc: 93.2717, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2620, s1.loss_cls: 0.0984, s1.acc: 93.3945, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1236, s2.loss_cls: 0.0481, s2.acc: 93.2856, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0573, loss: 1.2888 2024-03-09 18:23:00,901 - mmdet - INFO - Epoch [4][4750/7330] lr: 1.342e-05, eta: 3 days, 21:49:43, time: 1.456, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.1842, s0.acc: 93.7744, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2579, s1.loss_cls: 0.0883, s1.acc: 93.8857, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1205, s2.loss_cls: 0.0436, s2.acc: 93.7924, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0560, loss: 1.2208 2024-03-09 18:24:14,492 - mmdet - INFO - Epoch [4][4800/7330] lr: 1.342e-05, eta: 3 days, 21:48:53, time: 1.472, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1819, s0.acc: 93.9041, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2589, s1.loss_cls: 0.0849, s1.acc: 94.0734, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1231, s2.loss_cls: 0.0420, s2.acc: 93.9918, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0571, loss: 1.2186 2024-03-09 18:25:26,443 - mmdet - INFO - Epoch [4][4850/7330] lr: 1.342e-05, eta: 3 days, 21:47:48, time: 1.439, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.1925, s0.acc: 93.5447, s0.loss_bbox: 0.2597, s0.loss_mask: 0.2690, s1.loss_cls: 0.0904, s1.acc: 93.7181, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1282, s2.loss_cls: 0.0446, s2.acc: 93.5502, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0595, loss: 1.2822 2024-03-09 18:26:40,950 - mmdet - INFO - Epoch [4][4900/7330] lr: 1.342e-05, eta: 3 days, 21:47:06, time: 1.490, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1827, s0.acc: 93.8936, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2578, s1.loss_cls: 0.0873, s1.acc: 94.0045, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1223, s2.loss_cls: 0.0430, s2.acc: 93.9732, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0571, loss: 1.2213 2024-03-09 18:27:51,016 - mmdet - INFO - Epoch [4][4950/7330] lr: 1.342e-05, eta: 3 days, 21:45:44, time: 1.401, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1980, s0.acc: 93.3547, s0.loss_bbox: 0.2587, s0.loss_mask: 0.2698, s1.loss_cls: 0.0958, s1.acc: 93.4015, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1264, s2.loss_cls: 0.0466, s2.acc: 93.3516, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0581, loss: 1.2857 2024-03-09 18:29:01,499 - mmdet - INFO - Epoch [4][5000/7330] lr: 1.342e-05, eta: 3 days, 21:44:27, time: 1.410, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1830, s0.acc: 93.8745, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2615, s1.loss_cls: 0.0868, s1.acc: 94.0104, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1234, s2.loss_cls: 0.0422, s2.acc: 94.0763, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0576, loss: 1.2171 2024-03-09 18:30:15,108 - mmdet - INFO - Epoch [4][5050/7330] lr: 1.342e-05, eta: 3 days, 21:43:36, time: 1.472, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1773, s0.acc: 94.0493, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2535, s1.loss_cls: 0.0850, s1.acc: 94.1218, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1193, s2.loss_cls: 0.0420, s2.acc: 93.9432, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0551, loss: 1.2033 2024-03-09 18:31:31,458 - mmdet - INFO - Epoch [4][5100/7330] lr: 1.342e-05, eta: 3 days, 21:43:10, time: 1.527, data_time: 0.208, memory: 17966, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1811, s0.acc: 94.0295, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2560, s1.loss_cls: 0.0862, s1.acc: 94.1486, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1218, s2.loss_cls: 0.0426, s2.acc: 94.0201, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0569, loss: 1.2046 2024-03-09 18:32:43,813 - mmdet - INFO - Epoch [4][5150/7330] lr: 1.342e-05, eta: 3 days, 21:42:08, time: 1.447, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1859, s0.acc: 93.7251, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2596, s1.loss_cls: 0.0889, s1.acc: 93.8821, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1224, s2.loss_cls: 0.0437, s2.acc: 93.7272, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0565, loss: 1.2221 2024-03-09 18:33:54,458 - mmdet - INFO - Epoch [4][5200/7330] lr: 1.342e-05, eta: 3 days, 21:40:52, time: 1.413, data_time: 0.225, memory: 17966, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.1805, s0.acc: 93.9438, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2534, s1.loss_cls: 0.0881, s1.acc: 93.8781, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1194, s2.loss_cls: 0.0431, s2.acc: 93.8561, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0552, loss: 1.1888 2024-03-09 18:35:07,007 - mmdet - INFO - Epoch [4][5250/7330] lr: 1.342e-05, eta: 3 days, 21:39:52, time: 1.451, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1719, s0.acc: 94.2183, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2529, s1.loss_cls: 0.0828, s1.acc: 94.2301, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1194, s2.loss_cls: 0.0406, s2.acc: 94.2424, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0561, loss: 1.1728 2024-03-09 18:36:22,436 - mmdet - INFO - Epoch [4][5300/7330] lr: 1.342e-05, eta: 3 days, 21:39:17, time: 1.509, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1738, s0.acc: 94.1235, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2564, s1.loss_cls: 0.0836, s1.acc: 94.2448, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1192, s2.loss_cls: 0.0410, s2.acc: 94.1015, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0552, loss: 1.1860 2024-03-09 18:37:37,789 - mmdet - INFO - Epoch [4][5350/7330] lr: 1.342e-05, eta: 3 days, 21:38:41, time: 1.507, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.1835, s0.acc: 93.8337, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2585, s1.loss_cls: 0.0872, s1.acc: 93.9899, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1210, s2.loss_cls: 0.0427, s2.acc: 93.8971, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0563, loss: 1.2224 2024-03-09 18:38:52,714 - mmdet - INFO - Epoch [4][5400/7330] lr: 1.342e-05, eta: 3 days, 21:38:01, time: 1.499, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.1846, s0.acc: 93.8977, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2615, s1.loss_cls: 0.0883, s1.acc: 93.9965, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1231, s2.loss_cls: 0.0436, s2.acc: 93.7795, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0575, loss: 1.2334 2024-03-09 18:40:05,745 - mmdet - INFO - Epoch [4][5450/7330] lr: 1.342e-05, eta: 3 days, 21:37:05, time: 1.461, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1797, s0.acc: 94.0801, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2585, s1.loss_cls: 0.0863, s1.acc: 93.9979, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1203, s2.loss_cls: 0.0429, s2.acc: 93.9836, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0553, loss: 1.1946 2024-03-09 18:41:19,004 - mmdet - INFO - Epoch [4][5500/7330] lr: 1.342e-05, eta: 3 days, 21:36:11, time: 1.465, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.1817, s0.acc: 93.9617, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2470, s1.loss_cls: 0.0859, s1.acc: 94.1924, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1171, s2.loss_cls: 0.0423, s2.acc: 94.0041, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0542, loss: 1.1956 2024-03-09 18:42:29,668 - mmdet - INFO - Epoch [4][5550/7330] lr: 1.342e-05, eta: 3 days, 21:34:55, time: 1.414, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1766, s0.acc: 94.1245, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2528, s1.loss_cls: 0.0846, s1.acc: 94.2104, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1187, s2.loss_cls: 0.0423, s2.acc: 94.0418, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0551, loss: 1.1711 2024-03-09 18:43:44,060 - mmdet - INFO - Epoch [4][5600/7330] lr: 1.342e-05, eta: 3 days, 21:34:10, time: 1.488, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1783, s0.acc: 94.0986, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2581, s1.loss_cls: 0.0864, s1.acc: 94.1510, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1219, s2.loss_cls: 0.0419, s2.acc: 94.1400, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0564, loss: 1.1949 2024-03-09 18:44:54,909 - mmdet - INFO - Epoch [4][5650/7330] lr: 1.342e-05, eta: 3 days, 21:32:55, time: 1.417, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1762, s0.acc: 94.1187, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2465, s1.loss_cls: 0.0856, s1.acc: 94.2066, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1162, s2.loss_cls: 0.0426, s2.acc: 94.0001, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0539, loss: 1.1711 2024-03-09 18:46:05,793 - mmdet - INFO - Epoch [4][5700/7330] lr: 1.342e-05, eta: 3 days, 21:31:40, time: 1.418, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1764, s0.acc: 94.0994, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2563, s1.loss_cls: 0.0854, s1.acc: 94.1055, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1200, s2.loss_cls: 0.0418, s2.acc: 94.0252, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0554, loss: 1.1789 2024-03-09 18:47:17,893 - mmdet - INFO - Epoch [4][5750/7330] lr: 1.342e-05, eta: 3 days, 21:30:36, time: 1.442, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1814, s0.acc: 93.8762, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2553, s1.loss_cls: 0.0858, s1.acc: 94.0928, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1213, s2.loss_cls: 0.0424, s2.acc: 93.9707, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0563, loss: 1.2183 2024-03-09 18:48:28,479 - mmdet - INFO - Epoch [4][5800/7330] lr: 1.342e-05, eta: 3 days, 21:29:19, time: 1.412, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1706, s0.acc: 94.1819, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2475, s1.loss_cls: 0.0829, s1.acc: 94.1793, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1168, s2.loss_cls: 0.0415, s2.acc: 93.9624, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0542, loss: 1.1621 2024-03-09 18:49:41,829 - mmdet - INFO - Epoch [4][5850/7330] lr: 1.342e-05, eta: 3 days, 21:28:25, time: 1.467, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1727, s0.acc: 94.1038, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2487, s1.loss_cls: 0.0852, s1.acc: 94.0640, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1166, s2.loss_cls: 0.0424, s2.acc: 93.9243, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0539, loss: 1.1697 2024-03-09 18:50:55,578 - mmdet - INFO - Epoch [4][5900/7330] lr: 1.342e-05, eta: 3 days, 21:27:35, time: 1.475, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1776, s0.acc: 94.0308, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2481, s1.loss_cls: 0.0861, s1.acc: 94.0977, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1168, s2.loss_cls: 0.0425, s2.acc: 93.8866, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0546, loss: 1.1837 2024-03-09 18:52:09,624 - mmdet - INFO - Epoch [4][5950/7330] lr: 1.342e-05, eta: 3 days, 21:26:47, time: 1.481, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1792, s0.acc: 94.0610, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2526, s1.loss_cls: 0.0848, s1.acc: 94.1889, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1179, s2.loss_cls: 0.0414, s2.acc: 94.0925, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0546, loss: 1.1888 2024-03-09 18:53:23,178 - mmdet - INFO - Epoch [4][6000/7330] lr: 1.342e-05, eta: 3 days, 21:25:55, time: 1.471, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1709, s0.acc: 94.3201, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2521, s1.loss_cls: 0.0817, s1.acc: 94.4012, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1185, s2.loss_cls: 0.0405, s2.acc: 94.2490, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0553, loss: 1.1616 2024-03-09 18:54:36,898 - mmdet - INFO - Epoch [4][6050/7330] lr: 1.342e-05, eta: 3 days, 21:25:04, time: 1.474, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1751, s0.acc: 94.1555, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2503, s1.loss_cls: 0.0855, s1.acc: 94.2109, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1184, s2.loss_cls: 0.0421, s2.acc: 94.0732, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0548, loss: 1.1794 2024-03-09 18:55:45,982 - mmdet - INFO - Epoch [4][6100/7330] lr: 1.342e-05, eta: 3 days, 21:23:34, time: 1.382, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1697, s0.acc: 94.3091, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2572, s1.loss_cls: 0.0823, s1.acc: 94.3025, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1201, s2.loss_cls: 0.0406, s2.acc: 94.1572, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0558, loss: 1.1606 2024-03-09 18:57:00,305 - mmdet - INFO - Epoch [4][6150/7330] lr: 1.342e-05, eta: 3 days, 21:22:48, time: 1.486, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1703, s0.acc: 94.4011, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2519, s1.loss_cls: 0.0822, s1.acc: 94.3803, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1180, s2.loss_cls: 0.0414, s2.acc: 94.1704, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0555, loss: 1.1591 2024-03-09 18:58:13,735 - mmdet - INFO - Epoch [4][6200/7330] lr: 1.342e-05, eta: 3 days, 21:21:54, time: 1.469, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1751, s0.acc: 94.1575, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2531, s1.loss_cls: 0.0848, s1.acc: 94.1787, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1190, s2.loss_cls: 0.0425, s2.acc: 93.9483, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0550, loss: 1.1786 2024-03-09 18:59:26,643 - mmdet - INFO - Epoch [4][6250/7330] lr: 1.342e-05, eta: 3 days, 21:20:56, time: 1.458, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.1929, s0.acc: 93.7314, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2586, s1.loss_cls: 0.0925, s1.acc: 93.7734, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1204, s2.loss_cls: 0.0454, s2.acc: 93.6112, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0559, loss: 1.2413 2024-03-09 19:00:40,582 - mmdet - INFO - Epoch [4][6300/7330] lr: 1.342e-05, eta: 3 days, 21:20:07, time: 1.479, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1743, s0.acc: 94.2681, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2492, s1.loss_cls: 0.0837, s1.acc: 94.3554, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1178, s2.loss_cls: 0.0411, s2.acc: 94.1937, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0550, loss: 1.1518 2024-03-09 19:01:50,142 - mmdet - INFO - Epoch [4][6350/7330] lr: 1.342e-05, eta: 3 days, 21:18:41, time: 1.391, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.1741, s0.acc: 94.1687, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2506, s1.loss_cls: 0.0850, s1.acc: 94.0378, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1183, s2.loss_cls: 0.0423, s2.acc: 93.8961, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0549, loss: 1.1859 2024-03-09 19:03:01,348 - mmdet - INFO - Epoch [4][6400/7330] lr: 1.342e-05, eta: 3 days, 21:17:29, time: 1.424, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1681, s0.acc: 94.4314, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2514, s1.loss_cls: 0.0799, s1.acc: 94.5638, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1189, s2.loss_cls: 0.0399, s2.acc: 94.4213, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0557, loss: 1.1473 2024-03-09 19:04:14,510 - mmdet - INFO - Epoch [4][6450/7330] lr: 1.342e-05, eta: 3 days, 21:16:33, time: 1.463, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1865, s0.acc: 93.8201, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2658, s1.loss_cls: 0.0890, s1.acc: 93.9479, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1260, s2.loss_cls: 0.0433, s2.acc: 94.0257, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0583, loss: 1.2362 2024-03-09 19:05:25,802 - mmdet - INFO - Epoch [4][6500/7330] lr: 1.342e-05, eta: 3 days, 21:15:22, time: 1.426, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1878, s0.acc: 93.6013, s0.loss_bbox: 0.2549, s0.loss_mask: 0.2594, s1.loss_cls: 0.0898, s1.acc: 93.7399, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1229, s2.loss_cls: 0.0443, s2.acc: 93.6550, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0567, loss: 1.2482 2024-03-09 19:06:42,589 - mmdet - INFO - Epoch [4][6550/7330] lr: 1.342e-05, eta: 3 days, 21:14:55, time: 1.536, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1817, s0.acc: 93.9182, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2512, s1.loss_cls: 0.0857, s1.acc: 94.0892, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1195, s2.loss_cls: 0.0422, s2.acc: 94.1916, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0554, loss: 1.1873 2024-03-09 19:07:52,428 - mmdet - INFO - Epoch [4][6600/7330] lr: 1.342e-05, eta: 3 days, 21:13:32, time: 1.397, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1835, s0.acc: 93.7251, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2589, s1.loss_cls: 0.0859, s1.acc: 93.9757, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1220, s2.loss_cls: 0.0424, s2.acc: 93.9111, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0566, loss: 1.2248 2024-03-09 19:09:05,250 - mmdet - INFO - Epoch [4][6650/7330] lr: 1.342e-05, eta: 3 days, 21:12:33, time: 1.456, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1898, s0.acc: 93.7000, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2553, s1.loss_cls: 0.0896, s1.acc: 93.9837, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1200, s2.loss_cls: 0.0441, s2.acc: 93.9384, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0557, loss: 1.2251 2024-03-09 19:10:19,633 - mmdet - INFO - Epoch [4][6700/7330] lr: 1.342e-05, eta: 3 days, 21:11:47, time: 1.488, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1745, s0.acc: 94.1819, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2563, s1.loss_cls: 0.0824, s1.acc: 94.3327, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1222, s2.loss_cls: 0.0410, s2.acc: 94.1690, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0564, loss: 1.1853 2024-03-09 19:11:32,936 - mmdet - INFO - Epoch [4][6750/7330] lr: 1.342e-05, eta: 3 days, 21:10:51, time: 1.466, data_time: 0.203, memory: 17966, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1938, s0.acc: 93.5237, s0.loss_bbox: 0.2540, s0.loss_mask: 0.2671, s1.loss_cls: 0.0919, s1.acc: 93.6684, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1251, s2.loss_cls: 0.0453, s2.acc: 93.4857, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0577, loss: 1.2686 2024-03-09 19:12:42,565 - mmdet - INFO - Epoch [4][6800/7330] lr: 1.342e-05, eta: 3 days, 21:09:26, time: 1.393, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1759, s0.acc: 94.0906, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2590, s1.loss_cls: 0.0837, s1.acc: 94.2273, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1223, s2.loss_cls: 0.0416, s2.acc: 94.1143, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0561, loss: 1.1950 2024-03-09 19:13:59,710 - mmdet - INFO - Epoch [4][6850/7330] lr: 1.342e-05, eta: 3 days, 21:09:02, time: 1.543, data_time: 0.209, memory: 17966, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.1852, s0.acc: 93.7781, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2618, s1.loss_cls: 0.0889, s1.acc: 93.9563, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1232, s2.loss_cls: 0.0431, s2.acc: 94.0341, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0570, loss: 1.2366 2024-03-09 19:15:13,993 - mmdet - INFO - Epoch [4][6900/7330] lr: 1.342e-05, eta: 3 days, 21:08:15, time: 1.486, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1794, s0.acc: 93.9978, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2531, s1.loss_cls: 0.0861, s1.acc: 94.0581, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1194, s2.loss_cls: 0.0419, s2.acc: 94.0777, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0553, loss: 1.1989 2024-03-09 19:16:24,901 - mmdet - INFO - Epoch [4][6950/7330] lr: 1.342e-05, eta: 3 days, 21:07:00, time: 1.418, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1828, s0.acc: 93.8740, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2564, s1.loss_cls: 0.0861, s1.acc: 94.0688, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1205, s2.loss_cls: 0.0416, s2.acc: 94.1375, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0554, loss: 1.2015 2024-03-09 19:17:42,293 - mmdet - INFO - Epoch [4][7000/7330] lr: 1.342e-05, eta: 3 days, 21:06:38, time: 1.548, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1847, s0.acc: 93.8884, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2511, s1.loss_cls: 0.0871, s1.acc: 94.0714, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1185, s2.loss_cls: 0.0424, s2.acc: 94.0057, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0549, loss: 1.2000 2024-03-09 19:18:51,403 - mmdet - INFO - Epoch [4][7050/7330] lr: 1.342e-05, eta: 3 days, 21:05:08, time: 1.382, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1777, s0.acc: 94.0342, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2574, s1.loss_cls: 0.0858, s1.acc: 94.1226, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1221, s2.loss_cls: 0.0419, s2.acc: 94.1579, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0569, loss: 1.1915 2024-03-09 19:20:04,783 - mmdet - INFO - Epoch [4][7100/7330] lr: 1.342e-05, eta: 3 days, 21:04:13, time: 1.468, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1753, s0.acc: 93.9753, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2528, s1.loss_cls: 0.0844, s1.acc: 94.0187, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1198, s2.loss_cls: 0.0425, s2.acc: 93.8734, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0559, loss: 1.1879 2024-03-09 19:21:23,260 - mmdet - INFO - Epoch [4][7150/7330] lr: 1.342e-05, eta: 3 days, 21:03:59, time: 1.570, data_time: 0.208, memory: 17966, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1759, s0.acc: 94.0776, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2527, s1.loss_cls: 0.0857, s1.acc: 94.1295, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1191, s2.loss_cls: 0.0425, s2.acc: 94.0363, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0556, loss: 1.1848 2024-03-09 19:22:33,989 - mmdet - INFO - Epoch [4][7200/7330] lr: 1.342e-05, eta: 3 days, 21:02:43, time: 1.415, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.1791, s0.acc: 94.0049, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2590, s1.loss_cls: 0.0865, s1.acc: 94.0486, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1221, s2.loss_cls: 0.0426, s2.acc: 93.8910, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0569, loss: 1.2113 2024-03-09 19:23:45,728 - mmdet - INFO - Epoch [4][7250/7330] lr: 1.342e-05, eta: 3 days, 21:01:35, time: 1.435, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1827, s0.acc: 93.7236, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2539, s1.loss_cls: 0.0882, s1.acc: 93.7405, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1205, s2.loss_cls: 0.0436, s2.acc: 93.6324, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0562, loss: 1.2201 2024-03-09 19:25:00,674 - mmdet - INFO - Epoch [4][7300/7330] lr: 1.342e-05, eta: 3 days, 21:00:52, time: 1.499, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1750, s0.acc: 94.0891, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2527, s1.loss_cls: 0.0845, s1.acc: 94.1768, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1205, s2.loss_cls: 0.0417, s2.acc: 94.0023, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0565, loss: 1.1924 2024-03-09 19:25:38,063 - mmdet - INFO - Saving checkpoint at 4 epochs 2024-03-09 19:31:24,549 - mmdet - INFO - Evaluating bbox... 2024-03-09 19:32:03,453 - 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 ] = 0.604 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.461 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.245 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 ] = 0.568 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.569 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.569 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.569 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 ] = 0.619 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.722 2024-03-09 19:32:03,453 - mmdet - INFO - Evaluating segm... 2024-03-09 19:32:44,265 - 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 ] = 0.404 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.171 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.410 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.560 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.504 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.504 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.504 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.307 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.553 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.666 2024-03-09 19:32:44,931 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-09 19:32:44,932 - mmdet - INFO - Epoch(val) [4][1250] bbox_mAP: 0.4210, bbox_mAP_50: 0.6040, bbox_mAP_75: 0.4610, bbox_mAP_s: 0.2450, bbox_mAP_m: 0.4640, bbox_mAP_l: 0.5680, bbox_mAP_copypaste: 0.421 0.604 0.461 0.245 0.464 0.568, segm_mAP: 0.3730, segm_mAP_50: 0.5790, segm_mAP_75: 0.4040, segm_mAP_s: 0.1710, segm_mAP_m: 0.4100, segm_mAP_l: 0.5600, segm_mAP_copypaste: 0.373 0.579 0.404 0.171 0.410 0.560 2024-03-09 19:34:02,382 - mmdet - INFO - Epoch [5][50/7330] lr: 1.342e-05, eta: 3 days, 20:54:04, time: 1.547, data_time: 0.246, memory: 17966, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.1755, s0.acc: 94.0000, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2581, s1.loss_cls: 0.0836, s1.acc: 94.1740, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1224, s2.loss_cls: 0.0409, s2.acc: 94.0840, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0569, loss: 1.2014 2024-03-09 19:35:14,798 - mmdet - INFO - Epoch [5][100/7330] lr: 1.342e-05, eta: 3 days, 20:53:01, time: 1.448, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.1665, s0.acc: 94.2595, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2534, s1.loss_cls: 0.0802, s1.acc: 94.3089, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1189, s2.loss_cls: 0.0397, s2.acc: 94.2388, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0551, loss: 1.1714 2024-03-09 19:36:24,785 - mmdet - INFO - Epoch [5][150/7330] lr: 1.342e-05, eta: 3 days, 20:51:39, time: 1.400, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1692, s0.acc: 94.2114, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2502, s1.loss_cls: 0.0801, s1.acc: 94.3563, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1194, s2.loss_cls: 0.0395, s2.acc: 94.2410, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0556, loss: 1.1680 2024-03-09 19:37:39,490 - mmdet - INFO - Epoch [5][200/7330] lr: 1.342e-05, eta: 3 days, 20:50:55, time: 1.494, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1760, s0.acc: 94.0276, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2470, s1.loss_cls: 0.0822, s1.acc: 94.2402, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1187, s2.loss_cls: 0.0408, s2.acc: 94.1763, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0558, loss: 1.1833 2024-03-09 19:38:50,698 - mmdet - INFO - Epoch [5][250/7330] lr: 1.342e-05, eta: 3 days, 20:49:43, time: 1.424, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1710, s0.acc: 94.1035, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2511, s1.loss_cls: 0.0820, s1.acc: 94.1376, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1201, s2.loss_cls: 0.0408, s2.acc: 94.1073, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0558, loss: 1.1674 2024-03-09 19:40:00,799 - mmdet - INFO - Epoch [5][300/7330] lr: 1.342e-05, eta: 3 days, 20:48:22, time: 1.402, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1681, s0.acc: 94.3118, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2454, s1.loss_cls: 0.0803, s1.acc: 94.4267, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1167, s2.loss_cls: 0.0395, s2.acc: 94.3861, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0543, loss: 1.1371 2024-03-09 19:41:17,899 - mmdet - INFO - Epoch [5][350/7330] lr: 1.342e-05, eta: 3 days, 20:47:56, time: 1.542, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1878, s0.acc: 93.8269, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2517, s1.loss_cls: 0.0870, s1.acc: 94.0854, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1199, s2.loss_cls: 0.0423, s2.acc: 94.1044, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0561, loss: 1.2089 2024-03-09 19:42:29,872 - mmdet - INFO - Epoch [5][400/7330] lr: 1.342e-05, eta: 3 days, 20:46:50, time: 1.439, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1728, s0.acc: 94.1956, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2502, s1.loss_cls: 0.0824, s1.acc: 94.3634, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1182, s2.loss_cls: 0.0406, s2.acc: 94.3343, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0547, loss: 1.1636 2024-03-09 19:43:35,107 - mmdet - INFO - Epoch [5][450/7330] lr: 1.342e-05, eta: 3 days, 20:44:51, time: 1.305, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1687, s0.acc: 94.2615, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2499, s1.loss_cls: 0.0807, s1.acc: 94.3529, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1192, s2.loss_cls: 0.0402, s2.acc: 94.2350, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0557, loss: 1.1609 2024-03-09 19:44:46,729 - mmdet - INFO - Epoch [5][500/7330] lr: 1.342e-05, eta: 3 days, 20:43:42, time: 1.432, data_time: 0.217, memory: 17966, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1844, s0.acc: 93.8574, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2511, s1.loss_cls: 0.0870, s1.acc: 93.9636, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1184, s2.loss_cls: 0.0429, s2.acc: 93.9296, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0552, loss: 1.2098 2024-03-09 19:46:00,473 - mmdet - INFO - Epoch [5][550/7330] lr: 1.342e-05, eta: 3 days, 20:42:50, time: 1.475, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.1769, s0.acc: 93.9490, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2562, s1.loss_cls: 0.0834, s1.acc: 94.1788, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1216, s2.loss_cls: 0.0410, s2.acc: 94.1509, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0568, loss: 1.2048 2024-03-09 19:47:10,617 - mmdet - INFO - Epoch [5][600/7330] lr: 1.342e-05, eta: 3 days, 20:41:29, time: 1.403, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1704, s0.acc: 94.1990, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2537, s1.loss_cls: 0.0806, s1.acc: 94.3559, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1184, s2.loss_cls: 0.0402, s2.acc: 94.2740, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0544, loss: 1.1610 2024-03-09 19:48:20,894 - mmdet - INFO - Epoch [5][650/7330] lr: 1.342e-05, eta: 3 days, 20:40:10, time: 1.406, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.1868, s0.acc: 93.6838, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2609, s1.loss_cls: 0.0881, s1.acc: 93.9366, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1231, s2.loss_cls: 0.0432, s2.acc: 93.8554, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0572, loss: 1.2338 2024-03-09 19:49:36,629 - mmdet - INFO - Epoch [5][700/7330] lr: 1.342e-05, eta: 3 days, 20:39:33, time: 1.514, data_time: 0.201, memory: 17966, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1848, s0.acc: 93.7122, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2526, s1.loss_cls: 0.0872, s1.acc: 93.9057, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1188, s2.loss_cls: 0.0428, s2.acc: 93.8714, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0548, loss: 1.2202 2024-03-09 19:50:50,888 - mmdet - INFO - Epoch [5][750/7330] lr: 1.342e-05, eta: 3 days, 20:38:45, time: 1.485, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.1863, s0.acc: 93.8276, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2571, s1.loss_cls: 0.0895, s1.acc: 93.9301, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1215, s2.loss_cls: 0.0440, s2.acc: 93.7304, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0559, loss: 1.2225 2024-03-09 19:51:59,802 - mmdet - INFO - Epoch [5][800/7330] lr: 1.342e-05, eta: 3 days, 20:37:15, time: 1.378, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1741, s0.acc: 94.1143, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2502, s1.loss_cls: 0.0839, s1.acc: 94.1252, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1181, s2.loss_cls: 0.0412, s2.acc: 94.0990, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0548, loss: 1.1818 2024-03-09 19:53:12,458 - mmdet - INFO - Epoch [5][850/7330] lr: 1.342e-05, eta: 3 days, 20:36:14, time: 1.453, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1754, s0.acc: 94.0632, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2515, s1.loss_cls: 0.0841, s1.acc: 94.2198, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1194, s2.loss_cls: 0.0416, s2.acc: 94.1334, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0563, loss: 1.1847 2024-03-09 19:54:27,907 - mmdet - INFO - Epoch [5][900/7330] lr: 1.342e-05, eta: 3 days, 20:35:34, time: 1.509, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1849, s0.acc: 93.8328, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2501, s1.loss_cls: 0.0881, s1.acc: 94.0121, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1197, s2.loss_cls: 0.0433, s2.acc: 93.8714, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0563, loss: 1.2179 2024-03-09 19:55:42,436 - mmdet - INFO - Epoch [5][950/7330] lr: 1.342e-05, eta: 3 days, 20:34:48, time: 1.491, data_time: 0.208, memory: 17966, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1752, s0.acc: 94.0645, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2538, s1.loss_cls: 0.0843, s1.acc: 94.0619, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1205, s2.loss_cls: 0.0418, s2.acc: 93.9492, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0558, loss: 1.1848 2024-03-09 19:56:54,874 - mmdet - INFO - Epoch [5][1000/7330] lr: 1.342e-05, eta: 3 days, 20:33:45, time: 1.449, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1807, s0.acc: 94.0046, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2575, s1.loss_cls: 0.0869, s1.acc: 94.0959, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1210, s2.loss_cls: 0.0426, s2.acc: 93.9874, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0562, loss: 1.2006 2024-03-09 19:58:05,812 - mmdet - INFO - Epoch [5][1050/7330] lr: 1.342e-05, eta: 3 days, 20:32:30, time: 1.419, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1804, s0.acc: 93.8875, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2570, s1.loss_cls: 0.0868, s1.acc: 94.0104, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1224, s2.loss_cls: 0.0433, s2.acc: 93.8433, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0567, loss: 1.2249 2024-03-09 19:59:16,046 - mmdet - INFO - Epoch [5][1100/7330] lr: 1.342e-05, eta: 3 days, 20:31:11, time: 1.405, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1790, s0.acc: 93.9192, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2587, s1.loss_cls: 0.0848, s1.acc: 94.0776, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1221, s2.loss_cls: 0.0423, s2.acc: 93.9577, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0566, loss: 1.2192 2024-03-09 20:00:28,785 - mmdet - INFO - Epoch [5][1150/7330] lr: 1.342e-05, eta: 3 days, 20:30:10, time: 1.455, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1718, s0.acc: 94.1611, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2531, s1.loss_cls: 0.0824, s1.acc: 94.3272, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1194, s2.loss_cls: 0.0408, s2.acc: 94.2663, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0557, loss: 1.1752 2024-03-09 20:01:39,278 - mmdet - INFO - Epoch [5][1200/7330] lr: 1.342e-05, eta: 3 days, 20:28:52, time: 1.410, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1730, s0.acc: 94.2117, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2466, s1.loss_cls: 0.0824, s1.acc: 94.2374, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1167, s2.loss_cls: 0.0408, s2.acc: 94.0788, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0546, loss: 1.1684 2024-03-09 20:02:54,125 - mmdet - INFO - Epoch [5][1250/7330] lr: 1.342e-05, eta: 3 days, 20:28:08, time: 1.497, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1792, s0.acc: 93.8660, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2507, s1.loss_cls: 0.0853, s1.acc: 93.9724, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1187, s2.loss_cls: 0.0420, s2.acc: 93.9680, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0549, loss: 1.1983 2024-03-09 20:04:04,823 - mmdet - INFO - Epoch [5][1300/7330] lr: 1.342e-05, eta: 3 days, 20:26:51, time: 1.414, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1848, s0.acc: 93.6934, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2594, s1.loss_cls: 0.0894, s1.acc: 93.7252, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1222, s2.loss_cls: 0.0440, s2.acc: 93.6714, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0565, loss: 1.2353 2024-03-09 20:05:21,949 - mmdet - INFO - Epoch [5][1350/7330] lr: 1.342e-05, eta: 3 days, 20:26:24, time: 1.543, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1802, s0.acc: 93.9048, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2580, s1.loss_cls: 0.0856, s1.acc: 94.0251, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1229, s2.loss_cls: 0.0428, s2.acc: 93.8679, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0572, loss: 1.2232 2024-03-09 20:06:37,501 - mmdet - INFO - Epoch [5][1400/7330] lr: 1.342e-05, eta: 3 days, 20:25:45, time: 1.511, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1739, s0.acc: 94.0793, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2494, s1.loss_cls: 0.0837, s1.acc: 94.1210, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1188, s2.loss_cls: 0.0414, s2.acc: 94.0747, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0554, loss: 1.1770 2024-03-09 20:07:51,265 - mmdet - INFO - Epoch [5][1450/7330] lr: 1.342e-05, eta: 3 days, 20:24:51, time: 1.475, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1658, s0.acc: 94.3992, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2460, s1.loss_cls: 0.0789, s1.acc: 94.4277, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1162, s2.loss_cls: 0.0394, s2.acc: 94.2557, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0542, loss: 1.1432 2024-03-09 20:09:02,743 - mmdet - INFO - Epoch [5][1500/7330] lr: 1.342e-05, eta: 3 days, 20:23:41, time: 1.430, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1731, s0.acc: 94.2205, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2480, s1.loss_cls: 0.0821, s1.acc: 94.4312, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1187, s2.loss_cls: 0.0402, s2.acc: 94.3977, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0555, loss: 1.1600 2024-03-09 20:10:17,680 - mmdet - INFO - Epoch [5][1550/7330] lr: 1.342e-05, eta: 3 days, 20:22:57, time: 1.499, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1760, s0.acc: 93.9373, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2508, s1.loss_cls: 0.0829, s1.acc: 94.1773, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1197, s2.loss_cls: 0.0414, s2.acc: 93.9762, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0561, loss: 1.1998 2024-03-09 20:11:28,231 - mmdet - INFO - Epoch [5][1600/7330] lr: 1.342e-05, eta: 3 days, 20:21:39, time: 1.411, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1791, s0.acc: 93.9868, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2504, s1.loss_cls: 0.0848, s1.acc: 94.1153, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1183, s2.loss_cls: 0.0409, s2.acc: 94.1600, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0549, loss: 1.1972 2024-03-09 20:12:41,593 - mmdet - INFO - Epoch [5][1650/7330] lr: 1.342e-05, eta: 3 days, 20:20:43, time: 1.467, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1716, s0.acc: 94.0869, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2558, s1.loss_cls: 0.0809, s1.acc: 94.2996, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1215, s2.loss_cls: 0.0401, s2.acc: 94.2289, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0566, loss: 1.1858 2024-03-09 20:13:52,912 - mmdet - INFO - Epoch [5][1700/7330] lr: 1.342e-05, eta: 3 days, 20:19:31, time: 1.427, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1676, s0.acc: 94.3491, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2526, s1.loss_cls: 0.0800, s1.acc: 94.4918, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1202, s2.loss_cls: 0.0386, s2.acc: 94.5424, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0556, loss: 1.1524 2024-03-09 20:15:05,636 - mmdet - INFO - Epoch [5][1750/7330] lr: 1.342e-05, eta: 3 days, 20:18:30, time: 1.454, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1811, s0.acc: 93.9285, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2562, s1.loss_cls: 0.0846, s1.acc: 94.1563, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1195, s2.loss_cls: 0.0413, s2.acc: 94.1427, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0556, loss: 1.2054 2024-03-09 20:16:18,875 - mmdet - INFO - Epoch [5][1800/7330] lr: 1.342e-05, eta: 3 days, 20:17:32, time: 1.465, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1857, s0.acc: 93.6970, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2546, s1.loss_cls: 0.0877, s1.acc: 93.8798, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1201, s2.loss_cls: 0.0433, s2.acc: 93.8423, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0549, loss: 1.2245 2024-03-09 20:17:31,259 - mmdet - INFO - Epoch [5][1850/7330] lr: 1.342e-05, eta: 3 days, 20:16:29, time: 1.448, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1727, s0.acc: 94.0608, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2571, s1.loss_cls: 0.0816, s1.acc: 94.3157, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1211, s2.loss_cls: 0.0402, s2.acc: 94.2577, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0561, loss: 1.1865 2024-03-09 20:18:44,805 - mmdet - INFO - Epoch [5][1900/7330] lr: 1.342e-05, eta: 3 days, 20:15:33, time: 1.471, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1802, s0.acc: 93.7976, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2479, s1.loss_cls: 0.0856, s1.acc: 93.9869, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1175, s2.loss_cls: 0.0426, s2.acc: 93.8471, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0543, loss: 1.2089 2024-03-09 20:20:01,473 - mmdet - INFO - Epoch [5][1950/7330] lr: 1.342e-05, eta: 3 days, 20:15:01, time: 1.533, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1806, s0.acc: 93.8860, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2571, s1.loss_cls: 0.0850, s1.acc: 94.0568, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1224, s2.loss_cls: 0.0423, s2.acc: 93.9416, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0569, loss: 1.2135 2024-03-09 20:21:14,020 - mmdet - INFO - Epoch [5][2000/7330] lr: 1.342e-05, eta: 3 days, 20:13:59, time: 1.451, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1825, s0.acc: 93.7546, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2585, s1.loss_cls: 0.0864, s1.acc: 93.9273, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1223, s2.loss_cls: 0.0426, s2.acc: 93.8843, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0568, loss: 1.2311 2024-03-09 20:22:23,653 - mmdet - INFO - Epoch [5][2050/7330] lr: 1.342e-05, eta: 3 days, 20:12:34, time: 1.393, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1787, s0.acc: 93.9822, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2521, s1.loss_cls: 0.0841, s1.acc: 94.2224, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1198, s2.loss_cls: 0.0413, s2.acc: 94.1171, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0558, loss: 1.1955 2024-03-09 20:23:36,394 - mmdet - INFO - Epoch [5][2100/7330] lr: 1.342e-05, eta: 3 days, 20:11:33, time: 1.455, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1843, s0.acc: 93.7393, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2563, s1.loss_cls: 0.0875, s1.acc: 93.9908, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1207, s2.loss_cls: 0.0428, s2.acc: 93.9559, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0561, loss: 1.2139 2024-03-09 20:24:52,456 - mmdet - INFO - Epoch [5][2150/7330] lr: 1.342e-05, eta: 3 days, 20:10:56, time: 1.521, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1823, s0.acc: 93.8191, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2563, s1.loss_cls: 0.0869, s1.acc: 93.9936, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1222, s2.loss_cls: 0.0427, s2.acc: 93.8421, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0568, loss: 1.2295 2024-03-09 20:26:06,836 - mmdet - INFO - Epoch [5][2200/7330] lr: 1.342e-05, eta: 3 days, 20:10:07, time: 1.488, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1829, s0.acc: 93.8210, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2571, s1.loss_cls: 0.0862, s1.acc: 94.0316, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1226, s2.loss_cls: 0.0420, s2.acc: 94.0115, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0573, loss: 1.2221 2024-03-09 20:27:16,923 - mmdet - INFO - Epoch [5][2250/7330] lr: 1.342e-05, eta: 3 days, 20:08:46, time: 1.402, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1835, s0.acc: 93.8379, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2471, s1.loss_cls: 0.0864, s1.acc: 94.1118, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1172, s2.loss_cls: 0.0427, s2.acc: 93.9978, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0542, loss: 1.1939 2024-03-09 20:28:31,148 - mmdet - INFO - Epoch [5][2300/7330] lr: 1.342e-05, eta: 3 days, 20:07:55, time: 1.484, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1870, s0.acc: 93.6860, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2525, s1.loss_cls: 0.0885, s1.acc: 93.9330, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1205, s2.loss_cls: 0.0442, s2.acc: 93.7527, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0561, loss: 1.2298 2024-03-09 20:29:45,558 - mmdet - INFO - Epoch [5][2350/7330] lr: 1.342e-05, eta: 3 days, 20:07:06, time: 1.488, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.1953, s0.acc: 93.4717, s0.loss_bbox: 0.2617, s0.loss_mask: 0.2615, s1.loss_cls: 0.0918, s1.acc: 93.7590, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1243, s2.loss_cls: 0.0448, s2.acc: 93.6522, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0579, loss: 1.2730 2024-03-09 20:30:58,633 - mmdet - INFO - Epoch [5][2400/7330] lr: 1.342e-05, eta: 3 days, 20:06:06, time: 1.461, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1939, s0.acc: 93.4529, s0.loss_bbox: 0.2629, s0.loss_mask: 0.2580, s1.loss_cls: 0.0906, s1.acc: 93.6680, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1238, s2.loss_cls: 0.0441, s2.acc: 93.6571, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0569, loss: 1.2596 2024-03-09 20:32:08,796 - mmdet - INFO - Epoch [5][2450/7330] lr: 1.342e-05, eta: 3 days, 20:04:46, time: 1.403, data_time: 0.115, memory: 17966, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1910, s0.acc: 93.5659, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2518, s1.loss_cls: 0.0904, s1.acc: 93.7739, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1202, s2.loss_cls: 0.0443, s2.acc: 93.6743, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0559, loss: 1.2251 2024-03-09 20:33:20,857 - mmdet - INFO - Epoch [5][2500/7330] lr: 1.342e-05, eta: 3 days, 20:03:39, time: 1.441, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1880, s0.acc: 93.6619, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2595, s1.loss_cls: 0.0894, s1.acc: 93.7016, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1229, s2.loss_cls: 0.0436, s2.acc: 93.6935, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0567, loss: 1.2356 2024-03-09 20:34:35,221 - mmdet - INFO - Epoch [5][2550/7330] lr: 1.342e-05, eta: 3 days, 20:02:49, time: 1.488, data_time: 0.219, memory: 17966, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1869, s0.acc: 93.6599, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2547, s1.loss_cls: 0.0875, s1.acc: 93.9435, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1211, s2.loss_cls: 0.0431, s2.acc: 93.8651, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0557, loss: 1.2280 2024-03-09 20:35:43,458 - mmdet - INFO - Epoch [5][2600/7330] lr: 1.342e-05, eta: 3 days, 20:01:15, time: 1.365, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1753, s0.acc: 93.9438, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2517, s1.loss_cls: 0.0851, s1.acc: 94.0257, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1190, s2.loss_cls: 0.0421, s2.acc: 93.9301, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0551, loss: 1.1905 2024-03-09 20:36:56,514 - mmdet - INFO - Epoch [5][2650/7330] lr: 1.342e-05, eta: 3 days, 20:00:15, time: 1.461, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1781, s0.acc: 93.9609, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2522, s1.loss_cls: 0.0848, s1.acc: 94.0597, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1197, s2.loss_cls: 0.0420, s2.acc: 93.9257, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0562, loss: 1.1905 2024-03-09 20:38:10,862 - mmdet - INFO - Epoch [5][2700/7330] lr: 1.342e-05, eta: 3 days, 19:59:25, time: 1.487, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1779, s0.acc: 94.0205, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2445, s1.loss_cls: 0.0846, s1.acc: 94.1510, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1166, s2.loss_cls: 0.0415, s2.acc: 94.0727, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0544, loss: 1.1741 2024-03-09 20:39:20,779 - mmdet - INFO - Epoch [5][2750/7330] lr: 1.342e-05, eta: 3 days, 19:58:03, time: 1.398, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1826, s0.acc: 93.8438, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2523, s1.loss_cls: 0.0867, s1.acc: 93.9306, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1187, s2.loss_cls: 0.0425, s2.acc: 93.9930, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0546, loss: 1.1939 2024-03-09 20:40:32,141 - mmdet - INFO - Epoch [5][2800/7330] lr: 1.342e-05, eta: 3 days, 19:56:51, time: 1.427, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1786, s0.acc: 93.9753, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2549, s1.loss_cls: 0.0848, s1.acc: 94.0951, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1219, s2.loss_cls: 0.0414, s2.acc: 94.0490, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0567, loss: 1.1987 2024-03-09 20:41:41,968 - mmdet - INFO - Epoch [5][2850/7330] lr: 1.342e-05, eta: 3 days, 19:55:28, time: 1.397, data_time: 0.114, memory: 17966, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1788, s0.acc: 93.9810, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2464, s1.loss_cls: 0.0855, s1.acc: 94.0388, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1178, s2.loss_cls: 0.0420, s2.acc: 93.9857, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0545, loss: 1.1695 2024-03-09 20:42:51,995 - mmdet - INFO - Epoch [5][2900/7330] lr: 1.342e-05, eta: 3 days, 19:54:07, time: 1.400, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1639, s0.acc: 94.4746, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2471, s1.loss_cls: 0.0777, s1.acc: 94.6060, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1174, s2.loss_cls: 0.0388, s2.acc: 94.4440, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0551, loss: 1.1330 2024-03-09 20:44:01,676 - mmdet - INFO - Epoch [5][2950/7330] lr: 1.342e-05, eta: 3 days, 19:52:43, time: 1.394, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1637, s0.acc: 94.4280, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2547, s1.loss_cls: 0.0777, s1.acc: 94.4434, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1197, s2.loss_cls: 0.0381, s2.acc: 94.3357, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0559, loss: 1.1385 2024-03-09 20:45:18,509 - mmdet - INFO - Epoch [5][3000/7330] lr: 1.342e-05, eta: 3 days, 19:52:11, time: 1.536, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1792, s0.acc: 93.9109, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2487, s1.loss_cls: 0.0862, s1.acc: 94.0237, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1189, s2.loss_cls: 0.0426, s2.acc: 93.9985, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0554, loss: 1.1962 2024-03-09 20:46:33,195 - mmdet - INFO - Epoch [5][3050/7330] lr: 1.342e-05, eta: 3 days, 19:51:23, time: 1.494, data_time: 0.119, memory: 17966, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1701, s0.acc: 94.1843, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2474, s1.loss_cls: 0.0809, s1.acc: 94.2706, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1166, s2.loss_cls: 0.0398, s2.acc: 94.1340, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0542, loss: 1.1601 2024-03-09 20:47:41,888 - mmdet - INFO - Epoch [5][3100/7330] lr: 1.342e-05, eta: 3 days, 19:49:52, time: 1.374, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1850, s0.acc: 93.7407, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2548, s1.loss_cls: 0.0894, s1.acc: 93.7128, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1215, s2.loss_cls: 0.0448, s2.acc: 93.5536, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0568, loss: 1.2258 2024-03-09 20:48:52,520 - mmdet - INFO - Epoch [5][3150/7330] lr: 1.342e-05, eta: 3 days, 19:48:35, time: 1.413, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1851, s0.acc: 93.7913, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2613, s1.loss_cls: 0.0884, s1.acc: 93.9526, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1233, s2.loss_cls: 0.0437, s2.acc: 93.7549, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0572, loss: 1.2259 2024-03-09 20:50:03,041 - mmdet - INFO - Epoch [5][3200/7330] lr: 1.342e-05, eta: 3 days, 19:47:17, time: 1.410, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1790, s0.acc: 94.0295, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2570, s1.loss_cls: 0.0852, s1.acc: 94.2146, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1209, s2.loss_cls: 0.0418, s2.acc: 94.1203, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0560, loss: 1.1888 2024-03-09 20:51:12,595 - mmdet - INFO - Epoch [5][3250/7330] lr: 1.342e-05, eta: 3 days, 19:45:52, time: 1.391, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1834, s0.acc: 93.9038, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2528, s1.loss_cls: 0.0871, s1.acc: 94.1480, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1208, s2.loss_cls: 0.0431, s2.acc: 94.0011, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0564, loss: 1.2015 2024-03-09 20:52:25,899 - mmdet - INFO - Epoch [5][3300/7330] lr: 1.342e-05, eta: 3 days, 19:44:54, time: 1.466, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1869, s0.acc: 93.7727, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2513, s1.loss_cls: 0.0886, s1.acc: 93.9398, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1187, s2.loss_cls: 0.0436, s2.acc: 93.8853, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0554, loss: 1.2038 2024-03-09 20:53:37,680 - mmdet - INFO - Epoch [5][3350/7330] lr: 1.342e-05, eta: 3 days, 19:43:46, time: 1.436, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1821, s0.acc: 93.8010, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2517, s1.loss_cls: 0.0871, s1.acc: 93.8633, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1209, s2.loss_cls: 0.0429, s2.acc: 93.7803, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0562, loss: 1.2012 2024-03-09 20:54:48,465 - mmdet - INFO - Epoch [5][3400/7330] lr: 1.342e-05, eta: 3 days, 19:42:30, time: 1.416, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1980, s0.acc: 93.4070, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2605, s1.loss_cls: 0.0954, s1.acc: 93.4075, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1236, s2.loss_cls: 0.0470, s2.acc: 93.3850, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0580, loss: 1.2740 2024-03-09 20:56:00,407 - mmdet - INFO - Epoch [5][3450/7330] lr: 1.342e-05, eta: 3 days, 19:41:22, time: 1.439, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1872, s0.acc: 93.6912, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2589, s1.loss_cls: 0.0908, s1.acc: 93.6567, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1210, s2.loss_cls: 0.0448, s2.acc: 93.6540, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0559, loss: 1.2315 2024-03-09 20:57:11,148 - mmdet - INFO - Epoch [5][3500/7330] lr: 1.342e-05, eta: 3 days, 19:40:06, time: 1.415, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1825, s0.acc: 93.8372, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2498, s1.loss_cls: 0.0871, s1.acc: 94.0176, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1180, s2.loss_cls: 0.0424, s2.acc: 93.9184, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0549, loss: 1.1981 2024-03-09 20:58:19,836 - mmdet - INFO - Epoch [5][3550/7330] lr: 1.342e-05, eta: 3 days, 19:38:35, time: 1.374, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1875, s0.acc: 93.7336, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2557, s1.loss_cls: 0.0890, s1.acc: 93.9601, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1211, s2.loss_cls: 0.0438, s2.acc: 93.8143, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0562, loss: 1.2230 2024-03-09 20:59:29,756 - mmdet - INFO - Epoch [5][3600/7330] lr: 1.342e-05, eta: 3 days, 19:37:14, time: 1.398, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1848, s0.acc: 93.7744, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2515, s1.loss_cls: 0.0884, s1.acc: 93.8563, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1192, s2.loss_cls: 0.0436, s2.acc: 93.7593, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0554, loss: 1.2154 2024-03-09 21:00:42,012 - mmdet - INFO - Epoch [5][3650/7330] lr: 1.342e-05, eta: 3 days, 19:36:08, time: 1.445, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1861, s0.acc: 93.6462, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2478, s1.loss_cls: 0.0874, s1.acc: 93.9080, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1172, s2.loss_cls: 0.0434, s2.acc: 93.8892, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0548, loss: 1.2210 2024-03-09 21:01:50,821 - mmdet - INFO - Epoch [5][3700/7330] lr: 1.342e-05, eta: 3 days, 19:34:39, time: 1.376, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1828, s0.acc: 93.8301, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2541, s1.loss_cls: 0.0868, s1.acc: 93.9982, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1200, s2.loss_cls: 0.0424, s2.acc: 93.9870, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0555, loss: 1.2158 2024-03-09 21:03:01,642 - mmdet - INFO - Epoch [5][3750/7330] lr: 1.342e-05, eta: 3 days, 19:33:23, time: 1.416, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1845, s0.acc: 93.7590, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2516, s1.loss_cls: 0.0879, s1.acc: 93.9003, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1180, s2.loss_cls: 0.0435, s2.acc: 93.8123, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0545, loss: 1.2096 2024-03-09 21:04:20,266 - mmdet - INFO - Epoch [5][3800/7330] lr: 1.342e-05, eta: 3 days, 19:33:02, time: 1.572, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1880, s0.acc: 93.6318, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2530, s1.loss_cls: 0.0889, s1.acc: 93.8417, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1210, s2.loss_cls: 0.0433, s2.acc: 93.9033, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0566, loss: 1.2271 2024-03-09 21:05:34,467 - mmdet - INFO - Epoch [5][3850/7330] lr: 1.342e-05, eta: 3 days, 19:32:10, time: 1.484, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.1959, s0.acc: 93.4207, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2621, s1.loss_cls: 0.0933, s1.acc: 93.6248, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1251, s2.loss_cls: 0.0457, s2.acc: 93.6608, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0583, loss: 1.2664 2024-03-09 21:06:48,091 - mmdet - INFO - Epoch [5][3900/7330] lr: 1.342e-05, eta: 3 days, 19:31:14, time: 1.472, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.1904, s0.acc: 93.6975, s0.loss_bbox: 0.2500, s0.loss_mask: 0.2545, s1.loss_cls: 0.0900, s1.acc: 93.9142, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1203, s2.loss_cls: 0.0438, s2.acc: 93.8511, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0559, loss: 1.2368 2024-03-09 21:08:04,488 - mmdet - INFO - Epoch [5][3950/7330] lr: 1.342e-05, eta: 3 days, 19:30:37, time: 1.528, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1853, s0.acc: 93.7737, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2558, s1.loss_cls: 0.0869, s1.acc: 94.0452, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1220, s2.loss_cls: 0.0426, s2.acc: 94.0400, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0567, loss: 1.2265 2024-03-09 21:09:20,197 - mmdet - INFO - Epoch [5][4000/7330] lr: 1.342e-05, eta: 3 days, 19:29:55, time: 1.514, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.1871, s0.acc: 93.6414, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2496, s1.loss_cls: 0.0879, s1.acc: 93.9525, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1183, s2.loss_cls: 0.0433, s2.acc: 93.8266, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0555, loss: 1.2159 2024-03-09 21:10:34,152 - mmdet - INFO - Epoch [5][4050/7330] lr: 1.342e-05, eta: 3 days, 19:29:01, time: 1.479, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1812, s0.acc: 93.9006, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2453, s1.loss_cls: 0.0876, s1.acc: 94.0236, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1158, s2.loss_cls: 0.0428, s2.acc: 93.9002, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0537, loss: 1.1893 2024-03-09 21:11:52,485 - mmdet - INFO - Epoch [5][4100/7330] lr: 1.342e-05, eta: 3 days, 19:28:37, time: 1.567, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1807, s0.acc: 93.9277, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2559, s1.loss_cls: 0.0853, s1.acc: 94.1474, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1218, s2.loss_cls: 0.0420, s2.acc: 94.0554, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0569, loss: 1.2125 2024-03-09 21:13:06,169 - mmdet - INFO - Epoch [5][4150/7330] lr: 1.342e-05, eta: 3 days, 19:27:41, time: 1.474, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1906, s0.acc: 93.6375, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2631, s1.loss_cls: 0.0901, s1.acc: 93.7509, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1254, s2.loss_cls: 0.0447, s2.acc: 93.5907, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0580, loss: 1.2489 2024-03-09 21:14:15,099 - mmdet - INFO - Epoch [5][4200/7330] lr: 1.342e-05, eta: 3 days, 19:26:12, time: 1.379, data_time: 0.105, memory: 17966, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1904, s0.acc: 93.7280, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2580, s1.loss_cls: 0.0919, s1.acc: 93.7960, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1225, s2.loss_cls: 0.0450, s2.acc: 93.8297, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0564, loss: 1.2246 2024-03-09 21:15:29,499 - mmdet - INFO - Epoch [5][4250/7330] lr: 1.342e-05, eta: 3 days, 19:25:21, time: 1.488, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1905, s0.acc: 93.6516, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2522, s1.loss_cls: 0.0897, s1.acc: 93.8446, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1207, s2.loss_cls: 0.0434, s2.acc: 93.9093, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0563, loss: 1.2223 2024-03-09 21:16:44,755 - mmdet - INFO - Epoch [5][4300/7330] lr: 1.342e-05, eta: 3 days, 19:24:36, time: 1.505, data_time: 0.202, memory: 17966, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1914, s0.acc: 93.6694, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2610, s1.loss_cls: 0.0910, s1.acc: 93.8642, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1231, s2.loss_cls: 0.0447, s2.acc: 93.8359, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0573, loss: 1.2436 2024-03-09 21:17:49,996 - mmdet - INFO - Epoch [5][4350/7330] lr: 1.342e-05, eta: 3 days, 19:22:42, time: 1.305, data_time: 0.114, memory: 17966, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1909, s0.acc: 93.5996, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2559, s1.loss_cls: 0.0902, s1.acc: 93.8382, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1214, s2.loss_cls: 0.0438, s2.acc: 93.8307, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0570, loss: 1.2275 2024-03-09 21:19:00,153 - mmdet - INFO - Epoch [5][4400/7330] lr: 1.342e-05, eta: 3 days, 19:21:22, time: 1.403, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1905, s0.acc: 93.5920, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2547, s1.loss_cls: 0.0907, s1.acc: 93.6860, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1211, s2.loss_cls: 0.0448, s2.acc: 93.6078, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0557, loss: 1.2336 2024-03-09 21:20:09,635 - mmdet - INFO - Epoch [5][4450/7330] lr: 1.342e-05, eta: 3 days, 19:19:57, time: 1.390, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1724, s0.acc: 94.1638, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2489, s1.loss_cls: 0.0831, s1.acc: 94.2326, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1189, s2.loss_cls: 0.0410, s2.acc: 94.1252, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0552, loss: 1.1592 2024-03-09 21:21:20,134 - mmdet - INFO - Epoch [5][4500/7330] lr: 1.342e-05, eta: 3 days, 19:18:39, time: 1.410, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1787, s0.acc: 93.8704, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2537, s1.loss_cls: 0.0857, s1.acc: 93.9717, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1202, s2.loss_cls: 0.0419, s2.acc: 93.8832, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0561, loss: 1.2143 2024-03-09 21:22:32,883 - mmdet - INFO - Epoch [5][4550/7330] lr: 1.342e-05, eta: 3 days, 19:17:36, time: 1.455, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1761, s0.acc: 94.0100, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2623, s1.loss_cls: 0.0856, s1.acc: 94.0285, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1233, s2.loss_cls: 0.0415, s2.acc: 94.0403, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0568, loss: 1.1992 2024-03-09 21:23:44,220 - mmdet - INFO - Epoch [5][4600/7330] lr: 1.342e-05, eta: 3 days, 19:16:24, time: 1.427, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1869, s0.acc: 93.6216, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2512, s1.loss_cls: 0.0890, s1.acc: 93.7434, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1198, s2.loss_cls: 0.0440, s2.acc: 93.6799, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0556, loss: 1.2226 2024-03-09 21:24:57,318 - mmdet - INFO - Epoch [5][4650/7330] lr: 1.342e-05, eta: 3 days, 19:15:24, time: 1.462, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2011, s0.acc: 93.3560, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2545, s1.loss_cls: 0.0953, s1.acc: 93.5359, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1205, s2.loss_cls: 0.0465, s2.acc: 93.4381, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0555, loss: 1.2589 2024-03-09 21:26:09,966 - mmdet - INFO - Epoch [5][4700/7330] lr: 1.342e-05, eta: 3 days, 19:14:20, time: 1.453, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1926, s0.acc: 93.4944, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2559, s1.loss_cls: 0.0912, s1.acc: 93.6995, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1210, s2.loss_cls: 0.0448, s2.acc: 93.6295, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0560, loss: 1.2395 2024-03-09 21:27:20,384 - mmdet - INFO - Epoch [5][4750/7330] lr: 1.342e-05, eta: 3 days, 19:13:02, time: 1.408, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1751, s0.acc: 94.0693, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2463, s1.loss_cls: 0.0821, s1.acc: 94.3821, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1174, s2.loss_cls: 0.0403, s2.acc: 94.3285, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0548, loss: 1.1662 2024-03-09 21:28:36,079 - mmdet - INFO - Epoch [5][4800/7330] lr: 1.342e-05, eta: 3 days, 19:12:19, time: 1.514, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1752, s0.acc: 94.0210, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2527, s1.loss_cls: 0.0823, s1.acc: 94.1677, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1185, s2.loss_cls: 0.0403, s2.acc: 94.1024, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0549, loss: 1.1806 2024-03-09 21:29:50,079 - mmdet - INFO - Epoch [5][4850/7330] lr: 1.342e-05, eta: 3 days, 19:11:25, time: 1.480, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.1887, s0.acc: 93.6750, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2572, s1.loss_cls: 0.0896, s1.acc: 93.8901, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1206, s2.loss_cls: 0.0446, s2.acc: 93.7018, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0557, loss: 1.2329 2024-03-09 21:31:05,761 - mmdet - INFO - Epoch [5][4900/7330] lr: 1.342e-05, eta: 3 days, 19:10:42, time: 1.513, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1926, s0.acc: 93.5647, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2546, s1.loss_cls: 0.0926, s1.acc: 93.6584, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1212, s2.loss_cls: 0.0452, s2.acc: 93.6488, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0562, loss: 1.2504 2024-03-09 21:32:21,849 - mmdet - INFO - Epoch [5][4950/7330] lr: 1.342e-05, eta: 3 days, 19:10:01, time: 1.522, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1851, s0.acc: 93.7432, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2541, s1.loss_cls: 0.0899, s1.acc: 93.7323, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1205, s2.loss_cls: 0.0443, s2.acc: 93.6697, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0563, loss: 1.2318 2024-03-09 21:33:31,832 - mmdet - INFO - Epoch [5][5000/7330] lr: 1.342e-05, eta: 3 days, 19:08:40, time: 1.400, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1777, s0.acc: 93.9749, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2511, s1.loss_cls: 0.0856, s1.acc: 94.0862, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1186, s2.loss_cls: 0.0417, s2.acc: 94.0187, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0556, loss: 1.1860 2024-03-09 21:34:47,505 - mmdet - INFO - Epoch [5][5050/7330] lr: 1.342e-05, eta: 3 days, 19:07:57, time: 1.513, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1713, s0.acc: 94.1394, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2453, s1.loss_cls: 0.0836, s1.acc: 94.0944, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1152, s2.loss_cls: 0.0410, s2.acc: 94.0699, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0529, loss: 1.1491 2024-03-09 21:35:55,340 - mmdet - INFO - Epoch [5][5100/7330] lr: 1.342e-05, eta: 3 days, 19:06:21, time: 1.357, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1783, s0.acc: 94.0894, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2556, s1.loss_cls: 0.0859, s1.acc: 94.1396, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1205, s2.loss_cls: 0.0418, s2.acc: 94.0536, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0563, loss: 1.1844 2024-03-09 21:37:05,851 - mmdet - INFO - Epoch [5][5150/7330] lr: 1.342e-05, eta: 3 days, 19:05:03, time: 1.410, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1805, s0.acc: 93.8940, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2538, s1.loss_cls: 0.0861, s1.acc: 93.9870, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1197, s2.loss_cls: 0.0419, s2.acc: 94.0304, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0558, loss: 1.2092 2024-03-09 21:38:17,646 - mmdet - INFO - Epoch [5][5200/7330] lr: 1.342e-05, eta: 3 days, 19:03:54, time: 1.436, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1772, s0.acc: 94.0249, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2513, s1.loss_cls: 0.0859, s1.acc: 93.9643, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1178, s2.loss_cls: 0.0424, s2.acc: 93.8309, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0546, loss: 1.1874 2024-03-09 21:39:29,674 - mmdet - INFO - Epoch [5][5250/7330] lr: 1.342e-05, eta: 3 days, 19:02:46, time: 1.440, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1733, s0.acc: 94.2258, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2412, s1.loss_cls: 0.0852, s1.acc: 94.1781, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1144, s2.loss_cls: 0.0421, s2.acc: 94.1802, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0535, loss: 1.1497 2024-03-09 21:40:45,438 - mmdet - INFO - Epoch [5][5300/7330] lr: 1.342e-05, eta: 3 days, 19:02:03, time: 1.515, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1878, s0.acc: 93.5076, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2527, s1.loss_cls: 0.0910, s1.acc: 93.6126, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1197, s2.loss_cls: 0.0451, s2.acc: 93.4441, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0556, loss: 1.2363 2024-03-09 21:41:56,711 - mmdet - INFO - Epoch [5][5350/7330] lr: 1.342e-05, eta: 3 days, 19:00:50, time: 1.425, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1916, s0.acc: 93.5562, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2553, s1.loss_cls: 0.0917, s1.acc: 93.7193, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1210, s2.loss_cls: 0.0443, s2.acc: 93.8484, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0561, loss: 1.2389 2024-03-09 21:43:09,743 - mmdet - INFO - Epoch [5][5400/7330] lr: 1.342e-05, eta: 3 days, 18:59:49, time: 1.461, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1911, s0.acc: 93.5188, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2611, s1.loss_cls: 0.0922, s1.acc: 93.5878, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1238, s2.loss_cls: 0.0451, s2.acc: 93.6015, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0573, loss: 1.2468 2024-03-09 21:44:18,772 - mmdet - INFO - Epoch [5][5450/7330] lr: 1.342e-05, eta: 3 days, 18:58:21, time: 1.381, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1719, s0.acc: 94.1428, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2520, s1.loss_cls: 0.0841, s1.acc: 94.0486, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1196, s2.loss_cls: 0.0411, s2.acc: 93.9382, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0557, loss: 1.1726 2024-03-09 21:45:33,360 - mmdet - INFO - Epoch [5][5500/7330] lr: 1.342e-05, eta: 3 days, 18:57:30, time: 1.492, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1743, s0.acc: 94.0120, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2503, s1.loss_cls: 0.0840, s1.acc: 94.1978, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1199, s2.loss_cls: 0.0417, s2.acc: 94.0018, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0558, loss: 1.1747 2024-03-09 21:46:46,338 - mmdet - INFO - Epoch [5][5550/7330] lr: 1.342e-05, eta: 3 days, 18:56:29, time: 1.460, data_time: 0.098, memory: 17966, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1797, s0.acc: 93.9214, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2500, s1.loss_cls: 0.0857, s1.acc: 94.0483, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1193, s2.loss_cls: 0.0422, s2.acc: 93.9285, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0556, loss: 1.1898 2024-03-09 21:47:58,341 - mmdet - INFO - Epoch [5][5600/7330] lr: 1.342e-05, eta: 3 days, 18:55:21, time: 1.440, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1644, s0.acc: 94.4629, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2527, s1.loss_cls: 0.0787, s1.acc: 94.5053, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1206, s2.loss_cls: 0.0389, s2.acc: 94.4231, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0562, loss: 1.1364 2024-03-09 21:49:06,829 - mmdet - INFO - Epoch [5][5650/7330] lr: 1.342e-05, eta: 3 days, 18:53:49, time: 1.369, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1678, s0.acc: 94.4133, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2506, s1.loss_cls: 0.0796, s1.acc: 94.5848, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1191, s2.loss_cls: 0.0391, s2.acc: 94.5090, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0550, loss: 1.1481 2024-03-09 21:50:18,959 - mmdet - INFO - Epoch [5][5700/7330] lr: 1.342e-05, eta: 3 days, 18:52:42, time: 1.443, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1643, s0.acc: 94.4651, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2418, s1.loss_cls: 0.0788, s1.acc: 94.6169, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1149, s2.loss_cls: 0.0388, s2.acc: 94.5058, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0533, loss: 1.1176 2024-03-09 21:51:30,413 - mmdet - INFO - Epoch [5][5750/7330] lr: 1.342e-05, eta: 3 days, 18:51:31, time: 1.429, data_time: 0.109, memory: 17966, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1699, s0.acc: 94.2356, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2520, s1.loss_cls: 0.0814, s1.acc: 94.3190, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1199, s2.loss_cls: 0.0405, s2.acc: 94.1794, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0558, loss: 1.1587 2024-03-09 21:52:41,839 - mmdet - INFO - Epoch [5][5800/7330] lr: 1.342e-05, eta: 3 days, 18:50:19, time: 1.428, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1759, s0.acc: 94.0779, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2515, s1.loss_cls: 0.0839, s1.acc: 94.1313, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1177, s2.loss_cls: 0.0414, s2.acc: 94.0477, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0548, loss: 1.1773 2024-03-09 21:53:51,556 - mmdet - INFO - Epoch [5][5850/7330] lr: 1.342e-05, eta: 3 days, 18:48:56, time: 1.394, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1755, s0.acc: 94.0991, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2510, s1.loss_cls: 0.0832, s1.acc: 94.2077, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1191, s2.loss_cls: 0.0406, s2.acc: 94.2088, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0557, loss: 1.1665 2024-03-09 21:55:01,560 - mmdet - INFO - Epoch [5][5900/7330] lr: 1.342e-05, eta: 3 days, 18:47:35, time: 1.400, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1790, s0.acc: 93.9407, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2536, s1.loss_cls: 0.0846, s1.acc: 94.0767, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1208, s2.loss_cls: 0.0413, s2.acc: 94.0268, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0559, loss: 1.2013 2024-03-09 21:56:10,802 - mmdet - INFO - Epoch [5][5950/7330] lr: 1.342e-05, eta: 3 days, 18:46:09, time: 1.385, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1751, s0.acc: 94.0574, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2508, s1.loss_cls: 0.0836, s1.acc: 94.0855, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1186, s2.loss_cls: 0.0411, s2.acc: 94.1167, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0548, loss: 1.1693 2024-03-09 21:57:22,445 - mmdet - INFO - Epoch [5][6000/7330] lr: 1.342e-05, eta: 3 days, 18:44:59, time: 1.433, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1790, s0.acc: 94.0640, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2564, s1.loss_cls: 0.0853, s1.acc: 94.1866, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1213, s2.loss_cls: 0.0420, s2.acc: 94.1324, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0559, loss: 1.1928 2024-03-09 21:58:36,283 - mmdet - INFO - Epoch [5][6050/7330] lr: 1.342e-05, eta: 3 days, 18:44:03, time: 1.477, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1655, s0.acc: 94.4426, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2430, s1.loss_cls: 0.0795, s1.acc: 94.5725, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1159, s2.loss_cls: 0.0397, s2.acc: 94.4102, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0542, loss: 1.1326 2024-03-09 21:59:46,976 - mmdet - INFO - Epoch [5][6100/7330] lr: 1.342e-05, eta: 3 days, 18:42:46, time: 1.414, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1748, s0.acc: 94.1814, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2525, s1.loss_cls: 0.0822, s1.acc: 94.4111, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1188, s2.loss_cls: 0.0404, s2.acc: 94.4866, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0549, loss: 1.1603 2024-03-09 22:00:57,034 - mmdet - INFO - Epoch [5][6150/7330] lr: 1.342e-05, eta: 3 days, 18:41:25, time: 1.401, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1661, s0.acc: 94.3247, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2474, s1.loss_cls: 0.0796, s1.acc: 94.4036, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1190, s2.loss_cls: 0.0395, s2.acc: 94.2142, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0556, loss: 1.1545 2024-03-09 22:02:06,469 - mmdet - INFO - Epoch [5][6200/7330] lr: 1.342e-05, eta: 3 days, 18:40:01, time: 1.388, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1762, s0.acc: 94.1245, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2521, s1.loss_cls: 0.0832, s1.acc: 94.2781, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1199, s2.loss_cls: 0.0412, s2.acc: 94.2145, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0562, loss: 1.1867 2024-03-09 22:03:14,594 - mmdet - INFO - Epoch [5][6250/7330] lr: 1.342e-05, eta: 3 days, 18:38:28, time: 1.363, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1695, s0.acc: 94.2988, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2501, s1.loss_cls: 0.0790, s1.acc: 94.4825, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1191, s2.loss_cls: 0.0390, s2.acc: 94.4570, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0557, loss: 1.1579 2024-03-09 22:04:25,849 - mmdet - INFO - Epoch [5][6300/7330] lr: 1.342e-05, eta: 3 days, 18:37:15, time: 1.425, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1792, s0.acc: 94.0547, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2516, s1.loss_cls: 0.0847, s1.acc: 94.2651, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1188, s2.loss_cls: 0.0414, s2.acc: 94.1992, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0554, loss: 1.1879 2024-03-09 22:05:37,942 - mmdet - INFO - Epoch [5][6350/7330] lr: 1.342e-05, eta: 3 days, 18:36:08, time: 1.442, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1730, s0.acc: 94.1663, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2486, s1.loss_cls: 0.0830, s1.acc: 94.3181, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1172, s2.loss_cls: 0.0408, s2.acc: 94.2309, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0540, loss: 1.1566 2024-03-09 22:06:49,755 - mmdet - INFO - Epoch [5][6400/7330] lr: 1.342e-05, eta: 3 days, 18:34:59, time: 1.436, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1749, s0.acc: 94.0144, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2467, s1.loss_cls: 0.0833, s1.acc: 94.1190, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1166, s2.loss_cls: 0.0410, s2.acc: 94.0459, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0547, loss: 1.1682 2024-03-09 22:08:00,980 - mmdet - INFO - Epoch [5][6450/7330] lr: 1.342e-05, eta: 3 days, 18:33:46, time: 1.425, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1706, s0.acc: 94.1345, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2488, s1.loss_cls: 0.0816, s1.acc: 94.3046, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1184, s2.loss_cls: 0.0402, s2.acc: 94.2722, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0547, loss: 1.1560 2024-03-09 22:09:14,363 - mmdet - INFO - Epoch [5][6500/7330] lr: 1.342e-05, eta: 3 days, 18:32:46, time: 1.468, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1782, s0.acc: 93.9619, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2502, s1.loss_cls: 0.0859, s1.acc: 94.0173, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1175, s2.loss_cls: 0.0426, s2.acc: 93.9184, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0547, loss: 1.1878 2024-03-09 22:10:23,462 - mmdet - INFO - Epoch [5][6550/7330] lr: 1.342e-05, eta: 3 days, 18:31:20, time: 1.382, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1802, s0.acc: 94.0269, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2542, s1.loss_cls: 0.0848, s1.acc: 94.2759, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1212, s2.loss_cls: 0.0421, s2.acc: 94.1206, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0563, loss: 1.2018 2024-03-09 22:11:36,757 - mmdet - INFO - Epoch [5][6600/7330] lr: 1.342e-05, eta: 3 days, 18:30:20, time: 1.466, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1688, s0.acc: 94.2280, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2450, s1.loss_cls: 0.0801, s1.acc: 94.4017, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1173, s2.loss_cls: 0.0400, s2.acc: 94.2785, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0548, loss: 1.1519 2024-03-09 22:12:49,665 - mmdet - INFO - Epoch [5][6650/7330] lr: 1.342e-05, eta: 3 days, 18:29:18, time: 1.458, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1785, s0.acc: 93.9443, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2555, s1.loss_cls: 0.0854, s1.acc: 94.1080, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1217, s2.loss_cls: 0.0422, s2.acc: 94.0061, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0560, loss: 1.2022 2024-03-09 22:14:02,256 - mmdet - INFO - Epoch [5][6700/7330] lr: 1.342e-05, eta: 3 days, 18:28:13, time: 1.452, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1795, s0.acc: 93.9634, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2505, s1.loss_cls: 0.0847, s1.acc: 94.0710, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1192, s2.loss_cls: 0.0415, s2.acc: 93.9798, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0550, loss: 1.1938 2024-03-09 22:15:15,476 - mmdet - INFO - Epoch [5][6750/7330] lr: 1.342e-05, eta: 3 days, 18:27:13, time: 1.464, data_time: 0.237, memory: 17966, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1672, s0.acc: 94.3472, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2502, s1.loss_cls: 0.0798, s1.acc: 94.3956, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1186, s2.loss_cls: 0.0397, s2.acc: 94.3040, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0551, loss: 1.1498 2024-03-09 22:16:29,932 - mmdet - INFO - Epoch [5][6800/7330] lr: 1.342e-05, eta: 3 days, 18:26:20, time: 1.489, data_time: 0.230, memory: 17966, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1695, s0.acc: 94.1504, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2492, s1.loss_cls: 0.0824, s1.acc: 94.1602, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1190, s2.loss_cls: 0.0410, s2.acc: 93.9805, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0548, loss: 1.1658 2024-03-09 22:17:40,951 - mmdet - INFO - Epoch [5][6850/7330] lr: 1.342e-05, eta: 3 days, 18:25:06, time: 1.420, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1705, s0.acc: 94.2295, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2519, s1.loss_cls: 0.0814, s1.acc: 94.3362, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1189, s2.loss_cls: 0.0403, s2.acc: 94.2586, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0549, loss: 1.1690 2024-03-09 22:18:51,551 - mmdet - INFO - Epoch [5][6900/7330] lr: 1.342e-05, eta: 3 days, 18:23:49, time: 1.412, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1759, s0.acc: 94.0920, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2500, s1.loss_cls: 0.0841, s1.acc: 94.1906, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1184, s2.loss_cls: 0.0413, s2.acc: 94.1215, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0548, loss: 1.1686 2024-03-09 22:20:02,339 - mmdet - INFO - Epoch [5][6950/7330] lr: 1.342e-05, eta: 3 days, 18:22:33, time: 1.416, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1738, s0.acc: 94.1028, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2486, s1.loss_cls: 0.0822, s1.acc: 94.2306, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1187, s2.loss_cls: 0.0407, s2.acc: 94.0686, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0549, loss: 1.1720 2024-03-09 22:21:14,299 - mmdet - INFO - Epoch [5][7000/7330] lr: 1.342e-05, eta: 3 days, 18:21:25, time: 1.439, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1919, s0.acc: 93.5276, s0.loss_bbox: 0.2552, s0.loss_mask: 0.2572, s1.loss_cls: 0.0908, s1.acc: 93.7739, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1215, s2.loss_cls: 0.0440, s2.acc: 93.7542, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0562, loss: 1.2436 2024-03-09 22:22:28,018 - mmdet - INFO - Epoch [5][7050/7330] lr: 1.342e-05, eta: 3 days, 18:20:27, time: 1.474, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1809, s0.acc: 93.9312, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2555, s1.loss_cls: 0.0846, s1.acc: 94.2642, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1214, s2.loss_cls: 0.0416, s2.acc: 94.2119, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0564, loss: 1.2059 2024-03-09 22:23:43,104 - mmdet - INFO - Epoch [5][7100/7330] lr: 1.342e-05, eta: 3 days, 18:19:38, time: 1.502, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.1797, s0.acc: 93.9048, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2556, s1.loss_cls: 0.0850, s1.acc: 94.1571, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1219, s2.loss_cls: 0.0419, s2.acc: 94.1657, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0575, loss: 1.2075 2024-03-09 22:24:59,027 - mmdet - INFO - Epoch [5][7150/7330] lr: 1.342e-05, eta: 3 days, 18:18:55, time: 1.518, data_time: 0.201, memory: 17966, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1809, s0.acc: 93.9272, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2479, s1.loss_cls: 0.0856, s1.acc: 94.1426, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1172, s2.loss_cls: 0.0421, s2.acc: 94.0166, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0549, loss: 1.1856 2024-03-09 22:26:08,094 - mmdet - INFO - Epoch [5][7200/7330] lr: 1.342e-05, eta: 3 days, 18:17:28, time: 1.381, data_time: 0.114, memory: 17966, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1766, s0.acc: 94.0239, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2498, s1.loss_cls: 0.0831, s1.acc: 94.2780, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1189, s2.loss_cls: 0.0408, s2.acc: 94.3009, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0556, loss: 1.1801 2024-03-09 22:27:18,775 - mmdet - INFO - Epoch [5][7250/7330] lr: 1.342e-05, eta: 3 days, 18:16:12, time: 1.414, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1764, s0.acc: 94.1226, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2503, s1.loss_cls: 0.0846, s1.acc: 94.3268, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1201, s2.loss_cls: 0.0414, s2.acc: 94.1937, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0555, loss: 1.1833 2024-03-09 22:28:36,861 - mmdet - INFO - Epoch [5][7300/7330] lr: 1.342e-05, eta: 3 days, 18:15:41, time: 1.562, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1818, s0.acc: 93.9019, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2524, s1.loss_cls: 0.0858, s1.acc: 94.0832, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1195, s2.loss_cls: 0.0422, s2.acc: 94.0297, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0559, loss: 1.2041 2024-03-09 22:29:14,603 - mmdet - INFO - Saving checkpoint at 5 epochs 2024-03-09 22:35:07,792 - mmdet - INFO - Evaluating bbox... 2024-03-09 22:35:45,831 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.440 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.623 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.480 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.255 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.481 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.586 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.584 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.584 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.584 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.387 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.627 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.736 2024-03-09 22:35:45,831 - mmdet - INFO - Evaluating segm... 2024-03-09 22:36:25,638 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.387 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.600 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.418 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.180 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.422 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.568 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.515 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.515 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.515 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.319 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.676 2024-03-09 22:36:26,269 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-09 22:36:26,269 - mmdet - INFO - Epoch(val) [5][1250] bbox_mAP: 0.4400, bbox_mAP_50: 0.6230, bbox_mAP_75: 0.4800, bbox_mAP_s: 0.2550, bbox_mAP_m: 0.4810, bbox_mAP_l: 0.5860, bbox_mAP_copypaste: 0.440 0.623 0.480 0.255 0.481 0.586, segm_mAP: 0.3870, segm_mAP_50: 0.6000, segm_mAP_75: 0.4180, segm_mAP_s: 0.1800, segm_mAP_m: 0.4220, segm_mAP_l: 0.5680, segm_mAP_copypaste: 0.387 0.600 0.418 0.180 0.422 0.568 2024-03-09 22:37:38,240 - mmdet - INFO - Epoch [6][50/7330] lr: 1.342e-05, eta: 3 days, 18:09:24, time: 1.438, data_time: 0.277, memory: 17966, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1799, s0.acc: 93.9175, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2488, s1.loss_cls: 0.0844, s1.acc: 94.2283, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1185, s2.loss_cls: 0.0418, s2.acc: 94.1058, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0552, loss: 1.2012 2024-03-09 22:38:51,820 - mmdet - INFO - Epoch [6][100/7330] lr: 1.342e-05, eta: 3 days, 18:08:26, time: 1.472, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1739, s0.acc: 94.0288, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2520, s1.loss_cls: 0.0819, s1.acc: 94.2150, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1192, s2.loss_cls: 0.0400, s2.acc: 94.1176, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0555, loss: 1.1902 2024-03-09 22:40:06,621 - mmdet - INFO - Epoch [6][150/7330] lr: 1.342e-05, eta: 3 days, 18:07:35, time: 1.496, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1767, s0.acc: 94.0371, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2460, s1.loss_cls: 0.0846, s1.acc: 94.1730, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1179, s2.loss_cls: 0.0421, s2.acc: 94.0595, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0551, loss: 1.1865 2024-03-09 22:41:14,151 - mmdet - INFO - Epoch [6][200/7330] lr: 1.342e-05, eta: 3 days, 18:05:59, time: 1.350, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1726, s0.acc: 94.0527, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2470, s1.loss_cls: 0.0824, s1.acc: 94.2853, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1172, s2.loss_cls: 0.0403, s2.acc: 94.2917, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0548, loss: 1.1633 2024-03-09 22:42:23,292 - mmdet - INFO - Epoch [6][250/7330] lr: 1.342e-05, eta: 3 days, 18:04:34, time: 1.383, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1855, s0.acc: 93.7417, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2495, s1.loss_cls: 0.0878, s1.acc: 93.9838, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1187, s2.loss_cls: 0.0434, s2.acc: 93.8810, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0555, loss: 1.2123 2024-03-09 22:43:35,510 - mmdet - INFO - Epoch [6][300/7330] lr: 1.342e-05, eta: 3 days, 18:03:27, time: 1.444, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1683, s0.acc: 94.2031, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2410, s1.loss_cls: 0.0784, s1.acc: 94.4843, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1146, s2.loss_cls: 0.0388, s2.acc: 94.3291, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0533, loss: 1.1401 2024-03-09 22:44:49,949 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-09 22:44:49,950 - mmdet - INFO - Epoch [6][350/7330] lr: 1.342e-05, eta: 3 days, 18:02:34, time: 1.489, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1796, s0.acc: 93.8467, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2585, s1.loss_cls: 0.0837, s1.acc: 94.1196, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1233, s2.loss_cls: 0.0412, s2.acc: 94.1096, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0575, loss: 1.2172 2024-03-09 22:45:58,494 - mmdet - INFO - Epoch [6][400/7330] lr: 1.342e-05, eta: 3 days, 18:01:05, time: 1.371, data_time: 0.113, memory: 17966, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1921, s0.acc: 93.5332, s0.loss_bbox: 0.2586, s0.loss_mask: 0.2599, s1.loss_cls: 0.0904, s1.acc: 93.7685, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1236, s2.loss_cls: 0.0441, s2.acc: 93.7459, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0576, loss: 1.2599 2024-03-09 22:47:11,365 - mmdet - INFO - Epoch [6][450/7330] lr: 1.342e-05, eta: 3 days, 18:00:02, time: 1.457, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1796, s0.acc: 93.9817, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2548, s1.loss_cls: 0.0854, s1.acc: 94.1838, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1214, s2.loss_cls: 0.0420, s2.acc: 94.0812, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0560, loss: 1.1987 2024-03-09 22:48:24,816 - mmdet - INFO - Epoch [6][500/7330] lr: 1.342e-05, eta: 3 days, 17:59:03, time: 1.469, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1765, s0.acc: 94.1035, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2512, s1.loss_cls: 0.0841, s1.acc: 94.3039, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1191, s2.loss_cls: 0.0409, s2.acc: 94.3006, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0554, loss: 1.1848 2024-03-09 22:49:37,503 - mmdet - INFO - Epoch [6][550/7330] lr: 1.342e-05, eta: 3 days, 17:57:59, time: 1.454, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1787, s0.acc: 93.9055, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2508, s1.loss_cls: 0.0842, s1.acc: 94.1035, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1195, s2.loss_cls: 0.0413, s2.acc: 94.0827, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0557, loss: 1.1983 2024-03-09 22:50:50,929 - mmdet - INFO - Epoch [6][600/7330] lr: 1.342e-05, eta: 3 days, 17:57:00, time: 1.468, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1707, s0.acc: 94.1699, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2471, s1.loss_cls: 0.0805, s1.acc: 94.3357, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1176, s2.loss_cls: 0.0396, s2.acc: 94.3511, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0543, loss: 1.1550 2024-03-09 22:52:04,106 - mmdet - INFO - Epoch [6][650/7330] lr: 1.342e-05, eta: 3 days, 17:55:59, time: 1.464, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.1799, s0.acc: 93.7844, s0.loss_bbox: 0.2558, s0.loss_mask: 0.2562, s1.loss_cls: 0.0834, s1.acc: 94.0777, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1206, s2.loss_cls: 0.0411, s2.acc: 94.0543, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0561, loss: 1.2227 2024-03-09 22:53:19,037 - mmdet - INFO - Epoch [6][700/7330] lr: 1.342e-05, eta: 3 days, 17:55:09, time: 1.499, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1790, s0.acc: 93.8198, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2568, s1.loss_cls: 0.0848, s1.acc: 94.0097, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1235, s2.loss_cls: 0.0421, s2.acc: 93.8563, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0580, loss: 1.2217 2024-03-09 22:54:29,841 - mmdet - INFO - Epoch [6][750/7330] lr: 1.342e-05, eta: 3 days, 17:53:53, time: 1.416, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1817, s0.acc: 93.8630, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2525, s1.loss_cls: 0.0846, s1.acc: 94.0893, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1202, s2.loss_cls: 0.0416, s2.acc: 94.0489, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0557, loss: 1.1952 2024-03-09 22:55:44,472 - mmdet - INFO - Epoch [6][800/7330] lr: 1.342e-05, eta: 3 days, 17:53:01, time: 1.493, data_time: 0.096, memory: 17966, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1770, s0.acc: 93.8733, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2500, s1.loss_cls: 0.0838, s1.acc: 94.1198, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1187, s2.loss_cls: 0.0412, s2.acc: 94.0445, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0553, loss: 1.1973 2024-03-09 22:56:56,616 - mmdet - INFO - Epoch [6][850/7330] lr: 1.342e-05, eta: 3 days, 17:51:54, time: 1.443, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1832, s0.acc: 93.7800, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2552, s1.loss_cls: 0.0870, s1.acc: 93.9597, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1218, s2.loss_cls: 0.0427, s2.acc: 93.8509, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0570, loss: 1.2184 2024-03-09 22:58:07,996 - mmdet - INFO - Epoch [6][900/7330] lr: 1.342e-05, eta: 3 days, 17:50:42, time: 1.428, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1818, s0.acc: 93.7632, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2454, s1.loss_cls: 0.0849, s1.acc: 93.9960, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1166, s2.loss_cls: 0.0423, s2.acc: 93.8526, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0540, loss: 1.1996 2024-03-09 22:59:21,949 - mmdet - INFO - Epoch [6][950/7330] lr: 1.342e-05, eta: 3 days, 17:49:46, time: 1.479, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1740, s0.acc: 94.0422, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2509, s1.loss_cls: 0.0814, s1.acc: 94.3223, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1201, s2.loss_cls: 0.0400, s2.acc: 94.2721, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0554, loss: 1.1786 2024-03-09 23:00:36,775 - mmdet - INFO - Epoch [6][1000/7330] lr: 1.342e-05, eta: 3 days, 17:48:54, time: 1.496, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1793, s0.acc: 93.7825, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2499, s1.loss_cls: 0.0856, s1.acc: 93.9199, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1186, s2.loss_cls: 0.0427, s2.acc: 93.7836, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0549, loss: 1.1988 2024-03-09 23:01:49,410 - mmdet - INFO - Epoch [6][1050/7330] lr: 1.342e-05, eta: 3 days, 17:47:50, time: 1.453, data_time: 0.240, memory: 17966, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1684, s0.acc: 94.2068, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2402, s1.loss_cls: 0.0813, s1.acc: 94.2929, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1153, s2.loss_cls: 0.0398, s2.acc: 94.1635, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0536, loss: 1.1463 2024-03-09 23:03:01,449 - mmdet - INFO - Epoch [6][1100/7330] lr: 1.342e-05, eta: 3 days, 17:46:42, time: 1.441, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1755, s0.acc: 93.9326, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2482, s1.loss_cls: 0.0853, s1.acc: 93.9200, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1182, s2.loss_cls: 0.0422, s2.acc: 93.8224, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0548, loss: 1.1888 2024-03-09 23:04:16,218 - mmdet - INFO - Epoch [6][1150/7330] lr: 1.342e-05, eta: 3 days, 17:45:50, time: 1.495, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1849, s0.acc: 93.7139, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2534, s1.loss_cls: 0.0883, s1.acc: 93.7883, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1209, s2.loss_cls: 0.0430, s2.acc: 93.7319, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0559, loss: 1.2220 2024-03-09 23:05:28,597 - mmdet - INFO - Epoch [6][1200/7330] lr: 1.342e-05, eta: 3 days, 17:44:44, time: 1.448, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1785, s0.acc: 93.9026, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2528, s1.loss_cls: 0.0847, s1.acc: 94.1091, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1194, s2.loss_cls: 0.0418, s2.acc: 93.9936, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0555, loss: 1.1988 2024-03-09 23:06:41,811 - mmdet - INFO - Epoch [6][1250/7330] lr: 1.342e-05, eta: 3 days, 17:43:43, time: 1.464, data_time: 0.118, memory: 17966, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1842, s0.acc: 93.7446, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2523, s1.loss_cls: 0.0872, s1.acc: 93.8748, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1207, s2.loss_cls: 0.0426, s2.acc: 93.7582, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0562, loss: 1.2114 2024-03-09 23:07:53,959 - mmdet - INFO - Epoch [6][1300/7330] lr: 1.342e-05, eta: 3 days, 17:42:36, time: 1.443, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1676, s0.acc: 94.1731, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2422, s1.loss_cls: 0.0790, s1.acc: 94.3367, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1150, s2.loss_cls: 0.0392, s2.acc: 94.2415, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0533, loss: 1.1491 2024-03-09 23:09:06,559 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-09 23:09:06,559 - mmdet - INFO - Epoch [6][1350/7330] lr: 1.342e-05, eta: 3 days, 17:41:31, time: 1.452, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1749, s0.acc: 94.0269, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2424, s1.loss_cls: 0.0835, s1.acc: 94.0859, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1166, s2.loss_cls: 0.0418, s2.acc: 93.9073, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0545, loss: 1.1786 2024-03-09 23:10:18,417 - mmdet - INFO - Epoch [6][1400/7330] lr: 1.342e-05, eta: 3 days, 17:40:22, time: 1.437, data_time: 0.204, memory: 17966, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1756, s0.acc: 94.0720, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2473, s1.loss_cls: 0.0833, s1.acc: 94.1900, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1174, s2.loss_cls: 0.0417, s2.acc: 94.0820, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0550, loss: 1.1791 2024-03-09 23:11:34,164 - mmdet - INFO - Epoch [6][1450/7330] lr: 1.342e-05, eta: 3 days, 17:39:36, time: 1.515, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1734, s0.acc: 94.1030, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2432, s1.loss_cls: 0.0828, s1.acc: 94.2503, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1158, s2.loss_cls: 0.0410, s2.acc: 94.0528, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0541, loss: 1.1650 2024-03-09 23:12:45,159 - mmdet - INFO - Epoch [6][1500/7330] lr: 1.342e-05, eta: 3 days, 17:38:21, time: 1.420, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1689, s0.acc: 94.1260, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2503, s1.loss_cls: 0.0789, s1.acc: 94.4018, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1183, s2.loss_cls: 0.0388, s2.acc: 94.3559, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0548, loss: 1.1585 2024-03-09 23:13:58,373 - mmdet - INFO - Epoch [6][1550/7330] lr: 1.342e-05, eta: 3 days, 17:37:20, time: 1.464, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1862, s0.acc: 93.7554, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2510, s1.loss_cls: 0.0888, s1.acc: 93.8869, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1189, s2.loss_cls: 0.0438, s2.acc: 93.8165, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0550, loss: 1.2041 2024-03-09 23:15:09,532 - mmdet - INFO - Epoch [6][1600/7330] lr: 1.342e-05, eta: 3 days, 17:36:07, time: 1.423, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1831, s0.acc: 93.7861, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2503, s1.loss_cls: 0.0877, s1.acc: 93.8452, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1184, s2.loss_cls: 0.0430, s2.acc: 93.8499, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0549, loss: 1.2041 2024-03-09 23:16:25,408 - mmdet - INFO - Epoch [6][1650/7330] lr: 1.342e-05, eta: 3 days, 17:35:21, time: 1.518, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1712, s0.acc: 94.1899, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2527, s1.loss_cls: 0.0822, s1.acc: 94.2721, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1195, s2.loss_cls: 0.0403, s2.acc: 94.2241, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0555, loss: 1.1714 2024-03-09 23:17:36,210 - mmdet - INFO - Epoch [6][1700/7330] lr: 1.342e-05, eta: 3 days, 17:34:05, time: 1.416, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1765, s0.acc: 93.9109, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2514, s1.loss_cls: 0.0837, s1.acc: 94.0660, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1193, s2.loss_cls: 0.0415, s2.acc: 93.9658, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0554, loss: 1.1996 2024-03-09 23:18:50,286 - mmdet - INFO - Epoch [6][1750/7330] lr: 1.342e-05, eta: 3 days, 17:33:09, time: 1.482, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1820, s0.acc: 93.8574, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2540, s1.loss_cls: 0.0862, s1.acc: 93.9610, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1195, s2.loss_cls: 0.0418, s2.acc: 93.9977, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0557, loss: 1.2064 2024-03-09 23:19:59,796 - mmdet - INFO - Epoch [6][1800/7330] lr: 1.342e-05, eta: 3 days, 17:31:46, time: 1.390, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1758, s0.acc: 94.0854, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2459, s1.loss_cls: 0.0833, s1.acc: 94.2775, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1175, s2.loss_cls: 0.0412, s2.acc: 94.1595, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0543, loss: 1.1728 2024-03-09 23:21:10,778 - mmdet - INFO - Epoch [6][1850/7330] lr: 1.342e-05, eta: 3 days, 17:30:32, time: 1.420, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1671, s0.acc: 94.2725, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2486, s1.loss_cls: 0.0805, s1.acc: 94.3696, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1185, s2.loss_cls: 0.0404, s2.acc: 94.1355, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0554, loss: 1.1501 2024-03-09 23:22:23,138 - mmdet - INFO - Epoch [6][1900/7330] lr: 1.342e-05, eta: 3 days, 17:29:25, time: 1.447, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1689, s0.acc: 94.3540, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2453, s1.loss_cls: 0.0808, s1.acc: 94.4541, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1163, s2.loss_cls: 0.0397, s2.acc: 94.3056, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0543, loss: 1.1529 2024-03-09 23:23:34,852 - mmdet - INFO - Epoch [6][1950/7330] lr: 1.342e-05, eta: 3 days, 17:28:15, time: 1.434, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1654, s0.acc: 94.3857, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2432, s1.loss_cls: 0.0797, s1.acc: 94.4046, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1152, s2.loss_cls: 0.0399, s2.acc: 94.3049, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0536, loss: 1.1302 2024-03-09 23:24:48,816 - mmdet - INFO - Epoch [6][2000/7330] lr: 1.342e-05, eta: 3 days, 17:27:18, time: 1.479, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1757, s0.acc: 93.9221, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2525, s1.loss_cls: 0.0834, s1.acc: 94.0875, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1196, s2.loss_cls: 0.0410, s2.acc: 93.9932, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0558, loss: 1.1895 2024-03-09 23:26:01,474 - mmdet - INFO - Epoch [6][2050/7330] lr: 1.342e-05, eta: 3 days, 17:26:13, time: 1.453, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1670, s0.acc: 94.2646, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2502, s1.loss_cls: 0.0796, s1.acc: 94.3913, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1184, s2.loss_cls: 0.0393, s2.acc: 94.2050, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0552, loss: 1.1501 2024-03-09 23:27:14,048 - mmdet - INFO - Epoch [6][2100/7330] lr: 1.342e-05, eta: 3 days, 17:25:08, time: 1.452, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1680, s0.acc: 94.2539, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2462, s1.loss_cls: 0.0809, s1.acc: 94.2652, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1163, s2.loss_cls: 0.0402, s2.acc: 94.1527, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0538, loss: 1.1553 2024-03-09 23:28:30,035 - mmdet - INFO - Epoch [6][2150/7330] lr: 1.342e-05, eta: 3 days, 17:24:23, time: 1.520, data_time: 0.240, memory: 17966, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1723, s0.acc: 94.0173, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2521, s1.loss_cls: 0.0838, s1.acc: 94.0851, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1191, s2.loss_cls: 0.0415, s2.acc: 94.0208, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0553, loss: 1.1888 2024-03-09 23:29:38,860 - mmdet - INFO - Epoch [6][2200/7330] lr: 1.342e-05, eta: 3 days, 17:22:56, time: 1.377, data_time: 0.116, memory: 17966, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1563, s0.acc: 94.7036, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2445, s1.loss_cls: 0.0740, s1.acc: 94.8689, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1156, s2.loss_cls: 0.0372, s2.acc: 94.7182, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0541, loss: 1.1010 2024-03-09 23:30:48,305 - mmdet - INFO - Epoch [6][2250/7330] lr: 1.342e-05, eta: 3 days, 17:21:32, time: 1.389, data_time: 0.216, memory: 17966, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1611, s0.acc: 94.5562, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2456, s1.loss_cls: 0.0765, s1.acc: 94.6863, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1154, s2.loss_cls: 0.0380, s2.acc: 94.6142, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0533, loss: 1.1232 2024-03-09 23:32:03,570 - mmdet - INFO - Epoch [6][2300/7330] lr: 1.342e-05, eta: 3 days, 17:20:43, time: 1.505, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1717, s0.acc: 94.0967, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2487, s1.loss_cls: 0.0807, s1.acc: 94.3797, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1185, s2.loss_cls: 0.0404, s2.acc: 94.2804, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0554, loss: 1.1802 2024-03-09 23:33:14,837 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-09 23:33:14,837 - mmdet - INFO - Epoch [6][2350/7330] lr: 1.342e-05, eta: 3 days, 17:19:30, time: 1.425, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1676, s0.acc: 94.3071, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2411, s1.loss_cls: 0.0792, s1.acc: 94.4759, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1149, s2.loss_cls: 0.0386, s2.acc: 94.4079, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0534, loss: 1.1387 2024-03-09 23:34:28,016 - mmdet - INFO - Epoch [6][2400/7330] lr: 1.342e-05, eta: 3 days, 17:18:28, time: 1.464, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1769, s0.acc: 93.8550, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2518, s1.loss_cls: 0.0845, s1.acc: 94.0181, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1200, s2.loss_cls: 0.0418, s2.acc: 93.9086, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0556, loss: 1.1996 2024-03-09 23:35:40,494 - mmdet - INFO - Epoch [6][2450/7330] lr: 1.342e-05, eta: 3 days, 17:17:22, time: 1.449, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1738, s0.acc: 94.0850, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2470, s1.loss_cls: 0.0835, s1.acc: 94.2137, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1184, s2.loss_cls: 0.0416, s2.acc: 94.0071, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0549, loss: 1.1709 2024-03-09 23:36:55,889 - mmdet - INFO - Epoch [6][2500/7330] lr: 1.342e-05, eta: 3 days, 17:16:33, time: 1.508, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1796, s0.acc: 93.9670, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2521, s1.loss_cls: 0.0853, s1.acc: 94.1111, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1186, s2.loss_cls: 0.0423, s2.acc: 94.0797, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0552, loss: 1.1925 2024-03-09 23:38:08,459 - mmdet - INFO - Epoch [6][2550/7330] lr: 1.342e-05, eta: 3 days, 17:15:27, time: 1.451, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1699, s0.acc: 94.2112, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2503, s1.loss_cls: 0.0815, s1.acc: 94.2743, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1187, s2.loss_cls: 0.0401, s2.acc: 94.2549, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0552, loss: 1.1587 2024-03-09 23:39:17,962 - mmdet - INFO - Epoch [6][2600/7330] lr: 1.342e-05, eta: 3 days, 17:14:04, time: 1.390, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1796, s0.acc: 94.0273, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2487, s1.loss_cls: 0.0855, s1.acc: 94.1277, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1182, s2.loss_cls: 0.0417, s2.acc: 94.0453, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0552, loss: 1.1822 2024-03-09 23:40:30,010 - mmdet - INFO - Epoch [6][2650/7330] lr: 1.342e-05, eta: 3 days, 17:12:56, time: 1.441, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1723, s0.acc: 94.2454, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2463, s1.loss_cls: 0.0822, s1.acc: 94.3882, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1167, s2.loss_cls: 0.0403, s2.acc: 94.3334, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0544, loss: 1.1502 2024-03-09 23:41:40,300 - mmdet - INFO - Epoch [6][2700/7330] lr: 1.342e-05, eta: 3 days, 17:11:38, time: 1.406, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1661, s0.acc: 94.2910, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2474, s1.loss_cls: 0.0792, s1.acc: 94.3750, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1189, s2.loss_cls: 0.0393, s2.acc: 94.3201, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0556, loss: 1.1501 2024-03-09 23:42:55,002 - mmdet - INFO - Epoch [6][2750/7330] lr: 1.342e-05, eta: 3 days, 17:10:44, time: 1.494, data_time: 0.217, memory: 17966, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1672, s0.acc: 94.3193, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2501, s1.loss_cls: 0.0802, s1.acc: 94.3387, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1176, s2.loss_cls: 0.0396, s2.acc: 94.2836, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0540, loss: 1.1486 2024-03-09 23:44:09,207 - mmdet - INFO - Epoch [6][2800/7330] lr: 1.342e-05, eta: 3 days, 17:09:48, time: 1.484, data_time: 0.204, memory: 17966, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1681, s0.acc: 94.2551, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2470, s1.loss_cls: 0.0810, s1.acc: 94.2958, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1168, s2.loss_cls: 0.0402, s2.acc: 94.2114, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0540, loss: 1.1427 2024-03-09 23:45:15,265 - mmdet - INFO - Epoch [6][2850/7330] lr: 1.342e-05, eta: 3 days, 17:08:06, time: 1.321, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1598, s0.acc: 94.5325, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2425, s1.loss_cls: 0.0775, s1.acc: 94.5641, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1160, s2.loss_cls: 0.0381, s2.acc: 94.4575, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0541, loss: 1.1139 2024-03-09 23:46:27,997 - mmdet - INFO - Epoch [6][2900/7330] lr: 1.342e-05, eta: 3 days, 17:07:01, time: 1.455, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1796, s0.acc: 93.9355, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2494, s1.loss_cls: 0.0867, s1.acc: 94.0152, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1195, s2.loss_cls: 0.0428, s2.acc: 93.9277, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0553, loss: 1.1920 2024-03-09 23:47:39,636 - mmdet - INFO - Epoch [6][2950/7330] lr: 1.342e-05, eta: 3 days, 17:05:50, time: 1.433, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1831, s0.acc: 93.7297, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2497, s1.loss_cls: 0.0866, s1.acc: 93.9232, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1213, s2.loss_cls: 0.0425, s2.acc: 93.8226, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0566, loss: 1.2137 2024-03-09 23:48:52,695 - mmdet - INFO - Epoch [6][3000/7330] lr: 1.342e-05, eta: 3 days, 17:04:48, time: 1.461, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1747, s0.acc: 94.0237, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2469, s1.loss_cls: 0.0812, s1.acc: 94.2845, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1185, s2.loss_cls: 0.0403, s2.acc: 94.1922, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0548, loss: 1.1730 2024-03-09 23:50:11,510 - mmdet - INFO - Epoch [6][3050/7330] lr: 1.342e-05, eta: 3 days, 17:04:17, time: 1.576, data_time: 0.221, memory: 17966, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1842, s0.acc: 93.8132, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2539, s1.loss_cls: 0.0857, s1.acc: 94.1415, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1213, s2.loss_cls: 0.0427, s2.acc: 93.9748, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0564, loss: 1.2127 2024-03-09 23:51:22,538 - mmdet - INFO - Epoch [6][3100/7330] lr: 1.342e-05, eta: 3 days, 17:03:03, time: 1.421, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1805, s0.acc: 93.9844, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2536, s1.loss_cls: 0.0844, s1.acc: 94.2874, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1196, s2.loss_cls: 0.0417, s2.acc: 94.1908, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0556, loss: 1.1933 2024-03-09 23:52:32,498 - mmdet - INFO - Epoch [6][3150/7330] lr: 1.342e-05, eta: 3 days, 17:01:43, time: 1.399, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1660, s0.acc: 94.2883, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2488, s1.loss_cls: 0.0786, s1.acc: 94.4856, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1184, s2.loss_cls: 0.0389, s2.acc: 94.4269, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0550, loss: 1.1559 2024-03-09 23:53:48,512 - mmdet - INFO - Epoch [6][3200/7330] lr: 1.342e-05, eta: 3 days, 17:00:57, time: 1.520, data_time: 0.226, memory: 17966, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1682, s0.acc: 94.2712, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2473, s1.loss_cls: 0.0803, s1.acc: 94.3806, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1183, s2.loss_cls: 0.0400, s2.acc: 94.3178, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0547, loss: 1.1562 2024-03-09 23:55:01,379 - mmdet - INFO - Epoch [6][3250/7330] lr: 1.342e-05, eta: 3 days, 16:59:53, time: 1.457, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1725, s0.acc: 94.0889, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2475, s1.loss_cls: 0.0813, s1.acc: 94.2979, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1184, s2.loss_cls: 0.0395, s2.acc: 94.2591, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0549, loss: 1.1724 2024-03-09 23:56:14,899 - mmdet - INFO - Epoch [6][3300/7330] lr: 1.342e-05, eta: 3 days, 16:58:52, time: 1.471, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1765, s0.acc: 94.0088, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2467, s1.loss_cls: 0.0844, s1.acc: 94.1171, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1184, s2.loss_cls: 0.0415, s2.acc: 94.0876, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0556, loss: 1.1777 2024-03-09 23:57:28,742 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-09 23:57:28,742 - mmdet - INFO - Epoch [6][3350/7330] lr: 1.342e-05, eta: 3 days, 16:57:54, time: 1.477, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1771, s0.acc: 94.0352, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2470, s1.loss_cls: 0.0827, s1.acc: 94.2917, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1194, s2.loss_cls: 0.0413, s2.acc: 94.1069, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0559, loss: 1.1819 2024-03-09 23:58:41,275 - mmdet - INFO - Epoch [6][3400/7330] lr: 1.342e-05, eta: 3 days, 16:56:48, time: 1.451, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1742, s0.acc: 94.1982, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2500, s1.loss_cls: 0.0825, s1.acc: 94.3042, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1200, s2.loss_cls: 0.0403, s2.acc: 94.2716, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0558, loss: 1.1882 2024-03-09 23:59:53,249 - mmdet - INFO - Epoch [6][3450/7330] lr: 1.342e-05, eta: 3 days, 16:55:39, time: 1.439, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1742, s0.acc: 94.1333, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2505, s1.loss_cls: 0.0818, s1.acc: 94.3599, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1181, s2.loss_cls: 0.0400, s2.acc: 94.3013, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0548, loss: 1.1592 2024-03-10 00:01:06,705 - mmdet - INFO - Epoch [6][3500/7330] lr: 1.342e-05, eta: 3 days, 16:54:38, time: 1.469, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1613, s0.acc: 94.4629, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2532, s1.loss_cls: 0.0756, s1.acc: 94.7085, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1204, s2.loss_cls: 0.0374, s2.acc: 94.6060, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0558, loss: 1.1476 2024-03-10 00:02:16,943 - mmdet - INFO - Epoch [6][3550/7330] lr: 1.342e-05, eta: 3 days, 16:53:19, time: 1.405, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1623, s0.acc: 94.3772, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2442, s1.loss_cls: 0.0770, s1.acc: 94.5402, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1154, s2.loss_cls: 0.0389, s2.acc: 94.3700, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0533, loss: 1.1311 2024-03-10 00:03:29,179 - mmdet - INFO - Epoch [6][3600/7330] lr: 1.342e-05, eta: 3 days, 16:52:12, time: 1.445, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1820, s0.acc: 93.9626, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2499, s1.loss_cls: 0.0859, s1.acc: 94.1830, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1190, s2.loss_cls: 0.0421, s2.acc: 94.1634, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0555, loss: 1.1882 2024-03-10 00:04:43,434 - mmdet - INFO - Epoch [6][3650/7330] lr: 1.342e-05, eta: 3 days, 16:51:15, time: 1.485, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1756, s0.acc: 94.1008, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2497, s1.loss_cls: 0.0842, s1.acc: 94.1755, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1179, s2.loss_cls: 0.0416, s2.acc: 94.1126, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0549, loss: 1.1759 2024-03-10 00:05:55,705 - mmdet - INFO - Epoch [6][3700/7330] lr: 1.342e-05, eta: 3 days, 16:50:08, time: 1.445, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1693, s0.acc: 94.2676, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2449, s1.loss_cls: 0.0810, s1.acc: 94.4211, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1165, s2.loss_cls: 0.0404, s2.acc: 94.2437, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0542, loss: 1.1417 2024-03-10 00:07:08,977 - mmdet - INFO - Epoch [6][3750/7330] lr: 1.342e-05, eta: 3 days, 16:49:06, time: 1.466, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1701, s0.acc: 94.1836, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2436, s1.loss_cls: 0.0813, s1.acc: 94.2540, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1160, s2.loss_cls: 0.0408, s2.acc: 94.0457, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0539, loss: 1.1514 2024-03-10 00:08:21,461 - mmdet - INFO - Epoch [6][3800/7330] lr: 1.342e-05, eta: 3 days, 16:47:59, time: 1.450, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1703, s0.acc: 94.2544, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2436, s1.loss_cls: 0.0807, s1.acc: 94.4533, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1161, s2.loss_cls: 0.0397, s2.acc: 94.4076, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0540, loss: 1.1435 2024-03-10 00:09:37,681 - mmdet - INFO - Epoch [6][3850/7330] lr: 1.342e-05, eta: 3 days, 16:47:14, time: 1.524, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1703, s0.acc: 94.2693, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2483, s1.loss_cls: 0.0805, s1.acc: 94.4067, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1174, s2.loss_cls: 0.0400, s2.acc: 94.3088, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0548, loss: 1.1570 2024-03-10 00:10:48,139 - mmdet - INFO - Epoch [6][3900/7330] lr: 1.342e-05, eta: 3 days, 16:45:56, time: 1.409, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1805, s0.acc: 93.9099, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2479, s1.loss_cls: 0.0864, s1.acc: 94.0419, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1172, s2.loss_cls: 0.0428, s2.acc: 93.9544, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0548, loss: 1.1780 2024-03-10 00:12:02,500 - mmdet - INFO - Epoch [6][3950/7330] lr: 1.342e-05, eta: 3 days, 16:45:00, time: 1.487, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1654, s0.acc: 94.2939, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2460, s1.loss_cls: 0.0801, s1.acc: 94.3300, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1161, s2.loss_cls: 0.0400, s2.acc: 94.0716, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0534, loss: 1.1502 2024-03-10 00:13:15,077 - mmdet - INFO - Epoch [6][4000/7330] lr: 1.342e-05, eta: 3 days, 16:43:54, time: 1.451, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1833, s0.acc: 93.7698, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2507, s1.loss_cls: 0.0885, s1.acc: 93.7731, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1194, s2.loss_cls: 0.0439, s2.acc: 93.7135, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0561, loss: 1.2056 2024-03-10 00:14:28,139 - mmdet - INFO - Epoch [6][4050/7330] lr: 1.342e-05, eta: 3 days, 16:42:51, time: 1.462, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1850, s0.acc: 93.7854, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2491, s1.loss_cls: 0.0882, s1.acc: 93.9658, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1180, s2.loss_cls: 0.0438, s2.acc: 93.8453, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0550, loss: 1.2118 2024-03-10 00:15:41,493 - mmdet - INFO - Epoch [6][4100/7330] lr: 1.342e-05, eta: 3 days, 16:41:49, time: 1.467, data_time: 0.202, memory: 17966, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1698, s0.acc: 94.1987, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2456, s1.loss_cls: 0.0802, s1.acc: 94.3137, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1167, s2.loss_cls: 0.0397, s2.acc: 94.2089, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0545, loss: 1.1536 2024-03-10 00:16:53,903 - mmdet - INFO - Epoch [6][4150/7330] lr: 1.342e-05, eta: 3 days, 16:40:42, time: 1.448, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1800, s0.acc: 93.9001, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2534, s1.loss_cls: 0.0865, s1.acc: 93.9477, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1207, s2.loss_cls: 0.0430, s2.acc: 93.7838, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0564, loss: 1.2089 2024-03-10 00:18:05,715 - mmdet - INFO - Epoch [6][4200/7330] lr: 1.342e-05, eta: 3 days, 16:39:32, time: 1.436, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1664, s0.acc: 94.3496, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2485, s1.loss_cls: 0.0792, s1.acc: 94.4807, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1174, s2.loss_cls: 0.0391, s2.acc: 94.3865, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0547, loss: 1.1434 2024-03-10 00:19:17,598 - mmdet - INFO - Epoch [6][4250/7330] lr: 1.342e-05, eta: 3 days, 16:38:23, time: 1.438, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1717, s0.acc: 94.2295, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2486, s1.loss_cls: 0.0814, s1.acc: 94.3371, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1184, s2.loss_cls: 0.0403, s2.acc: 94.1160, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0549, loss: 1.1638 2024-03-10 00:20:27,602 - mmdet - INFO - Epoch [6][4300/7330] lr: 1.342e-05, eta: 3 days, 16:37:03, time: 1.400, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1691, s0.acc: 94.2998, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2410, s1.loss_cls: 0.0822, s1.acc: 94.3037, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1140, s2.loss_cls: 0.0407, s2.acc: 94.1601, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0526, loss: 1.1412 2024-03-10 00:21:41,638 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-10 00:21:41,638 - mmdet - INFO - Epoch [6][4350/7330] lr: 1.342e-05, eta: 3 days, 16:36:04, time: 1.480, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1756, s0.acc: 94.0730, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2511, s1.loss_cls: 0.0846, s1.acc: 94.0889, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1191, s2.loss_cls: 0.0419, s2.acc: 94.0618, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0556, loss: 1.1735 2024-03-10 00:22:50,954 - mmdet - INFO - Epoch [6][4400/7330] lr: 1.342e-05, eta: 3 days, 16:34:41, time: 1.387, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1672, s0.acc: 94.2568, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2518, s1.loss_cls: 0.0791, s1.acc: 94.4567, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1189, s2.loss_cls: 0.0391, s2.acc: 94.4020, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0551, loss: 1.1542 2024-03-10 00:24:04,848 - mmdet - INFO - Epoch [6][4450/7330] lr: 1.342e-05, eta: 3 days, 16:33:42, time: 1.478, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1729, s0.acc: 94.1560, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2509, s1.loss_cls: 0.0827, s1.acc: 94.2638, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1200, s2.loss_cls: 0.0412, s2.acc: 94.0793, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0559, loss: 1.1893 2024-03-10 00:25:16,875 - mmdet - INFO - Epoch [6][4500/7330] lr: 1.342e-05, eta: 3 days, 16:32:33, time: 1.441, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1664, s0.acc: 94.3020, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2442, s1.loss_cls: 0.0789, s1.acc: 94.4716, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1160, s2.loss_cls: 0.0392, s2.acc: 94.3660, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0541, loss: 1.1425 2024-03-10 00:26:28,270 - mmdet - INFO - Epoch [6][4550/7330] lr: 1.342e-05, eta: 3 days, 16:31:20, time: 1.428, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1720, s0.acc: 94.1860, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2495, s1.loss_cls: 0.0816, s1.acc: 94.3090, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1173, s2.loss_cls: 0.0404, s2.acc: 94.2344, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0539, loss: 1.1629 2024-03-10 00:27:40,520 - mmdet - INFO - Epoch [6][4600/7330] lr: 1.342e-05, eta: 3 days, 16:30:13, time: 1.445, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1763, s0.acc: 93.8940, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2503, s1.loss_cls: 0.0832, s1.acc: 94.1174, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1205, s2.loss_cls: 0.0410, s2.acc: 93.9794, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0564, loss: 1.1887 2024-03-10 00:29:00,202 - mmdet - INFO - Epoch [6][4650/7330] lr: 1.342e-05, eta: 3 days, 16:29:45, time: 1.594, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1713, s0.acc: 94.1277, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2520, s1.loss_cls: 0.0809, s1.acc: 94.2906, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1183, s2.loss_cls: 0.0402, s2.acc: 94.1851, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0550, loss: 1.1692 2024-03-10 00:30:10,904 - mmdet - INFO - Epoch [6][4700/7330] lr: 1.342e-05, eta: 3 days, 16:28:29, time: 1.414, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1835, s0.acc: 93.8059, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2500, s1.loss_cls: 0.0858, s1.acc: 94.0540, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1189, s2.loss_cls: 0.0422, s2.acc: 94.1100, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0549, loss: 1.2086 2024-03-10 00:31:25,549 - mmdet - INFO - Epoch [6][4750/7330] lr: 1.342e-05, eta: 3 days, 16:27:34, time: 1.493, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1759, s0.acc: 93.9822, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2468, s1.loss_cls: 0.0833, s1.acc: 94.2347, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1181, s2.loss_cls: 0.0415, s2.acc: 94.0621, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0551, loss: 1.1841 2024-03-10 00:32:35,348 - mmdet - INFO - Epoch [6][4800/7330] lr: 1.342e-05, eta: 3 days, 16:26:13, time: 1.396, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1746, s0.acc: 94.0706, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2496, s1.loss_cls: 0.0834, s1.acc: 94.2668, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1182, s2.loss_cls: 0.0416, s2.acc: 94.1400, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0545, loss: 1.1721 2024-03-10 00:33:49,460 - mmdet - INFO - Epoch [6][4850/7330] lr: 1.342e-05, eta: 3 days, 16:25:15, time: 1.482, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1717, s0.acc: 94.1506, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2456, s1.loss_cls: 0.0807, s1.acc: 94.4202, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1176, s2.loss_cls: 0.0396, s2.acc: 94.2658, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0548, loss: 1.1583 2024-03-10 00:35:00,672 - mmdet - INFO - Epoch [6][4900/7330] lr: 1.342e-05, eta: 3 days, 16:24:01, time: 1.424, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1746, s0.acc: 93.9941, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2518, s1.loss_cls: 0.0827, s1.acc: 94.1284, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1201, s2.loss_cls: 0.0408, s2.acc: 94.0394, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0556, loss: 1.1928 2024-03-10 00:36:10,739 - mmdet - INFO - Epoch [6][4950/7330] lr: 1.342e-05, eta: 3 days, 16:22:42, time: 1.401, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1683, s0.acc: 94.3630, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2397, s1.loss_cls: 0.0789, s1.acc: 94.6323, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1164, s2.loss_cls: 0.0390, s2.acc: 94.4933, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0543, loss: 1.1307 2024-03-10 00:37:20,554 - mmdet - INFO - Epoch [6][5000/7330] lr: 1.342e-05, eta: 3 days, 16:21:21, time: 1.396, data_time: 0.105, memory: 17966, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1694, s0.acc: 94.1428, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2493, s1.loss_cls: 0.0804, s1.acc: 94.3268, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1191, s2.loss_cls: 0.0399, s2.acc: 94.3231, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0557, loss: 1.1676 2024-03-10 00:38:34,315 - mmdet - INFO - Epoch [6][5050/7330] lr: 1.342e-05, eta: 3 days, 16:20:21, time: 1.475, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1728, s0.acc: 94.1577, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2492, s1.loss_cls: 0.0813, s1.acc: 94.3293, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1193, s2.loss_cls: 0.0399, s2.acc: 94.2011, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0554, loss: 1.1652 2024-03-10 00:39:45,077 - mmdet - INFO - Epoch [6][5100/7330] lr: 1.342e-05, eta: 3 days, 16:19:05, time: 1.415, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1781, s0.acc: 93.9995, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2514, s1.loss_cls: 0.0858, s1.acc: 94.0731, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1195, s2.loss_cls: 0.0420, s2.acc: 93.9548, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0561, loss: 1.1897 2024-03-10 00:40:57,135 - mmdet - INFO - Epoch [6][5150/7330] lr: 1.342e-05, eta: 3 days, 16:17:56, time: 1.441, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1626, s0.acc: 94.4778, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2437, s1.loss_cls: 0.0776, s1.acc: 94.5781, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1168, s2.loss_cls: 0.0378, s2.acc: 94.5750, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0546, loss: 1.1206 2024-03-10 00:42:11,762 - mmdet - INFO - Epoch [6][5200/7330] lr: 1.342e-05, eta: 3 days, 16:17:01, time: 1.493, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1605, s0.acc: 94.4678, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2451, s1.loss_cls: 0.0782, s1.acc: 94.5245, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1176, s2.loss_cls: 0.0392, s2.acc: 94.2993, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0550, loss: 1.1370 2024-03-10 00:43:25,080 - mmdet - INFO - Epoch [6][5250/7330] lr: 1.342e-05, eta: 3 days, 16:15:58, time: 1.466, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1757, s0.acc: 93.9558, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2486, s1.loss_cls: 0.0841, s1.acc: 94.1082, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1194, s2.loss_cls: 0.0414, s2.acc: 94.0868, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0554, loss: 1.1932 2024-03-10 00:44:40,115 - mmdet - INFO - Epoch [6][5300/7330] lr: 1.342e-05, eta: 3 days, 16:15:05, time: 1.501, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1618, s0.acc: 94.5369, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2392, s1.loss_cls: 0.0768, s1.acc: 94.6826, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1152, s2.loss_cls: 0.0378, s2.acc: 94.5973, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0540, loss: 1.1143 2024-03-10 00:45:54,544 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-10 00:45:54,544 - mmdet - INFO - Epoch [6][5350/7330] lr: 1.342e-05, eta: 3 days, 16:14:09, time: 1.489, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1596, s0.acc: 94.5676, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2466, s1.loss_cls: 0.0771, s1.acc: 94.6310, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1181, s2.loss_cls: 0.0382, s2.acc: 94.5082, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0551, loss: 1.1289 2024-03-10 00:47:07,906 - mmdet - INFO - Epoch [6][5400/7330] lr: 1.342e-05, eta: 3 days, 16:13:06, time: 1.467, data_time: 0.111, memory: 17966, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1653, s0.acc: 94.4133, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2450, s1.loss_cls: 0.0791, s1.acc: 94.4330, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1177, s2.loss_cls: 0.0392, s2.acc: 94.3979, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0549, loss: 1.1409 2024-03-10 00:48:20,575 - mmdet - INFO - Epoch [6][5450/7330] lr: 1.342e-05, eta: 3 days, 16:12:00, time: 1.453, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1686, s0.acc: 94.3022, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2450, s1.loss_cls: 0.0806, s1.acc: 94.4189, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1163, s2.loss_cls: 0.0404, s2.acc: 94.2065, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0545, loss: 1.1474 2024-03-10 00:49:30,527 - mmdet - INFO - Epoch [6][5500/7330] lr: 1.342e-05, eta: 3 days, 16:10:40, time: 1.399, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1704, s0.acc: 94.1411, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2487, s1.loss_cls: 0.0823, s1.acc: 94.1985, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1187, s2.loss_cls: 0.0413, s2.acc: 94.0933, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0553, loss: 1.1763 2024-03-10 00:50:41,171 - mmdet - INFO - Epoch [6][5550/7330] lr: 1.342e-05, eta: 3 days, 16:09:24, time: 1.413, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1580, s0.acc: 94.6257, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2392, s1.loss_cls: 0.0767, s1.acc: 94.5511, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1133, s2.loss_cls: 0.0381, s2.acc: 94.4408, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0531, loss: 1.0998 2024-03-10 00:51:53,191 - mmdet - INFO - Epoch [6][5600/7330] lr: 1.342e-05, eta: 3 days, 16:08:14, time: 1.440, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1554, s0.acc: 94.5732, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2405, s1.loss_cls: 0.0742, s1.acc: 94.6821, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1166, s2.loss_cls: 0.0375, s2.acc: 94.5298, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0547, loss: 1.1127 2024-03-10 00:53:07,640 - mmdet - INFO - Epoch [6][5650/7330] lr: 1.342e-05, eta: 3 days, 16:07:18, time: 1.489, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1707, s0.acc: 94.1072, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2460, s1.loss_cls: 0.0813, s1.acc: 94.3160, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1170, s2.loss_cls: 0.0411, s2.acc: 94.1441, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1684 2024-03-10 00:54:18,079 - mmdet - INFO - Epoch [6][5700/7330] lr: 1.342e-05, eta: 3 days, 16:06:00, time: 1.409, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1523, s0.acc: 94.7664, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2375, s1.loss_cls: 0.0746, s1.acc: 94.7816, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1124, s2.loss_cls: 0.0371, s2.acc: 94.6994, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0525, loss: 1.0817 2024-03-10 00:55:26,895 - mmdet - INFO - Epoch [6][5750/7330] lr: 1.342e-05, eta: 3 days, 16:04:34, time: 1.376, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1669, s0.acc: 94.4395, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2415, s1.loss_cls: 0.0797, s1.acc: 94.5543, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1145, s2.loss_cls: 0.0394, s2.acc: 94.4423, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0541, loss: 1.1269 2024-03-10 00:56:37,149 - mmdet - INFO - Epoch [6][5800/7330] lr: 1.342e-05, eta: 3 days, 16:03:16, time: 1.405, data_time: 0.109, memory: 17966, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1717, s0.acc: 94.1052, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2518, s1.loss_cls: 0.0827, s1.acc: 94.0946, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1191, s2.loss_cls: 0.0407, s2.acc: 94.0685, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0551, loss: 1.1757 2024-03-10 00:57:51,756 - mmdet - INFO - Epoch [6][5850/7330] lr: 1.342e-05, eta: 3 days, 16:02:20, time: 1.492, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1875, s0.acc: 93.6787, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2557, s1.loss_cls: 0.0897, s1.acc: 93.7895, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1215, s2.loss_cls: 0.0442, s2.acc: 93.6887, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0560, loss: 1.2294 2024-03-10 00:59:07,698 - mmdet - INFO - Epoch [6][5900/7330] lr: 1.342e-05, eta: 3 days, 16:01:31, time: 1.519, data_time: 0.211, memory: 17966, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1772, s0.acc: 93.9729, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2481, s1.loss_cls: 0.0850, s1.acc: 94.1639, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1181, s2.loss_cls: 0.0417, s2.acc: 94.1684, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0552, loss: 1.1828 2024-03-10 01:00:23,564 - mmdet - INFO - Epoch [6][5950/7330] lr: 1.342e-05, eta: 3 days, 16:00:42, time: 1.517, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1836, s0.acc: 93.7793, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2549, s1.loss_cls: 0.0877, s1.acc: 93.9506, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1224, s2.loss_cls: 0.0431, s2.acc: 93.9282, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0571, loss: 1.2201 2024-03-10 01:01:37,620 - mmdet - INFO - Epoch [6][6000/7330] lr: 1.342e-05, eta: 3 days, 15:59:43, time: 1.481, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1824, s0.acc: 93.8523, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2591, s1.loss_cls: 0.0867, s1.acc: 94.0452, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1242, s2.loss_cls: 0.0426, s2.acc: 93.9546, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0577, loss: 1.2160 2024-03-10 01:02:49,568 - mmdet - INFO - Epoch [6][6050/7330] lr: 1.342e-05, eta: 3 days, 15:58:33, time: 1.439, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1802, s0.acc: 93.9385, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2468, s1.loss_cls: 0.0837, s1.acc: 94.1877, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1183, s2.loss_cls: 0.0415, s2.acc: 94.0865, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0549, loss: 1.1886 2024-03-10 01:03:59,940 - mmdet - INFO - Epoch [6][6100/7330] lr: 1.342e-05, eta: 3 days, 15:57:15, time: 1.407, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1923, s0.acc: 93.5730, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2492, s1.loss_cls: 0.0916, s1.acc: 93.7051, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1195, s2.loss_cls: 0.0445, s2.acc: 93.7732, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0555, loss: 1.2395 2024-03-10 01:05:08,954 - mmdet - INFO - Epoch [6][6150/7330] lr: 1.342e-05, eta: 3 days, 15:55:50, time: 1.380, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1935, s0.acc: 93.5361, s0.loss_bbox: 0.2590, s0.loss_mask: 0.2512, s1.loss_cls: 0.0903, s1.acc: 93.7598, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1212, s2.loss_cls: 0.0443, s2.acc: 93.6885, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0563, loss: 1.2489 2024-03-10 01:06:19,509 - mmdet - INFO - Epoch [6][6200/7330] lr: 1.342e-05, eta: 3 days, 15:54:33, time: 1.411, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1940, s0.acc: 93.5762, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2445, s1.loss_cls: 0.0913, s1.acc: 93.7507, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1169, s2.loss_cls: 0.0445, s2.acc: 93.8525, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0551, loss: 1.2173 2024-03-10 01:07:33,452 - mmdet - INFO - Epoch [6][6250/7330] lr: 1.342e-05, eta: 3 days, 15:53:34, time: 1.479, data_time: 0.114, memory: 17966, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1753, s0.acc: 94.1021, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2469, s1.loss_cls: 0.0825, s1.acc: 94.3362, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1182, s2.loss_cls: 0.0408, s2.acc: 94.3555, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0551, loss: 1.1682 2024-03-10 01:08:49,287 - mmdet - INFO - Epoch [6][6300/7330] lr: 1.342e-05, eta: 3 days, 15:52:44, time: 1.516, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1799, s0.acc: 93.9207, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2417, s1.loss_cls: 0.0852, s1.acc: 94.0280, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1143, s2.loss_cls: 0.0421, s2.acc: 93.8928, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0532, loss: 1.1723 2024-03-10 01:09:58,922 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-10 01:09:58,922 - mmdet - INFO - Epoch [6][6350/7330] lr: 1.342e-05, eta: 3 days, 15:51:22, time: 1.393, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1841, s0.acc: 93.7434, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2484, s1.loss_cls: 0.0878, s1.acc: 93.9412, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1183, s2.loss_cls: 0.0435, s2.acc: 93.7455, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0548, loss: 1.2115 2024-03-10 01:11:09,274 - mmdet - INFO - Epoch [6][6400/7330] lr: 1.342e-05, eta: 3 days, 15:50:04, time: 1.407, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1708, s0.acc: 94.1790, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2406, s1.loss_cls: 0.0807, s1.acc: 94.3130, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1160, s2.loss_cls: 0.0402, s2.acc: 94.1950, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0543, loss: 1.1431 2024-03-10 01:12:22,094 - mmdet - INFO - Epoch [6][6450/7330] lr: 1.342e-05, eta: 3 days, 15:48:59, time: 1.456, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1812, s0.acc: 93.8745, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2487, s1.loss_cls: 0.0869, s1.acc: 93.9806, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1179, s2.loss_cls: 0.0433, s2.acc: 93.9129, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0551, loss: 1.1922 2024-03-10 01:13:37,039 - mmdet - INFO - Epoch [6][6500/7330] lr: 1.342e-05, eta: 3 days, 15:48:04, time: 1.499, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1926, s0.acc: 93.4819, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2481, s1.loss_cls: 0.0927, s1.acc: 93.5406, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1183, s2.loss_cls: 0.0452, s2.acc: 93.5481, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0552, loss: 1.2333 2024-03-10 01:14:50,682 - mmdet - INFO - Epoch [6][6550/7330] lr: 1.342e-05, eta: 3 days, 15:47:03, time: 1.473, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1786, s0.acc: 94.0122, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2450, s1.loss_cls: 0.0844, s1.acc: 94.1985, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1165, s2.loss_cls: 0.0419, s2.acc: 94.0325, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0544, loss: 1.1752 2024-03-10 01:16:03,082 - mmdet - INFO - Epoch [6][6600/7330] lr: 1.342e-05, eta: 3 days, 15:45:56, time: 1.448, data_time: 0.208, memory: 17966, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1727, s0.acc: 94.0596, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2503, s1.loss_cls: 0.0830, s1.acc: 94.1860, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1189, s2.loss_cls: 0.0409, s2.acc: 94.2677, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0550, loss: 1.1788 2024-03-10 01:17:17,152 - mmdet - INFO - Epoch [6][6650/7330] lr: 1.342e-05, eta: 3 days, 15:44:57, time: 1.481, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.1900, s0.acc: 93.5908, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2569, s1.loss_cls: 0.0898, s1.acc: 93.7922, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1221, s2.loss_cls: 0.0435, s2.acc: 93.7927, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0563, loss: 1.2478 2024-03-10 01:18:26,301 - mmdet - INFO - Epoch [6][6700/7330] lr: 1.342e-05, eta: 3 days, 15:43:33, time: 1.383, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1912, s0.acc: 93.5696, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2490, s1.loss_cls: 0.0905, s1.acc: 93.7825, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1195, s2.loss_cls: 0.0445, s2.acc: 93.6922, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0553, loss: 1.2273 2024-03-10 01:19:42,864 - mmdet - INFO - Epoch [6][6750/7330] lr: 1.342e-05, eta: 3 days, 15:42:46, time: 1.531, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1862, s0.acc: 93.6724, s0.loss_bbox: 0.2536, s0.loss_mask: 0.2514, s1.loss_cls: 0.0889, s1.acc: 93.8085, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1190, s2.loss_cls: 0.0434, s2.acc: 93.7731, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0552, loss: 1.2317 2024-03-10 01:20:58,823 - mmdet - INFO - Epoch [6][6800/7330] lr: 1.342e-05, eta: 3 days, 15:41:57, time: 1.519, data_time: 0.215, memory: 17966, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1832, s0.acc: 93.8079, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2456, s1.loss_cls: 0.0882, s1.acc: 93.8728, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1181, s2.loss_cls: 0.0437, s2.acc: 93.7107, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0548, loss: 1.2012 2024-03-10 01:22:12,470 - mmdet - INFO - Epoch [6][6850/7330] lr: 1.342e-05, eta: 3 days, 15:40:55, time: 1.473, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1748, s0.acc: 94.1221, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2501, s1.loss_cls: 0.0843, s1.acc: 94.2651, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1185, s2.loss_cls: 0.0417, s2.acc: 94.0639, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0551, loss: 1.1672 2024-03-10 01:23:20,785 - mmdet - INFO - Epoch [6][6900/7330] lr: 1.342e-05, eta: 3 days, 15:39:27, time: 1.366, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1869, s0.acc: 93.6235, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2514, s1.loss_cls: 0.0905, s1.acc: 93.7083, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1202, s2.loss_cls: 0.0449, s2.acc: 93.5825, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0557, loss: 1.2190 2024-03-10 01:24:31,592 - mmdet - INFO - Epoch [6][6950/7330] lr: 1.342e-05, eta: 3 days, 15:38:11, time: 1.416, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1885, s0.acc: 93.6663, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2467, s1.loss_cls: 0.0880, s1.acc: 93.8062, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1186, s2.loss_cls: 0.0431, s2.acc: 93.7783, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0550, loss: 1.2121 2024-03-10 01:25:47,688 - mmdet - INFO - Epoch [6][7000/7330] lr: 1.342e-05, eta: 3 days, 15:37:22, time: 1.522, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1928, s0.acc: 93.5173, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2503, s1.loss_cls: 0.0916, s1.acc: 93.7230, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1195, s2.loss_cls: 0.0448, s2.acc: 93.7261, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0560, loss: 1.2294 2024-03-10 01:27:00,347 - mmdet - INFO - Epoch [6][7050/7330] lr: 1.342e-05, eta: 3 days, 15:36:16, time: 1.453, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1851, s0.acc: 93.6387, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2514, s1.loss_cls: 0.0877, s1.acc: 93.8158, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1196, s2.loss_cls: 0.0434, s2.acc: 93.6886, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0556, loss: 1.2261 2024-03-10 01:28:10,522 - mmdet - INFO - Epoch [6][7100/7330] lr: 1.342e-05, eta: 3 days, 15:34:57, time: 1.404, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1771, s0.acc: 93.9861, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2476, s1.loss_cls: 0.0835, s1.acc: 94.1886, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1190, s2.loss_cls: 0.0410, s2.acc: 94.1600, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0554, loss: 1.1877 2024-03-10 01:29:21,704 - mmdet - INFO - Epoch [6][7150/7330] lr: 1.342e-05, eta: 3 days, 15:33:43, time: 1.424, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1725, s0.acc: 94.1208, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2485, s1.loss_cls: 0.0833, s1.acc: 94.2812, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1193, s2.loss_cls: 0.0413, s2.acc: 94.1891, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0556, loss: 1.1660 2024-03-10 01:30:32,117 - mmdet - INFO - Epoch [6][7200/7330] lr: 1.342e-05, eta: 3 days, 15:32:26, time: 1.408, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1696, s0.acc: 94.1523, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2453, s1.loss_cls: 0.0810, s1.acc: 94.2359, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1176, s2.loss_cls: 0.0399, s2.acc: 94.1608, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0549, loss: 1.1543 2024-03-10 01:31:38,440 - mmdet - INFO - Epoch [6][7250/7330] lr: 1.342e-05, eta: 3 days, 15:30:48, time: 1.326, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1831, s0.acc: 93.7180, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2451, s1.loss_cls: 0.0872, s1.acc: 93.9422, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1170, s2.loss_cls: 0.0434, s2.acc: 93.8467, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0544, loss: 1.2036 2024-03-10 01:32:48,774 - mmdet - INFO - Epoch [6][7300/7330] lr: 1.342e-05, eta: 3 days, 15:29:30, time: 1.407, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1737, s0.acc: 94.1980, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2396, s1.loss_cls: 0.0834, s1.acc: 94.3527, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1140, s2.loss_cls: 0.0410, s2.acc: 94.1934, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0526, loss: 1.1352 2024-03-10 01:33:25,498 - mmdet - INFO - Saving checkpoint at 6 epochs 2024-03-10 01:39:19,716 - mmdet - INFO - Evaluating bbox... 2024-03-10 01:39:54,386 - 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 ] = 0.631 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.487 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.258 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 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.593 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 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.746 2024-03-10 01:39:54,387 - mmdet - INFO - Evaluating segm... 2024-03-10 01:40:38,280 - 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 ] = 0.607 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.421 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.184 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.425 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.579 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.518 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.518 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.518 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.323 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.559 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.685 2024-03-10 01:40:38,929 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-10 01:40:38,930 - mmdet - INFO - Epoch(val) [6][1250] bbox_mAP: 0.4470, bbox_mAP_50: 0.6310, bbox_mAP_75: 0.4870, bbox_mAP_s: 0.2580, bbox_mAP_m: 0.4890, bbox_mAP_l: 0.5960, bbox_mAP_copypaste: 0.447 0.631 0.487 0.258 0.489 0.596, segm_mAP: 0.3910, segm_mAP_50: 0.6070, segm_mAP_75: 0.4210, segm_mAP_s: 0.1840, segm_mAP_m: 0.4250, segm_mAP_l: 0.5790, segm_mAP_copypaste: 0.391 0.607 0.421 0.184 0.425 0.579 2024-03-10 01:41:57,010 - mmdet - INFO - Epoch [7][50/7330] lr: 1.342e-05, eta: 3 days, 15:24:32, time: 1.560, data_time: 0.258, memory: 17966, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1803, s0.acc: 93.8357, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2436, s1.loss_cls: 0.0870, s1.acc: 93.9138, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1166, s2.loss_cls: 0.0434, s2.acc: 93.7767, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0542, loss: 1.1928 2024-03-10 01:43:08,387 - mmdet - INFO - Epoch [7][100/7330] lr: 1.342e-05, eta: 3 days, 15:23:20, time: 1.428, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1808, s0.acc: 93.8318, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2398, s1.loss_cls: 0.0864, s1.acc: 94.0383, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1138, s2.loss_cls: 0.0431, s2.acc: 93.8688, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0531, loss: 1.1723 2024-03-10 01:44:25,660 - mmdet - INFO - Epoch [7][150/7330] lr: 1.342e-05, eta: 3 days, 15:22:37, time: 1.545, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1822, s0.acc: 93.7085, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2393, s1.loss_cls: 0.0868, s1.acc: 93.9347, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1144, s2.loss_cls: 0.0428, s2.acc: 93.8034, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0531, loss: 1.1847 2024-03-10 01:45:38,684 - mmdet - INFO - Epoch [7][200/7330] lr: 1.342e-05, eta: 3 days, 15:21:32, time: 1.460, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1705, s0.acc: 94.1658, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2465, s1.loss_cls: 0.0812, s1.acc: 94.3272, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1172, s2.loss_cls: 0.0405, s2.acc: 94.1972, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0549, loss: 1.1620 2024-03-10 01:46:54,591 - mmdet - INFO - Epoch [7][250/7330] lr: 1.342e-05, eta: 3 days, 15:20:42, time: 1.518, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1730, s0.acc: 94.1624, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2421, s1.loss_cls: 0.0822, s1.acc: 94.3038, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1146, s2.loss_cls: 0.0406, s2.acc: 94.1861, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0534, loss: 1.1545 2024-03-10 01:48:03,717 - mmdet - INFO - Epoch [7][300/7330] lr: 1.342e-05, eta: 3 days, 15:19:19, time: 1.383, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1717, s0.acc: 94.1458, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2487, s1.loss_cls: 0.0815, s1.acc: 94.3257, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1180, s2.loss_cls: 0.0405, s2.acc: 94.1731, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0554, loss: 1.1727 2024-03-10 01:49:15,841 - mmdet - INFO - Epoch [7][350/7330] lr: 1.342e-05, eta: 3 days, 15:18:10, time: 1.442, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1661, s0.acc: 94.3909, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2417, s1.loss_cls: 0.0793, s1.acc: 94.5112, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1159, s2.loss_cls: 0.0392, s2.acc: 94.3785, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0541, loss: 1.1242 2024-03-10 01:50:23,638 - mmdet - INFO - Epoch [7][400/7330] lr: 1.342e-05, eta: 3 days, 15:16:39, time: 1.356, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1648, s0.acc: 94.3242, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2451, s1.loss_cls: 0.0785, s1.acc: 94.4782, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1165, s2.loss_cls: 0.0391, s2.acc: 94.2739, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0543, loss: 1.1323 2024-03-10 01:51:37,478 - mmdet - INFO - Epoch [7][450/7330] lr: 1.342e-05, eta: 3 days, 15:15:39, time: 1.477, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1776, s0.acc: 93.9646, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2459, s1.loss_cls: 0.0832, s1.acc: 94.1929, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1181, s2.loss_cls: 0.0408, s2.acc: 94.1066, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0548, loss: 1.1837 2024-03-10 01:52:53,615 - mmdet - INFO - Epoch [7][500/7330] lr: 1.342e-05, eta: 3 days, 15:14:50, time: 1.523, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.1895, s0.acc: 93.5002, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2484, s1.loss_cls: 0.0907, s1.acc: 93.6277, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1176, s2.loss_cls: 0.0449, s2.acc: 93.6265, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0540, loss: 1.2296 2024-03-10 01:54:07,322 - mmdet - INFO - Epoch [7][550/7330] lr: 1.342e-05, eta: 3 days, 15:13:49, time: 1.474, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1842, s0.acc: 93.7607, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2536, s1.loss_cls: 0.0897, s1.acc: 93.7577, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1208, s2.loss_cls: 0.0443, s2.acc: 93.7310, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0557, loss: 1.2122 2024-03-10 01:55:22,055 - mmdet - INFO - Epoch [7][600/7330] lr: 1.342e-05, eta: 3 days, 15:12:53, time: 1.494, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1761, s0.acc: 94.0125, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2512, s1.loss_cls: 0.0829, s1.acc: 94.2942, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1199, s2.loss_cls: 0.0414, s2.acc: 94.1799, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0557, loss: 1.1879 2024-03-10 01:56:30,650 - mmdet - INFO - Epoch [7][650/7330] lr: 1.342e-05, eta: 3 days, 15:11:27, time: 1.372, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1676, s0.acc: 94.1880, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2422, s1.loss_cls: 0.0795, s1.acc: 94.3750, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1137, s2.loss_cls: 0.0395, s2.acc: 94.2623, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0531, loss: 1.1262 2024-03-10 01:57:43,100 - mmdet - INFO - Epoch [7][700/7330] lr: 1.342e-05, eta: 3 days, 15:10:19, time: 1.449, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1756, s0.acc: 94.0051, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2500, s1.loss_cls: 0.0833, s1.acc: 94.1816, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1195, s2.loss_cls: 0.0410, s2.acc: 94.0578, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0551, loss: 1.1850 2024-03-10 01:58:53,642 - mmdet - INFO - Epoch [7][750/7330] lr: 1.342e-05, eta: 3 days, 15:09:03, time: 1.411, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1805, s0.acc: 93.9014, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2513, s1.loss_cls: 0.0846, s1.acc: 94.0592, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1207, s2.loss_cls: 0.0416, s2.acc: 94.0383, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0565, loss: 1.2092 2024-03-10 02:00:05,923 - mmdet - INFO - Epoch [7][800/7330] lr: 1.342e-05, eta: 3 days, 15:07:54, time: 1.446, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1786, s0.acc: 94.0100, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2389, s1.loss_cls: 0.0836, s1.acc: 94.2593, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1141, s2.loss_cls: 0.0414, s2.acc: 94.1079, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0530, loss: 1.1590 2024-03-10 02:01:21,272 - mmdet - INFO - Epoch [7][850/7330] lr: 1.342e-05, eta: 3 days, 15:07:01, time: 1.507, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1828, s0.acc: 93.7905, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2521, s1.loss_cls: 0.0861, s1.acc: 94.0330, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1203, s2.loss_cls: 0.0419, s2.acc: 93.9936, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0559, loss: 1.2089 2024-03-10 02:02:35,557 - mmdet - INFO - Epoch [7][900/7330] lr: 1.342e-05, eta: 3 days, 15:06:03, time: 1.486, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1948, s0.acc: 93.3975, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2467, s1.loss_cls: 0.0923, s1.acc: 93.5981, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1195, s2.loss_cls: 0.0457, s2.acc: 93.4786, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0561, loss: 1.2468 2024-03-10 02:03:47,531 - mmdet - INFO - Epoch [7][950/7330] lr: 1.342e-05, eta: 3 days, 15:04:53, time: 1.439, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1834, s0.acc: 93.7339, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2455, s1.loss_cls: 0.0876, s1.acc: 93.7842, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1168, s2.loss_cls: 0.0435, s2.acc: 93.7821, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0539, loss: 1.2056 2024-03-10 02:05:00,481 - mmdet - INFO - Epoch [7][1000/7330] lr: 1.342e-05, eta: 3 days, 15:03:48, time: 1.459, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1861, s0.acc: 93.7239, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2527, s1.loss_cls: 0.0870, s1.acc: 93.9357, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1207, s2.loss_cls: 0.0430, s2.acc: 93.8388, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0563, loss: 1.2222 2024-03-10 02:06:11,496 - mmdet - INFO - Epoch [7][1050/7330] lr: 1.342e-05, eta: 3 days, 15:02:34, time: 1.420, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1828, s0.acc: 93.8252, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2447, s1.loss_cls: 0.0854, s1.acc: 93.9651, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1146, s2.loss_cls: 0.0420, s2.acc: 93.8675, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0533, loss: 1.1980 2024-03-10 02:07:22,798 - mmdet - INFO - Epoch [7][1100/7330] lr: 1.342e-05, eta: 3 days, 15:01:21, time: 1.426, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1875, s0.acc: 93.5403, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2452, s1.loss_cls: 0.0890, s1.acc: 93.7329, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1173, s2.loss_cls: 0.0441, s2.acc: 93.6658, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0546, loss: 1.2205 2024-03-10 02:08:35,161 - mmdet - INFO - Epoch [7][1150/7330] lr: 1.342e-05, eta: 3 days, 15:00:13, time: 1.447, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1901, s0.acc: 93.6438, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2480, s1.loss_cls: 0.0900, s1.acc: 93.8852, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1180, s2.loss_cls: 0.0450, s2.acc: 93.7521, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0550, loss: 1.2264 2024-03-10 02:09:48,357 - mmdet - INFO - Epoch [7][1200/7330] lr: 1.342e-05, eta: 3 days, 14:59:09, time: 1.464, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1845, s0.acc: 93.8201, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2475, s1.loss_cls: 0.0870, s1.acc: 94.0865, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1197, s2.loss_cls: 0.0428, s2.acc: 93.8628, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0559, loss: 1.2016 2024-03-10 02:11:04,784 - mmdet - INFO - Epoch [7][1250/7330] lr: 1.342e-05, eta: 3 days, 14:58:21, time: 1.529, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1781, s0.acc: 93.7959, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2480, s1.loss_cls: 0.0849, s1.acc: 93.9434, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1195, s2.loss_cls: 0.0421, s2.acc: 93.8956, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0557, loss: 1.1971 2024-03-10 02:12:14,822 - mmdet - INFO - Epoch [7][1300/7330] lr: 1.342e-05, eta: 3 days, 14:57:02, time: 1.401, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1838, s0.acc: 93.8232, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2494, s1.loss_cls: 0.0881, s1.acc: 93.9322, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1196, s2.loss_cls: 0.0434, s2.acc: 93.7929, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0558, loss: 1.2098 2024-03-10 02:13:28,219 - mmdet - INFO - Epoch [7][1350/7330] lr: 1.342e-05, eta: 3 days, 14:55:59, time: 1.468, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1752, s0.acc: 94.1243, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2451, s1.loss_cls: 0.0840, s1.acc: 94.2291, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1158, s2.loss_cls: 0.0411, s2.acc: 94.1308, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0540, loss: 1.1608 2024-03-10 02:14:41,207 - mmdet - INFO - Epoch [7][1400/7330] lr: 1.342e-05, eta: 3 days, 14:54:54, time: 1.460, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1714, s0.acc: 94.1877, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2461, s1.loss_cls: 0.0829, s1.acc: 94.1930, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1166, s2.loss_cls: 0.0419, s2.acc: 93.9342, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0542, loss: 1.1683 2024-03-10 02:15:56,244 - mmdet - INFO - Epoch [7][1450/7330] lr: 1.342e-05, eta: 3 days, 14:53:59, time: 1.501, data_time: 0.206, memory: 17966, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1769, s0.acc: 93.9766, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2455, s1.loss_cls: 0.0855, s1.acc: 94.0800, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1169, s2.loss_cls: 0.0422, s2.acc: 94.0271, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0544, loss: 1.1846 2024-03-10 02:17:09,178 - mmdet - INFO - Epoch [7][1500/7330] lr: 1.342e-05, eta: 3 days, 14:52:54, time: 1.459, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1749, s0.acc: 93.9827, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2470, s1.loss_cls: 0.0837, s1.acc: 94.0185, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1175, s2.loss_cls: 0.0416, s2.acc: 93.9694, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0549, loss: 1.1773 2024-03-10 02:18:22,229 - mmdet - INFO - Epoch [7][1550/7330] lr: 1.342e-05, eta: 3 days, 14:51:49, time: 1.461, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1754, s0.acc: 93.9165, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2522, s1.loss_cls: 0.0833, s1.acc: 94.0821, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1189, s2.loss_cls: 0.0410, s2.acc: 94.0344, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0551, loss: 1.1810 2024-03-10 02:19:33,450 - mmdet - INFO - Epoch [7][1600/7330] lr: 1.342e-05, eta: 3 days, 14:50:35, time: 1.424, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1773, s0.acc: 93.9038, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2448, s1.loss_cls: 0.0845, s1.acc: 94.0325, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1171, s2.loss_cls: 0.0420, s2.acc: 93.9590, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0543, loss: 1.1771 2024-03-10 02:20:45,762 - mmdet - INFO - Epoch [7][1650/7330] lr: 1.342e-05, eta: 3 days, 14:49:27, time: 1.446, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1726, s0.acc: 94.0869, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2463, s1.loss_cls: 0.0817, s1.acc: 94.2357, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1172, s2.loss_cls: 0.0408, s2.acc: 94.1333, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0546, loss: 1.1666 2024-03-10 02:21:57,511 - mmdet - INFO - Epoch [7][1700/7330] lr: 1.342e-05, eta: 3 days, 14:48:16, time: 1.435, data_time: 0.112, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1685, s0.acc: 94.2310, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2440, s1.loss_cls: 0.0795, s1.acc: 94.4880, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1168, s2.loss_cls: 0.0392, s2.acc: 94.3005, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0546, loss: 1.1499 2024-03-10 02:23:10,185 - mmdet - INFO - Epoch [7][1750/7330] lr: 1.342e-05, eta: 3 days, 14:47:10, time: 1.454, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1726, s0.acc: 94.1445, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2388, s1.loss_cls: 0.0821, s1.acc: 94.2519, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1157, s2.loss_cls: 0.0406, s2.acc: 94.1993, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0538, loss: 1.1534 2024-03-10 02:24:19,362 - mmdet - INFO - Epoch [7][1800/7330] lr: 1.342e-05, eta: 3 days, 14:45:46, time: 1.384, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1723, s0.acc: 94.1350, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2426, s1.loss_cls: 0.0823, s1.acc: 94.2879, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1170, s2.loss_cls: 0.0412, s2.acc: 94.2253, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0550, loss: 1.1636 2024-03-10 02:25:39,839 - mmdet - INFO - Epoch [7][1850/7330] lr: 1.342e-05, eta: 3 days, 14:45:17, time: 1.610, data_time: 0.227, memory: 17966, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1724, s0.acc: 94.2576, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2394, s1.loss_cls: 0.0806, s1.acc: 94.4283, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1140, s2.loss_cls: 0.0395, s2.acc: 94.4062, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0528, loss: 1.1472 2024-03-10 02:26:52,764 - mmdet - INFO - Epoch [7][1900/7330] lr: 1.342e-05, eta: 3 days, 14:44:12, time: 1.458, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1700, s0.acc: 94.0383, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2410, s1.loss_cls: 0.0821, s1.acc: 94.1812, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1159, s2.loss_cls: 0.0415, s2.acc: 93.9322, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0540, loss: 1.1672 2024-03-10 02:28:01,399 - mmdet - INFO - Epoch [7][1950/7330] lr: 1.342e-05, eta: 3 days, 14:42:46, time: 1.373, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1762, s0.acc: 94.0588, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2517, s1.loss_cls: 0.0840, s1.acc: 94.1681, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1198, s2.loss_cls: 0.0417, s2.acc: 94.1533, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0556, loss: 1.1845 2024-03-10 02:29:11,311 - mmdet - INFO - Epoch [7][2000/7330] lr: 1.342e-05, eta: 3 days, 14:41:26, time: 1.398, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1840, s0.acc: 93.8311, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2454, s1.loss_cls: 0.0871, s1.acc: 94.0159, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1176, s2.loss_cls: 0.0428, s2.acc: 93.9818, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0555, loss: 1.1978 2024-03-10 02:30:24,116 - mmdet - INFO - Epoch [7][2050/7330] lr: 1.342e-05, eta: 3 days, 14:40:20, time: 1.456, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1815, s0.acc: 93.7769, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2521, s1.loss_cls: 0.0868, s1.acc: 93.9408, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1209, s2.loss_cls: 0.0427, s2.acc: 93.8408, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0566, loss: 1.2182 2024-03-10 02:31:34,330 - mmdet - INFO - Epoch [7][2100/7330] lr: 1.342e-05, eta: 3 days, 14:39:02, time: 1.404, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1684, s0.acc: 94.3792, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2437, s1.loss_cls: 0.0800, s1.acc: 94.5171, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1160, s2.loss_cls: 0.0391, s2.acc: 94.4317, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0538, loss: 1.1228 2024-03-10 02:32:46,777 - mmdet - INFO - Epoch [7][2150/7330] lr: 1.342e-05, eta: 3 days, 14:37:54, time: 1.449, data_time: 0.116, memory: 17966, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1837, s0.acc: 93.6780, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2501, s1.loss_cls: 0.0874, s1.acc: 93.7793, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1177, s2.loss_cls: 0.0434, s2.acc: 93.6386, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0546, loss: 1.2080 2024-03-10 02:33:59,637 - mmdet - INFO - Epoch [7][2200/7330] lr: 1.342e-05, eta: 3 days, 14:36:49, time: 1.457, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1828, s0.acc: 93.8115, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2482, s1.loss_cls: 0.0855, s1.acc: 94.0611, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1182, s2.loss_cls: 0.0418, s2.acc: 94.0117, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0551, loss: 1.1950 2024-03-10 02:35:09,540 - mmdet - INFO - Epoch [7][2250/7330] lr: 1.342e-05, eta: 3 days, 14:35:29, time: 1.398, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1693, s0.acc: 94.1721, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2470, s1.loss_cls: 0.0801, s1.acc: 94.3509, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1188, s2.loss_cls: 0.0397, s2.acc: 94.1896, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0553, loss: 1.1629 2024-03-10 02:36:21,230 - mmdet - INFO - Epoch [7][2300/7330] lr: 1.342e-05, eta: 3 days, 14:34:18, time: 1.434, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1852, s0.acc: 93.8560, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2489, s1.loss_cls: 0.0887, s1.acc: 93.9388, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1180, s2.loss_cls: 0.0431, s2.acc: 93.9440, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0546, loss: 1.1948 2024-03-10 02:37:33,804 - mmdet - INFO - Epoch [7][2350/7330] lr: 1.342e-05, eta: 3 days, 14:33:11, time: 1.451, data_time: 0.112, memory: 17966, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1859, s0.acc: 93.8062, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2432, s1.loss_cls: 0.0881, s1.acc: 93.9852, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1174, s2.loss_cls: 0.0436, s2.acc: 93.8066, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0549, loss: 1.1998 2024-03-10 02:38:52,526 - mmdet - INFO - Epoch [7][2400/7330] lr: 1.342e-05, eta: 3 days, 14:32:32, time: 1.574, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1769, s0.acc: 93.8901, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2450, s1.loss_cls: 0.0854, s1.acc: 93.9915, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1180, s2.loss_cls: 0.0422, s2.acc: 93.8639, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0549, loss: 1.1879 2024-03-10 02:40:01,968 - mmdet - INFO - Epoch [7][2450/7330] lr: 1.342e-05, eta: 3 days, 14:31:10, time: 1.389, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1880, s0.acc: 93.5796, s0.loss_bbox: 0.2552, s0.loss_mask: 0.2515, s1.loss_cls: 0.0891, s1.acc: 93.7074, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1200, s2.loss_cls: 0.0440, s2.acc: 93.6954, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0555, loss: 1.2329 2024-03-10 02:41:15,804 - mmdet - INFO - Epoch [7][2500/7330] lr: 1.342e-05, eta: 3 days, 14:30:09, time: 1.477, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1832, s0.acc: 93.7090, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2454, s1.loss_cls: 0.0873, s1.acc: 93.8806, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1171, s2.loss_cls: 0.0433, s2.acc: 93.7691, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0546, loss: 1.1959 2024-03-10 02:42:24,180 - mmdet - INFO - Epoch [7][2550/7330] lr: 1.342e-05, eta: 3 days, 14:28:42, time: 1.368, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1819, s0.acc: 93.8074, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2485, s1.loss_cls: 0.0866, s1.acc: 93.9902, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1183, s2.loss_cls: 0.0428, s2.acc: 93.8196, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0553, loss: 1.2062 2024-03-10 02:43:36,342 - mmdet - INFO - Epoch [7][2600/7330] lr: 1.342e-05, eta: 3 days, 14:27:33, time: 1.443, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1672, s0.acc: 94.2170, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2409, s1.loss_cls: 0.0791, s1.acc: 94.3265, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1153, s2.loss_cls: 0.0396, s2.acc: 94.2092, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0537, loss: 1.1464 2024-03-10 02:44:49,193 - mmdet - INFO - Epoch [7][2650/7330] lr: 1.342e-05, eta: 3 days, 14:26:27, time: 1.457, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1687, s0.acc: 94.0833, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2497, s1.loss_cls: 0.0798, s1.acc: 94.2721, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1181, s2.loss_cls: 0.0396, s2.acc: 94.1698, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0548, loss: 1.1639 2024-03-10 02:45:57,164 - mmdet - INFO - Epoch [7][2700/7330] lr: 1.342e-05, eta: 3 days, 14:24:59, time: 1.359, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1732, s0.acc: 94.1230, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2392, s1.loss_cls: 0.0840, s1.acc: 94.2279, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1144, s2.loss_cls: 0.0414, s2.acc: 94.1029, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0530, loss: 1.1543 2024-03-10 02:47:06,555 - mmdet - INFO - Epoch [7][2750/7330] lr: 1.342e-05, eta: 3 days, 14:23:37, time: 1.388, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1667, s0.acc: 94.1516, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2424, s1.loss_cls: 0.0788, s1.acc: 94.3470, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1166, s2.loss_cls: 0.0396, s2.acc: 94.1962, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0545, loss: 1.1503 2024-03-10 02:48:13,940 - mmdet - INFO - Epoch [7][2800/7330] lr: 1.342e-05, eta: 3 days, 14:22:06, time: 1.348, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1877, s0.acc: 93.5554, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2538, s1.loss_cls: 0.0896, s1.acc: 93.7124, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1209, s2.loss_cls: 0.0443, s2.acc: 93.5898, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0566, loss: 1.2280 2024-03-10 02:49:27,209 - mmdet - INFO - Epoch [7][2850/7330] lr: 1.342e-05, eta: 3 days, 14:21:02, time: 1.465, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1710, s0.acc: 94.1089, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2430, s1.loss_cls: 0.0816, s1.acc: 94.2308, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1152, s2.loss_cls: 0.0403, s2.acc: 94.0781, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0538, loss: 1.1542 2024-03-10 02:50:36,220 - mmdet - INFO - Epoch [7][2900/7330] lr: 1.342e-05, eta: 3 days, 14:19:38, time: 1.381, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1681, s0.acc: 94.3276, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2411, s1.loss_cls: 0.0812, s1.acc: 94.3263, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1160, s2.loss_cls: 0.0407, s2.acc: 94.1866, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0542, loss: 1.1470 2024-03-10 02:51:47,939 - mmdet - INFO - Epoch [7][2950/7330] lr: 1.342e-05, eta: 3 days, 14:18:27, time: 1.434, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1758, s0.acc: 93.9688, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2532, s1.loss_cls: 0.0861, s1.acc: 93.9399, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1195, s2.loss_cls: 0.0426, s2.acc: 93.7577, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0555, loss: 1.1931 2024-03-10 02:52:58,597 - mmdet - INFO - Epoch [7][3000/7330] lr: 1.342e-05, eta: 3 days, 14:17:11, time: 1.413, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1687, s0.acc: 94.1741, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2440, s1.loss_cls: 0.0800, s1.acc: 94.3252, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1175, s2.loss_cls: 0.0399, s2.acc: 94.1419, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0549, loss: 1.1491 2024-03-10 02:54:14,297 - mmdet - INFO - Epoch [7][3050/7330] lr: 1.342e-05, eta: 3 days, 14:16:18, time: 1.514, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1748, s0.acc: 93.9800, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2512, s1.loss_cls: 0.0823, s1.acc: 94.2074, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1189, s2.loss_cls: 0.0409, s2.acc: 94.1457, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0556, loss: 1.1829 2024-03-10 02:55:25,543 - mmdet - INFO - Epoch [7][3100/7330] lr: 1.342e-05, eta: 3 days, 14:15:05, time: 1.425, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1776, s0.acc: 93.8875, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2503, s1.loss_cls: 0.0858, s1.acc: 93.9051, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1185, s2.loss_cls: 0.0422, s2.acc: 93.8803, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0551, loss: 1.1856 2024-03-10 02:56:32,904 - mmdet - INFO - Epoch [7][3150/7330] lr: 1.342e-05, eta: 3 days, 14:13:34, time: 1.347, data_time: 0.110, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1657, s0.acc: 94.3025, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2417, s1.loss_cls: 0.0795, s1.acc: 94.4312, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1136, s2.loss_cls: 0.0393, s2.acc: 94.3733, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0530, loss: 1.1219 2024-03-10 02:57:40,656 - mmdet - INFO - Epoch [7][3200/7330] lr: 1.342e-05, eta: 3 days, 14:12:05, time: 1.355, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1594, s0.acc: 94.6101, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2432, s1.loss_cls: 0.0751, s1.acc: 94.7704, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1146, s2.loss_cls: 0.0372, s2.acc: 94.7119, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0532, loss: 1.1150 2024-03-10 02:58:50,383 - mmdet - INFO - Epoch [7][3250/7330] lr: 1.342e-05, eta: 3 days, 14:10:44, time: 1.394, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1719, s0.acc: 94.1377, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2449, s1.loss_cls: 0.0813, s1.acc: 94.3475, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1179, s2.loss_cls: 0.0399, s2.acc: 94.3216, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0551, loss: 1.1525 2024-03-10 03:00:00,381 - mmdet - INFO - Epoch [7][3300/7330] lr: 1.342e-05, eta: 3 days, 14:09:25, time: 1.400, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1813, s0.acc: 93.8591, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2472, s1.loss_cls: 0.0869, s1.acc: 93.9880, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1182, s2.loss_cls: 0.0435, s2.acc: 93.8428, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0551, loss: 1.1953 2024-03-10 03:01:11,786 - mmdet - INFO - Epoch [7][3350/7330] lr: 1.342e-05, eta: 3 days, 14:08:13, time: 1.428, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1828, s0.acc: 93.7754, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2469, s1.loss_cls: 0.0875, s1.acc: 93.9485, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1171, s2.loss_cls: 0.0433, s2.acc: 93.8554, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0546, loss: 1.2026 2024-03-10 03:02:26,283 - mmdet - INFO - Epoch [7][3400/7330] lr: 1.342e-05, eta: 3 days, 14:07:14, time: 1.490, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1712, s0.acc: 94.1729, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2465, s1.loss_cls: 0.0808, s1.acc: 94.3241, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1182, s2.loss_cls: 0.0401, s2.acc: 94.2027, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0550, loss: 1.1586 2024-03-10 03:03:37,942 - mmdet - INFO - Epoch [7][3450/7330] lr: 1.342e-05, eta: 3 days, 14:06:03, time: 1.433, data_time: 0.115, memory: 17966, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1878, s0.acc: 93.6091, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2479, s1.loss_cls: 0.0892, s1.acc: 93.8624, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1191, s2.loss_cls: 0.0435, s2.acc: 93.8557, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0552, loss: 1.2207 2024-03-10 03:04:48,228 - mmdet - INFO - Epoch [7][3500/7330] lr: 1.342e-05, eta: 3 days, 14:04:46, time: 1.406, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1845, s0.acc: 93.7463, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2492, s1.loss_cls: 0.0865, s1.acc: 93.9058, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1190, s2.loss_cls: 0.0424, s2.acc: 93.8751, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0554, loss: 1.2113 2024-03-10 03:05:59,297 - mmdet - INFO - Epoch [7][3550/7330] lr: 1.342e-05, eta: 3 days, 14:03:31, time: 1.421, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1872, s0.acc: 93.8625, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2419, s1.loss_cls: 0.0882, s1.acc: 94.0256, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1151, s2.loss_cls: 0.0432, s2.acc: 94.0529, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0537, loss: 1.1837 2024-03-10 03:07:15,985 - mmdet - INFO - Epoch [7][3600/7330] lr: 1.342e-05, eta: 3 days, 14:02:43, time: 1.534, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1813, s0.acc: 93.8823, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2522, s1.loss_cls: 0.0882, s1.acc: 93.8132, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1199, s2.loss_cls: 0.0438, s2.acc: 93.6397, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0559, loss: 1.1975 2024-03-10 03:08:30,116 - mmdet - INFO - Epoch [7][3650/7330] lr: 1.342e-05, eta: 3 days, 14:01:43, time: 1.483, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1705, s0.acc: 94.0945, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2448, s1.loss_cls: 0.0810, s1.acc: 94.2587, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1160, s2.loss_cls: 0.0400, s2.acc: 94.1432, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0540, loss: 1.1530 2024-03-10 03:09:42,198 - mmdet - INFO - Epoch [7][3700/7330] lr: 1.342e-05, eta: 3 days, 14:00:33, time: 1.442, data_time: 0.204, memory: 17966, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1767, s0.acc: 94.0632, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2475, s1.loss_cls: 0.0833, s1.acc: 94.2369, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1180, s2.loss_cls: 0.0416, s2.acc: 94.0347, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0548, loss: 1.1878 2024-03-10 03:10:52,580 - mmdet - INFO - Epoch [7][3750/7330] lr: 1.342e-05, eta: 3 days, 13:59:16, time: 1.408, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1671, s0.acc: 94.2900, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2420, s1.loss_cls: 0.0809, s1.acc: 94.3117, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1168, s2.loss_cls: 0.0400, s2.acc: 94.1527, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0545, loss: 1.1434 2024-03-10 03:12:03,497 - mmdet - INFO - Epoch [7][3800/7330] lr: 1.342e-05, eta: 3 days, 13:58:02, time: 1.418, data_time: 0.101, memory: 17966, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1666, s0.acc: 94.3005, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2454, s1.loss_cls: 0.0787, s1.acc: 94.4600, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1163, s2.loss_cls: 0.0392, s2.acc: 94.2859, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0542, loss: 1.1424 2024-03-10 03:13:15,954 - mmdet - INFO - Epoch [7][3850/7330] lr: 1.342e-05, eta: 3 days, 13:56:54, time: 1.449, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1712, s0.acc: 94.0220, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2502, s1.loss_cls: 0.0824, s1.acc: 94.1672, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1191, s2.loss_cls: 0.0407, s2.acc: 94.0317, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0554, loss: 1.1708 2024-03-10 03:14:33,892 - mmdet - INFO - Epoch [7][3900/7330] lr: 1.342e-05, eta: 3 days, 13:56:11, time: 1.559, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1664, s0.acc: 94.2393, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2423, s1.loss_cls: 0.0792, s1.acc: 94.3196, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1164, s2.loss_cls: 0.0394, s2.acc: 94.1652, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0544, loss: 1.1518 2024-03-10 03:15:44,956 - mmdet - INFO - Epoch [7][3950/7330] lr: 1.342e-05, eta: 3 days, 13:54:57, time: 1.421, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1763, s0.acc: 94.0835, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2461, s1.loss_cls: 0.0845, s1.acc: 94.1283, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1176, s2.loss_cls: 0.0412, s2.acc: 94.1707, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0546, loss: 1.1690 2024-03-10 03:17:02,073 - mmdet - INFO - Epoch [7][4000/7330] lr: 1.342e-05, eta: 3 days, 13:54:10, time: 1.542, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1893, s0.acc: 93.4807, s0.loss_bbox: 0.2550, s0.loss_mask: 0.2595, s1.loss_cls: 0.0909, s1.acc: 93.5883, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1234, s2.loss_cls: 0.0443, s2.acc: 93.5533, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0576, loss: 1.2494 2024-03-10 03:18:12,935 - mmdet - INFO - Epoch [7][4050/7330] lr: 1.342e-05, eta: 3 days, 13:52:55, time: 1.418, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1762, s0.acc: 94.0149, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2478, s1.loss_cls: 0.0855, s1.acc: 94.0807, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1182, s2.loss_cls: 0.0423, s2.acc: 94.0054, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0545, loss: 1.1764 2024-03-10 03:19:22,023 - mmdet - INFO - Epoch [7][4100/7330] lr: 1.342e-05, eta: 3 days, 13:51:32, time: 1.382, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1758, s0.acc: 94.0242, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2489, s1.loss_cls: 0.0838, s1.acc: 94.1660, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1198, s2.loss_cls: 0.0410, s2.acc: 94.2159, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0557, loss: 1.1779 2024-03-10 03:20:34,740 - mmdet - INFO - Epoch [7][4150/7330] lr: 1.342e-05, eta: 3 days, 13:50:25, time: 1.454, data_time: 0.196, memory: 17966, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1772, s0.acc: 93.9358, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2480, s1.loss_cls: 0.0836, s1.acc: 94.1199, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1173, s2.loss_cls: 0.0412, s2.acc: 94.0777, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0546, loss: 1.1842 2024-03-10 03:21:47,621 - mmdet - INFO - Epoch [7][4200/7330] lr: 1.342e-05, eta: 3 days, 13:49:19, time: 1.458, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1790, s0.acc: 93.9453, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2477, s1.loss_cls: 0.0866, s1.acc: 93.9616, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1178, s2.loss_cls: 0.0429, s2.acc: 93.8493, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0546, loss: 1.1841 2024-03-10 03:23:03,868 - mmdet - INFO - Epoch [7][4250/7330] lr: 1.342e-05, eta: 3 days, 13:48:28, time: 1.525, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1900, s0.acc: 93.5771, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2444, s1.loss_cls: 0.0920, s1.acc: 93.5487, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1171, s2.loss_cls: 0.0458, s2.acc: 93.4099, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0545, loss: 1.2204 2024-03-10 03:24:14,176 - mmdet - INFO - Epoch [7][4300/7330] lr: 1.342e-05, eta: 3 days, 13:47:11, time: 1.406, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1855, s0.acc: 93.7463, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2476, s1.loss_cls: 0.0879, s1.acc: 93.8867, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1170, s2.loss_cls: 0.0429, s2.acc: 93.7637, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0543, loss: 1.2061 2024-03-10 03:25:24,146 - mmdet - INFO - Epoch [7][4350/7330] lr: 1.342e-05, eta: 3 days, 13:45:52, time: 1.399, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1751, s0.acc: 94.0278, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2515, s1.loss_cls: 0.0841, s1.acc: 94.0635, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1192, s2.loss_cls: 0.0412, s2.acc: 93.9218, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0549, loss: 1.1804 2024-03-10 03:26:34,473 - mmdet - INFO - Epoch [7][4400/7330] lr: 1.342e-05, eta: 3 days, 13:44:34, time: 1.407, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1845, s0.acc: 93.8179, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2454, s1.loss_cls: 0.0886, s1.acc: 93.9051, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1160, s2.loss_cls: 0.0432, s2.acc: 93.8288, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0533, loss: 1.1994 2024-03-10 03:27:49,626 - mmdet - INFO - Epoch [7][4450/7330] lr: 1.342e-05, eta: 3 days, 13:43:38, time: 1.503, data_time: 0.236, memory: 17966, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1846, s0.acc: 93.7041, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2458, s1.loss_cls: 0.0885, s1.acc: 93.7949, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1162, s2.loss_cls: 0.0438, s2.acc: 93.6446, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0538, loss: 1.2003 2024-03-10 03:29:01,198 - mmdet - INFO - Epoch [7][4500/7330] lr: 1.342e-05, eta: 3 days, 13:42:27, time: 1.432, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1756, s0.acc: 93.9600, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2444, s1.loss_cls: 0.0842, s1.acc: 94.0472, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1166, s2.loss_cls: 0.0415, s2.acc: 93.9483, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0539, loss: 1.1675 2024-03-10 03:30:10,295 - mmdet - INFO - Epoch [7][4550/7330] lr: 1.342e-05, eta: 3 days, 13:41:04, time: 1.382, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1682, s0.acc: 94.2922, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2472, s1.loss_cls: 0.0799, s1.acc: 94.5131, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1182, s2.loss_cls: 0.0398, s2.acc: 94.3792, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0554, loss: 1.1462 2024-03-10 03:31:19,634 - mmdet - INFO - Epoch [7][4600/7330] lr: 1.342e-05, eta: 3 days, 13:39:42, time: 1.387, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1684, s0.acc: 94.2202, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2383, s1.loss_cls: 0.0804, s1.acc: 94.4224, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1142, s2.loss_cls: 0.0398, s2.acc: 94.2183, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0535, loss: 1.1374 2024-03-10 03:32:28,466 - mmdet - INFO - Epoch [7][4650/7330] lr: 1.342e-05, eta: 3 days, 13:38:18, time: 1.377, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1770, s0.acc: 93.9583, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2498, s1.loss_cls: 0.0842, s1.acc: 94.0624, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1192, s2.loss_cls: 0.0416, s2.acc: 93.9995, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0552, loss: 1.1917 2024-03-10 03:33:45,078 - mmdet - INFO - Epoch [7][4700/7330] lr: 1.342e-05, eta: 3 days, 13:37:29, time: 1.532, data_time: 0.217, memory: 17966, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1757, s0.acc: 93.9458, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2438, s1.loss_cls: 0.0822, s1.acc: 94.1949, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1158, s2.loss_cls: 0.0405, s2.acc: 94.0681, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0538, loss: 1.1759 2024-03-10 03:35:01,332 - mmdet - INFO - Epoch [7][4750/7330] lr: 1.342e-05, eta: 3 days, 13:36:37, time: 1.525, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1705, s0.acc: 94.1672, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2453, s1.loss_cls: 0.0795, s1.acc: 94.3893, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1170, s2.loss_cls: 0.0395, s2.acc: 94.2027, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0544, loss: 1.1489 2024-03-10 03:36:12,579 - mmdet - INFO - Epoch [7][4800/7330] lr: 1.342e-05, eta: 3 days, 13:35:24, time: 1.425, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1849, s0.acc: 93.7559, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2504, s1.loss_cls: 0.0874, s1.acc: 93.9256, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1207, s2.loss_cls: 0.0435, s2.acc: 93.8302, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0565, loss: 1.2152 2024-03-10 03:37:22,877 - mmdet - INFO - Epoch [7][4850/7330] lr: 1.342e-05, eta: 3 days, 13:34:07, time: 1.406, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1804, s0.acc: 93.9229, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2416, s1.loss_cls: 0.0850, s1.acc: 94.1488, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1157, s2.loss_cls: 0.0417, s2.acc: 94.1170, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0539, loss: 1.1708 2024-03-10 03:38:35,037 - mmdet - INFO - Epoch [7][4900/7330] lr: 1.342e-05, eta: 3 days, 13:32:57, time: 1.443, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1761, s0.acc: 93.8945, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2508, s1.loss_cls: 0.0830, s1.acc: 94.0635, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1187, s2.loss_cls: 0.0407, s2.acc: 94.0128, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0553, loss: 1.1815 2024-03-10 03:39:50,599 - mmdet - INFO - Epoch [7][4950/7330] lr: 1.342e-05, eta: 3 days, 13:32:03, time: 1.511, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1822, s0.acc: 93.7920, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2506, s1.loss_cls: 0.0867, s1.acc: 94.0129, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1194, s2.loss_cls: 0.0428, s2.acc: 93.7967, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0549, loss: 1.1995 2024-03-10 03:41:06,969 - mmdet - INFO - Epoch [7][5000/7330] lr: 1.342e-05, eta: 3 days, 13:31:12, time: 1.527, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1920, s0.acc: 93.4480, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2483, s1.loss_cls: 0.0923, s1.acc: 93.5371, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1189, s2.loss_cls: 0.0457, s2.acc: 93.5176, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0551, loss: 1.2354 2024-03-10 03:42:19,566 - mmdet - INFO - Epoch [7][5050/7330] lr: 1.342e-05, eta: 3 days, 13:30:05, time: 1.452, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1778, s0.acc: 93.9871, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2445, s1.loss_cls: 0.0839, s1.acc: 94.2201, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1167, s2.loss_cls: 0.0421, s2.acc: 93.9807, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0544, loss: 1.1714 2024-03-10 03:43:32,466 - mmdet - INFO - Epoch [7][5100/7330] lr: 1.342e-05, eta: 3 days, 13:28:59, time: 1.458, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1666, s0.acc: 94.3083, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2426, s1.loss_cls: 0.0785, s1.acc: 94.4508, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1163, s2.loss_cls: 0.0386, s2.acc: 94.4364, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0541, loss: 1.1409 2024-03-10 03:44:43,443 - mmdet - INFO - Epoch [7][5150/7330] lr: 1.342e-05, eta: 3 days, 13:27:44, time: 1.419, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1790, s0.acc: 94.0063, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2435, s1.loss_cls: 0.0848, s1.acc: 94.2191, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1160, s2.loss_cls: 0.0424, s2.acc: 94.0393, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0542, loss: 1.1687 2024-03-10 03:45:52,346 - mmdet - INFO - Epoch [7][5200/7330] lr: 1.342e-05, eta: 3 days, 13:26:21, time: 1.378, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1769, s0.acc: 94.0437, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2458, s1.loss_cls: 0.0836, s1.acc: 94.1379, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1173, s2.loss_cls: 0.0412, s2.acc: 94.0626, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0546, loss: 1.1669 2024-03-10 03:47:02,747 - mmdet - INFO - Epoch [7][5250/7330] lr: 1.342e-05, eta: 3 days, 13:25:04, time: 1.408, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1768, s0.acc: 94.0020, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2432, s1.loss_cls: 0.0837, s1.acc: 94.1951, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1165, s2.loss_cls: 0.0415, s2.acc: 94.0463, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0545, loss: 1.1597 2024-03-10 03:48:16,641 - mmdet - INFO - Epoch [7][5300/7330] lr: 1.342e-05, eta: 3 days, 13:24:02, time: 1.478, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1814, s0.acc: 93.6772, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2500, s1.loss_cls: 0.0855, s1.acc: 93.9241, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1185, s2.loss_cls: 0.0421, s2.acc: 93.8378, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0550, loss: 1.2086 2024-03-10 03:49:27,106 - mmdet - INFO - Epoch [7][5350/7330] lr: 1.342e-05, eta: 3 days, 13:22:45, time: 1.409, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1859, s0.acc: 93.5894, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2474, s1.loss_cls: 0.0889, s1.acc: 93.7659, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1194, s2.loss_cls: 0.0437, s2.acc: 93.7160, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0556, loss: 1.2202 2024-03-10 03:50:35,771 - mmdet - INFO - Epoch [7][5400/7330] lr: 1.342e-05, eta: 3 days, 13:21:21, time: 1.373, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1753, s0.acc: 94.0452, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2394, s1.loss_cls: 0.0832, s1.acc: 94.1921, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1143, s2.loss_cls: 0.0416, s2.acc: 94.0434, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0533, loss: 1.1587 2024-03-10 03:51:45,757 - mmdet - INFO - Epoch [7][5450/7330] lr: 1.342e-05, eta: 3 days, 13:20:02, time: 1.399, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1747, s0.acc: 94.1096, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2399, s1.loss_cls: 0.0840, s1.acc: 94.1567, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1155, s2.loss_cls: 0.0412, s2.acc: 94.0827, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0539, loss: 1.1558 2024-03-10 03:52:59,661 - mmdet - INFO - Epoch [7][5500/7330] lr: 1.342e-05, eta: 3 days, 13:19:00, time: 1.478, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1794, s0.acc: 93.9358, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2529, s1.loss_cls: 0.0847, s1.acc: 94.1080, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1214, s2.loss_cls: 0.0422, s2.acc: 93.9956, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0564, loss: 1.2086 2024-03-10 03:54:11,272 - mmdet - INFO - Epoch [7][5550/7330] lr: 1.342e-05, eta: 3 days, 13:17:49, time: 1.432, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1690, s0.acc: 94.2534, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2454, s1.loss_cls: 0.0785, s1.acc: 94.5250, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1173, s2.loss_cls: 0.0392, s2.acc: 94.3790, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0545, loss: 1.1477 2024-03-10 03:55:21,538 - mmdet - INFO - Epoch [7][5600/7330] lr: 1.342e-05, eta: 3 days, 13:16:31, time: 1.405, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1744, s0.acc: 94.0264, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2429, s1.loss_cls: 0.0831, s1.acc: 94.1370, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1168, s2.loss_cls: 0.0416, s2.acc: 93.9774, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0542, loss: 1.1773 2024-03-10 03:56:35,135 - mmdet - INFO - Epoch [7][5650/7330] lr: 1.342e-05, eta: 3 days, 13:15:28, time: 1.472, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1739, s0.acc: 93.9058, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2473, s1.loss_cls: 0.0829, s1.acc: 94.0877, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1195, s2.loss_cls: 0.0413, s2.acc: 93.9911, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0561, loss: 1.1894 2024-03-10 03:57:46,867 - mmdet - INFO - Epoch [7][5700/7330] lr: 1.342e-05, eta: 3 days, 13:14:17, time: 1.435, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1890, s0.acc: 93.5186, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2556, s1.loss_cls: 0.0908, s1.acc: 93.6499, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1206, s2.loss_cls: 0.0448, s2.acc: 93.5625, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0560, loss: 1.2365 2024-03-10 03:58:59,916 - mmdet - INFO - Epoch [7][5750/7330] lr: 1.342e-05, eta: 3 days, 13:13:11, time: 1.461, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1936, s0.acc: 93.4451, s0.loss_bbox: 0.2588, s0.loss_mask: 0.2550, s1.loss_cls: 0.0908, s1.acc: 93.6890, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1218, s2.loss_cls: 0.0448, s2.acc: 93.5407, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0562, loss: 1.2520 2024-03-10 04:00:12,625 - mmdet - INFO - Epoch [7][5800/7330] lr: 1.342e-05, eta: 3 days, 13:12:04, time: 1.454, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1758, s0.acc: 94.0288, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2499, s1.loss_cls: 0.0828, s1.acc: 94.1953, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1187, s2.loss_cls: 0.0407, s2.acc: 94.0684, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0553, loss: 1.1830 2024-03-10 04:01:25,102 - mmdet - INFO - Epoch [7][5850/7330] lr: 1.342e-05, eta: 3 days, 13:10:56, time: 1.450, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1770, s0.acc: 93.9309, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2489, s1.loss_cls: 0.0853, s1.acc: 94.0274, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1201, s2.loss_cls: 0.0415, s2.acc: 94.0549, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0564, loss: 1.1887 2024-03-10 04:02:37,074 - mmdet - INFO - Epoch [7][5900/7330] lr: 1.342e-05, eta: 3 days, 13:09:46, time: 1.439, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1640, s0.acc: 94.3594, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2376, s1.loss_cls: 0.0795, s1.acc: 94.4140, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1138, s2.loss_cls: 0.0401, s2.acc: 94.1587, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0531, loss: 1.1308 2024-03-10 04:03:48,800 - mmdet - INFO - Epoch [7][5950/7330] lr: 1.342e-05, eta: 3 days, 13:08:35, time: 1.435, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1693, s0.acc: 94.2732, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2382, s1.loss_cls: 0.0816, s1.acc: 94.2848, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1137, s2.loss_cls: 0.0402, s2.acc: 94.2524, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0530, loss: 1.1406 2024-03-10 04:04:57,715 - mmdet - INFO - Epoch [7][6000/7330] lr: 1.342e-05, eta: 3 days, 13:07:12, time: 1.378, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1785, s0.acc: 93.9880, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2460, s1.loss_cls: 0.0852, s1.acc: 94.0432, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1182, s2.loss_cls: 0.0421, s2.acc: 93.9751, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0545, loss: 1.1806 2024-03-10 04:06:10,351 - mmdet - INFO - Epoch [7][6050/7330] lr: 1.342e-05, eta: 3 days, 13:06:04, time: 1.453, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1794, s0.acc: 93.9331, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2540, s1.loss_cls: 0.0847, s1.acc: 94.0652, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1218, s2.loss_cls: 0.0414, s2.acc: 93.9114, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0569, loss: 1.1958 2024-03-10 04:07:19,749 - mmdet - INFO - Epoch [7][6100/7330] lr: 1.342e-05, eta: 3 days, 13:04:43, time: 1.388, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1715, s0.acc: 94.1611, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2436, s1.loss_cls: 0.0809, s1.acc: 94.2888, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1168, s2.loss_cls: 0.0405, s2.acc: 94.1798, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0546, loss: 1.1631 2024-03-10 04:08:26,810 - mmdet - INFO - Epoch [7][6150/7330] lr: 1.342e-05, eta: 3 days, 13:03:12, time: 1.341, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1731, s0.acc: 94.0337, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2476, s1.loss_cls: 0.0835, s1.acc: 94.0908, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1180, s2.loss_cls: 0.0418, s2.acc: 93.9520, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0548, loss: 1.1701 2024-03-10 04:09:39,537 - mmdet - INFO - Epoch [7][6200/7330] lr: 1.342e-05, eta: 3 days, 13:02:05, time: 1.455, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1770, s0.acc: 93.8823, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2411, s1.loss_cls: 0.0834, s1.acc: 94.0989, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1160, s2.loss_cls: 0.0417, s2.acc: 93.9734, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0543, loss: 1.1750 2024-03-10 04:10:49,344 - mmdet - INFO - Epoch [7][6250/7330] lr: 1.342e-05, eta: 3 days, 13:00:46, time: 1.396, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1704, s0.acc: 94.0872, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2422, s1.loss_cls: 0.0822, s1.acc: 94.1774, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1166, s2.loss_cls: 0.0410, s2.acc: 94.0602, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0546, loss: 1.1655 2024-03-10 04:12:03,557 - mmdet - INFO - Epoch [7][6300/7330] lr: 1.342e-05, eta: 3 days, 12:59:45, time: 1.484, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1805, s0.acc: 93.8589, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2466, s1.loss_cls: 0.0855, s1.acc: 94.0363, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1178, s2.loss_cls: 0.0422, s2.acc: 93.9456, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0547, loss: 1.1934 2024-03-10 04:13:18,520 - mmdet - INFO - Epoch [7][6350/7330] lr: 1.342e-05, eta: 3 days, 12:58:48, time: 1.499, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1830, s0.acc: 93.6819, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2474, s1.loss_cls: 0.0878, s1.acc: 93.8530, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1197, s2.loss_cls: 0.0432, s2.acc: 93.7570, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0559, loss: 1.2063 2024-03-10 04:14:27,232 - mmdet - INFO - Epoch [7][6400/7330] lr: 1.342e-05, eta: 3 days, 12:57:24, time: 1.374, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1800, s0.acc: 93.8320, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2506, s1.loss_cls: 0.0848, s1.acc: 93.9709, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1207, s2.loss_cls: 0.0421, s2.acc: 93.8642, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0563, loss: 1.2018 2024-03-10 04:15:35,385 - mmdet - INFO - Epoch [7][6450/7330] lr: 1.342e-05, eta: 3 days, 12:55:57, time: 1.363, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1726, s0.acc: 94.0403, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2439, s1.loss_cls: 0.0825, s1.acc: 94.1554, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1169, s2.loss_cls: 0.0416, s2.acc: 93.9008, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0546, loss: 1.1713 2024-03-10 04:16:49,908 - mmdet - INFO - Epoch [7][6500/7330] lr: 1.342e-05, eta: 3 days, 12:54:58, time: 1.491, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1751, s0.acc: 93.9797, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2452, s1.loss_cls: 0.0839, s1.acc: 94.1552, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1167, s2.loss_cls: 0.0414, s2.acc: 94.1156, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0548, loss: 1.1743 2024-03-10 04:18:04,909 - mmdet - INFO - Epoch [7][6550/7330] lr: 1.342e-05, eta: 3 days, 12:54:00, time: 1.500, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1820, s0.acc: 93.8555, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2518, s1.loss_cls: 0.0879, s1.acc: 93.9147, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1201, s2.loss_cls: 0.0434, s2.acc: 93.8155, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0559, loss: 1.2015 2024-03-10 04:19:11,585 - mmdet - INFO - Epoch [7][6600/7330] lr: 1.342e-05, eta: 3 days, 12:52:28, time: 1.334, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1800, s0.acc: 93.8503, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2484, s1.loss_cls: 0.0865, s1.acc: 93.9753, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1185, s2.loss_cls: 0.0427, s2.acc: 93.9043, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0550, loss: 1.1941 2024-03-10 04:20:23,546 - mmdet - INFO - Epoch [7][6650/7330] lr: 1.342e-05, eta: 3 days, 12:51:18, time: 1.439, data_time: 0.220, memory: 17966, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1755, s0.acc: 94.0176, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2458, s1.loss_cls: 0.0836, s1.acc: 94.2228, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1189, s2.loss_cls: 0.0413, s2.acc: 94.0674, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0558, loss: 1.1836 2024-03-10 04:21:34,834 - mmdet - INFO - Epoch [7][6700/7330] lr: 1.342e-05, eta: 3 days, 12:50:05, time: 1.426, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1799, s0.acc: 93.9353, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2540, s1.loss_cls: 0.0857, s1.acc: 94.1131, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1217, s2.loss_cls: 0.0419, s2.acc: 94.0566, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0564, loss: 1.2058 2024-03-10 04:22:47,188 - mmdet - INFO - Epoch [7][6750/7330] lr: 1.342e-05, eta: 3 days, 12:48:56, time: 1.447, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1777, s0.acc: 93.9312, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2447, s1.loss_cls: 0.0837, s1.acc: 94.1229, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1171, s2.loss_cls: 0.0416, s2.acc: 93.9864, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0543, loss: 1.1837 2024-03-10 04:23:56,156 - mmdet - INFO - Epoch [7][6800/7330] lr: 1.342e-05, eta: 3 days, 12:47:33, time: 1.379, data_time: 0.115, memory: 17966, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1775, s0.acc: 93.9863, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2448, s1.loss_cls: 0.0858, s1.acc: 94.0615, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1171, s2.loss_cls: 0.0426, s2.acc: 94.0182, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0541, loss: 1.1758 2024-03-10 04:25:10,581 - mmdet - INFO - Epoch [7][6850/7330] lr: 1.342e-05, eta: 3 days, 12:46:34, time: 1.488, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1648, s0.acc: 94.3093, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2389, s1.loss_cls: 0.0782, s1.acc: 94.5147, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1138, s2.loss_cls: 0.0388, s2.acc: 94.4184, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0533, loss: 1.1308 2024-03-10 04:26:27,863 - mmdet - INFO - Epoch [7][6900/7330] lr: 1.342e-05, eta: 3 days, 12:45:46, time: 1.546, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1625, s0.acc: 94.2915, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2428, s1.loss_cls: 0.0779, s1.acc: 94.3618, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1160, s2.loss_cls: 0.0392, s2.acc: 94.1934, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0539, loss: 1.1354 2024-03-10 04:27:40,955 - mmdet - INFO - Epoch [7][6950/7330] lr: 1.342e-05, eta: 3 days, 12:44:40, time: 1.462, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1631, s0.acc: 94.3396, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2341, s1.loss_cls: 0.0777, s1.acc: 94.4972, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1132, s2.loss_cls: 0.0392, s2.acc: 94.3201, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0530, loss: 1.1184 2024-03-10 04:28:55,166 - mmdet - INFO - Epoch [7][7000/7330] lr: 1.342e-05, eta: 3 days, 12:43:39, time: 1.484, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1738, s0.acc: 94.0625, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2447, s1.loss_cls: 0.0820, s1.acc: 94.2515, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1166, s2.loss_cls: 0.0404, s2.acc: 94.1604, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0543, loss: 1.1659 2024-03-10 04:30:07,627 - mmdet - INFO - Epoch [7][7050/7330] lr: 1.342e-05, eta: 3 days, 12:42:31, time: 1.449, data_time: 0.202, memory: 17966, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1668, s0.acc: 94.2166, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2391, s1.loss_cls: 0.0809, s1.acc: 94.2838, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1142, s2.loss_cls: 0.0403, s2.acc: 94.1146, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0534, loss: 1.1495 2024-03-10 04:31:21,946 - mmdet - INFO - Epoch [7][7100/7330] lr: 1.342e-05, eta: 3 days, 12:41:31, time: 1.486, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1803, s0.acc: 94.0056, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2438, s1.loss_cls: 0.0870, s1.acc: 94.0852, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1158, s2.loss_cls: 0.0427, s2.acc: 93.9275, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0540, loss: 1.1798 2024-03-10 04:32:36,986 - mmdet - INFO - Epoch [7][7150/7330] lr: 1.342e-05, eta: 3 days, 12:40:33, time: 1.501, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1744, s0.acc: 94.0811, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2479, s1.loss_cls: 0.0842, s1.acc: 94.1531, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1181, s2.loss_cls: 0.0423, s2.acc: 94.0191, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0551, loss: 1.1643 2024-03-10 04:33:48,217 - mmdet - INFO - Epoch [7][7200/7330] lr: 1.342e-05, eta: 3 days, 12:39:20, time: 1.425, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1708, s0.acc: 94.2563, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2460, s1.loss_cls: 0.0810, s1.acc: 94.3998, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1173, s2.loss_cls: 0.0400, s2.acc: 94.2614, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0544, loss: 1.1450 2024-03-10 04:35:00,530 - mmdet - INFO - Epoch [7][7250/7330] lr: 1.342e-05, eta: 3 days, 12:38:11, time: 1.446, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1796, s0.acc: 93.9163, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2482, s1.loss_cls: 0.0846, s1.acc: 94.0180, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1179, s2.loss_cls: 0.0419, s2.acc: 93.9877, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0546, loss: 1.1874 2024-03-10 04:36:14,054 - mmdet - INFO - Epoch [7][7300/7330] lr: 1.342e-05, eta: 3 days, 12:37:07, time: 1.470, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1776, s0.acc: 93.9202, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2478, s1.loss_cls: 0.0843, s1.acc: 94.0071, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1177, s2.loss_cls: 0.0418, s2.acc: 93.9276, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0545, loss: 1.1860 2024-03-10 04:36:52,688 - mmdet - INFO - Saving checkpoint at 7 epochs 2024-03-10 04:42:39,472 - mmdet - INFO - Evaluating bbox... 2024-03-10 04:43:17,189 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.455 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.644 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.493 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.274 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.495 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 ] = 0.598 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 ] = 0.408 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.750 2024-03-10 04:43:17,189 - mmdet - INFO - Evaluating segm... 2024-03-10 04:43:56,881 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.396 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.615 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.427 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 ] = 0.428 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.582 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.523 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.523 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.523 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.333 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.565 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.683 2024-03-10 04:43:57,519 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-10 04:43:57,522 - mmdet - INFO - Epoch(val) [7][1250] bbox_mAP: 0.4550, bbox_mAP_50: 0.6440, bbox_mAP_75: 0.4930, bbox_mAP_s: 0.2740, bbox_mAP_m: 0.4950, bbox_mAP_l: 0.6030, bbox_mAP_copypaste: 0.455 0.644 0.493 0.274 0.495 0.603, segm_mAP: 0.3960, segm_mAP_50: 0.6150, segm_mAP_75: 0.4270, segm_mAP_s: 0.1940, segm_mAP_m: 0.4280, segm_mAP_l: 0.5820, segm_mAP_copypaste: 0.396 0.615 0.427 0.194 0.428 0.582 2024-03-10 04:45:17,045 - mmdet - INFO - Epoch [8][50/7330] lr: 1.342e-05, eta: 3 days, 12:32:47, time: 1.588, data_time: 0.241, memory: 17966, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1747, s0.acc: 94.0518, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2435, s1.loss_cls: 0.0829, s1.acc: 94.2404, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1159, s2.loss_cls: 0.0410, s2.acc: 94.2041, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0538, loss: 1.1698 2024-03-10 04:46:31,161 - mmdet - INFO - Epoch [8][100/7330] lr: 1.342e-05, eta: 3 days, 12:31:45, time: 1.482, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1771, s0.acc: 93.9373, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2373, s1.loss_cls: 0.0835, s1.acc: 94.1721, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1147, s2.loss_cls: 0.0414, s2.acc: 94.0115, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0534, loss: 1.1659 2024-03-10 04:47:40,636 - mmdet - INFO - Epoch [8][150/7330] lr: 1.342e-05, eta: 3 days, 12:30:25, time: 1.389, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1689, s0.acc: 94.1560, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2419, s1.loss_cls: 0.0792, s1.acc: 94.3973, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1162, s2.loss_cls: 0.0394, s2.acc: 94.2571, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0544, loss: 1.1479 2024-03-10 04:48:53,882 - mmdet - INFO - Epoch [8][200/7330] lr: 1.342e-05, eta: 3 days, 12:29:20, time: 1.465, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1663, s0.acc: 94.2505, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2443, s1.loss_cls: 0.0792, s1.acc: 94.3669, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1173, s2.loss_cls: 0.0394, s2.acc: 94.2159, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0547, loss: 1.1337 2024-03-10 04:50:09,362 - mmdet - INFO - Epoch [8][250/7330] lr: 1.342e-05, eta: 3 days, 12:28:24, time: 1.510, data_time: 0.209, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1709, s0.acc: 94.0867, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2430, s1.loss_cls: 0.0808, s1.acc: 94.2355, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1162, s2.loss_cls: 0.0399, s2.acc: 94.1465, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0543, loss: 1.1618 2024-03-10 04:51:21,393 - mmdet - INFO - Epoch [8][300/7330] lr: 1.342e-05, eta: 3 days, 12:27:15, time: 1.441, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1685, s0.acc: 94.1746, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2484, s1.loss_cls: 0.0803, s1.acc: 94.2651, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1176, s2.loss_cls: 0.0399, s2.acc: 94.1847, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0543, loss: 1.1532 2024-03-10 04:52:36,729 - mmdet - INFO - Epoch [8][350/7330] lr: 1.342e-05, eta: 3 days, 12:26:18, time: 1.507, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1733, s0.acc: 94.1611, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2418, s1.loss_cls: 0.0824, s1.acc: 94.2593, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1161, s2.loss_cls: 0.0409, s2.acc: 94.1945, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0543, loss: 1.1596 2024-03-10 04:53:50,891 - mmdet - INFO - Epoch [8][400/7330] lr: 1.342e-05, eta: 3 days, 12:25:17, time: 1.483, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1672, s0.acc: 94.1973, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2423, s1.loss_cls: 0.0795, s1.acc: 94.3751, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1160, s2.loss_cls: 0.0392, s2.acc: 94.3407, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0536, loss: 1.1373 2024-03-10 04:55:07,698 - mmdet - INFO - Epoch [8][450/7330] lr: 1.342e-05, eta: 3 days, 12:24:27, time: 1.536, data_time: 0.203, memory: 17966, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1743, s0.acc: 94.1389, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2461, s1.loss_cls: 0.0832, s1.acc: 94.1787, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1167, s2.loss_cls: 0.0412, s2.acc: 94.1281, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0541, loss: 1.1684 2024-03-10 04:56:21,926 - mmdet - INFO - Epoch [8][500/7330] lr: 1.342e-05, eta: 3 days, 12:23:26, time: 1.485, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1843, s0.acc: 93.7036, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2483, s1.loss_cls: 0.0860, s1.acc: 93.9590, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1179, s2.loss_cls: 0.0426, s2.acc: 93.9262, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0546, loss: 1.2068 2024-03-10 04:57:36,776 - mmdet - INFO - Epoch [8][550/7330] lr: 1.342e-05, eta: 3 days, 12:22:27, time: 1.497, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1699, s0.acc: 94.0327, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2475, s1.loss_cls: 0.0812, s1.acc: 94.1953, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1189, s2.loss_cls: 0.0404, s2.acc: 94.0276, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0557, loss: 1.1742 2024-03-10 04:58:49,430 - mmdet - INFO - Epoch [8][600/7330] lr: 1.342e-05, eta: 3 days, 12:21:20, time: 1.453, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1684, s0.acc: 94.1362, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2471, s1.loss_cls: 0.0792, s1.acc: 94.4352, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1180, s2.loss_cls: 0.0399, s2.acc: 94.1915, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0550, loss: 1.1688 2024-03-10 05:00:01,480 - mmdet - INFO - Epoch [8][650/7330] lr: 1.342e-05, eta: 3 days, 12:20:10, time: 1.441, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1679, s0.acc: 94.3467, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2400, s1.loss_cls: 0.0802, s1.acc: 94.4540, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1152, s2.loss_cls: 0.0399, s2.acc: 94.3619, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0539, loss: 1.1289 2024-03-10 05:01:08,190 - mmdet - INFO - Epoch [8][700/7330] lr: 1.342e-05, eta: 3 days, 12:18:38, time: 1.334, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1663, s0.acc: 94.2749, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2402, s1.loss_cls: 0.0798, s1.acc: 94.2927, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1157, s2.loss_cls: 0.0395, s2.acc: 94.3023, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0543, loss: 1.1300 2024-03-10 05:02:22,837 - mmdet - INFO - Epoch [8][750/7330] lr: 1.342e-05, eta: 3 days, 12:17:39, time: 1.493, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1694, s0.acc: 94.2920, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2424, s1.loss_cls: 0.0790, s1.acc: 94.4667, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1172, s2.loss_cls: 0.0392, s2.acc: 94.3518, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0548, loss: 1.1436 2024-03-10 05:03:31,608 - mmdet - INFO - Epoch [8][800/7330] lr: 1.342e-05, eta: 3 days, 12:16:16, time: 1.375, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1715, s0.acc: 94.0454, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2445, s1.loss_cls: 0.0819, s1.acc: 94.1465, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1167, s2.loss_cls: 0.0407, s2.acc: 94.0476, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0540, loss: 1.1657 2024-03-10 05:04:44,598 - mmdet - INFO - Epoch [8][850/7330] lr: 1.342e-05, eta: 3 days, 12:15:09, time: 1.460, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1870, s0.acc: 93.6526, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2523, s1.loss_cls: 0.0884, s1.acc: 93.8291, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1207, s2.loss_cls: 0.0434, s2.acc: 93.8685, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0560, loss: 1.2264 2024-03-10 05:05:54,796 - mmdet - INFO - Epoch [8][900/7330] lr: 1.342e-05, eta: 3 days, 12:13:52, time: 1.404, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1884, s0.acc: 93.5811, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2459, s1.loss_cls: 0.0880, s1.acc: 93.8497, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1177, s2.loss_cls: 0.0433, s2.acc: 93.8443, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0544, loss: 1.2111 2024-03-10 05:07:07,652 - mmdet - INFO - Epoch [8][950/7330] lr: 1.342e-05, eta: 3 days, 12:12:45, time: 1.457, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1806, s0.acc: 93.7378, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2435, s1.loss_cls: 0.0849, s1.acc: 93.9756, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1171, s2.loss_cls: 0.0420, s2.acc: 93.8546, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0548, loss: 1.1934 2024-03-10 05:08:17,344 - mmdet - INFO - Epoch [8][1000/7330] lr: 1.342e-05, eta: 3 days, 12:11:26, time: 1.394, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1778, s0.acc: 94.0266, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2446, s1.loss_cls: 0.0831, s1.acc: 94.2734, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1174, s2.loss_cls: 0.0411, s2.acc: 94.1218, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0547, loss: 1.1707 2024-03-10 05:09:33,742 - mmdet - INFO - Epoch [8][1050/7330] lr: 1.342e-05, eta: 3 days, 12:10:33, time: 1.528, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1817, s0.acc: 93.9016, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2473, s1.loss_cls: 0.0855, s1.acc: 94.0751, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1183, s2.loss_cls: 0.0421, s2.acc: 93.9912, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0552, loss: 1.1970 2024-03-10 05:10:43,391 - mmdet - INFO - Epoch [8][1100/7330] lr: 1.342e-05, eta: 3 days, 12:09:14, time: 1.393, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1737, s0.acc: 94.0391, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2421, s1.loss_cls: 0.0818, s1.acc: 94.2568, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1151, s2.loss_cls: 0.0396, s2.acc: 94.2904, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0531, loss: 1.1574 2024-03-10 05:11:56,747 - mmdet - INFO - Epoch [8][1150/7330] lr: 1.342e-05, eta: 3 days, 12:08:09, time: 1.467, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1777, s0.acc: 93.8704, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2477, s1.loss_cls: 0.0846, s1.acc: 94.0203, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1206, s2.loss_cls: 0.0418, s2.acc: 93.9372, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0565, loss: 1.1899 2024-03-10 05:13:11,139 - mmdet - INFO - Epoch [8][1200/7330] lr: 1.342e-05, eta: 3 days, 12:07:09, time: 1.488, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1738, s0.acc: 94.0837, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2427, s1.loss_cls: 0.0822, s1.acc: 94.2243, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1151, s2.loss_cls: 0.0408, s2.acc: 94.1794, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0535, loss: 1.1568 2024-03-10 05:14:24,272 - mmdet - INFO - Epoch [8][1250/7330] lr: 1.342e-05, eta: 3 days, 12:06:03, time: 1.462, data_time: 0.201, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1714, s0.acc: 94.0762, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2421, s1.loss_cls: 0.0819, s1.acc: 94.2176, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1163, s2.loss_cls: 0.0404, s2.acc: 94.1070, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0540, loss: 1.1545 2024-03-10 05:15:32,985 - mmdet - INFO - Epoch [8][1300/7330] lr: 1.342e-05, eta: 3 days, 12:04:40, time: 1.375, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1848, s0.acc: 93.7122, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2460, s1.loss_cls: 0.0871, s1.acc: 93.9408, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1171, s2.loss_cls: 0.0429, s2.acc: 93.8071, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0544, loss: 1.2032 2024-03-10 05:16:43,100 - mmdet - INFO - Epoch [8][1350/7330] lr: 1.342e-05, eta: 3 days, 12:03:22, time: 1.402, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1735, s0.acc: 93.9297, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2485, s1.loss_cls: 0.0843, s1.acc: 93.9326, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1180, s2.loss_cls: 0.0426, s2.acc: 93.7952, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0549, loss: 1.1710 2024-03-10 05:17:55,125 - mmdet - INFO - Epoch [8][1400/7330] lr: 1.342e-05, eta: 3 days, 12:02:12, time: 1.441, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1670, s0.acc: 94.3306, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2378, s1.loss_cls: 0.0803, s1.acc: 94.3853, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1141, s2.loss_cls: 0.0402, s2.acc: 94.1597, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0533, loss: 1.1224 2024-03-10 05:19:08,457 - mmdet - INFO - Epoch [8][1450/7330] lr: 1.342e-05, eta: 3 days, 12:01:07, time: 1.467, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1718, s0.acc: 94.2019, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2360, s1.loss_cls: 0.0811, s1.acc: 94.3733, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1141, s2.loss_cls: 0.0400, s2.acc: 94.3295, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0533, loss: 1.1446 2024-03-10 05:20:19,762 - mmdet - INFO - Epoch [8][1500/7330] lr: 1.342e-05, eta: 3 days, 11:59:54, time: 1.426, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1725, s0.acc: 94.2617, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2340, s1.loss_cls: 0.0805, s1.acc: 94.5129, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1128, s2.loss_cls: 0.0399, s2.acc: 94.4325, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0526, loss: 1.1387 2024-03-10 05:21:35,370 - mmdet - INFO - Epoch [8][1550/7330] lr: 1.342e-05, eta: 3 days, 11:58:58, time: 1.512, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1771, s0.acc: 93.9409, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2393, s1.loss_cls: 0.0835, s1.acc: 94.0868, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1153, s2.loss_cls: 0.0415, s2.acc: 93.9842, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0537, loss: 1.1713 2024-03-10 05:22:48,484 - mmdet - INFO - Epoch [8][1600/7330] lr: 1.342e-05, eta: 3 days, 11:57:53, time: 1.462, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1817, s0.acc: 93.7568, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2459, s1.loss_cls: 0.0864, s1.acc: 93.9202, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1163, s2.loss_cls: 0.0424, s2.acc: 93.9132, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0545, loss: 1.1988 2024-03-10 05:23:59,690 - mmdet - INFO - Epoch [8][1650/7330] lr: 1.342e-05, eta: 3 days, 11:56:39, time: 1.424, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1769, s0.acc: 93.9341, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2469, s1.loss_cls: 0.0844, s1.acc: 93.9549, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1182, s2.loss_cls: 0.0423, s2.acc: 93.8640, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0549, loss: 1.1851 2024-03-10 05:25:10,794 - mmdet - INFO - Epoch [8][1700/7330] lr: 1.342e-05, eta: 3 days, 11:55:25, time: 1.422, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1795, s0.acc: 93.9248, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2419, s1.loss_cls: 0.0835, s1.acc: 94.2156, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1161, s2.loss_cls: 0.0411, s2.acc: 94.1578, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0544, loss: 1.1863 2024-03-10 05:26:21,051 - mmdet - INFO - Epoch [8][1750/7330] lr: 1.342e-05, eta: 3 days, 11:54:08, time: 1.405, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1713, s0.acc: 94.0989, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2484, s1.loss_cls: 0.0807, s1.acc: 94.3284, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1202, s2.loss_cls: 0.0402, s2.acc: 94.1740, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0560, loss: 1.1853 2024-03-10 05:27:33,646 - mmdet - INFO - Epoch [8][1800/7330] lr: 1.342e-05, eta: 3 days, 11:53:00, time: 1.452, data_time: 0.205, memory: 17966, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1718, s0.acc: 94.1589, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2406, s1.loss_cls: 0.0821, s1.acc: 94.2801, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1151, s2.loss_cls: 0.0403, s2.acc: 94.2217, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0536, loss: 1.1471 2024-03-10 05:28:42,868 - mmdet - INFO - Epoch [8][1850/7330] lr: 1.342e-05, eta: 3 days, 11:51:39, time: 1.384, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1776, s0.acc: 93.8992, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2448, s1.loss_cls: 0.0842, s1.acc: 94.1240, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1174, s2.loss_cls: 0.0415, s2.acc: 94.0691, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0545, loss: 1.1827 2024-03-10 05:29:49,895 - mmdet - INFO - Epoch [8][1900/7330] lr: 1.342e-05, eta: 3 days, 11:50:09, time: 1.341, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1737, s0.acc: 93.9714, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2428, s1.loss_cls: 0.0819, s1.acc: 94.1740, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1168, s2.loss_cls: 0.0411, s2.acc: 94.0034, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0544, loss: 1.1638 2024-03-10 05:31:01,773 - mmdet - INFO - Epoch [8][1950/7330] lr: 1.342e-05, eta: 3 days, 11:48:59, time: 1.438, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1756, s0.acc: 93.9949, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2481, s1.loss_cls: 0.0838, s1.acc: 94.1493, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1192, s2.loss_cls: 0.0407, s2.acc: 94.1357, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0556, loss: 1.1810 2024-03-10 05:32:13,935 - mmdet - INFO - Epoch [8][2000/7330] lr: 1.342e-05, eta: 3 days, 11:47:49, time: 1.443, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1831, s0.acc: 93.6860, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2427, s1.loss_cls: 0.0857, s1.acc: 93.9348, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1179, s2.loss_cls: 0.0424, s2.acc: 93.8311, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0556, loss: 1.2075 2024-03-10 05:33:25,583 - mmdet - INFO - Epoch [8][2050/7330] lr: 1.342e-05, eta: 3 days, 11:46:38, time: 1.433, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1776, s0.acc: 94.0132, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2484, s1.loss_cls: 0.0839, s1.acc: 94.2097, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1188, s2.loss_cls: 0.0415, s2.acc: 94.1357, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0549, loss: 1.1839 2024-03-10 05:34:39,459 - mmdet - INFO - Epoch [8][2100/7330] lr: 1.342e-05, eta: 3 days, 11:45:35, time: 1.478, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1887, s0.acc: 93.5405, s0.loss_bbox: 0.2564, s0.loss_mask: 0.2533, s1.loss_cls: 0.0900, s1.acc: 93.6635, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1218, s2.loss_cls: 0.0443, s2.acc: 93.6179, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0567, loss: 1.2403 2024-03-10 05:35:52,273 - mmdet - INFO - Epoch [8][2150/7330] lr: 1.342e-05, eta: 3 days, 11:44:28, time: 1.456, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1649, s0.acc: 94.2947, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2363, s1.loss_cls: 0.0777, s1.acc: 94.5080, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1142, s2.loss_cls: 0.0385, s2.acc: 94.4625, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0531, loss: 1.1282 2024-03-10 05:37:02,651 - mmdet - INFO - Epoch [8][2200/7330] lr: 1.342e-05, eta: 3 days, 11:43:11, time: 1.408, data_time: 0.109, memory: 17966, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1767, s0.acc: 94.0364, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2411, s1.loss_cls: 0.0834, s1.acc: 94.2567, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1149, s2.loss_cls: 0.0411, s2.acc: 94.1631, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0535, loss: 1.1653 2024-03-10 05:38:16,748 - mmdet - INFO - Epoch [8][2250/7330] lr: 1.342e-05, eta: 3 days, 11:42:09, time: 1.482, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1692, s0.acc: 94.1248, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2374, s1.loss_cls: 0.0801, s1.acc: 94.2220, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1135, s2.loss_cls: 0.0403, s2.acc: 94.0748, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0531, loss: 1.1423 2024-03-10 05:39:28,582 - mmdet - INFO - Epoch [8][2300/7330] lr: 1.342e-05, eta: 3 days, 11:40:58, time: 1.437, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1696, s0.acc: 94.1135, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2445, s1.loss_cls: 0.0797, s1.acc: 94.2986, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1179, s2.loss_cls: 0.0399, s2.acc: 94.0749, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0546, loss: 1.1694 2024-03-10 05:40:38,936 - mmdet - INFO - Epoch [8][2350/7330] lr: 1.342e-05, eta: 3 days, 11:39:42, time: 1.407, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1629, s0.acc: 94.3975, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2490, s1.loss_cls: 0.0770, s1.acc: 94.5741, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1196, s2.loss_cls: 0.0386, s2.acc: 94.3210, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0555, loss: 1.1465 2024-03-10 05:41:50,207 - mmdet - INFO - Epoch [8][2400/7330] lr: 1.342e-05, eta: 3 days, 11:38:29, time: 1.425, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1673, s0.acc: 94.2209, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2461, s1.loss_cls: 0.0801, s1.acc: 94.3969, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1176, s2.loss_cls: 0.0402, s2.acc: 94.3087, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0549, loss: 1.1535 2024-03-10 05:42:57,130 - mmdet - INFO - Epoch [8][2450/7330] lr: 1.342e-05, eta: 3 days, 11:36:59, time: 1.338, data_time: 0.114, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1633, s0.acc: 94.4644, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2425, s1.loss_cls: 0.0777, s1.acc: 94.5700, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1160, s2.loss_cls: 0.0385, s2.acc: 94.4844, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0541, loss: 1.1253 2024-03-10 05:44:08,753 - mmdet - INFO - Epoch [8][2500/7330] lr: 1.342e-05, eta: 3 days, 11:35:47, time: 1.432, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1652, s0.acc: 94.3296, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2402, s1.loss_cls: 0.0799, s1.acc: 94.4011, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1145, s2.loss_cls: 0.0392, s2.acc: 94.3808, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0535, loss: 1.1166 2024-03-10 05:45:24,681 - mmdet - INFO - Epoch [8][2550/7330] lr: 1.342e-05, eta: 3 days, 11:34:52, time: 1.519, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1799, s0.acc: 93.7632, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2474, s1.loss_cls: 0.0838, s1.acc: 94.0517, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1170, s2.loss_cls: 0.0416, s2.acc: 93.8513, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0543, loss: 1.1999 2024-03-10 05:46:39,010 - mmdet - INFO - Epoch [8][2600/7330] lr: 1.342e-05, eta: 3 days, 11:33:51, time: 1.487, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1692, s0.acc: 94.2173, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2443, s1.loss_cls: 0.0809, s1.acc: 94.3443, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1183, s2.loss_cls: 0.0400, s2.acc: 94.2264, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0555, loss: 1.1560 2024-03-10 05:47:48,964 - mmdet - INFO - Epoch [8][2650/7330] lr: 1.342e-05, eta: 3 days, 11:32:33, time: 1.399, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1713, s0.acc: 94.1560, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2381, s1.loss_cls: 0.0807, s1.acc: 94.4247, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1157, s2.loss_cls: 0.0403, s2.acc: 94.2386, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0539, loss: 1.1447 2024-03-10 05:49:05,494 - mmdet - INFO - Epoch [8][2700/7330] lr: 1.342e-05, eta: 3 days, 11:31:40, time: 1.531, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1755, s0.acc: 93.8555, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2449, s1.loss_cls: 0.0826, s1.acc: 94.0641, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1170, s2.loss_cls: 0.0407, s2.acc: 94.0467, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0545, loss: 1.1818 2024-03-10 05:50:16,140 - mmdet - INFO - Epoch [8][2750/7330] lr: 1.342e-05, eta: 3 days, 11:30:25, time: 1.413, data_time: 0.209, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1521, s0.acc: 94.7290, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2384, s1.loss_cls: 0.0723, s1.acc: 94.8479, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1132, s2.loss_cls: 0.0356, s2.acc: 94.8059, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0525, loss: 1.0846 2024-03-10 05:51:30,422 - mmdet - INFO - Epoch [8][2800/7330] lr: 1.342e-05, eta: 3 days, 11:29:23, time: 1.486, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1651, s0.acc: 94.3481, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2402, s1.loss_cls: 0.0775, s1.acc: 94.5267, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1152, s2.loss_cls: 0.0388, s2.acc: 94.3589, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0537, loss: 1.1310 2024-03-10 05:52:41,722 - mmdet - INFO - Epoch [8][2850/7330] lr: 1.342e-05, eta: 3 days, 11:28:10, time: 1.426, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1788, s0.acc: 94.0103, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2507, s1.loss_cls: 0.0844, s1.acc: 94.2161, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1203, s2.loss_cls: 0.0416, s2.acc: 94.0396, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0559, loss: 1.1933 2024-03-10 05:53:55,290 - mmdet - INFO - Epoch [8][2900/7330] lr: 1.342e-05, eta: 3 days, 11:27:06, time: 1.471, data_time: 0.213, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1645, s0.acc: 94.3523, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2419, s1.loss_cls: 0.0774, s1.acc: 94.5512, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1161, s2.loss_cls: 0.0387, s2.acc: 94.4133, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0548, loss: 1.1321 2024-03-10 05:55:10,871 - mmdet - INFO - Epoch [8][2950/7330] lr: 1.342e-05, eta: 3 days, 11:26:10, time: 1.512, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1735, s0.acc: 94.0168, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2367, s1.loss_cls: 0.0823, s1.acc: 94.2215, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1135, s2.loss_cls: 0.0409, s2.acc: 94.1866, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0531, loss: 1.1559 2024-03-10 05:56:23,672 - mmdet - INFO - Epoch [8][3000/7330] lr: 1.342e-05, eta: 3 days, 11:25:02, time: 1.456, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1794, s0.acc: 93.9055, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2453, s1.loss_cls: 0.0835, s1.acc: 94.1647, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1172, s2.loss_cls: 0.0409, s2.acc: 94.0649, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0543, loss: 1.1843 2024-03-10 05:57:37,167 - mmdet - INFO - Epoch [8][3050/7330] lr: 1.342e-05, eta: 3 days, 11:23:58, time: 1.470, data_time: 0.201, memory: 17966, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1831, s0.acc: 93.7979, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2405, s1.loss_cls: 0.0858, s1.acc: 93.9872, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1163, s2.loss_cls: 0.0425, s2.acc: 93.8868, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0547, loss: 1.1883 2024-03-10 05:58:46,770 - mmdet - INFO - Epoch [8][3100/7330] lr: 1.342e-05, eta: 3 days, 11:22:38, time: 1.392, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1789, s0.acc: 93.9246, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2433, s1.loss_cls: 0.0834, s1.acc: 94.1180, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1172, s2.loss_cls: 0.0414, s2.acc: 93.9868, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0549, loss: 1.1792 2024-03-10 06:00:04,171 - mmdet - INFO - Epoch [8][3150/7330] lr: 1.342e-05, eta: 3 days, 11:21:49, time: 1.548, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1804, s0.acc: 93.8345, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2483, s1.loss_cls: 0.0850, s1.acc: 94.0150, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1182, s2.loss_cls: 0.0421, s2.acc: 93.9570, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0552, loss: 1.1961 2024-03-10 06:01:11,823 - mmdet - INFO - Epoch [8][3200/7330] lr: 1.342e-05, eta: 3 days, 11:20:22, time: 1.353, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1747, s0.acc: 93.9419, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2436, s1.loss_cls: 0.0830, s1.acc: 94.1175, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1174, s2.loss_cls: 0.0408, s2.acc: 94.1201, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0548, loss: 1.1685 2024-03-10 06:02:21,237 - mmdet - INFO - Epoch [8][3250/7330] lr: 1.342e-05, eta: 3 days, 11:19:02, time: 1.389, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1726, s0.acc: 94.0889, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2387, s1.loss_cls: 0.0817, s1.acc: 94.2460, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1138, s2.loss_cls: 0.0404, s2.acc: 94.1043, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0532, loss: 1.1576 2024-03-10 06:03:31,814 - mmdet - INFO - Epoch [8][3300/7330] lr: 1.342e-05, eta: 3 days, 11:17:46, time: 1.411, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1809, s0.acc: 93.8730, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2398, s1.loss_cls: 0.0864, s1.acc: 93.9646, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1152, s2.loss_cls: 0.0422, s2.acc: 93.9607, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0537, loss: 1.1662 2024-03-10 06:04:44,498 - mmdet - INFO - Epoch [8][3350/7330] lr: 1.342e-05, eta: 3 days, 11:16:38, time: 1.454, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1735, s0.acc: 94.0942, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2469, s1.loss_cls: 0.0811, s1.acc: 94.3249, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1169, s2.loss_cls: 0.0397, s2.acc: 94.2896, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0548, loss: 1.1735 2024-03-10 06:06:00,133 - mmdet - INFO - Epoch [8][3400/7330] lr: 1.342e-05, eta: 3 days, 11:15:42, time: 1.513, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1739, s0.acc: 94.1289, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2466, s1.loss_cls: 0.0824, s1.acc: 94.3020, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1190, s2.loss_cls: 0.0405, s2.acc: 94.2214, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0554, loss: 1.1634 2024-03-10 06:07:13,749 - mmdet - INFO - Epoch [8][3450/7330] lr: 1.342e-05, eta: 3 days, 11:14:38, time: 1.472, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1743, s0.acc: 94.0874, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2437, s1.loss_cls: 0.0826, s1.acc: 94.2429, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1161, s2.loss_cls: 0.0412, s2.acc: 93.9622, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0543, loss: 1.1593 2024-03-10 06:08:23,133 - mmdet - INFO - Epoch [8][3500/7330] lr: 1.342e-05, eta: 3 days, 11:13:17, time: 1.388, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1731, s0.acc: 94.0210, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2480, s1.loss_cls: 0.0818, s1.acc: 94.2829, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1187, s2.loss_cls: 0.0404, s2.acc: 94.2443, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0551, loss: 1.1792 2024-03-10 06:09:33,742 - mmdet - INFO - Epoch [8][3550/7330] lr: 1.342e-05, eta: 3 days, 11:12:02, time: 1.412, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1656, s0.acc: 94.2000, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2402, s1.loss_cls: 0.0790, s1.acc: 94.3296, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1153, s2.loss_cls: 0.0394, s2.acc: 94.2265, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0532, loss: 1.1448 2024-03-10 06:10:44,981 - mmdet - INFO - Epoch [8][3600/7330] lr: 1.342e-05, eta: 3 days, 11:10:49, time: 1.425, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1788, s0.acc: 94.0583, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2485, s1.loss_cls: 0.0834, s1.acc: 94.2181, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1193, s2.loss_cls: 0.0411, s2.acc: 94.1771, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0557, loss: 1.1843 2024-03-10 06:11:57,682 - mmdet - INFO - Epoch [8][3650/7330] lr: 1.342e-05, eta: 3 days, 11:09:41, time: 1.454, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1675, s0.acc: 94.2261, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2328, s1.loss_cls: 0.0790, s1.acc: 94.4536, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1120, s2.loss_cls: 0.0394, s2.acc: 94.3357, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0525, loss: 1.1222 2024-03-10 06:13:12,913 - mmdet - INFO - Epoch [8][3700/7330] lr: 1.342e-05, eta: 3 days, 11:08:43, time: 1.505, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1703, s0.acc: 94.2117, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2422, s1.loss_cls: 0.0813, s1.acc: 94.4021, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1165, s2.loss_cls: 0.0402, s2.acc: 94.2277, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0541, loss: 1.1560 2024-03-10 06:14:27,650 - mmdet - INFO - Epoch [8][3750/7330] lr: 1.342e-05, eta: 3 days, 11:07:43, time: 1.495, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1757, s0.acc: 93.9814, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2526, s1.loss_cls: 0.0842, s1.acc: 94.0878, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1199, s2.loss_cls: 0.0413, s2.acc: 94.0273, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0560, loss: 1.1899 2024-03-10 06:15:40,282 - mmdet - INFO - Epoch [8][3800/7330] lr: 1.342e-05, eta: 3 days, 11:06:35, time: 1.452, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1699, s0.acc: 94.1633, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2439, s1.loss_cls: 0.0811, s1.acc: 94.2821, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1156, s2.loss_cls: 0.0401, s2.acc: 94.1931, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0535, loss: 1.1506 2024-03-10 06:16:59,501 - mmdet - INFO - Epoch [8][3850/7330] lr: 1.342e-05, eta: 3 days, 11:05:52, time: 1.585, data_time: 0.205, memory: 17966, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1726, s0.acc: 93.9849, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2451, s1.loss_cls: 0.0821, s1.acc: 94.2492, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1179, s2.loss_cls: 0.0404, s2.acc: 94.1712, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0546, loss: 1.1752 2024-03-10 06:18:11,846 - mmdet - INFO - Epoch [8][3900/7330] lr: 1.342e-05, eta: 3 days, 11:04:43, time: 1.447, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1597, s0.acc: 94.5225, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2360, s1.loss_cls: 0.0749, s1.acc: 94.8402, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1135, s2.loss_cls: 0.0377, s2.acc: 94.6227, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0526, loss: 1.0857 2024-03-10 06:19:24,164 - mmdet - INFO - Epoch [8][3950/7330] lr: 1.342e-05, eta: 3 days, 11:03:34, time: 1.447, data_time: 0.226, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1558, s0.acc: 94.6025, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2413, s1.loss_cls: 0.0746, s1.acc: 94.7013, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1147, s2.loss_cls: 0.0370, s2.acc: 94.5687, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0537, loss: 1.0902 2024-03-10 06:20:38,079 - mmdet - INFO - Epoch [8][4000/7330] lr: 1.342e-05, eta: 3 days, 11:02:30, time: 1.478, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1850, s0.acc: 93.6648, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2434, s1.loss_cls: 0.0884, s1.acc: 93.8115, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1161, s2.loss_cls: 0.0439, s2.acc: 93.6165, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0542, loss: 1.1943 2024-03-10 06:21:51,214 - mmdet - INFO - Epoch [8][4050/7330] lr: 1.342e-05, eta: 3 days, 11:01:24, time: 1.463, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1725, s0.acc: 94.1626, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2379, s1.loss_cls: 0.0837, s1.acc: 94.1687, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1136, s2.loss_cls: 0.0418, s2.acc: 93.9822, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0526, loss: 1.1479 2024-03-10 06:23:04,430 - mmdet - INFO - Epoch [8][4100/7330] lr: 1.342e-05, eta: 3 days, 11:00:18, time: 1.464, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1798, s0.acc: 93.8040, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2466, s1.loss_cls: 0.0868, s1.acc: 93.9594, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1178, s2.loss_cls: 0.0425, s2.acc: 93.8700, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0547, loss: 1.1897 2024-03-10 06:24:15,292 - mmdet - INFO - Epoch [8][4150/7330] lr: 1.342e-05, eta: 3 days, 10:59:04, time: 1.418, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1692, s0.acc: 94.2354, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2421, s1.loss_cls: 0.0811, s1.acc: 94.2816, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1162, s2.loss_cls: 0.0406, s2.acc: 94.0091, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0544, loss: 1.1468 2024-03-10 06:25:29,742 - mmdet - INFO - Epoch [8][4200/7330] lr: 1.342e-05, eta: 3 days, 10:58:02, time: 1.489, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1755, s0.acc: 94.1050, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2395, s1.loss_cls: 0.0838, s1.acc: 94.2823, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1144, s2.loss_cls: 0.0416, s2.acc: 94.2186, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0532, loss: 1.1510 2024-03-10 06:26:44,958 - mmdet - INFO - Epoch [8][4250/7330] lr: 1.342e-05, eta: 3 days, 10:57:04, time: 1.504, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1724, s0.acc: 94.0488, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2433, s1.loss_cls: 0.0838, s1.acc: 94.0507, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1175, s2.loss_cls: 0.0414, s2.acc: 93.9003, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0543, loss: 1.1704 2024-03-10 06:28:01,544 - mmdet - INFO - Epoch [8][4300/7330] lr: 1.342e-05, eta: 3 days, 10:56:11, time: 1.532, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1789, s0.acc: 93.9229, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2445, s1.loss_cls: 0.0859, s1.acc: 94.0150, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1164, s2.loss_cls: 0.0422, s2.acc: 93.9632, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0542, loss: 1.1808 2024-03-10 06:29:15,863 - mmdet - INFO - Epoch [8][4350/7330] lr: 1.342e-05, eta: 3 days, 10:55:09, time: 1.486, data_time: 0.204, memory: 17966, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1756, s0.acc: 93.9539, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2399, s1.loss_cls: 0.0825, s1.acc: 94.2293, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1159, s2.loss_cls: 0.0413, s2.acc: 93.9974, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0538, loss: 1.1724 2024-03-10 06:30:32,378 - mmdet - INFO - Epoch [8][4400/7330] lr: 1.342e-05, eta: 3 days, 10:54:15, time: 1.530, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1730, s0.acc: 94.0334, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2470, s1.loss_cls: 0.0823, s1.acc: 94.1865, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1184, s2.loss_cls: 0.0410, s2.acc: 93.9982, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0552, loss: 1.1761 2024-03-10 06:31:45,674 - mmdet - INFO - Epoch [8][4450/7330] lr: 1.342e-05, eta: 3 days, 10:53:10, time: 1.466, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1801, s0.acc: 93.7935, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2464, s1.loss_cls: 0.0860, s1.acc: 93.8796, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1176, s2.loss_cls: 0.0425, s2.acc: 93.7456, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0545, loss: 1.1935 2024-03-10 06:32:57,011 - mmdet - INFO - Epoch [8][4500/7330] lr: 1.342e-05, eta: 3 days, 10:51:57, time: 1.427, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1808, s0.acc: 93.7429, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2463, s1.loss_cls: 0.0859, s1.acc: 93.9409, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1186, s2.loss_cls: 0.0425, s2.acc: 93.8106, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0551, loss: 1.1978 2024-03-10 06:34:07,706 - mmdet - INFO - Epoch [8][4550/7330] lr: 1.342e-05, eta: 3 days, 10:50:41, time: 1.414, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1751, s0.acc: 94.0913, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2372, s1.loss_cls: 0.0819, s1.acc: 94.4120, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1148, s2.loss_cls: 0.0394, s2.acc: 94.3757, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0537, loss: 1.1397 2024-03-10 06:35:16,666 - mmdet - INFO - Epoch [8][4600/7330] lr: 1.342e-05, eta: 3 days, 10:49:20, time: 1.379, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1768, s0.acc: 93.9229, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2431, s1.loss_cls: 0.0834, s1.acc: 94.1437, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1177, s2.loss_cls: 0.0409, s2.acc: 94.0645, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0550, loss: 1.1778 2024-03-10 06:36:32,032 - mmdet - INFO - Epoch [8][4650/7330] lr: 1.342e-05, eta: 3 days, 10:48:22, time: 1.507, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1867, s0.acc: 93.6687, s0.loss_bbox: 0.2551, s0.loss_mask: 0.2468, s1.loss_cls: 0.0873, s1.acc: 93.8797, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1191, s2.loss_cls: 0.0429, s2.acc: 93.7962, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0554, loss: 1.2187 2024-03-10 06:37:46,794 - mmdet - INFO - Epoch [8][4700/7330] lr: 1.342e-05, eta: 3 days, 10:47:21, time: 1.495, data_time: 0.210, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1764, s0.acc: 93.9856, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2441, s1.loss_cls: 0.0830, s1.acc: 94.1867, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1169, s2.loss_cls: 0.0409, s2.acc: 94.0916, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0546, loss: 1.1720 2024-03-10 06:38:57,665 - mmdet - INFO - Epoch [8][4750/7330] lr: 1.342e-05, eta: 3 days, 10:46:07, time: 1.417, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1716, s0.acc: 94.1746, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2396, s1.loss_cls: 0.0819, s1.acc: 94.3701, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1162, s2.loss_cls: 0.0410, s2.acc: 94.1609, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0549, loss: 1.1482 2024-03-10 06:40:11,175 - mmdet - INFO - Epoch [8][4800/7330] lr: 1.342e-05, eta: 3 days, 10:45:02, time: 1.470, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1733, s0.acc: 94.1650, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2394, s1.loss_cls: 0.0826, s1.acc: 94.3496, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1154, s2.loss_cls: 0.0409, s2.acc: 94.2685, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0540, loss: 1.1420 2024-03-10 06:41:25,727 - mmdet - INFO - Epoch [8][4850/7330] lr: 1.342e-05, eta: 3 days, 10:44:00, time: 1.491, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1731, s0.acc: 94.0317, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2485, s1.loss_cls: 0.0816, s1.acc: 94.2210, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1199, s2.loss_cls: 0.0409, s2.acc: 94.0893, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0560, loss: 1.1937 2024-03-10 06:42:40,528 - mmdet - INFO - Epoch [8][4900/7330] lr: 1.342e-05, eta: 3 days, 10:43:00, time: 1.496, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1749, s0.acc: 94.0869, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2438, s1.loss_cls: 0.0824, s1.acc: 94.3070, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1182, s2.loss_cls: 0.0415, s2.acc: 94.0893, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0556, loss: 1.1755 2024-03-10 06:43:50,911 - mmdet - INFO - Epoch [8][4950/7330] lr: 1.342e-05, eta: 3 days, 10:41:44, time: 1.408, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1866, s0.acc: 93.6340, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2507, s1.loss_cls: 0.0892, s1.acc: 93.7619, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1206, s2.loss_cls: 0.0441, s2.acc: 93.6254, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0563, loss: 1.2245 2024-03-10 06:44:59,310 - mmdet - INFO - Epoch [8][5000/7330] lr: 1.342e-05, eta: 3 days, 10:40:20, time: 1.368, data_time: 0.206, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1812, s0.acc: 93.8525, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2418, s1.loss_cls: 0.0854, s1.acc: 94.0548, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1160, s2.loss_cls: 0.0421, s2.acc: 94.0039, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0544, loss: 1.1831 2024-03-10 06:46:10,891 - mmdet - INFO - Epoch [8][5050/7330] lr: 1.342e-05, eta: 3 days, 10:39:08, time: 1.432, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1856, s0.acc: 93.7698, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2412, s1.loss_cls: 0.0871, s1.acc: 93.9719, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1157, s2.loss_cls: 0.0432, s2.acc: 93.8313, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0539, loss: 1.1904 2024-03-10 06:47:22,478 - mmdet - INFO - Epoch [8][5100/7330] lr: 1.342e-05, eta: 3 days, 10:37:56, time: 1.432, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1873, s0.acc: 93.5920, s0.loss_bbox: 0.2555, s0.loss_mask: 0.2461, s1.loss_cls: 0.0878, s1.acc: 93.8310, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1178, s2.loss_cls: 0.0429, s2.acc: 93.7882, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0548, loss: 1.2178 2024-03-10 06:48:37,511 - mmdet - INFO - Epoch [8][5150/7330] lr: 1.342e-05, eta: 3 days, 10:36:56, time: 1.501, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1923, s0.acc: 93.4209, s0.loss_bbox: 0.2594, s0.loss_mask: 0.2518, s1.loss_cls: 0.0907, s1.acc: 93.6596, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1217, s2.loss_cls: 0.0440, s2.acc: 93.6538, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0562, loss: 1.2467 2024-03-10 06:49:50,849 - mmdet - INFO - Epoch [8][5200/7330] lr: 1.342e-05, eta: 3 days, 10:35:51, time: 1.467, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1832, s0.acc: 93.8406, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2464, s1.loss_cls: 0.0864, s1.acc: 94.0364, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1184, s2.loss_cls: 0.0430, s2.acc: 93.8870, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0548, loss: 1.1920 2024-03-10 06:51:04,320 - mmdet - INFO - Epoch [8][5250/7330] lr: 1.342e-05, eta: 3 days, 10:34:45, time: 1.469, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1916, s0.acc: 93.5671, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2472, s1.loss_cls: 0.0908, s1.acc: 93.6746, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1190, s2.loss_cls: 0.0450, s2.acc: 93.5486, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0557, loss: 1.2307 2024-03-10 06:52:16,847 - mmdet - INFO - Epoch [8][5300/7330] lr: 1.342e-05, eta: 3 days, 10:33:37, time: 1.451, data_time: 0.205, memory: 17966, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1801, s0.acc: 93.9341, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2429, s1.loss_cls: 0.0843, s1.acc: 94.1860, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1172, s2.loss_cls: 0.0421, s2.acc: 94.1134, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0548, loss: 1.1791 2024-03-10 06:53:25,870 - mmdet - INFO - Epoch [8][5350/7330] lr: 1.342e-05, eta: 3 days, 10:32:15, time: 1.380, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1813, s0.acc: 93.7671, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2456, s1.loss_cls: 0.0858, s1.acc: 94.0123, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1182, s2.loss_cls: 0.0418, s2.acc: 93.9743, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0552, loss: 1.1971 2024-03-10 06:54:34,735 - mmdet - INFO - Epoch [8][5400/7330] lr: 1.342e-05, eta: 3 days, 10:30:53, time: 1.377, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1737, s0.acc: 93.9976, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2425, s1.loss_cls: 0.0832, s1.acc: 94.1920, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1164, s2.loss_cls: 0.0414, s2.acc: 94.0101, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0542, loss: 1.1643 2024-03-10 06:55:48,928 - mmdet - INFO - Epoch [8][5450/7330] lr: 1.342e-05, eta: 3 days, 10:29:51, time: 1.484, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1798, s0.acc: 93.9170, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2412, s1.loss_cls: 0.0853, s1.acc: 94.1056, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1150, s2.loss_cls: 0.0417, s2.acc: 94.0597, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0536, loss: 1.1831 2024-03-10 06:56:58,403 - mmdet - INFO - Epoch [8][5500/7330] lr: 1.342e-05, eta: 3 days, 10:28:31, time: 1.389, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1860, s0.acc: 93.7500, s0.loss_bbox: 0.2568, s0.loss_mask: 0.2503, s1.loss_cls: 0.0878, s1.acc: 93.8596, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1200, s2.loss_cls: 0.0435, s2.acc: 93.7840, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0556, loss: 1.2235 2024-03-10 06:58:06,791 - mmdet - INFO - Epoch [8][5550/7330] lr: 1.342e-05, eta: 3 days, 10:27:07, time: 1.368, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1835, s0.acc: 93.7256, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2466, s1.loss_cls: 0.0866, s1.acc: 93.9935, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1183, s2.loss_cls: 0.0424, s2.acc: 93.8947, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0548, loss: 1.2107 2024-03-10 06:59:21,008 - mmdet - INFO - Epoch [8][5600/7330] lr: 1.342e-05, eta: 3 days, 10:26:05, time: 1.484, data_time: 0.226, memory: 17966, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1700, s0.acc: 94.1628, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2374, s1.loss_cls: 0.0817, s1.acc: 94.1857, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1148, s2.loss_cls: 0.0403, s2.acc: 94.0978, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0537, loss: 1.1426 2024-03-10 07:00:28,729 - mmdet - INFO - Epoch [8][5650/7330] lr: 1.342e-05, eta: 3 days, 10:24:39, time: 1.354, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1762, s0.acc: 93.9399, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2475, s1.loss_cls: 0.0828, s1.acc: 94.1087, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1177, s2.loss_cls: 0.0412, s2.acc: 93.9725, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0545, loss: 1.1785 2024-03-10 07:01:43,471 - mmdet - INFO - Epoch [8][5700/7330] lr: 1.342e-05, eta: 3 days, 10:23:38, time: 1.495, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1864, s0.acc: 93.6702, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2439, s1.loss_cls: 0.0896, s1.acc: 93.7542, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1167, s2.loss_cls: 0.0439, s2.acc: 93.7044, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0539, loss: 1.2144 2024-03-10 07:02:54,513 - mmdet - INFO - Epoch [8][5750/7330] lr: 1.342e-05, eta: 3 days, 10:22:24, time: 1.421, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1742, s0.acc: 93.9421, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2431, s1.loss_cls: 0.0835, s1.acc: 94.0235, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1177, s2.loss_cls: 0.0416, s2.acc: 93.9666, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0550, loss: 1.1749 2024-03-10 07:04:12,944 - mmdet - INFO - Epoch [8][5800/7330] lr: 1.342e-05, eta: 3 days, 10:21:37, time: 1.569, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1874, s0.acc: 93.6040, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2479, s1.loss_cls: 0.0883, s1.acc: 93.8801, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1184, s2.loss_cls: 0.0439, s2.acc: 93.8012, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0554, loss: 1.2233 2024-03-10 07:05:24,323 - mmdet - INFO - Epoch [8][5850/7330] lr: 1.342e-05, eta: 3 days, 10:20:24, time: 1.428, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1768, s0.acc: 93.9417, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2447, s1.loss_cls: 0.0819, s1.acc: 94.2819, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1181, s2.loss_cls: 0.0406, s2.acc: 94.1444, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0552, loss: 1.1894 2024-03-10 07:06:38,737 - mmdet - INFO - Epoch [8][5900/7330] lr: 1.342e-05, eta: 3 days, 10:19:22, time: 1.488, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1791, s0.acc: 93.8003, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2439, s1.loss_cls: 0.0853, s1.acc: 93.9580, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1173, s2.loss_cls: 0.0418, s2.acc: 93.8715, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0546, loss: 1.1840 2024-03-10 07:07:50,748 - mmdet - INFO - Epoch [8][5950/7330] lr: 1.342e-05, eta: 3 days, 10:18:11, time: 1.440, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1812, s0.acc: 93.8093, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2474, s1.loss_cls: 0.0859, s1.acc: 93.9238, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1200, s2.loss_cls: 0.0425, s2.acc: 93.7562, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0556, loss: 1.1886 2024-03-10 07:09:01,609 - mmdet - INFO - Epoch [8][6000/7330] lr: 1.342e-05, eta: 3 days, 10:16:57, time: 1.417, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1714, s0.acc: 94.1301, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2443, s1.loss_cls: 0.0812, s1.acc: 94.3252, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1175, s2.loss_cls: 0.0400, s2.acc: 94.1998, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0548, loss: 1.1531 2024-03-10 07:10:14,166 - mmdet - INFO - Epoch [8][6050/7330] lr: 1.342e-05, eta: 3 days, 10:15:48, time: 1.451, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1835, s0.acc: 93.8013, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2496, s1.loss_cls: 0.0864, s1.acc: 93.9505, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1202, s2.loss_cls: 0.0420, s2.acc: 93.9085, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0561, loss: 1.2076 2024-03-10 07:11:27,039 - mmdet - INFO - Epoch [8][6100/7330] lr: 1.342e-05, eta: 3 days, 10:14:40, time: 1.457, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1693, s0.acc: 94.2349, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2424, s1.loss_cls: 0.0799, s1.acc: 94.4084, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1161, s2.loss_cls: 0.0397, s2.acc: 94.2872, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0537, loss: 1.1496 2024-03-10 07:12:38,599 - mmdet - INFO - Epoch [8][6150/7330] lr: 1.342e-05, eta: 3 days, 10:13:28, time: 1.431, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1742, s0.acc: 94.0908, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2454, s1.loss_cls: 0.0816, s1.acc: 94.3237, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1173, s2.loss_cls: 0.0409, s2.acc: 94.1387, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0544, loss: 1.1657 2024-03-10 07:13:48,625 - mmdet - INFO - Epoch [8][6200/7330] lr: 1.342e-05, eta: 3 days, 10:12:10, time: 1.400, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1729, s0.acc: 94.0637, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2462, s1.loss_cls: 0.0817, s1.acc: 94.2256, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1185, s2.loss_cls: 0.0408, s2.acc: 94.0694, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0547, loss: 1.1635 2024-03-10 07:14:58,977 - mmdet - INFO - Epoch [8][6250/7330] lr: 1.342e-05, eta: 3 days, 10:10:54, time: 1.407, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1720, s0.acc: 94.1211, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2465, s1.loss_cls: 0.0817, s1.acc: 94.3027, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1183, s2.loss_cls: 0.0406, s2.acc: 94.1569, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0551, loss: 1.1589 2024-03-10 07:16:12,519 - mmdet - INFO - Epoch [8][6300/7330] lr: 1.342e-05, eta: 3 days, 10:09:49, time: 1.471, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1865, s0.acc: 93.6941, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2487, s1.loss_cls: 0.0883, s1.acc: 93.8886, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1179, s2.loss_cls: 0.0434, s2.acc: 93.8539, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0545, loss: 1.2141 2024-03-10 07:17:27,118 - mmdet - INFO - Epoch [8][6350/7330] lr: 1.342e-05, eta: 3 days, 10:08:48, time: 1.492, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1775, s0.acc: 93.9626, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2431, s1.loss_cls: 0.0827, s1.acc: 94.1785, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1166, s2.loss_cls: 0.0402, s2.acc: 94.1609, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0545, loss: 1.1796 2024-03-10 07:18:37,796 - mmdet - INFO - Epoch [8][6400/7330] lr: 1.342e-05, eta: 3 days, 10:07:32, time: 1.414, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1794, s0.acc: 93.8083, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2492, s1.loss_cls: 0.0854, s1.acc: 93.9488, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1193, s2.loss_cls: 0.0425, s2.acc: 93.8401, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0556, loss: 1.1979 2024-03-10 07:19:49,897 - mmdet - INFO - Epoch [8][6450/7330] lr: 1.342e-05, eta: 3 days, 10:06:22, time: 1.442, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1857, s0.acc: 93.7866, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2480, s1.loss_cls: 0.0880, s1.acc: 93.9344, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1204, s2.loss_cls: 0.0431, s2.acc: 93.8605, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0563, loss: 1.2046 2024-03-10 07:21:02,565 - mmdet - INFO - Epoch [8][6500/7330] lr: 1.342e-05, eta: 3 days, 10:05:14, time: 1.453, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1898, s0.acc: 93.6318, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2416, s1.loss_cls: 0.0888, s1.acc: 93.9192, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1165, s2.loss_cls: 0.0438, s2.acc: 93.7588, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0545, loss: 1.2130 2024-03-10 07:22:14,123 - mmdet - INFO - Epoch [8][6550/7330] lr: 1.342e-05, eta: 3 days, 10:04:01, time: 1.431, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1743, s0.acc: 94.1458, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2434, s1.loss_cls: 0.0827, s1.acc: 94.2321, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1178, s2.loss_cls: 0.0411, s2.acc: 94.1031, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0550, loss: 1.1654 2024-03-10 07:23:28,740 - mmdet - INFO - Epoch [8][6600/7330] lr: 1.342e-05, eta: 3 days, 10:03:00, time: 1.492, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1718, s0.acc: 94.2542, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2417, s1.loss_cls: 0.0804, s1.acc: 94.4667, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1161, s2.loss_cls: 0.0397, s2.acc: 94.3904, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0540, loss: 1.1444 2024-03-10 07:24:43,375 - mmdet - INFO - Epoch [8][6650/7330] lr: 1.342e-05, eta: 3 days, 10:01:59, time: 1.493, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1769, s0.acc: 93.9678, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2498, s1.loss_cls: 0.0836, s1.acc: 94.0779, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1195, s2.loss_cls: 0.0416, s2.acc: 93.9517, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0554, loss: 1.1890 2024-03-10 07:25:55,208 - mmdet - INFO - Epoch [8][6700/7330] lr: 1.342e-05, eta: 3 days, 10:00:48, time: 1.437, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1791, s0.acc: 93.7937, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2418, s1.loss_cls: 0.0853, s1.acc: 93.9336, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1169, s2.loss_cls: 0.0420, s2.acc: 93.8678, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0547, loss: 1.1882 2024-03-10 07:27:08,312 - mmdet - INFO - Epoch [8][6750/7330] lr: 1.342e-05, eta: 3 days, 9:59:41, time: 1.462, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1849, s0.acc: 93.7126, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2472, s1.loss_cls: 0.0881, s1.acc: 93.8872, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1183, s2.loss_cls: 0.0427, s2.acc: 93.9090, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0548, loss: 1.2091 2024-03-10 07:28:16,548 - mmdet - INFO - Epoch [8][6800/7330] lr: 1.342e-05, eta: 3 days, 9:58:17, time: 1.365, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1749, s0.acc: 93.9792, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2462, s1.loss_cls: 0.0829, s1.acc: 94.2046, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1170, s2.loss_cls: 0.0408, s2.acc: 94.0948, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0542, loss: 1.1749 2024-03-10 07:29:27,729 - mmdet - INFO - Epoch [8][6850/7330] lr: 1.342e-05, eta: 3 days, 9:57:03, time: 1.424, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1732, s0.acc: 94.1169, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2374, s1.loss_cls: 0.0816, s1.acc: 94.3651, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1129, s2.loss_cls: 0.0401, s2.acc: 94.3273, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0525, loss: 1.1492 2024-03-10 07:30:41,030 - mmdet - INFO - Epoch [8][6900/7330] lr: 1.342e-05, eta: 3 days, 9:55:57, time: 1.466, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1603, s0.acc: 94.5269, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2436, s1.loss_cls: 0.0751, s1.acc: 94.7194, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1151, s2.loss_cls: 0.0376, s2.acc: 94.5667, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0541, loss: 1.1146 2024-03-10 07:31:52,432 - mmdet - INFO - Epoch [8][6950/7330] lr: 1.342e-05, eta: 3 days, 9:54:44, time: 1.428, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1778, s0.acc: 94.0159, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2480, s1.loss_cls: 0.0851, s1.acc: 94.1186, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1174, s2.loss_cls: 0.0419, s2.acc: 94.0143, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0545, loss: 1.1641 2024-03-10 07:33:03,792 - mmdet - INFO - Epoch [8][7000/7330] lr: 1.342e-05, eta: 3 days, 9:53:31, time: 1.427, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1777, s0.acc: 93.9099, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2429, s1.loss_cls: 0.0849, s1.acc: 94.0300, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1152, s2.loss_cls: 0.0423, s2.acc: 93.8958, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0537, loss: 1.1717 2024-03-10 07:34:18,453 - mmdet - INFO - Epoch [8][7050/7330] lr: 1.342e-05, eta: 3 days, 9:52:30, time: 1.493, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1784, s0.acc: 93.9705, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2385, s1.loss_cls: 0.0852, s1.acc: 94.1178, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1143, s2.loss_cls: 0.0417, s2.acc: 94.0249, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0530, loss: 1.1685 2024-03-10 07:35:33,985 - mmdet - INFO - Epoch [8][7100/7330] lr: 1.342e-05, eta: 3 days, 9:51:32, time: 1.511, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1826, s0.acc: 93.7598, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2453, s1.loss_cls: 0.0880, s1.acc: 93.8231, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1161, s2.loss_cls: 0.0435, s2.acc: 93.6414, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0534, loss: 1.1893 2024-03-10 07:36:46,479 - mmdet - INFO - Epoch [8][7150/7330] lr: 1.342e-05, eta: 3 days, 9:50:23, time: 1.450, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1751, s0.acc: 94.0039, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2473, s1.loss_cls: 0.0832, s1.acc: 94.1043, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1182, s2.loss_cls: 0.0409, s2.acc: 94.0495, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0551, loss: 1.1775 2024-03-10 07:38:02,358 - mmdet - INFO - Epoch [8][7200/7330] lr: 1.342e-05, eta: 3 days, 9:49:26, time: 1.518, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1802, s0.acc: 93.8508, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2481, s1.loss_cls: 0.0858, s1.acc: 93.9947, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1175, s2.loss_cls: 0.0424, s2.acc: 93.9260, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0540, loss: 1.1910 2024-03-10 07:39:12,035 - mmdet - INFO - Epoch [8][7250/7330] lr: 1.342e-05, eta: 3 days, 9:48:07, time: 1.394, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1773, s0.acc: 93.9265, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2419, s1.loss_cls: 0.0858, s1.acc: 93.9470, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1160, s2.loss_cls: 0.0427, s2.acc: 93.8568, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0537, loss: 1.1633 2024-03-10 07:40:21,821 - mmdet - INFO - Epoch [8][7300/7330] lr: 1.342e-05, eta: 3 days, 9:46:48, time: 1.396, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1840, s0.acc: 93.7864, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2446, s1.loss_cls: 0.0872, s1.acc: 93.9392, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1172, s2.loss_cls: 0.0434, s2.acc: 93.8062, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0544, loss: 1.1948 2024-03-10 07:41:01,573 - mmdet - INFO - Saving checkpoint at 8 epochs 2024-03-10 07:46:44,768 - mmdet - INFO - Evaluating bbox... 2024-03-10 07:47:20,421 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.464 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.650 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.502 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.296 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 ] = 0.615 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.606 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.606 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.606 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.422 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.760 2024-03-10 07:47:20,421 - mmdet - INFO - Evaluating segm... 2024-03-10 07:47:57,656 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.404 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.624 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.433 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.210 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.435 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 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.344 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.694 2024-03-10 07:47:58,258 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-10 07:47:58,259 - mmdet - INFO - Epoch(val) [8][1250] bbox_mAP: 0.4640, bbox_mAP_50: 0.6500, bbox_mAP_75: 0.5020, bbox_mAP_s: 0.2960, bbox_mAP_m: 0.5060, bbox_mAP_l: 0.6150, bbox_mAP_copypaste: 0.464 0.650 0.502 0.296 0.506 0.615, segm_mAP: 0.4040, segm_mAP_50: 0.6240, segm_mAP_75: 0.4330, segm_mAP_s: 0.2100, segm_mAP_m: 0.4350, segm_mAP_l: 0.5900, segm_mAP_copypaste: 0.404 0.624 0.433 0.210 0.435 0.590 2024-03-10 07:49:20,289 - mmdet - INFO - Epoch [9][50/7330] lr: 1.342e-05, eta: 3 days, 9:42:59, time: 1.638, data_time: 0.243, memory: 17966, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1827, s0.acc: 93.6221, s0.loss_bbox: 0.2536, s0.loss_mask: 0.2477, s1.loss_cls: 0.0868, s1.acc: 93.7843, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1185, s2.loss_cls: 0.0435, s2.acc: 93.5843, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0549, loss: 1.2175 2024-03-10 07:50:34,898 - mmdet - INFO - Epoch [9][100/7330] lr: 1.342e-05, eta: 3 days, 9:41:58, time: 1.492, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1774, s0.acc: 94.0056, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2404, s1.loss_cls: 0.0843, s1.acc: 94.1031, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1168, s2.loss_cls: 0.0422, s2.acc: 93.9224, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0547, loss: 1.1731 2024-03-10 07:51:45,145 - mmdet - INFO - Epoch [9][150/7330] lr: 1.342e-05, eta: 3 days, 9:40:41, time: 1.405, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1713, s0.acc: 94.1567, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2422, s1.loss_cls: 0.0817, s1.acc: 94.3269, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1164, s2.loss_cls: 0.0404, s2.acc: 94.1839, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0544, loss: 1.1429 2024-03-10 07:52:56,603 - mmdet - INFO - Epoch [9][200/7330] lr: 1.342e-05, eta: 3 days, 9:39:28, time: 1.429, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1723, s0.acc: 93.9683, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2368, s1.loss_cls: 0.0824, s1.acc: 94.1462, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1131, s2.loss_cls: 0.0410, s2.acc: 94.0213, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0529, loss: 1.1482 2024-03-10 07:54:08,179 - mmdet - INFO - Epoch [9][250/7330] lr: 1.342e-05, eta: 3 days, 9:38:16, time: 1.431, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1834, s0.acc: 93.7358, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2401, s1.loss_cls: 0.0861, s1.acc: 94.0831, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1158, s2.loss_cls: 0.0427, s2.acc: 93.8790, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0544, loss: 1.1985 2024-03-10 07:55:18,697 - mmdet - INFO - Epoch [9][300/7330] lr: 1.342e-05, eta: 3 days, 9:37:01, time: 1.410, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1809, s0.acc: 93.7915, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2438, s1.loss_cls: 0.0866, s1.acc: 93.8915, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1168, s2.loss_cls: 0.0426, s2.acc: 93.8487, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0547, loss: 1.1810 2024-03-10 07:56:30,125 - mmdet - INFO - Epoch [9][350/7330] lr: 1.342e-05, eta: 3 days, 9:35:48, time: 1.429, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1999, s0.acc: 93.2373, s0.loss_bbox: 0.2616, s0.loss_mask: 0.2537, s1.loss_cls: 0.0943, s1.acc: 93.4378, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1218, s2.loss_cls: 0.0457, s2.acc: 93.4722, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0565, loss: 1.2675 2024-03-10 07:57:46,049 - mmdet - INFO - Epoch [9][400/7330] lr: 1.342e-05, eta: 3 days, 9:34:51, time: 1.518, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1848, s0.acc: 93.7881, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2453, s1.loss_cls: 0.0892, s1.acc: 93.8826, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1181, s2.loss_cls: 0.0441, s2.acc: 93.7178, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0550, loss: 1.2105 2024-03-10 07:58:56,276 - mmdet - INFO - Epoch [9][450/7330] lr: 1.342e-05, eta: 3 days, 9:33:34, time: 1.405, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1794, s0.acc: 93.8843, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2382, s1.loss_cls: 0.0844, s1.acc: 94.1074, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1146, s2.loss_cls: 0.0419, s2.acc: 94.0135, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0535, loss: 1.1739 2024-03-10 08:00:05,218 - mmdet - INFO - Epoch [9][500/7330] lr: 1.342e-05, eta: 3 days, 9:32:13, time: 1.379, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1914, s0.acc: 93.5247, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2479, s1.loss_cls: 0.0902, s1.acc: 93.7601, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1200, s2.loss_cls: 0.0440, s2.acc: 93.7046, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0556, loss: 1.2207 2024-03-10 08:01:14,497 - mmdet - INFO - Epoch [9][550/7330] lr: 1.342e-05, eta: 3 days, 9:30:53, time: 1.386, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1733, s0.acc: 94.1128, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2456, s1.loss_cls: 0.0825, s1.acc: 94.2851, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1176, s2.loss_cls: 0.0411, s2.acc: 94.1044, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0540, loss: 1.1546 2024-03-10 08:02:23,177 - mmdet - INFO - Epoch [9][600/7330] lr: 1.342e-05, eta: 3 days, 9:29:31, time: 1.374, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1891, s0.acc: 93.6746, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2495, s1.loss_cls: 0.0893, s1.acc: 93.8606, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1192, s2.loss_cls: 0.0439, s2.acc: 93.8446, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0555, loss: 1.2145 2024-03-10 08:03:38,025 - mmdet - INFO - Epoch [9][650/7330] lr: 1.342e-05, eta: 3 days, 9:28:30, time: 1.497, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1876, s0.acc: 93.6609, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2466, s1.loss_cls: 0.0883, s1.acc: 93.9011, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1175, s2.loss_cls: 0.0433, s2.acc: 93.7809, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0548, loss: 1.2150 2024-03-10 08:04:51,726 - mmdet - INFO - Epoch [9][700/7330] lr: 1.342e-05, eta: 3 days, 9:27:25, time: 1.474, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1848, s0.acc: 93.7205, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2429, s1.loss_cls: 0.0874, s1.acc: 93.9127, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1172, s2.loss_cls: 0.0430, s2.acc: 93.8154, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0549, loss: 1.1936 2024-03-10 08:06:02,676 - mmdet - INFO - Epoch [9][750/7330] lr: 1.342e-05, eta: 3 days, 9:26:11, time: 1.419, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1883, s0.acc: 93.5710, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2472, s1.loss_cls: 0.0889, s1.acc: 93.7250, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1183, s2.loss_cls: 0.0437, s2.acc: 93.7055, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0551, loss: 1.2170 2024-03-10 08:07:16,221 - mmdet - INFO - Epoch [9][800/7330] lr: 1.342e-05, eta: 3 days, 9:25:06, time: 1.471, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1825, s0.acc: 93.6982, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2394, s1.loss_cls: 0.0868, s1.acc: 93.9038, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1153, s2.loss_cls: 0.0425, s2.acc: 93.8531, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0539, loss: 1.1942 2024-03-10 08:08:28,276 - mmdet - INFO - Epoch [9][850/7330] lr: 1.342e-05, eta: 3 days, 9:23:56, time: 1.441, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1751, s0.acc: 94.0525, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2395, s1.loss_cls: 0.0822, s1.acc: 94.2480, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1154, s2.loss_cls: 0.0406, s2.acc: 94.1257, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0541, loss: 1.1604 2024-03-10 08:09:39,676 - mmdet - INFO - Epoch [9][900/7330] lr: 1.342e-05, eta: 3 days, 9:22:43, time: 1.428, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1791, s0.acc: 93.9878, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2406, s1.loss_cls: 0.0846, s1.acc: 94.1471, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1166, s2.loss_cls: 0.0416, s2.acc: 94.0935, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0542, loss: 1.1653 2024-03-10 08:10:53,498 - mmdet - INFO - Epoch [9][950/7330] lr: 1.342e-05, eta: 3 days, 9:21:39, time: 1.476, data_time: 0.201, memory: 17966, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1918, s0.acc: 93.3513, s0.loss_bbox: 0.2612, s0.loss_mask: 0.2518, s1.loss_cls: 0.0904, s1.acc: 93.5259, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1206, s2.loss_cls: 0.0443, s2.acc: 93.5685, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0560, loss: 1.2462 2024-03-10 08:12:07,837 - mmdet - INFO - Epoch [9][1000/7330] lr: 1.342e-05, eta: 3 days, 9:20:36, time: 1.487, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1762, s0.acc: 93.9402, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2399, s1.loss_cls: 0.0827, s1.acc: 94.1754, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1160, s2.loss_cls: 0.0407, s2.acc: 94.0992, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0542, loss: 1.1627 2024-03-10 08:13:20,739 - mmdet - INFO - Epoch [9][1050/7330] lr: 1.342e-05, eta: 3 days, 9:19:28, time: 1.458, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1883, s0.acc: 93.5845, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2418, s1.loss_cls: 0.0898, s1.acc: 93.7328, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1168, s2.loss_cls: 0.0444, s2.acc: 93.6526, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0545, loss: 1.2142 2024-03-10 08:14:30,539 - mmdet - INFO - Epoch [9][1100/7330] lr: 1.342e-05, eta: 3 days, 9:18:10, time: 1.396, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1696, s0.acc: 94.2664, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2345, s1.loss_cls: 0.0799, s1.acc: 94.4677, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1133, s2.loss_cls: 0.0399, s2.acc: 94.2977, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0526, loss: 1.1305 2024-03-10 08:15:43,916 - mmdet - INFO - Epoch [9][1150/7330] lr: 1.342e-05, eta: 3 days, 9:17:04, time: 1.468, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1830, s0.acc: 93.7710, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2460, s1.loss_cls: 0.0876, s1.acc: 93.9258, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1168, s2.loss_cls: 0.0436, s2.acc: 93.8082, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0540, loss: 1.1973 2024-03-10 08:16:57,363 - mmdet - INFO - Epoch [9][1200/7330] lr: 1.342e-05, eta: 3 days, 9:15:59, time: 1.469, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1852, s0.acc: 93.5991, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2420, s1.loss_cls: 0.0897, s1.acc: 93.6413, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1159, s2.loss_cls: 0.0444, s2.acc: 93.5190, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0537, loss: 1.1933 2024-03-10 08:18:10,035 - mmdet - INFO - Epoch [9][1250/7330] lr: 1.342e-05, eta: 3 days, 9:14:50, time: 1.453, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1755, s0.acc: 93.9390, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2481, s1.loss_cls: 0.0843, s1.acc: 94.0627, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1188, s2.loss_cls: 0.0417, s2.acc: 93.9562, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0557, loss: 1.1827 2024-03-10 08:19:22,223 - mmdet - INFO - Epoch [9][1300/7330] lr: 1.342e-05, eta: 3 days, 9:13:40, time: 1.444, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1820, s0.acc: 93.6885, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2507, s1.loss_cls: 0.0879, s1.acc: 93.7634, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1199, s2.loss_cls: 0.0434, s2.acc: 93.7213, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0557, loss: 1.2095 2024-03-10 08:20:38,485 - mmdet - INFO - Epoch [9][1350/7330] lr: 1.342e-05, eta: 3 days, 9:12:44, time: 1.525, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1767, s0.acc: 93.9104, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2410, s1.loss_cls: 0.0843, s1.acc: 94.0780, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1168, s2.loss_cls: 0.0428, s2.acc: 93.8471, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0547, loss: 1.1767 2024-03-10 08:21:48,068 - mmdet - INFO - Epoch [9][1400/7330] lr: 1.342e-05, eta: 3 days, 9:11:25, time: 1.392, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1683, s0.acc: 94.2053, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2404, s1.loss_cls: 0.0807, s1.acc: 94.3263, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1156, s2.loss_cls: 0.0397, s2.acc: 94.2091, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0536, loss: 1.1455 2024-03-10 08:23:02,543 - mmdet - INFO - Epoch [9][1450/7330] lr: 1.342e-05, eta: 3 days, 9:10:23, time: 1.489, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1769, s0.acc: 94.0056, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2424, s1.loss_cls: 0.0845, s1.acc: 94.1202, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1167, s2.loss_cls: 0.0418, s2.acc: 93.9551, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0544, loss: 1.1727 2024-03-10 08:24:15,828 - mmdet - INFO - Epoch [9][1500/7330] lr: 1.342e-05, eta: 3 days, 9:09:17, time: 1.466, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1800, s0.acc: 93.8459, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2442, s1.loss_cls: 0.0848, s1.acc: 93.9822, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1168, s2.loss_cls: 0.0419, s2.acc: 93.9468, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0541, loss: 1.1854 2024-03-10 08:25:27,238 - mmdet - INFO - Epoch [9][1550/7330] lr: 1.342e-05, eta: 3 days, 9:08:04, time: 1.428, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1725, s0.acc: 94.0210, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2381, s1.loss_cls: 0.0835, s1.acc: 94.0597, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1127, s2.loss_cls: 0.0412, s2.acc: 93.9842, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0523, loss: 1.1513 2024-03-10 08:26:38,929 - mmdet - INFO - Epoch [9][1600/7330] lr: 1.342e-05, eta: 3 days, 9:06:52, time: 1.434, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1824, s0.acc: 93.7446, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2384, s1.loss_cls: 0.0871, s1.acc: 93.9112, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1141, s2.loss_cls: 0.0436, s2.acc: 93.7127, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0532, loss: 1.1757 2024-03-10 08:27:53,153 - mmdet - INFO - Epoch [9][1650/7330] lr: 1.342e-05, eta: 3 days, 9:05:49, time: 1.484, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1758, s0.acc: 93.8979, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2449, s1.loss_cls: 0.0848, s1.acc: 93.9712, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1167, s2.loss_cls: 0.0419, s2.acc: 93.9449, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0542, loss: 1.1700 2024-03-10 08:29:05,674 - mmdet - INFO - Epoch [9][1700/7330] lr: 1.342e-05, eta: 3 days, 9:04:40, time: 1.450, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1768, s0.acc: 94.0518, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2431, s1.loss_cls: 0.0844, s1.acc: 94.1839, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1157, s2.loss_cls: 0.0417, s2.acc: 94.1556, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0536, loss: 1.1652 2024-03-10 08:30:16,342 - mmdet - INFO - Epoch [9][1750/7330] lr: 1.342e-05, eta: 3 days, 9:03:25, time: 1.413, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1739, s0.acc: 93.9392, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2413, s1.loss_cls: 0.0834, s1.acc: 94.1388, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1150, s2.loss_cls: 0.0409, s2.acc: 94.1512, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0532, loss: 1.1558 2024-03-10 08:31:29,355 - mmdet - INFO - Epoch [9][1800/7330] lr: 1.342e-05, eta: 3 days, 9:02:18, time: 1.460, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1649, s0.acc: 94.2771, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2362, s1.loss_cls: 0.0792, s1.acc: 94.2494, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1139, s2.loss_cls: 0.0387, s2.acc: 94.2855, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0534, loss: 1.1328 2024-03-10 08:32:42,210 - mmdet - INFO - Epoch [9][1850/7330] lr: 1.342e-05, eta: 3 days, 9:01:10, time: 1.457, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1684, s0.acc: 94.2317, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2403, s1.loss_cls: 0.0801, s1.acc: 94.3280, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1148, s2.loss_cls: 0.0401, s2.acc: 94.1485, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0534, loss: 1.1407 2024-03-10 08:33:55,732 - mmdet - INFO - Epoch [9][1900/7330] lr: 1.342e-05, eta: 3 days, 9:00:04, time: 1.471, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1675, s0.acc: 94.1543, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2396, s1.loss_cls: 0.0803, s1.acc: 94.2530, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1154, s2.loss_cls: 0.0408, s2.acc: 93.9980, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0535, loss: 1.1440 2024-03-10 08:35:08,923 - mmdet - INFO - Epoch [9][1950/7330] lr: 1.342e-05, eta: 3 days, 8:58:57, time: 1.464, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1687, s0.acc: 94.2397, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2348, s1.loss_cls: 0.0801, s1.acc: 94.3970, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1130, s2.loss_cls: 0.0398, s2.acc: 94.2859, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0527, loss: 1.1343 2024-03-10 08:36:23,000 - mmdet - INFO - Epoch [9][2000/7330] lr: 1.342e-05, eta: 3 days, 8:57:54, time: 1.482, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1670, s0.acc: 94.1792, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2396, s1.loss_cls: 0.0798, s1.acc: 94.3456, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1141, s2.loss_cls: 0.0405, s2.acc: 94.0257, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0537, loss: 1.1453 2024-03-10 08:37:36,553 - mmdet - INFO - Epoch [9][2050/7330] lr: 1.342e-05, eta: 3 days, 8:56:48, time: 1.471, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1696, s0.acc: 94.1069, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2429, s1.loss_cls: 0.0793, s1.acc: 94.3645, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1160, s2.loss_cls: 0.0399, s2.acc: 94.1887, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0540, loss: 1.1605 2024-03-10 08:38:44,449 - mmdet - INFO - Epoch [9][2100/7330] lr: 1.342e-05, eta: 3 days, 8:55:24, time: 1.358, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1705, s0.acc: 94.1099, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2425, s1.loss_cls: 0.0796, s1.acc: 94.3761, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1164, s2.loss_cls: 0.0395, s2.acc: 94.3076, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0542, loss: 1.1621 2024-03-10 08:39:55,841 - mmdet - INFO - Epoch [9][2150/7330] lr: 1.342e-05, eta: 3 days, 8:54:11, time: 1.428, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1791, s0.acc: 93.9204, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2461, s1.loss_cls: 0.0842, s1.acc: 94.0771, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1183, s2.loss_cls: 0.0419, s2.acc: 93.8901, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0554, loss: 1.1962 2024-03-10 08:41:03,276 - mmdet - INFO - Epoch [9][2200/7330] lr: 1.342e-05, eta: 3 days, 8:52:45, time: 1.349, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1713, s0.acc: 94.1953, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2413, s1.loss_cls: 0.0796, s1.acc: 94.4249, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1161, s2.loss_cls: 0.0388, s2.acc: 94.3265, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0536, loss: 1.1391 2024-03-10 08:42:09,992 - mmdet - INFO - Epoch [9][2250/7330] lr: 1.342e-05, eta: 3 days, 8:51:17, time: 1.334, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1725, s0.acc: 94.1309, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2406, s1.loss_cls: 0.0820, s1.acc: 94.2800, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1153, s2.loss_cls: 0.0402, s2.acc: 94.0896, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0540, loss: 1.1594 2024-03-10 08:43:22,858 - mmdet - INFO - Epoch [9][2300/7330] lr: 1.342e-05, eta: 3 days, 8:50:09, time: 1.457, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1731, s0.acc: 93.9126, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2401, s1.loss_cls: 0.0812, s1.acc: 94.1216, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1165, s2.loss_cls: 0.0403, s2.acc: 93.9807, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0546, loss: 1.1587 2024-03-10 08:44:35,585 - mmdet - INFO - Epoch [9][2350/7330] lr: 1.342e-05, eta: 3 days, 8:49:01, time: 1.455, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1749, s0.acc: 93.9431, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2481, s1.loss_cls: 0.0818, s1.acc: 94.2339, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1185, s2.loss_cls: 0.0404, s2.acc: 94.1384, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0552, loss: 1.1749 2024-03-10 08:45:51,707 - mmdet - INFO - Epoch [9][2400/7330] lr: 1.342e-05, eta: 3 days, 8:48:04, time: 1.522, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1733, s0.acc: 94.0171, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2424, s1.loss_cls: 0.0830, s1.acc: 94.0689, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1167, s2.loss_cls: 0.0409, s2.acc: 93.9967, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0546, loss: 1.1678 2024-03-10 08:47:04,734 - mmdet - INFO - Epoch [9][2450/7330] lr: 1.342e-05, eta: 3 days, 8:46:56, time: 1.461, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1772, s0.acc: 93.9778, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2433, s1.loss_cls: 0.0840, s1.acc: 94.2335, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1171, s2.loss_cls: 0.0414, s2.acc: 94.1143, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0543, loss: 1.1689 2024-03-10 08:48:16,929 - mmdet - INFO - Epoch [9][2500/7330] lr: 1.342e-05, eta: 3 days, 8:45:46, time: 1.444, data_time: 0.207, memory: 17966, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1864, s0.acc: 93.6257, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2471, s1.loss_cls: 0.0884, s1.acc: 93.8008, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1178, s2.loss_cls: 0.0440, s2.acc: 93.6709, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0547, loss: 1.2110 2024-03-10 08:49:28,778 - mmdet - INFO - Epoch [9][2550/7330] lr: 1.342e-05, eta: 3 days, 8:44:35, time: 1.437, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1729, s0.acc: 93.9973, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2422, s1.loss_cls: 0.0837, s1.acc: 94.0529, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1156, s2.loss_cls: 0.0417, s2.acc: 93.9451, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0537, loss: 1.1501 2024-03-10 08:50:38,450 - mmdet - INFO - Epoch [9][2600/7330] lr: 1.342e-05, eta: 3 days, 8:43:17, time: 1.393, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1639, s0.acc: 94.3198, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2371, s1.loss_cls: 0.0784, s1.acc: 94.4175, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1138, s2.loss_cls: 0.0395, s2.acc: 94.2020, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0532, loss: 1.1150 2024-03-10 08:51:51,106 - mmdet - INFO - Epoch [9][2650/7330] lr: 1.342e-05, eta: 3 days, 8:42:08, time: 1.453, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1704, s0.acc: 94.1628, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2411, s1.loss_cls: 0.0807, s1.acc: 94.3811, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1151, s2.loss_cls: 0.0405, s2.acc: 94.1747, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0533, loss: 1.1470 2024-03-10 08:52:59,617 - mmdet - INFO - Epoch [9][2700/7330] lr: 1.342e-05, eta: 3 days, 8:40:46, time: 1.371, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1710, s0.acc: 94.2446, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2392, s1.loss_cls: 0.0806, s1.acc: 94.4906, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1150, s2.loss_cls: 0.0396, s2.acc: 94.3996, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0539, loss: 1.1421 2024-03-10 08:54:09,910 - mmdet - INFO - Epoch [9][2750/7330] lr: 1.342e-05, eta: 3 days, 8:39:29, time: 1.406, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1686, s0.acc: 94.3074, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2415, s1.loss_cls: 0.0800, s1.acc: 94.3738, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1172, s2.loss_cls: 0.0392, s2.acc: 94.3616, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0550, loss: 1.1322 2024-03-10 08:55:26,875 - mmdet - INFO - Epoch [9][2800/7330] lr: 1.342e-05, eta: 3 days, 8:38:35, time: 1.539, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1694, s0.acc: 94.1624, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2425, s1.loss_cls: 0.0803, s1.acc: 94.3420, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1180, s2.loss_cls: 0.0396, s2.acc: 94.3077, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0552, loss: 1.1586 2024-03-10 08:56:37,444 - mmdet - INFO - Epoch [9][2850/7330] lr: 1.342e-05, eta: 3 days, 8:37:20, time: 1.411, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1805, s0.acc: 93.8267, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2512, s1.loss_cls: 0.0846, s1.acc: 94.0284, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1197, s2.loss_cls: 0.0416, s2.acc: 94.0828, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0556, loss: 1.1976 2024-03-10 08:57:44,832 - mmdet - INFO - Epoch [9][2900/7330] lr: 1.342e-05, eta: 3 days, 8:35:54, time: 1.348, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1778, s0.acc: 93.9045, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2437, s1.loss_cls: 0.0843, s1.acc: 94.0408, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1170, s2.loss_cls: 0.0414, s2.acc: 93.9556, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0544, loss: 1.1849 2024-03-10 08:58:58,548 - mmdet - INFO - Epoch [9][2950/7330] lr: 1.342e-05, eta: 3 days, 8:34:49, time: 1.474, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1793, s0.acc: 93.8345, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2447, s1.loss_cls: 0.0840, s1.acc: 94.0741, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1170, s2.loss_cls: 0.0416, s2.acc: 93.9835, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0547, loss: 1.1902 2024-03-10 09:00:09,115 - mmdet - INFO - Epoch [9][3000/7330] lr: 1.342e-05, eta: 3 days, 8:33:33, time: 1.411, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1776, s0.acc: 93.9585, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2496, s1.loss_cls: 0.0838, s1.acc: 94.0601, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1191, s2.loss_cls: 0.0416, s2.acc: 94.0274, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0552, loss: 1.1839 2024-03-10 09:01:20,313 - mmdet - INFO - Epoch [9][3050/7330] lr: 1.342e-05, eta: 3 days, 8:32:20, time: 1.424, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1751, s0.acc: 94.0803, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2393, s1.loss_cls: 0.0826, s1.acc: 94.2420, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1149, s2.loss_cls: 0.0401, s2.acc: 94.2777, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0530, loss: 1.1512 2024-03-10 09:02:34,554 - mmdet - INFO - Epoch [9][3100/7330] lr: 1.342e-05, eta: 3 days, 8:31:16, time: 1.485, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1779, s0.acc: 93.9124, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2446, s1.loss_cls: 0.0854, s1.acc: 94.0605, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1180, s2.loss_cls: 0.0424, s2.acc: 93.9665, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0548, loss: 1.1787 2024-03-10 09:03:43,049 - mmdet - INFO - Epoch [9][3150/7330] lr: 1.342e-05, eta: 3 days, 8:29:54, time: 1.370, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1740, s0.acc: 94.0232, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2377, s1.loss_cls: 0.0828, s1.acc: 94.1707, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1138, s2.loss_cls: 0.0411, s2.acc: 94.0932, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0531, loss: 1.1500 2024-03-10 09:04:56,782 - mmdet - INFO - Epoch [9][3200/7330] lr: 1.342e-05, eta: 3 days, 8:28:49, time: 1.475, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1847, s0.acc: 93.7527, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2465, s1.loss_cls: 0.0873, s1.acc: 93.9460, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1175, s2.loss_cls: 0.0429, s2.acc: 93.8761, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0546, loss: 1.1992 2024-03-10 09:06:05,087 - mmdet - INFO - Epoch [9][3250/7330] lr: 1.342e-05, eta: 3 days, 8:27:26, time: 1.366, data_time: 0.111, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1737, s0.acc: 94.0630, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2455, s1.loss_cls: 0.0814, s1.acc: 94.2865, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1179, s2.loss_cls: 0.0402, s2.acc: 94.2626, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0549, loss: 1.1666 2024-03-10 09:07:17,650 - mmdet - INFO - Epoch [9][3300/7330] lr: 1.342e-05, eta: 3 days, 8:26:18, time: 1.451, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1732, s0.acc: 94.1326, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2397, s1.loss_cls: 0.0818, s1.acc: 94.3412, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1141, s2.loss_cls: 0.0405, s2.acc: 94.2409, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0532, loss: 1.1561 2024-03-10 09:08:33,145 - mmdet - INFO - Epoch [9][3350/7330] lr: 1.342e-05, eta: 3 days, 8:25:18, time: 1.510, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1838, s0.acc: 93.7485, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2467, s1.loss_cls: 0.0868, s1.acc: 94.0279, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1172, s2.loss_cls: 0.0425, s2.acc: 93.8907, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0544, loss: 1.2016 2024-03-10 09:09:49,593 - mmdet - INFO - Epoch [9][3400/7330] lr: 1.342e-05, eta: 3 days, 8:24:22, time: 1.529, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1858, s0.acc: 93.5430, s0.loss_bbox: 0.2550, s0.loss_mask: 0.2490, s1.loss_cls: 0.0887, s1.acc: 93.7022, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1184, s2.loss_cls: 0.0437, s2.acc: 93.6198, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0551, loss: 1.2209 2024-03-10 09:11:02,841 - mmdet - INFO - Epoch [9][3450/7330] lr: 1.342e-05, eta: 3 days, 8:23:15, time: 1.465, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1773, s0.acc: 93.9272, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2436, s1.loss_cls: 0.0829, s1.acc: 94.2134, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1154, s2.loss_cls: 0.0419, s2.acc: 93.9918, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0536, loss: 1.1702 2024-03-10 09:12:15,551 - mmdet - INFO - Epoch [9][3500/7330] lr: 1.342e-05, eta: 3 days, 8:22:07, time: 1.454, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1741, s0.acc: 94.0398, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2391, s1.loss_cls: 0.0840, s1.acc: 94.0948, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1147, s2.loss_cls: 0.0421, s2.acc: 93.9683, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0535, loss: 1.1600 2024-03-10 09:13:28,753 - mmdet - INFO - Epoch [9][3550/7330] lr: 1.342e-05, eta: 3 days, 8:21:00, time: 1.464, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1873, s0.acc: 93.5608, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2431, s1.loss_cls: 0.0898, s1.acc: 93.6365, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1167, s2.loss_cls: 0.0441, s2.acc: 93.5284, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0545, loss: 1.2034 2024-03-10 09:14:40,310 - mmdet - INFO - Epoch [9][3600/7330] lr: 1.342e-05, eta: 3 days, 8:19:48, time: 1.431, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1675, s0.acc: 94.1836, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2421, s1.loss_cls: 0.0804, s1.acc: 94.2649, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1166, s2.loss_cls: 0.0400, s2.acc: 94.1149, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0540, loss: 1.1523 2024-03-10 09:15:53,961 - mmdet - INFO - Epoch [9][3650/7330] lr: 1.342e-05, eta: 3 days, 8:18:42, time: 1.473, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1674, s0.acc: 94.2966, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2403, s1.loss_cls: 0.0801, s1.acc: 94.3731, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1148, s2.loss_cls: 0.0399, s2.acc: 94.2718, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0532, loss: 1.1404 2024-03-10 09:17:07,175 - mmdet - INFO - Epoch [9][3700/7330] lr: 1.342e-05, eta: 3 days, 8:17:35, time: 1.464, data_time: 0.202, memory: 17966, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1815, s0.acc: 93.7446, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2440, s1.loss_cls: 0.0867, s1.acc: 93.9115, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1177, s2.loss_cls: 0.0426, s2.acc: 93.8456, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0546, loss: 1.1932 2024-03-10 09:18:22,843 - mmdet - INFO - Epoch [9][3750/7330] lr: 1.342e-05, eta: 3 days, 8:16:37, time: 1.513, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1787, s0.acc: 93.8345, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2439, s1.loss_cls: 0.0859, s1.acc: 93.9419, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1168, s2.loss_cls: 0.0421, s2.acc: 93.9316, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0547, loss: 1.1800 2024-03-10 09:19:32,014 - mmdet - INFO - Epoch [9][3800/7330] lr: 1.342e-05, eta: 3 days, 8:15:17, time: 1.383, data_time: 0.116, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1774, s0.acc: 93.8760, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2423, s1.loss_cls: 0.0843, s1.acc: 94.0274, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1174, s2.loss_cls: 0.0420, s2.acc: 93.8689, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0551, loss: 1.1730 2024-03-10 09:20:44,370 - mmdet - INFO - Epoch [9][3850/7330] lr: 1.342e-05, eta: 3 days, 8:14:07, time: 1.447, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1804, s0.acc: 93.8857, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2415, s1.loss_cls: 0.0857, s1.acc: 94.0308, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1155, s2.loss_cls: 0.0423, s2.acc: 93.9301, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0538, loss: 1.1750 2024-03-10 09:21:59,931 - mmdet - INFO - Epoch [9][3900/7330] lr: 1.342e-05, eta: 3 days, 8:13:08, time: 1.511, data_time: 0.212, memory: 17966, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1825, s0.acc: 93.7241, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2499, s1.loss_cls: 0.0870, s1.acc: 93.7992, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1190, s2.loss_cls: 0.0433, s2.acc: 93.7484, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0552, loss: 1.2100 2024-03-10 09:23:14,064 - mmdet - INFO - Epoch [9][3950/7330] lr: 1.342e-05, eta: 3 days, 8:12:04, time: 1.482, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1796, s0.acc: 93.9282, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2429, s1.loss_cls: 0.0851, s1.acc: 94.1236, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1167, s2.loss_cls: 0.0418, s2.acc: 94.0237, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0546, loss: 1.1827 2024-03-10 09:24:26,975 - mmdet - INFO - Epoch [9][4000/7330] lr: 1.342e-05, eta: 3 days, 8:10:56, time: 1.458, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1845, s0.acc: 93.7402, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2426, s1.loss_cls: 0.0884, s1.acc: 93.8014, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1155, s2.loss_cls: 0.0435, s2.acc: 93.7726, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0543, loss: 1.2066 2024-03-10 09:25:39,750 - mmdet - INFO - Epoch [9][4050/7330] lr: 1.342e-05, eta: 3 days, 8:09:47, time: 1.455, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1770, s0.acc: 94.0730, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2377, s1.loss_cls: 0.0834, s1.acc: 94.2499, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1146, s2.loss_cls: 0.0417, s2.acc: 94.0618, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0536, loss: 1.1611 2024-03-10 09:26:51,065 - mmdet - INFO - Epoch [9][4100/7330] lr: 1.342e-05, eta: 3 days, 8:08:34, time: 1.426, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1765, s0.acc: 93.9514, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2432, s1.loss_cls: 0.0840, s1.acc: 94.0779, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1167, s2.loss_cls: 0.0416, s2.acc: 93.9900, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0547, loss: 1.1624 2024-03-10 09:28:05,987 - mmdet - INFO - Epoch [9][4150/7330] lr: 1.342e-05, eta: 3 days, 8:07:33, time: 1.498, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1804, s0.acc: 93.8574, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2424, s1.loss_cls: 0.0854, s1.acc: 94.1020, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1160, s2.loss_cls: 0.0421, s2.acc: 93.9462, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0539, loss: 1.1913 2024-03-10 09:29:17,073 - mmdet - INFO - Epoch [9][4200/7330] lr: 1.342e-05, eta: 3 days, 8:06:19, time: 1.422, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1890, s0.acc: 93.5212, s0.loss_bbox: 0.2555, s0.loss_mask: 0.2448, s1.loss_cls: 0.0902, s1.acc: 93.6312, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1176, s2.loss_cls: 0.0445, s2.acc: 93.5451, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0548, loss: 1.2257 2024-03-10 09:30:31,003 - mmdet - INFO - Epoch [9][4250/7330] lr: 1.342e-05, eta: 3 days, 8:05:15, time: 1.479, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1711, s0.acc: 94.2144, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2371, s1.loss_cls: 0.0813, s1.acc: 94.3316, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1159, s2.loss_cls: 0.0399, s2.acc: 94.2531, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0545, loss: 1.1458 2024-03-10 09:31:45,197 - mmdet - INFO - Epoch [9][4300/7330] lr: 1.342e-05, eta: 3 days, 8:04:11, time: 1.484, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1642, s0.acc: 94.3364, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2375, s1.loss_cls: 0.0787, s1.acc: 94.4565, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1160, s2.loss_cls: 0.0389, s2.acc: 94.4015, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0544, loss: 1.1252 2024-03-10 09:32:59,504 - mmdet - INFO - Epoch [9][4350/7330] lr: 1.342e-05, eta: 3 days, 8:03:07, time: 1.486, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1748, s0.acc: 93.8464, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2449, s1.loss_cls: 0.0830, s1.acc: 94.0043, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1192, s2.loss_cls: 0.0415, s2.acc: 93.8883, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0559, loss: 1.1825 2024-03-10 09:34:11,704 - mmdet - INFO - Epoch [9][4400/7330] lr: 1.342e-05, eta: 3 days, 8:01:57, time: 1.444, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1859, s0.acc: 93.8042, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2433, s1.loss_cls: 0.0885, s1.acc: 93.9041, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1189, s2.loss_cls: 0.0433, s2.acc: 93.9203, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0551, loss: 1.2005 2024-03-10 09:35:27,995 - mmdet - INFO - Epoch [9][4450/7330] lr: 1.342e-05, eta: 3 days, 8:01:00, time: 1.526, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1818, s0.acc: 93.8530, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2400, s1.loss_cls: 0.0854, s1.acc: 94.0167, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1163, s2.loss_cls: 0.0418, s2.acc: 93.9044, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0545, loss: 1.1790 2024-03-10 09:36:42,974 - mmdet - INFO - Epoch [9][4500/7330] lr: 1.342e-05, eta: 3 days, 7:59:58, time: 1.500, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1898, s0.acc: 93.5457, s0.loss_bbox: 0.2549, s0.loss_mask: 0.2470, s1.loss_cls: 0.0890, s1.acc: 93.8012, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1191, s2.loss_cls: 0.0434, s2.acc: 93.7944, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0557, loss: 1.2273 2024-03-10 09:37:56,887 - mmdet - INFO - Epoch [9][4550/7330] lr: 1.342e-05, eta: 3 days, 7:58:54, time: 1.478, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1810, s0.acc: 93.9321, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2420, s1.loss_cls: 0.0843, s1.acc: 94.1916, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1174, s2.loss_cls: 0.0414, s2.acc: 94.1260, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0551, loss: 1.1745 2024-03-10 09:39:12,226 - mmdet - INFO - Epoch [9][4600/7330] lr: 1.342e-05, eta: 3 days, 7:57:53, time: 1.507, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1707, s0.acc: 94.0491, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2361, s1.loss_cls: 0.0802, s1.acc: 94.2618, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1148, s2.loss_cls: 0.0397, s2.acc: 94.1429, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0539, loss: 1.1460 2024-03-10 09:40:23,711 - mmdet - INFO - Epoch [9][4650/7330] lr: 1.342e-05, eta: 3 days, 7:56:41, time: 1.430, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1830, s0.acc: 93.6335, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2412, s1.loss_cls: 0.0863, s1.acc: 93.8747, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1158, s2.loss_cls: 0.0425, s2.acc: 93.7849, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0537, loss: 1.1943 2024-03-10 09:41:35,109 - mmdet - INFO - Epoch [9][4700/7330] lr: 1.342e-05, eta: 3 days, 7:55:28, time: 1.428, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1776, s0.acc: 93.9912, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2420, s1.loss_cls: 0.0836, s1.acc: 94.1895, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1166, s2.loss_cls: 0.0411, s2.acc: 94.0419, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0549, loss: 1.1700 2024-03-10 09:42:48,156 - mmdet - INFO - Epoch [9][4750/7330] lr: 1.342e-05, eta: 3 days, 7:54:20, time: 1.461, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1800, s0.acc: 93.8521, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2428, s1.loss_cls: 0.0859, s1.acc: 94.0355, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1173, s2.loss_cls: 0.0431, s2.acc: 93.9531, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0545, loss: 1.1783 2024-03-10 09:44:03,664 - mmdet - INFO - Epoch [9][4800/7330] lr: 1.342e-05, eta: 3 days, 7:53:20, time: 1.510, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1730, s0.acc: 94.0085, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2414, s1.loss_cls: 0.0818, s1.acc: 94.2691, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1166, s2.loss_cls: 0.0407, s2.acc: 94.1579, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0544, loss: 1.1547 2024-03-10 09:45:14,189 - mmdet - INFO - Epoch [9][4850/7330] lr: 1.342e-05, eta: 3 days, 7:52:05, time: 1.411, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1800, s0.acc: 93.8088, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2402, s1.loss_cls: 0.0858, s1.acc: 93.9566, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1170, s2.loss_cls: 0.0423, s2.acc: 93.8300, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0548, loss: 1.1845 2024-03-10 09:46:24,682 - mmdet - INFO - Epoch [9][4900/7330] lr: 1.342e-05, eta: 3 days, 7:50:49, time: 1.410, data_time: 0.219, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1767, s0.acc: 94.0447, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2447, s1.loss_cls: 0.0842, s1.acc: 94.1321, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1173, s2.loss_cls: 0.0420, s2.acc: 94.0024, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0548, loss: 1.1768 2024-03-10 09:47:38,682 - mmdet - INFO - Epoch [9][4950/7330] lr: 1.342e-05, eta: 3 days, 7:49:45, time: 1.480, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1763, s0.acc: 94.0132, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2383, s1.loss_cls: 0.0815, s1.acc: 94.2661, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1153, s2.loss_cls: 0.0398, s2.acc: 94.2716, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0538, loss: 1.1607 2024-03-10 09:48:47,086 - mmdet - INFO - Epoch [9][5000/7330] lr: 1.342e-05, eta: 3 days, 7:48:22, time: 1.368, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1714, s0.acc: 94.0405, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2399, s1.loss_cls: 0.0798, s1.acc: 94.3730, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1162, s2.loss_cls: 0.0400, s2.acc: 94.1419, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0540, loss: 1.1523 2024-03-10 09:50:00,501 - mmdet - INFO - Epoch [9][5050/7330] lr: 1.342e-05, eta: 3 days, 7:47:16, time: 1.468, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1791, s0.acc: 93.8337, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2435, s1.loss_cls: 0.0847, s1.acc: 94.0415, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1172, s2.loss_cls: 0.0419, s2.acc: 93.9278, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0544, loss: 1.1836 2024-03-10 09:51:12,750 - mmdet - INFO - Epoch [9][5100/7330] lr: 1.342e-05, eta: 3 days, 7:46:06, time: 1.445, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1706, s0.acc: 94.0537, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2494, s1.loss_cls: 0.0804, s1.acc: 94.2069, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1180, s2.loss_cls: 0.0399, s2.acc: 94.1454, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0549, loss: 1.1738 2024-03-10 09:52:22,998 - mmdet - INFO - Epoch [9][5150/7330] lr: 1.342e-05, eta: 3 days, 7:44:49, time: 1.405, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1645, s0.acc: 94.3047, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2407, s1.loss_cls: 0.0777, s1.acc: 94.5699, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1161, s2.loss_cls: 0.0390, s2.acc: 94.2250, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0542, loss: 1.1341 2024-03-10 09:53:37,239 - mmdet - INFO - Epoch [9][5200/7330] lr: 1.342e-05, eta: 3 days, 7:43:45, time: 1.485, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1654, s0.acc: 94.4167, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2380, s1.loss_cls: 0.0789, s1.acc: 94.5263, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1151, s2.loss_cls: 0.0393, s2.acc: 94.3172, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0537, loss: 1.1170 2024-03-10 09:54:47,625 - mmdet - INFO - Epoch [9][5250/7330] lr: 1.342e-05, eta: 3 days, 7:42:29, time: 1.408, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1670, s0.acc: 94.2720, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2379, s1.loss_cls: 0.0799, s1.acc: 94.3599, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1156, s2.loss_cls: 0.0396, s2.acc: 94.3263, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0537, loss: 1.1256 2024-03-10 09:56:01,303 - mmdet - INFO - Epoch [9][5300/7330] lr: 1.342e-05, eta: 3 days, 7:41:24, time: 1.473, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1816, s0.acc: 93.7766, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2403, s1.loss_cls: 0.0855, s1.acc: 93.9632, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1157, s2.loss_cls: 0.0421, s2.acc: 93.8789, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0540, loss: 1.2005 2024-03-10 09:57:11,099 - mmdet - INFO - Epoch [9][5350/7330] lr: 1.342e-05, eta: 3 days, 7:40:06, time: 1.396, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1758, s0.acc: 93.8281, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2464, s1.loss_cls: 0.0836, s1.acc: 94.0453, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1192, s2.loss_cls: 0.0413, s2.acc: 94.0468, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0556, loss: 1.1833 2024-03-10 09:58:25,941 - mmdet - INFO - Epoch [9][5400/7330] lr: 1.342e-05, eta: 3 days, 7:39:04, time: 1.497, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1750, s0.acc: 94.0303, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2405, s1.loss_cls: 0.0838, s1.acc: 94.1044, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1156, s2.loss_cls: 0.0414, s2.acc: 94.0905, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0539, loss: 1.1583 2024-03-10 09:59:40,569 - mmdet - INFO - Epoch [9][5450/7330] lr: 1.342e-05, eta: 3 days, 7:38:01, time: 1.492, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1723, s0.acc: 94.0576, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2420, s1.loss_cls: 0.0814, s1.acc: 94.2619, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1159, s2.loss_cls: 0.0407, s2.acc: 94.0865, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0542, loss: 1.1595 2024-03-10 10:00:52,810 - mmdet - INFO - Epoch [9][5500/7330] lr: 1.342e-05, eta: 3 days, 7:36:51, time: 1.445, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1791, s0.acc: 93.8882, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2375, s1.loss_cls: 0.0862, s1.acc: 93.9477, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1147, s2.loss_cls: 0.0429, s2.acc: 93.8154, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0537, loss: 1.1650 2024-03-10 10:02:08,742 - mmdet - INFO - Epoch [9][5550/7330] lr: 1.342e-05, eta: 3 days, 7:35:52, time: 1.519, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1790, s0.acc: 93.8137, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2452, s1.loss_cls: 0.0852, s1.acc: 93.9734, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1173, s2.loss_cls: 0.0422, s2.acc: 93.8813, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0546, loss: 1.1933 2024-03-10 10:03:19,450 - mmdet - INFO - Epoch [9][5600/7330] lr: 1.342e-05, eta: 3 days, 7:34:37, time: 1.414, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1757, s0.acc: 93.9458, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2491, s1.loss_cls: 0.0829, s1.acc: 94.1579, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1194, s2.loss_cls: 0.0407, s2.acc: 94.0614, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0557, loss: 1.1791 2024-03-10 10:04:31,742 - mmdet - INFO - Epoch [9][5650/7330] lr: 1.342e-05, eta: 3 days, 7:33:27, time: 1.446, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1661, s0.acc: 94.3682, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2349, s1.loss_cls: 0.0793, s1.acc: 94.5106, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1126, s2.loss_cls: 0.0387, s2.acc: 94.5082, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0524, loss: 1.1114 2024-03-10 10:05:42,240 - mmdet - INFO - Epoch [9][5700/7330] lr: 1.342e-05, eta: 3 days, 7:32:11, time: 1.410, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1687, s0.acc: 94.1997, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2426, s1.loss_cls: 0.0785, s1.acc: 94.5251, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1162, s2.loss_cls: 0.0388, s2.acc: 94.4505, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0543, loss: 1.1407 2024-03-10 10:06:55,049 - mmdet - INFO - Epoch [9][5750/7330] lr: 1.342e-05, eta: 3 days, 7:31:03, time: 1.456, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1873, s0.acc: 93.7307, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2444, s1.loss_cls: 0.0881, s1.acc: 93.9534, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1161, s2.loss_cls: 0.0432, s2.acc: 93.8857, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0537, loss: 1.2086 2024-03-10 10:08:07,218 - mmdet - INFO - Epoch [9][5800/7330] lr: 1.342e-05, eta: 3 days, 7:29:53, time: 1.443, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1817, s0.acc: 93.7024, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2429, s1.loss_cls: 0.0850, s1.acc: 94.0323, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1162, s2.loss_cls: 0.0420, s2.acc: 93.9379, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0541, loss: 1.2021 2024-03-10 10:09:19,033 - mmdet - INFO - Epoch [9][5850/7330] lr: 1.342e-05, eta: 3 days, 7:28:41, time: 1.436, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1884, s0.acc: 93.5337, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2424, s1.loss_cls: 0.0898, s1.acc: 93.6083, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1160, s2.loss_cls: 0.0441, s2.acc: 93.6289, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0541, loss: 1.2096 2024-03-10 10:10:32,220 - mmdet - INFO - Epoch [9][5900/7330] lr: 1.342e-05, eta: 3 days, 7:27:34, time: 1.464, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1786, s0.acc: 93.9993, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2389, s1.loss_cls: 0.0844, s1.acc: 94.1802, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1144, s2.loss_cls: 0.0418, s2.acc: 94.1004, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0538, loss: 1.1626 2024-03-10 10:11:43,091 - mmdet - INFO - Epoch [9][5950/7330] lr: 1.342e-05, eta: 3 days, 7:26:19, time: 1.417, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1812, s0.acc: 93.8154, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2409, s1.loss_cls: 0.0860, s1.acc: 94.0519, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1170, s2.loss_cls: 0.0421, s2.acc: 93.9597, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0544, loss: 1.1875 2024-03-10 10:12:53,989 - mmdet - INFO - Epoch [9][6000/7330] lr: 1.342e-05, eta: 3 days, 7:25:05, time: 1.418, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1807, s0.acc: 93.9109, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2418, s1.loss_cls: 0.0864, s1.acc: 94.0792, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1156, s2.loss_cls: 0.0429, s2.acc: 93.8310, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0539, loss: 1.1767 2024-03-10 10:14:04,573 - mmdet - INFO - Epoch [9][6050/7330] lr: 1.342e-05, eta: 3 days, 7:23:49, time: 1.412, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1743, s0.acc: 94.0898, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2415, s1.loss_cls: 0.0821, s1.acc: 94.2716, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1164, s2.loss_cls: 0.0405, s2.acc: 94.1898, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0537, loss: 1.1533 2024-03-10 10:15:13,579 - mmdet - INFO - Epoch [9][6100/7330] lr: 1.342e-05, eta: 3 days, 7:22:29, time: 1.380, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1640, s0.acc: 94.4033, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2308, s1.loss_cls: 0.0768, s1.acc: 94.6898, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1119, s2.loss_cls: 0.0382, s2.acc: 94.6320, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0521, loss: 1.1077 2024-03-10 10:16:26,458 - mmdet - INFO - Epoch [9][6150/7330] lr: 1.342e-05, eta: 3 days, 7:21:21, time: 1.458, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1795, s0.acc: 93.9336, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2416, s1.loss_cls: 0.0865, s1.acc: 93.9571, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1161, s2.loss_cls: 0.0424, s2.acc: 93.7901, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0542, loss: 1.1752 2024-03-10 10:17:37,486 - mmdet - INFO - Epoch [9][6200/7330] lr: 1.342e-05, eta: 3 days, 7:20:07, time: 1.421, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1776, s0.acc: 94.0337, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2429, s1.loss_cls: 0.0860, s1.acc: 94.0767, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1157, s2.loss_cls: 0.0424, s2.acc: 93.9912, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0541, loss: 1.1679 2024-03-10 10:18:53,088 - mmdet - INFO - Epoch [9][6250/7330] lr: 1.342e-05, eta: 3 days, 7:19:07, time: 1.512, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1821, s0.acc: 93.7837, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2452, s1.loss_cls: 0.0864, s1.acc: 93.9205, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1161, s2.loss_cls: 0.0422, s2.acc: 93.8996, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0540, loss: 1.1919 2024-03-10 10:20:07,943 - mmdet - INFO - Epoch [9][6300/7330] lr: 1.342e-05, eta: 3 days, 7:18:05, time: 1.497, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1882, s0.acc: 93.6575, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2401, s1.loss_cls: 0.0900, s1.acc: 93.7627, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1157, s2.loss_cls: 0.0445, s2.acc: 93.7134, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0537, loss: 1.1983 2024-03-10 10:21:20,342 - mmdet - INFO - Epoch [9][6350/7330] lr: 1.342e-05, eta: 3 days, 7:16:55, time: 1.448, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1841, s0.acc: 93.7795, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2450, s1.loss_cls: 0.0877, s1.acc: 93.8767, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1184, s2.loss_cls: 0.0437, s2.acc: 93.7593, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0552, loss: 1.2009 2024-03-10 10:22:30,872 - mmdet - INFO - Epoch [9][6400/7330] lr: 1.342e-05, eta: 3 days, 7:15:40, time: 1.411, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1767, s0.acc: 93.9492, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2437, s1.loss_cls: 0.0843, s1.acc: 94.0714, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1170, s2.loss_cls: 0.0417, s2.acc: 94.0129, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0545, loss: 1.1736 2024-03-10 10:23:40,904 - mmdet - INFO - Epoch [9][6450/7330] lr: 1.342e-05, eta: 3 days, 7:14:23, time: 1.401, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1830, s0.acc: 93.8010, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2420, s1.loss_cls: 0.0869, s1.acc: 93.9290, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1165, s2.loss_cls: 0.0424, s2.acc: 93.9047, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0543, loss: 1.1831 2024-03-10 10:24:47,784 - mmdet - INFO - Epoch [9][6500/7330] lr: 1.342e-05, eta: 3 days, 7:12:56, time: 1.338, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1822, s0.acc: 94.0085, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2370, s1.loss_cls: 0.0865, s1.acc: 94.1119, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1151, s2.loss_cls: 0.0428, s2.acc: 94.0598, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0539, loss: 1.1710 2024-03-10 10:26:00,768 - mmdet - INFO - Epoch [9][6550/7330] lr: 1.342e-05, eta: 3 days, 7:11:48, time: 1.460, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1814, s0.acc: 93.8362, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2447, s1.loss_cls: 0.0846, s1.acc: 94.0465, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1184, s2.loss_cls: 0.0421, s2.acc: 93.9722, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0549, loss: 1.1878 2024-03-10 10:27:16,854 - mmdet - INFO - Epoch [9][6600/7330] lr: 1.342e-05, eta: 3 days, 7:10:49, time: 1.521, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1843, s0.acc: 93.8267, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2424, s1.loss_cls: 0.0871, s1.acc: 94.0626, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1158, s2.loss_cls: 0.0425, s2.acc: 94.0139, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0540, loss: 1.1925 2024-03-10 10:28:25,003 - mmdet - INFO - Epoch [9][6650/7330] lr: 1.342e-05, eta: 3 days, 7:09:27, time: 1.363, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1836, s0.acc: 93.7876, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2443, s1.loss_cls: 0.0878, s1.acc: 93.8700, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1174, s2.loss_cls: 0.0433, s2.acc: 93.7674, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0543, loss: 1.1962 2024-03-10 10:29:34,350 - mmdet - INFO - Epoch [9][6700/7330] lr: 1.342e-05, eta: 3 days, 7:08:08, time: 1.387, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1768, s0.acc: 94.0264, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2396, s1.loss_cls: 0.0844, s1.acc: 94.1446, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1150, s2.loss_cls: 0.0415, s2.acc: 93.9933, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0539, loss: 1.1634 2024-03-10 10:30:47,793 - mmdet - INFO - Epoch [9][6750/7330] lr: 1.342e-05, eta: 3 days, 7:07:01, time: 1.469, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1754, s0.acc: 93.9692, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2425, s1.loss_cls: 0.0836, s1.acc: 94.0955, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1166, s2.loss_cls: 0.0412, s2.acc: 94.0176, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0543, loss: 1.1681 2024-03-10 10:32:00,380 - mmdet - INFO - Epoch [9][6800/7330] lr: 1.342e-05, eta: 3 days, 7:05:52, time: 1.452, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1708, s0.acc: 94.1423, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2420, s1.loss_cls: 0.0821, s1.acc: 94.1899, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1168, s2.loss_cls: 0.0408, s2.acc: 94.0944, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0546, loss: 1.1565 2024-03-10 10:33:12,666 - mmdet - INFO - Epoch [9][6850/7330] lr: 1.342e-05, eta: 3 days, 7:04:42, time: 1.446, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1720, s0.acc: 94.0334, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2461, s1.loss_cls: 0.0820, s1.acc: 94.1338, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1182, s2.loss_cls: 0.0407, s2.acc: 93.9506, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0549, loss: 1.1711 2024-03-10 10:34:24,861 - mmdet - INFO - Epoch [9][6900/7330] lr: 1.342e-05, eta: 3 days, 7:03:31, time: 1.444, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1778, s0.acc: 93.9604, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2473, s1.loss_cls: 0.0827, s1.acc: 94.2012, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1180, s2.loss_cls: 0.0407, s2.acc: 94.1042, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0545, loss: 1.1742 2024-03-10 10:35:38,187 - mmdet - INFO - Epoch [9][6950/7330] lr: 1.342e-05, eta: 3 days, 7:02:24, time: 1.467, data_time: 0.212, memory: 17966, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1723, s0.acc: 94.1401, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2420, s1.loss_cls: 0.0814, s1.acc: 94.3611, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1175, s2.loss_cls: 0.0399, s2.acc: 94.3498, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0546, loss: 1.1586 2024-03-10 10:36:52,073 - mmdet - INFO - Epoch [9][7000/7330] lr: 1.342e-05, eta: 3 days, 7:01:19, time: 1.478, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1759, s0.acc: 93.9377, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2429, s1.loss_cls: 0.0841, s1.acc: 94.0976, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1172, s2.loss_cls: 0.0413, s2.acc: 93.9993, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0547, loss: 1.1766 2024-03-10 10:38:03,154 - mmdet - INFO - Epoch [9][7050/7330] lr: 1.342e-05, eta: 3 days, 7:00:05, time: 1.422, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1694, s0.acc: 94.1790, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2410, s1.loss_cls: 0.0793, s1.acc: 94.3518, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1156, s2.loss_cls: 0.0391, s2.acc: 94.2022, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0542, loss: 1.1597 2024-03-10 10:39:14,787 - mmdet - INFO - Epoch [9][7100/7330] lr: 1.342e-05, eta: 3 days, 6:58:53, time: 1.433, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1726, s0.acc: 94.0393, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2377, s1.loss_cls: 0.0834, s1.acc: 94.0894, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1149, s2.loss_cls: 0.0409, s2.acc: 94.0599, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0542, loss: 1.1586 2024-03-10 10:40:28,961 - mmdet - INFO - Epoch [9][7150/7330] lr: 1.342e-05, eta: 3 days, 6:57:49, time: 1.483, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1730, s0.acc: 94.0291, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2415, s1.loss_cls: 0.0830, s1.acc: 94.0745, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1160, s2.loss_cls: 0.0415, s2.acc: 93.9319, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0542, loss: 1.1515 2024-03-10 10:41:42,669 - mmdet - INFO - Epoch [9][7200/7330] lr: 1.342e-05, eta: 3 days, 6:56:43, time: 1.474, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1693, s0.acc: 94.1821, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2427, s1.loss_cls: 0.0797, s1.acc: 94.3557, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1172, s2.loss_cls: 0.0395, s2.acc: 94.2102, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0547, loss: 1.1318 2024-03-10 10:42:55,167 - mmdet - INFO - Epoch [9][7250/7330] lr: 1.342e-05, eta: 3 days, 6:55:33, time: 1.450, data_time: 0.113, memory: 17966, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1736, s0.acc: 94.0898, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2407, s1.loss_cls: 0.0824, s1.acc: 94.2435, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1150, s2.loss_cls: 0.0405, s2.acc: 94.2187, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0543, loss: 1.1569 2024-03-10 10:44:07,666 - mmdet - INFO - Epoch [9][7300/7330] lr: 1.342e-05, eta: 3 days, 6:54:24, time: 1.450, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1647, s0.acc: 94.3103, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2427, s1.loss_cls: 0.0795, s1.acc: 94.3829, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1164, s2.loss_cls: 0.0399, s2.acc: 94.2257, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0545, loss: 1.1375 2024-03-10 10:44:45,899 - mmdet - INFO - Saving checkpoint at 9 epochs 2024-03-10 10:50:33,874 - mmdet - INFO - Evaluating bbox... 2024-03-10 10:51:11,253 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.469 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.657 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.511 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.289 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.509 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 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.421 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.649 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.760 2024-03-10 10:51:11,253 - mmdet - INFO - Evaluating segm... 2024-03-10 10:51:49,962 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.409 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.630 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.442 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.206 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.444 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.534 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.534 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.534 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.350 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 ] = 0.690 2024-03-10 10:51:50,576 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-10 10:51:50,577 - mmdet - INFO - Epoch(val) [9][1250] bbox_mAP: 0.4690, bbox_mAP_50: 0.6570, bbox_mAP_75: 0.5110, bbox_mAP_s: 0.2890, bbox_mAP_m: 0.5090, bbox_mAP_l: 0.6170, bbox_mAP_copypaste: 0.469 0.657 0.511 0.289 0.509 0.617, segm_mAP: 0.4090, segm_mAP_50: 0.6300, segm_mAP_75: 0.4420, segm_mAP_s: 0.2060, segm_mAP_m: 0.4440, segm_mAP_l: 0.5930, segm_mAP_copypaste: 0.409 0.630 0.442 0.206 0.444 0.593 2024-03-10 10:53:05,699 - mmdet - INFO - Epoch [10][50/7330] lr: 1.342e-05, eta: 3 days, 6:50:30, time: 1.501, data_time: 0.275, memory: 17966, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1635, s0.acc: 94.2864, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2415, s1.loss_cls: 0.0784, s1.acc: 94.4086, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1160, s2.loss_cls: 0.0390, s2.acc: 94.3421, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0541, loss: 1.1323 2024-03-10 10:54:20,283 - mmdet - INFO - Epoch [10][100/7330] lr: 1.342e-05, eta: 3 days, 6:49:27, time: 1.492, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1741, s0.acc: 93.9517, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2462, s1.loss_cls: 0.0831, s1.acc: 94.0179, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1190, s2.loss_cls: 0.0413, s2.acc: 94.0056, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0558, loss: 1.1707 2024-03-10 10:55:37,169 - mmdet - INFO - Epoch [10][150/7330] lr: 1.342e-05, eta: 3 days, 6:48:31, time: 1.538, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1578, s0.acc: 94.5022, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2355, s1.loss_cls: 0.0746, s1.acc: 94.6801, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1145, s2.loss_cls: 0.0374, s2.acc: 94.5435, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0539, loss: 1.1090 2024-03-10 10:56:49,571 - mmdet - INFO - Epoch [10][200/7330] lr: 1.342e-05, eta: 3 days, 6:47:21, time: 1.448, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1692, s0.acc: 94.0496, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2478, s1.loss_cls: 0.0806, s1.acc: 94.2052, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1178, s2.loss_cls: 0.0399, s2.acc: 94.0770, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0546, loss: 1.1459 2024-03-10 10:58:03,401 - mmdet - INFO - Epoch [10][250/7330] lr: 1.342e-05, eta: 3 days, 6:46:15, time: 1.477, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1658, s0.acc: 94.3625, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2361, s1.loss_cls: 0.0780, s1.acc: 94.5565, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1127, s2.loss_cls: 0.0390, s2.acc: 94.3153, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0531, loss: 1.1236 2024-03-10 10:59:15,997 - mmdet - INFO - Epoch [10][300/7330] lr: 1.342e-05, eta: 3 days, 6:45:06, time: 1.452, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1709, s0.acc: 93.9944, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2412, s1.loss_cls: 0.0796, s1.acc: 94.1807, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1154, s2.loss_cls: 0.0395, s2.acc: 94.0582, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0540, loss: 1.1548 2024-03-10 11:00:26,217 - mmdet - INFO - Epoch [10][350/7330] lr: 1.342e-05, eta: 3 days, 6:43:50, time: 1.404, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1693, s0.acc: 94.1782, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2379, s1.loss_cls: 0.0797, s1.acc: 94.2748, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1151, s2.loss_cls: 0.0397, s2.acc: 94.0648, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0534, loss: 1.1473 2024-03-10 11:01:39,055 - mmdet - INFO - Epoch [10][400/7330] lr: 1.342e-05, eta: 3 days, 6:42:41, time: 1.457, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1710, s0.acc: 94.0037, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2399, s1.loss_cls: 0.0818, s1.acc: 94.1540, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1163, s2.loss_cls: 0.0410, s2.acc: 93.9976, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0543, loss: 1.1624 2024-03-10 11:02:52,906 - mmdet - INFO - Epoch [10][450/7330] lr: 1.342e-05, eta: 3 days, 6:41:36, time: 1.477, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1698, s0.acc: 94.0732, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2382, s1.loss_cls: 0.0799, s1.acc: 94.2151, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1160, s2.loss_cls: 0.0395, s2.acc: 94.0942, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0536, loss: 1.1460 2024-03-10 11:04:08,560 - mmdet - INFO - Epoch [10][500/7330] lr: 1.342e-05, eta: 3 days, 6:40:36, time: 1.513, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1657, s0.acc: 94.2141, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2388, s1.loss_cls: 0.0770, s1.acc: 94.4915, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1152, s2.loss_cls: 0.0385, s2.acc: 94.3610, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0536, loss: 1.1432 2024-03-10 11:05:22,675 - mmdet - INFO - Epoch [10][550/7330] lr: 1.342e-05, eta: 3 days, 6:39:31, time: 1.482, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1660, s0.acc: 94.2224, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2374, s1.loss_cls: 0.0784, s1.acc: 94.3937, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1133, s2.loss_cls: 0.0389, s2.acc: 94.2466, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0529, loss: 1.1305 2024-03-10 11:06:33,524 - mmdet - INFO - Epoch [10][600/7330] lr: 1.342e-05, eta: 3 days, 6:38:17, time: 1.417, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1685, s0.acc: 94.1045, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2366, s1.loss_cls: 0.0788, s1.acc: 94.4084, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1126, s2.loss_cls: 0.0390, s2.acc: 94.3308, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0524, loss: 1.1373 2024-03-10 11:07:45,458 - mmdet - INFO - Epoch [10][650/7330] lr: 1.342e-05, eta: 3 days, 6:37:06, time: 1.439, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1739, s0.acc: 94.0249, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2423, s1.loss_cls: 0.0829, s1.acc: 94.1548, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1150, s2.loss_cls: 0.0409, s2.acc: 94.0484, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0534, loss: 1.1590 2024-03-10 11:08:55,437 - mmdet - INFO - Epoch [10][700/7330] lr: 1.342e-05, eta: 3 days, 6:35:49, time: 1.400, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1667, s0.acc: 94.2346, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2369, s1.loss_cls: 0.0795, s1.acc: 94.3459, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1144, s2.loss_cls: 0.0397, s2.acc: 94.1903, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0539, loss: 1.1329 2024-03-10 11:10:11,463 - mmdet - INFO - Epoch [10][750/7330] lr: 1.342e-05, eta: 3 days, 6:34:50, time: 1.521, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1827, s0.acc: 93.8096, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2432, s1.loss_cls: 0.0873, s1.acc: 93.9125, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1172, s2.loss_cls: 0.0429, s2.acc: 93.8719, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0545, loss: 1.1954 2024-03-10 11:11:26,660 - mmdet - INFO - Epoch [10][800/7330] lr: 1.342e-05, eta: 3 days, 6:33:48, time: 1.504, data_time: 0.204, memory: 17966, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1797, s0.acc: 93.7280, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2442, s1.loss_cls: 0.0855, s1.acc: 93.8464, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1168, s2.loss_cls: 0.0419, s2.acc: 93.8099, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0544, loss: 1.2016 2024-03-10 11:12:36,561 - mmdet - INFO - Epoch [10][850/7330] lr: 1.342e-05, eta: 3 days, 6:32:31, time: 1.398, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1835, s0.acc: 93.7288, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2410, s1.loss_cls: 0.0858, s1.acc: 93.9546, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1168, s2.loss_cls: 0.0420, s2.acc: 93.8133, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0545, loss: 1.1984 2024-03-10 11:13:47,258 - mmdet - INFO - Epoch [10][900/7330] lr: 1.342e-05, eta: 3 days, 6:31:16, time: 1.414, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1777, s0.acc: 93.8342, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2422, s1.loss_cls: 0.0842, s1.acc: 94.0408, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1166, s2.loss_cls: 0.0413, s2.acc: 94.0087, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0543, loss: 1.1749 2024-03-10 11:15:04,213 - mmdet - INFO - Epoch [10][950/7330] lr: 1.342e-05, eta: 3 days, 6:30:20, time: 1.539, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1845, s0.acc: 93.7207, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2428, s1.loss_cls: 0.0872, s1.acc: 93.9114, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1182, s2.loss_cls: 0.0429, s2.acc: 93.8317, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0553, loss: 1.2063 2024-03-10 11:16:16,302 - mmdet - INFO - Epoch [10][1000/7330] lr: 1.342e-05, eta: 3 days, 6:29:09, time: 1.442, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1685, s0.acc: 94.1599, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2394, s1.loss_cls: 0.0789, s1.acc: 94.4700, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1151, s2.loss_cls: 0.0386, s2.acc: 94.3870, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0542, loss: 1.1422 2024-03-10 11:17:30,531 - mmdet - INFO - Epoch [10][1050/7330] lr: 1.342e-05, eta: 3 days, 6:28:05, time: 1.485, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1802, s0.acc: 93.8438, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2396, s1.loss_cls: 0.0857, s1.acc: 93.9650, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1151, s2.loss_cls: 0.0421, s2.acc: 93.9584, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0539, loss: 1.1822 2024-03-10 11:18:38,977 - mmdet - INFO - Epoch [10][1100/7330] lr: 1.342e-05, eta: 3 days, 6:26:43, time: 1.369, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1706, s0.acc: 94.0400, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2372, s1.loss_cls: 0.0801, s1.acc: 94.2585, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1142, s2.loss_cls: 0.0399, s2.acc: 94.1181, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0535, loss: 1.1580 2024-03-10 11:19:54,059 - mmdet - INFO - Epoch [10][1150/7330] lr: 1.342e-05, eta: 3 days, 6:25:41, time: 1.502, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1793, s0.acc: 93.8542, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2431, s1.loss_cls: 0.0862, s1.acc: 94.0036, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1172, s2.loss_cls: 0.0420, s2.acc: 93.9499, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0545, loss: 1.1785 2024-03-10 11:21:09,111 - mmdet - INFO - Epoch [10][1200/7330] lr: 1.342e-05, eta: 3 days, 6:24:39, time: 1.501, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1700, s0.acc: 94.1609, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2372, s1.loss_cls: 0.0802, s1.acc: 94.3908, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1141, s2.loss_cls: 0.0398, s2.acc: 94.2950, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0532, loss: 1.1349 2024-03-10 11:22:19,832 - mmdet - INFO - Epoch [10][1250/7330] lr: 1.342e-05, eta: 3 days, 6:23:24, time: 1.414, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1669, s0.acc: 94.2607, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2405, s1.loss_cls: 0.0794, s1.acc: 94.3820, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1151, s2.loss_cls: 0.0398, s2.acc: 94.2308, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0535, loss: 1.1410 2024-03-10 11:23:31,101 - mmdet - INFO - Epoch [10][1300/7330] lr: 1.342e-05, eta: 3 days, 6:22:11, time: 1.425, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1845, s0.acc: 93.7732, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2431, s1.loss_cls: 0.0874, s1.acc: 93.9936, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1169, s2.loss_cls: 0.0426, s2.acc: 93.8991, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0547, loss: 1.1957 2024-03-10 11:24:40,197 - mmdet - INFO - Epoch [10][1350/7330] lr: 1.342e-05, eta: 3 days, 6:20:52, time: 1.382, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1741, s0.acc: 94.1035, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2394, s1.loss_cls: 0.0828, s1.acc: 94.2517, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1148, s2.loss_cls: 0.0407, s2.acc: 94.1810, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0535, loss: 1.1540 2024-03-10 11:25:50,887 - mmdet - INFO - Epoch [10][1400/7330] lr: 1.342e-05, eta: 3 days, 6:19:37, time: 1.414, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1780, s0.acc: 93.9143, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2422, s1.loss_cls: 0.0841, s1.acc: 94.0980, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1152, s2.loss_cls: 0.0414, s2.acc: 94.1251, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0537, loss: 1.1665 2024-03-10 11:27:02,314 - mmdet - INFO - Epoch [10][1450/7330] lr: 1.342e-05, eta: 3 days, 6:18:24, time: 1.429, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1701, s0.acc: 93.9548, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2349, s1.loss_cls: 0.0814, s1.acc: 94.1165, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1134, s2.loss_cls: 0.0401, s2.acc: 93.9511, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0529, loss: 1.1502 2024-03-10 11:28:18,638 - mmdet - INFO - Epoch [10][1500/7330] lr: 1.342e-05, eta: 3 days, 6:17:26, time: 1.526, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1822, s0.acc: 93.7158, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2482, s1.loss_cls: 0.0864, s1.acc: 93.9069, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1174, s2.loss_cls: 0.0427, s2.acc: 93.7689, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0542, loss: 1.2096 2024-03-10 11:29:30,416 - mmdet - INFO - Epoch [10][1550/7330] lr: 1.342e-05, eta: 3 days, 6:16:14, time: 1.436, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1731, s0.acc: 94.0400, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2519, s1.loss_cls: 0.0822, s1.acc: 94.2274, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1204, s2.loss_cls: 0.0405, s2.acc: 94.0926, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0559, loss: 1.1744 2024-03-10 11:30:45,502 - mmdet - INFO - Epoch [10][1600/7330] lr: 1.342e-05, eta: 3 days, 6:15:12, time: 1.502, data_time: 0.247, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1807, s0.acc: 93.8064, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2508, s1.loss_cls: 0.0855, s1.acc: 93.9410, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1195, s2.loss_cls: 0.0419, s2.acc: 93.9073, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0553, loss: 1.2001 2024-03-10 11:31:56,610 - mmdet - INFO - Epoch [10][1650/7330] lr: 1.342e-05, eta: 3 days, 6:13:58, time: 1.422, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1771, s0.acc: 93.9717, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2415, s1.loss_cls: 0.0840, s1.acc: 94.1584, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1152, s2.loss_cls: 0.0416, s2.acc: 94.0906, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0538, loss: 1.1719 2024-03-10 11:33:09,679 - mmdet - INFO - Epoch [10][1700/7330] lr: 1.342e-05, eta: 3 days, 6:12:50, time: 1.461, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1798, s0.acc: 93.7224, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2484, s1.loss_cls: 0.0847, s1.acc: 93.9149, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1195, s2.loss_cls: 0.0417, s2.acc: 93.8608, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0554, loss: 1.2001 2024-03-10 11:34:17,741 - mmdet - INFO - Epoch [10][1750/7330] lr: 1.342e-05, eta: 3 days, 6:11:28, time: 1.361, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1732, s0.acc: 94.0642, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2387, s1.loss_cls: 0.0819, s1.acc: 94.2258, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1149, s2.loss_cls: 0.0407, s2.acc: 94.0408, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0533, loss: 1.1560 2024-03-10 11:35:31,803 - mmdet - INFO - Epoch [10][1800/7330] lr: 1.342e-05, eta: 3 days, 6:10:23, time: 1.481, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1737, s0.acc: 93.9539, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2360, s1.loss_cls: 0.0825, s1.acc: 94.0470, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1135, s2.loss_cls: 0.0399, s2.acc: 94.0646, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0527, loss: 1.1542 2024-03-10 11:36:44,078 - mmdet - INFO - Epoch [10][1850/7330] lr: 1.342e-05, eta: 3 days, 6:09:13, time: 1.446, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1758, s0.acc: 94.1001, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2370, s1.loss_cls: 0.0833, s1.acc: 94.2210, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1141, s2.loss_cls: 0.0415, s2.acc: 93.9825, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0537, loss: 1.1566 2024-03-10 11:37:57,097 - mmdet - INFO - Epoch [10][1900/7330] lr: 1.342e-05, eta: 3 days, 6:08:05, time: 1.460, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1828, s0.acc: 93.7859, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2434, s1.loss_cls: 0.0862, s1.acc: 93.9142, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1177, s2.loss_cls: 0.0423, s2.acc: 93.8298, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0546, loss: 1.1902 2024-03-10 11:39:06,972 - mmdet - INFO - Epoch [10][1950/7330] lr: 1.342e-05, eta: 3 days, 6:06:47, time: 1.397, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1759, s0.acc: 93.8652, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2435, s1.loss_cls: 0.0821, s1.acc: 94.1446, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1179, s2.loss_cls: 0.0405, s2.acc: 94.1617, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0551, loss: 1.1741 2024-03-10 11:40:19,563 - mmdet - INFO - Epoch [10][2000/7330] lr: 1.342e-05, eta: 3 days, 6:05:38, time: 1.452, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1704, s0.acc: 94.1660, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2444, s1.loss_cls: 0.0805, s1.acc: 94.3434, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1170, s2.loss_cls: 0.0397, s2.acc: 94.1969, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0545, loss: 1.1527 2024-03-10 11:41:26,996 - mmdet - INFO - Epoch [10][2050/7330] lr: 1.342e-05, eta: 3 days, 6:04:14, time: 1.349, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1654, s0.acc: 94.3264, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2361, s1.loss_cls: 0.0788, s1.acc: 94.4408, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1149, s2.loss_cls: 0.0394, s2.acc: 94.2547, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0537, loss: 1.1175 2024-03-10 11:42:36,955 - mmdet - INFO - Epoch [10][2100/7330] lr: 1.342e-05, eta: 3 days, 6:02:57, time: 1.399, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1718, s0.acc: 94.1340, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2407, s1.loss_cls: 0.0820, s1.acc: 94.2738, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1166, s2.loss_cls: 0.0400, s2.acc: 94.1671, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0544, loss: 1.1483 2024-03-10 11:43:52,852 - mmdet - INFO - Epoch [10][2150/7330] lr: 1.342e-05, eta: 3 days, 6:01:57, time: 1.518, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1833, s0.acc: 93.9170, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2469, s1.loss_cls: 0.0869, s1.acc: 93.9944, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1191, s2.loss_cls: 0.0424, s2.acc: 93.9965, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0556, loss: 1.1893 2024-03-10 11:45:06,699 - mmdet - INFO - Epoch [10][2200/7330] lr: 1.342e-05, eta: 3 days, 6:00:51, time: 1.477, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1770, s0.acc: 94.0107, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2400, s1.loss_cls: 0.0844, s1.acc: 94.1787, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1165, s2.loss_cls: 0.0415, s2.acc: 94.0886, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0546, loss: 1.1616 2024-03-10 11:46:15,299 - mmdet - INFO - Epoch [10][2250/7330] lr: 1.342e-05, eta: 3 days, 5:59:31, time: 1.372, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1769, s0.acc: 94.0391, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2344, s1.loss_cls: 0.0844, s1.acc: 94.2584, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1134, s2.loss_cls: 0.0419, s2.acc: 94.0589, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0527, loss: 1.1519 2024-03-10 11:47:25,322 - mmdet - INFO - Epoch [10][2300/7330] lr: 1.342e-05, eta: 3 days, 5:58:14, time: 1.400, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1814, s0.acc: 93.8774, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2392, s1.loss_cls: 0.0852, s1.acc: 94.1021, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1146, s2.loss_cls: 0.0416, s2.acc: 94.0987, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0531, loss: 1.1759 2024-03-10 11:48:37,737 - mmdet - INFO - Epoch [10][2350/7330] lr: 1.342e-05, eta: 3 days, 5:57:04, time: 1.448, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1839, s0.acc: 93.8020, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2408, s1.loss_cls: 0.0867, s1.acc: 94.0116, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1163, s2.loss_cls: 0.0427, s2.acc: 93.8565, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0540, loss: 1.1850 2024-03-10 11:49:50,144 - mmdet - INFO - Epoch [10][2400/7330] lr: 1.342e-05, eta: 3 days, 5:55:54, time: 1.448, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1821, s0.acc: 93.7896, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2429, s1.loss_cls: 0.0873, s1.acc: 93.9381, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1184, s2.loss_cls: 0.0429, s2.acc: 93.8386, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0553, loss: 1.1854 2024-03-10 11:51:02,314 - mmdet - INFO - Epoch [10][2450/7330] lr: 1.342e-05, eta: 3 days, 5:54:44, time: 1.443, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1758, s0.acc: 93.9722, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2428, s1.loss_cls: 0.0828, s1.acc: 94.1630, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1178, s2.loss_cls: 0.0409, s2.acc: 94.1048, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0546, loss: 1.1675 2024-03-10 11:52:13,164 - mmdet - INFO - Epoch [10][2500/7330] lr: 1.342e-05, eta: 3 days, 5:53:29, time: 1.417, data_time: 0.207, memory: 17966, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1823, s0.acc: 93.8323, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2433, s1.loss_cls: 0.0867, s1.acc: 94.0262, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1176, s2.loss_cls: 0.0426, s2.acc: 93.9567, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0550, loss: 1.1892 2024-03-10 11:53:27,492 - mmdet - INFO - Epoch [10][2550/7330] lr: 1.342e-05, eta: 3 days, 5:52:25, time: 1.487, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1818, s0.acc: 93.6978, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2362, s1.loss_cls: 0.0872, s1.acc: 93.7650, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1142, s2.loss_cls: 0.0430, s2.acc: 93.6795, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0529, loss: 1.1922 2024-03-10 11:54:36,335 - mmdet - INFO - Epoch [10][2600/7330] lr: 1.342e-05, eta: 3 days, 5:51:05, time: 1.377, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1749, s0.acc: 93.9712, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2402, s1.loss_cls: 0.0841, s1.acc: 94.1270, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1151, s2.loss_cls: 0.0417, s2.acc: 94.0127, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0537, loss: 1.1654 2024-03-10 11:55:50,197 - mmdet - INFO - Epoch [10][2650/7330] lr: 1.342e-05, eta: 3 days, 5:49:59, time: 1.477, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1903, s0.acc: 93.5342, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2447, s1.loss_cls: 0.0902, s1.acc: 93.7614, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1192, s2.loss_cls: 0.0445, s2.acc: 93.5358, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0552, loss: 1.2320 2024-03-10 11:57:05,198 - mmdet - INFO - Epoch [10][2700/7330] lr: 1.342e-05, eta: 3 days, 5:48:57, time: 1.500, data_time: 0.210, memory: 17966, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1732, s0.acc: 93.9971, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2408, s1.loss_cls: 0.0830, s1.acc: 94.0344, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1159, s2.loss_cls: 0.0410, s2.acc: 93.9635, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0537, loss: 1.1610 2024-03-10 11:58:14,869 - mmdet - INFO - Epoch [10][2750/7330] lr: 1.342e-05, eta: 3 days, 5:47:39, time: 1.393, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1758, s0.acc: 94.0776, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2384, s1.loss_cls: 0.0824, s1.acc: 94.3227, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1146, s2.loss_cls: 0.0404, s2.acc: 94.2601, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0538, loss: 1.1578 2024-03-10 11:59:28,085 - mmdet - INFO - Epoch [10][2800/7330] lr: 1.342e-05, eta: 3 days, 5:46:31, time: 1.464, data_time: 0.207, memory: 17966, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1861, s0.acc: 93.6458, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2425, s1.loss_cls: 0.0878, s1.acc: 93.8581, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1159, s2.loss_cls: 0.0432, s2.acc: 93.7719, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0538, loss: 1.1964 2024-03-10 12:00:42,672 - mmdet - INFO - Epoch [10][2850/7330] lr: 1.342e-05, eta: 3 days, 5:45:28, time: 1.492, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1839, s0.acc: 93.7512, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2400, s1.loss_cls: 0.0865, s1.acc: 93.9371, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1154, s2.loss_cls: 0.0424, s2.acc: 93.8425, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0535, loss: 1.1931 2024-03-10 12:01:52,629 - mmdet - INFO - Epoch [10][2900/7330] lr: 1.342e-05, eta: 3 days, 5:44:11, time: 1.399, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1751, s0.acc: 93.9807, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2380, s1.loss_cls: 0.0829, s1.acc: 94.1408, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1141, s2.loss_cls: 0.0411, s2.acc: 94.0866, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0530, loss: 1.1639 2024-03-10 12:03:07,952 - mmdet - INFO - Epoch [10][2950/7330] lr: 1.342e-05, eta: 3 days, 5:43:09, time: 1.507, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1796, s0.acc: 93.8684, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2391, s1.loss_cls: 0.0851, s1.acc: 94.0290, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1162, s2.loss_cls: 0.0421, s2.acc: 93.9362, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0541, loss: 1.1807 2024-03-10 12:04:19,876 - mmdet - INFO - Epoch [10][3000/7330] lr: 1.342e-05, eta: 3 days, 5:41:58, time: 1.438, data_time: 0.236, memory: 17966, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1820, s0.acc: 93.8818, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2394, s1.loss_cls: 0.0860, s1.acc: 94.0747, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1162, s2.loss_cls: 0.0421, s2.acc: 94.0310, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0542, loss: 1.1809 2024-03-10 12:05:31,468 - mmdet - INFO - Epoch [10][3050/7330] lr: 1.342e-05, eta: 3 days, 5:40:46, time: 1.432, data_time: 0.115, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1772, s0.acc: 93.9895, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2443, s1.loss_cls: 0.0831, s1.acc: 94.1859, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1173, s2.loss_cls: 0.0408, s2.acc: 94.0873, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0546, loss: 1.1761 2024-03-10 12:06:43,969 - mmdet - INFO - Epoch [10][3100/7330] lr: 1.342e-05, eta: 3 days, 5:39:36, time: 1.450, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1807, s0.acc: 93.7620, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2413, s1.loss_cls: 0.0868, s1.acc: 93.8426, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1169, s2.loss_cls: 0.0429, s2.acc: 93.7214, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0547, loss: 1.1875 2024-03-10 12:07:55,620 - mmdet - INFO - Epoch [10][3150/7330] lr: 1.342e-05, eta: 3 days, 5:38:24, time: 1.433, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1688, s0.acc: 94.2139, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2383, s1.loss_cls: 0.0801, s1.acc: 94.3129, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1144, s2.loss_cls: 0.0395, s2.acc: 94.1902, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0534, loss: 1.1363 2024-03-10 12:09:07,088 - mmdet - INFO - Epoch [10][3200/7330] lr: 1.342e-05, eta: 3 days, 5:37:11, time: 1.429, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1742, s0.acc: 93.9895, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2426, s1.loss_cls: 0.0833, s1.acc: 94.1255, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1161, s2.loss_cls: 0.0409, s2.acc: 94.1076, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0538, loss: 1.1573 2024-03-10 12:10:15,247 - mmdet - INFO - Epoch [10][3250/7330] lr: 1.342e-05, eta: 3 days, 5:35:50, time: 1.363, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1801, s0.acc: 93.7417, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2391, s1.loss_cls: 0.0853, s1.acc: 93.8388, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1149, s2.loss_cls: 0.0425, s2.acc: 93.7663, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0534, loss: 1.1830 2024-03-10 12:11:26,902 - mmdet - INFO - Epoch [10][3300/7330] lr: 1.342e-05, eta: 3 days, 5:34:37, time: 1.433, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1765, s0.acc: 93.9768, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2402, s1.loss_cls: 0.0834, s1.acc: 94.1716, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1159, s2.loss_cls: 0.0418, s2.acc: 93.9866, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0545, loss: 1.1726 2024-03-10 12:12:39,949 - mmdet - INFO - Epoch [10][3350/7330] lr: 1.342e-05, eta: 3 days, 5:33:29, time: 1.461, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1788, s0.acc: 93.9397, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2385, s1.loss_cls: 0.0845, s1.acc: 94.1148, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1157, s2.loss_cls: 0.0416, s2.acc: 94.0210, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0543, loss: 1.1776 2024-03-10 12:13:52,880 - mmdet - INFO - Epoch [10][3400/7330] lr: 1.342e-05, eta: 3 days, 5:32:21, time: 1.459, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1715, s0.acc: 94.1807, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2389, s1.loss_cls: 0.0814, s1.acc: 94.3616, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1154, s2.loss_cls: 0.0404, s2.acc: 94.2354, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0537, loss: 1.1410 2024-03-10 12:15:06,597 - mmdet - INFO - Epoch [10][3450/7330] lr: 1.342e-05, eta: 3 days, 5:31:15, time: 1.474, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1848, s0.acc: 93.6594, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2449, s1.loss_cls: 0.0887, s1.acc: 93.7401, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1176, s2.loss_cls: 0.0438, s2.acc: 93.6447, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0544, loss: 1.1926 2024-03-10 12:16:18,063 - mmdet - INFO - Epoch [10][3500/7330] lr: 1.342e-05, eta: 3 days, 5:30:02, time: 1.429, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1721, s0.acc: 94.1096, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2373, s1.loss_cls: 0.0821, s1.acc: 94.1797, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1144, s2.loss_cls: 0.0408, s2.acc: 94.0502, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0530, loss: 1.1505 2024-03-10 12:17:27,709 - mmdet - INFO - Epoch [10][3550/7330] lr: 1.342e-05, eta: 3 days, 5:28:44, time: 1.393, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1769, s0.acc: 94.0122, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2475, s1.loss_cls: 0.0835, s1.acc: 94.1984, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1193, s2.loss_cls: 0.0407, s2.acc: 94.1694, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0555, loss: 1.1784 2024-03-10 12:18:32,440 - mmdet - INFO - Epoch [10][3600/7330] lr: 1.342e-05, eta: 3 days, 5:27:13, time: 1.295, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1751, s0.acc: 94.0227, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2368, s1.loss_cls: 0.0828, s1.acc: 94.1691, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1143, s2.loss_cls: 0.0411, s2.acc: 94.0144, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0535, loss: 1.1477 2024-03-10 12:19:44,443 - mmdet - INFO - Epoch [10][3650/7330] lr: 1.342e-05, eta: 3 days, 5:26:02, time: 1.440, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1784, s0.acc: 93.9055, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2399, s1.loss_cls: 0.0846, s1.acc: 94.0643, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1155, s2.loss_cls: 0.0420, s2.acc: 93.8842, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0541, loss: 1.1731 2024-03-10 12:20:57,180 - mmdet - INFO - Epoch [10][3700/7330] lr: 1.342e-05, eta: 3 days, 5:24:53, time: 1.455, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1835, s0.acc: 93.7949, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2401, s1.loss_cls: 0.0871, s1.acc: 93.8927, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1141, s2.loss_cls: 0.0435, s2.acc: 93.7480, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0531, loss: 1.1773 2024-03-10 12:22:08,783 - mmdet - INFO - Epoch [10][3750/7330] lr: 1.342e-05, eta: 3 days, 5:23:41, time: 1.432, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1651, s0.acc: 94.3230, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2366, s1.loss_cls: 0.0781, s1.acc: 94.4535, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1138, s2.loss_cls: 0.0386, s2.acc: 94.3538, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0529, loss: 1.1209 2024-03-10 12:23:25,707 - mmdet - INFO - Epoch [10][3800/7330] lr: 1.342e-05, eta: 3 days, 5:22:44, time: 1.538, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1812, s0.acc: 93.7361, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2391, s1.loss_cls: 0.0858, s1.acc: 93.9626, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1159, s2.loss_cls: 0.0420, s2.acc: 93.8536, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0542, loss: 1.1812 2024-03-10 12:24:34,239 - mmdet - INFO - Epoch [10][3850/7330] lr: 1.342e-05, eta: 3 days, 5:21:23, time: 1.371, data_time: 0.108, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1784, s0.acc: 93.8491, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2422, s1.loss_cls: 0.0859, s1.acc: 93.9529, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1164, s2.loss_cls: 0.0428, s2.acc: 93.7596, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0541, loss: 1.1768 2024-03-10 12:25:49,656 - mmdet - INFO - Epoch [10][3900/7330] lr: 1.342e-05, eta: 3 days, 5:20:21, time: 1.508, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1822, s0.acc: 93.8306, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2392, s1.loss_cls: 0.0865, s1.acc: 93.9439, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1161, s2.loss_cls: 0.0429, s2.acc: 93.8441, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0543, loss: 1.1860 2024-03-10 12:27:06,235 - mmdet - INFO - Epoch [10][3950/7330] lr: 1.342e-05, eta: 3 days, 5:19:23, time: 1.531, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1709, s0.acc: 93.9922, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2389, s1.loss_cls: 0.0818, s1.acc: 94.1062, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1159, s2.loss_cls: 0.0404, s2.acc: 93.9167, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0543, loss: 1.1610 2024-03-10 12:28:17,801 - mmdet - INFO - Epoch [10][4000/7330] lr: 1.342e-05, eta: 3 days, 5:18:11, time: 1.432, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1832, s0.acc: 93.6357, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2418, s1.loss_cls: 0.0870, s1.acc: 93.7916, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1157, s2.loss_cls: 0.0431, s2.acc: 93.7747, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0537, loss: 1.1999 2024-03-10 12:29:29,481 - mmdet - INFO - Epoch [10][4050/7330] lr: 1.342e-05, eta: 3 days, 5:16:59, time: 1.434, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1861, s0.acc: 93.7791, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2397, s1.loss_cls: 0.0892, s1.acc: 93.8477, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1151, s2.loss_cls: 0.0435, s2.acc: 93.9495, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0533, loss: 1.1827 2024-03-10 12:30:41,665 - mmdet - INFO - Epoch [10][4100/7330] lr: 1.342e-05, eta: 3 days, 5:15:48, time: 1.444, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1795, s0.acc: 93.8147, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2407, s1.loss_cls: 0.0869, s1.acc: 93.8789, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1181, s2.loss_cls: 0.0438, s2.acc: 93.7061, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0554, loss: 1.1848 2024-03-10 12:31:55,144 - mmdet - INFO - Epoch [10][4150/7330] lr: 1.342e-05, eta: 3 days, 5:14:41, time: 1.470, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1789, s0.acc: 93.8831, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2368, s1.loss_cls: 0.0840, s1.acc: 94.0253, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1148, s2.loss_cls: 0.0411, s2.acc: 94.0741, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0537, loss: 1.1659 2024-03-10 12:33:12,325 - mmdet - INFO - Epoch [10][4200/7330] lr: 1.342e-05, eta: 3 days, 5:13:44, time: 1.544, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1849, s0.acc: 93.5854, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2384, s1.loss_cls: 0.0895, s1.acc: 93.6700, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1146, s2.loss_cls: 0.0443, s2.acc: 93.6111, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0535, loss: 1.1977 2024-03-10 12:34:29,509 - mmdet - INFO - Epoch [10][4250/7330] lr: 1.342e-05, eta: 3 days, 5:12:47, time: 1.544, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1830, s0.acc: 93.6670, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2425, s1.loss_cls: 0.0866, s1.acc: 93.8013, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1174, s2.loss_cls: 0.0428, s2.acc: 93.7108, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0550, loss: 1.2125 2024-03-10 12:35:40,428 - mmdet - INFO - Epoch [10][4300/7330] lr: 1.342e-05, eta: 3 days, 5:11:33, time: 1.418, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1835, s0.acc: 93.7236, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2401, s1.loss_cls: 0.0870, s1.acc: 93.7922, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1163, s2.loss_cls: 0.0431, s2.acc: 93.6330, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0541, loss: 1.1837 2024-03-10 12:36:56,999 - mmdet - INFO - Epoch [10][4350/7330] lr: 1.342e-05, eta: 3 days, 5:10:35, time: 1.531, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1820, s0.acc: 93.7507, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2398, s1.loss_cls: 0.0872, s1.acc: 93.8671, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1151, s2.loss_cls: 0.0429, s2.acc: 93.8462, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0533, loss: 1.1866 2024-03-10 12:38:11,872 - mmdet - INFO - Epoch [10][4400/7330] lr: 1.342e-05, eta: 3 days, 5:09:31, time: 1.497, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1662, s0.acc: 94.2554, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2326, s1.loss_cls: 0.0790, s1.acc: 94.3811, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1127, s2.loss_cls: 0.0388, s2.acc: 94.3215, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0529, loss: 1.1105 2024-03-10 12:39:21,008 - mmdet - INFO - Epoch [10][4450/7330] lr: 1.342e-05, eta: 3 days, 5:08:12, time: 1.383, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1827, s0.acc: 93.7419, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2444, s1.loss_cls: 0.0866, s1.acc: 93.8818, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1172, s2.loss_cls: 0.0430, s2.acc: 93.7748, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0547, loss: 1.1827 2024-03-10 12:40:37,064 - mmdet - INFO - Epoch [10][4500/7330] lr: 1.342e-05, eta: 3 days, 5:07:12, time: 1.521, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1793, s0.acc: 93.7788, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2446, s1.loss_cls: 0.0856, s1.acc: 93.9071, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1171, s2.loss_cls: 0.0419, s2.acc: 93.9074, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0545, loss: 1.1794 2024-03-10 12:41:51,261 - mmdet - INFO - Epoch [10][4550/7330] lr: 1.342e-05, eta: 3 days, 5:06:07, time: 1.484, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1778, s0.acc: 94.1182, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2381, s1.loss_cls: 0.0835, s1.acc: 94.2938, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1151, s2.loss_cls: 0.0414, s2.acc: 94.1373, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0541, loss: 1.1537 2024-03-10 12:43:00,650 - mmdet - INFO - Epoch [10][4600/7330] lr: 1.342e-05, eta: 3 days, 5:04:49, time: 1.388, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1805, s0.acc: 93.8477, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2431, s1.loss_cls: 0.0857, s1.acc: 93.9567, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1185, s2.loss_cls: 0.0422, s2.acc: 93.9465, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0551, loss: 1.1942 2024-03-10 12:44:13,223 - mmdet - INFO - Epoch [10][4650/7330] lr: 1.342e-05, eta: 3 days, 5:03:39, time: 1.451, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1705, s0.acc: 94.1157, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2362, s1.loss_cls: 0.0810, s1.acc: 94.3021, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1143, s2.loss_cls: 0.0407, s2.acc: 94.0270, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0533, loss: 1.1431 2024-03-10 12:45:27,400 - mmdet - INFO - Epoch [10][4700/7330] lr: 1.342e-05, eta: 3 days, 5:02:34, time: 1.484, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1847, s0.acc: 93.7061, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2444, s1.loss_cls: 0.0879, s1.acc: 93.7901, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1178, s2.loss_cls: 0.0432, s2.acc: 93.7223, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0550, loss: 1.1933 2024-03-10 12:46:43,469 - mmdet - INFO - Epoch [10][4750/7330] lr: 1.342e-05, eta: 3 days, 5:01:34, time: 1.521, data_time: 0.228, memory: 17966, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1766, s0.acc: 93.9895, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2406, s1.loss_cls: 0.0840, s1.acc: 94.1795, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1170, s2.loss_cls: 0.0408, s2.acc: 94.2162, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0548, loss: 1.1708 2024-03-10 12:47:55,861 - mmdet - INFO - Epoch [10][4800/7330] lr: 1.342e-05, eta: 3 days, 5:00:24, time: 1.448, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1806, s0.acc: 93.8230, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2417, s1.loss_cls: 0.0854, s1.acc: 93.9662, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1172, s2.loss_cls: 0.0423, s2.acc: 93.8636, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0543, loss: 1.1809 2024-03-10 12:49:12,982 - mmdet - INFO - Epoch [10][4850/7330] lr: 1.342e-05, eta: 3 days, 4:59:27, time: 1.542, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1834, s0.acc: 93.6187, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2440, s1.loss_cls: 0.0868, s1.acc: 93.7833, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1166, s2.loss_cls: 0.0427, s2.acc: 93.7550, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0541, loss: 1.2137 2024-03-10 12:50:22,107 - mmdet - INFO - Epoch [10][4900/7330] lr: 1.342e-05, eta: 3 days, 4:58:08, time: 1.383, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1755, s0.acc: 93.9944, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2427, s1.loss_cls: 0.0841, s1.acc: 94.1506, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1167, s2.loss_cls: 0.0417, s2.acc: 93.9928, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0545, loss: 1.1683 2024-03-10 12:51:36,486 - mmdet - INFO - Epoch [10][4950/7330] lr: 1.342e-05, eta: 3 days, 4:57:03, time: 1.488, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1705, s0.acc: 94.1685, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2389, s1.loss_cls: 0.0821, s1.acc: 94.2071, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1163, s2.loss_cls: 0.0409, s2.acc: 94.0413, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0544, loss: 1.1459 2024-03-10 12:52:53,702 - mmdet - INFO - Epoch [10][5000/7330] lr: 1.342e-05, eta: 3 days, 4:56:06, time: 1.544, data_time: 0.232, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1689, s0.acc: 94.0732, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2385, s1.loss_cls: 0.0811, s1.acc: 94.2492, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1153, s2.loss_cls: 0.0401, s2.acc: 94.1721, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0539, loss: 1.1467 2024-03-10 12:54:02,785 - mmdet - INFO - Epoch [10][5050/7330] lr: 1.342e-05, eta: 3 days, 4:54:47, time: 1.382, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1741, s0.acc: 93.9189, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2452, s1.loss_cls: 0.0837, s1.acc: 93.9749, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1175, s2.loss_cls: 0.0411, s2.acc: 94.0630, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0547, loss: 1.1780 2024-03-10 12:55:12,513 - mmdet - INFO - Epoch [10][5100/7330] lr: 1.342e-05, eta: 3 days, 4:53:30, time: 1.395, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1764, s0.acc: 93.9033, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2390, s1.loss_cls: 0.0829, s1.acc: 94.1030, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1153, s2.loss_cls: 0.0408, s2.acc: 94.1747, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0537, loss: 1.1540 2024-03-10 12:56:23,204 - mmdet - INFO - Epoch [10][5150/7330] lr: 1.342e-05, eta: 3 days, 4:52:15, time: 1.414, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1739, s0.acc: 93.9963, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2445, s1.loss_cls: 0.0819, s1.acc: 94.2104, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1176, s2.loss_cls: 0.0407, s2.acc: 94.0759, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0550, loss: 1.1643 2024-03-10 12:57:38,278 - mmdet - INFO - Epoch [10][5200/7330] lr: 1.342e-05, eta: 3 days, 4:51:12, time: 1.501, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1757, s0.acc: 93.9846, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2449, s1.loss_cls: 0.0834, s1.acc: 94.0639, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1177, s2.loss_cls: 0.0416, s2.acc: 93.9282, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0545, loss: 1.1728 2024-03-10 12:58:52,834 - mmdet - INFO - Epoch [10][5250/7330] lr: 1.342e-05, eta: 3 days, 4:50:08, time: 1.491, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1820, s0.acc: 93.6904, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2346, s1.loss_cls: 0.0872, s1.acc: 93.8579, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1128, s2.loss_cls: 0.0429, s2.acc: 93.7643, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0526, loss: 1.1735 2024-03-10 13:00:02,124 - mmdet - INFO - Epoch [10][5300/7330] lr: 1.342e-05, eta: 3 days, 4:48:49, time: 1.386, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1781, s0.acc: 93.8672, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2507, s1.loss_cls: 0.0850, s1.acc: 93.9153, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1201, s2.loss_cls: 0.0419, s2.acc: 93.7862, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0555, loss: 1.1931 2024-03-10 13:01:15,384 - mmdet - INFO - Epoch [10][5350/7330] lr: 1.342e-05, eta: 3 days, 4:47:41, time: 1.465, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1615, s0.acc: 94.4138, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2345, s1.loss_cls: 0.0771, s1.acc: 94.5095, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1142, s2.loss_cls: 0.0382, s2.acc: 94.4220, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0534, loss: 1.1060 2024-03-10 13:02:28,039 - mmdet - INFO - Epoch [10][5400/7330] lr: 1.342e-05, eta: 3 days, 4:46:32, time: 1.453, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1778, s0.acc: 94.0320, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2437, s1.loss_cls: 0.0838, s1.acc: 94.2244, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1168, s2.loss_cls: 0.0415, s2.acc: 94.0279, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0542, loss: 1.1695 2024-03-10 13:03:40,844 - mmdet - INFO - Epoch [10][5450/7330] lr: 1.342e-05, eta: 3 days, 4:45:23, time: 1.456, data_time: 0.206, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1788, s0.acc: 93.8071, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2445, s1.loss_cls: 0.0846, s1.acc: 93.9844, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1174, s2.loss_cls: 0.0417, s2.acc: 93.8786, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0549, loss: 1.1836 2024-03-10 13:04:56,592 - mmdet - INFO - Epoch [10][5500/7330] lr: 1.342e-05, eta: 3 days, 4:44:22, time: 1.515, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1715, s0.acc: 93.9814, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2423, s1.loss_cls: 0.0811, s1.acc: 94.1184, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1166, s2.loss_cls: 0.0400, s2.acc: 93.9578, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0542, loss: 1.1666 2024-03-10 13:06:10,267 - mmdet - INFO - Epoch [10][5550/7330] lr: 1.342e-05, eta: 3 days, 4:43:15, time: 1.474, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1704, s0.acc: 94.2798, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2412, s1.loss_cls: 0.0816, s1.acc: 94.5049, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1162, s2.loss_cls: 0.0398, s2.acc: 94.3581, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0542, loss: 1.1466 2024-03-10 13:07:22,888 - mmdet - INFO - Epoch [10][5600/7330] lr: 1.342e-05, eta: 3 days, 4:42:05, time: 1.452, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1673, s0.acc: 94.3235, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2357, s1.loss_cls: 0.0785, s1.acc: 94.4437, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1146, s2.loss_cls: 0.0385, s2.acc: 94.3713, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0538, loss: 1.1340 2024-03-10 13:08:36,710 - mmdet - INFO - Epoch [10][5650/7330] lr: 1.342e-05, eta: 3 days, 4:40:59, time: 1.476, data_time: 0.196, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1576, s0.acc: 94.5691, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2331, s1.loss_cls: 0.0733, s1.acc: 94.7865, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1124, s2.loss_cls: 0.0369, s2.acc: 94.6845, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0528, loss: 1.1012 2024-03-10 13:09:49,620 - mmdet - INFO - Epoch [10][5700/7330] lr: 1.342e-05, eta: 3 days, 4:39:50, time: 1.458, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1800, s0.acc: 93.8076, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2456, s1.loss_cls: 0.0853, s1.acc: 94.0418, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1184, s2.loss_cls: 0.0423, s2.acc: 93.9861, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0556, loss: 1.1965 2024-03-10 13:10:58,011 - mmdet - INFO - Epoch [10][5750/7330] lr: 1.342e-05, eta: 3 days, 4:38:29, time: 1.368, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1657, s0.acc: 94.2959, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2404, s1.loss_cls: 0.0795, s1.acc: 94.3719, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1159, s2.loss_cls: 0.0394, s2.acc: 94.3003, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0538, loss: 1.1219 2024-03-10 13:12:09,229 - mmdet - INFO - Epoch [10][5800/7330] lr: 1.342e-05, eta: 3 days, 4:37:16, time: 1.424, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1823, s0.acc: 93.6899, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2452, s1.loss_cls: 0.0857, s1.acc: 93.8737, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1177, s2.loss_cls: 0.0426, s2.acc: 93.6806, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0548, loss: 1.2022 2024-03-10 13:13:23,883 - mmdet - INFO - Epoch [10][5850/7330] lr: 1.342e-05, eta: 3 days, 4:36:12, time: 1.493, data_time: 0.211, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1652, s0.acc: 94.3477, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2334, s1.loss_cls: 0.0774, s1.acc: 94.5290, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1132, s2.loss_cls: 0.0384, s2.acc: 94.3868, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0529, loss: 1.1166 2024-03-10 13:14:32,922 - mmdet - INFO - Epoch [10][5900/7330] lr: 1.342e-05, eta: 3 days, 4:34:53, time: 1.381, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1873, s0.acc: 93.6824, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2467, s1.loss_cls: 0.0886, s1.acc: 93.8607, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1195, s2.loss_cls: 0.0437, s2.acc: 93.8073, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0557, loss: 1.2106 2024-03-10 13:15:47,054 - mmdet - INFO - Epoch [10][5950/7330] lr: 1.342e-05, eta: 3 days, 4:33:47, time: 1.483, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1756, s0.acc: 93.9211, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2431, s1.loss_cls: 0.0821, s1.acc: 94.1335, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1164, s2.loss_cls: 0.0407, s2.acc: 93.9211, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0541, loss: 1.1704 2024-03-10 13:17:01,662 - mmdet - INFO - Epoch [10][6000/7330] lr: 1.342e-05, eta: 3 days, 4:32:43, time: 1.492, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1694, s0.acc: 94.1934, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2352, s1.loss_cls: 0.0801, s1.acc: 94.3505, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1140, s2.loss_cls: 0.0392, s2.acc: 94.3122, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0534, loss: 1.1269 2024-03-10 13:18:13,783 - mmdet - INFO - Epoch [10][6050/7330] lr: 1.342e-05, eta: 3 days, 4:31:32, time: 1.442, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1710, s0.acc: 94.1360, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2404, s1.loss_cls: 0.0814, s1.acc: 94.2716, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1158, s2.loss_cls: 0.0403, s2.acc: 94.2278, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0539, loss: 1.1448 2024-03-10 13:19:26,722 - mmdet - INFO - Epoch [10][6100/7330] lr: 1.342e-05, eta: 3 days, 4:30:23, time: 1.459, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1716, s0.acc: 94.1321, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2433, s1.loss_cls: 0.0817, s1.acc: 94.3085, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1185, s2.loss_cls: 0.0405, s2.acc: 94.1833, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0554, loss: 1.1584 2024-03-10 13:20:41,222 - mmdet - INFO - Epoch [10][6150/7330] lr: 1.342e-05, eta: 3 days, 4:29:19, time: 1.490, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1781, s0.acc: 93.9390, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2427, s1.loss_cls: 0.0839, s1.acc: 94.1054, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1178, s2.loss_cls: 0.0416, s2.acc: 93.9221, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0545, loss: 1.1708 2024-03-10 13:21:51,969 - mmdet - INFO - Epoch [10][6200/7330] lr: 1.342e-05, eta: 3 days, 4:28:04, time: 1.415, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1816, s0.acc: 93.7239, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2455, s1.loss_cls: 0.0842, s1.acc: 93.9081, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1184, s2.loss_cls: 0.0419, s2.acc: 93.8107, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0554, loss: 1.1976 2024-03-10 13:23:05,338 - mmdet - INFO - Epoch [10][6250/7330] lr: 1.342e-05, eta: 3 days, 4:26:56, time: 1.467, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1704, s0.acc: 94.1101, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2409, s1.loss_cls: 0.0808, s1.acc: 94.1889, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1158, s2.loss_cls: 0.0400, s2.acc: 94.1118, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1505 2024-03-10 13:24:14,704 - mmdet - INFO - Epoch [10][6300/7330] lr: 1.342e-05, eta: 3 days, 4:25:38, time: 1.387, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1798, s0.acc: 93.7234, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2459, s1.loss_cls: 0.0847, s1.acc: 93.8711, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1176, s2.loss_cls: 0.0416, s2.acc: 93.8294, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0548, loss: 1.1889 2024-03-10 13:25:29,528 - mmdet - INFO - Epoch [10][6350/7330] lr: 1.342e-05, eta: 3 days, 4:24:34, time: 1.496, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1759, s0.acc: 93.8879, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2415, s1.loss_cls: 0.0816, s1.acc: 94.1966, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1158, s2.loss_cls: 0.0401, s2.acc: 94.1180, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0539, loss: 1.1676 2024-03-10 13:26:40,151 - mmdet - INFO - Epoch [10][6400/7330] lr: 1.342e-05, eta: 3 days, 4:23:20, time: 1.412, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1730, s0.acc: 94.1406, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2402, s1.loss_cls: 0.0812, s1.acc: 94.3679, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1169, s2.loss_cls: 0.0396, s2.acc: 94.4037, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0548, loss: 1.1528 2024-03-10 13:27:56,823 - mmdet - INFO - Epoch [10][6450/7330] lr: 1.342e-05, eta: 3 days, 4:22:21, time: 1.533, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1831, s0.acc: 93.7825, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2415, s1.loss_cls: 0.0870, s1.acc: 94.0000, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1181, s2.loss_cls: 0.0430, s2.acc: 93.9277, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0553, loss: 1.2077 2024-03-10 13:29:07,531 - mmdet - INFO - Epoch [10][6500/7330] lr: 1.342e-05, eta: 3 days, 4:21:06, time: 1.414, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1781, s0.acc: 93.9612, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2369, s1.loss_cls: 0.0850, s1.acc: 94.1110, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1148, s2.loss_cls: 0.0419, s2.acc: 93.9951, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0541, loss: 1.1613 2024-03-10 13:30:18,149 - mmdet - INFO - Epoch [10][6550/7330] lr: 1.342e-05, eta: 3 days, 4:19:51, time: 1.413, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1712, s0.acc: 94.1643, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2430, s1.loss_cls: 0.0809, s1.acc: 94.3662, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1167, s2.loss_cls: 0.0402, s2.acc: 94.2349, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0543, loss: 1.1457 2024-03-10 13:31:33,573 - mmdet - INFO - Epoch [10][6600/7330] lr: 1.342e-05, eta: 3 days, 4:18:49, time: 1.508, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1761, s0.acc: 93.8923, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2461, s1.loss_cls: 0.0830, s1.acc: 94.1808, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1193, s2.loss_cls: 0.0407, s2.acc: 94.1294, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0558, loss: 1.1702 2024-03-10 13:32:46,225 - mmdet - INFO - Epoch [10][6650/7330] lr: 1.342e-05, eta: 3 days, 4:17:39, time: 1.453, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1784, s0.acc: 93.8696, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2424, s1.loss_cls: 0.0855, s1.acc: 94.0085, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1175, s2.loss_cls: 0.0427, s2.acc: 93.8777, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0551, loss: 1.1945 2024-03-10 13:34:00,139 - mmdet - INFO - Epoch [10][6700/7330] lr: 1.342e-05, eta: 3 days, 4:16:33, time: 1.478, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1773, s0.acc: 93.9592, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2401, s1.loss_cls: 0.0839, s1.acc: 94.0609, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1166, s2.loss_cls: 0.0420, s2.acc: 93.9208, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0543, loss: 1.1695 2024-03-10 13:35:10,229 - mmdet - INFO - Epoch [10][6750/7330] lr: 1.342e-05, eta: 3 days, 4:15:17, time: 1.402, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1799, s0.acc: 93.9749, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2462, s1.loss_cls: 0.0836, s1.acc: 94.2952, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1185, s2.loss_cls: 0.0412, s2.acc: 94.2223, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0552, loss: 1.1812 2024-03-10 13:36:22,423 - mmdet - INFO - Epoch [10][6800/7330] lr: 1.342e-05, eta: 3 days, 4:14:06, time: 1.444, data_time: 0.118, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1780, s0.acc: 93.8381, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2445, s1.loss_cls: 0.0847, s1.acc: 94.0016, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1180, s2.loss_cls: 0.0422, s2.acc: 93.7930, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0550, loss: 1.1923 2024-03-10 13:37:35,430 - mmdet - INFO - Epoch [10][6850/7330] lr: 1.342e-05, eta: 3 days, 4:12:57, time: 1.460, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1699, s0.acc: 94.1741, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2399, s1.loss_cls: 0.0806, s1.acc: 94.3767, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1165, s2.loss_cls: 0.0395, s2.acc: 94.3769, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0543, loss: 1.1373 2024-03-10 13:38:47,144 - mmdet - INFO - Epoch [10][6900/7330] lr: 1.342e-05, eta: 3 days, 4:11:45, time: 1.434, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1834, s0.acc: 93.8325, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2388, s1.loss_cls: 0.0857, s1.acc: 94.0762, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1146, s2.loss_cls: 0.0418, s2.acc: 94.0311, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0536, loss: 1.1799 2024-03-10 13:40:02,922 - mmdet - INFO - Epoch [10][6950/7330] lr: 1.342e-05, eta: 3 days, 4:10:44, time: 1.516, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1724, s0.acc: 94.1311, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2377, s1.loss_cls: 0.0811, s1.acc: 94.2998, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1164, s2.loss_cls: 0.0401, s2.acc: 94.2224, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0542, loss: 1.1499 2024-03-10 13:41:14,797 - mmdet - INFO - Epoch [10][7000/7330] lr: 1.342e-05, eta: 3 days, 4:09:32, time: 1.437, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1924, s0.acc: 93.5303, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2462, s1.loss_cls: 0.0920, s1.acc: 93.6885, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1189, s2.loss_cls: 0.0447, s2.acc: 93.5792, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0552, loss: 1.2235 2024-03-10 13:42:28,842 - mmdet - INFO - Epoch [10][7050/7330] lr: 1.342e-05, eta: 3 days, 4:08:26, time: 1.481, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1782, s0.acc: 94.0593, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2363, s1.loss_cls: 0.0825, s1.acc: 94.3233, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1147, s2.loss_cls: 0.0405, s2.acc: 94.3034, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0536, loss: 1.1569 2024-03-10 13:43:37,013 - mmdet - INFO - Epoch [10][7100/7330] lr: 1.342e-05, eta: 3 days, 4:07:05, time: 1.363, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1703, s0.acc: 94.1138, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2356, s1.loss_cls: 0.0807, s1.acc: 94.2440, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1137, s2.loss_cls: 0.0397, s2.acc: 94.2360, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0530, loss: 1.1301 2024-03-10 13:44:52,613 - mmdet - INFO - Epoch [10][7150/7330] lr: 1.342e-05, eta: 3 days, 4:06:03, time: 1.512, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1835, s0.acc: 93.7317, s0.loss_bbox: 0.2533, s0.loss_mask: 0.2463, s1.loss_cls: 0.0858, s1.acc: 93.9781, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1187, s2.loss_cls: 0.0420, s2.acc: 93.8335, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0551, loss: 1.2065 2024-03-10 13:46:01,645 - mmdet - INFO - Epoch [10][7200/7330] lr: 1.342e-05, eta: 3 days, 4:04:44, time: 1.381, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1700, s0.acc: 94.1628, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2405, s1.loss_cls: 0.0804, s1.acc: 94.2572, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1166, s2.loss_cls: 0.0401, s2.acc: 94.2517, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0547, loss: 1.1397 2024-03-10 13:47:14,993 - mmdet - INFO - Epoch [10][7250/7330] lr: 1.342e-05, eta: 3 days, 4:03:36, time: 1.467, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1786, s0.acc: 93.8816, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2401, s1.loss_cls: 0.0839, s1.acc: 94.0332, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1167, s2.loss_cls: 0.0416, s2.acc: 93.9680, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0546, loss: 1.1719 2024-03-10 13:48:26,544 - mmdet - INFO - Epoch [10][7300/7330] lr: 1.342e-05, eta: 3 days, 4:02:24, time: 1.431, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1807, s0.acc: 93.8320, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2435, s1.loss_cls: 0.0858, s1.acc: 93.9749, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1183, s2.loss_cls: 0.0422, s2.acc: 93.9132, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0550, loss: 1.1883 2024-03-10 13:49:04,215 - mmdet - INFO - Saving checkpoint at 10 epochs 2024-03-10 13:55:00,182 - mmdet - INFO - Evaluating bbox... 2024-03-10 13:55:34,693 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.473 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.660 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.512 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.303 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.511 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 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.457 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.661 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.771 2024-03-10 13:55:34,694 - mmdet - INFO - Evaluating segm... 2024-03-10 13:56:18,729 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.408 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.631 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.440 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.216 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 ] = 0.595 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.539 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.539 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.539 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.367 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 ] = 0.700 2024-03-10 13:56:19,400 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-10 13:56:19,401 - mmdet - INFO - Epoch(val) [10][1250] bbox_mAP: 0.4730, bbox_mAP_50: 0.6600, bbox_mAP_75: 0.5120, bbox_mAP_s: 0.3030, bbox_mAP_m: 0.5110, bbox_mAP_l: 0.6220, bbox_mAP_copypaste: 0.473 0.660 0.512 0.303 0.511 0.622, segm_mAP: 0.4080, segm_mAP_50: 0.6310, segm_mAP_75: 0.4400, segm_mAP_s: 0.2160, segm_mAP_m: 0.4410, segm_mAP_l: 0.5950, segm_mAP_copypaste: 0.408 0.631 0.440 0.216 0.441 0.595 2024-03-10 13:57:34,091 - mmdet - INFO - Epoch [11][50/7330] lr: 1.342e-05, eta: 3 days, 3:58:44, time: 1.492, data_time: 0.235, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1789, s0.acc: 93.8267, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2413, s1.loss_cls: 0.0847, s1.acc: 94.0825, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1151, s2.loss_cls: 0.0417, s2.acc: 94.1029, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0539, loss: 1.1778 2024-03-10 13:58:48,538 - mmdet - INFO - Epoch [11][100/7330] lr: 1.342e-05, eta: 3 days, 3:57:39, time: 1.489, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1671, s0.acc: 93.9988, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2442, s1.loss_cls: 0.0785, s1.acc: 94.2424, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1176, s2.loss_cls: 0.0389, s2.acc: 94.2354, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0548, loss: 1.1613 2024-03-10 14:00:01,071 - mmdet - INFO - Epoch [11][150/7330] lr: 1.342e-05, eta: 3 days, 3:56:29, time: 1.451, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1692, s0.acc: 94.2178, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2362, s1.loss_cls: 0.0787, s1.acc: 94.4404, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1144, s2.loss_cls: 0.0385, s2.acc: 94.3732, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0536, loss: 1.1431 2024-03-10 14:01:14,739 - mmdet - INFO - Epoch [11][200/7330] lr: 1.342e-05, eta: 3 days, 3:55:22, time: 1.473, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1775, s0.acc: 93.6934, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2424, s1.loss_cls: 0.0840, s1.acc: 93.9150, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1168, s2.loss_cls: 0.0419, s2.acc: 93.8251, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0544, loss: 1.1932 2024-03-10 14:02:24,004 - mmdet - INFO - Epoch [11][250/7330] lr: 1.342e-05, eta: 3 days, 3:54:04, time: 1.385, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1644, s0.acc: 94.3269, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2347, s1.loss_cls: 0.0780, s1.acc: 94.4833, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1140, s2.loss_cls: 0.0380, s2.acc: 94.4137, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0533, loss: 1.1157 2024-03-10 14:03:35,308 - mmdet - INFO - Epoch [11][300/7330] lr: 1.342e-05, eta: 3 days, 3:52:51, time: 1.426, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1698, s0.acc: 94.0933, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2418, s1.loss_cls: 0.0809, s1.acc: 94.1832, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1166, s2.loss_cls: 0.0401, s2.acc: 94.1518, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0537, loss: 1.1470 2024-03-10 14:04:44,768 - mmdet - INFO - Epoch [11][350/7330] lr: 1.342e-05, eta: 3 days, 3:51:33, time: 1.389, data_time: 0.116, memory: 17966, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1752, s0.acc: 93.9678, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2441, s1.loss_cls: 0.0826, s1.acc: 94.1151, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1173, s2.loss_cls: 0.0409, s2.acc: 93.9701, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0546, loss: 1.1742 2024-03-10 14:05:55,455 - mmdet - INFO - Epoch [11][400/7330] lr: 1.342e-05, eta: 3 days, 3:50:19, time: 1.414, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1734, s0.acc: 94.0767, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2395, s1.loss_cls: 0.0822, s1.acc: 94.1608, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1147, s2.loss_cls: 0.0398, s2.acc: 94.1807, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0535, loss: 1.1505 2024-03-10 14:07:08,527 - mmdet - INFO - Epoch [11][450/7330] lr: 1.342e-05, eta: 3 days, 3:49:10, time: 1.461, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1750, s0.acc: 93.9246, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2428, s1.loss_cls: 0.0825, s1.acc: 94.0456, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1163, s2.loss_cls: 0.0413, s2.acc: 93.9306, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0543, loss: 1.1819 2024-03-10 14:08:20,031 - mmdet - INFO - Epoch [11][500/7330] lr: 1.342e-05, eta: 3 days, 3:47:58, time: 1.430, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1733, s0.acc: 94.0444, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2350, s1.loss_cls: 0.0820, s1.acc: 94.1526, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1131, s2.loss_cls: 0.0410, s2.acc: 93.9876, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0528, loss: 1.1538 2024-03-10 14:09:29,318 - mmdet - INFO - Epoch [11][550/7330] lr: 1.342e-05, eta: 3 days, 3:46:40, time: 1.386, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1640, s0.acc: 94.3616, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2307, s1.loss_cls: 0.0768, s1.acc: 94.5182, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1111, s2.loss_cls: 0.0381, s2.acc: 94.4379, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0519, loss: 1.1011 2024-03-10 14:10:45,387 - mmdet - INFO - Epoch [11][600/7330] lr: 1.342e-05, eta: 3 days, 3:45:39, time: 1.521, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1785, s0.acc: 93.8635, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2447, s1.loss_cls: 0.0823, s1.acc: 94.1706, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1173, s2.loss_cls: 0.0404, s2.acc: 94.1229, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0544, loss: 1.1835 2024-03-10 14:11:57,812 - mmdet - INFO - Epoch [11][650/7330] lr: 1.342e-05, eta: 3 days, 3:44:29, time: 1.448, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1718, s0.acc: 94.0891, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2440, s1.loss_cls: 0.0819, s1.acc: 94.2682, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1172, s2.loss_cls: 0.0402, s2.acc: 94.2602, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0545, loss: 1.1459 2024-03-10 14:13:09,810 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-10 14:13:09,810 - mmdet - INFO - Epoch [11][700/7330] lr: 1.342e-05, eta: 3 days, 3:43:18, time: 1.440, data_time: 0.099, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1810, s0.acc: 93.7534, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2409, s1.loss_cls: 0.0848, s1.acc: 94.0082, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1167, s2.loss_cls: 0.0422, s2.acc: 93.8797, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0544, loss: 1.1869 2024-03-10 14:14:20,987 - mmdet - INFO - Epoch [11][750/7330] lr: 1.342e-05, eta: 3 days, 3:42:04, time: 1.423, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1699, s0.acc: 94.2163, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2341, s1.loss_cls: 0.0805, s1.acc: 94.3837, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1136, s2.loss_cls: 0.0399, s2.acc: 94.2961, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0533, loss: 1.1326 2024-03-10 14:15:31,503 - mmdet - INFO - Epoch [11][800/7330] lr: 1.342e-05, eta: 3 days, 3:40:49, time: 1.411, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1642, s0.acc: 94.2688, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2350, s1.loss_cls: 0.0771, s1.acc: 94.4388, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1138, s2.loss_cls: 0.0378, s2.acc: 94.3698, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0533, loss: 1.1263 2024-03-10 14:16:41,060 - mmdet - INFO - Epoch [11][850/7330] lr: 1.342e-05, eta: 3 days, 3:39:32, time: 1.391, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1668, s0.acc: 94.2119, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2343, s1.loss_cls: 0.0790, s1.acc: 94.4280, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1139, s2.loss_cls: 0.0394, s2.acc: 94.1730, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0529, loss: 1.1238 2024-03-10 14:17:51,161 - mmdet - INFO - Epoch [11][900/7330] lr: 1.342e-05, eta: 3 days, 3:38:16, time: 1.402, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1612, s0.acc: 94.4431, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2355, s1.loss_cls: 0.0761, s1.acc: 94.5820, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1136, s2.loss_cls: 0.0382, s2.acc: 94.5006, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0526, loss: 1.1133 2024-03-10 14:19:03,720 - mmdet - INFO - Epoch [11][950/7330] lr: 1.342e-05, eta: 3 days, 3:37:06, time: 1.451, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1777, s0.acc: 93.9026, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2436, s1.loss_cls: 0.0835, s1.acc: 94.1042, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1178, s2.loss_cls: 0.0411, s2.acc: 94.1048, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0548, loss: 1.1814 2024-03-10 14:20:14,495 - mmdet - INFO - Epoch [11][1000/7330] lr: 1.342e-05, eta: 3 days, 3:35:52, time: 1.415, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1667, s0.acc: 94.2036, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2387, s1.loss_cls: 0.0793, s1.acc: 94.3080, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1148, s2.loss_cls: 0.0389, s2.acc: 94.2830, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0536, loss: 1.1464 2024-03-10 14:21:27,033 - mmdet - INFO - Epoch [11][1050/7330] lr: 1.342e-05, eta: 3 days, 3:34:42, time: 1.450, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1811, s0.acc: 93.7898, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2432, s1.loss_cls: 0.0847, s1.acc: 94.0068, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1168, s2.loss_cls: 0.0428, s2.acc: 93.7890, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0545, loss: 1.1948 2024-03-10 14:22:39,038 - mmdet - INFO - Epoch [11][1100/7330] lr: 1.342e-05, eta: 3 days, 3:33:30, time: 1.440, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1869, s0.acc: 93.5334, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2389, s1.loss_cls: 0.0898, s1.acc: 93.6614, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1153, s2.loss_cls: 0.0444, s2.acc: 93.5784, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0539, loss: 1.2078 2024-03-10 14:23:50,124 - mmdet - INFO - Epoch [11][1150/7330] lr: 1.342e-05, eta: 3 days, 3:32:17, time: 1.421, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1845, s0.acc: 93.6599, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2440, s1.loss_cls: 0.0880, s1.acc: 93.7576, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1173, s2.loss_cls: 0.0437, s2.acc: 93.6219, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0547, loss: 1.2014 2024-03-10 14:25:02,478 - mmdet - INFO - Epoch [11][1200/7330] lr: 1.342e-05, eta: 3 days, 3:31:07, time: 1.447, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1689, s0.acc: 94.1333, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2340, s1.loss_cls: 0.0798, s1.acc: 94.3308, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1144, s2.loss_cls: 0.0400, s2.acc: 94.1309, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0536, loss: 1.1452 2024-03-10 14:26:15,969 - mmdet - INFO - Epoch [11][1250/7330] lr: 1.342e-05, eta: 3 days, 3:29:59, time: 1.470, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1657, s0.acc: 94.2412, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2347, s1.loss_cls: 0.0786, s1.acc: 94.4954, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1146, s2.loss_cls: 0.0393, s2.acc: 94.3627, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0535, loss: 1.1308 2024-03-10 14:27:28,974 - mmdet - INFO - Epoch [11][1300/7330] lr: 1.342e-05, eta: 3 days, 3:28:51, time: 1.460, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1771, s0.acc: 94.0515, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2387, s1.loss_cls: 0.0825, s1.acc: 94.2774, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1144, s2.loss_cls: 0.0406, s2.acc: 94.1318, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0532, loss: 1.1594 2024-03-10 14:28:40,523 - mmdet - INFO - Epoch [11][1350/7330] lr: 1.342e-05, eta: 3 days, 3:27:38, time: 1.431, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1755, s0.acc: 93.9485, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2342, s1.loss_cls: 0.0832, s1.acc: 94.0921, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1133, s2.loss_cls: 0.0412, s2.acc: 93.9808, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0528, loss: 1.1642 2024-03-10 14:29:53,920 - mmdet - INFO - Epoch [11][1400/7330] lr: 1.342e-05, eta: 3 days, 3:26:30, time: 1.468, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1625, s0.acc: 94.2712, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2354, s1.loss_cls: 0.0787, s1.acc: 94.4001, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1129, s2.loss_cls: 0.0395, s2.acc: 94.2250, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0531, loss: 1.1186 2024-03-10 14:31:04,334 - mmdet - INFO - Epoch [11][1450/7330] lr: 1.342e-05, eta: 3 days, 3:25:15, time: 1.408, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1729, s0.acc: 94.0708, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2399, s1.loss_cls: 0.0817, s1.acc: 94.2206, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1172, s2.loss_cls: 0.0404, s2.acc: 94.1624, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0545, loss: 1.1600 2024-03-10 14:32:19,601 - mmdet - INFO - Epoch [11][1500/7330] lr: 1.342e-05, eta: 3 days, 3:24:12, time: 1.505, data_time: 0.236, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1684, s0.acc: 94.2256, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2347, s1.loss_cls: 0.0801, s1.acc: 94.4062, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1140, s2.loss_cls: 0.0399, s2.acc: 94.2921, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0537, loss: 1.1410 2024-03-10 14:33:31,768 - mmdet - INFO - Epoch [11][1550/7330] lr: 1.342e-05, eta: 3 days, 3:23:01, time: 1.443, data_time: 0.205, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1792, s0.acc: 93.7866, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2433, s1.loss_cls: 0.0854, s1.acc: 94.0119, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1171, s2.loss_cls: 0.0426, s2.acc: 93.7995, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0543, loss: 1.1861 2024-03-10 14:34:43,724 - mmdet - INFO - Epoch [11][1600/7330] lr: 1.342e-05, eta: 3 days, 3:21:50, time: 1.439, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1770, s0.acc: 93.9309, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2450, s1.loss_cls: 0.0840, s1.acc: 94.1365, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1180, s2.loss_cls: 0.0417, s2.acc: 93.9581, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0550, loss: 1.1777 2024-03-10 14:35:55,802 - mmdet - INFO - Epoch [11][1650/7330] lr: 1.342e-05, eta: 3 days, 3:20:39, time: 1.442, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1722, s0.acc: 94.0142, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2410, s1.loss_cls: 0.0811, s1.acc: 94.2393, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1156, s2.loss_cls: 0.0402, s2.acc: 94.0891, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0539, loss: 1.1570 2024-03-10 14:37:09,320 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-10 14:37:09,320 - mmdet - INFO - Epoch [11][1700/7330] lr: 1.342e-05, eta: 3 days, 3:19:32, time: 1.470, data_time: 0.108, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1707, s0.acc: 94.1577, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2351, s1.loss_cls: 0.0813, s1.acc: 94.3017, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1135, s2.loss_cls: 0.0398, s2.acc: 94.2410, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0532, loss: 1.1279 2024-03-10 14:38:20,567 - mmdet - INFO - Epoch [11][1750/7330] lr: 1.342e-05, eta: 3 days, 3:18:18, time: 1.425, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1792, s0.acc: 93.8608, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2464, s1.loss_cls: 0.0853, s1.acc: 93.9769, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1187, s2.loss_cls: 0.0424, s2.acc: 93.8707, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0551, loss: 1.1905 2024-03-10 14:39:33,063 - mmdet - INFO - Epoch [11][1800/7330] lr: 1.342e-05, eta: 3 days, 3:17:09, time: 1.450, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1682, s0.acc: 94.0679, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2385, s1.loss_cls: 0.0801, s1.acc: 94.2806, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1146, s2.loss_cls: 0.0399, s2.acc: 94.1817, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0529, loss: 1.1511 2024-03-10 14:40:46,605 - mmdet - INFO - Epoch [11][1850/7330] lr: 1.342e-05, eta: 3 days, 3:16:01, time: 1.471, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1806, s0.acc: 93.6914, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2452, s1.loss_cls: 0.0858, s1.acc: 93.8293, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1193, s2.loss_cls: 0.0428, s2.acc: 93.6817, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0556, loss: 1.2071 2024-03-10 14:41:59,384 - mmdet - INFO - Epoch [11][1900/7330] lr: 1.342e-05, eta: 3 days, 3:14:52, time: 1.456, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1825, s0.acc: 93.8005, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2421, s1.loss_cls: 0.0862, s1.acc: 93.9990, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1168, s2.loss_cls: 0.0425, s2.acc: 93.9061, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0544, loss: 1.1849 2024-03-10 14:43:14,594 - mmdet - INFO - Epoch [11][1950/7330] lr: 1.342e-05, eta: 3 days, 3:13:49, time: 1.504, data_time: 0.213, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1788, s0.acc: 93.8472, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2409, s1.loss_cls: 0.0846, s1.acc: 94.0126, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1147, s2.loss_cls: 0.0417, s2.acc: 93.9114, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0535, loss: 1.1804 2024-03-10 14:44:24,286 - mmdet - INFO - Epoch [11][2000/7330] lr: 1.342e-05, eta: 3 days, 3:12:32, time: 1.394, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1692, s0.acc: 94.1807, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2388, s1.loss_cls: 0.0798, s1.acc: 94.3946, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1161, s2.loss_cls: 0.0395, s2.acc: 94.2711, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0539, loss: 1.1448 2024-03-10 14:45:34,723 - mmdet - INFO - Epoch [11][2050/7330] lr: 1.342e-05, eta: 3 days, 3:11:16, time: 1.409, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1685, s0.acc: 94.1978, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2429, s1.loss_cls: 0.0798, s1.acc: 94.2874, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1183, s2.loss_cls: 0.0399, s2.acc: 94.2351, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0554, loss: 1.1452 2024-03-10 14:46:49,055 - mmdet - INFO - Epoch [11][2100/7330] lr: 1.342e-05, eta: 3 days, 3:10:11, time: 1.487, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1788, s0.acc: 93.7781, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2468, s1.loss_cls: 0.0836, s1.acc: 93.9980, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1189, s2.loss_cls: 0.0419, s2.acc: 93.8522, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0551, loss: 1.1849 2024-03-10 14:48:00,762 - mmdet - INFO - Epoch [11][2150/7330] lr: 1.342e-05, eta: 3 days, 3:08:59, time: 1.434, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1837, s0.acc: 93.6877, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2438, s1.loss_cls: 0.0857, s1.acc: 93.8800, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1178, s2.loss_cls: 0.0428, s2.acc: 93.7299, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0551, loss: 1.2061 2024-03-10 14:49:13,880 - mmdet - INFO - Epoch [11][2200/7330] lr: 1.342e-05, eta: 3 days, 3:07:51, time: 1.462, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1827, s0.acc: 93.7458, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2435, s1.loss_cls: 0.0846, s1.acc: 94.0726, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1188, s2.loss_cls: 0.0410, s2.acc: 94.1515, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0556, loss: 1.1949 2024-03-10 14:50:24,385 - mmdet - INFO - Epoch [11][2250/7330] lr: 1.342e-05, eta: 3 days, 3:06:36, time: 1.410, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1712, s0.acc: 94.1379, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2342, s1.loss_cls: 0.0798, s1.acc: 94.3598, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1128, s2.loss_cls: 0.0394, s2.acc: 94.2753, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0526, loss: 1.1368 2024-03-10 14:51:35,723 - mmdet - INFO - Epoch [11][2300/7330] lr: 1.342e-05, eta: 3 days, 3:05:23, time: 1.427, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1743, s0.acc: 93.8982, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2363, s1.loss_cls: 0.0824, s1.acc: 94.0873, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1154, s2.loss_cls: 0.0405, s2.acc: 94.0804, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0545, loss: 1.1576 2024-03-10 14:52:45,725 - mmdet - INFO - Epoch [11][2350/7330] lr: 1.342e-05, eta: 3 days, 3:04:06, time: 1.400, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1708, s0.acc: 94.2866, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2305, s1.loss_cls: 0.0799, s1.acc: 94.4832, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1125, s2.loss_cls: 0.0393, s2.acc: 94.4913, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0527, loss: 1.1207 2024-03-10 14:53:57,533 - mmdet - INFO - Epoch [11][2400/7330] lr: 1.342e-05, eta: 3 days, 3:02:55, time: 1.436, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1678, s0.acc: 94.2751, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2374, s1.loss_cls: 0.0785, s1.acc: 94.5338, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1144, s2.loss_cls: 0.0387, s2.acc: 94.5081, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0533, loss: 1.1269 2024-03-10 14:55:12,557 - mmdet - INFO - Epoch [11][2450/7330] lr: 1.342e-05, eta: 3 days, 3:01:51, time: 1.500, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1833, s0.acc: 93.8062, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2391, s1.loss_cls: 0.0872, s1.acc: 93.9418, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1158, s2.loss_cls: 0.0430, s2.acc: 93.8389, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0539, loss: 1.1801 2024-03-10 14:56:23,316 - mmdet - INFO - Epoch [11][2500/7330] lr: 1.342e-05, eta: 3 days, 3:00:37, time: 1.415, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1699, s0.acc: 94.2937, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2367, s1.loss_cls: 0.0799, s1.acc: 94.4454, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1142, s2.loss_cls: 0.0385, s2.acc: 94.3856, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0529, loss: 1.1337 2024-03-10 14:57:33,327 - mmdet - INFO - Epoch [11][2550/7330] lr: 1.342e-05, eta: 3 days, 2:59:20, time: 1.400, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1783, s0.acc: 93.9341, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2389, s1.loss_cls: 0.0831, s1.acc: 94.1304, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1141, s2.loss_cls: 0.0406, s2.acc: 94.1128, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0531, loss: 1.1608 2024-03-10 14:58:44,939 - mmdet - INFO - Epoch [11][2600/7330] lr: 1.342e-05, eta: 3 days, 2:58:08, time: 1.432, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1733, s0.acc: 93.9817, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2380, s1.loss_cls: 0.0806, s1.acc: 94.3310, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1139, s2.loss_cls: 0.0403, s2.acc: 94.1864, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0536, loss: 1.1599 2024-03-10 14:59:56,671 - mmdet - INFO - Epoch [11][2650/7330] lr: 1.342e-05, eta: 3 days, 2:56:56, time: 1.434, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1762, s0.acc: 93.8831, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2371, s1.loss_cls: 0.0823, s1.acc: 94.1513, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1157, s2.loss_cls: 0.0409, s2.acc: 94.0672, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0539, loss: 1.1651 2024-03-10 15:01:08,207 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-10 15:01:08,207 - mmdet - INFO - Epoch [11][2700/7330] lr: 1.342e-05, eta: 3 days, 2:55:44, time: 1.431, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1769, s0.acc: 93.9954, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2374, s1.loss_cls: 0.0834, s1.acc: 94.1513, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1162, s2.loss_cls: 0.0411, s2.acc: 94.0507, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0541, loss: 1.1675 2024-03-10 15:02:19,560 - mmdet - INFO - Epoch [11][2750/7330] lr: 1.342e-05, eta: 3 days, 2:54:31, time: 1.427, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1751, s0.acc: 94.0977, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2408, s1.loss_cls: 0.0827, s1.acc: 94.2060, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1157, s2.loss_cls: 0.0404, s2.acc: 94.2166, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0540, loss: 1.1490 2024-03-10 15:03:29,901 - mmdet - INFO - Epoch [11][2800/7330] lr: 1.342e-05, eta: 3 days, 2:53:16, time: 1.407, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1703, s0.acc: 94.0486, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2395, s1.loss_cls: 0.0806, s1.acc: 94.1898, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1152, s2.loss_cls: 0.0407, s2.acc: 93.9038, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0536, loss: 1.1480 2024-03-10 15:04:40,922 - mmdet - INFO - Epoch [11][2850/7330] lr: 1.342e-05, eta: 3 days, 2:52:02, time: 1.420, data_time: 0.203, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1749, s0.acc: 94.0098, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2368, s1.loss_cls: 0.0823, s1.acc: 94.2261, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1138, s2.loss_cls: 0.0411, s2.acc: 94.0293, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0531, loss: 1.1566 2024-03-10 15:05:54,287 - mmdet - INFO - Epoch [11][2900/7330] lr: 1.342e-05, eta: 3 days, 2:50:54, time: 1.467, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1777, s0.acc: 94.0156, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2382, s1.loss_cls: 0.0836, s1.acc: 94.2135, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1144, s2.loss_cls: 0.0411, s2.acc: 94.0939, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0537, loss: 1.1535 2024-03-10 15:07:01,957 - mmdet - INFO - Epoch [11][2950/7330] lr: 1.342e-05, eta: 3 days, 2:49:32, time: 1.354, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1749, s0.acc: 93.9370, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2430, s1.loss_cls: 0.0824, s1.acc: 94.1607, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1178, s2.loss_cls: 0.0406, s2.acc: 94.0296, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0554, loss: 1.1732 2024-03-10 15:08:14,406 - mmdet - INFO - Epoch [11][3000/7330] lr: 1.342e-05, eta: 3 days, 2:48:22, time: 1.449, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1682, s0.acc: 94.2085, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2355, s1.loss_cls: 0.0802, s1.acc: 94.3827, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1132, s2.loss_cls: 0.0400, s2.acc: 94.3285, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0530, loss: 1.1248 2024-03-10 15:09:23,929 - mmdet - INFO - Epoch [11][3050/7330] lr: 1.342e-05, eta: 3 days, 2:47:05, time: 1.390, data_time: 0.115, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1680, s0.acc: 94.1865, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2333, s1.loss_cls: 0.0795, s1.acc: 94.3703, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1128, s2.loss_cls: 0.0395, s2.acc: 94.2697, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0526, loss: 1.1152 2024-03-10 15:10:41,830 - mmdet - INFO - Epoch [11][3100/7330] lr: 1.342e-05, eta: 3 days, 2:46:08, time: 1.558, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1704, s0.acc: 94.0742, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2361, s1.loss_cls: 0.0812, s1.acc: 94.1970, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1135, s2.loss_cls: 0.0402, s2.acc: 94.1063, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0531, loss: 1.1460 2024-03-10 15:11:54,464 - mmdet - INFO - Epoch [11][3150/7330] lr: 1.342e-05, eta: 3 days, 2:44:58, time: 1.453, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1611, s0.acc: 94.3765, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2319, s1.loss_cls: 0.0765, s1.acc: 94.4885, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1110, s2.loss_cls: 0.0380, s2.acc: 94.3585, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0521, loss: 1.1088 2024-03-10 15:13:03,920 - mmdet - INFO - Epoch [11][3200/7330] lr: 1.342e-05, eta: 3 days, 2:43:41, time: 1.389, data_time: 0.116, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1713, s0.acc: 94.0210, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2408, s1.loss_cls: 0.0819, s1.acc: 94.1471, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1167, s2.loss_cls: 0.0407, s2.acc: 94.0426, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0547, loss: 1.1601 2024-03-10 15:14:12,978 - mmdet - INFO - Epoch [11][3250/7330] lr: 1.342e-05, eta: 3 days, 2:42:22, time: 1.381, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1744, s0.acc: 93.9951, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2459, s1.loss_cls: 0.0836, s1.acc: 94.1011, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1182, s2.loss_cls: 0.0415, s2.acc: 93.9301, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0550, loss: 1.1780 2024-03-10 15:15:24,857 - mmdet - INFO - Epoch [11][3300/7330] lr: 1.342e-05, eta: 3 days, 2:41:11, time: 1.438, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1716, s0.acc: 94.1165, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2407, s1.loss_cls: 0.0814, s1.acc: 94.2720, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1153, s2.loss_cls: 0.0404, s2.acc: 94.1228, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0539, loss: 1.1523 2024-03-10 15:16:39,752 - mmdet - INFO - Epoch [11][3350/7330] lr: 1.342e-05, eta: 3 days, 2:40:06, time: 1.498, data_time: 0.219, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1645, s0.acc: 94.2605, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2377, s1.loss_cls: 0.0782, s1.acc: 94.4273, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1147, s2.loss_cls: 0.0388, s2.acc: 94.3765, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0534, loss: 1.1315 2024-03-10 15:17:52,664 - mmdet - INFO - Epoch [11][3400/7330] lr: 1.342e-05, eta: 3 days, 2:38:57, time: 1.458, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1740, s0.acc: 93.9807, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2363, s1.loss_cls: 0.0839, s1.acc: 94.0887, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1136, s2.loss_cls: 0.0414, s2.acc: 93.9848, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0529, loss: 1.1517 2024-03-10 15:19:03,972 - mmdet - INFO - Epoch [11][3450/7330] lr: 1.342e-05, eta: 3 days, 2:37:45, time: 1.426, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1735, s0.acc: 93.9414, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2423, s1.loss_cls: 0.0838, s1.acc: 93.9995, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1178, s2.loss_cls: 0.0414, s2.acc: 93.8597, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0546, loss: 1.1775 2024-03-10 15:20:16,383 - mmdet - INFO - Epoch [11][3500/7330] lr: 1.342e-05, eta: 3 days, 2:36:34, time: 1.448, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1739, s0.acc: 94.0500, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2409, s1.loss_cls: 0.0829, s1.acc: 94.1043, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1155, s2.loss_cls: 0.0407, s2.acc: 94.0385, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0540, loss: 1.1500 2024-03-10 15:21:30,665 - mmdet - INFO - Epoch [11][3550/7330] lr: 1.342e-05, eta: 3 days, 2:35:29, time: 1.486, data_time: 0.203, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1779, s0.acc: 93.9023, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2393, s1.loss_cls: 0.0839, s1.acc: 94.0994, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1161, s2.loss_cls: 0.0409, s2.acc: 94.0081, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0538, loss: 1.1675 2024-03-10 15:22:43,744 - mmdet - INFO - Epoch [11][3600/7330] lr: 1.342e-05, eta: 3 days, 2:34:20, time: 1.462, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1809, s0.acc: 93.8616, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2399, s1.loss_cls: 0.0856, s1.acc: 94.0813, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1151, s2.loss_cls: 0.0423, s2.acc: 93.9221, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0535, loss: 1.1703 2024-03-10 15:23:56,644 - mmdet - INFO - Epoch [11][3650/7330] lr: 1.342e-05, eta: 3 days, 2:33:11, time: 1.458, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1724, s0.acc: 94.0559, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2368, s1.loss_cls: 0.0808, s1.acc: 94.2984, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1145, s2.loss_cls: 0.0403, s2.acc: 94.1157, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0534, loss: 1.1563 2024-03-10 15:25:12,217 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-10 15:25:12,218 - mmdet - INFO - Epoch [11][3700/7330] lr: 1.342e-05, eta: 3 days, 2:32:08, time: 1.511, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1664, s0.acc: 94.2905, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2378, s1.loss_cls: 0.0791, s1.acc: 94.4380, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1151, s2.loss_cls: 0.0386, s2.acc: 94.3379, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0542, loss: 1.1316 2024-03-10 15:26:20,333 - mmdet - INFO - Epoch [11][3750/7330] lr: 1.342e-05, eta: 3 days, 2:30:47, time: 1.362, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1741, s0.acc: 94.0295, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2373, s1.loss_cls: 0.0831, s1.acc: 94.1388, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1157, s2.loss_cls: 0.0409, s2.acc: 94.0503, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0542, loss: 1.1543 2024-03-10 15:27:32,155 - mmdet - INFO - Epoch [11][3800/7330] lr: 1.342e-05, eta: 3 days, 2:29:36, time: 1.436, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1742, s0.acc: 93.9426, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2397, s1.loss_cls: 0.0818, s1.acc: 94.1437, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1147, s2.loss_cls: 0.0401, s2.acc: 94.1442, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0531, loss: 1.1626 2024-03-10 15:28:47,637 - mmdet - INFO - Epoch [11][3850/7330] lr: 1.342e-05, eta: 3 days, 2:28:33, time: 1.510, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1796, s0.acc: 93.9041, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2401, s1.loss_cls: 0.0851, s1.acc: 94.0326, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1153, s2.loss_cls: 0.0416, s2.acc: 93.9297, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0538, loss: 1.1742 2024-03-10 15:30:00,738 - mmdet - INFO - Epoch [11][3900/7330] lr: 1.342e-05, eta: 3 days, 2:27:24, time: 1.462, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1671, s0.acc: 94.3340, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2352, s1.loss_cls: 0.0797, s1.acc: 94.5306, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1153, s2.loss_cls: 0.0398, s2.acc: 94.3616, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0538, loss: 1.1232 2024-03-10 15:31:11,300 - mmdet - INFO - Epoch [11][3950/7330] lr: 1.342e-05, eta: 3 days, 2:26:09, time: 1.411, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1742, s0.acc: 94.0518, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2421, s1.loss_cls: 0.0816, s1.acc: 94.2434, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1174, s2.loss_cls: 0.0406, s2.acc: 94.0833, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0547, loss: 1.1688 2024-03-10 15:32:19,638 - mmdet - INFO - Epoch [11][4000/7330] lr: 1.342e-05, eta: 3 days, 2:24:49, time: 1.367, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1741, s0.acc: 93.9946, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2378, s1.loss_cls: 0.0818, s1.acc: 94.1413, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1136, s2.loss_cls: 0.0403, s2.acc: 94.0934, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0532, loss: 1.1587 2024-03-10 15:33:34,585 - mmdet - INFO - Epoch [11][4050/7330] lr: 1.342e-05, eta: 3 days, 2:23:45, time: 1.499, data_time: 0.249, memory: 17966, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1786, s0.acc: 93.8643, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2408, s1.loss_cls: 0.0841, s1.acc: 94.1302, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1166, s2.loss_cls: 0.0410, s2.acc: 94.0636, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0540, loss: 1.1768 2024-03-10 15:34:46,765 - mmdet - INFO - Epoch [11][4100/7330] lr: 1.342e-05, eta: 3 days, 2:22:34, time: 1.444, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1773, s0.acc: 93.9158, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2364, s1.loss_cls: 0.0845, s1.acc: 94.0351, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1140, s2.loss_cls: 0.0418, s2.acc: 93.9475, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0531, loss: 1.1601 2024-03-10 15:35:57,175 - mmdet - INFO - Epoch [11][4150/7330] lr: 1.342e-05, eta: 3 days, 2:21:19, time: 1.408, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1767, s0.acc: 93.9214, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2402, s1.loss_cls: 0.0829, s1.acc: 94.0713, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1162, s2.loss_cls: 0.0418, s2.acc: 93.8893, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0547, loss: 1.1729 2024-03-10 15:37:09,663 - mmdet - INFO - Epoch [11][4200/7330] lr: 1.342e-05, eta: 3 days, 2:20:09, time: 1.450, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1726, s0.acc: 94.0864, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2426, s1.loss_cls: 0.0814, s1.acc: 94.2283, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1164, s2.loss_cls: 0.0402, s2.acc: 94.1554, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0538, loss: 1.1618 2024-03-10 15:38:18,088 - mmdet - INFO - Epoch [11][4250/7330] lr: 1.342e-05, eta: 3 days, 2:18:49, time: 1.368, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1663, s0.acc: 94.2625, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2424, s1.loss_cls: 0.0789, s1.acc: 94.4249, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1170, s2.loss_cls: 0.0393, s2.acc: 94.3056, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0542, loss: 1.1399 2024-03-10 15:39:29,066 - mmdet - INFO - Epoch [11][4300/7330] lr: 1.342e-05, eta: 3 days, 2:17:35, time: 1.420, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1672, s0.acc: 94.2366, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2402, s1.loss_cls: 0.0807, s1.acc: 94.3106, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1154, s2.loss_cls: 0.0399, s2.acc: 94.1296, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0542, loss: 1.1399 2024-03-10 15:40:41,022 - mmdet - INFO - Epoch [11][4350/7330] lr: 1.342e-05, eta: 3 days, 2:16:24, time: 1.439, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1678, s0.acc: 94.2161, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2311, s1.loss_cls: 0.0799, s1.acc: 94.3837, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1122, s2.loss_cls: 0.0398, s2.acc: 94.2739, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0528, loss: 1.1232 2024-03-10 15:41:51,078 - mmdet - INFO - Epoch [11][4400/7330] lr: 1.342e-05, eta: 3 days, 2:15:08, time: 1.401, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1703, s0.acc: 94.0928, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2324, s1.loss_cls: 0.0800, s1.acc: 94.3409, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1119, s2.loss_cls: 0.0396, s2.acc: 94.3167, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0527, loss: 1.1369 2024-03-10 15:43:07,846 - mmdet - INFO - Epoch [11][4450/7330] lr: 1.342e-05, eta: 3 days, 2:14:08, time: 1.535, data_time: 0.207, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1708, s0.acc: 94.0671, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2415, s1.loss_cls: 0.0813, s1.acc: 94.2614, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1171, s2.loss_cls: 0.0405, s2.acc: 94.1429, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0546, loss: 1.1595 2024-03-10 15:44:20,914 - mmdet - INFO - Epoch [11][4500/7330] lr: 1.342e-05, eta: 3 days, 2:13:00, time: 1.462, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1765, s0.acc: 93.7893, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2482, s1.loss_cls: 0.0827, s1.acc: 93.9856, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1206, s2.loss_cls: 0.0408, s2.acc: 93.9731, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0566, loss: 1.1873 2024-03-10 15:45:30,891 - mmdet - INFO - Epoch [11][4550/7330] lr: 1.342e-05, eta: 3 days, 2:11:43, time: 1.399, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1664, s0.acc: 94.2527, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2358, s1.loss_cls: 0.0799, s1.acc: 94.3704, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1139, s2.loss_cls: 0.0394, s2.acc: 94.2376, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0534, loss: 1.1352 2024-03-10 15:46:48,300 - mmdet - INFO - Epoch [11][4600/7330] lr: 1.342e-05, eta: 3 days, 2:10:45, time: 1.548, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1790, s0.acc: 93.8394, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2358, s1.loss_cls: 0.0839, s1.acc: 94.0801, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1149, s2.loss_cls: 0.0419, s2.acc: 93.9140, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0541, loss: 1.1726 2024-03-10 15:48:01,926 - mmdet - INFO - Epoch [11][4650/7330] lr: 1.342e-05, eta: 3 days, 2:09:38, time: 1.473, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1735, s0.acc: 94.0569, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2343, s1.loss_cls: 0.0829, s1.acc: 94.1357, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1132, s2.loss_cls: 0.0413, s2.acc: 94.1197, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0529, loss: 1.1435 2024-03-10 15:49:17,920 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-10 15:49:17,920 - mmdet - INFO - Epoch [11][4700/7330] lr: 1.342e-05, eta: 3 days, 2:08:36, time: 1.520, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1695, s0.acc: 94.1414, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2387, s1.loss_cls: 0.0802, s1.acc: 94.3593, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1161, s2.loss_cls: 0.0400, s2.acc: 94.1566, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0543, loss: 1.1476 2024-03-10 15:50:30,646 - mmdet - INFO - Epoch [11][4750/7330] lr: 1.342e-05, eta: 3 days, 2:07:26, time: 1.455, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1670, s0.acc: 94.2458, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2378, s1.loss_cls: 0.0786, s1.acc: 94.3964, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1153, s2.loss_cls: 0.0392, s2.acc: 94.2981, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0540, loss: 1.1364 2024-03-10 15:51:44,489 - mmdet - INFO - Epoch [11][4800/7330] lr: 1.342e-05, eta: 3 days, 2:06:19, time: 1.477, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1734, s0.acc: 93.9937, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2415, s1.loss_cls: 0.0809, s1.acc: 94.2684, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1167, s2.loss_cls: 0.0405, s2.acc: 94.0912, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0547, loss: 1.1669 2024-03-10 15:52:58,369 - mmdet - INFO - Epoch [11][4850/7330] lr: 1.342e-05, eta: 3 days, 2:05:12, time: 1.478, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1787, s0.acc: 93.9871, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2409, s1.loss_cls: 0.0848, s1.acc: 94.2040, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1149, s2.loss_cls: 0.0414, s2.acc: 94.1758, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0535, loss: 1.1593 2024-03-10 15:54:06,542 - mmdet - INFO - Epoch [11][4900/7330] lr: 1.342e-05, eta: 3 days, 2:03:52, time: 1.363, data_time: 0.196, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1720, s0.acc: 94.1167, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2392, s1.loss_cls: 0.0817, s1.acc: 94.2986, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1158, s2.loss_cls: 0.0404, s2.acc: 94.1394, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0540, loss: 1.1597 2024-03-10 15:55:20,711 - mmdet - INFO - Epoch [11][4950/7330] lr: 1.342e-05, eta: 3 days, 2:02:46, time: 1.483, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1734, s0.acc: 94.0896, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2413, s1.loss_cls: 0.0817, s1.acc: 94.2259, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1165, s2.loss_cls: 0.0399, s2.acc: 94.2592, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0540, loss: 1.1579 2024-03-10 15:56:34,720 - mmdet - INFO - Epoch [11][5000/7330] lr: 1.342e-05, eta: 3 days, 2:01:39, time: 1.480, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1684, s0.acc: 94.1580, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2373, s1.loss_cls: 0.0788, s1.acc: 94.5257, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1142, s2.loss_cls: 0.0389, s2.acc: 94.4267, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0532, loss: 1.1385 2024-03-10 15:57:46,905 - mmdet - INFO - Epoch [11][5050/7330] lr: 1.342e-05, eta: 3 days, 2:00:28, time: 1.444, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1694, s0.acc: 94.1072, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2408, s1.loss_cls: 0.0805, s1.acc: 94.2795, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1148, s2.loss_cls: 0.0398, s2.acc: 94.2870, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0534, loss: 1.1440 2024-03-10 15:58:56,894 - mmdet - INFO - Epoch [11][5100/7330] lr: 1.342e-05, eta: 3 days, 1:59:12, time: 1.400, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1637, s0.acc: 94.3567, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2360, s1.loss_cls: 0.0774, s1.acc: 94.5161, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1151, s2.loss_cls: 0.0383, s2.acc: 94.4794, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0536, loss: 1.1254 2024-03-10 16:00:08,328 - mmdet - INFO - Epoch [11][5150/7330] lr: 1.342e-05, eta: 3 days, 1:58:00, time: 1.429, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1743, s0.acc: 93.8911, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2468, s1.loss_cls: 0.0820, s1.acc: 94.1010, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1194, s2.loss_cls: 0.0405, s2.acc: 94.1477, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0559, loss: 1.1909 2024-03-10 16:01:17,740 - mmdet - INFO - Epoch [11][5200/7330] lr: 1.342e-05, eta: 3 days, 1:56:42, time: 1.388, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1711, s0.acc: 94.1177, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2370, s1.loss_cls: 0.0811, s1.acc: 94.2787, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1143, s2.loss_cls: 0.0405, s2.acc: 94.0984, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0533, loss: 1.1331 2024-03-10 16:02:33,024 - mmdet - INFO - Epoch [11][5250/7330] lr: 1.342e-05, eta: 3 days, 1:55:39, time: 1.506, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1672, s0.acc: 94.2124, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2363, s1.loss_cls: 0.0780, s1.acc: 94.5113, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1148, s2.loss_cls: 0.0378, s2.acc: 94.5493, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0540, loss: 1.1283 2024-03-10 16:03:49,989 - mmdet - INFO - Epoch [11][5300/7330] lr: 1.342e-05, eta: 3 days, 1:54:39, time: 1.539, data_time: 0.212, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1765, s0.acc: 94.0032, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2373, s1.loss_cls: 0.0824, s1.acc: 94.2770, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1149, s2.loss_cls: 0.0406, s2.acc: 94.1611, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0536, loss: 1.1633 2024-03-10 16:05:02,076 - mmdet - INFO - Epoch [11][5350/7330] lr: 1.342e-05, eta: 3 days, 1:53:28, time: 1.442, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1717, s0.acc: 94.0115, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2444, s1.loss_cls: 0.0806, s1.acc: 94.2234, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1174, s2.loss_cls: 0.0398, s2.acc: 94.1375, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0544, loss: 1.1595 2024-03-10 16:06:13,989 - mmdet - INFO - Epoch [11][5400/7330] lr: 1.342e-05, eta: 3 days, 1:52:16, time: 1.438, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1735, s0.acc: 93.9966, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2340, s1.loss_cls: 0.0820, s1.acc: 94.1869, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1131, s2.loss_cls: 0.0405, s2.acc: 94.1816, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0531, loss: 1.1433 2024-03-10 16:07:26,190 - mmdet - INFO - Epoch [11][5450/7330] lr: 1.342e-05, eta: 3 days, 1:51:05, time: 1.444, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1722, s0.acc: 94.0627, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2387, s1.loss_cls: 0.0813, s1.acc: 94.2797, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1148, s2.loss_cls: 0.0405, s2.acc: 94.1415, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0535, loss: 1.1495 2024-03-10 16:08:35,384 - mmdet - INFO - Epoch [11][5500/7330] lr: 1.342e-05, eta: 3 days, 1:49:47, time: 1.384, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1781, s0.acc: 93.9512, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2416, s1.loss_cls: 0.0854, s1.acc: 94.0864, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1165, s2.loss_cls: 0.0425, s2.acc: 93.9061, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0541, loss: 1.1739 2024-03-10 16:09:44,926 - mmdet - INFO - Epoch [11][5550/7330] lr: 1.342e-05, eta: 3 days, 1:48:30, time: 1.391, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1716, s0.acc: 94.0554, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2374, s1.loss_cls: 0.0809, s1.acc: 94.3561, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1151, s2.loss_cls: 0.0404, s2.acc: 94.2552, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0538, loss: 1.1456 2024-03-10 16:10:58,665 - mmdet - INFO - Epoch [11][5600/7330] lr: 1.342e-05, eta: 3 days, 1:47:23, time: 1.475, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1754, s0.acc: 93.9629, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2444, s1.loss_cls: 0.0821, s1.acc: 94.2528, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1172, s2.loss_cls: 0.0406, s2.acc: 94.2327, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0547, loss: 1.1759 2024-03-10 16:12:08,777 - mmdet - INFO - Epoch [11][5650/7330] lr: 1.342e-05, eta: 3 days, 1:46:07, time: 1.402, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1631, s0.acc: 94.4023, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2317, s1.loss_cls: 0.0775, s1.acc: 94.5857, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1117, s2.loss_cls: 0.0377, s2.acc: 94.4892, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0522, loss: 1.1032 2024-03-10 16:13:21,042 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-10 16:13:21,042 - mmdet - INFO - Epoch [11][5700/7330] lr: 1.342e-05, eta: 3 days, 1:44:57, time: 1.445, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1874, s0.acc: 93.5911, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2420, s1.loss_cls: 0.0909, s1.acc: 93.6402, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1156, s2.loss_cls: 0.0450, s2.acc: 93.5439, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0535, loss: 1.1973 2024-03-10 16:14:36,424 - mmdet - INFO - Epoch [11][5750/7330] lr: 1.342e-05, eta: 3 days, 1:43:53, time: 1.508, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1770, s0.acc: 93.8464, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2353, s1.loss_cls: 0.0837, s1.acc: 94.0912, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1143, s2.loss_cls: 0.0416, s2.acc: 93.9375, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0534, loss: 1.1579 2024-03-10 16:15:53,460 - mmdet - INFO - Epoch [11][5800/7330] lr: 1.342e-05, eta: 3 days, 1:42:54, time: 1.541, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1912, s0.acc: 93.4719, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2402, s1.loss_cls: 0.0893, s1.acc: 93.6991, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1160, s2.loss_cls: 0.0438, s2.acc: 93.7129, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0542, loss: 1.2150 2024-03-10 16:17:00,836 - mmdet - INFO - Epoch [11][5850/7330] lr: 1.342e-05, eta: 3 days, 1:41:31, time: 1.348, data_time: 0.119, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1741, s0.acc: 94.0852, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2302, s1.loss_cls: 0.0825, s1.acc: 94.2243, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1112, s2.loss_cls: 0.0408, s2.acc: 94.0422, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0520, loss: 1.1255 2024-03-10 16:18:13,746 - mmdet - INFO - Epoch [11][5900/7330] lr: 1.342e-05, eta: 3 days, 1:40:22, time: 1.458, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1711, s0.acc: 94.1655, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2369, s1.loss_cls: 0.0822, s1.acc: 94.2363, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1142, s2.loss_cls: 0.0406, s2.acc: 94.0808, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0529, loss: 1.1420 2024-03-10 16:19:28,392 - mmdet - INFO - Epoch [11][5950/7330] lr: 1.342e-05, eta: 3 days, 1:39:17, time: 1.493, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1767, s0.acc: 93.9683, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2390, s1.loss_cls: 0.0838, s1.acc: 94.1568, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1154, s2.loss_cls: 0.0414, s2.acc: 94.0365, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0538, loss: 1.1702 2024-03-10 16:20:42,081 - mmdet - INFO - Epoch [11][6000/7330] lr: 1.342e-05, eta: 3 days, 1:38:10, time: 1.474, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1706, s0.acc: 94.0908, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2367, s1.loss_cls: 0.0806, s1.acc: 94.2989, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1154, s2.loss_cls: 0.0392, s2.acc: 94.2565, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0540, loss: 1.1449 2024-03-10 16:21:52,577 - mmdet - INFO - Epoch [11][6050/7330] lr: 1.342e-05, eta: 3 days, 1:36:55, time: 1.410, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1688, s0.acc: 94.2891, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2348, s1.loss_cls: 0.0816, s1.acc: 94.3932, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1132, s2.loss_cls: 0.0400, s2.acc: 94.2681, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0527, loss: 1.1285 2024-03-10 16:23:01,709 - mmdet - INFO - Epoch [11][6100/7330] lr: 1.342e-05, eta: 3 days, 1:35:37, time: 1.383, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1803, s0.acc: 93.8770, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2370, s1.loss_cls: 0.0862, s1.acc: 94.0536, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1157, s2.loss_cls: 0.0430, s2.acc: 93.9200, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0545, loss: 1.1757 2024-03-10 16:24:12,759 - mmdet - INFO - Epoch [11][6150/7330] lr: 1.342e-05, eta: 3 days, 1:34:23, time: 1.421, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1777, s0.acc: 93.8621, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2451, s1.loss_cls: 0.0845, s1.acc: 93.9896, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1179, s2.loss_cls: 0.0418, s2.acc: 93.8396, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0552, loss: 1.1702 2024-03-10 16:25:27,583 - mmdet - INFO - Epoch [11][6200/7330] lr: 1.342e-05, eta: 3 days, 1:33:18, time: 1.496, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1733, s0.acc: 94.1594, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2396, s1.loss_cls: 0.0823, s1.acc: 94.3122, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1153, s2.loss_cls: 0.0410, s2.acc: 94.0740, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0538, loss: 1.1558 2024-03-10 16:26:41,222 - mmdet - INFO - Epoch [11][6250/7330] lr: 1.342e-05, eta: 3 days, 1:32:11, time: 1.473, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1766, s0.acc: 94.0566, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2382, s1.loss_cls: 0.0839, s1.acc: 94.2012, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1171, s2.loss_cls: 0.0413, s2.acc: 94.0628, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0549, loss: 1.1562 2024-03-10 16:27:53,296 - mmdet - INFO - Epoch [11][6300/7330] lr: 1.342e-05, eta: 3 days, 1:31:00, time: 1.441, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1796, s0.acc: 93.7678, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2483, s1.loss_cls: 0.0861, s1.acc: 93.8347, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1198, s2.loss_cls: 0.0428, s2.acc: 93.6520, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0560, loss: 1.2080 2024-03-10 16:29:05,427 - mmdet - INFO - Epoch [11][6350/7330] lr: 1.342e-05, eta: 3 days, 1:29:48, time: 1.443, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1804, s0.acc: 93.9138, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2405, s1.loss_cls: 0.0859, s1.acc: 94.0449, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1166, s2.loss_cls: 0.0419, s2.acc: 94.0723, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0544, loss: 1.1883 2024-03-10 16:30:15,632 - mmdet - INFO - Epoch [11][6400/7330] lr: 1.342e-05, eta: 3 days, 1:28:33, time: 1.404, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1779, s0.acc: 93.8567, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2403, s1.loss_cls: 0.0855, s1.acc: 93.9971, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1151, s2.loss_cls: 0.0421, s2.acc: 93.9259, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0535, loss: 1.1621 2024-03-10 16:31:23,779 - mmdet - INFO - Epoch [11][6450/7330] lr: 1.342e-05, eta: 3 days, 1:27:13, time: 1.363, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1708, s0.acc: 94.0977, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2395, s1.loss_cls: 0.0813, s1.acc: 94.2896, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1167, s2.loss_cls: 0.0405, s2.acc: 94.0912, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0545, loss: 1.1517 2024-03-10 16:32:35,603 - mmdet - INFO - Epoch [11][6500/7330] lr: 1.342e-05, eta: 3 days, 1:26:01, time: 1.437, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1752, s0.acc: 93.9431, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2418, s1.loss_cls: 0.0822, s1.acc: 94.1766, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1168, s2.loss_cls: 0.0405, s2.acc: 93.9982, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0545, loss: 1.1610 2024-03-10 16:33:49,953 - mmdet - INFO - Epoch [11][6550/7330] lr: 1.342e-05, eta: 3 days, 1:24:55, time: 1.487, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1705, s0.acc: 94.1487, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2454, s1.loss_cls: 0.0813, s1.acc: 94.3335, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1179, s2.loss_cls: 0.0398, s2.acc: 94.2903, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0549, loss: 1.1638 2024-03-10 16:35:03,541 - mmdet - INFO - Epoch [11][6600/7330] lr: 1.342e-05, eta: 3 days, 1:23:47, time: 1.472, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1662, s0.acc: 94.2830, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2405, s1.loss_cls: 0.0784, s1.acc: 94.4857, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1154, s2.loss_cls: 0.0391, s2.acc: 94.2939, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0538, loss: 1.1283 2024-03-10 16:36:19,241 - mmdet - INFO - Epoch [11][6650/7330] lr: 1.342e-05, eta: 3 days, 1:22:44, time: 1.514, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1717, s0.acc: 94.0278, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2483, s1.loss_cls: 0.0809, s1.acc: 94.1658, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1191, s2.loss_cls: 0.0406, s2.acc: 94.0388, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0553, loss: 1.1629 2024-03-10 16:37:31,478 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-10 16:37:31,479 - mmdet - INFO - Epoch [11][6700/7330] lr: 1.342e-05, eta: 3 days, 1:21:34, time: 1.445, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1800, s0.acc: 93.7439, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2421, s1.loss_cls: 0.0848, s1.acc: 93.9360, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1160, s2.loss_cls: 0.0416, s2.acc: 93.8841, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0543, loss: 1.1837 2024-03-10 16:38:37,133 - mmdet - INFO - Epoch [11][6750/7330] lr: 1.342e-05, eta: 3 days, 1:20:08, time: 1.313, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1774, s0.acc: 93.9927, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2427, s1.loss_cls: 0.0826, s1.acc: 94.2458, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1168, s2.loss_cls: 0.0407, s2.acc: 94.1250, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0544, loss: 1.1665 2024-03-10 16:39:49,677 - mmdet - INFO - Epoch [11][6800/7330] lr: 1.342e-05, eta: 3 days, 1:18:57, time: 1.451, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1734, s0.acc: 93.9617, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2383, s1.loss_cls: 0.0824, s1.acc: 94.1623, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1145, s2.loss_cls: 0.0403, s2.acc: 94.0949, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0536, loss: 1.1635 2024-03-10 16:41:04,725 - mmdet - INFO - Epoch [11][6850/7330] lr: 1.342e-05, eta: 3 days, 1:17:53, time: 1.501, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1736, s0.acc: 93.9319, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2362, s1.loss_cls: 0.0826, s1.acc: 94.1367, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1146, s2.loss_cls: 0.0409, s2.acc: 94.0058, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0535, loss: 1.1532 2024-03-10 16:42:17,528 - mmdet - INFO - Epoch [11][6900/7330] lr: 1.342e-05, eta: 3 days, 1:16:44, time: 1.456, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1808, s0.acc: 93.8938, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2417, s1.loss_cls: 0.0847, s1.acc: 94.0684, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1161, s2.loss_cls: 0.0413, s2.acc: 94.0235, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0534, loss: 1.1659 2024-03-10 16:43:32,049 - mmdet - INFO - Epoch [11][6950/7330] lr: 1.342e-05, eta: 3 days, 1:15:38, time: 1.490, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1799, s0.acc: 93.7639, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2368, s1.loss_cls: 0.0841, s1.acc: 94.0106, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1161, s2.loss_cls: 0.0417, s2.acc: 93.9164, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0543, loss: 1.1810 2024-03-10 16:44:44,412 - mmdet - INFO - Epoch [11][7000/7330] lr: 1.342e-05, eta: 3 days, 1:14:27, time: 1.448, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1710, s0.acc: 94.0798, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2420, s1.loss_cls: 0.0804, s1.acc: 94.2469, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1180, s2.loss_cls: 0.0403, s2.acc: 94.2153, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0552, loss: 1.1631 2024-03-10 16:45:55,454 - mmdet - INFO - Epoch [11][7050/7330] lr: 1.342e-05, eta: 3 days, 1:13:14, time: 1.421, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1790, s0.acc: 93.7937, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2424, s1.loss_cls: 0.0845, s1.acc: 93.8973, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1172, s2.loss_cls: 0.0418, s2.acc: 93.7958, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0546, loss: 1.1839 2024-03-10 16:47:07,081 - mmdet - INFO - Epoch [11][7100/7330] lr: 1.342e-05, eta: 3 days, 1:12:02, time: 1.433, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1741, s0.acc: 93.9644, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2463, s1.loss_cls: 0.0832, s1.acc: 94.0880, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1181, s2.loss_cls: 0.0409, s2.acc: 93.9629, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0548, loss: 1.1668 2024-03-10 16:48:19,429 - mmdet - INFO - Epoch [11][7150/7330] lr: 1.342e-05, eta: 3 days, 1:10:51, time: 1.447, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1660, s0.acc: 94.2200, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2338, s1.loss_cls: 0.0783, s1.acc: 94.4113, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1137, s2.loss_cls: 0.0384, s2.acc: 94.3544, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0531, loss: 1.1245 2024-03-10 16:49:27,993 - mmdet - INFO - Epoch [11][7200/7330] lr: 1.342e-05, eta: 3 days, 1:09:32, time: 1.371, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1657, s0.acc: 94.2844, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2376, s1.loss_cls: 0.0793, s1.acc: 94.3625, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1150, s2.loss_cls: 0.0399, s2.acc: 94.1840, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0538, loss: 1.1208 2024-03-10 16:50:39,193 - mmdet - INFO - Epoch [11][7250/7330] lr: 1.342e-05, eta: 3 days, 1:08:19, time: 1.424, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1758, s0.acc: 94.0530, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2377, s1.loss_cls: 0.0834, s1.acc: 94.2215, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1138, s2.loss_cls: 0.0413, s2.acc: 94.1397, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0533, loss: 1.1616 2024-03-10 16:51:51,840 - mmdet - INFO - Epoch [11][7300/7330] lr: 1.342e-05, eta: 3 days, 1:07:09, time: 1.453, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1820, s0.acc: 93.7009, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2393, s1.loss_cls: 0.0863, s1.acc: 93.9653, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1162, s2.loss_cls: 0.0423, s2.acc: 93.8791, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0540, loss: 1.1974 2024-03-10 16:52:29,169 - mmdet - INFO - Saving checkpoint at 11 epochs 2024-03-10 16:58:14,815 - mmdet - INFO - Evaluating bbox... 2024-03-10 16:58:52,453 - 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 ] = 0.662 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.515 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.304 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.514 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 ] = 0.616 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.616 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.616 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.440 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 ] = 0.772 2024-03-10 16:58:52,454 - mmdet - INFO - Evaluating segm... 2024-03-10 16:59:31,691 - 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 ] = 0.639 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.446 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.212 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.449 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.602 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.540 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 ] = 0.353 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 ] = 0.706 2024-03-10 16:59:32,334 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-10 16:59:32,335 - mmdet - INFO - Epoch(val) [11][1250] bbox_mAP: 0.4740, bbox_mAP_50: 0.6620, bbox_mAP_75: 0.5150, bbox_mAP_s: 0.3040, bbox_mAP_m: 0.5140, bbox_mAP_l: 0.6200, bbox_mAP_copypaste: 0.474 0.662 0.515 0.304 0.514 0.620, segm_mAP: 0.4140, segm_mAP_50: 0.6390, segm_mAP_75: 0.4460, segm_mAP_s: 0.2120, segm_mAP_m: 0.4490, segm_mAP_l: 0.6020, segm_mAP_copypaste: 0.414 0.639 0.446 0.212 0.449 0.602 2024-03-10 17:00:52,781 - mmdet - INFO - Epoch [12][50/7330] lr: 1.342e-05, eta: 3 days, 1:03:55, time: 1.606, data_time: 0.238, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1733, s0.acc: 94.0205, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2386, s1.loss_cls: 0.0805, s1.acc: 94.2757, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1147, s2.loss_cls: 0.0394, s2.acc: 94.2668, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0537, loss: 1.1468 2024-03-10 17:02:01,649 - mmdet - INFO - Epoch [12][100/7330] lr: 1.342e-05, eta: 3 days, 1:02:37, time: 1.377, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1778, s0.acc: 93.8298, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2372, s1.loss_cls: 0.0833, s1.acc: 94.0933, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1147, s2.loss_cls: 0.0412, s2.acc: 93.9218, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0538, loss: 1.1766 2024-03-10 17:03:15,076 - mmdet - INFO - Epoch [12][150/7330] lr: 1.342e-05, eta: 3 days, 1:01:29, time: 1.469, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1729, s0.acc: 94.0820, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2389, s1.loss_cls: 0.0809, s1.acc: 94.3228, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1147, s2.loss_cls: 0.0403, s2.acc: 94.1152, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0527, loss: 1.1571 2024-03-10 17:04:26,142 - mmdet - INFO - Epoch [12][200/7330] lr: 1.342e-05, eta: 3 days, 1:00:15, time: 1.421, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1716, s0.acc: 94.0854, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2386, s1.loss_cls: 0.0808, s1.acc: 94.2703, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1148, s2.loss_cls: 0.0395, s2.acc: 94.2225, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0536, loss: 1.1446 2024-03-10 17:05:40,787 - mmdet - INFO - Epoch [12][250/7330] lr: 1.342e-05, eta: 3 days, 0:59:10, time: 1.493, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1678, s0.acc: 94.1418, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2330, s1.loss_cls: 0.0780, s1.acc: 94.4001, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1123, s2.loss_cls: 0.0387, s2.acc: 94.3880, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0527, loss: 1.1330 2024-03-10 17:06:52,825 - mmdet - INFO - Epoch [12][300/7330] lr: 1.342e-05, eta: 3 days, 0:57:59, time: 1.441, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1730, s0.acc: 93.9602, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2431, s1.loss_cls: 0.0819, s1.acc: 94.1551, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1181, s2.loss_cls: 0.0410, s2.acc: 93.9099, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0552, loss: 1.1706 2024-03-10 17:08:05,653 - mmdet - INFO - Epoch [12][350/7330] lr: 1.342e-05, eta: 3 days, 0:56:49, time: 1.457, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1699, s0.acc: 94.0918, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2393, s1.loss_cls: 0.0790, s1.acc: 94.4028, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1143, s2.loss_cls: 0.0387, s2.acc: 94.3591, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0534, loss: 1.1456 2024-03-10 17:09:16,135 - mmdet - INFO - Epoch [12][400/7330] lr: 1.342e-05, eta: 3 days, 0:55:35, time: 1.410, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1583, s0.acc: 94.5369, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2243, s1.loss_cls: 0.0750, s1.acc: 94.7269, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1090, s2.loss_cls: 0.0368, s2.acc: 94.6231, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0514, loss: 1.0777 2024-03-10 17:10:28,726 - mmdet - INFO - Epoch [12][450/7330] lr: 1.342e-05, eta: 3 days, 0:54:25, time: 1.452, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1657, s0.acc: 94.2048, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2325, s1.loss_cls: 0.0778, s1.acc: 94.4946, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1136, s2.loss_cls: 0.0386, s2.acc: 94.3240, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0534, loss: 1.1294 2024-03-10 17:11:40,350 - mmdet - INFO - Epoch [12][500/7330] lr: 1.342e-05, eta: 3 days, 0:53:12, time: 1.432, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1612, s0.acc: 94.4937, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2421, s1.loss_cls: 0.0763, s1.acc: 94.6439, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1176, s2.loss_cls: 0.0381, s2.acc: 94.5402, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0548, loss: 1.1228 2024-03-10 17:12:56,674 - mmdet - INFO - Epoch [12][550/7330] lr: 1.342e-05, eta: 3 days, 0:52:11, time: 1.526, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1734, s0.acc: 93.9780, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2418, s1.loss_cls: 0.0819, s1.acc: 94.1408, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1166, s2.loss_cls: 0.0406, s2.acc: 94.0736, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0546, loss: 1.1643 2024-03-10 17:14:07,835 - mmdet - INFO - Epoch [12][600/7330] lr: 1.342e-05, eta: 3 days, 0:50:58, time: 1.423, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1713, s0.acc: 94.1736, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2318, s1.loss_cls: 0.0812, s1.acc: 94.3490, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1124, s2.loss_cls: 0.0396, s2.acc: 94.3761, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0530, loss: 1.1352 2024-03-10 17:15:27,017 - mmdet - INFO - Epoch [12][650/7330] lr: 1.342e-05, eta: 3 days, 0:50:02, time: 1.584, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1737, s0.acc: 94.0574, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2385, s1.loss_cls: 0.0810, s1.acc: 94.2992, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1175, s2.loss_cls: 0.0404, s2.acc: 94.1650, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0553, loss: 1.1613 2024-03-10 17:16:37,701 - mmdet - INFO - Epoch [12][700/7330] lr: 1.342e-05, eta: 3 days, 0:48:48, time: 1.414, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1678, s0.acc: 94.1394, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2365, s1.loss_cls: 0.0798, s1.acc: 94.2972, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1148, s2.loss_cls: 0.0399, s2.acc: 94.0984, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0537, loss: 1.1488 2024-03-10 17:17:46,740 - mmdet - INFO - Epoch [12][750/7330] lr: 1.342e-05, eta: 3 days, 0:47:30, time: 1.381, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1750, s0.acc: 93.9773, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2358, s1.loss_cls: 0.0825, s1.acc: 94.1749, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1143, s2.loss_cls: 0.0410, s2.acc: 94.1322, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0536, loss: 1.1594 2024-03-10 17:18:58,754 - mmdet - INFO - Epoch [12][800/7330] lr: 1.342e-05, eta: 3 days, 0:46:19, time: 1.440, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1697, s0.acc: 94.1414, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2408, s1.loss_cls: 0.0791, s1.acc: 94.4009, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1167, s2.loss_cls: 0.0391, s2.acc: 94.3141, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0544, loss: 1.1518 2024-03-10 17:20:13,405 - mmdet - INFO - Epoch [12][850/7330] lr: 1.342e-05, eta: 3 days, 0:45:13, time: 1.493, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1746, s0.acc: 94.0046, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2417, s1.loss_cls: 0.0831, s1.acc: 94.1692, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1164, s2.loss_cls: 0.0403, s2.acc: 94.1912, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0544, loss: 1.1610 2024-03-10 17:21:25,224 - mmdet - INFO - Epoch [12][900/7330] lr: 1.342e-05, eta: 3 days, 0:44:02, time: 1.436, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1735, s0.acc: 94.1135, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2405, s1.loss_cls: 0.0822, s1.acc: 94.2817, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1179, s2.loss_cls: 0.0403, s2.acc: 94.1779, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0548, loss: 1.1519 2024-03-10 17:22:37,385 - mmdet - INFO - Epoch [12][950/7330] lr: 1.342e-05, eta: 3 days, 0:42:51, time: 1.443, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1698, s0.acc: 94.0574, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2383, s1.loss_cls: 0.0806, s1.acc: 94.2394, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1165, s2.loss_cls: 0.0407, s2.acc: 94.0458, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0542, loss: 1.1543 2024-03-10 17:23:46,452 - mmdet - INFO - Epoch [12][1000/7330] lr: 1.342e-05, eta: 3 days, 0:41:33, time: 1.381, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1639, s0.acc: 94.3020, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2380, s1.loss_cls: 0.0770, s1.acc: 94.5145, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1167, s2.loss_cls: 0.0382, s2.acc: 94.4825, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0548, loss: 1.1265 2024-03-10 17:24:55,053 - mmdet - INFO - Epoch [12][1050/7330] lr: 1.342e-05, eta: 3 days, 0:40:14, time: 1.372, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1579, s0.acc: 94.4998, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2297, s1.loss_cls: 0.0745, s1.acc: 94.6633, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1120, s2.loss_cls: 0.0372, s2.acc: 94.4858, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.0854 2024-03-10 17:26:09,577 - mmdet - INFO - Epoch [12][1100/7330] lr: 1.342e-05, eta: 3 days, 0:39:08, time: 1.490, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1815, s0.acc: 93.6816, s0.loss_bbox: 0.2549, s0.loss_mask: 0.2413, s1.loss_cls: 0.0844, s1.acc: 93.9980, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1176, s2.loss_cls: 0.0416, s2.acc: 93.9273, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0552, loss: 1.2050 2024-03-10 17:27:19,656 - mmdet - INFO - Epoch [12][1150/7330] lr: 1.342e-05, eta: 3 days, 0:37:53, time: 1.402, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1697, s0.acc: 94.1172, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2361, s1.loss_cls: 0.0798, s1.acc: 94.3216, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1155, s2.loss_cls: 0.0395, s2.acc: 94.2139, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0542, loss: 1.1419 2024-03-10 17:28:32,406 - mmdet - INFO - Epoch [12][1200/7330] lr: 1.342e-05, eta: 3 days, 0:36:43, time: 1.455, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1715, s0.acc: 94.0305, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2392, s1.loss_cls: 0.0813, s1.acc: 94.2254, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1161, s2.loss_cls: 0.0401, s2.acc: 94.2255, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0544, loss: 1.1611 2024-03-10 17:29:44,104 - mmdet - INFO - Epoch [12][1250/7330] lr: 1.342e-05, eta: 3 days, 0:35:31, time: 1.434, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1660, s0.acc: 94.3623, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2328, s1.loss_cls: 0.0777, s1.acc: 94.6358, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1135, s2.loss_cls: 0.0382, s2.acc: 94.5603, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0532, loss: 1.1177 2024-03-10 17:30:58,251 - mmdet - INFO - Epoch [12][1300/7330] lr: 1.342e-05, eta: 3 days, 0:34:24, time: 1.483, data_time: 0.237, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1694, s0.acc: 94.0154, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2382, s1.loss_cls: 0.0808, s1.acc: 94.2099, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1168, s2.loss_cls: 0.0404, s2.acc: 94.0854, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0547, loss: 1.1459 2024-03-10 17:32:11,154 - mmdet - INFO - Epoch [12][1350/7330] lr: 1.342e-05, eta: 3 days, 0:33:15, time: 1.458, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1689, s0.acc: 94.1238, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2391, s1.loss_cls: 0.0797, s1.acc: 94.3232, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1158, s2.loss_cls: 0.0395, s2.acc: 94.2210, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0543, loss: 1.1494 2024-03-10 17:33:28,185 - mmdet - INFO - Epoch [12][1400/7330] lr: 1.342e-05, eta: 3 days, 0:32:15, time: 1.541, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1814, s0.acc: 93.7795, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2421, s1.loss_cls: 0.0848, s1.acc: 94.0298, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1169, s2.loss_cls: 0.0423, s2.acc: 93.9136, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0546, loss: 1.1938 2024-03-10 17:34:39,918 - mmdet - INFO - Epoch [12][1450/7330] lr: 1.342e-05, eta: 3 days, 0:31:03, time: 1.435, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1730, s0.acc: 94.0325, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2392, s1.loss_cls: 0.0816, s1.acc: 94.2710, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1161, s2.loss_cls: 0.0406, s2.acc: 94.1951, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0542, loss: 1.1496 2024-03-10 17:35:55,200 - mmdet - INFO - Epoch [12][1500/7330] lr: 1.342e-05, eta: 3 days, 0:29:59, time: 1.506, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1682, s0.acc: 94.1802, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2329, s1.loss_cls: 0.0792, s1.acc: 94.3216, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1139, s2.loss_cls: 0.0398, s2.acc: 94.1483, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0535, loss: 1.1344 2024-03-10 17:37:06,803 - mmdet - INFO - Epoch [12][1550/7330] lr: 1.342e-05, eta: 3 days, 0:28:46, time: 1.432, data_time: 0.206, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1691, s0.acc: 94.2449, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2342, s1.loss_cls: 0.0809, s1.acc: 94.3770, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1137, s2.loss_cls: 0.0400, s2.acc: 94.2126, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0530, loss: 1.1343 2024-03-10 17:38:22,948 - mmdet - INFO - Epoch [12][1600/7330] lr: 1.342e-05, eta: 3 days, 0:27:44, time: 1.523, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1689, s0.acc: 94.1702, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2437, s1.loss_cls: 0.0795, s1.acc: 94.4105, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1174, s2.loss_cls: 0.0392, s2.acc: 94.3320, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0548, loss: 1.1494 2024-03-10 17:39:35,946 - mmdet - INFO - Epoch [12][1650/7330] lr: 1.342e-05, eta: 3 days, 0:26:35, time: 1.460, data_time: 0.209, memory: 17966, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1845, s0.acc: 93.7000, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2385, s1.loss_cls: 0.0865, s1.acc: 93.9375, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1148, s2.loss_cls: 0.0427, s2.acc: 93.8239, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0534, loss: 1.1962 2024-03-10 17:40:45,933 - mmdet - INFO - Epoch [12][1700/7330] lr: 1.342e-05, eta: 3 days, 0:25:19, time: 1.400, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1635, s0.acc: 94.3484, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2358, s1.loss_cls: 0.0770, s1.acc: 94.4899, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1132, s2.loss_cls: 0.0380, s2.acc: 94.4868, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0529, loss: 1.1120 2024-03-10 17:41:59,243 - mmdet - INFO - Epoch [12][1750/7330] lr: 1.342e-05, eta: 3 days, 0:24:11, time: 1.466, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1673, s0.acc: 94.1919, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2369, s1.loss_cls: 0.0793, s1.acc: 94.4646, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1151, s2.loss_cls: 0.0387, s2.acc: 94.3866, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0536, loss: 1.1301 2024-03-10 17:43:10,644 - mmdet - INFO - Epoch [12][1800/7330] lr: 1.342e-05, eta: 3 days, 0:22:58, time: 1.428, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1763, s0.acc: 93.8926, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2408, s1.loss_cls: 0.0824, s1.acc: 94.2017, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1168, s2.loss_cls: 0.0409, s2.acc: 94.0111, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0542, loss: 1.1733 2024-03-10 17:44:25,300 - mmdet - INFO - Epoch [12][1850/7330] lr: 1.342e-05, eta: 3 days, 0:21:53, time: 1.493, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1670, s0.acc: 94.2725, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2381, s1.loss_cls: 0.0780, s1.acc: 94.4681, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1154, s2.loss_cls: 0.0393, s2.acc: 94.3596, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0536, loss: 1.1396 2024-03-10 17:45:32,459 - mmdet - INFO - Epoch [12][1900/7330] lr: 1.342e-05, eta: 3 days, 0:20:31, time: 1.343, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1740, s0.acc: 94.0132, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2449, s1.loss_cls: 0.0826, s1.acc: 94.2494, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1199, s2.loss_cls: 0.0406, s2.acc: 94.1421, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0558, loss: 1.1746 2024-03-10 17:46:41,991 - mmdet - INFO - Epoch [12][1950/7330] lr: 1.342e-05, eta: 3 days, 0:19:14, time: 1.391, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1769, s0.acc: 94.0366, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2459, s1.loss_cls: 0.0816, s1.acc: 94.3595, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1202, s2.loss_cls: 0.0398, s2.acc: 94.3092, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0561, loss: 1.1824 2024-03-10 17:47:52,289 - mmdet - INFO - Epoch [12][2000/7330] lr: 1.342e-05, eta: 3 days, 0:17:59, time: 1.406, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1678, s0.acc: 94.1860, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2390, s1.loss_cls: 0.0784, s1.acc: 94.4618, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1156, s2.loss_cls: 0.0393, s2.acc: 94.2187, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0537, loss: 1.1379 2024-03-10 17:49:01,996 - mmdet - INFO - Epoch [12][2050/7330] lr: 1.342e-05, eta: 3 days, 0:16:42, time: 1.394, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1732, s0.acc: 94.0098, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2330, s1.loss_cls: 0.0823, s1.acc: 94.2041, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1136, s2.loss_cls: 0.0402, s2.acc: 94.1620, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0532, loss: 1.1516 2024-03-10 17:50:14,038 - mmdet - INFO - Epoch [12][2100/7330] lr: 1.342e-05, eta: 3 days, 0:15:31, time: 1.441, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1794, s0.acc: 93.8806, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2403, s1.loss_cls: 0.0850, s1.acc: 94.0363, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1162, s2.loss_cls: 0.0409, s2.acc: 94.1245, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0541, loss: 1.1755 2024-03-10 17:51:26,980 - mmdet - INFO - Epoch [12][2150/7330] lr: 1.342e-05, eta: 3 days, 0:14:22, time: 1.459, data_time: 0.208, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1688, s0.acc: 94.2373, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2359, s1.loss_cls: 0.0788, s1.acc: 94.4693, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1147, s2.loss_cls: 0.0392, s2.acc: 94.3723, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0538, loss: 1.1343 2024-03-10 17:52:36,099 - mmdet - INFO - Epoch [12][2200/7330] lr: 1.342e-05, eta: 3 days, 0:13:04, time: 1.382, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1727, s0.acc: 93.9512, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2467, s1.loss_cls: 0.0818, s1.acc: 94.0609, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1180, s2.loss_cls: 0.0401, s2.acc: 94.0917, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0551, loss: 1.1759 2024-03-10 17:53:48,244 - mmdet - INFO - Epoch [12][2250/7330] lr: 1.342e-05, eta: 3 days, 0:11:53, time: 1.443, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1742, s0.acc: 94.0901, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2397, s1.loss_cls: 0.0821, s1.acc: 94.2649, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1155, s2.loss_cls: 0.0398, s2.acc: 94.2725, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0540, loss: 1.1495 2024-03-10 17:55:00,465 - mmdet - INFO - Epoch [12][2300/7330] lr: 1.342e-05, eta: 3 days, 0:10:42, time: 1.444, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1635, s0.acc: 94.3513, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2390, s1.loss_cls: 0.0766, s1.acc: 94.5552, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1158, s2.loss_cls: 0.0378, s2.acc: 94.4607, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0540, loss: 1.1275 2024-03-10 17:56:13,091 - mmdet - INFO - Epoch [12][2350/7330] lr: 1.342e-05, eta: 3 days, 0:09:32, time: 1.452, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1742, s0.acc: 93.9424, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2416, s1.loss_cls: 0.0824, s1.acc: 94.1882, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1162, s2.loss_cls: 0.0415, s2.acc: 93.9294, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0542, loss: 1.1708 2024-03-10 17:57:22,768 - mmdet - INFO - Epoch [12][2400/7330] lr: 1.342e-05, eta: 3 days, 0:08:16, time: 1.394, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1639, s0.acc: 94.3386, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2369, s1.loss_cls: 0.0780, s1.acc: 94.5012, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1153, s2.loss_cls: 0.0388, s2.acc: 94.3842, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0542, loss: 1.1222 2024-03-10 17:58:36,434 - mmdet - INFO - Epoch [12][2450/7330] lr: 1.342e-05, eta: 3 days, 0:07:08, time: 1.473, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1754, s0.acc: 93.9414, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2349, s1.loss_cls: 0.0818, s1.acc: 94.2623, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1125, s2.loss_cls: 0.0403, s2.acc: 94.1959, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0527, loss: 1.1576 2024-03-10 17:59:46,617 - mmdet - INFO - Epoch [12][2500/7330] lr: 1.342e-05, eta: 3 days, 0:05:53, time: 1.404, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1761, s0.acc: 93.9763, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2413, s1.loss_cls: 0.0832, s1.acc: 94.2035, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1157, s2.loss_cls: 0.0410, s2.acc: 94.1736, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0542, loss: 1.1638 2024-03-10 18:00:56,395 - mmdet - INFO - Epoch [12][2550/7330] lr: 1.342e-05, eta: 3 days, 0:04:36, time: 1.396, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1740, s0.acc: 93.9983, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2385, s1.loss_cls: 0.0826, s1.acc: 94.1084, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1146, s2.loss_cls: 0.0409, s2.acc: 94.0222, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0533, loss: 1.1536 2024-03-10 18:02:10,837 - mmdet - INFO - Epoch [12][2600/7330] lr: 1.342e-05, eta: 3 days, 0:03:30, time: 1.489, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1721, s0.acc: 94.0085, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2401, s1.loss_cls: 0.0802, s1.acc: 94.2483, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1168, s2.loss_cls: 0.0403, s2.acc: 94.0197, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0545, loss: 1.1693 2024-03-10 18:03:22,843 - mmdet - INFO - Epoch [12][2650/7330] lr: 1.342e-05, eta: 3 days, 0:02:19, time: 1.440, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1746, s0.acc: 94.1250, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2404, s1.loss_cls: 0.0821, s1.acc: 94.3122, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1158, s2.loss_cls: 0.0403, s2.acc: 94.2092, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0539, loss: 1.1504 2024-03-10 18:04:38,029 - mmdet - INFO - Epoch [12][2700/7330] lr: 1.342e-05, eta: 3 days, 0:01:15, time: 1.503, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1788, s0.acc: 93.8582, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2417, s1.loss_cls: 0.0836, s1.acc: 94.1068, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1179, s2.loss_cls: 0.0409, s2.acc: 94.0725, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0550, loss: 1.1798 2024-03-10 18:05:49,963 - mmdet - INFO - Epoch [12][2750/7330] lr: 1.342e-05, eta: 3 days, 0:00:03, time: 1.439, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1791, s0.acc: 93.8811, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2363, s1.loss_cls: 0.0849, s1.acc: 94.0636, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1161, s2.loss_cls: 0.0418, s2.acc: 93.9991, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0539, loss: 1.1666 2024-03-10 18:07:04,180 - mmdet - INFO - Epoch [12][2800/7330] lr: 1.342e-05, eta: 2 days, 23:58:56, time: 1.484, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1790, s0.acc: 93.8435, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2415, s1.loss_cls: 0.0859, s1.acc: 94.0076, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1170, s2.loss_cls: 0.0416, s2.acc: 94.0494, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0547, loss: 1.1770 2024-03-10 18:08:17,110 - mmdet - INFO - Epoch [12][2850/7330] lr: 1.342e-05, eta: 2 days, 23:57:47, time: 1.459, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1749, s0.acc: 94.0017, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2361, s1.loss_cls: 0.0835, s1.acc: 94.0047, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1154, s2.loss_cls: 0.0410, s2.acc: 94.0627, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0538, loss: 1.1531 2024-03-10 18:09:25,555 - mmdet - INFO - Epoch [12][2900/7330] lr: 1.342e-05, eta: 2 days, 23:56:28, time: 1.369, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1759, s0.acc: 94.1323, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2360, s1.loss_cls: 0.0833, s1.acc: 94.2207, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1150, s2.loss_cls: 0.0413, s2.acc: 94.1073, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0541, loss: 1.1540 2024-03-10 18:10:35,051 - mmdet - INFO - Epoch [12][2950/7330] lr: 1.342e-05, eta: 2 days, 23:55:11, time: 1.390, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1676, s0.acc: 94.3015, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2414, s1.loss_cls: 0.0785, s1.acc: 94.5546, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1173, s2.loss_cls: 0.0390, s2.acc: 94.3346, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0550, loss: 1.1361 2024-03-10 18:11:48,843 - mmdet - INFO - Epoch [12][3000/7330] lr: 1.342e-05, eta: 2 days, 23:54:04, time: 1.476, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1758, s0.acc: 94.1033, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2415, s1.loss_cls: 0.0829, s1.acc: 94.2364, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1168, s2.loss_cls: 0.0404, s2.acc: 94.2667, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0545, loss: 1.1518 2024-03-10 18:12:59,525 - mmdet - INFO - Epoch [12][3050/7330] lr: 1.342e-05, eta: 2 days, 23:52:50, time: 1.414, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1687, s0.acc: 94.2327, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2328, s1.loss_cls: 0.0797, s1.acc: 94.3342, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1137, s2.loss_cls: 0.0395, s2.acc: 94.2495, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0534, loss: 1.1275 2024-03-10 18:14:14,381 - mmdet - INFO - Epoch [12][3100/7330] lr: 1.342e-05, eta: 2 days, 23:51:44, time: 1.497, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1746, s0.acc: 93.9951, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2363, s1.loss_cls: 0.0822, s1.acc: 94.1847, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1154, s2.loss_cls: 0.0409, s2.acc: 94.0527, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0540, loss: 1.1640 2024-03-10 18:15:26,075 - mmdet - INFO - Epoch [12][3150/7330] lr: 1.342e-05, eta: 2 days, 23:50:32, time: 1.434, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1779, s0.acc: 93.9070, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2366, s1.loss_cls: 0.0846, s1.acc: 94.0806, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1139, s2.loss_cls: 0.0421, s2.acc: 93.9333, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0531, loss: 1.1636 2024-03-10 18:16:36,225 - mmdet - INFO - Epoch [12][3200/7330] lr: 1.342e-05, eta: 2 days, 23:49:17, time: 1.403, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1748, s0.acc: 93.9766, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2365, s1.loss_cls: 0.0823, s1.acc: 94.2288, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1144, s2.loss_cls: 0.0408, s2.acc: 94.1740, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0534, loss: 1.1552 2024-03-10 18:17:45,386 - mmdet - INFO - Epoch [12][3250/7330] lr: 1.342e-05, eta: 2 days, 23:47:59, time: 1.383, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1662, s0.acc: 94.2742, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2345, s1.loss_cls: 0.0785, s1.acc: 94.4978, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1149, s2.loss_cls: 0.0399, s2.acc: 94.1729, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0542, loss: 1.1306 2024-03-10 18:19:02,093 - mmdet - INFO - Epoch [12][3300/7330] lr: 1.342e-05, eta: 2 days, 23:46:58, time: 1.534, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1763, s0.acc: 93.9661, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2425, s1.loss_cls: 0.0835, s1.acc: 94.1641, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1178, s2.loss_cls: 0.0411, s2.acc: 94.0011, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0551, loss: 1.1739 2024-03-10 18:20:09,871 - mmdet - INFO - Epoch [12][3350/7330] lr: 1.342e-05, eta: 2 days, 23:45:38, time: 1.356, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1731, s0.acc: 94.1409, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2422, s1.loss_cls: 0.0815, s1.acc: 94.3060, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1171, s2.loss_cls: 0.0399, s2.acc: 94.2655, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0544, loss: 1.1525 2024-03-10 18:21:19,050 - mmdet - INFO - Epoch [12][3400/7330] lr: 1.342e-05, eta: 2 days, 23:44:20, time: 1.384, data_time: 0.118, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1783, s0.acc: 93.8289, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2390, s1.loss_cls: 0.0847, s1.acc: 93.9854, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1153, s2.loss_cls: 0.0417, s2.acc: 93.8715, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0539, loss: 1.1740 2024-03-10 18:22:28,928 - mmdet - INFO - Epoch [12][3450/7330] lr: 1.342e-05, eta: 2 days, 23:43:04, time: 1.398, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1781, s0.acc: 93.8716, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2444, s1.loss_cls: 0.0834, s1.acc: 94.0968, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1183, s2.loss_cls: 0.0412, s2.acc: 93.9328, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0552, loss: 1.1883 2024-03-10 18:23:41,084 - mmdet - INFO - Epoch [12][3500/7330] lr: 1.342e-05, eta: 2 days, 23:41:53, time: 1.443, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1809, s0.acc: 93.7664, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2418, s1.loss_cls: 0.0868, s1.acc: 93.9730, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1187, s2.loss_cls: 0.0429, s2.acc: 93.8436, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0557, loss: 1.2030 2024-03-10 18:24:57,304 - mmdet - INFO - Epoch [12][3550/7330] lr: 1.342e-05, eta: 2 days, 23:40:51, time: 1.524, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1803, s0.acc: 93.7903, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2432, s1.loss_cls: 0.0859, s1.acc: 93.9915, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1188, s2.loss_cls: 0.0428, s2.acc: 93.8480, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0551, loss: 1.1913 2024-03-10 18:26:08,523 - mmdet - INFO - Epoch [12][3600/7330] lr: 1.342e-05, eta: 2 days, 23:39:38, time: 1.424, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1789, s0.acc: 93.8657, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2426, s1.loss_cls: 0.0844, s1.acc: 94.0755, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1175, s2.loss_cls: 0.0412, s2.acc: 94.0445, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0547, loss: 1.1821 2024-03-10 18:27:17,374 - mmdet - INFO - Epoch [12][3650/7330] lr: 1.342e-05, eta: 2 days, 23:38:20, time: 1.377, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1728, s0.acc: 93.9924, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2365, s1.loss_cls: 0.0812, s1.acc: 94.2050, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1145, s2.loss_cls: 0.0401, s2.acc: 94.0441, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0535, loss: 1.1533 2024-03-10 18:28:25,120 - mmdet - INFO - Epoch [12][3700/7330] lr: 1.342e-05, eta: 2 days, 23:36:59, time: 1.355, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1726, s0.acc: 94.1523, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2375, s1.loss_cls: 0.0812, s1.acc: 94.3800, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1140, s2.loss_cls: 0.0399, s2.acc: 94.3350, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0531, loss: 1.1307 2024-03-10 18:29:37,111 - mmdet - INFO - Epoch [12][3750/7330] lr: 1.342e-05, eta: 2 days, 23:35:48, time: 1.440, data_time: 0.215, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1737, s0.acc: 93.9185, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2376, s1.loss_cls: 0.0812, s1.acc: 94.1340, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1148, s2.loss_cls: 0.0401, s2.acc: 94.0472, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0534, loss: 1.1527 2024-03-10 18:30:52,364 - mmdet - INFO - Epoch [12][3800/7330] lr: 1.342e-05, eta: 2 days, 23:34:44, time: 1.505, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1671, s0.acc: 94.2053, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2380, s1.loss_cls: 0.0788, s1.acc: 94.4264, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1150, s2.loss_cls: 0.0384, s2.acc: 94.3750, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0532, loss: 1.1229 2024-03-10 18:32:04,698 - mmdet - INFO - Epoch [12][3850/7330] lr: 1.342e-05, eta: 2 days, 23:33:33, time: 1.447, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1585, s0.acc: 94.4834, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2404, s1.loss_cls: 0.0752, s1.acc: 94.6108, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1172, s2.loss_cls: 0.0374, s2.acc: 94.3916, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0550, loss: 1.1070 2024-03-10 18:33:14,560 - mmdet - INFO - Epoch [12][3900/7330] lr: 1.342e-05, eta: 2 days, 23:32:17, time: 1.397, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1741, s0.acc: 94.0999, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2365, s1.loss_cls: 0.0815, s1.acc: 94.3860, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1140, s2.loss_cls: 0.0407, s2.acc: 94.2036, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0525, loss: 1.1433 2024-03-10 18:34:26,186 - mmdet - INFO - Epoch [12][3950/7330] lr: 1.342e-05, eta: 2 days, 23:31:05, time: 1.433, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1626, s0.acc: 94.4307, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2349, s1.loss_cls: 0.0772, s1.acc: 94.5862, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1142, s2.loss_cls: 0.0382, s2.acc: 94.4577, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0533, loss: 1.1119 2024-03-10 18:35:37,549 - mmdet - INFO - Epoch [12][4000/7330] lr: 1.342e-05, eta: 2 days, 23:29:52, time: 1.427, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1623, s0.acc: 94.3684, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2391, s1.loss_cls: 0.0770, s1.acc: 94.5647, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1164, s2.loss_cls: 0.0377, s2.acc: 94.4991, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0544, loss: 1.1275 2024-03-10 18:36:50,042 - mmdet - INFO - Epoch [12][4050/7330] lr: 1.342e-05, eta: 2 days, 23:28:42, time: 1.450, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1725, s0.acc: 94.2014, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2367, s1.loss_cls: 0.0808, s1.acc: 94.3426, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1136, s2.loss_cls: 0.0394, s2.acc: 94.2862, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0529, loss: 1.1360 2024-03-10 18:38:04,150 - mmdet - INFO - Epoch [12][4100/7330] lr: 1.342e-05, eta: 2 days, 23:27:35, time: 1.482, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1642, s0.acc: 94.4004, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2323, s1.loss_cls: 0.0772, s1.acc: 94.5654, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1136, s2.loss_cls: 0.0383, s2.acc: 94.4708, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0531, loss: 1.1155 2024-03-10 18:39:15,343 - mmdet - INFO - Epoch [12][4150/7330] lr: 1.342e-05, eta: 2 days, 23:26:22, time: 1.424, data_time: 0.119, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1696, s0.acc: 94.1189, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2405, s1.loss_cls: 0.0798, s1.acc: 94.2490, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1166, s2.loss_cls: 0.0395, s2.acc: 94.1473, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0546, loss: 1.1574 2024-03-10 18:40:29,180 - mmdet - INFO - Epoch [12][4200/7330] lr: 1.342e-05, eta: 2 days, 23:25:14, time: 1.477, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1717, s0.acc: 93.9958, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2431, s1.loss_cls: 0.0816, s1.acc: 94.1612, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1176, s2.loss_cls: 0.0406, s2.acc: 93.9669, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0545, loss: 1.1659 2024-03-10 18:41:36,465 - mmdet - INFO - Epoch [12][4250/7330] lr: 1.342e-05, eta: 2 days, 23:23:53, time: 1.346, data_time: 0.105, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1560, s0.acc: 94.6992, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2312, s1.loss_cls: 0.0730, s1.acc: 94.9282, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1121, s2.loss_cls: 0.0361, s2.acc: 94.7352, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0524, loss: 1.0658 2024-03-10 18:42:47,567 - mmdet - INFO - Epoch [12][4300/7330] lr: 1.342e-05, eta: 2 days, 23:22:40, time: 1.422, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1696, s0.acc: 94.2981, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2395, s1.loss_cls: 0.0806, s1.acc: 94.4995, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1158, s2.loss_cls: 0.0398, s2.acc: 94.3644, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0542, loss: 1.1335 2024-03-10 18:44:00,943 - mmdet - INFO - Epoch [12][4350/7330] lr: 1.342e-05, eta: 2 days, 23:21:31, time: 1.467, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1713, s0.acc: 94.2637, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2420, s1.loss_cls: 0.0804, s1.acc: 94.4313, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1169, s2.loss_cls: 0.0397, s2.acc: 94.2675, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0549, loss: 1.1492 2024-03-10 18:45:13,614 - mmdet - INFO - Epoch [12][4400/7330] lr: 1.342e-05, eta: 2 days, 23:20:21, time: 1.453, data_time: 0.202, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1693, s0.acc: 94.1741, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2359, s1.loss_cls: 0.0800, s1.acc: 94.4262, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1137, s2.loss_cls: 0.0392, s2.acc: 94.3574, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0531, loss: 1.1296 2024-03-10 18:46:24,080 - mmdet - INFO - Epoch [12][4450/7330] lr: 1.342e-05, eta: 2 days, 23:19:07, time: 1.410, data_time: 0.109, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1661, s0.acc: 94.4026, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2356, s1.loss_cls: 0.0798, s1.acc: 94.5041, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1142, s2.loss_cls: 0.0395, s2.acc: 94.3417, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0535, loss: 1.1184 2024-03-10 18:47:41,415 - mmdet - INFO - Epoch [12][4500/7330] lr: 1.342e-05, eta: 2 days, 23:18:07, time: 1.547, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1701, s0.acc: 94.0945, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2381, s1.loss_cls: 0.0801, s1.acc: 94.3483, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1149, s2.loss_cls: 0.0396, s2.acc: 94.2360, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0540, loss: 1.1406 2024-03-10 18:48:51,935 - mmdet - INFO - Epoch [12][4550/7330] lr: 1.342e-05, eta: 2 days, 23:16:52, time: 1.410, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1682, s0.acc: 94.1682, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2393, s1.loss_cls: 0.0792, s1.acc: 94.3849, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1151, s2.loss_cls: 0.0386, s2.acc: 94.3497, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0535, loss: 1.1381 2024-03-10 18:50:01,623 - mmdet - INFO - Epoch [12][4600/7330] lr: 1.342e-05, eta: 2 days, 23:15:36, time: 1.394, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1705, s0.acc: 94.1821, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2409, s1.loss_cls: 0.0798, s1.acc: 94.3424, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1155, s2.loss_cls: 0.0390, s2.acc: 94.3077, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0537, loss: 1.1431 2024-03-10 18:51:15,854 - mmdet - INFO - Epoch [12][4650/7330] lr: 1.342e-05, eta: 2 days, 23:14:29, time: 1.485, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1564, s0.acc: 94.4976, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2341, s1.loss_cls: 0.0749, s1.acc: 94.6438, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1133, s2.loss_cls: 0.0378, s2.acc: 94.4321, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0526, loss: 1.0961 2024-03-10 18:52:28,648 - mmdet - INFO - Epoch [12][4700/7330] lr: 1.342e-05, eta: 2 days, 23:13:19, time: 1.456, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1597, s0.acc: 94.4590, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2363, s1.loss_cls: 0.0754, s1.acc: 94.6780, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1139, s2.loss_cls: 0.0379, s2.acc: 94.5879, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0535, loss: 1.1120 2024-03-10 18:53:41,160 - mmdet - INFO - Epoch [12][4750/7330] lr: 1.342e-05, eta: 2 days, 23:12:09, time: 1.450, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1697, s0.acc: 94.1497, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2356, s1.loss_cls: 0.0807, s1.acc: 94.3514, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1138, s2.loss_cls: 0.0396, s2.acc: 94.2905, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0533, loss: 1.1329 2024-03-10 18:54:54,464 - mmdet - INFO - Epoch [12][4800/7330] lr: 1.342e-05, eta: 2 days, 23:11:00, time: 1.466, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1618, s0.acc: 94.3420, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2356, s1.loss_cls: 0.0767, s1.acc: 94.5259, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1146, s2.loss_cls: 0.0384, s2.acc: 94.4001, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0535, loss: 1.1141 2024-03-10 18:56:06,656 - mmdet - INFO - Epoch [12][4850/7330] lr: 1.342e-05, eta: 2 days, 23:09:49, time: 1.444, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1692, s0.acc: 94.1304, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2325, s1.loss_cls: 0.0793, s1.acc: 94.4001, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1120, s2.loss_cls: 0.0391, s2.acc: 94.3201, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0521, loss: 1.1343 2024-03-10 18:57:19,167 - mmdet - INFO - Epoch [12][4900/7330] lr: 1.342e-05, eta: 2 days, 23:08:39, time: 1.450, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1633, s0.acc: 94.3679, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2385, s1.loss_cls: 0.0777, s1.acc: 94.4711, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1155, s2.loss_cls: 0.0387, s2.acc: 94.4033, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0536, loss: 1.1232 2024-03-10 18:58:33,050 - mmdet - INFO - Epoch [12][4950/7330] lr: 1.342e-05, eta: 2 days, 23:07:32, time: 1.478, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1671, s0.acc: 94.2239, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2424, s1.loss_cls: 0.0783, s1.acc: 94.5102, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1168, s2.loss_cls: 0.0392, s2.acc: 94.1615, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0545, loss: 1.1416 2024-03-10 18:59:43,289 - mmdet - INFO - Epoch [12][5000/7330] lr: 1.342e-05, eta: 2 days, 23:06:17, time: 1.405, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1648, s0.acc: 94.1809, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2348, s1.loss_cls: 0.0783, s1.acc: 94.3305, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1135, s2.loss_cls: 0.0391, s2.acc: 94.1775, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0526, loss: 1.1226 2024-03-10 19:00:57,420 - mmdet - INFO - Epoch [12][5050/7330] lr: 1.342e-05, eta: 2 days, 23:05:10, time: 1.483, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1760, s0.acc: 93.9937, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2430, s1.loss_cls: 0.0822, s1.acc: 94.2177, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1160, s2.loss_cls: 0.0411, s2.acc: 94.0228, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0540, loss: 1.1640 2024-03-10 19:02:12,190 - mmdet - INFO - Epoch [12][5100/7330] lr: 1.342e-05, eta: 2 days, 23:04:04, time: 1.495, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1745, s0.acc: 93.9976, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2422, s1.loss_cls: 0.0820, s1.acc: 94.1883, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1165, s2.loss_cls: 0.0402, s2.acc: 94.0800, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0542, loss: 1.1554 2024-03-10 19:03:17,647 - mmdet - INFO - Epoch [12][5150/7330] lr: 1.342e-05, eta: 2 days, 23:02:39, time: 1.309, data_time: 0.114, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1718, s0.acc: 94.1516, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2362, s1.loss_cls: 0.0814, s1.acc: 94.3333, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1147, s2.loss_cls: 0.0399, s2.acc: 94.3154, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0535, loss: 1.1464 2024-03-10 19:04:32,746 - mmdet - INFO - Epoch [12][5200/7330] lr: 1.342e-05, eta: 2 days, 23:01:34, time: 1.502, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1690, s0.acc: 94.0120, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2396, s1.loss_cls: 0.0798, s1.acc: 94.2225, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1183, s2.loss_cls: 0.0400, s2.acc: 93.9821, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0554, loss: 1.1612 2024-03-10 19:05:42,551 - mmdet - INFO - Epoch [12][5250/7330] lr: 1.342e-05, eta: 2 days, 23:00:18, time: 1.396, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1681, s0.acc: 94.2100, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2433, s1.loss_cls: 0.0798, s1.acc: 94.3048, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1182, s2.loss_cls: 0.0391, s2.acc: 94.3017, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0550, loss: 1.1497 2024-03-10 19:06:54,854 - mmdet - INFO - Epoch [12][5300/7330] lr: 1.342e-05, eta: 2 days, 22:59:07, time: 1.446, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1738, s0.acc: 94.1396, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2407, s1.loss_cls: 0.0823, s1.acc: 94.2987, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1167, s2.loss_cls: 0.0407, s2.acc: 94.1907, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0539, loss: 1.1647 2024-03-10 19:08:04,737 - mmdet - INFO - Epoch [12][5350/7330] lr: 1.342e-05, eta: 2 days, 22:57:52, time: 1.398, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1669, s0.acc: 94.2410, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2317, s1.loss_cls: 0.0787, s1.acc: 94.4703, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1119, s2.loss_cls: 0.0396, s2.acc: 94.2979, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0522, loss: 1.1213 2024-03-10 19:09:18,538 - mmdet - INFO - Epoch [12][5400/7330] lr: 1.342e-05, eta: 2 days, 22:56:44, time: 1.476, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1698, s0.acc: 94.1252, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2378, s1.loss_cls: 0.0804, s1.acc: 94.2210, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1159, s2.loss_cls: 0.0400, s2.acc: 94.1243, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0542, loss: 1.1447 2024-03-10 19:10:32,744 - mmdet - INFO - Epoch [12][5450/7330] lr: 1.342e-05, eta: 2 days, 22:55:37, time: 1.484, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1770, s0.acc: 93.9580, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2387, s1.loss_cls: 0.0835, s1.acc: 94.1591, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1156, s2.loss_cls: 0.0409, s2.acc: 94.0979, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0537, loss: 1.1599 2024-03-10 19:11:43,396 - mmdet - INFO - Epoch [12][5500/7330] lr: 1.342e-05, eta: 2 days, 22:54:23, time: 1.413, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1605, s0.acc: 94.4155, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2319, s1.loss_cls: 0.0760, s1.acc: 94.5650, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1141, s2.loss_cls: 0.0377, s2.acc: 94.4383, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0537, loss: 1.1029 2024-03-10 19:12:53,873 - mmdet - INFO - Epoch [12][5550/7330] lr: 1.342e-05, eta: 2 days, 22:53:08, time: 1.410, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1661, s0.acc: 94.1606, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2357, s1.loss_cls: 0.0781, s1.acc: 94.3871, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1134, s2.loss_cls: 0.0391, s2.acc: 94.2200, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0531, loss: 1.1317 2024-03-10 19:14:05,282 - mmdet - INFO - Epoch [12][5600/7330] lr: 1.342e-05, eta: 2 days, 22:51:56, time: 1.428, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1798, s0.acc: 93.6843, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2441, s1.loss_cls: 0.0856, s1.acc: 93.9383, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1181, s2.loss_cls: 0.0421, s2.acc: 93.8595, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0556, loss: 1.1961 2024-03-10 19:15:21,257 - mmdet - INFO - Epoch [12][5650/7330] lr: 1.342e-05, eta: 2 days, 22:50:53, time: 1.519, data_time: 0.196, memory: 17966, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1731, s0.acc: 93.9419, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2358, s1.loss_cls: 0.0818, s1.acc: 94.0979, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1138, s2.loss_cls: 0.0405, s2.acc: 93.9309, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0534, loss: 1.1639 2024-03-10 19:16:35,371 - mmdet - INFO - Epoch [12][5700/7330] lr: 1.342e-05, eta: 2 days, 22:49:45, time: 1.482, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1674, s0.acc: 94.2183, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2349, s1.loss_cls: 0.0788, s1.acc: 94.3914, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1134, s2.loss_cls: 0.0395, s2.acc: 94.2100, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0528, loss: 1.1323 2024-03-10 19:17:48,013 - mmdet - INFO - Epoch [12][5750/7330] lr: 1.342e-05, eta: 2 days, 22:48:35, time: 1.453, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1760, s0.acc: 93.9421, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2349, s1.loss_cls: 0.0828, s1.acc: 94.2239, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1134, s2.loss_cls: 0.0413, s2.acc: 94.0575, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0531, loss: 1.1511 2024-03-10 19:19:03,070 - mmdet - INFO - Epoch [12][5800/7330] lr: 1.342e-05, eta: 2 days, 22:47:30, time: 1.501, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1721, s0.acc: 94.0518, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2366, s1.loss_cls: 0.0806, s1.acc: 94.2513, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1146, s2.loss_cls: 0.0403, s2.acc: 94.0192, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0538, loss: 1.1450 2024-03-10 19:20:16,323 - mmdet - INFO - Epoch [12][5850/7330] lr: 1.342e-05, eta: 2 days, 22:46:21, time: 1.465, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1777, s0.acc: 93.8655, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2417, s1.loss_cls: 0.0848, s1.acc: 94.0198, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1170, s2.loss_cls: 0.0421, s2.acc: 93.8270, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0545, loss: 1.1822 2024-03-10 19:21:30,277 - mmdet - INFO - Epoch [12][5900/7330] lr: 1.342e-05, eta: 2 days, 22:45:14, time: 1.479, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1781, s0.acc: 93.8228, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2412, s1.loss_cls: 0.0844, s1.acc: 93.9561, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1169, s2.loss_cls: 0.0419, s2.acc: 93.7655, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0546, loss: 1.1793 2024-03-10 19:22:43,541 - mmdet - INFO - Epoch [12][5950/7330] lr: 1.342e-05, eta: 2 days, 22:44:05, time: 1.465, data_time: 0.196, memory: 17966, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1842, s0.acc: 93.5930, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2389, s1.loss_cls: 0.0880, s1.acc: 93.7526, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1150, s2.loss_cls: 0.0432, s2.acc: 93.7412, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0532, loss: 1.1879 2024-03-10 19:23:53,916 - mmdet - INFO - Epoch [12][6000/7330] lr: 1.342e-05, eta: 2 days, 22:42:50, time: 1.408, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1716, s0.acc: 94.0435, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2372, s1.loss_cls: 0.0823, s1.acc: 94.0484, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1143, s2.loss_cls: 0.0411, s2.acc: 93.9411, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0532, loss: 1.1470 2024-03-10 19:25:04,044 - mmdet - INFO - Epoch [12][6050/7330] lr: 1.342e-05, eta: 2 days, 22:41:35, time: 1.403, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1766, s0.acc: 93.8848, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2359, s1.loss_cls: 0.0835, s1.acc: 94.1543, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1153, s2.loss_cls: 0.0410, s2.acc: 94.1328, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0541, loss: 1.1705 2024-03-10 19:26:16,291 - mmdet - INFO - Epoch [12][6100/7330] lr: 1.342e-05, eta: 2 days, 22:40:24, time: 1.445, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1670, s0.acc: 94.2129, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2339, s1.loss_cls: 0.0806, s1.acc: 94.2804, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1133, s2.loss_cls: 0.0404, s2.acc: 94.1695, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0528, loss: 1.1320 2024-03-10 19:27:31,402 - mmdet - INFO - Epoch [12][6150/7330] lr: 1.342e-05, eta: 2 days, 22:39:19, time: 1.502, data_time: 0.205, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1794, s0.acc: 93.8601, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2424, s1.loss_cls: 0.0864, s1.acc: 93.9833, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1158, s2.loss_cls: 0.0428, s2.acc: 93.9360, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0538, loss: 1.1766 2024-03-10 19:28:41,187 - mmdet - INFO - Epoch [12][6200/7330] lr: 1.342e-05, eta: 2 days, 22:38:03, time: 1.396, data_time: 0.104, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1665, s0.acc: 94.2769, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2329, s1.loss_cls: 0.0793, s1.acc: 94.4601, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1131, s2.loss_cls: 0.0390, s2.acc: 94.3974, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0529, loss: 1.1128 2024-03-10 19:29:55,915 - mmdet - INFO - Epoch [12][6250/7330] lr: 1.342e-05, eta: 2 days, 22:36:57, time: 1.495, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1640, s0.acc: 94.3574, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2347, s1.loss_cls: 0.0773, s1.acc: 94.5492, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1134, s2.loss_cls: 0.0383, s2.acc: 94.3648, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0527, loss: 1.1168 2024-03-10 19:31:09,986 - mmdet - INFO - Epoch [12][6300/7330] lr: 1.342e-05, eta: 2 days, 22:35:50, time: 1.481, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1811, s0.acc: 93.7617, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2434, s1.loss_cls: 0.0842, s1.acc: 94.0794, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1175, s2.loss_cls: 0.0411, s2.acc: 93.9915, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0551, loss: 1.1908 2024-03-10 19:32:20,165 - mmdet - INFO - Epoch [12][6350/7330] lr: 1.342e-05, eta: 2 days, 22:34:35, time: 1.404, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1684, s0.acc: 94.3877, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2341, s1.loss_cls: 0.0802, s1.acc: 94.5970, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1147, s2.loss_cls: 0.0393, s2.acc: 94.5262, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0534, loss: 1.1238 2024-03-10 19:33:36,741 - mmdet - INFO - Epoch [12][6400/7330] lr: 1.342e-05, eta: 2 days, 22:33:33, time: 1.532, data_time: 0.196, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1737, s0.acc: 93.8376, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2391, s1.loss_cls: 0.0821, s1.acc: 94.0088, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1148, s2.loss_cls: 0.0400, s2.acc: 93.9500, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0533, loss: 1.1672 2024-03-10 19:34:44,089 - mmdet - INFO - Epoch [12][6450/7330] lr: 1.342e-05, eta: 2 days, 22:32:12, time: 1.347, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1783, s0.acc: 93.8704, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2373, s1.loss_cls: 0.0846, s1.acc: 94.0771, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1141, s2.loss_cls: 0.0421, s2.acc: 93.9412, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0533, loss: 1.1702 2024-03-10 19:35:57,619 - mmdet - INFO - Epoch [12][6500/7330] lr: 1.342e-05, eta: 2 days, 22:31:04, time: 1.471, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1786, s0.acc: 93.8750, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2446, s1.loss_cls: 0.0837, s1.acc: 94.1186, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1183, s2.loss_cls: 0.0418, s2.acc: 93.8876, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0552, loss: 1.1859 2024-03-10 19:37:12,441 - mmdet - INFO - Epoch [12][6550/7330] lr: 1.342e-05, eta: 2 days, 22:29:58, time: 1.496, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1679, s0.acc: 94.2300, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2349, s1.loss_cls: 0.0799, s1.acc: 94.4210, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1145, s2.loss_cls: 0.0394, s2.acc: 94.3011, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0538, loss: 1.1331 2024-03-10 19:38:25,435 - mmdet - INFO - Epoch [12][6600/7330] lr: 1.342e-05, eta: 2 days, 22:28:48, time: 1.460, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1712, s0.acc: 94.0266, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2373, s1.loss_cls: 0.0804, s1.acc: 94.2872, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1143, s2.loss_cls: 0.0396, s2.acc: 94.1762, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0534, loss: 1.1547 2024-03-10 19:39:36,227 - mmdet - INFO - Epoch [12][6650/7330] lr: 1.342e-05, eta: 2 days, 22:27:35, time: 1.416, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1845, s0.acc: 93.6409, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2491, s1.loss_cls: 0.0864, s1.acc: 93.8407, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1199, s2.loss_cls: 0.0425, s2.acc: 93.7278, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0558, loss: 1.2119 2024-03-10 19:40:50,257 - mmdet - INFO - Epoch [12][6700/7330] lr: 1.342e-05, eta: 2 days, 22:26:27, time: 1.481, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1747, s0.acc: 94.0459, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2362, s1.loss_cls: 0.0821, s1.acc: 94.2277, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1155, s2.loss_cls: 0.0403, s2.acc: 94.2030, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0546, loss: 1.1566 2024-03-10 19:41:59,309 - mmdet - INFO - Epoch [12][6750/7330] lr: 1.342e-05, eta: 2 days, 22:25:10, time: 1.381, data_time: 0.116, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1707, s0.acc: 94.0977, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2316, s1.loss_cls: 0.0789, s1.acc: 94.3608, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1125, s2.loss_cls: 0.0389, s2.acc: 94.2416, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0528, loss: 1.1327 2024-03-10 19:43:13,382 - mmdet - INFO - Epoch [12][6800/7330] lr: 1.342e-05, eta: 2 days, 22:24:03, time: 1.481, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1687, s0.acc: 94.2019, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2399, s1.loss_cls: 0.0796, s1.acc: 94.3391, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1153, s2.loss_cls: 0.0399, s2.acc: 94.2178, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0538, loss: 1.1385 2024-03-10 19:44:26,837 - mmdet - INFO - Epoch [12][6850/7330] lr: 1.342e-05, eta: 2 days, 22:22:54, time: 1.469, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1787, s0.acc: 93.9338, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2394, s1.loss_cls: 0.0841, s1.acc: 94.1069, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1166, s2.loss_cls: 0.0415, s2.acc: 93.9620, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0546, loss: 1.1676 2024-03-10 19:45:37,262 - mmdet - INFO - Epoch [12][6900/7330] lr: 1.342e-05, eta: 2 days, 22:21:39, time: 1.408, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1720, s0.acc: 94.1165, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2364, s1.loss_cls: 0.0823, s1.acc: 94.1894, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1148, s2.loss_cls: 0.0405, s2.acc: 94.1083, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0537, loss: 1.1466 2024-03-10 19:46:53,534 - mmdet - INFO - Epoch [12][6950/7330] lr: 1.342e-05, eta: 2 days, 22:20:37, time: 1.525, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1737, s0.acc: 93.9316, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2349, s1.loss_cls: 0.0818, s1.acc: 94.0822, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1149, s2.loss_cls: 0.0409, s2.acc: 94.0350, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0535, loss: 1.1622 2024-03-10 19:48:06,236 - mmdet - INFO - Epoch [12][7000/7330] lr: 1.342e-05, eta: 2 days, 22:19:26, time: 1.454, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1707, s0.acc: 94.2153, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2338, s1.loss_cls: 0.0806, s1.acc: 94.3644, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1142, s2.loss_cls: 0.0398, s2.acc: 94.2244, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0536, loss: 1.1440 2024-03-10 19:49:21,671 - mmdet - INFO - Epoch [12][7050/7330] lr: 1.342e-05, eta: 2 days, 22:18:22, time: 1.509, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1740, s0.acc: 93.9277, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2398, s1.loss_cls: 0.0821, s1.acc: 94.0657, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1150, s2.loss_cls: 0.0409, s2.acc: 93.9627, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0540, loss: 1.1669 2024-03-10 19:50:31,646 - mmdet - INFO - Epoch [12][7100/7330] lr: 1.342e-05, eta: 2 days, 22:17:06, time: 1.399, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1739, s0.acc: 94.0557, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2399, s1.loss_cls: 0.0807, s1.acc: 94.3156, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1157, s2.loss_cls: 0.0404, s2.acc: 94.1037, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0537, loss: 1.1571 2024-03-10 19:51:43,323 - mmdet - INFO - Epoch [12][7150/7330] lr: 1.342e-05, eta: 2 days, 22:15:54, time: 1.434, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1678, s0.acc: 94.1221, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2378, s1.loss_cls: 0.0791, s1.acc: 94.3197, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1148, s2.loss_cls: 0.0396, s2.acc: 94.0896, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0535, loss: 1.1437 2024-03-10 19:52:54,302 - mmdet - INFO - Epoch [12][7200/7330] lr: 1.342e-05, eta: 2 days, 22:14:41, time: 1.420, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1752, s0.acc: 93.9253, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2388, s1.loss_cls: 0.0831, s1.acc: 94.0257, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1148, s2.loss_cls: 0.0410, s2.acc: 93.9359, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0531, loss: 1.1684 2024-03-10 19:54:03,931 - mmdet - INFO - Epoch [12][7250/7330] lr: 1.342e-05, eta: 2 days, 22:13:25, time: 1.393, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1606, s0.acc: 94.4685, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2334, s1.loss_cls: 0.0752, s1.acc: 94.6617, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1125, s2.loss_cls: 0.0370, s2.acc: 94.5264, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0527, loss: 1.1050 2024-03-10 19:55:20,868 - mmdet - INFO - Epoch [12][7300/7330] lr: 1.342e-05, eta: 2 days, 22:12:23, time: 1.539, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1789, s0.acc: 93.8003, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2377, s1.loss_cls: 0.0853, s1.acc: 93.9087, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1147, s2.loss_cls: 0.0417, s2.acc: 93.8838, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0538, loss: 1.1682 2024-03-10 19:55:58,425 - mmdet - INFO - Saving checkpoint at 12 epochs 2024-03-10 20:01:38,105 - mmdet - INFO - Evaluating bbox... 2024-03-10 20:02:11,001 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.476 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.662 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.518 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.297 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.515 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 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.431 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.661 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.760 2024-03-10 20:02:11,002 - mmdet - INFO - Evaluating segm... 2024-03-10 20:02:52,725 - 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 ] = 0.639 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.448 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.214 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.446 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.598 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 ] = 0.357 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 ] = 0.696 2024-03-10 20:02:53,334 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-10 20:02:53,335 - mmdet - INFO - Epoch(val) [12][1250] bbox_mAP: 0.4760, bbox_mAP_50: 0.6620, bbox_mAP_75: 0.5180, bbox_mAP_s: 0.2970, bbox_mAP_m: 0.5150, bbox_mAP_l: 0.6200, bbox_mAP_copypaste: 0.476 0.662 0.518 0.297 0.515 0.620, segm_mAP: 0.4140, segm_mAP_50: 0.6390, segm_mAP_75: 0.4480, segm_mAP_s: 0.2140, segm_mAP_m: 0.4460, segm_mAP_l: 0.5980, segm_mAP_copypaste: 0.414 0.639 0.448 0.214 0.446 0.598 2024-03-10 20:04:08,886 - mmdet - INFO - Epoch [13][50/7330] lr: 1.342e-05, eta: 2 days, 22:09:09, time: 1.510, data_time: 0.256, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1610, s0.acc: 94.4067, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2308, s1.loss_cls: 0.0752, s1.acc: 94.6676, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1112, s2.loss_cls: 0.0368, s2.acc: 94.7380, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0519, loss: 1.0856 2024-03-10 20:05:19,477 - mmdet - INFO - Epoch [13][100/7330] lr: 1.342e-05, eta: 2 days, 22:07:55, time: 1.412, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1632, s0.acc: 94.2698, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2350, s1.loss_cls: 0.0768, s1.acc: 94.4455, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1129, s2.loss_cls: 0.0384, s2.acc: 94.2932, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0528, loss: 1.1165 2024-03-10 20:06:33,857 - mmdet - INFO - Epoch [13][150/7330] lr: 1.342e-05, eta: 2 days, 22:06:48, time: 1.488, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1710, s0.acc: 94.0256, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2369, s1.loss_cls: 0.0795, s1.acc: 94.3274, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1141, s2.loss_cls: 0.0395, s2.acc: 94.2446, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0535, loss: 1.1525 2024-03-10 20:07:45,582 - mmdet - INFO - Epoch [13][200/7330] lr: 1.342e-05, eta: 2 days, 22:05:36, time: 1.434, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1715, s0.acc: 93.9954, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2370, s1.loss_cls: 0.0806, s1.acc: 94.1914, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1138, s2.loss_cls: 0.0399, s2.acc: 94.1186, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0536, loss: 1.1337 2024-03-10 20:08:58,178 - mmdet - INFO - Epoch [13][250/7330] lr: 1.342e-05, eta: 2 days, 22:04:26, time: 1.452, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1688, s0.acc: 94.0608, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2353, s1.loss_cls: 0.0797, s1.acc: 94.2351, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1145, s2.loss_cls: 0.0404, s2.acc: 93.9924, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0540, loss: 1.1467 2024-03-10 20:10:12,559 - mmdet - INFO - Epoch [13][300/7330] lr: 1.342e-05, eta: 2 days, 22:03:20, time: 1.488, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1690, s0.acc: 94.1777, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2333, s1.loss_cls: 0.0789, s1.acc: 94.4356, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1130, s2.loss_cls: 0.0391, s2.acc: 94.4329, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0529, loss: 1.1385 2024-03-10 20:11:23,747 - mmdet - INFO - Epoch [13][350/7330] lr: 1.342e-05, eta: 2 days, 22:02:07, time: 1.424, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1769, s0.acc: 93.9194, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2344, s1.loss_cls: 0.0828, s1.acc: 94.1000, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1140, s2.loss_cls: 0.0408, s2.acc: 93.9747, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0533, loss: 1.1621 2024-03-10 20:12:35,977 - mmdet - INFO - Epoch [13][400/7330] lr: 1.342e-05, eta: 2 days, 22:00:56, time: 1.445, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1684, s0.acc: 94.0940, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2377, s1.loss_cls: 0.0787, s1.acc: 94.2464, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1149, s2.loss_cls: 0.0391, s2.acc: 94.1171, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0536, loss: 1.1469 2024-03-10 20:13:45,275 - mmdet - INFO - Epoch [13][450/7330] lr: 1.342e-05, eta: 2 days, 21:59:39, time: 1.386, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1655, s0.acc: 94.2864, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2308, s1.loss_cls: 0.0784, s1.acc: 94.4248, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1122, s2.loss_cls: 0.0388, s2.acc: 94.3799, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0527, loss: 1.1117 2024-03-10 20:14:58,026 - mmdet - INFO - Epoch [13][500/7330] lr: 1.342e-05, eta: 2 days, 21:58:29, time: 1.455, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1628, s0.acc: 94.4353, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2374, s1.loss_cls: 0.0752, s1.acc: 94.6689, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1154, s2.loss_cls: 0.0379, s2.acc: 94.4788, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0543, loss: 1.1171 2024-03-10 20:16:10,913 - mmdet - INFO - Epoch [13][550/7330] lr: 1.342e-05, eta: 2 days, 21:57:19, time: 1.458, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1656, s0.acc: 94.0955, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2323, s1.loss_cls: 0.0786, s1.acc: 94.2530, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1132, s2.loss_cls: 0.0393, s2.acc: 94.1585, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0527, loss: 1.1339 2024-03-10 20:17:22,913 - mmdet - INFO - Epoch [13][600/7330] lr: 1.342e-05, eta: 2 days, 21:56:08, time: 1.440, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1552, s0.acc: 94.6165, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2263, s1.loss_cls: 0.0726, s1.acc: 94.8549, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1102, s2.loss_cls: 0.0365, s2.acc: 94.6819, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0511, loss: 1.0675 2024-03-10 20:18:37,527 - mmdet - INFO - Epoch [13][650/7330] lr: 1.342e-05, eta: 2 days, 21:55:02, time: 1.492, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1752, s0.acc: 93.9380, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2416, s1.loss_cls: 0.0833, s1.acc: 94.0811, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1170, s2.loss_cls: 0.0416, s2.acc: 93.9097, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0549, loss: 1.1706 2024-03-10 20:19:51,119 - mmdet - INFO - Epoch [13][700/7330] lr: 1.342e-05, eta: 2 days, 21:53:53, time: 1.472, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1806, s0.acc: 93.8362, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2351, s1.loss_cls: 0.0848, s1.acc: 94.0888, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1130, s2.loss_cls: 0.0418, s2.acc: 93.8769, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0521, loss: 1.1687 2024-03-10 20:21:03,943 - mmdet - INFO - Epoch [13][750/7330] lr: 1.342e-05, eta: 2 days, 21:52:44, time: 1.456, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1633, s0.acc: 94.2659, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2299, s1.loss_cls: 0.0765, s1.acc: 94.4930, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1111, s2.loss_cls: 0.0379, s2.acc: 94.3295, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0520, loss: 1.1143 2024-03-10 20:22:13,595 - mmdet - INFO - Epoch [13][800/7330] lr: 1.342e-05, eta: 2 days, 21:51:27, time: 1.393, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1674, s0.acc: 94.2532, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2320, s1.loss_cls: 0.0784, s1.acc: 94.4770, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1129, s2.loss_cls: 0.0390, s2.acc: 94.3985, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0531, loss: 1.1272 2024-03-10 20:23:24,765 - mmdet - INFO - Epoch [13][850/7330] lr: 1.342e-05, eta: 2 days, 21:50:14, time: 1.423, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1633, s0.acc: 94.2710, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2299, s1.loss_cls: 0.0785, s1.acc: 94.3807, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1125, s2.loss_cls: 0.0389, s2.acc: 94.2163, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0525, loss: 1.1085 2024-03-10 20:24:37,006 - mmdet - INFO - Epoch [13][900/7330] lr: 1.342e-05, eta: 2 days, 21:49:03, time: 1.445, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1776, s0.acc: 93.9426, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2400, s1.loss_cls: 0.0840, s1.acc: 94.1189, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1155, s2.loss_cls: 0.0420, s2.acc: 93.8526, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0536, loss: 1.1695 2024-03-10 20:25:49,603 - mmdet - INFO - Epoch [13][950/7330] lr: 1.342e-05, eta: 2 days, 21:47:53, time: 1.452, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1698, s0.acc: 93.9963, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2319, s1.loss_cls: 0.0808, s1.acc: 94.1469, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1131, s2.loss_cls: 0.0398, s2.acc: 94.0335, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0533, loss: 1.1383 2024-03-10 20:27:00,865 - mmdet - INFO - Epoch [13][1000/7330] lr: 1.342e-05, eta: 2 days, 21:46:40, time: 1.425, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1719, s0.acc: 94.1145, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2354, s1.loss_cls: 0.0810, s1.acc: 94.2836, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1137, s2.loss_cls: 0.0403, s2.acc: 94.1008, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0529, loss: 1.1310 2024-03-10 20:28:12,129 - mmdet - INFO - Epoch [13][1050/7330] lr: 1.342e-05, eta: 2 days, 21:45:27, time: 1.425, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1630, s0.acc: 94.3630, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2284, s1.loss_cls: 0.0775, s1.acc: 94.5022, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1119, s2.loss_cls: 0.0388, s2.acc: 94.3579, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0528, loss: 1.1055 2024-03-10 20:29:24,938 - mmdet - INFO - Epoch [13][1100/7330] lr: 1.342e-05, eta: 2 days, 21:44:18, time: 1.456, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1692, s0.acc: 94.1064, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2416, s1.loss_cls: 0.0800, s1.acc: 94.2922, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1171, s2.loss_cls: 0.0400, s2.acc: 94.1565, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0547, loss: 1.1459 2024-03-10 20:30:40,134 - mmdet - INFO - Epoch [13][1150/7330] lr: 1.342e-05, eta: 2 days, 21:43:12, time: 1.504, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1650, s0.acc: 94.1406, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2380, s1.loss_cls: 0.0771, s1.acc: 94.4344, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1145, s2.loss_cls: 0.0385, s2.acc: 94.2643, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0534, loss: 1.1349 2024-03-10 20:31:52,508 - mmdet - INFO - Epoch [13][1200/7330] lr: 1.342e-05, eta: 2 days, 21:42:02, time: 1.447, data_time: 0.119, memory: 17966, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1692, s0.acc: 94.1763, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2350, s1.loss_cls: 0.0800, s1.acc: 94.3908, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1138, s2.loss_cls: 0.0399, s2.acc: 94.2437, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0530, loss: 1.1368 2024-03-10 20:33:08,598 - mmdet - INFO - Epoch [13][1250/7330] lr: 1.342e-05, eta: 2 days, 21:40:58, time: 1.522, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1691, s0.acc: 94.1104, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2386, s1.loss_cls: 0.0787, s1.acc: 94.3875, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1148, s2.loss_cls: 0.0392, s2.acc: 94.2363, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0540, loss: 1.1509 2024-03-10 20:34:25,008 - mmdet - INFO - Epoch [13][1300/7330] lr: 1.342e-05, eta: 2 days, 21:39:56, time: 1.528, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1740, s0.acc: 94.0288, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2379, s1.loss_cls: 0.0821, s1.acc: 94.2099, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1146, s2.loss_cls: 0.0408, s2.acc: 94.0450, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0537, loss: 1.1606 2024-03-10 20:35:37,213 - mmdet - INFO - Epoch [13][1350/7330] lr: 1.342e-05, eta: 2 days, 21:38:45, time: 1.444, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1694, s0.acc: 94.2412, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2311, s1.loss_cls: 0.0798, s1.acc: 94.3927, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1123, s2.loss_cls: 0.0397, s2.acc: 94.2398, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0525, loss: 1.1182 2024-03-10 20:36:47,828 - mmdet - INFO - Epoch [13][1400/7330] lr: 1.342e-05, eta: 2 days, 21:37:30, time: 1.412, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1664, s0.acc: 94.1782, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2356, s1.loss_cls: 0.0785, s1.acc: 94.3784, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1128, s2.loss_cls: 0.0393, s2.acc: 94.1722, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0526, loss: 1.1235 2024-03-10 20:38:03,203 - mmdet - INFO - Epoch [13][1450/7330] lr: 1.342e-05, eta: 2 days, 21:36:26, time: 1.507, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1665, s0.acc: 94.1296, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2331, s1.loss_cls: 0.0803, s1.acc: 94.2500, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1130, s2.loss_cls: 0.0401, s2.acc: 94.0436, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0527, loss: 1.1271 2024-03-10 20:39:13,673 - mmdet - INFO - Epoch [13][1500/7330] lr: 1.342e-05, eta: 2 days, 21:35:11, time: 1.409, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1699, s0.acc: 94.0527, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2356, s1.loss_cls: 0.0811, s1.acc: 94.2148, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1136, s2.loss_cls: 0.0406, s2.acc: 94.1032, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0529, loss: 1.1454 2024-03-10 20:40:30,314 - mmdet - INFO - Epoch [13][1550/7330] lr: 1.342e-05, eta: 2 days, 21:34:09, time: 1.533, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1611, s0.acc: 94.3906, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2342, s1.loss_cls: 0.0755, s1.acc: 94.5570, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1135, s2.loss_cls: 0.0378, s2.acc: 94.3820, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0527, loss: 1.1003 2024-03-10 20:41:39,797 - mmdet - INFO - Epoch [13][1600/7330] lr: 1.342e-05, eta: 2 days, 21:32:52, time: 1.390, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1643, s0.acc: 94.2542, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2366, s1.loss_cls: 0.0780, s1.acc: 94.3714, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1136, s2.loss_cls: 0.0390, s2.acc: 94.2703, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0528, loss: 1.1147 2024-03-10 20:42:53,430 - mmdet - INFO - Epoch [13][1650/7330] lr: 1.342e-05, eta: 2 days, 21:31:44, time: 1.473, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1712, s0.acc: 94.0017, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2400, s1.loss_cls: 0.0809, s1.acc: 94.1561, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1164, s2.loss_cls: 0.0403, s2.acc: 94.0423, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0547, loss: 1.1672 2024-03-10 20:44:05,040 - mmdet - INFO - Epoch [13][1700/7330] lr: 1.342e-05, eta: 2 days, 21:30:32, time: 1.432, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1632, s0.acc: 94.2190, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2346, s1.loss_cls: 0.0766, s1.acc: 94.4150, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1146, s2.loss_cls: 0.0382, s2.acc: 94.2498, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0536, loss: 1.1219 2024-03-10 20:45:15,134 - mmdet - INFO - Epoch [13][1750/7330] lr: 1.342e-05, eta: 2 days, 21:29:17, time: 1.402, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1622, s0.acc: 94.3804, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2309, s1.loss_cls: 0.0758, s1.acc: 94.5799, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1114, s2.loss_cls: 0.0383, s2.acc: 94.3254, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0523, loss: 1.1128 2024-03-10 20:46:29,547 - mmdet - INFO - Epoch [13][1800/7330] lr: 1.342e-05, eta: 2 days, 21:28:10, time: 1.488, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1667, s0.acc: 94.0994, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2405, s1.loss_cls: 0.0792, s1.acc: 94.2037, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1164, s2.loss_cls: 0.0394, s2.acc: 94.0780, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0544, loss: 1.1424 2024-03-10 20:47:44,580 - mmdet - INFO - Epoch [13][1850/7330] lr: 1.342e-05, eta: 2 days, 21:27:04, time: 1.501, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1620, s0.acc: 94.3494, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2353, s1.loss_cls: 0.0757, s1.acc: 94.6329, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1141, s2.loss_cls: 0.0376, s2.acc: 94.4634, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0529, loss: 1.1123 2024-03-10 20:48:56,829 - mmdet - INFO - Epoch [13][1900/7330] lr: 1.342e-05, eta: 2 days, 21:25:53, time: 1.445, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1656, s0.acc: 94.2100, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2366, s1.loss_cls: 0.0782, s1.acc: 94.3710, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1133, s2.loss_cls: 0.0388, s2.acc: 94.3681, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0527, loss: 1.1334 2024-03-10 20:50:11,715 - mmdet - INFO - Epoch [13][1950/7330] lr: 1.342e-05, eta: 2 days, 21:24:47, time: 1.498, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1686, s0.acc: 94.1904, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2391, s1.loss_cls: 0.0794, s1.acc: 94.4156, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1170, s2.loss_cls: 0.0395, s2.acc: 94.2740, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0546, loss: 1.1445 2024-03-10 20:51:30,068 - mmdet - INFO - Epoch [13][2000/7330] lr: 1.342e-05, eta: 2 days, 21:23:48, time: 1.567, data_time: 0.255, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1700, s0.acc: 93.9658, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2435, s1.loss_cls: 0.0801, s1.acc: 94.1214, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1173, s2.loss_cls: 0.0396, s2.acc: 94.0844, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0545, loss: 1.1701 2024-03-10 20:52:44,887 - mmdet - INFO - Epoch [13][2050/7330] lr: 1.342e-05, eta: 2 days, 21:22:42, time: 1.496, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1695, s0.acc: 94.1912, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2418, s1.loss_cls: 0.0787, s1.acc: 94.4444, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1162, s2.loss_cls: 0.0385, s2.acc: 94.3357, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0541, loss: 1.1446 2024-03-10 20:54:02,259 - mmdet - INFO - Epoch [13][2100/7330] lr: 1.342e-05, eta: 2 days, 21:21:41, time: 1.547, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1708, s0.acc: 94.0349, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2405, s1.loss_cls: 0.0813, s1.acc: 94.1883, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1164, s2.loss_cls: 0.0402, s2.acc: 94.0586, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0541, loss: 1.1562 2024-03-10 20:55:15,463 - mmdet - INFO - Epoch [13][2150/7330] lr: 1.342e-05, eta: 2 days, 21:20:32, time: 1.464, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1634, s0.acc: 94.2869, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2353, s1.loss_cls: 0.0773, s1.acc: 94.4606, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1138, s2.loss_cls: 0.0387, s2.acc: 94.1888, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0533, loss: 1.1206 2024-03-10 20:56:30,507 - mmdet - INFO - Epoch [13][2200/7330] lr: 1.342e-05, eta: 2 days, 21:19:26, time: 1.501, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1793, s0.acc: 93.7620, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2412, s1.loss_cls: 0.0850, s1.acc: 93.9113, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1168, s2.loss_cls: 0.0422, s2.acc: 93.8494, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0544, loss: 1.1888 2024-03-10 20:57:43,474 - mmdet - INFO - Epoch [13][2250/7330] lr: 1.342e-05, eta: 2 days, 21:18:17, time: 1.459, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1695, s0.acc: 94.1316, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2335, s1.loss_cls: 0.0808, s1.acc: 94.2557, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1136, s2.loss_cls: 0.0402, s2.acc: 94.0451, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0531, loss: 1.1426 2024-03-10 20:58:56,087 - mmdet - INFO - Epoch [13][2300/7330] lr: 1.342e-05, eta: 2 days, 21:17:06, time: 1.452, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1664, s0.acc: 94.2520, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2319, s1.loss_cls: 0.0787, s1.acc: 94.3734, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1122, s2.loss_cls: 0.0392, s2.acc: 94.2654, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0525, loss: 1.1189 2024-03-10 21:00:05,934 - mmdet - INFO - Epoch [13][2350/7330] lr: 1.342e-05, eta: 2 days, 21:15:51, time: 1.397, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1749, s0.acc: 93.9924, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2353, s1.loss_cls: 0.0844, s1.acc: 94.0588, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1141, s2.loss_cls: 0.0413, s2.acc: 94.0048, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0535, loss: 1.1532 2024-03-10 21:01:20,904 - mmdet - INFO - Epoch [13][2400/7330] lr: 1.342e-05, eta: 2 days, 21:14:45, time: 1.499, data_time: 0.220, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1693, s0.acc: 94.0745, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2327, s1.loss_cls: 0.0806, s1.acc: 94.2150, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1129, s2.loss_cls: 0.0404, s2.acc: 93.9976, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0529, loss: 1.1501 2024-03-10 21:02:29,188 - mmdet - INFO - Epoch [13][2450/7330] lr: 1.342e-05, eta: 2 days, 21:13:26, time: 1.366, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1684, s0.acc: 94.0859, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2310, s1.loss_cls: 0.0801, s1.acc: 94.2098, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1121, s2.loss_cls: 0.0398, s2.acc: 94.1291, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0528, loss: 1.1196 2024-03-10 21:03:37,326 - mmdet - INFO - Epoch [13][2500/7330] lr: 1.342e-05, eta: 2 days, 21:12:07, time: 1.363, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1666, s0.acc: 94.1897, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2361, s1.loss_cls: 0.0788, s1.acc: 94.3539, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1143, s2.loss_cls: 0.0391, s2.acc: 94.3385, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0534, loss: 1.1396 2024-03-10 21:04:50,467 - mmdet - INFO - Epoch [13][2550/7330] lr: 1.342e-05, eta: 2 days, 21:10:58, time: 1.463, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1765, s0.acc: 93.8408, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2332, s1.loss_cls: 0.0847, s1.acc: 94.0072, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1140, s2.loss_cls: 0.0419, s2.acc: 93.8611, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0539, loss: 1.1631 2024-03-10 21:06:03,156 - mmdet - INFO - Epoch [13][2600/7330] lr: 1.342e-05, eta: 2 days, 21:09:48, time: 1.454, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1723, s0.acc: 93.9099, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2355, s1.loss_cls: 0.0820, s1.acc: 94.0564, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1144, s2.loss_cls: 0.0411, s2.acc: 93.9204, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0534, loss: 1.1598 2024-03-10 21:07:15,142 - mmdet - INFO - Epoch [13][2650/7330] lr: 1.342e-05, eta: 2 days, 21:08:36, time: 1.439, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1674, s0.acc: 94.2388, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2298, s1.loss_cls: 0.0797, s1.acc: 94.3787, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1119, s2.loss_cls: 0.0397, s2.acc: 94.2422, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0526, loss: 1.1165 2024-03-10 21:08:25,676 - mmdet - INFO - Epoch [13][2700/7330] lr: 1.342e-05, eta: 2 days, 21:07:22, time: 1.411, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1697, s0.acc: 94.0859, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2342, s1.loss_cls: 0.0801, s1.acc: 94.2900, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1127, s2.loss_cls: 0.0392, s2.acc: 94.2260, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0530, loss: 1.1404 2024-03-10 21:09:35,984 - mmdet - INFO - Epoch [13][2750/7330] lr: 1.342e-05, eta: 2 days, 21:06:07, time: 1.406, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1653, s0.acc: 94.1929, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2372, s1.loss_cls: 0.0798, s1.acc: 94.2468, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1136, s2.loss_cls: 0.0394, s2.acc: 94.1484, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0528, loss: 1.1239 2024-03-10 21:10:50,546 - mmdet - INFO - Epoch [13][2800/7330] lr: 1.342e-05, eta: 2 days, 21:05:01, time: 1.491, data_time: 0.206, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1678, s0.acc: 94.1360, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2329, s1.loss_cls: 0.0783, s1.acc: 94.4059, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1123, s2.loss_cls: 0.0391, s2.acc: 94.3388, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0523, loss: 1.1206 2024-03-10 21:12:00,888 - mmdet - INFO - Epoch [13][2850/7330] lr: 1.342e-05, eta: 2 days, 21:03:46, time: 1.407, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1704, s0.acc: 94.1187, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2394, s1.loss_cls: 0.0804, s1.acc: 94.3015, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1150, s2.loss_cls: 0.0398, s2.acc: 94.1650, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0534, loss: 1.1449 2024-03-10 21:13:12,813 - mmdet - INFO - Epoch [13][2900/7330] lr: 1.342e-05, eta: 2 days, 21:02:34, time: 1.438, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1786, s0.acc: 93.9026, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2416, s1.loss_cls: 0.0836, s1.acc: 94.1188, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1169, s2.loss_cls: 0.0407, s2.acc: 94.0353, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0545, loss: 1.1770 2024-03-10 21:14:25,261 - mmdet - INFO - Epoch [13][2950/7330] lr: 1.342e-05, eta: 2 days, 21:01:24, time: 1.449, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1639, s0.acc: 94.4116, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2339, s1.loss_cls: 0.0782, s1.acc: 94.5380, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1132, s2.loss_cls: 0.0387, s2.acc: 94.3741, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0533, loss: 1.1097 2024-03-10 21:15:37,135 - mmdet - INFO - Epoch [13][3000/7330] lr: 1.342e-05, eta: 2 days, 21:00:12, time: 1.437, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1684, s0.acc: 94.1782, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2306, s1.loss_cls: 0.0803, s1.acc: 94.4092, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1116, s2.loss_cls: 0.0406, s2.acc: 94.1593, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0525, loss: 1.1271 2024-03-10 21:16:49,857 - mmdet - INFO - Epoch [13][3050/7330] lr: 1.342e-05, eta: 2 days, 20:59:02, time: 1.454, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1658, s0.acc: 94.2000, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2411, s1.loss_cls: 0.0785, s1.acc: 94.3949, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1162, s2.loss_cls: 0.0390, s2.acc: 94.3314, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0541, loss: 1.1472 2024-03-10 21:18:04,276 - mmdet - INFO - Epoch [13][3100/7330] lr: 1.342e-05, eta: 2 days, 20:57:55, time: 1.488, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1678, s0.acc: 94.0928, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2387, s1.loss_cls: 0.0793, s1.acc: 94.2782, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1142, s2.loss_cls: 0.0394, s2.acc: 94.1472, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0535, loss: 1.1490 2024-03-10 21:19:19,415 - mmdet - INFO - Epoch [13][3150/7330] lr: 1.342e-05, eta: 2 days, 20:56:49, time: 1.503, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1693, s0.acc: 94.1677, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2435, s1.loss_cls: 0.0807, s1.acc: 94.2924, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1176, s2.loss_cls: 0.0402, s2.acc: 94.0984, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0550, loss: 1.1453 2024-03-10 21:20:31,846 - mmdet - INFO - Epoch [13][3200/7330] lr: 1.342e-05, eta: 2 days, 20:55:39, time: 1.449, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1711, s0.acc: 94.1016, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2326, s1.loss_cls: 0.0807, s1.acc: 94.2496, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1134, s2.loss_cls: 0.0399, s2.acc: 94.1269, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0530, loss: 1.1317 2024-03-10 21:21:40,456 - mmdet - INFO - Epoch [13][3250/7330] lr: 1.342e-05, eta: 2 days, 20:54:21, time: 1.372, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1727, s0.acc: 94.0811, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2357, s1.loss_cls: 0.0813, s1.acc: 94.2429, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1134, s2.loss_cls: 0.0405, s2.acc: 94.1679, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0535, loss: 1.1409 2024-03-10 21:22:57,548 - mmdet - INFO - Epoch [13][3300/7330] lr: 1.342e-05, eta: 2 days, 20:53:19, time: 1.542, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1793, s0.acc: 93.7422, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2403, s1.loss_cls: 0.0855, s1.acc: 93.8505, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1145, s2.loss_cls: 0.0423, s2.acc: 93.7448, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0535, loss: 1.1805 2024-03-10 21:24:08,376 - mmdet - INFO - Epoch [13][3350/7330] lr: 1.342e-05, eta: 2 days, 20:52:05, time: 1.417, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1790, s0.acc: 93.8853, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2391, s1.loss_cls: 0.0857, s1.acc: 93.9786, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1161, s2.loss_cls: 0.0429, s2.acc: 93.9138, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0544, loss: 1.1786 2024-03-10 21:25:19,623 - mmdet - INFO - Epoch [13][3400/7330] lr: 1.342e-05, eta: 2 days, 20:50:52, time: 1.425, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1705, s0.acc: 94.0850, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2359, s1.loss_cls: 0.0807, s1.acc: 94.2849, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1144, s2.loss_cls: 0.0407, s2.acc: 94.1452, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0535, loss: 1.1509 2024-03-10 21:26:34,038 - mmdet - INFO - Epoch [13][3450/7330] lr: 1.342e-05, eta: 2 days, 20:49:45, time: 1.488, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1740, s0.acc: 94.0767, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2350, s1.loss_cls: 0.0829, s1.acc: 94.2593, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1146, s2.loss_cls: 0.0408, s2.acc: 94.1652, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0534, loss: 1.1461 2024-03-10 21:27:47,218 - mmdet - INFO - Epoch [13][3500/7330] lr: 1.342e-05, eta: 2 days, 20:48:36, time: 1.464, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1815, s0.acc: 93.7290, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2395, s1.loss_cls: 0.0870, s1.acc: 93.8728, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1163, s2.loss_cls: 0.0429, s2.acc: 93.8043, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0541, loss: 1.1834 2024-03-10 21:28:58,430 - mmdet - INFO - Epoch [13][3550/7330] lr: 1.342e-05, eta: 2 days, 20:47:23, time: 1.424, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1752, s0.acc: 93.8179, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2367, s1.loss_cls: 0.0823, s1.acc: 94.0630, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1140, s2.loss_cls: 0.0413, s2.acc: 93.8764, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0535, loss: 1.1725 2024-03-10 21:30:08,230 - mmdet - INFO - Epoch [13][3600/7330] lr: 1.342e-05, eta: 2 days, 20:46:07, time: 1.396, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1770, s0.acc: 93.9619, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2435, s1.loss_cls: 0.0844, s1.acc: 93.9525, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1180, s2.loss_cls: 0.0422, s2.acc: 93.6573, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0550, loss: 1.1772 2024-03-10 21:31:21,994 - mmdet - INFO - Epoch [13][3650/7330] lr: 1.342e-05, eta: 2 days, 20:44:59, time: 1.475, data_time: 0.204, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1787, s0.acc: 93.7881, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2375, s1.loss_cls: 0.0851, s1.acc: 93.9449, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1160, s2.loss_cls: 0.0425, s2.acc: 93.7245, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0542, loss: 1.1799 2024-03-10 21:32:34,064 - mmdet - INFO - Epoch [13][3700/7330] lr: 1.342e-05, eta: 2 days, 20:43:48, time: 1.441, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1663, s0.acc: 94.2964, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2307, s1.loss_cls: 0.0785, s1.acc: 94.5151, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1110, s2.loss_cls: 0.0388, s2.acc: 94.3978, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0517, loss: 1.1244 2024-03-10 21:33:46,823 - mmdet - INFO - Epoch [13][3750/7330] lr: 1.342e-05, eta: 2 days, 20:42:38, time: 1.455, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1734, s0.acc: 94.1201, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2323, s1.loss_cls: 0.0804, s1.acc: 94.3633, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1124, s2.loss_cls: 0.0398, s2.acc: 94.2665, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0523, loss: 1.1302 2024-03-10 21:34:54,078 - mmdet - INFO - Epoch [13][3800/7330] lr: 1.342e-05, eta: 2 days, 20:41:17, time: 1.345, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1767, s0.acc: 94.0081, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2365, s1.loss_cls: 0.0835, s1.acc: 94.1736, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1152, s2.loss_cls: 0.0411, s2.acc: 94.0927, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0541, loss: 1.1599 2024-03-10 21:36:07,975 - mmdet - INFO - Epoch [13][3850/7330] lr: 1.342e-05, eta: 2 days, 20:40:09, time: 1.478, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1650, s0.acc: 94.2273, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2311, s1.loss_cls: 0.0778, s1.acc: 94.4369, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1126, s2.loss_cls: 0.0389, s2.acc: 94.2525, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0527, loss: 1.1259 2024-03-10 21:37:21,214 - mmdet - INFO - Epoch [13][3900/7330] lr: 1.342e-05, eta: 2 days, 20:39:00, time: 1.465, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1749, s0.acc: 93.8635, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2359, s1.loss_cls: 0.0838, s1.acc: 94.0074, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1138, s2.loss_cls: 0.0414, s2.acc: 93.9491, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0529, loss: 1.1613 2024-03-10 21:38:36,650 - mmdet - INFO - Epoch [13][3950/7330] lr: 1.342e-05, eta: 2 days, 20:37:55, time: 1.509, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1732, s0.acc: 93.9797, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2459, s1.loss_cls: 0.0828, s1.acc: 94.1490, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1184, s2.loss_cls: 0.0414, s2.acc: 93.9523, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0550, loss: 1.1814 2024-03-10 21:39:47,585 - mmdet - INFO - Epoch [13][4000/7330] lr: 1.342e-05, eta: 2 days, 20:36:41, time: 1.419, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1749, s0.acc: 93.9624, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2355, s1.loss_cls: 0.0834, s1.acc: 94.0759, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1150, s2.loss_cls: 0.0418, s2.acc: 93.8591, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0536, loss: 1.1588 2024-03-10 21:41:01,420 - mmdet - INFO - Epoch [13][4050/7330] lr: 1.342e-05, eta: 2 days, 20:35:33, time: 1.477, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1771, s0.acc: 93.9363, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2405, s1.loss_cls: 0.0841, s1.acc: 94.0893, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1171, s2.loss_cls: 0.0414, s2.acc: 93.9398, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0544, loss: 1.1792 2024-03-10 21:42:13,269 - mmdet - INFO - Epoch [13][4100/7330] lr: 1.342e-05, eta: 2 days, 20:34:21, time: 1.437, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1821, s0.acc: 93.7910, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2348, s1.loss_cls: 0.0857, s1.acc: 93.9837, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1141, s2.loss_cls: 0.0426, s2.acc: 93.7697, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0531, loss: 1.1743 2024-03-10 21:43:27,043 - mmdet - INFO - Epoch [13][4150/7330] lr: 1.342e-05, eta: 2 days, 20:33:13, time: 1.475, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1756, s0.acc: 93.8916, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2400, s1.loss_cls: 0.0833, s1.acc: 94.0691, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1157, s2.loss_cls: 0.0409, s2.acc: 94.0066, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0538, loss: 1.1630 2024-03-10 21:44:41,365 - mmdet - INFO - Epoch [13][4200/7330] lr: 1.342e-05, eta: 2 days, 20:32:06, time: 1.486, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1634, s0.acc: 94.4160, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2332, s1.loss_cls: 0.0780, s1.acc: 94.5487, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1129, s2.loss_cls: 0.0391, s2.acc: 94.3376, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0531, loss: 1.1193 2024-03-10 21:45:54,024 - mmdet - INFO - Epoch [13][4250/7330] lr: 1.342e-05, eta: 2 days, 20:30:56, time: 1.453, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1675, s0.acc: 94.2571, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2398, s1.loss_cls: 0.0807, s1.acc: 94.3262, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1134, s2.loss_cls: 0.0396, s2.acc: 94.2915, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0528, loss: 1.1311 2024-03-10 21:47:06,590 - mmdet - INFO - Epoch [13][4300/7330] lr: 1.342e-05, eta: 2 days, 20:29:45, time: 1.451, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1709, s0.acc: 94.0955, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2357, s1.loss_cls: 0.0804, s1.acc: 94.2849, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1144, s2.loss_cls: 0.0398, s2.acc: 94.2545, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0532, loss: 1.1296 2024-03-10 21:48:16,879 - mmdet - INFO - Epoch [13][4350/7330] lr: 1.342e-05, eta: 2 days, 20:28:30, time: 1.406, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1730, s0.acc: 94.0276, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2363, s1.loss_cls: 0.0822, s1.acc: 94.1229, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1139, s2.loss_cls: 0.0409, s2.acc: 94.0608, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0529, loss: 1.1438 2024-03-10 21:49:25,681 - mmdet - INFO - Epoch [13][4400/7330] lr: 1.342e-05, eta: 2 days, 20:27:13, time: 1.376, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1782, s0.acc: 93.8308, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2436, s1.loss_cls: 0.0844, s1.acc: 93.9408, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1161, s2.loss_cls: 0.0418, s2.acc: 93.7795, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0539, loss: 1.1860 2024-03-10 21:50:39,682 - mmdet - INFO - Epoch [13][4450/7330] lr: 1.342e-05, eta: 2 days, 20:26:05, time: 1.480, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1711, s0.acc: 94.1123, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2342, s1.loss_cls: 0.0817, s1.acc: 94.2879, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1131, s2.loss_cls: 0.0409, s2.acc: 94.1817, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0526, loss: 1.1334 2024-03-10 21:51:52,743 - mmdet - INFO - Epoch [13][4500/7330] lr: 1.342e-05, eta: 2 days, 20:24:56, time: 1.461, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1713, s0.acc: 94.0347, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2379, s1.loss_cls: 0.0811, s1.acc: 94.0803, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1142, s2.loss_cls: 0.0401, s2.acc: 94.0778, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0532, loss: 1.1424 2024-03-10 21:53:07,530 - mmdet - INFO - Epoch [13][4550/7330] lr: 1.342e-05, eta: 2 days, 20:23:49, time: 1.496, data_time: 0.212, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1726, s0.acc: 94.0652, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2362, s1.loss_cls: 0.0821, s1.acc: 94.2179, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1141, s2.loss_cls: 0.0409, s2.acc: 94.0411, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0535, loss: 1.1433 2024-03-10 21:54:19,422 - mmdet - INFO - Epoch [13][4600/7330] lr: 1.342e-05, eta: 2 days, 20:22:37, time: 1.438, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1600, s0.acc: 94.4600, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2310, s1.loss_cls: 0.0764, s1.acc: 94.5372, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1119, s2.loss_cls: 0.0386, s2.acc: 94.4333, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0526, loss: 1.1018 2024-03-10 21:55:35,565 - mmdet - INFO - Epoch [13][4650/7330] lr: 1.342e-05, eta: 2 days, 20:21:33, time: 1.523, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1753, s0.acc: 94.0029, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2445, s1.loss_cls: 0.0825, s1.acc: 94.2238, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1172, s2.loss_cls: 0.0408, s2.acc: 94.1923, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0545, loss: 1.1724 2024-03-10 21:56:47,553 - mmdet - INFO - Epoch [13][4700/7330] lr: 1.342e-05, eta: 2 days, 20:20:22, time: 1.440, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1781, s0.acc: 93.6924, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2421, s1.loss_cls: 0.0834, s1.acc: 93.9777, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1180, s2.loss_cls: 0.0415, s2.acc: 93.9052, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0553, loss: 1.1915 2024-03-10 21:58:00,404 - mmdet - INFO - Epoch [13][4750/7330] lr: 1.342e-05, eta: 2 days, 20:19:12, time: 1.457, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1675, s0.acc: 94.1372, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2381, s1.loss_cls: 0.0802, s1.acc: 94.1947, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1161, s2.loss_cls: 0.0403, s2.acc: 93.9919, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0542, loss: 1.1418 2024-03-10 21:59:12,202 - mmdet - INFO - Epoch [13][4800/7330] lr: 1.342e-05, eta: 2 days, 20:18:00, time: 1.436, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1776, s0.acc: 93.9014, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2393, s1.loss_cls: 0.0840, s1.acc: 94.1285, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1158, s2.loss_cls: 0.0413, s2.acc: 94.0274, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0543, loss: 1.1721 2024-03-10 22:00:25,230 - mmdet - INFO - Epoch [13][4850/7330] lr: 1.342e-05, eta: 2 days, 20:16:50, time: 1.461, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1753, s0.acc: 93.9282, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2341, s1.loss_cls: 0.0838, s1.acc: 93.9717, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1144, s2.loss_cls: 0.0418, s2.acc: 93.8423, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0538, loss: 1.1597 2024-03-10 22:01:38,176 - mmdet - INFO - Epoch [13][4900/7330] lr: 1.342e-05, eta: 2 days, 20:15:41, time: 1.459, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1702, s0.acc: 94.0203, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2390, s1.loss_cls: 0.0817, s1.acc: 94.1271, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1150, s2.loss_cls: 0.0407, s2.acc: 93.9863, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0537, loss: 1.1479 2024-03-10 22:02:51,978 - mmdet - INFO - Epoch [13][4950/7330] lr: 1.342e-05, eta: 2 days, 20:14:32, time: 1.476, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1650, s0.acc: 94.2898, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2328, s1.loss_cls: 0.0782, s1.acc: 94.4567, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1133, s2.loss_cls: 0.0385, s2.acc: 94.3676, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0528, loss: 1.1117 2024-03-10 22:04:03,105 - mmdet - INFO - Epoch [13][5000/7330] lr: 1.342e-05, eta: 2 days, 20:13:19, time: 1.423, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1685, s0.acc: 94.1829, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2405, s1.loss_cls: 0.0803, s1.acc: 94.3189, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1159, s2.loss_cls: 0.0403, s2.acc: 94.1273, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0541, loss: 1.1538 2024-03-10 22:05:18,161 - mmdet - INFO - Epoch [13][5050/7330] lr: 1.342e-05, eta: 2 days, 20:12:13, time: 1.501, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1692, s0.acc: 94.1921, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2332, s1.loss_cls: 0.0803, s1.acc: 94.3337, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1123, s2.loss_cls: 0.0395, s2.acc: 94.2429, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0525, loss: 1.1307 2024-03-10 22:06:32,054 - mmdet - INFO - Epoch [13][5100/7330] lr: 1.342e-05, eta: 2 days, 20:11:05, time: 1.478, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1723, s0.acc: 94.0249, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2414, s1.loss_cls: 0.0817, s1.acc: 94.1788, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1164, s2.loss_cls: 0.0408, s2.acc: 93.9781, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0542, loss: 1.1517 2024-03-10 22:07:45,420 - mmdet - INFO - Epoch [13][5150/7330] lr: 1.342e-05, eta: 2 days, 20:09:56, time: 1.468, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1636, s0.acc: 94.2434, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2366, s1.loss_cls: 0.0793, s1.acc: 94.3009, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1147, s2.loss_cls: 0.0397, s2.acc: 94.0315, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0533, loss: 1.1249 2024-03-10 22:08:59,996 - mmdet - INFO - Epoch [13][5200/7330] lr: 1.342e-05, eta: 2 days, 20:08:49, time: 1.491, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1710, s0.acc: 94.1531, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2428, s1.loss_cls: 0.0811, s1.acc: 94.2768, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1163, s2.loss_cls: 0.0397, s2.acc: 94.2767, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0539, loss: 1.1454 2024-03-10 22:10:12,543 - mmdet - INFO - Epoch [13][5250/7330] lr: 1.342e-05, eta: 2 days, 20:07:39, time: 1.451, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1762, s0.acc: 93.9160, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2384, s1.loss_cls: 0.0828, s1.acc: 94.0804, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1143, s2.loss_cls: 0.0406, s2.acc: 94.0168, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0531, loss: 1.1528 2024-03-10 22:11:25,897 - mmdet - INFO - Epoch [13][5300/7330] lr: 1.342e-05, eta: 2 days, 20:06:29, time: 1.467, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1638, s0.acc: 94.3320, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2317, s1.loss_cls: 0.0774, s1.acc: 94.4838, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1114, s2.loss_cls: 0.0386, s2.acc: 94.3443, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0522, loss: 1.1101 2024-03-10 22:12:37,785 - mmdet - INFO - Epoch [13][5350/7330] lr: 1.342e-05, eta: 2 days, 20:05:18, time: 1.438, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1682, s0.acc: 94.2256, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2364, s1.loss_cls: 0.0819, s1.acc: 94.3101, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1138, s2.loss_cls: 0.0410, s2.acc: 94.1936, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0531, loss: 1.1321 2024-03-10 22:13:51,328 - mmdet - INFO - Epoch [13][5400/7330] lr: 1.342e-05, eta: 2 days, 20:04:09, time: 1.471, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1702, s0.acc: 94.0681, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2327, s1.loss_cls: 0.0815, s1.acc: 94.1133, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1122, s2.loss_cls: 0.0401, s2.acc: 94.0124, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0519, loss: 1.1321 2024-03-10 22:15:02,987 - mmdet - INFO - Epoch [13][5450/7330] lr: 1.342e-05, eta: 2 days, 20:02:57, time: 1.433, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1628, s0.acc: 94.3413, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2321, s1.loss_cls: 0.0783, s1.acc: 94.4588, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1118, s2.loss_cls: 0.0389, s2.acc: 94.3244, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0523, loss: 1.1126 2024-03-10 22:16:13,615 - mmdet - INFO - Epoch [13][5500/7330] lr: 1.342e-05, eta: 2 days, 20:01:43, time: 1.413, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1711, s0.acc: 94.0908, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2367, s1.loss_cls: 0.0834, s1.acc: 94.0976, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1138, s2.loss_cls: 0.0411, s2.acc: 94.0428, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0530, loss: 1.1365 2024-03-10 22:17:23,847 - mmdet - INFO - Epoch [13][5550/7330] lr: 1.342e-05, eta: 2 days, 20:00:28, time: 1.405, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1586, s0.acc: 94.4961, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2239, s1.loss_cls: 0.0759, s1.acc: 94.5596, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1088, s2.loss_cls: 0.0380, s2.acc: 94.4103, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0513, loss: 1.0663 2024-03-10 22:18:36,143 - mmdet - INFO - Epoch [13][5600/7330] lr: 1.342e-05, eta: 2 days, 19:59:17, time: 1.446, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1596, s0.acc: 94.4065, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2335, s1.loss_cls: 0.0750, s1.acc: 94.6796, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1122, s2.loss_cls: 0.0372, s2.acc: 94.5538, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0523, loss: 1.1044 2024-03-10 22:19:50,723 - mmdet - INFO - Epoch [13][5650/7330] lr: 1.342e-05, eta: 2 days, 19:58:10, time: 1.492, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1833, s0.acc: 93.7512, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2413, s1.loss_cls: 0.0870, s1.acc: 93.9423, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1174, s2.loss_cls: 0.0435, s2.acc: 93.7423, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0545, loss: 1.1834 2024-03-10 22:21:03,119 - mmdet - INFO - Epoch [13][5700/7330] lr: 1.342e-05, eta: 2 days, 19:56:59, time: 1.448, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1661, s0.acc: 94.1216, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2368, s1.loss_cls: 0.0791, s1.acc: 94.2856, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1142, s2.loss_cls: 0.0395, s2.acc: 94.2061, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0530, loss: 1.1418 2024-03-10 22:22:14,179 - mmdet - INFO - Epoch [13][5750/7330] lr: 1.342e-05, eta: 2 days, 19:55:46, time: 1.421, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1568, s0.acc: 94.5535, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2294, s1.loss_cls: 0.0742, s1.acc: 94.7873, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1117, s2.loss_cls: 0.0373, s2.acc: 94.6175, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0522, loss: 1.0881 2024-03-10 22:23:29,223 - mmdet - INFO - Epoch [13][5800/7330] lr: 1.342e-05, eta: 2 days, 19:54:40, time: 1.501, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1679, s0.acc: 94.2651, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2334, s1.loss_cls: 0.0787, s1.acc: 94.4789, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1122, s2.loss_cls: 0.0389, s2.acc: 94.4170, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0523, loss: 1.1212 2024-03-10 22:24:40,858 - mmdet - INFO - Epoch [13][5850/7330] lr: 1.342e-05, eta: 2 days, 19:53:27, time: 1.433, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1667, s0.acc: 94.3262, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2350, s1.loss_cls: 0.0793, s1.acc: 94.4646, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1136, s2.loss_cls: 0.0393, s2.acc: 94.3994, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0530, loss: 1.1206 2024-03-10 22:25:50,839 - mmdet - INFO - Epoch [13][5900/7330] lr: 1.342e-05, eta: 2 days, 19:52:12, time: 1.400, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1713, s0.acc: 94.0601, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2331, s1.loss_cls: 0.0814, s1.acc: 94.2023, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1124, s2.loss_cls: 0.0404, s2.acc: 94.1210, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0525, loss: 1.1342 2024-03-10 22:27:02,602 - mmdet - INFO - Epoch [13][5950/7330] lr: 1.342e-05, eta: 2 days, 19:51:00, time: 1.435, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1686, s0.acc: 94.2075, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2389, s1.loss_cls: 0.0796, s1.acc: 94.3988, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1153, s2.loss_cls: 0.0398, s2.acc: 94.2697, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0539, loss: 1.1382 2024-03-10 22:28:13,763 - mmdet - INFO - Epoch [13][6000/7330] lr: 1.342e-05, eta: 2 days, 19:49:47, time: 1.423, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1582, s0.acc: 94.5217, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2244, s1.loss_cls: 0.0753, s1.acc: 94.6743, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1096, s2.loss_cls: 0.0377, s2.acc: 94.5154, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0517, loss: 1.0793 2024-03-10 22:29:27,382 - mmdet - INFO - Epoch [13][6050/7330] lr: 1.342e-05, eta: 2 days, 19:48:38, time: 1.472, data_time: 0.214, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1759, s0.acc: 93.9458, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2378, s1.loss_cls: 0.0840, s1.acc: 93.9776, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1149, s2.loss_cls: 0.0417, s2.acc: 93.8277, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0538, loss: 1.1589 2024-03-10 22:30:35,578 - mmdet - INFO - Epoch [13][6100/7330] lr: 1.342e-05, eta: 2 days, 19:47:20, time: 1.364, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1689, s0.acc: 94.1406, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2374, s1.loss_cls: 0.0790, s1.acc: 94.3329, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1155, s2.loss_cls: 0.0388, s2.acc: 94.3282, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0544, loss: 1.1451 2024-03-10 22:31:47,615 - mmdet - INFO - Epoch [13][6150/7330] lr: 1.342e-05, eta: 2 days, 19:46:08, time: 1.441, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1841, s0.acc: 93.6763, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2425, s1.loss_cls: 0.0861, s1.acc: 93.9268, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1173, s2.loss_cls: 0.0423, s2.acc: 93.8837, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0545, loss: 1.1969 2024-03-10 22:32:56,476 - mmdet - INFO - Epoch [13][6200/7330] lr: 1.342e-05, eta: 2 days, 19:44:51, time: 1.377, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1567, s0.acc: 94.5659, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2347, s1.loss_cls: 0.0734, s1.acc: 94.7825, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1142, s2.loss_cls: 0.0370, s2.acc: 94.6026, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0537, loss: 1.0985 2024-03-10 22:34:11,072 - mmdet - INFO - Epoch [13][6250/7330] lr: 1.342e-05, eta: 2 days, 19:43:44, time: 1.492, data_time: 0.205, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1690, s0.acc: 94.1162, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2392, s1.loss_cls: 0.0793, s1.acc: 94.4174, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1159, s2.loss_cls: 0.0387, s2.acc: 94.3979, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0543, loss: 1.1461 2024-03-10 22:35:20,061 - mmdet - INFO - Epoch [13][6300/7330] lr: 1.342e-05, eta: 2 days, 19:42:27, time: 1.380, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1667, s0.acc: 94.2214, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2410, s1.loss_cls: 0.0773, s1.acc: 94.4348, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1149, s2.loss_cls: 0.0384, s2.acc: 94.3473, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0531, loss: 1.1290 2024-03-10 22:36:31,046 - mmdet - INFO - Epoch [13][6350/7330] lr: 1.342e-05, eta: 2 days, 19:41:14, time: 1.420, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1701, s0.acc: 94.1624, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2366, s1.loss_cls: 0.0797, s1.acc: 94.3284, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1152, s2.loss_cls: 0.0396, s2.acc: 94.2302, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0537, loss: 1.1354 2024-03-10 22:37:45,898 - mmdet - INFO - Epoch [13][6400/7330] lr: 1.342e-05, eta: 2 days, 19:40:07, time: 1.497, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1605, s0.acc: 94.4036, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2392, s1.loss_cls: 0.0762, s1.acc: 94.6119, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1157, s2.loss_cls: 0.0381, s2.acc: 94.4280, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0537, loss: 1.1170 2024-03-10 22:39:01,494 - mmdet - INFO - Epoch [13][6450/7330] lr: 1.342e-05, eta: 2 days, 19:39:02, time: 1.512, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1832, s0.acc: 93.7402, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2483, s1.loss_cls: 0.0867, s1.acc: 93.9516, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1196, s2.loss_cls: 0.0426, s2.acc: 93.9371, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0556, loss: 1.2027 2024-03-10 22:40:12,808 - mmdet - INFO - Epoch [13][6500/7330] lr: 1.342e-05, eta: 2 days, 19:37:49, time: 1.426, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1688, s0.acc: 94.1296, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2322, s1.loss_cls: 0.0801, s1.acc: 94.3163, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1127, s2.loss_cls: 0.0394, s2.acc: 94.1871, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0527, loss: 1.1285 2024-03-10 22:41:26,012 - mmdet - INFO - Epoch [13][6550/7330] lr: 1.342e-05, eta: 2 days, 19:36:40, time: 1.464, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1851, s0.acc: 93.7888, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2392, s1.loss_cls: 0.0875, s1.acc: 93.9185, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1157, s2.loss_cls: 0.0429, s2.acc: 93.9391, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0538, loss: 1.1827 2024-03-10 22:42:36,776 - mmdet - INFO - Epoch [13][6600/7330] lr: 1.342e-05, eta: 2 days, 19:35:26, time: 1.415, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1589, s0.acc: 94.5510, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2353, s1.loss_cls: 0.0740, s1.acc: 94.7912, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1147, s2.loss_cls: 0.0369, s2.acc: 94.6058, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0537, loss: 1.1021 2024-03-10 22:43:49,086 - mmdet - INFO - Epoch [13][6650/7330] lr: 1.342e-05, eta: 2 days, 19:34:15, time: 1.446, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1669, s0.acc: 94.1663, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2369, s1.loss_cls: 0.0800, s1.acc: 94.2625, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1150, s2.loss_cls: 0.0396, s2.acc: 94.1820, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0539, loss: 1.1427 2024-03-10 22:45:00,890 - mmdet - INFO - Epoch [13][6700/7330] lr: 1.342e-05, eta: 2 days, 19:33:03, time: 1.436, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1706, s0.acc: 94.1177, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2340, s1.loss_cls: 0.0809, s1.acc: 94.3376, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1141, s2.loss_cls: 0.0400, s2.acc: 94.1905, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0538, loss: 1.1391 2024-03-10 22:46:13,643 - mmdet - INFO - Epoch [13][6750/7330] lr: 1.342e-05, eta: 2 days, 19:31:53, time: 1.455, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1726, s0.acc: 94.0417, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2301, s1.loss_cls: 0.0807, s1.acc: 94.3015, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1123, s2.loss_cls: 0.0399, s2.acc: 94.2401, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0526, loss: 1.1370 2024-03-10 22:47:25,583 - mmdet - INFO - Epoch [13][6800/7330] lr: 1.342e-05, eta: 2 days, 19:30:41, time: 1.439, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1663, s0.acc: 94.2256, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2307, s1.loss_cls: 0.0780, s1.acc: 94.3773, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1122, s2.loss_cls: 0.0388, s2.acc: 94.2853, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0521, loss: 1.1207 2024-03-10 22:48:37,027 - mmdet - INFO - Epoch [13][6850/7330] lr: 1.342e-05, eta: 2 days, 19:29:29, time: 1.429, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1781, s0.acc: 93.7693, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2404, s1.loss_cls: 0.0849, s1.acc: 93.8508, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1162, s2.loss_cls: 0.0421, s2.acc: 93.7192, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0542, loss: 1.1774 2024-03-10 22:49:48,910 - mmdet - INFO - Epoch [13][6900/7330] lr: 1.342e-05, eta: 2 days, 19:28:17, time: 1.438, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1687, s0.acc: 94.1267, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2343, s1.loss_cls: 0.0796, s1.acc: 94.3168, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1141, s2.loss_cls: 0.0398, s2.acc: 94.2458, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0533, loss: 1.1383 2024-03-10 22:51:03,878 - mmdet - INFO - Epoch [13][6950/7330] lr: 1.342e-05, eta: 2 days, 19:27:10, time: 1.499, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1677, s0.acc: 94.1580, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2353, s1.loss_cls: 0.0787, s1.acc: 94.3954, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1148, s2.loss_cls: 0.0395, s2.acc: 94.2391, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0537, loss: 1.1418 2024-03-10 22:52:13,993 - mmdet - INFO - Epoch [13][7000/7330] lr: 1.342e-05, eta: 2 days, 19:25:56, time: 1.402, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1654, s0.acc: 94.1770, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2321, s1.loss_cls: 0.0784, s1.acc: 94.3736, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1135, s2.loss_cls: 0.0393, s2.acc: 94.3417, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0537, loss: 1.1257 2024-03-10 22:53:25,361 - mmdet - INFO - Epoch [13][7050/7330] lr: 1.342e-05, eta: 2 days, 19:24:43, time: 1.427, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1718, s0.acc: 94.1121, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2361, s1.loss_cls: 0.0818, s1.acc: 94.2855, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1145, s2.loss_cls: 0.0408, s2.acc: 94.1779, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0534, loss: 1.1365 2024-03-10 22:54:38,773 - mmdet - INFO - Epoch [13][7100/7330] lr: 1.342e-05, eta: 2 days, 19:23:34, time: 1.468, data_time: 0.220, memory: 17966, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1784, s0.acc: 93.8960, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2353, s1.loss_cls: 0.0839, s1.acc: 94.0778, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1149, s2.loss_cls: 0.0414, s2.acc: 93.9718, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0537, loss: 1.1620 2024-03-10 22:55:50,577 - mmdet - INFO - Epoch [13][7150/7330] lr: 1.342e-05, eta: 2 days, 19:22:22, time: 1.436, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1704, s0.acc: 94.0996, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2385, s1.loss_cls: 0.0811, s1.acc: 94.1417, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1156, s2.loss_cls: 0.0403, s2.acc: 94.0556, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0541, loss: 1.1546 2024-03-10 22:57:01,061 - mmdet - INFO - Epoch [13][7200/7330] lr: 1.342e-05, eta: 2 days, 19:21:07, time: 1.410, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1674, s0.acc: 94.2605, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2378, s1.loss_cls: 0.0795, s1.acc: 94.3751, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1142, s2.loss_cls: 0.0394, s2.acc: 94.2445, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0534, loss: 1.1311 2024-03-10 22:58:14,113 - mmdet - INFO - Epoch [13][7250/7330] lr: 1.342e-05, eta: 2 days, 19:19:58, time: 1.461, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1783, s0.acc: 93.8867, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2439, s1.loss_cls: 0.0849, s1.acc: 94.0072, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1193, s2.loss_cls: 0.0421, s2.acc: 93.8629, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0553, loss: 1.1860 2024-03-10 22:59:26,620 - mmdet - INFO - Epoch [13][7300/7330] lr: 1.342e-05, eta: 2 days, 19:18:47, time: 1.450, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1708, s0.acc: 94.1611, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2383, s1.loss_cls: 0.0808, s1.acc: 94.3014, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1159, s2.loss_cls: 0.0396, s2.acc: 94.2857, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0542, loss: 1.1400 2024-03-10 23:00:04,116 - mmdet - INFO - Saving checkpoint at 13 epochs 2024-03-10 23:05:44,754 - mmdet - INFO - Evaluating bbox... 2024-03-10 23:06:20,721 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.480 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.669 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.521 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.301 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 ] = 0.620 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 ] = 0.439 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 ] = 0.760 2024-03-10 23:06:20,721 - mmdet - INFO - Evaluating segm... 2024-03-10 23:06:58,363 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.416 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.641 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.448 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.215 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 ] = 0.597 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.541 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 ] = 0.585 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.698 2024-03-10 23:06:58,973 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-10 23:06:58,974 - mmdet - INFO - Epoch(val) [13][1250] bbox_mAP: 0.4800, bbox_mAP_50: 0.6690, bbox_mAP_75: 0.5210, bbox_mAP_s: 0.3010, bbox_mAP_m: 0.5260, bbox_mAP_l: 0.6210, bbox_mAP_copypaste: 0.480 0.669 0.521 0.301 0.526 0.621, segm_mAP: 0.4160, segm_mAP_50: 0.6410, segm_mAP_75: 0.4480, segm_mAP_s: 0.2150, segm_mAP_m: 0.4540, segm_mAP_l: 0.5970, segm_mAP_copypaste: 0.416 0.641 0.448 0.215 0.454 0.597 2024-03-10 23:08:13,651 - mmdet - INFO - Epoch [14][50/7330] lr: 1.342e-05, eta: 2 days, 19:15:40, time: 1.490, data_time: 0.238, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1687, s0.acc: 94.0315, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2330, s1.loss_cls: 0.0797, s1.acc: 94.2040, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1131, s2.loss_cls: 0.0398, s2.acc: 94.0680, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0532, loss: 1.1327 2024-03-10 23:09:24,093 - mmdet - INFO - Epoch [14][100/7330] lr: 1.342e-05, eta: 2 days, 19:14:26, time: 1.409, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1650, s0.acc: 94.1941, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2320, s1.loss_cls: 0.0782, s1.acc: 94.4038, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1137, s2.loss_cls: 0.0390, s2.acc: 94.3423, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0529, loss: 1.1257 2024-03-10 23:10:33,107 - mmdet - INFO - Epoch [14][150/7330] lr: 1.342e-05, eta: 2 days, 19:13:09, time: 1.380, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1663, s0.acc: 94.1099, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2319, s1.loss_cls: 0.0786, s1.acc: 94.3113, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1116, s2.loss_cls: 0.0389, s2.acc: 94.1654, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0522, loss: 1.1273 2024-03-10 23:11:42,768 - mmdet - INFO - Epoch [14][200/7330] lr: 1.342e-05, eta: 2 days, 19:11:54, time: 1.393, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1606, s0.acc: 94.3882, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2306, s1.loss_cls: 0.0758, s1.acc: 94.5853, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1119, s2.loss_cls: 0.0374, s2.acc: 94.4957, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0528, loss: 1.0974 2024-03-10 23:12:57,185 - mmdet - INFO - Epoch [14][250/7330] lr: 1.342e-05, eta: 2 days, 19:10:46, time: 1.489, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1625, s0.acc: 94.3176, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2293, s1.loss_cls: 0.0763, s1.acc: 94.5767, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1119, s2.loss_cls: 0.0377, s2.acc: 94.3800, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0524, loss: 1.1087 2024-03-10 23:14:08,608 - mmdet - INFO - Epoch [14][300/7330] lr: 1.342e-05, eta: 2 days, 19:09:34, time: 1.428, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1615, s0.acc: 94.4729, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2297, s1.loss_cls: 0.0760, s1.acc: 94.7208, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1122, s2.loss_cls: 0.0379, s2.acc: 94.5208, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0527, loss: 1.1012 2024-03-10 23:15:18,277 - mmdet - INFO - Epoch [14][350/7330] lr: 1.342e-05, eta: 2 days, 19:08:18, time: 1.393, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1731, s0.acc: 94.0198, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2301, s1.loss_cls: 0.0823, s1.acc: 94.1628, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1121, s2.loss_cls: 0.0406, s2.acc: 94.0828, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0531, loss: 1.1468 2024-03-10 23:16:32,139 - mmdet - INFO - Epoch [14][400/7330] lr: 1.342e-05, eta: 2 days, 19:07:10, time: 1.477, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1626, s0.acc: 94.4043, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2280, s1.loss_cls: 0.0756, s1.acc: 94.6936, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1105, s2.loss_cls: 0.0374, s2.acc: 94.5763, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0520, loss: 1.0935 2024-03-10 23:17:46,033 - mmdet - INFO - Epoch [14][450/7330] lr: 1.342e-05, eta: 2 days, 19:06:02, time: 1.478, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1722, s0.acc: 94.0730, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2363, s1.loss_cls: 0.0806, s1.acc: 94.2374, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1152, s2.loss_cls: 0.0394, s2.acc: 94.2645, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0539, loss: 1.1541 2024-03-10 23:19:00,729 - mmdet - INFO - Epoch [14][500/7330] lr: 1.342e-05, eta: 2 days, 19:04:55, time: 1.494, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1662, s0.acc: 94.1431, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2356, s1.loss_cls: 0.0782, s1.acc: 94.4468, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1145, s2.loss_cls: 0.0392, s2.acc: 94.3089, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0536, loss: 1.1364 2024-03-10 23:20:15,491 - mmdet - INFO - Epoch [14][550/7330] lr: 1.342e-05, eta: 2 days, 19:03:48, time: 1.495, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1659, s0.acc: 94.1074, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2285, s1.loss_cls: 0.0776, s1.acc: 94.3294, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1098, s2.loss_cls: 0.0386, s2.acc: 94.2972, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0511, loss: 1.1152 2024-03-10 23:21:24,577 - mmdet - INFO - Epoch [14][600/7330] lr: 1.342e-05, eta: 2 days, 19:02:32, time: 1.382, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1628, s0.acc: 94.3389, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2319, s1.loss_cls: 0.0766, s1.acc: 94.5869, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1119, s2.loss_cls: 0.0381, s2.acc: 94.4552, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0522, loss: 1.1129 2024-03-10 23:22:39,710 - mmdet - INFO - Epoch [14][650/7330] lr: 1.342e-05, eta: 2 days, 19:01:25, time: 1.503, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1658, s0.acc: 94.2485, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2376, s1.loss_cls: 0.0782, s1.acc: 94.4752, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1156, s2.loss_cls: 0.0388, s2.acc: 94.3660, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0539, loss: 1.1333 2024-03-10 23:23:48,747 - mmdet - INFO - Epoch [14][700/7330] lr: 1.342e-05, eta: 2 days, 19:00:09, time: 1.381, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1682, s0.acc: 94.1350, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2328, s1.loss_cls: 0.0781, s1.acc: 94.4295, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1126, s2.loss_cls: 0.0392, s2.acc: 94.1989, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0528, loss: 1.1374 2024-03-10 23:25:01,934 - mmdet - INFO - Epoch [14][750/7330] lr: 1.342e-05, eta: 2 days, 18:58:59, time: 1.464, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1764, s0.acc: 93.9177, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2371, s1.loss_cls: 0.0843, s1.acc: 94.0630, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1150, s2.loss_cls: 0.0417, s2.acc: 93.9551, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0536, loss: 1.1608 2024-03-10 23:26:12,306 - mmdet - INFO - Epoch [14][800/7330] lr: 1.342e-05, eta: 2 days, 18:57:45, time: 1.407, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1636, s0.acc: 94.2625, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2381, s1.loss_cls: 0.0769, s1.acc: 94.5182, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1147, s2.loss_cls: 0.0384, s2.acc: 94.4413, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0537, loss: 1.1194 2024-03-10 23:27:23,112 - mmdet - INFO - Epoch [14][850/7330] lr: 1.342e-05, eta: 2 days, 18:56:31, time: 1.416, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1719, s0.acc: 94.1650, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2403, s1.loss_cls: 0.0807, s1.acc: 94.3915, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1162, s2.loss_cls: 0.0401, s2.acc: 94.2996, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0540, loss: 1.1480 2024-03-10 23:28:36,176 - mmdet - INFO - Epoch [14][900/7330] lr: 1.342e-05, eta: 2 days, 18:55:22, time: 1.461, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1690, s0.acc: 93.9966, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2337, s1.loss_cls: 0.0798, s1.acc: 94.1352, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1131, s2.loss_cls: 0.0397, s2.acc: 94.0764, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0528, loss: 1.1381 2024-03-10 23:29:50,825 - mmdet - INFO - Epoch [14][950/7330] lr: 1.342e-05, eta: 2 days, 18:54:15, time: 1.493, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1788, s0.acc: 93.6909, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2418, s1.loss_cls: 0.0843, s1.acc: 93.7991, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1171, s2.loss_cls: 0.0419, s2.acc: 93.7752, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0547, loss: 1.2000 2024-03-10 23:31:01,677 - mmdet - INFO - Epoch [14][1000/7330] lr: 1.342e-05, eta: 2 days, 18:53:01, time: 1.417, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1674, s0.acc: 94.4250, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2272, s1.loss_cls: 0.0773, s1.acc: 94.7455, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1105, s2.loss_cls: 0.0385, s2.acc: 94.5949, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0517, loss: 1.1090 2024-03-10 23:32:13,218 - mmdet - INFO - Epoch [14][1050/7330] lr: 1.342e-05, eta: 2 days, 18:51:49, time: 1.431, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1749, s0.acc: 93.9504, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2414, s1.loss_cls: 0.0820, s1.acc: 94.1822, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1166, s2.loss_cls: 0.0400, s2.acc: 94.1727, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0545, loss: 1.1643 2024-03-10 23:33:24,038 - mmdet - INFO - Epoch [14][1100/7330] lr: 1.342e-05, eta: 2 days, 18:50:35, time: 1.416, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1688, s0.acc: 94.2104, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2301, s1.loss_cls: 0.0804, s1.acc: 94.3315, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1120, s2.loss_cls: 0.0397, s2.acc: 94.2081, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0529, loss: 1.1152 2024-03-10 23:34:34,639 - mmdet - INFO - Epoch [14][1150/7330] lr: 1.342e-05, eta: 2 days, 18:49:21, time: 1.412, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1731, s0.acc: 93.9353, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2315, s1.loss_cls: 0.0829, s1.acc: 94.0194, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1128, s2.loss_cls: 0.0413, s2.acc: 93.8483, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0532, loss: 1.1488 2024-03-10 23:35:46,706 - mmdet - INFO - Epoch [14][1200/7330] lr: 1.342e-05, eta: 2 days, 18:48:10, time: 1.441, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1568, s0.acc: 94.5391, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2240, s1.loss_cls: 0.0743, s1.acc: 94.6860, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1101, s2.loss_cls: 0.0378, s2.acc: 94.4693, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0519, loss: 1.0875 2024-03-10 23:36:52,746 - mmdet - INFO - Epoch [14][1250/7330] lr: 1.342e-05, eta: 2 days, 18:46:48, time: 1.320, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1700, s0.acc: 94.1646, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2361, s1.loss_cls: 0.0802, s1.acc: 94.4163, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1151, s2.loss_cls: 0.0400, s2.acc: 94.1803, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0538, loss: 1.1520 2024-03-10 23:37:59,519 - mmdet - INFO - Epoch [14][1300/7330] lr: 1.342e-05, eta: 2 days, 18:45:27, time: 1.336, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1646, s0.acc: 94.3242, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2348, s1.loss_cls: 0.0782, s1.acc: 94.5494, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1139, s2.loss_cls: 0.0387, s2.acc: 94.4293, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0536, loss: 1.1248 2024-03-10 23:39:15,945 - mmdet - INFO - Epoch [14][1350/7330] lr: 1.342e-05, eta: 2 days, 18:44:23, time: 1.529, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1582, s0.acc: 94.4556, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2331, s1.loss_cls: 0.0748, s1.acc: 94.5984, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1134, s2.loss_cls: 0.0368, s2.acc: 94.5491, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0533, loss: 1.1011 2024-03-10 23:40:33,509 - mmdet - INFO - Epoch [14][1400/7330] lr: 1.342e-05, eta: 2 days, 18:43:21, time: 1.551, data_time: 0.234, memory: 17966, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1714, s0.acc: 93.9600, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2364, s1.loss_cls: 0.0812, s1.acc: 94.0483, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1152, s2.loss_cls: 0.0405, s2.acc: 94.0391, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0537, loss: 1.1605 2024-03-10 23:41:45,404 - mmdet - INFO - Epoch [14][1450/7330] lr: 1.342e-05, eta: 2 days, 18:42:10, time: 1.438, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1723, s0.acc: 94.0369, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2369, s1.loss_cls: 0.0826, s1.acc: 94.1683, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1144, s2.loss_cls: 0.0411, s2.acc: 94.0085, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0533, loss: 1.1568 2024-03-10 23:42:58,159 - mmdet - INFO - Epoch [14][1500/7330] lr: 1.342e-05, eta: 2 days, 18:40:59, time: 1.455, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1673, s0.acc: 94.3042, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2330, s1.loss_cls: 0.0793, s1.acc: 94.4060, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1127, s2.loss_cls: 0.0389, s2.acc: 94.3286, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0530, loss: 1.1212 2024-03-10 23:44:09,282 - mmdet - INFO - Epoch [14][1550/7330] lr: 1.342e-05, eta: 2 days, 18:39:46, time: 1.422, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1702, s0.acc: 94.1458, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2387, s1.loss_cls: 0.0808, s1.acc: 94.2616, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1155, s2.loss_cls: 0.0400, s2.acc: 94.1116, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0538, loss: 1.1534 2024-03-10 23:45:23,231 - mmdet - INFO - Epoch [14][1600/7330] lr: 1.342e-05, eta: 2 days, 18:38:38, time: 1.479, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1681, s0.acc: 94.2280, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2376, s1.loss_cls: 0.0779, s1.acc: 94.4962, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1139, s2.loss_cls: 0.0385, s2.acc: 94.4100, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0535, loss: 1.1338 2024-03-10 23:46:33,110 - mmdet - INFO - Epoch [14][1650/7330] lr: 1.342e-05, eta: 2 days, 18:37:23, time: 1.398, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1747, s0.acc: 94.0669, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2299, s1.loss_cls: 0.0825, s1.acc: 94.2423, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1120, s2.loss_cls: 0.0408, s2.acc: 94.1699, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0524, loss: 1.1406 2024-03-10 23:47:45,605 - mmdet - INFO - Epoch [14][1700/7330] lr: 1.342e-05, eta: 2 days, 18:36:12, time: 1.450, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1668, s0.acc: 94.1753, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2325, s1.loss_cls: 0.0789, s1.acc: 94.3918, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1140, s2.loss_cls: 0.0390, s2.acc: 94.1960, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0535, loss: 1.1368 2024-03-10 23:49:00,786 - mmdet - INFO - Epoch [14][1750/7330] lr: 1.342e-05, eta: 2 days, 18:35:06, time: 1.503, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1737, s0.acc: 94.0632, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2390, s1.loss_cls: 0.0812, s1.acc: 94.2926, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1158, s2.loss_cls: 0.0402, s2.acc: 94.1894, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0544, loss: 1.1609 2024-03-10 23:50:12,424 - mmdet - INFO - Epoch [14][1800/7330] lr: 1.342e-05, eta: 2 days, 18:33:54, time: 1.433, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1799, s0.acc: 93.9185, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2333, s1.loss_cls: 0.0851, s1.acc: 94.1162, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1131, s2.loss_cls: 0.0417, s2.acc: 94.0901, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0529, loss: 1.1599 2024-03-10 23:51:23,551 - mmdet - INFO - Epoch [14][1850/7330] lr: 1.342e-05, eta: 2 days, 18:32:41, time: 1.423, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1719, s0.acc: 94.0015, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2425, s1.loss_cls: 0.0810, s1.acc: 94.1770, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1164, s2.loss_cls: 0.0401, s2.acc: 94.1091, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0546, loss: 1.1632 2024-03-10 23:52:35,484 - mmdet - INFO - Epoch [14][1900/7330] lr: 1.342e-05, eta: 2 days, 18:31:29, time: 1.439, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1604, s0.acc: 94.4663, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2227, s1.loss_cls: 0.0745, s1.acc: 94.7527, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1081, s2.loss_cls: 0.0369, s2.acc: 94.6247, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0508, loss: 1.0766 2024-03-10 23:53:47,806 - mmdet - INFO - Epoch [14][1950/7330] lr: 1.342e-05, eta: 2 days, 18:30:18, time: 1.446, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1626, s0.acc: 94.3823, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2294, s1.loss_cls: 0.0774, s1.acc: 94.5620, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1112, s2.loss_cls: 0.0386, s2.acc: 94.3889, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0522, loss: 1.1071 2024-03-10 23:55:03,093 - mmdet - INFO - Epoch [14][2000/7330] lr: 1.342e-05, eta: 2 days, 18:29:12, time: 1.506, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1651, s0.acc: 94.2998, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2405, s1.loss_cls: 0.0774, s1.acc: 94.5063, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1165, s2.loss_cls: 0.0381, s2.acc: 94.4569, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0546, loss: 1.1352 2024-03-10 23:56:12,511 - mmdet - INFO - Epoch [14][2050/7330] lr: 1.342e-05, eta: 2 days, 18:27:56, time: 1.388, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1614, s0.acc: 94.4006, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2305, s1.loss_cls: 0.0766, s1.acc: 94.5749, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1127, s2.loss_cls: 0.0381, s2.acc: 94.4226, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0529, loss: 1.1002 2024-03-10 23:57:21,821 - mmdet - INFO - Epoch [14][2100/7330] lr: 1.342e-05, eta: 2 days, 18:26:40, time: 1.386, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1630, s0.acc: 94.2700, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2320, s1.loss_cls: 0.0771, s1.acc: 94.4475, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1119, s2.loss_cls: 0.0379, s2.acc: 94.3072, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0525, loss: 1.1134 2024-03-10 23:58:34,266 - mmdet - INFO - Epoch [14][2150/7330] lr: 1.342e-05, eta: 2 days, 18:25:29, time: 1.449, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1711, s0.acc: 94.0127, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2410, s1.loss_cls: 0.0799, s1.acc: 94.2421, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1155, s2.loss_cls: 0.0399, s2.acc: 94.1380, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0540, loss: 1.1503 2024-03-10 23:59:45,175 - mmdet - INFO - Epoch [14][2200/7330] lr: 1.342e-05, eta: 2 days, 18:24:16, time: 1.418, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1589, s0.acc: 94.3945, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2290, s1.loss_cls: 0.0757, s1.acc: 94.5743, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1122, s2.loss_cls: 0.0372, s2.acc: 94.3970, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0524, loss: 1.0938 2024-03-11 00:00:53,970 - mmdet - INFO - Epoch [14][2250/7330] lr: 1.342e-05, eta: 2 days, 18:22:59, time: 1.376, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1673, s0.acc: 94.2454, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2439, s1.loss_cls: 0.0793, s1.acc: 94.3606, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1169, s2.loss_cls: 0.0392, s2.acc: 94.2584, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0544, loss: 1.1413 2024-03-11 00:02:09,414 - mmdet - INFO - Epoch [14][2300/7330] lr: 1.342e-05, eta: 2 days, 18:21:53, time: 1.509, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1673, s0.acc: 94.0156, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2327, s1.loss_cls: 0.0798, s1.acc: 94.1908, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1130, s2.loss_cls: 0.0397, s2.acc: 94.0740, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0530, loss: 1.1390 2024-03-11 00:03:20,012 - mmdet - INFO - Epoch [14][2350/7330] lr: 1.342e-05, eta: 2 days, 18:20:39, time: 1.412, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1752, s0.acc: 94.0459, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2365, s1.loss_cls: 0.0827, s1.acc: 94.1948, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1141, s2.loss_cls: 0.0404, s2.acc: 94.1890, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0532, loss: 1.1547 2024-03-11 00:04:27,839 - mmdet - INFO - Epoch [14][2400/7330] lr: 1.342e-05, eta: 2 days, 18:19:21, time: 1.357, data_time: 0.094, memory: 17966, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1749, s0.acc: 93.9202, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2323, s1.loss_cls: 0.0831, s1.acc: 94.1128, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1122, s2.loss_cls: 0.0421, s2.acc: 93.8532, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0522, loss: 1.1519 2024-03-11 00:05:35,873 - mmdet - INFO - Epoch [14][2450/7330] lr: 1.342e-05, eta: 2 days, 18:18:02, time: 1.360, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1579, s0.acc: 94.4612, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2274, s1.loss_cls: 0.0754, s1.acc: 94.6251, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1106, s2.loss_cls: 0.0375, s2.acc: 94.5067, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0519, loss: 1.0793 2024-03-11 00:06:49,516 - mmdet - INFO - Epoch [14][2500/7330] lr: 1.342e-05, eta: 2 days, 18:16:54, time: 1.473, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1766, s0.acc: 93.9402, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2386, s1.loss_cls: 0.0825, s1.acc: 94.1197, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1150, s2.loss_cls: 0.0408, s2.acc: 94.0166, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0536, loss: 1.1719 2024-03-11 00:08:02,602 - mmdet - INFO - Epoch [14][2550/7330] lr: 1.342e-05, eta: 2 days, 18:15:44, time: 1.462, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1726, s0.acc: 94.0774, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2353, s1.loss_cls: 0.0821, s1.acc: 94.0674, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1138, s2.loss_cls: 0.0408, s2.acc: 94.0078, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0535, loss: 1.1503 2024-03-11 00:09:12,607 - mmdet - INFO - Epoch [14][2600/7330] lr: 1.342e-05, eta: 2 days, 18:14:29, time: 1.400, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1622, s0.acc: 94.3657, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2377, s1.loss_cls: 0.0769, s1.acc: 94.5565, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1157, s2.loss_cls: 0.0378, s2.acc: 94.5031, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0541, loss: 1.1178 2024-03-11 00:10:23,972 - mmdet - INFO - Epoch [14][2650/7330] lr: 1.342e-05, eta: 2 days, 18:13:16, time: 1.427, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1681, s0.acc: 94.1543, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2356, s1.loss_cls: 0.0796, s1.acc: 94.3189, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1150, s2.loss_cls: 0.0397, s2.acc: 94.2320, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0540, loss: 1.1381 2024-03-11 00:11:36,956 - mmdet - INFO - Epoch [14][2700/7330] lr: 1.342e-05, eta: 2 days, 18:12:06, time: 1.460, data_time: 0.233, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1731, s0.acc: 94.0117, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2409, s1.loss_cls: 0.0829, s1.acc: 94.1489, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1174, s2.loss_cls: 0.0410, s2.acc: 94.1031, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0548, loss: 1.1629 2024-03-11 00:12:51,516 - mmdet - INFO - Epoch [14][2750/7330] lr: 1.342e-05, eta: 2 days, 18:10:59, time: 1.491, data_time: 0.208, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1729, s0.acc: 93.8306, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2419, s1.loss_cls: 0.0817, s1.acc: 94.0421, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1155, s2.loss_cls: 0.0402, s2.acc: 94.0817, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0540, loss: 1.1610 2024-03-11 00:14:02,859 - mmdet - INFO - Epoch [14][2800/7330] lr: 1.342e-05, eta: 2 days, 18:09:47, time: 1.427, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1749, s0.acc: 93.9656, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2406, s1.loss_cls: 0.0814, s1.acc: 94.3212, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1166, s2.loss_cls: 0.0405, s2.acc: 94.2270, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0549, loss: 1.1692 2024-03-11 00:15:15,577 - mmdet - INFO - Epoch [14][2850/7330] lr: 1.342e-05, eta: 2 days, 18:08:36, time: 1.454, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1688, s0.acc: 94.1836, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2325, s1.loss_cls: 0.0796, s1.acc: 94.3367, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1138, s2.loss_cls: 0.0400, s2.acc: 94.1864, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0533, loss: 1.1367 2024-03-11 00:16:28,971 - mmdet - INFO - Epoch [14][2900/7330] lr: 1.342e-05, eta: 2 days, 18:07:27, time: 1.468, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1675, s0.acc: 94.1873, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2325, s1.loss_cls: 0.0784, s1.acc: 94.3927, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1125, s2.loss_cls: 0.0388, s2.acc: 94.2697, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0523, loss: 1.1209 2024-03-11 00:17:41,214 - mmdet - INFO - Epoch [14][2950/7330] lr: 1.342e-05, eta: 2 days, 18:06:16, time: 1.445, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1742, s0.acc: 93.9507, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2401, s1.loss_cls: 0.0819, s1.acc: 94.3075, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1152, s2.loss_cls: 0.0403, s2.acc: 94.1733, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0537, loss: 1.1542 2024-03-11 00:18:52,699 - mmdet - INFO - Epoch [14][3000/7330] lr: 1.342e-05, eta: 2 days, 18:05:03, time: 1.430, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1669, s0.acc: 94.2483, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2306, s1.loss_cls: 0.0787, s1.acc: 94.4249, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1120, s2.loss_cls: 0.0389, s2.acc: 94.2532, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0522, loss: 1.1141 2024-03-11 00:20:04,135 - mmdet - INFO - Epoch [14][3050/7330] lr: 1.342e-05, eta: 2 days, 18:03:51, time: 1.429, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1632, s0.acc: 94.2917, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2339, s1.loss_cls: 0.0772, s1.acc: 94.4535, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1125, s2.loss_cls: 0.0390, s2.acc: 94.1883, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0522, loss: 1.1195 2024-03-11 00:21:14,890 - mmdet - INFO - Epoch [14][3100/7330] lr: 1.342e-05, eta: 2 days, 18:02:37, time: 1.415, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1696, s0.acc: 94.0430, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2398, s1.loss_cls: 0.0809, s1.acc: 94.2125, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1171, s2.loss_cls: 0.0404, s2.acc: 94.0047, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0550, loss: 1.1557 2024-03-11 00:22:25,628 - mmdet - INFO - Epoch [14][3150/7330] lr: 1.342e-05, eta: 2 days, 18:01:24, time: 1.415, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1695, s0.acc: 94.1497, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2344, s1.loss_cls: 0.0793, s1.acc: 94.3486, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1127, s2.loss_cls: 0.0394, s2.acc: 94.2148, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0527, loss: 1.1277 2024-03-11 00:23:37,129 - mmdet - INFO - Epoch [14][3200/7330] lr: 1.342e-05, eta: 2 days, 18:00:11, time: 1.430, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1657, s0.acc: 94.2153, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2353, s1.loss_cls: 0.0780, s1.acc: 94.4091, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1149, s2.loss_cls: 0.0389, s2.acc: 94.2829, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0540, loss: 1.1298 2024-03-11 00:24:52,096 - mmdet - INFO - Epoch [14][3250/7330] lr: 1.342e-05, eta: 2 days, 17:59:05, time: 1.499, data_time: 0.196, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1705, s0.acc: 94.0117, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2376, s1.loss_cls: 0.0809, s1.acc: 94.1266, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1150, s2.loss_cls: 0.0402, s2.acc: 94.0832, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0537, loss: 1.1469 2024-03-11 00:26:03,351 - mmdet - INFO - Epoch [14][3300/7330] lr: 1.342e-05, eta: 2 days, 17:57:52, time: 1.425, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1656, s0.acc: 94.2659, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2290, s1.loss_cls: 0.0796, s1.acc: 94.3418, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1110, s2.loss_cls: 0.0395, s2.acc: 94.1268, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0523, loss: 1.1029 2024-03-11 00:27:18,291 - mmdet - INFO - Epoch [14][3350/7330] lr: 1.342e-05, eta: 2 days, 17:56:45, time: 1.499, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1628, s0.acc: 94.2832, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2326, s1.loss_cls: 0.0780, s1.acc: 94.4701, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1131, s2.loss_cls: 0.0388, s2.acc: 94.3631, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0533, loss: 1.1082 2024-03-11 00:28:33,709 - mmdet - INFO - Epoch [14][3400/7330] lr: 1.342e-05, eta: 2 days, 17:55:39, time: 1.508, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1699, s0.acc: 94.0378, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2380, s1.loss_cls: 0.0813, s1.acc: 94.2039, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1135, s2.loss_cls: 0.0400, s2.acc: 94.0519, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0529, loss: 1.1313 2024-03-11 00:29:50,031 - mmdet - INFO - Epoch [14][3450/7330] lr: 1.342e-05, eta: 2 days, 17:54:35, time: 1.526, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1776, s0.acc: 93.9866, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2388, s1.loss_cls: 0.0827, s1.acc: 94.2345, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1143, s2.loss_cls: 0.0410, s2.acc: 94.1174, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0536, loss: 1.1535 2024-03-11 00:30:56,553 - mmdet - INFO - Epoch [14][3500/7330] lr: 1.342e-05, eta: 2 days, 17:53:14, time: 1.330, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1688, s0.acc: 94.1733, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2356, s1.loss_cls: 0.0793, s1.acc: 94.4007, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1138, s2.loss_cls: 0.0398, s2.acc: 94.2072, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0532, loss: 1.1240 2024-03-11 00:32:09,214 - mmdet - INFO - Epoch [14][3550/7330] lr: 1.342e-05, eta: 2 days, 17:52:04, time: 1.453, data_time: 0.203, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1650, s0.acc: 94.1094, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2355, s1.loss_cls: 0.0780, s1.acc: 94.3139, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1145, s2.loss_cls: 0.0392, s2.acc: 94.2188, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0539, loss: 1.1193 2024-03-11 00:33:21,606 - mmdet - INFO - Epoch [14][3600/7330] lr: 1.342e-05, eta: 2 days, 17:50:53, time: 1.448, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1705, s0.acc: 93.9148, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2361, s1.loss_cls: 0.0824, s1.acc: 93.9972, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1152, s2.loss_cls: 0.0416, s2.acc: 93.8420, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0538, loss: 1.1580 2024-03-11 00:34:34,570 - mmdet - INFO - Epoch [14][3650/7330] lr: 1.342e-05, eta: 2 days, 17:49:43, time: 1.459, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1586, s0.acc: 94.4885, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2361, s1.loss_cls: 0.0763, s1.acc: 94.5339, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1121, s2.loss_cls: 0.0380, s2.acc: 94.4160, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0520, loss: 1.0921 2024-03-11 00:35:47,994 - mmdet - INFO - Epoch [14][3700/7330] lr: 1.342e-05, eta: 2 days, 17:48:34, time: 1.468, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1661, s0.acc: 94.0288, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2370, s1.loss_cls: 0.0787, s1.acc: 94.2427, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1127, s2.loss_cls: 0.0396, s2.acc: 94.1763, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0524, loss: 1.1357 2024-03-11 00:37:06,308 - mmdet - INFO - Epoch [14][3750/7330] lr: 1.342e-05, eta: 2 days, 17:47:33, time: 1.566, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1737, s0.acc: 94.0342, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2452, s1.loss_cls: 0.0823, s1.acc: 94.2190, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1160, s2.loss_cls: 0.0406, s2.acc: 94.1562, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0540, loss: 1.1552 2024-03-11 00:38:15,390 - mmdet - INFO - Epoch [14][3800/7330] lr: 1.342e-05, eta: 2 days, 17:46:16, time: 1.382, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1691, s0.acc: 94.0488, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2335, s1.loss_cls: 0.0801, s1.acc: 94.2853, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1129, s2.loss_cls: 0.0403, s2.acc: 94.1265, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0529, loss: 1.1328 2024-03-11 00:39:25,702 - mmdet - INFO - Epoch [14][3850/7330] lr: 1.342e-05, eta: 2 days, 17:45:02, time: 1.406, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1681, s0.acc: 93.9810, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2386, s1.loss_cls: 0.0809, s1.acc: 94.0608, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1150, s2.loss_cls: 0.0398, s2.acc: 93.9780, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0538, loss: 1.1513 2024-03-11 00:40:40,910 - mmdet - INFO - Epoch [14][3900/7330] lr: 1.342e-05, eta: 2 days, 17:43:56, time: 1.504, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1639, s0.acc: 94.4011, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2382, s1.loss_cls: 0.0771, s1.acc: 94.5745, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1157, s2.loss_cls: 0.0381, s2.acc: 94.4091, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0543, loss: 1.1081 2024-03-11 00:41:52,245 - mmdet - INFO - Epoch [14][3950/7330] lr: 1.342e-05, eta: 2 days, 17:42:43, time: 1.427, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1667, s0.acc: 94.1941, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2292, s1.loss_cls: 0.0788, s1.acc: 94.3319, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1101, s2.loss_cls: 0.0391, s2.acc: 94.2087, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0513, loss: 1.1229 2024-03-11 00:43:05,189 - mmdet - INFO - Epoch [14][4000/7330] lr: 1.342e-05, eta: 2 days, 17:41:33, time: 1.459, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1672, s0.acc: 94.2769, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2317, s1.loss_cls: 0.0802, s1.acc: 94.3587, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1125, s2.loss_cls: 0.0403, s2.acc: 94.1885, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0523, loss: 1.1278 2024-03-11 00:44:16,203 - mmdet - INFO - Epoch [14][4050/7330] lr: 1.342e-05, eta: 2 days, 17:40:20, time: 1.420, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1687, s0.acc: 94.0796, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2341, s1.loss_cls: 0.0797, s1.acc: 94.2558, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1131, s2.loss_cls: 0.0395, s2.acc: 94.1668, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0526, loss: 1.1354 2024-03-11 00:45:31,059 - mmdet - INFO - Epoch [14][4100/7330] lr: 1.342e-05, eta: 2 days, 17:39:13, time: 1.497, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1620, s0.acc: 94.2280, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2324, s1.loss_cls: 0.0771, s1.acc: 94.3654, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1122, s2.loss_cls: 0.0389, s2.acc: 94.2824, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0523, loss: 1.1120 2024-03-11 00:46:44,180 - mmdet - INFO - Epoch [14][4150/7330] lr: 1.342e-05, eta: 2 days, 17:38:03, time: 1.462, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1651, s0.acc: 94.2246, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2335, s1.loss_cls: 0.0797, s1.acc: 94.2885, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1122, s2.loss_cls: 0.0395, s2.acc: 94.1659, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0527, loss: 1.1183 2024-03-11 00:48:00,390 - mmdet - INFO - Epoch [14][4200/7330] lr: 1.342e-05, eta: 2 days, 17:36:58, time: 1.524, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1698, s0.acc: 94.0679, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2408, s1.loss_cls: 0.0804, s1.acc: 94.2285, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1168, s2.loss_cls: 0.0403, s2.acc: 94.1007, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0548, loss: 1.1529 2024-03-11 00:49:18,411 - mmdet - INFO - Epoch [14][4250/7330] lr: 1.342e-05, eta: 2 days, 17:35:57, time: 1.560, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1766, s0.acc: 93.8960, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2362, s1.loss_cls: 0.0832, s1.acc: 94.1449, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1134, s2.loss_cls: 0.0409, s2.acc: 94.1116, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0529, loss: 1.1662 2024-03-11 00:50:30,792 - mmdet - INFO - Epoch [14][4300/7330] lr: 1.342e-05, eta: 2 days, 17:34:46, time: 1.448, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1699, s0.acc: 94.0403, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2361, s1.loss_cls: 0.0810, s1.acc: 94.0824, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1145, s2.loss_cls: 0.0405, s2.acc: 93.9880, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0535, loss: 1.1435 2024-03-11 00:51:40,388 - mmdet - INFO - Epoch [14][4350/7330] lr: 1.342e-05, eta: 2 days, 17:33:30, time: 1.392, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1693, s0.acc: 94.1506, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2261, s1.loss_cls: 0.0798, s1.acc: 94.3797, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1104, s2.loss_cls: 0.0397, s2.acc: 94.2957, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0521, loss: 1.1141 2024-03-11 00:52:48,490 - mmdet - INFO - Epoch [14][4400/7330] lr: 1.342e-05, eta: 2 days, 17:32:12, time: 1.362, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1660, s0.acc: 94.2317, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2308, s1.loss_cls: 0.0783, s1.acc: 94.4654, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1128, s2.loss_cls: 0.0391, s2.acc: 94.2841, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0532, loss: 1.1162 2024-03-11 00:54:04,947 - mmdet - INFO - Epoch [14][4450/7330] lr: 1.342e-05, eta: 2 days, 17:31:08, time: 1.529, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1668, s0.acc: 94.2666, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2324, s1.loss_cls: 0.0777, s1.acc: 94.4884, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1129, s2.loss_cls: 0.0390, s2.acc: 94.3207, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0534, loss: 1.1196 2024-03-11 00:55:17,392 - mmdet - INFO - Epoch [14][4500/7330] lr: 1.342e-05, eta: 2 days, 17:29:57, time: 1.449, data_time: 0.251, memory: 17966, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1781, s0.acc: 93.9370, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2307, s1.loss_cls: 0.0840, s1.acc: 94.1185, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1120, s2.loss_cls: 0.0411, s2.acc: 94.1019, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0525, loss: 1.1498 2024-03-11 00:56:28,693 - mmdet - INFO - Epoch [14][4550/7330] lr: 1.342e-05, eta: 2 days, 17:28:44, time: 1.426, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1761, s0.acc: 93.9927, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2335, s1.loss_cls: 0.0830, s1.acc: 94.1512, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1123, s2.loss_cls: 0.0411, s2.acc: 94.0020, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0520, loss: 1.1475 2024-03-11 00:57:37,781 - mmdet - INFO - Epoch [14][4600/7330] lr: 1.342e-05, eta: 2 days, 17:27:28, time: 1.382, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1715, s0.acc: 94.0662, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2362, s1.loss_cls: 0.0829, s1.acc: 94.1785, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1133, s2.loss_cls: 0.0417, s2.acc: 93.9210, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0535, loss: 1.1451 2024-03-11 00:58:48,103 - mmdet - INFO - Epoch [14][4650/7330] lr: 1.342e-05, eta: 2 days, 17:26:14, time: 1.406, data_time: 0.118, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1678, s0.acc: 94.2200, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2337, s1.loss_cls: 0.0788, s1.acc: 94.4676, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1119, s2.loss_cls: 0.0390, s2.acc: 94.3793, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0522, loss: 1.1249 2024-03-11 01:00:02,764 - mmdet - INFO - Epoch [14][4700/7330] lr: 1.342e-05, eta: 2 days, 17:25:06, time: 1.494, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1721, s0.acc: 94.0137, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2398, s1.loss_cls: 0.0814, s1.acc: 94.1929, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1153, s2.loss_cls: 0.0397, s2.acc: 94.1797, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0535, loss: 1.1556 2024-03-11 01:01:12,367 - mmdet - INFO - Epoch [14][4750/7330] lr: 1.342e-05, eta: 2 days, 17:23:51, time: 1.392, data_time: 0.105, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1706, s0.acc: 94.0759, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2372, s1.loss_cls: 0.0801, s1.acc: 94.2818, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1155, s2.loss_cls: 0.0395, s2.acc: 94.1758, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0540, loss: 1.1468 2024-03-11 01:02:22,862 - mmdet - INFO - Epoch [14][4800/7330] lr: 1.342e-05, eta: 2 days, 17:22:37, time: 1.410, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1524, s0.acc: 94.6680, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2298, s1.loss_cls: 0.0726, s1.acc: 94.7711, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1107, s2.loss_cls: 0.0367, s2.acc: 94.5206, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0521, loss: 1.0611 2024-03-11 01:03:36,760 - mmdet - INFO - Epoch [14][4850/7330] lr: 1.342e-05, eta: 2 days, 17:21:28, time: 1.478, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1717, s0.acc: 94.0037, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2357, s1.loss_cls: 0.0812, s1.acc: 94.2287, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1137, s2.loss_cls: 0.0407, s2.acc: 93.9953, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0533, loss: 1.1557 2024-03-11 01:04:49,742 - mmdet - INFO - Epoch [14][4900/7330] lr: 1.342e-05, eta: 2 days, 17:20:18, time: 1.460, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1764, s0.acc: 93.9431, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2388, s1.loss_cls: 0.0839, s1.acc: 93.9447, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1151, s2.loss_cls: 0.0416, s2.acc: 93.8462, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0540, loss: 1.1539 2024-03-11 01:06:01,020 - mmdet - INFO - Epoch [14][4950/7330] lr: 1.342e-05, eta: 2 days, 17:19:06, time: 1.426, data_time: 0.212, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1691, s0.acc: 94.1296, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2344, s1.loss_cls: 0.0802, s1.acc: 94.2572, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1132, s2.loss_cls: 0.0399, s2.acc: 94.0828, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0533, loss: 1.1306 2024-03-11 01:07:13,172 - mmdet - INFO - Epoch [14][5000/7330] lr: 1.342e-05, eta: 2 days, 17:17:54, time: 1.443, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1783, s0.acc: 93.8811, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2414, s1.loss_cls: 0.0855, s1.acc: 93.9266, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1164, s2.loss_cls: 0.0423, s2.acc: 93.8484, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0543, loss: 1.1709 2024-03-11 01:08:25,508 - mmdet - INFO - Epoch [14][5050/7330] lr: 1.342e-05, eta: 2 days, 17:16:43, time: 1.447, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1768, s0.acc: 93.8499, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2394, s1.loss_cls: 0.0837, s1.acc: 94.0224, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1164, s2.loss_cls: 0.0414, s2.acc: 93.9421, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0547, loss: 1.1682 2024-03-11 01:09:38,645 - mmdet - INFO - Epoch [14][5100/7330] lr: 1.342e-05, eta: 2 days, 17:15:33, time: 1.462, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1626, s0.acc: 94.4568, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2287, s1.loss_cls: 0.0772, s1.acc: 94.5767, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1106, s2.loss_cls: 0.0378, s2.acc: 94.5295, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0518, loss: 1.0979 2024-03-11 01:10:54,200 - mmdet - INFO - Epoch [14][5150/7330] lr: 1.342e-05, eta: 2 days, 17:14:28, time: 1.511, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1700, s0.acc: 94.0247, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2385, s1.loss_cls: 0.0802, s1.acc: 94.1771, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1156, s2.loss_cls: 0.0403, s2.acc: 94.0269, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0544, loss: 1.1581 2024-03-11 01:12:01,541 - mmdet - INFO - Epoch [14][5200/7330] lr: 1.342e-05, eta: 2 days, 17:13:08, time: 1.347, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1698, s0.acc: 94.1426, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2342, s1.loss_cls: 0.0806, s1.acc: 94.2799, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1134, s2.loss_cls: 0.0397, s2.acc: 94.1496, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0535, loss: 1.1328 2024-03-11 01:13:14,779 - mmdet - INFO - Epoch [14][5250/7330] lr: 1.342e-05, eta: 2 days, 17:11:59, time: 1.465, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1637, s0.acc: 94.2864, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2303, s1.loss_cls: 0.0772, s1.acc: 94.5287, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1134, s2.loss_cls: 0.0380, s2.acc: 94.4303, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0529, loss: 1.1162 2024-03-11 01:14:31,299 - mmdet - INFO - Epoch [14][5300/7330] lr: 1.342e-05, eta: 2 days, 17:10:54, time: 1.530, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1647, s0.acc: 94.1897, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2324, s1.loss_cls: 0.0784, s1.acc: 94.3409, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1120, s2.loss_cls: 0.0390, s2.acc: 94.2069, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0524, loss: 1.1194 2024-03-11 01:15:42,611 - mmdet - INFO - Epoch [14][5350/7330] lr: 1.342e-05, eta: 2 days, 17:09:42, time: 1.426, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1597, s0.acc: 94.4019, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2299, s1.loss_cls: 0.0768, s1.acc: 94.5254, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1115, s2.loss_cls: 0.0387, s2.acc: 94.3455, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0520, loss: 1.0988 2024-03-11 01:16:54,421 - mmdet - INFO - Epoch [14][5400/7330] lr: 1.342e-05, eta: 2 days, 17:08:30, time: 1.436, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1627, s0.acc: 94.3606, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2341, s1.loss_cls: 0.0772, s1.acc: 94.5044, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1124, s2.loss_cls: 0.0379, s2.acc: 94.4014, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0523, loss: 1.1084 2024-03-11 01:18:10,268 - mmdet - INFO - Epoch [14][5450/7330] lr: 1.342e-05, eta: 2 days, 17:07:24, time: 1.517, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1620, s0.acc: 94.3606, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2368, s1.loss_cls: 0.0771, s1.acc: 94.4068, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1141, s2.loss_cls: 0.0383, s2.acc: 94.2592, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0533, loss: 1.1117 2024-03-11 01:19:23,724 - mmdet - INFO - Epoch [14][5500/7330] lr: 1.342e-05, eta: 2 days, 17:06:15, time: 1.469, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1677, s0.acc: 94.1541, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2473, s1.loss_cls: 0.0795, s1.acc: 94.3596, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1177, s2.loss_cls: 0.0393, s2.acc: 94.2819, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0542, loss: 1.1588 2024-03-11 01:20:38,508 - mmdet - INFO - Epoch [14][5550/7330] lr: 1.342e-05, eta: 2 days, 17:05:08, time: 1.496, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1664, s0.acc: 94.2620, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2370, s1.loss_cls: 0.0808, s1.acc: 94.2939, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1165, s2.loss_cls: 0.0402, s2.acc: 94.1105, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0545, loss: 1.1403 2024-03-11 01:21:46,444 - mmdet - INFO - Epoch [14][5600/7330] lr: 1.342e-05, eta: 2 days, 17:03:50, time: 1.359, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1683, s0.acc: 94.2393, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2323, s1.loss_cls: 0.0798, s1.acc: 94.4028, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1122, s2.loss_cls: 0.0397, s2.acc: 94.2685, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0523, loss: 1.1210 2024-03-11 01:23:00,527 - mmdet - INFO - Epoch [14][5650/7330] lr: 1.342e-05, eta: 2 days, 17:02:42, time: 1.482, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1761, s0.acc: 93.9685, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2316, s1.loss_cls: 0.0825, s1.acc: 94.1568, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1130, s2.loss_cls: 0.0406, s2.acc: 94.0769, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0532, loss: 1.1464 2024-03-11 01:24:15,281 - mmdet - INFO - Epoch [14][5700/7330] lr: 1.342e-05, eta: 2 days, 17:01:34, time: 1.495, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1652, s0.acc: 94.3145, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2310, s1.loss_cls: 0.0777, s1.acc: 94.4391, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1126, s2.loss_cls: 0.0380, s2.acc: 94.3692, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0525, loss: 1.1145 2024-03-11 01:25:24,691 - mmdet - INFO - Epoch [14][5750/7330] lr: 1.342e-05, eta: 2 days, 17:00:19, time: 1.388, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1645, s0.acc: 94.2122, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2333, s1.loss_cls: 0.0784, s1.acc: 94.3712, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1133, s2.loss_cls: 0.0394, s2.acc: 94.2389, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0533, loss: 1.1239 2024-03-11 01:26:38,304 - mmdet - INFO - Epoch [14][5800/7330] lr: 1.342e-05, eta: 2 days, 16:59:10, time: 1.472, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1690, s0.acc: 94.1318, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2394, s1.loss_cls: 0.0812, s1.acc: 94.1502, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1159, s2.loss_cls: 0.0413, s2.acc: 93.8367, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0544, loss: 1.1475 2024-03-11 01:27:48,769 - mmdet - INFO - Epoch [14][5850/7330] lr: 1.342e-05, eta: 2 days, 16:57:56, time: 1.409, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1657, s0.acc: 94.2166, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2403, s1.loss_cls: 0.0772, s1.acc: 94.4729, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1157, s2.loss_cls: 0.0383, s2.acc: 94.2842, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0541, loss: 1.1265 2024-03-11 01:29:00,730 - mmdet - INFO - Epoch [14][5900/7330] lr: 1.342e-05, eta: 2 days, 16:56:44, time: 1.439, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1662, s0.acc: 94.1667, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2347, s1.loss_cls: 0.0790, s1.acc: 94.2265, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1134, s2.loss_cls: 0.0388, s2.acc: 94.1731, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0530, loss: 1.1324 2024-03-11 01:30:13,986 - mmdet - INFO - Epoch [14][5950/7330] lr: 1.342e-05, eta: 2 days, 16:55:34, time: 1.465, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1669, s0.acc: 94.1897, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2392, s1.loss_cls: 0.0792, s1.acc: 94.3307, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1155, s2.loss_cls: 0.0395, s2.acc: 94.0801, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0539, loss: 1.1480 2024-03-11 01:31:25,607 - mmdet - INFO - Epoch [14][6000/7330] lr: 1.342e-05, eta: 2 days, 16:54:22, time: 1.433, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1757, s0.acc: 94.0898, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2403, s1.loss_cls: 0.0830, s1.acc: 94.2284, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1181, s2.loss_cls: 0.0408, s2.acc: 94.1274, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0557, loss: 1.1631 2024-03-11 01:32:33,989 - mmdet - INFO - Epoch [14][6050/7330] lr: 1.342e-05, eta: 2 days, 16:53:05, time: 1.368, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1671, s0.acc: 94.1238, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2343, s1.loss_cls: 0.0800, s1.acc: 94.2753, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1149, s2.loss_cls: 0.0402, s2.acc: 94.0714, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0537, loss: 1.1321 2024-03-11 01:33:47,113 - mmdet - INFO - Epoch [14][6100/7330] lr: 1.342e-05, eta: 2 days, 16:51:55, time: 1.462, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1632, s0.acc: 94.2981, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2362, s1.loss_cls: 0.0765, s1.acc: 94.5087, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1153, s2.loss_cls: 0.0376, s2.acc: 94.5286, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0542, loss: 1.1250 2024-03-11 01:35:00,458 - mmdet - INFO - Epoch [14][6150/7330] lr: 1.342e-05, eta: 2 days, 16:50:45, time: 1.467, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1556, s0.acc: 94.5298, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2258, s1.loss_cls: 0.0736, s1.acc: 94.7412, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1099, s2.loss_cls: 0.0366, s2.acc: 94.5016, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0513, loss: 1.0637 2024-03-11 01:36:11,151 - mmdet - INFO - Epoch [14][6200/7330] lr: 1.342e-05, eta: 2 days, 16:49:32, time: 1.414, data_time: 0.108, memory: 17966, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1663, s0.acc: 94.2034, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2324, s1.loss_cls: 0.0784, s1.acc: 94.4092, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1137, s2.loss_cls: 0.0395, s2.acc: 94.1631, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0536, loss: 1.1335 2024-03-11 01:37:22,892 - mmdet - INFO - Epoch [14][6250/7330] lr: 1.342e-05, eta: 2 days, 16:48:20, time: 1.435, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1607, s0.acc: 94.4058, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2336, s1.loss_cls: 0.0748, s1.acc: 94.7461, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1142, s2.loss_cls: 0.0377, s2.acc: 94.5888, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0531, loss: 1.1072 2024-03-11 01:38:34,005 - mmdet - INFO - Epoch [14][6300/7330] lr: 1.342e-05, eta: 2 days, 16:47:06, time: 1.422, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1752, s0.acc: 94.0962, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2385, s1.loss_cls: 0.0829, s1.acc: 94.1785, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1154, s2.loss_cls: 0.0408, s2.acc: 94.2055, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0538, loss: 1.1415 2024-03-11 01:39:50,154 - mmdet - INFO - Epoch [14][6350/7330] lr: 1.342e-05, eta: 2 days, 16:46:01, time: 1.523, data_time: 0.220, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1641, s0.acc: 94.2439, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2335, s1.loss_cls: 0.0795, s1.acc: 94.4076, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1124, s2.loss_cls: 0.0394, s2.acc: 94.1625, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0523, loss: 1.1110 2024-03-11 01:41:02,034 - mmdet - INFO - Epoch [14][6400/7330] lr: 1.342e-05, eta: 2 days, 16:44:50, time: 1.438, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1712, s0.acc: 94.0322, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2336, s1.loss_cls: 0.0822, s1.acc: 94.0398, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1119, s2.loss_cls: 0.0404, s2.acc: 93.9808, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0521, loss: 1.1344 2024-03-11 01:42:13,549 - mmdet - INFO - Epoch [14][6450/7330] lr: 1.342e-05, eta: 2 days, 16:43:37, time: 1.430, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1689, s0.acc: 94.0737, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2343, s1.loss_cls: 0.0820, s1.acc: 94.1477, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1133, s2.loss_cls: 0.0409, s2.acc: 94.0369, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0531, loss: 1.1389 2024-03-11 01:43:23,351 - mmdet - INFO - Epoch [14][6500/7330] lr: 1.342e-05, eta: 2 days, 16:42:22, time: 1.396, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1652, s0.acc: 94.1980, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2404, s1.loss_cls: 0.0790, s1.acc: 94.3361, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1157, s2.loss_cls: 0.0396, s2.acc: 94.1435, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0539, loss: 1.1338 2024-03-11 01:44:39,718 - mmdet - INFO - Epoch [14][6550/7330] lr: 1.342e-05, eta: 2 days, 16:41:17, time: 1.527, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1780, s0.acc: 93.9031, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2352, s1.loss_cls: 0.0850, s1.acc: 94.1177, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1141, s2.loss_cls: 0.0417, s2.acc: 94.0031, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0532, loss: 1.1625 2024-03-11 01:45:52,625 - mmdet - INFO - Epoch [14][6600/7330] lr: 1.342e-05, eta: 2 days, 16:40:07, time: 1.458, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1689, s0.acc: 94.1951, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2337, s1.loss_cls: 0.0804, s1.acc: 94.2881, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1134, s2.loss_cls: 0.0396, s2.acc: 94.2208, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0527, loss: 1.1243 2024-03-11 01:47:04,795 - mmdet - INFO - Epoch [14][6650/7330] lr: 1.342e-05, eta: 2 days, 16:38:56, time: 1.444, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1693, s0.acc: 94.1042, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2374, s1.loss_cls: 0.0805, s1.acc: 94.3088, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1133, s2.loss_cls: 0.0395, s2.acc: 94.2520, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0533, loss: 1.1389 2024-03-11 01:48:18,543 - mmdet - INFO - Epoch [14][6700/7330] lr: 1.342e-05, eta: 2 days, 16:37:47, time: 1.475, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1657, s0.acc: 94.1772, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2340, s1.loss_cls: 0.0787, s1.acc: 94.3670, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1135, s2.loss_cls: 0.0387, s2.acc: 94.2556, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0526, loss: 1.1206 2024-03-11 01:49:29,502 - mmdet - INFO - Epoch [14][6750/7330] lr: 1.342e-05, eta: 2 days, 16:36:34, time: 1.419, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1713, s0.acc: 94.0437, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2409, s1.loss_cls: 0.0814, s1.acc: 94.1946, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1158, s2.loss_cls: 0.0406, s2.acc: 94.0546, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0544, loss: 1.1526 2024-03-11 01:50:42,469 - mmdet - INFO - Epoch [14][6800/7330] lr: 1.342e-05, eta: 2 days, 16:35:24, time: 1.459, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1632, s0.acc: 94.3164, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2370, s1.loss_cls: 0.0764, s1.acc: 94.5629, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1137, s2.loss_cls: 0.0378, s2.acc: 94.4248, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0533, loss: 1.1174 2024-03-11 01:51:52,646 - mmdet - INFO - Epoch [14][6850/7330] lr: 1.342e-05, eta: 2 days, 16:34:09, time: 1.403, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1667, s0.acc: 94.2346, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2331, s1.loss_cls: 0.0785, s1.acc: 94.3684, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1135, s2.loss_cls: 0.0391, s2.acc: 94.2202, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0529, loss: 1.1244 2024-03-11 01:53:05,116 - mmdet - INFO - Epoch [14][6900/7330] lr: 1.342e-05, eta: 2 days, 16:32:58, time: 1.449, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1578, s0.acc: 94.5415, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2272, s1.loss_cls: 0.0748, s1.acc: 94.6703, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1109, s2.loss_cls: 0.0371, s2.acc: 94.5895, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0517, loss: 1.0854 2024-03-11 01:54:16,007 - mmdet - INFO - Epoch [14][6950/7330] lr: 1.342e-05, eta: 2 days, 16:31:45, time: 1.418, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1604, s0.acc: 94.5093, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2354, s1.loss_cls: 0.0755, s1.acc: 94.7023, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1139, s2.loss_cls: 0.0374, s2.acc: 94.5210, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0533, loss: 1.1110 2024-03-11 01:55:28,519 - mmdet - INFO - Epoch [14][7000/7330] lr: 1.342e-05, eta: 2 days, 16:30:34, time: 1.450, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1668, s0.acc: 94.2349, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2279, s1.loss_cls: 0.0785, s1.acc: 94.5257, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1113, s2.loss_cls: 0.0387, s2.acc: 94.3404, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0525, loss: 1.1096 2024-03-11 01:56:42,347 - mmdet - INFO - Epoch [14][7050/7330] lr: 1.342e-05, eta: 2 days, 16:29:25, time: 1.477, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1744, s0.acc: 94.0454, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2344, s1.loss_cls: 0.0831, s1.acc: 94.2193, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1136, s2.loss_cls: 0.0411, s2.acc: 94.0237, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0528, loss: 1.1476 2024-03-11 01:57:56,133 - mmdet - INFO - Epoch [14][7100/7330] lr: 1.342e-05, eta: 2 days, 16:28:16, time: 1.476, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1778, s0.acc: 93.9150, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2382, s1.loss_cls: 0.0825, s1.acc: 94.1736, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1160, s2.loss_cls: 0.0404, s2.acc: 94.1670, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0543, loss: 1.1711 2024-03-11 01:59:12,032 - mmdet - INFO - Epoch [14][7150/7330] lr: 1.342e-05, eta: 2 days, 16:27:11, time: 1.518, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1792, s0.acc: 93.8469, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2417, s1.loss_cls: 0.0849, s1.acc: 94.1724, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1173, s2.loss_cls: 0.0424, s2.acc: 93.9885, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0549, loss: 1.1810 2024-03-11 02:00:25,265 - mmdet - INFO - Epoch [14][7200/7330] lr: 1.342e-05, eta: 2 days, 16:26:01, time: 1.464, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1634, s0.acc: 94.2529, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2281, s1.loss_cls: 0.0769, s1.acc: 94.4759, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1110, s2.loss_cls: 0.0389, s2.acc: 94.3425, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0522, loss: 1.1143 2024-03-11 02:01:37,767 - mmdet - INFO - Epoch [14][7250/7330] lr: 1.342e-05, eta: 2 days, 16:24:50, time: 1.450, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1678, s0.acc: 94.3318, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2384, s1.loss_cls: 0.0793, s1.acc: 94.5135, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1143, s2.loss_cls: 0.0393, s2.acc: 94.4571, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0536, loss: 1.1246 2024-03-11 02:02:46,099 - mmdet - INFO - Epoch [14][7300/7330] lr: 1.342e-05, eta: 2 days, 16:23:33, time: 1.367, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1597, s0.acc: 94.3975, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2295, s1.loss_cls: 0.0751, s1.acc: 94.5537, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1105, s2.loss_cls: 0.0373, s2.acc: 94.4142, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0516, loss: 1.0964 2024-03-11 02:03:25,094 - mmdet - INFO - Saving checkpoint at 14 epochs 2024-03-11 02:09:10,157 - mmdet - INFO - Evaluating bbox... 2024-03-11 02:09:46,479 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.481 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.670 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.521 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.303 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.521 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.627 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.621 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 ] = 0.443 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.661 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.763 2024-03-11 02:09:46,480 - mmdet - INFO - Evaluating segm... 2024-03-11 02:10:27,935 - 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 ] = 0.642 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.445 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.213 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.452 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.537 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.537 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.537 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.357 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.580 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.691 2024-03-11 02:10:28,567 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 02:10:28,568 - mmdet - INFO - Epoch(val) [14][1250] bbox_mAP: 0.4810, bbox_mAP_50: 0.6700, bbox_mAP_75: 0.5210, bbox_mAP_s: 0.3030, bbox_mAP_m: 0.5210, bbox_mAP_l: 0.6270, bbox_mAP_copypaste: 0.481 0.670 0.521 0.303 0.521 0.627, segm_mAP: 0.4140, segm_mAP_50: 0.6420, segm_mAP_75: 0.4450, segm_mAP_s: 0.2130, segm_mAP_m: 0.4520, segm_mAP_l: 0.5960, segm_mAP_copypaste: 0.414 0.642 0.445 0.213 0.452 0.596 2024-03-11 02:11:48,077 - mmdet - INFO - Epoch [15][50/7330] lr: 1.342e-05, eta: 2 days, 16:20:42, time: 1.589, data_time: 0.231, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1702, s0.acc: 94.0957, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2327, s1.loss_cls: 0.0790, s1.acc: 94.3434, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1136, s2.loss_cls: 0.0395, s2.acc: 94.2785, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0531, loss: 1.1328 2024-03-11 02:13:03,115 - mmdet - INFO - Epoch [15][100/7330] lr: 1.342e-05, eta: 2 days, 16:19:35, time: 1.501, data_time: 0.241, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1684, s0.acc: 94.1079, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2369, s1.loss_cls: 0.0802, s1.acc: 94.2923, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1148, s2.loss_cls: 0.0397, s2.acc: 94.1794, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0535, loss: 1.1403 2024-03-11 02:14:14,060 - mmdet - INFO - Epoch [15][150/7330] lr: 1.342e-05, eta: 2 days, 16:18:22, time: 1.419, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1596, s0.acc: 94.3298, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2266, s1.loss_cls: 0.0742, s1.acc: 94.6000, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1096, s2.loss_cls: 0.0372, s2.acc: 94.3698, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0515, loss: 1.0874 2024-03-11 02:15:24,766 - mmdet - INFO - Epoch [15][200/7330] lr: 1.342e-05, eta: 2 days, 16:17:08, time: 1.414, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1687, s0.acc: 94.2075, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2353, s1.loss_cls: 0.0783, s1.acc: 94.5063, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1137, s2.loss_cls: 0.0386, s2.acc: 94.3881, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0533, loss: 1.1327 2024-03-11 02:16:36,848 - mmdet - INFO - Epoch [15][250/7330] lr: 1.342e-05, eta: 2 days, 16:15:57, time: 1.442, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1635, s0.acc: 94.2646, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2347, s1.loss_cls: 0.0772, s1.acc: 94.4463, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1138, s2.loss_cls: 0.0384, s2.acc: 94.3164, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0534, loss: 1.1274 2024-03-11 02:17:47,651 - mmdet - INFO - Epoch [15][300/7330] lr: 1.342e-05, eta: 2 days, 16:14:43, time: 1.416, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1601, s0.acc: 94.5273, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2281, s1.loss_cls: 0.0756, s1.acc: 94.7120, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1119, s2.loss_cls: 0.0378, s2.acc: 94.4998, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0522, loss: 1.0959 2024-03-11 02:18:56,384 - mmdet - INFO - Epoch [15][350/7330] lr: 1.342e-05, eta: 2 days, 16:13:27, time: 1.375, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1590, s0.acc: 94.5144, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2329, s1.loss_cls: 0.0743, s1.acc: 94.7011, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1129, s2.loss_cls: 0.0361, s2.acc: 94.7735, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0527, loss: 1.0951 2024-03-11 02:20:12,133 - mmdet - INFO - Epoch [15][400/7330] lr: 1.342e-05, eta: 2 days, 16:12:21, time: 1.515, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1719, s0.acc: 94.0222, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2389, s1.loss_cls: 0.0806, s1.acc: 94.1803, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1159, s2.loss_cls: 0.0396, s2.acc: 94.1775, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0541, loss: 1.1460 2024-03-11 02:21:25,983 - mmdet - INFO - Epoch [15][450/7330] lr: 1.342e-05, eta: 2 days, 16:11:12, time: 1.477, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1648, s0.acc: 94.3040, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2350, s1.loss_cls: 0.0778, s1.acc: 94.5103, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1145, s2.loss_cls: 0.0388, s2.acc: 94.4214, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0537, loss: 1.1279 2024-03-11 02:22:36,794 - mmdet - INFO - Epoch [15][500/7330] lr: 1.342e-05, eta: 2 days, 16:09:59, time: 1.416, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1601, s0.acc: 94.3240, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2307, s1.loss_cls: 0.0759, s1.acc: 94.4948, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1124, s2.loss_cls: 0.0380, s2.acc: 94.2618, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0526, loss: 1.1098 2024-03-11 02:23:46,621 - mmdet - INFO - Epoch [15][550/7330] lr: 1.342e-05, eta: 2 days, 16:08:44, time: 1.397, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1632, s0.acc: 94.3606, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2325, s1.loss_cls: 0.0759, s1.acc: 94.6212, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1131, s2.loss_cls: 0.0374, s2.acc: 94.5913, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0530, loss: 1.1135 2024-03-11 02:24:59,840 - mmdet - INFO - Epoch [15][600/7330] lr: 1.342e-05, eta: 2 days, 16:07:34, time: 1.464, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1634, s0.acc: 94.2368, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2291, s1.loss_cls: 0.0768, s1.acc: 94.4598, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1109, s2.loss_cls: 0.0386, s2.acc: 94.3936, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0520, loss: 1.1061 2024-03-11 02:26:05,827 - mmdet - INFO - Epoch [15][650/7330] lr: 1.342e-05, eta: 2 days, 16:06:13, time: 1.320, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1630, s0.acc: 94.3093, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2327, s1.loss_cls: 0.0773, s1.acc: 94.4469, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1125, s2.loss_cls: 0.0390, s2.acc: 94.2469, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0527, loss: 1.1077 2024-03-11 02:27:21,772 - mmdet - INFO - Epoch [15][700/7330] lr: 1.342e-05, eta: 2 days, 16:05:08, time: 1.519, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1693, s0.acc: 94.0232, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2379, s1.loss_cls: 0.0812, s1.acc: 94.0925, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1133, s2.loss_cls: 0.0404, s2.acc: 93.9663, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0529, loss: 1.1496 2024-03-11 02:28:31,796 - mmdet - INFO - Epoch [15][750/7330] lr: 1.342e-05, eta: 2 days, 16:03:53, time: 1.400, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1715, s0.acc: 94.0205, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2292, s1.loss_cls: 0.0813, s1.acc: 94.1588, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1117, s2.loss_cls: 0.0406, s2.acc: 94.0335, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0522, loss: 1.1374 2024-03-11 02:29:41,409 - mmdet - INFO - Epoch [15][800/7330] lr: 1.342e-05, eta: 2 days, 16:02:38, time: 1.392, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1735, s0.acc: 94.0593, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2342, s1.loss_cls: 0.0807, s1.acc: 94.2871, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1132, s2.loss_cls: 0.0404, s2.acc: 94.2020, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0529, loss: 1.1451 2024-03-11 02:30:57,239 - mmdet - INFO - Epoch [15][850/7330] lr: 1.342e-05, eta: 2 days, 16:01:32, time: 1.517, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1671, s0.acc: 94.2612, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2306, s1.loss_cls: 0.0786, s1.acc: 94.4237, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1125, s2.loss_cls: 0.0388, s2.acc: 94.3104, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0523, loss: 1.1183 2024-03-11 02:32:10,159 - mmdet - INFO - Epoch [15][900/7330] lr: 1.342e-05, eta: 2 days, 16:00:22, time: 1.458, data_time: 0.217, memory: 17966, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1711, s0.acc: 93.9919, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2356, s1.loss_cls: 0.0815, s1.acc: 94.1973, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1146, s2.loss_cls: 0.0398, s2.acc: 94.1620, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0535, loss: 1.1579 2024-03-11 02:33:22,967 - mmdet - INFO - Epoch [15][950/7330] lr: 1.342e-05, eta: 2 days, 15:59:12, time: 1.456, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1687, s0.acc: 94.1440, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2286, s1.loss_cls: 0.0791, s1.acc: 94.4194, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1121, s2.loss_cls: 0.0393, s2.acc: 94.2501, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0526, loss: 1.1231 2024-03-11 02:34:34,802 - mmdet - INFO - Epoch [15][1000/7330] lr: 1.342e-05, eta: 2 days, 15:58:00, time: 1.437, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1683, s0.acc: 94.2107, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2338, s1.loss_cls: 0.0781, s1.acc: 94.4406, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1124, s2.loss_cls: 0.0384, s2.acc: 94.4409, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0529, loss: 1.1169 2024-03-11 02:35:48,684 - mmdet - INFO - Epoch [15][1050/7330] lr: 1.342e-05, eta: 2 days, 15:56:51, time: 1.478, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1731, s0.acc: 94.1091, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2373, s1.loss_cls: 0.0820, s1.acc: 94.2671, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1150, s2.loss_cls: 0.0409, s2.acc: 94.0909, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0537, loss: 1.1473 2024-03-11 02:36:58,318 - mmdet - INFO - Epoch [15][1100/7330] lr: 1.342e-05, eta: 2 days, 15:55:36, time: 1.392, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1806, s0.acc: 93.7664, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2373, s1.loss_cls: 0.0865, s1.acc: 93.8056, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1142, s2.loss_cls: 0.0427, s2.acc: 93.7415, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0534, loss: 1.1769 2024-03-11 02:38:09,389 - mmdet - INFO - Epoch [15][1150/7330] lr: 1.342e-05, eta: 2 days, 15:54:23, time: 1.422, data_time: 0.110, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1672, s0.acc: 94.2791, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2270, s1.loss_cls: 0.0789, s1.acc: 94.4988, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1109, s2.loss_cls: 0.0394, s2.acc: 94.3260, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0521, loss: 1.1198 2024-03-11 02:39:23,361 - mmdet - INFO - Epoch [15][1200/7330] lr: 1.342e-05, eta: 2 days, 15:53:14, time: 1.479, data_time: 0.210, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1659, s0.acc: 94.1829, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2332, s1.loss_cls: 0.0776, s1.acc: 94.4197, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1139, s2.loss_cls: 0.0386, s2.acc: 94.2035, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0531, loss: 1.1222 2024-03-11 02:40:30,580 - mmdet - INFO - Epoch [15][1250/7330] lr: 1.342e-05, eta: 2 days, 15:51:55, time: 1.344, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1578, s0.acc: 94.4990, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2280, s1.loss_cls: 0.0753, s1.acc: 94.5942, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1120, s2.loss_cls: 0.0372, s2.acc: 94.5424, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0532, loss: 1.0808 2024-03-11 02:41:43,582 - mmdet - INFO - Epoch [15][1300/7330] lr: 1.342e-05, eta: 2 days, 15:50:45, time: 1.460, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1580, s0.acc: 94.5042, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2251, s1.loss_cls: 0.0746, s1.acc: 94.6628, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1096, s2.loss_cls: 0.0370, s2.acc: 94.5209, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0517, loss: 1.0860 2024-03-11 02:42:53,157 - mmdet - INFO - Epoch [15][1350/7330] lr: 1.342e-05, eta: 2 days, 15:49:30, time: 1.392, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1614, s0.acc: 94.5134, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2312, s1.loss_cls: 0.0775, s1.acc: 94.5708, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1124, s2.loss_cls: 0.0381, s2.acc: 94.5214, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0527, loss: 1.0994 2024-03-11 02:44:04,384 - mmdet - INFO - Epoch [15][1400/7330] lr: 1.342e-05, eta: 2 days, 15:48:17, time: 1.425, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1755, s0.acc: 94.0286, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2355, s1.loss_cls: 0.0824, s1.acc: 94.2409, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1154, s2.loss_cls: 0.0409, s2.acc: 94.1680, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0540, loss: 1.1545 2024-03-11 02:45:19,281 - mmdet - INFO - Epoch [15][1450/7330] lr: 1.342e-05, eta: 2 days, 15:47:10, time: 1.498, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1589, s0.acc: 94.3899, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2309, s1.loss_cls: 0.0759, s1.acc: 94.5284, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1126, s2.loss_cls: 0.0381, s2.acc: 94.3352, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0529, loss: 1.1019 2024-03-11 02:46:31,072 - mmdet - INFO - Epoch [15][1500/7330] lr: 1.342e-05, eta: 2 days, 15:45:58, time: 1.436, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1609, s0.acc: 94.3711, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2344, s1.loss_cls: 0.0765, s1.acc: 94.4830, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1139, s2.loss_cls: 0.0385, s2.acc: 94.3841, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0534, loss: 1.1176 2024-03-11 02:47:42,717 - mmdet - INFO - Epoch [15][1550/7330] lr: 1.342e-05, eta: 2 days, 15:44:46, time: 1.433, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1675, s0.acc: 94.1785, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2327, s1.loss_cls: 0.0790, s1.acc: 94.4099, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1113, s2.loss_cls: 0.0388, s2.acc: 94.3703, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0521, loss: 1.1193 2024-03-11 02:48:54,336 - mmdet - INFO - Epoch [15][1600/7330] lr: 1.342e-05, eta: 2 days, 15:43:33, time: 1.432, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1615, s0.acc: 94.3391, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2338, s1.loss_cls: 0.0765, s1.acc: 94.5516, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1118, s2.loss_cls: 0.0380, s2.acc: 94.3832, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0523, loss: 1.1033 2024-03-11 02:50:06,157 - mmdet - INFO - Epoch [15][1650/7330] lr: 1.342e-05, eta: 2 days, 15:42:22, time: 1.436, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1780, s0.acc: 93.8496, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2389, s1.loss_cls: 0.0842, s1.acc: 94.0368, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1158, s2.loss_cls: 0.0419, s2.acc: 93.8748, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0541, loss: 1.1754 2024-03-11 02:51:20,895 - mmdet - INFO - Epoch [15][1700/7330] lr: 1.342e-05, eta: 2 days, 15:41:14, time: 1.495, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1717, s0.acc: 93.9844, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2365, s1.loss_cls: 0.0818, s1.acc: 94.1675, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1148, s2.loss_cls: 0.0403, s2.acc: 94.0856, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0536, loss: 1.1512 2024-03-11 02:52:34,796 - mmdet - INFO - Epoch [15][1750/7330] lr: 1.342e-05, eta: 2 days, 15:40:05, time: 1.478, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1638, s0.acc: 94.2939, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2313, s1.loss_cls: 0.0769, s1.acc: 94.5044, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1123, s2.loss_cls: 0.0381, s2.acc: 94.3850, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0529, loss: 1.1162 2024-03-11 02:53:44,923 - mmdet - INFO - Epoch [15][1800/7330] lr: 1.342e-05, eta: 2 days, 15:38:51, time: 1.402, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1638, s0.acc: 94.2900, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2333, s1.loss_cls: 0.0771, s1.acc: 94.3804, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1141, s2.loss_cls: 0.0381, s2.acc: 94.3567, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0535, loss: 1.1225 2024-03-11 02:54:54,790 - mmdet - INFO - Epoch [15][1850/7330] lr: 1.342e-05, eta: 2 days, 15:37:36, time: 1.397, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1699, s0.acc: 94.0859, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2371, s1.loss_cls: 0.0798, s1.acc: 94.3168, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1164, s2.loss_cls: 0.0399, s2.acc: 94.0666, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0550, loss: 1.1502 2024-03-11 02:56:05,626 - mmdet - INFO - Epoch [15][1900/7330] lr: 1.342e-05, eta: 2 days, 15:36:23, time: 1.417, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1665, s0.acc: 94.2278, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2355, s1.loss_cls: 0.0784, s1.acc: 94.3706, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1140, s2.loss_cls: 0.0387, s2.acc: 94.1863, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0530, loss: 1.1273 2024-03-11 02:57:14,566 - mmdet - INFO - Epoch [15][1950/7330] lr: 1.342e-05, eta: 2 days, 15:35:06, time: 1.379, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1676, s0.acc: 94.0476, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2394, s1.loss_cls: 0.0799, s1.acc: 94.2048, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1156, s2.loss_cls: 0.0401, s2.acc: 93.9930, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0539, loss: 1.1472 2024-03-11 02:58:26,567 - mmdet - INFO - Epoch [15][2000/7330] lr: 1.342e-05, eta: 2 days, 15:33:55, time: 1.440, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1731, s0.acc: 93.9890, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2383, s1.loss_cls: 0.0815, s1.acc: 94.1994, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1154, s2.loss_cls: 0.0407, s2.acc: 94.0811, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0542, loss: 1.1499 2024-03-11 02:59:39,669 - mmdet - INFO - Epoch [15][2050/7330] lr: 1.342e-05, eta: 2 days, 15:32:45, time: 1.462, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1649, s0.acc: 94.2507, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2328, s1.loss_cls: 0.0773, s1.acc: 94.5409, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1124, s2.loss_cls: 0.0388, s2.acc: 94.3200, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0527, loss: 1.1193 2024-03-11 03:00:58,148 - mmdet - INFO - Epoch [15][2100/7330] lr: 1.342e-05, eta: 2 days, 15:31:43, time: 1.570, data_time: 0.226, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1707, s0.acc: 94.0659, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2375, s1.loss_cls: 0.0801, s1.acc: 94.2597, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1154, s2.loss_cls: 0.0397, s2.acc: 94.1302, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0539, loss: 1.1611 2024-03-11 03:02:10,830 - mmdet - INFO - Epoch [15][2150/7330] lr: 1.342e-05, eta: 2 days, 15:30:33, time: 1.453, data_time: 0.234, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1617, s0.acc: 94.4197, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2317, s1.loss_cls: 0.0756, s1.acc: 94.7045, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1119, s2.loss_cls: 0.0375, s2.acc: 94.5257, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0525, loss: 1.1091 2024-03-11 03:03:22,437 - mmdet - INFO - Epoch [15][2200/7330] lr: 1.342e-05, eta: 2 days, 15:29:20, time: 1.432, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1690, s0.acc: 94.0510, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2363, s1.loss_cls: 0.0806, s1.acc: 94.1615, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1140, s2.loss_cls: 0.0400, s2.acc: 94.1197, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0531, loss: 1.1500 2024-03-11 03:04:35,478 - mmdet - INFO - Epoch [15][2250/7330] lr: 1.342e-05, eta: 2 days, 15:28:10, time: 1.461, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1671, s0.acc: 94.2505, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2343, s1.loss_cls: 0.0795, s1.acc: 94.3299, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1135, s2.loss_cls: 0.0394, s2.acc: 94.1947, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0529, loss: 1.1188 2024-03-11 03:05:50,514 - mmdet - INFO - Epoch [15][2300/7330] lr: 1.342e-05, eta: 2 days, 15:27:03, time: 1.501, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1764, s0.acc: 93.8677, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2393, s1.loss_cls: 0.0832, s1.acc: 94.1081, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1169, s2.loss_cls: 0.0413, s2.acc: 93.9555, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0544, loss: 1.1726 2024-03-11 03:07:04,949 - mmdet - INFO - Epoch [15][2350/7330] lr: 1.342e-05, eta: 2 days, 15:25:55, time: 1.489, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1657, s0.acc: 94.2173, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2325, s1.loss_cls: 0.0782, s1.acc: 94.3695, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1126, s2.loss_cls: 0.0385, s2.acc: 94.3098, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0524, loss: 1.1201 2024-03-11 03:08:20,814 - mmdet - INFO - Epoch [15][2400/7330] lr: 1.342e-05, eta: 2 days, 15:24:50, time: 1.517, data_time: 0.220, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1745, s0.acc: 93.9214, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2379, s1.loss_cls: 0.0817, s1.acc: 94.1833, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1153, s2.loss_cls: 0.0407, s2.acc: 93.9999, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0537, loss: 1.1662 2024-03-11 03:09:34,347 - mmdet - INFO - Epoch [15][2450/7330] lr: 1.342e-05, eta: 2 days, 15:23:40, time: 1.470, data_time: 0.238, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1707, s0.acc: 94.0107, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2332, s1.loss_cls: 0.0814, s1.acc: 94.1043, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1137, s2.loss_cls: 0.0402, s2.acc: 93.9546, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0530, loss: 1.1384 2024-03-11 03:10:44,404 - mmdet - INFO - Epoch [15][2500/7330] lr: 1.342e-05, eta: 2 days, 15:22:26, time: 1.401, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1612, s0.acc: 94.4456, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2365, s1.loss_cls: 0.0758, s1.acc: 94.6367, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1139, s2.loss_cls: 0.0374, s2.acc: 94.6064, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0532, loss: 1.1107 2024-03-11 03:11:56,753 - mmdet - INFO - Epoch [15][2550/7330] lr: 1.342e-05, eta: 2 days, 15:21:15, time: 1.447, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1596, s0.acc: 94.4727, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2288, s1.loss_cls: 0.0744, s1.acc: 94.6665, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1109, s2.loss_cls: 0.0370, s2.acc: 94.4389, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0518, loss: 1.0879 2024-03-11 03:13:08,906 - mmdet - INFO - Epoch [15][2600/7330] lr: 1.342e-05, eta: 2 days, 15:20:03, time: 1.443, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1708, s0.acc: 94.1108, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2382, s1.loss_cls: 0.0809, s1.acc: 94.3124, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1152, s2.loss_cls: 0.0403, s2.acc: 94.1899, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0534, loss: 1.1478 2024-03-11 03:14:18,830 - mmdet - INFO - Epoch [15][2650/7330] lr: 1.342e-05, eta: 2 days, 15:18:48, time: 1.398, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1701, s0.acc: 94.1658, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2367, s1.loss_cls: 0.0801, s1.acc: 94.3637, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1153, s2.loss_cls: 0.0399, s2.acc: 94.2125, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0541, loss: 1.1460 2024-03-11 03:15:34,022 - mmdet - INFO - Epoch [15][2700/7330] lr: 1.342e-05, eta: 2 days, 15:17:42, time: 1.504, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1785, s0.acc: 93.8633, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2402, s1.loss_cls: 0.0844, s1.acc: 94.0953, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1160, s2.loss_cls: 0.0420, s2.acc: 93.9089, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0546, loss: 1.1801 2024-03-11 03:16:50,103 - mmdet - INFO - Epoch [15][2750/7330] lr: 1.342e-05, eta: 2 days, 15:16:36, time: 1.522, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1710, s0.acc: 94.1265, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2346, s1.loss_cls: 0.0814, s1.acc: 94.2249, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1150, s2.loss_cls: 0.0405, s2.acc: 94.1268, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0544, loss: 1.1427 2024-03-11 03:18:05,649 - mmdet - INFO - Epoch [15][2800/7330] lr: 1.342e-05, eta: 2 days, 15:15:30, time: 1.511, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1693, s0.acc: 94.2026, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2350, s1.loss_cls: 0.0789, s1.acc: 94.4340, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1152, s2.loss_cls: 0.0392, s2.acc: 94.3002, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0541, loss: 1.1399 2024-03-11 03:19:18,276 - mmdet - INFO - Epoch [15][2850/7330] lr: 1.342e-05, eta: 2 days, 15:14:19, time: 1.453, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1668, s0.acc: 94.2744, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2277, s1.loss_cls: 0.0798, s1.acc: 94.4105, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1117, s2.loss_cls: 0.0394, s2.acc: 94.2901, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0521, loss: 1.1155 2024-03-11 03:20:30,168 - mmdet - INFO - Epoch [15][2900/7330] lr: 1.342e-05, eta: 2 days, 15:13:07, time: 1.438, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1673, s0.acc: 94.2319, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2280, s1.loss_cls: 0.0797, s1.acc: 94.4327, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1103, s2.loss_cls: 0.0397, s2.acc: 94.3213, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0516, loss: 1.1115 2024-03-11 03:21:47,827 - mmdet - INFO - Epoch [15][2950/7330] lr: 1.342e-05, eta: 2 days, 15:12:04, time: 1.553, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1771, s0.acc: 93.9580, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2395, s1.loss_cls: 0.0836, s1.acc: 94.1276, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1149, s2.loss_cls: 0.0411, s2.acc: 94.0838, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0535, loss: 1.1600 2024-03-11 03:22:57,007 - mmdet - INFO - Epoch [15][3000/7330] lr: 1.342e-05, eta: 2 days, 15:10:48, time: 1.384, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1694, s0.acc: 94.0984, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2360, s1.loss_cls: 0.0801, s1.acc: 94.2464, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1153, s2.loss_cls: 0.0393, s2.acc: 94.1439, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0540, loss: 1.1495 2024-03-11 03:24:12,619 - mmdet - INFO - Epoch [15][3050/7330] lr: 1.342e-05, eta: 2 days, 15:09:42, time: 1.512, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1725, s0.acc: 94.0061, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2426, s1.loss_cls: 0.0815, s1.acc: 94.1969, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1172, s2.loss_cls: 0.0402, s2.acc: 94.1637, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0549, loss: 1.1600 2024-03-11 03:25:24,316 - mmdet - INFO - Epoch [15][3100/7330] lr: 1.342e-05, eta: 2 days, 15:08:30, time: 1.434, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1728, s0.acc: 94.0256, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2415, s1.loss_cls: 0.0818, s1.acc: 94.1483, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1166, s2.loss_cls: 0.0398, s2.acc: 94.1039, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0544, loss: 1.1550 2024-03-11 03:26:37,722 - mmdet - INFO - Epoch [15][3150/7330] lr: 1.342e-05, eta: 2 days, 15:07:20, time: 1.468, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1742, s0.acc: 94.0071, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2410, s1.loss_cls: 0.0826, s1.acc: 94.2801, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1178, s2.loss_cls: 0.0407, s2.acc: 94.0664, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0555, loss: 1.1659 2024-03-11 03:27:48,815 - mmdet - INFO - Epoch [15][3200/7330] lr: 1.342e-05, eta: 2 days, 15:06:07, time: 1.422, data_time: 0.119, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1636, s0.acc: 94.2561, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2303, s1.loss_cls: 0.0775, s1.acc: 94.4114, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1122, s2.loss_cls: 0.0384, s2.acc: 94.3079, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0525, loss: 1.1134 2024-03-11 03:29:02,546 - mmdet - INFO - Epoch [15][3250/7330] lr: 1.342e-05, eta: 2 days, 15:04:58, time: 1.474, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1704, s0.acc: 94.1282, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2322, s1.loss_cls: 0.0801, s1.acc: 94.3353, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1141, s2.loss_cls: 0.0398, s2.acc: 94.2759, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0537, loss: 1.1455 2024-03-11 03:30:11,444 - mmdet - INFO - Epoch [15][3300/7330] lr: 1.342e-05, eta: 2 days, 15:03:42, time: 1.378, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1725, s0.acc: 94.0085, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2355, s1.loss_cls: 0.0810, s1.acc: 94.1732, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1152, s2.loss_cls: 0.0401, s2.acc: 94.1173, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0538, loss: 1.1527 2024-03-11 03:31:23,425 - mmdet - INFO - Epoch [15][3350/7330] lr: 1.342e-05, eta: 2 days, 15:02:30, time: 1.440, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1698, s0.acc: 94.2236, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2319, s1.loss_cls: 0.0792, s1.acc: 94.4878, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1138, s2.loss_cls: 0.0390, s2.acc: 94.4464, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0530, loss: 1.1240 2024-03-11 03:32:31,782 - mmdet - INFO - Epoch [15][3400/7330] lr: 1.342e-05, eta: 2 days, 15:01:13, time: 1.367, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1648, s0.acc: 94.2925, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2339, s1.loss_cls: 0.0773, s1.acc: 94.4971, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1140, s2.loss_cls: 0.0382, s2.acc: 94.3724, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0532, loss: 1.1231 2024-03-11 03:33:44,149 - mmdet - INFO - Epoch [15][3450/7330] lr: 1.342e-05, eta: 2 days, 15:00:02, time: 1.447, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1685, s0.acc: 94.1887, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2334, s1.loss_cls: 0.0791, s1.acc: 94.3667, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1131, s2.loss_cls: 0.0393, s2.acc: 94.2482, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0528, loss: 1.1225 2024-03-11 03:34:58,736 - mmdet - INFO - Epoch [15][3500/7330] lr: 1.342e-05, eta: 2 days, 14:58:54, time: 1.492, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1756, s0.acc: 93.9392, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2339, s1.loss_cls: 0.0823, s1.acc: 94.0801, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1140, s2.loss_cls: 0.0412, s2.acc: 93.9385, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0537, loss: 1.1567 2024-03-11 03:36:12,709 - mmdet - INFO - Epoch [15][3550/7330] lr: 1.342e-05, eta: 2 days, 14:57:46, time: 1.479, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1701, s0.acc: 94.1650, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2343, s1.loss_cls: 0.0795, s1.acc: 94.4222, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1133, s2.loss_cls: 0.0391, s2.acc: 94.2787, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0529, loss: 1.1317 2024-03-11 03:37:32,659 - mmdet - INFO - Epoch [15][3600/7330] lr: 1.342e-05, eta: 2 days, 14:56:46, time: 1.599, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1803, s0.acc: 93.8442, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2376, s1.loss_cls: 0.0849, s1.acc: 94.0158, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1147, s2.loss_cls: 0.0420, s2.acc: 93.8453, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0535, loss: 1.1708 2024-03-11 03:38:48,916 - mmdet - INFO - Epoch [15][3650/7330] lr: 1.342e-05, eta: 2 days, 14:55:40, time: 1.525, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1722, s0.acc: 94.0325, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2329, s1.loss_cls: 0.0810, s1.acc: 94.2292, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1133, s2.loss_cls: 0.0401, s2.acc: 94.1283, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0528, loss: 1.1415 2024-03-11 03:40:00,637 - mmdet - INFO - Epoch [15][3700/7330] lr: 1.342e-05, eta: 2 days, 14:54:28, time: 1.434, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1648, s0.acc: 94.1653, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2318, s1.loss_cls: 0.0775, s1.acc: 94.3541, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1131, s2.loss_cls: 0.0386, s2.acc: 94.1886, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0531, loss: 1.1254 2024-03-11 03:41:21,943 - mmdet - INFO - Epoch [15][3750/7330] lr: 1.342e-05, eta: 2 days, 14:53:30, time: 1.626, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1656, s0.acc: 94.2905, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2313, s1.loss_cls: 0.0782, s1.acc: 94.4216, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1124, s2.loss_cls: 0.0387, s2.acc: 94.2236, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0527, loss: 1.1106 2024-03-11 03:42:32,451 - mmdet - INFO - Epoch [15][3800/7330] lr: 1.342e-05, eta: 2 days, 14:52:17, time: 1.410, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1675, s0.acc: 94.2239, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2308, s1.loss_cls: 0.0787, s1.acc: 94.3927, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1126, s2.loss_cls: 0.0390, s2.acc: 94.3070, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0524, loss: 1.1113 2024-03-11 03:43:46,260 - mmdet - INFO - Epoch [15][3850/7330] lr: 1.342e-05, eta: 2 days, 14:51:08, time: 1.476, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1624, s0.acc: 94.3660, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2351, s1.loss_cls: 0.0758, s1.acc: 94.6012, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1145, s2.loss_cls: 0.0378, s2.acc: 94.4203, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0537, loss: 1.1283 2024-03-11 03:45:00,835 - mmdet - INFO - Epoch [15][3900/7330] lr: 1.342e-05, eta: 2 days, 14:50:00, time: 1.491, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1639, s0.acc: 94.2573, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2328, s1.loss_cls: 0.0769, s1.acc: 94.4831, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1141, s2.loss_cls: 0.0376, s2.acc: 94.4715, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0533, loss: 1.1104 2024-03-11 03:46:12,204 - mmdet - INFO - Epoch [15][3950/7330] lr: 1.342e-05, eta: 2 days, 14:48:47, time: 1.427, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1701, s0.acc: 93.9810, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2406, s1.loss_cls: 0.0810, s1.acc: 94.2128, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1175, s2.loss_cls: 0.0402, s2.acc: 94.1873, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0553, loss: 1.1643 2024-03-11 03:47:24,676 - mmdet - INFO - Epoch [15][4000/7330] lr: 1.342e-05, eta: 2 days, 14:47:36, time: 1.449, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1741, s0.acc: 94.0952, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2347, s1.loss_cls: 0.0811, s1.acc: 94.4130, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1158, s2.loss_cls: 0.0397, s2.acc: 94.3265, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0542, loss: 1.1488 2024-03-11 03:48:35,551 - mmdet - INFO - Epoch [15][4050/7330] lr: 1.342e-05, eta: 2 days, 14:46:23, time: 1.417, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1669, s0.acc: 94.2649, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2319, s1.loss_cls: 0.0781, s1.acc: 94.5144, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1138, s2.loss_cls: 0.0386, s2.acc: 94.4434, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0534, loss: 1.1201 2024-03-11 03:49:46,631 - mmdet - INFO - Epoch [15][4100/7330] lr: 1.342e-05, eta: 2 days, 14:45:10, time: 1.422, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1648, s0.acc: 94.2053, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2356, s1.loss_cls: 0.0783, s1.acc: 94.3549, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1145, s2.loss_cls: 0.0389, s2.acc: 94.2048, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0535, loss: 1.1281 2024-03-11 03:50:59,533 - mmdet - INFO - Epoch [15][4150/7330] lr: 1.342e-05, eta: 2 days, 14:43:59, time: 1.458, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1623, s0.acc: 94.4290, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2341, s1.loss_cls: 0.0759, s1.acc: 94.7094, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1141, s2.loss_cls: 0.0373, s2.acc: 94.6006, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0536, loss: 1.1075 2024-03-11 03:52:09,359 - mmdet - INFO - Epoch [15][4200/7330] lr: 1.342e-05, eta: 2 days, 14:42:44, time: 1.397, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1755, s0.acc: 93.9570, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2405, s1.loss_cls: 0.0833, s1.acc: 94.0787, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1172, s2.loss_cls: 0.0410, s2.acc: 94.0286, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0548, loss: 1.1651 2024-03-11 03:53:21,959 - mmdet - INFO - Epoch [15][4250/7330] lr: 1.342e-05, eta: 2 days, 14:41:34, time: 1.452, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1651, s0.acc: 94.3357, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2380, s1.loss_cls: 0.0778, s1.acc: 94.4488, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1159, s2.loss_cls: 0.0389, s2.acc: 94.3615, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0538, loss: 1.1187 2024-03-11 03:54:31,645 - mmdet - INFO - Epoch [15][4300/7330] lr: 1.342e-05, eta: 2 days, 14:40:19, time: 1.393, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1705, s0.acc: 94.1873, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2345, s1.loss_cls: 0.0796, s1.acc: 94.4284, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1127, s2.loss_cls: 0.0384, s2.acc: 94.4341, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0525, loss: 1.1314 2024-03-11 03:55:44,847 - mmdet - INFO - Epoch [15][4350/7330] lr: 1.342e-05, eta: 2 days, 14:39:09, time: 1.464, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1782, s0.acc: 93.8872, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2352, s1.loss_cls: 0.0840, s1.acc: 94.1037, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1144, s2.loss_cls: 0.0415, s2.acc: 94.0567, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0537, loss: 1.1578 2024-03-11 03:57:00,813 - mmdet - INFO - Epoch [15][4400/7330] lr: 1.342e-05, eta: 2 days, 14:38:03, time: 1.519, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1591, s0.acc: 94.4585, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2325, s1.loss_cls: 0.0748, s1.acc: 94.6476, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1134, s2.loss_cls: 0.0371, s2.acc: 94.5941, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0535, loss: 1.1026 2024-03-11 03:58:12,516 - mmdet - INFO - Epoch [15][4450/7330] lr: 1.342e-05, eta: 2 days, 14:36:51, time: 1.434, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1772, s0.acc: 93.8330, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2335, s1.loss_cls: 0.0825, s1.acc: 94.1287, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1137, s2.loss_cls: 0.0411, s2.acc: 93.9846, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0531, loss: 1.1627 2024-03-11 03:59:21,981 - mmdet - INFO - Epoch [15][4500/7330] lr: 1.342e-05, eta: 2 days, 14:35:35, time: 1.389, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1660, s0.acc: 94.1714, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2334, s1.loss_cls: 0.0789, s1.acc: 94.2666, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1153, s2.loss_cls: 0.0398, s2.acc: 94.0798, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0542, loss: 1.1341 2024-03-11 04:00:32,879 - mmdet - INFO - Epoch [15][4550/7330] lr: 1.342e-05, eta: 2 days, 14:34:22, time: 1.418, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1729, s0.acc: 93.9653, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2370, s1.loss_cls: 0.0811, s1.acc: 94.1384, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1151, s2.loss_cls: 0.0404, s2.acc: 94.0117, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0540, loss: 1.1655 2024-03-11 04:01:43,588 - mmdet - INFO - Epoch [15][4600/7330] lr: 1.342e-05, eta: 2 days, 14:33:08, time: 1.414, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1602, s0.acc: 94.3818, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2305, s1.loss_cls: 0.0756, s1.acc: 94.6648, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1118, s2.loss_cls: 0.0376, s2.acc: 94.4995, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0524, loss: 1.1038 2024-03-11 04:02:54,617 - mmdet - INFO - Epoch [15][4650/7330] lr: 1.342e-05, eta: 2 days, 14:31:55, time: 1.421, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1666, s0.acc: 94.2009, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2307, s1.loss_cls: 0.0796, s1.acc: 94.2901, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1122, s2.loss_cls: 0.0396, s2.acc: 94.2150, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0524, loss: 1.1283 2024-03-11 04:04:08,990 - mmdet - INFO - Epoch [15][4700/7330] lr: 1.342e-05, eta: 2 days, 14:30:47, time: 1.487, data_time: 0.119, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1626, s0.acc: 94.2808, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2329, s1.loss_cls: 0.0759, s1.acc: 94.5975, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1133, s2.loss_cls: 0.0378, s2.acc: 94.4829, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0531, loss: 1.1222 2024-03-11 04:05:18,892 - mmdet - INFO - Epoch [15][4750/7330] lr: 1.342e-05, eta: 2 days, 14:29:32, time: 1.398, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1708, s0.acc: 94.0945, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2316, s1.loss_cls: 0.0815, s1.acc: 94.1558, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1132, s2.loss_cls: 0.0404, s2.acc: 94.0351, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0530, loss: 1.1294 2024-03-11 04:06:29,856 - mmdet - INFO - Epoch [15][4800/7330] lr: 1.342e-05, eta: 2 days, 14:28:19, time: 1.419, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1768, s0.acc: 94.0447, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2392, s1.loss_cls: 0.0832, s1.acc: 94.2423, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1155, s2.loss_cls: 0.0416, s2.acc: 94.1130, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0537, loss: 1.1547 2024-03-11 04:07:42,928 - mmdet - INFO - Epoch [15][4850/7330] lr: 1.342e-05, eta: 2 days, 14:27:09, time: 1.461, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1699, s0.acc: 94.1562, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2341, s1.loss_cls: 0.0799, s1.acc: 94.3472, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1133, s2.loss_cls: 0.0400, s2.acc: 94.2151, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0532, loss: 1.1311 2024-03-11 04:08:52,299 - mmdet - INFO - Epoch [15][4900/7330] lr: 1.342e-05, eta: 2 days, 14:25:53, time: 1.387, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1706, s0.acc: 94.2024, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2350, s1.loss_cls: 0.0802, s1.acc: 94.3613, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1150, s2.loss_cls: 0.0390, s2.acc: 94.3564, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0543, loss: 1.1350 2024-03-11 04:10:05,792 - mmdet - INFO - Epoch [15][4950/7330] lr: 1.342e-05, eta: 2 days, 14:24:44, time: 1.470, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1766, s0.acc: 93.9180, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2383, s1.loss_cls: 0.0839, s1.acc: 94.0610, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1153, s2.loss_cls: 0.0412, s2.acc: 93.9941, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0540, loss: 1.1702 2024-03-11 04:11:20,701 - mmdet - INFO - Epoch [15][5000/7330] lr: 1.342e-05, eta: 2 days, 14:23:36, time: 1.498, data_time: 0.218, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1648, s0.acc: 94.2363, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2308, s1.loss_cls: 0.0782, s1.acc: 94.4878, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1129, s2.loss_cls: 0.0386, s2.acc: 94.3133, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0528, loss: 1.1223 2024-03-11 04:12:38,158 - mmdet - INFO - Epoch [15][5050/7330] lr: 1.342e-05, eta: 2 days, 14:22:33, time: 1.549, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1688, s0.acc: 94.0901, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2287, s1.loss_cls: 0.0799, s1.acc: 94.2730, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1103, s2.loss_cls: 0.0392, s2.acc: 94.2637, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0516, loss: 1.1284 2024-03-11 04:13:50,538 - mmdet - INFO - Epoch [15][5100/7330] lr: 1.342e-05, eta: 2 days, 14:21:22, time: 1.447, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1583, s0.acc: 94.4072, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2304, s1.loss_cls: 0.0746, s1.acc: 94.6267, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1130, s2.loss_cls: 0.0373, s2.acc: 94.4733, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0530, loss: 1.1003 2024-03-11 04:15:03,342 - mmdet - INFO - Epoch [15][5150/7330] lr: 1.342e-05, eta: 2 days, 14:20:11, time: 1.456, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1872, s0.acc: 93.6262, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2366, s1.loss_cls: 0.0877, s1.acc: 93.8092, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1143, s2.loss_cls: 0.0434, s2.acc: 93.7301, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0537, loss: 1.1882 2024-03-11 04:16:14,760 - mmdet - INFO - Epoch [15][5200/7330] lr: 1.342e-05, eta: 2 days, 14:18:58, time: 1.428, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1822, s0.acc: 93.8589, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2374, s1.loss_cls: 0.0857, s1.acc: 94.1147, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1157, s2.loss_cls: 0.0423, s2.acc: 93.9808, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0537, loss: 1.1597 2024-03-11 04:17:27,976 - mmdet - INFO - Epoch [15][5250/7330] lr: 1.342e-05, eta: 2 days, 14:17:49, time: 1.464, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1587, s0.acc: 94.4795, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2322, s1.loss_cls: 0.0758, s1.acc: 94.5992, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1139, s2.loss_cls: 0.0377, s2.acc: 94.5250, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0534, loss: 1.1074 2024-03-11 04:18:39,704 - mmdet - INFO - Epoch [15][5300/7330] lr: 1.342e-05, eta: 2 days, 14:16:36, time: 1.435, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1662, s0.acc: 94.2542, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2361, s1.loss_cls: 0.0783, s1.acc: 94.4563, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1146, s2.loss_cls: 0.0387, s2.acc: 94.3368, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0534, loss: 1.1381 2024-03-11 04:19:53,624 - mmdet - INFO - Epoch [15][5350/7330] lr: 1.342e-05, eta: 2 days, 14:15:28, time: 1.478, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1722, s0.acc: 94.0811, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2310, s1.loss_cls: 0.0817, s1.acc: 94.2013, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1106, s2.loss_cls: 0.0405, s2.acc: 94.2034, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0518, loss: 1.1290 2024-03-11 04:21:03,817 - mmdet - INFO - Epoch [15][5400/7330] lr: 1.342e-05, eta: 2 days, 14:14:13, time: 1.404, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1743, s0.acc: 94.0500, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2384, s1.loss_cls: 0.0827, s1.acc: 94.2284, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1154, s2.loss_cls: 0.0413, s2.acc: 94.0794, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0541, loss: 1.1570 2024-03-11 04:22:16,367 - mmdet - INFO - Epoch [15][5450/7330] lr: 1.342e-05, eta: 2 days, 14:13:02, time: 1.451, data_time: 0.250, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1749, s0.acc: 93.9995, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2365, s1.loss_cls: 0.0834, s1.acc: 94.1728, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1144, s2.loss_cls: 0.0404, s2.acc: 94.2010, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0536, loss: 1.1508 2024-03-11 04:23:25,150 - mmdet - INFO - Epoch [15][5500/7330] lr: 1.342e-05, eta: 2 days, 14:11:46, time: 1.376, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1654, s0.acc: 94.2551, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2296, s1.loss_cls: 0.0768, s1.acc: 94.5340, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1115, s2.loss_cls: 0.0380, s2.acc: 94.5067, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0522, loss: 1.1102 2024-03-11 04:24:33,145 - mmdet - INFO - Epoch [15][5550/7330] lr: 1.342e-05, eta: 2 days, 14:10:29, time: 1.360, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1657, s0.acc: 94.2095, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2424, s1.loss_cls: 0.0781, s1.acc: 94.4318, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1190, s2.loss_cls: 0.0391, s2.acc: 94.2684, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0560, loss: 1.1318 2024-03-11 04:25:44,704 - mmdet - INFO - Epoch [15][5600/7330] lr: 1.342e-05, eta: 2 days, 14:09:16, time: 1.431, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1673, s0.acc: 94.2456, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2358, s1.loss_cls: 0.0780, s1.acc: 94.4572, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1142, s2.loss_cls: 0.0390, s2.acc: 94.3018, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0536, loss: 1.1264 2024-03-11 04:26:58,177 - mmdet - INFO - Epoch [15][5650/7330] lr: 1.342e-05, eta: 2 days, 14:08:07, time: 1.469, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1716, s0.acc: 93.9863, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2419, s1.loss_cls: 0.0820, s1.acc: 94.1335, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1186, s2.loss_cls: 0.0407, s2.acc: 94.0116, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0556, loss: 1.1671 2024-03-11 04:28:13,937 - mmdet - INFO - Epoch [15][5700/7330] lr: 1.342e-05, eta: 2 days, 14:07:00, time: 1.515, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1739, s0.acc: 93.8828, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2345, s1.loss_cls: 0.0814, s1.acc: 94.1623, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1136, s2.loss_cls: 0.0403, s2.acc: 94.0929, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0528, loss: 1.1547 2024-03-11 04:29:27,890 - mmdet - INFO - Epoch [15][5750/7330] lr: 1.342e-05, eta: 2 days, 14:05:51, time: 1.479, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1871, s0.acc: 93.6846, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2405, s1.loss_cls: 0.0886, s1.acc: 93.8522, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1169, s2.loss_cls: 0.0435, s2.acc: 93.7768, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0545, loss: 1.2021 2024-03-11 04:30:36,102 - mmdet - INFO - Epoch [15][5800/7330] lr: 1.342e-05, eta: 2 days, 14:04:34, time: 1.364, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1657, s0.acc: 94.3066, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2362, s1.loss_cls: 0.0792, s1.acc: 94.4948, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1138, s2.loss_cls: 0.0390, s2.acc: 94.3227, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0526, loss: 1.1195 2024-03-11 04:31:48,529 - mmdet - INFO - Epoch [15][5850/7330] lr: 1.342e-05, eta: 2 days, 14:03:23, time: 1.449, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1674, s0.acc: 94.1814, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2329, s1.loss_cls: 0.0790, s1.acc: 94.3686, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1133, s2.loss_cls: 0.0394, s2.acc: 94.2769, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0530, loss: 1.1302 2024-03-11 04:32:59,616 - mmdet - INFO - Epoch [15][5900/7330] lr: 1.342e-05, eta: 2 days, 14:02:10, time: 1.421, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1595, s0.acc: 94.3618, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2300, s1.loss_cls: 0.0748, s1.acc: 94.5056, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1120, s2.loss_cls: 0.0373, s2.acc: 94.3813, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0525, loss: 1.0916 2024-03-11 04:34:11,602 - mmdet - INFO - Epoch [15][5950/7330] lr: 1.342e-05, eta: 2 days, 14:00:58, time: 1.440, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1708, s0.acc: 94.1792, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2338, s1.loss_cls: 0.0800, s1.acc: 94.4230, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1128, s2.loss_cls: 0.0394, s2.acc: 94.3175, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0529, loss: 1.1332 2024-03-11 04:35:24,747 - mmdet - INFO - Epoch [15][6000/7330] lr: 1.342e-05, eta: 2 days, 13:59:48, time: 1.463, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1791, s0.acc: 93.9355, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2386, s1.loss_cls: 0.0842, s1.acc: 94.0547, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1160, s2.loss_cls: 0.0417, s2.acc: 93.9337, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0538, loss: 1.1682 2024-03-11 04:36:37,259 - mmdet - INFO - Epoch [15][6050/7330] lr: 1.342e-05, eta: 2 days, 13:58:37, time: 1.451, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1628, s0.acc: 94.2913, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2369, s1.loss_cls: 0.0763, s1.acc: 94.6003, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1148, s2.loss_cls: 0.0381, s2.acc: 94.5207, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0535, loss: 1.1222 2024-03-11 04:37:54,283 - mmdet - INFO - Epoch [15][6100/7330] lr: 1.342e-05, eta: 2 days, 13:57:33, time: 1.540, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1713, s0.acc: 94.0903, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2251, s1.loss_cls: 0.0802, s1.acc: 94.3497, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1106, s2.loss_cls: 0.0405, s2.acc: 94.1674, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0522, loss: 1.1200 2024-03-11 04:39:04,655 - mmdet - INFO - Epoch [15][6150/7330] lr: 1.342e-05, eta: 2 days, 13:56:19, time: 1.407, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1652, s0.acc: 94.2937, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2310, s1.loss_cls: 0.0775, s1.acc: 94.4527, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1123, s2.loss_cls: 0.0389, s2.acc: 94.3291, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0525, loss: 1.1094 2024-03-11 04:40:15,902 - mmdet - INFO - Epoch [15][6200/7330] lr: 1.342e-05, eta: 2 days, 13:55:06, time: 1.425, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1752, s0.acc: 94.0281, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2323, s1.loss_cls: 0.0828, s1.acc: 94.2002, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1131, s2.loss_cls: 0.0410, s2.acc: 94.1099, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0529, loss: 1.1446 2024-03-11 04:41:33,808 - mmdet - INFO - Epoch [15][6250/7330] lr: 1.342e-05, eta: 2 days, 13:54:03, time: 1.558, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1700, s0.acc: 94.1145, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2382, s1.loss_cls: 0.0796, s1.acc: 94.2662, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1162, s2.loss_cls: 0.0397, s2.acc: 94.2576, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0545, loss: 1.1441 2024-03-11 04:42:48,387 - mmdet - INFO - Epoch [15][6300/7330] lr: 1.342e-05, eta: 2 days, 13:52:55, time: 1.492, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1678, s0.acc: 94.1812, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2309, s1.loss_cls: 0.0797, s1.acc: 94.3248, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1121, s2.loss_cls: 0.0398, s2.acc: 94.1371, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0525, loss: 1.1278 2024-03-11 04:44:00,627 - mmdet - INFO - Epoch [15][6350/7330] lr: 1.342e-05, eta: 2 days, 13:51:43, time: 1.445, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1547, s0.acc: 94.6714, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2298, s1.loss_cls: 0.0729, s1.acc: 94.8724, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1123, s2.loss_cls: 0.0359, s2.acc: 94.8165, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0528, loss: 1.0653 2024-03-11 04:45:11,499 - mmdet - INFO - Epoch [15][6400/7330] lr: 1.342e-05, eta: 2 days, 13:50:30, time: 1.417, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1760, s0.acc: 93.9712, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2376, s1.loss_cls: 0.0828, s1.acc: 94.1808, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1146, s2.loss_cls: 0.0402, s2.acc: 94.1287, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0534, loss: 1.1505 2024-03-11 04:46:22,701 - mmdet - INFO - Epoch [15][6450/7330] lr: 1.342e-05, eta: 2 days, 13:49:17, time: 1.424, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1649, s0.acc: 94.3491, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2343, s1.loss_cls: 0.0778, s1.acc: 94.5623, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1145, s2.loss_cls: 0.0382, s2.acc: 94.5110, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0539, loss: 1.1305 2024-03-11 04:47:36,730 - mmdet - INFO - Epoch [15][6500/7330] lr: 1.342e-05, eta: 2 days, 13:48:08, time: 1.480, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1592, s0.acc: 94.3276, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2364, s1.loss_cls: 0.0751, s1.acc: 94.4779, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1155, s2.loss_cls: 0.0374, s2.acc: 94.4358, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0537, loss: 1.1169 2024-03-11 04:48:49,972 - mmdet - INFO - Epoch [15][6550/7330] lr: 1.342e-05, eta: 2 days, 13:46:58, time: 1.465, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1709, s0.acc: 94.0105, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2313, s1.loss_cls: 0.0800, s1.acc: 94.2599, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1127, s2.loss_cls: 0.0396, s2.acc: 94.1932, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0528, loss: 1.1474 2024-03-11 04:50:00,286 - mmdet - INFO - Epoch [15][6600/7330] lr: 1.342e-05, eta: 2 days, 13:45:44, time: 1.406, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1707, s0.acc: 94.1348, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2364, s1.loss_cls: 0.0804, s1.acc: 94.4112, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1161, s2.loss_cls: 0.0399, s2.acc: 94.2280, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0542, loss: 1.1536 2024-03-11 04:51:11,704 - mmdet - INFO - Epoch [15][6650/7330] lr: 1.342e-05, eta: 2 days, 13:44:32, time: 1.428, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1668, s0.acc: 94.2576, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2298, s1.loss_cls: 0.0786, s1.acc: 94.4803, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1121, s2.loss_cls: 0.0390, s2.acc: 94.3077, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0527, loss: 1.1148 2024-03-11 04:52:25,389 - mmdet - INFO - Epoch [15][6700/7330] lr: 1.342e-05, eta: 2 days, 13:43:22, time: 1.474, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1746, s0.acc: 94.0366, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2351, s1.loss_cls: 0.0818, s1.acc: 94.2596, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1141, s2.loss_cls: 0.0398, s2.acc: 94.2836, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0527, loss: 1.1453 2024-03-11 04:53:37,974 - mmdet - INFO - Epoch [15][6750/7330] lr: 1.342e-05, eta: 2 days, 13:42:12, time: 1.451, data_time: 0.112, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1592, s0.acc: 94.5151, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2301, s1.loss_cls: 0.0749, s1.acc: 94.7155, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1116, s2.loss_cls: 0.0373, s2.acc: 94.5659, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0523, loss: 1.0795 2024-03-11 04:54:46,206 - mmdet - INFO - Epoch [15][6800/7330] lr: 1.342e-05, eta: 2 days, 13:40:55, time: 1.365, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1653, s0.acc: 94.3103, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2317, s1.loss_cls: 0.0784, s1.acc: 94.5534, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1124, s2.loss_cls: 0.0391, s2.acc: 94.4314, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0525, loss: 1.1199 2024-03-11 04:56:01,537 - mmdet - INFO - Epoch [15][6850/7330] lr: 1.342e-05, eta: 2 days, 13:39:48, time: 1.507, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1666, s0.acc: 94.1951, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2331, s1.loss_cls: 0.0792, s1.acc: 94.3684, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1136, s2.loss_cls: 0.0388, s2.acc: 94.3599, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0532, loss: 1.1184 2024-03-11 04:57:09,778 - mmdet - INFO - Epoch [15][6900/7330] lr: 1.342e-05, eta: 2 days, 13:38:31, time: 1.365, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1636, s0.acc: 94.3628, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2336, s1.loss_cls: 0.0772, s1.acc: 94.5228, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1127, s2.loss_cls: 0.0386, s2.acc: 94.4293, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0526, loss: 1.1114 2024-03-11 04:58:18,918 - mmdet - INFO - Epoch [15][6950/7330] lr: 1.342e-05, eta: 2 days, 13:37:15, time: 1.383, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1728, s0.acc: 94.0498, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2386, s1.loss_cls: 0.0822, s1.acc: 94.2594, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1157, s2.loss_cls: 0.0407, s2.acc: 94.1553, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0540, loss: 1.1610 2024-03-11 04:59:30,419 - mmdet - INFO - Epoch [15][7000/7330] lr: 1.342e-05, eta: 2 days, 13:36:02, time: 1.430, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1654, s0.acc: 94.2280, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2372, s1.loss_cls: 0.0785, s1.acc: 94.3703, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1155, s2.loss_cls: 0.0391, s2.acc: 94.1968, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0543, loss: 1.1331 2024-03-11 05:00:42,408 - mmdet - INFO - Epoch [15][7050/7330] lr: 1.342e-05, eta: 2 days, 13:34:51, time: 1.440, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1729, s0.acc: 93.9543, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2373, s1.loss_cls: 0.0819, s1.acc: 94.1506, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1157, s2.loss_cls: 0.0404, s2.acc: 93.9889, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0540, loss: 1.1649 2024-03-11 05:01:53,988 - mmdet - INFO - Epoch [15][7100/7330] lr: 1.342e-05, eta: 2 days, 13:33:38, time: 1.432, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1630, s0.acc: 94.4290, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2303, s1.loss_cls: 0.0775, s1.acc: 94.5863, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1127, s2.loss_cls: 0.0379, s2.acc: 94.4549, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0533, loss: 1.0967 2024-03-11 05:03:04,152 - mmdet - INFO - Epoch [15][7150/7330] lr: 1.342e-05, eta: 2 days, 13:32:24, time: 1.403, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1725, s0.acc: 94.1238, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2386, s1.loss_cls: 0.0817, s1.acc: 94.3127, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1151, s2.loss_cls: 0.0403, s2.acc: 94.1596, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0539, loss: 1.1452 2024-03-11 05:04:15,747 - mmdet - INFO - Epoch [15][7200/7330] lr: 1.342e-05, eta: 2 days, 13:31:12, time: 1.432, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1683, s0.acc: 94.3748, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2332, s1.loss_cls: 0.0794, s1.acc: 94.5430, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1140, s2.loss_cls: 0.0391, s2.acc: 94.5074, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0530, loss: 1.1108 2024-03-11 05:05:26,775 - mmdet - INFO - Epoch [15][7250/7330] lr: 1.342e-05, eta: 2 days, 13:29:59, time: 1.420, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1649, s0.acc: 94.3218, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2313, s1.loss_cls: 0.0784, s1.acc: 94.4416, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1126, s2.loss_cls: 0.0385, s2.acc: 94.4112, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0523, loss: 1.1152 2024-03-11 05:06:40,188 - mmdet - INFO - Epoch [15][7300/7330] lr: 1.342e-05, eta: 2 days, 13:28:49, time: 1.469, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1677, s0.acc: 94.2681, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2346, s1.loss_cls: 0.0790, s1.acc: 94.4388, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1143, s2.loss_cls: 0.0396, s2.acc: 94.2478, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0536, loss: 1.1233 2024-03-11 05:07:16,703 - mmdet - INFO - Saving checkpoint at 15 epochs 2024-03-11 05:12:50,135 - mmdet - INFO - Evaluating bbox... 2024-03-11 05:13:24,903 - 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 ] = 0.675 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.528 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.312 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.524 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.641 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 ] = 0.446 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.662 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.777 2024-03-11 05:13:24,904 - mmdet - INFO - Evaluating segm... 2024-03-11 05:14:00,835 - 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 ] = 0.648 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.459 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.231 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 ] = 0.612 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.546 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.546 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.546 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 ] = 0.586 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.710 2024-03-11 05:14:01,409 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 05:14:01,412 - mmdet - INFO - Epoch(val) [15][1250] bbox_mAP: 0.4880, bbox_mAP_50: 0.6750, bbox_mAP_75: 0.5280, bbox_mAP_s: 0.3120, bbox_mAP_m: 0.5240, bbox_mAP_l: 0.6410, bbox_mAP_copypaste: 0.488 0.675 0.528 0.312 0.524 0.641, segm_mAP: 0.4240, segm_mAP_50: 0.6480, segm_mAP_75: 0.4590, segm_mAP_s: 0.2310, segm_mAP_m: 0.4570, segm_mAP_l: 0.6120, segm_mAP_copypaste: 0.424 0.648 0.459 0.231 0.457 0.612 2024-03-11 05:15:20,586 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 05:15:20,586 - mmdet - INFO - Epoch [16][50/7330] lr: 1.342e-05, eta: 2 days, 13:26:04, time: 1.581, data_time: 0.271, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1703, s0.acc: 94.0466, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2314, s1.loss_cls: 0.0803, s1.acc: 94.2334, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1127, s2.loss_cls: 0.0398, s2.acc: 94.2036, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0528, loss: 1.1417 2024-03-11 05:16:31,591 - mmdet - INFO - Epoch [16][100/7330] lr: 1.342e-05, eta: 2 days, 13:24:51, time: 1.420, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1672, s0.acc: 94.1787, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2352, s1.loss_cls: 0.0786, s1.acc: 94.3427, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1143, s2.loss_cls: 0.0385, s2.acc: 94.3151, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0535, loss: 1.1335 2024-03-11 05:17:39,709 - mmdet - INFO - Epoch [16][150/7330] lr: 1.342e-05, eta: 2 days, 13:23:34, time: 1.362, data_time: 0.116, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1714, s0.acc: 94.0671, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2335, s1.loss_cls: 0.0799, s1.acc: 94.3245, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1137, s2.loss_cls: 0.0394, s2.acc: 94.1400, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0529, loss: 1.1409 2024-03-11 05:18:51,041 - mmdet - INFO - Epoch [16][200/7330] lr: 1.342e-05, eta: 2 days, 13:22:21, time: 1.427, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1655, s0.acc: 94.2817, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2307, s1.loss_cls: 0.0787, s1.acc: 94.4396, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1132, s2.loss_cls: 0.0391, s2.acc: 94.3007, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0530, loss: 1.1196 2024-03-11 05:20:00,585 - mmdet - INFO - Epoch [16][250/7330] lr: 1.342e-05, eta: 2 days, 13:21:06, time: 1.391, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1604, s0.acc: 94.3228, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2359, s1.loss_cls: 0.0763, s1.acc: 94.4132, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1131, s2.loss_cls: 0.0380, s2.acc: 94.3057, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0527, loss: 1.1176 2024-03-11 05:21:15,398 - mmdet - INFO - Epoch [16][300/7330] lr: 1.342e-05, eta: 2 days, 13:19:58, time: 1.496, data_time: 0.113, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1641, s0.acc: 94.2976, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2367, s1.loss_cls: 0.0769, s1.acc: 94.5162, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1156, s2.loss_cls: 0.0381, s2.acc: 94.3680, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0541, loss: 1.1261 2024-03-11 05:22:27,829 - mmdet - INFO - Epoch [16][350/7330] lr: 1.342e-05, eta: 2 days, 13:18:47, time: 1.449, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1582, s0.acc: 94.4978, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2293, s1.loss_cls: 0.0732, s1.acc: 94.7991, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1122, s2.loss_cls: 0.0362, s2.acc: 94.7148, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0531, loss: 1.0847 2024-03-11 05:23:43,020 - mmdet - INFO - Epoch [16][400/7330] lr: 1.342e-05, eta: 2 days, 13:17:40, time: 1.504, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1676, s0.acc: 94.1836, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2402, s1.loss_cls: 0.0792, s1.acc: 94.4106, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1161, s2.loss_cls: 0.0389, s2.acc: 94.3912, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0539, loss: 1.1483 2024-03-11 05:24:54,750 - mmdet - INFO - Epoch [16][450/7330] lr: 1.342e-05, eta: 2 days, 13:16:28, time: 1.435, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1698, s0.acc: 94.0737, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2330, s1.loss_cls: 0.0792, s1.acc: 94.3456, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1132, s2.loss_cls: 0.0392, s2.acc: 94.2603, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0530, loss: 1.1306 2024-03-11 05:26:07,241 - mmdet - INFO - Epoch [16][500/7330] lr: 1.342e-05, eta: 2 days, 13:15:17, time: 1.450, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1549, s0.acc: 94.5864, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2298, s1.loss_cls: 0.0730, s1.acc: 94.7943, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1121, s2.loss_cls: 0.0363, s2.acc: 94.6737, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0519, loss: 1.0868 2024-03-11 05:27:22,646 - mmdet - INFO - Epoch [16][550/7330] lr: 1.342e-05, eta: 2 days, 13:14:10, time: 1.508, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1671, s0.acc: 94.1956, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2369, s1.loss_cls: 0.0777, s1.acc: 94.5018, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1146, s2.loss_cls: 0.0383, s2.acc: 94.4325, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0532, loss: 1.1304 2024-03-11 05:28:39,040 - mmdet - INFO - Epoch [16][600/7330] lr: 1.342e-05, eta: 2 days, 13:13:04, time: 1.528, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1691, s0.acc: 94.1965, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2311, s1.loss_cls: 0.0793, s1.acc: 94.4210, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1119, s2.loss_cls: 0.0392, s2.acc: 94.3746, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0526, loss: 1.1267 2024-03-11 05:29:55,317 - mmdet - INFO - Epoch [16][650/7330] lr: 1.342e-05, eta: 2 days, 13:11:58, time: 1.526, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1716, s0.acc: 94.0654, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2379, s1.loss_cls: 0.0826, s1.acc: 94.1307, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1156, s2.loss_cls: 0.0407, s2.acc: 94.0611, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0545, loss: 1.1520 2024-03-11 05:31:10,207 - mmdet - INFO - Epoch [16][700/7330] lr: 1.342e-05, eta: 2 days, 13:10:51, time: 1.498, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1712, s0.acc: 93.9951, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2315, s1.loss_cls: 0.0812, s1.acc: 94.2248, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1135, s2.loss_cls: 0.0403, s2.acc: 94.1063, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0526, loss: 1.1390 2024-03-11 05:32:21,747 - mmdet - INFO - Epoch [16][750/7330] lr: 1.342e-05, eta: 2 days, 13:09:38, time: 1.431, data_time: 0.097, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1650, s0.acc: 94.2986, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2337, s1.loss_cls: 0.0772, s1.acc: 94.4396, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1135, s2.loss_cls: 0.0381, s2.acc: 94.3287, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0531, loss: 1.1240 2024-03-11 05:33:31,604 - mmdet - INFO - Epoch [16][800/7330] lr: 1.342e-05, eta: 2 days, 13:08:24, time: 1.397, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1675, s0.acc: 94.1531, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2325, s1.loss_cls: 0.0784, s1.acc: 94.4504, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1143, s2.loss_cls: 0.0390, s2.acc: 94.3660, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0533, loss: 1.1387 2024-03-11 05:34:44,538 - mmdet - INFO - Epoch [16][850/7330] lr: 1.342e-05, eta: 2 days, 13:07:13, time: 1.458, data_time: 0.196, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1670, s0.acc: 94.1653, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2356, s1.loss_cls: 0.0790, s1.acc: 94.2943, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1141, s2.loss_cls: 0.0392, s2.acc: 94.1904, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0534, loss: 1.1340 2024-03-11 05:35:56,542 - mmdet - INFO - Epoch [16][900/7330] lr: 1.342e-05, eta: 2 days, 13:06:02, time: 1.440, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1646, s0.acc: 94.1526, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2321, s1.loss_cls: 0.0780, s1.acc: 94.3020, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1143, s2.loss_cls: 0.0385, s2.acc: 94.1502, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0537, loss: 1.1290 2024-03-11 05:37:12,359 - mmdet - INFO - Epoch [16][950/7330] lr: 1.342e-05, eta: 2 days, 13:04:55, time: 1.516, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1695, s0.acc: 94.1606, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2292, s1.loss_cls: 0.0791, s1.acc: 94.3970, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1111, s2.loss_cls: 0.0391, s2.acc: 94.3868, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0516, loss: 1.1086 2024-03-11 05:38:24,936 - mmdet - INFO - Epoch [16][1000/7330] lr: 1.342e-05, eta: 2 days, 13:03:44, time: 1.451, data_time: 0.248, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1708, s0.acc: 94.0845, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2333, s1.loss_cls: 0.0801, s1.acc: 94.2051, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1130, s2.loss_cls: 0.0403, s2.acc: 94.0697, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0532, loss: 1.1386 2024-03-11 05:39:35,921 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 05:39:35,922 - mmdet - INFO - Epoch [16][1050/7330] lr: 1.342e-05, eta: 2 days, 13:02:31, time: 1.420, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1612, s0.acc: 94.3413, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2324, s1.loss_cls: 0.0763, s1.acc: 94.4591, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1116, s2.loss_cls: 0.0381, s2.acc: 94.4479, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0524, loss: 1.1018 2024-03-11 05:40:44,045 - mmdet - INFO - Epoch [16][1100/7330] lr: 1.342e-05, eta: 2 days, 13:01:14, time: 1.363, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1662, s0.acc: 94.1313, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2360, s1.loss_cls: 0.0789, s1.acc: 94.2489, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1147, s2.loss_cls: 0.0394, s2.acc: 94.2146, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0537, loss: 1.1266 2024-03-11 05:41:51,278 - mmdet - INFO - Epoch [16][1150/7330] lr: 1.342e-05, eta: 2 days, 12:59:56, time: 1.345, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1577, s0.acc: 94.3687, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2261, s1.loss_cls: 0.0742, s1.acc: 94.6012, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1102, s2.loss_cls: 0.0372, s2.acc: 94.4183, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0518, loss: 1.0831 2024-03-11 05:43:06,695 - mmdet - INFO - Epoch [16][1200/7330] lr: 1.342e-05, eta: 2 days, 12:58:49, time: 1.508, data_time: 0.216, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1636, s0.acc: 94.3003, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2270, s1.loss_cls: 0.0774, s1.acc: 94.5177, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1108, s2.loss_cls: 0.0387, s2.acc: 94.2928, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0519, loss: 1.1094 2024-03-11 05:44:21,580 - mmdet - INFO - Epoch [16][1250/7330] lr: 1.342e-05, eta: 2 days, 12:57:41, time: 1.498, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1717, s0.acc: 94.0571, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2323, s1.loss_cls: 0.0809, s1.acc: 94.2240, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1123, s2.loss_cls: 0.0404, s2.acc: 94.0071, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0527, loss: 1.1453 2024-03-11 05:45:39,786 - mmdet - INFO - Epoch [16][1300/7330] lr: 1.342e-05, eta: 2 days, 12:56:38, time: 1.564, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1601, s0.acc: 94.4045, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2330, s1.loss_cls: 0.0755, s1.acc: 94.5312, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1135, s2.loss_cls: 0.0372, s2.acc: 94.4186, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0531, loss: 1.1041 2024-03-11 05:46:53,215 - mmdet - INFO - Epoch [16][1350/7330] lr: 1.342e-05, eta: 2 days, 12:55:28, time: 1.469, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1626, s0.acc: 94.3523, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2317, s1.loss_cls: 0.0758, s1.acc: 94.5519, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1138, s2.loss_cls: 0.0377, s2.acc: 94.3860, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0536, loss: 1.1091 2024-03-11 05:48:05,116 - mmdet - INFO - Epoch [16][1400/7330] lr: 1.342e-05, eta: 2 days, 12:54:17, time: 1.438, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1723, s0.acc: 94.0793, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2312, s1.loss_cls: 0.0814, s1.acc: 94.3004, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1133, s2.loss_cls: 0.0401, s2.acc: 94.1627, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0533, loss: 1.1329 2024-03-11 05:49:19,152 - mmdet - INFO - Epoch [16][1450/7330] lr: 1.342e-05, eta: 2 days, 12:53:08, time: 1.481, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1696, s0.acc: 94.0398, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2363, s1.loss_cls: 0.0800, s1.acc: 94.2193, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1152, s2.loss_cls: 0.0392, s2.acc: 94.1547, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0544, loss: 1.1437 2024-03-11 05:50:33,569 - mmdet - INFO - Epoch [16][1500/7330] lr: 1.342e-05, eta: 2 days, 12:51:59, time: 1.488, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1663, s0.acc: 94.2053, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2288, s1.loss_cls: 0.0779, s1.acc: 94.4430, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1115, s2.loss_cls: 0.0388, s2.acc: 94.3760, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0526, loss: 1.1243 2024-03-11 05:51:48,177 - mmdet - INFO - Epoch [16][1550/7330] lr: 1.342e-05, eta: 2 days, 12:50:51, time: 1.492, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1588, s0.acc: 94.4080, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2276, s1.loss_cls: 0.0749, s1.acc: 94.5400, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1108, s2.loss_cls: 0.0378, s2.acc: 94.3324, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0523, loss: 1.1060 2024-03-11 05:52:59,629 - mmdet - INFO - Epoch [16][1600/7330] lr: 1.342e-05, eta: 2 days, 12:49:39, time: 1.429, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1606, s0.acc: 94.3389, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2318, s1.loss_cls: 0.0757, s1.acc: 94.5758, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1127, s2.loss_cls: 0.0374, s2.acc: 94.5045, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0526, loss: 1.1007 2024-03-11 05:54:10,090 - mmdet - INFO - Epoch [16][1650/7330] lr: 1.342e-05, eta: 2 days, 12:48:25, time: 1.409, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1637, s0.acc: 94.3635, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2264, s1.loss_cls: 0.0774, s1.acc: 94.5344, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1103, s2.loss_cls: 0.0391, s2.acc: 94.3610, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0519, loss: 1.0983 2024-03-11 05:55:23,043 - mmdet - INFO - Epoch [16][1700/7330] lr: 1.342e-05, eta: 2 days, 12:47:14, time: 1.459, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1634, s0.acc: 94.2952, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2314, s1.loss_cls: 0.0785, s1.acc: 94.3756, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1139, s2.loss_cls: 0.0396, s2.acc: 94.1613, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0534, loss: 1.1175 2024-03-11 05:56:29,926 - mmdet - INFO - Epoch [16][1750/7330] lr: 1.342e-05, eta: 2 days, 12:45:56, time: 1.338, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1640, s0.acc: 94.3464, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2322, s1.loss_cls: 0.0763, s1.acc: 94.5830, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1136, s2.loss_cls: 0.0380, s2.acc: 94.4821, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0532, loss: 1.1136 2024-03-11 05:57:41,597 - mmdet - INFO - Epoch [16][1800/7330] lr: 1.342e-05, eta: 2 days, 12:44:44, time: 1.433, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1589, s0.acc: 94.4131, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2257, s1.loss_cls: 0.0747, s1.acc: 94.6883, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1103, s2.loss_cls: 0.0372, s2.acc: 94.4356, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0516, loss: 1.0942 2024-03-11 05:58:58,230 - mmdet - INFO - Epoch [16][1850/7330] lr: 1.342e-05, eta: 2 days, 12:43:38, time: 1.533, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1621, s0.acc: 94.3352, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2310, s1.loss_cls: 0.0762, s1.acc: 94.5911, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1124, s2.loss_cls: 0.0380, s2.acc: 94.4394, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0526, loss: 1.1161 2024-03-11 06:00:12,010 - mmdet - INFO - Epoch [16][1900/7330] lr: 1.342e-05, eta: 2 days, 12:42:29, time: 1.476, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1724, s0.acc: 94.0537, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2328, s1.loss_cls: 0.0803, s1.acc: 94.3159, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1129, s2.loss_cls: 0.0395, s2.acc: 94.3106, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0526, loss: 1.1276 2024-03-11 06:01:26,653 - mmdet - INFO - Epoch [16][1950/7330] lr: 1.342e-05, eta: 2 days, 12:41:21, time: 1.493, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1714, s0.acc: 94.0085, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2323, s1.loss_cls: 0.0807, s1.acc: 94.2365, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1126, s2.loss_cls: 0.0398, s2.acc: 94.1861, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0528, loss: 1.1445 2024-03-11 06:02:40,099 - mmdet - INFO - Epoch [16][2000/7330] lr: 1.342e-05, eta: 2 days, 12:40:11, time: 1.469, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1649, s0.acc: 94.2051, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2340, s1.loss_cls: 0.0778, s1.acc: 94.4468, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1146, s2.loss_cls: 0.0385, s2.acc: 94.3465, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0538, loss: 1.1362 2024-03-11 06:03:51,627 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 06:03:51,628 - mmdet - INFO - Epoch [16][2050/7330] lr: 1.342e-05, eta: 2 days, 12:38:59, time: 1.430, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1554, s0.acc: 94.6240, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2286, s1.loss_cls: 0.0734, s1.acc: 94.8670, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1113, s2.loss_cls: 0.0362, s2.acc: 94.7510, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0523, loss: 1.0698 2024-03-11 06:05:01,993 - mmdet - INFO - Epoch [16][2100/7330] lr: 1.342e-05, eta: 2 days, 12:37:45, time: 1.407, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1625, s0.acc: 94.3508, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2280, s1.loss_cls: 0.0751, s1.acc: 94.6489, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1104, s2.loss_cls: 0.0366, s2.acc: 94.6127, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0517, loss: 1.1054 2024-03-11 06:06:13,795 - mmdet - INFO - Epoch [16][2150/7330] lr: 1.342e-05, eta: 2 days, 12:36:33, time: 1.436, data_time: 0.201, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1685, s0.acc: 94.2715, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2374, s1.loss_cls: 0.0793, s1.acc: 94.4597, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1151, s2.loss_cls: 0.0394, s2.acc: 94.3726, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0536, loss: 1.1352 2024-03-11 06:07:28,682 - mmdet - INFO - Epoch [16][2200/7330] lr: 1.342e-05, eta: 2 days, 12:35:25, time: 1.498, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1689, s0.acc: 94.1560, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2325, s1.loss_cls: 0.0785, s1.acc: 94.4533, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1141, s2.loss_cls: 0.0381, s2.acc: 94.4332, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0532, loss: 1.1341 2024-03-11 06:08:42,083 - mmdet - INFO - Epoch [16][2250/7330] lr: 1.342e-05, eta: 2 days, 12:34:15, time: 1.468, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1604, s0.acc: 94.4866, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2262, s1.loss_cls: 0.0741, s1.acc: 94.7331, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1096, s2.loss_cls: 0.0375, s2.acc: 94.5283, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0513, loss: 1.0860 2024-03-11 06:09:52,685 - mmdet - INFO - Epoch [16][2300/7330] lr: 1.342e-05, eta: 2 days, 12:33:02, time: 1.412, data_time: 0.213, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1632, s0.acc: 94.3406, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2324, s1.loss_cls: 0.0772, s1.acc: 94.5264, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1139, s2.loss_cls: 0.0385, s2.acc: 94.3585, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0535, loss: 1.1188 2024-03-11 06:11:06,964 - mmdet - INFO - Epoch [16][2350/7330] lr: 1.342e-05, eta: 2 days, 12:31:53, time: 1.486, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1665, s0.acc: 94.1318, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2351, s1.loss_cls: 0.0791, s1.acc: 94.2554, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1141, s2.loss_cls: 0.0393, s2.acc: 94.1385, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0530, loss: 1.1270 2024-03-11 06:12:20,567 - mmdet - INFO - Epoch [16][2400/7330] lr: 1.342e-05, eta: 2 days, 12:30:43, time: 1.472, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1662, s0.acc: 94.3438, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2312, s1.loss_cls: 0.0779, s1.acc: 94.6038, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1132, s2.loss_cls: 0.0394, s2.acc: 94.4160, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0531, loss: 1.1292 2024-03-11 06:13:31,155 - mmdet - INFO - Epoch [16][2450/7330] lr: 1.342e-05, eta: 2 days, 12:29:30, time: 1.412, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1658, s0.acc: 94.2517, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2392, s1.loss_cls: 0.0787, s1.acc: 94.4086, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1162, s2.loss_cls: 0.0389, s2.acc: 94.3118, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0546, loss: 1.1264 2024-03-11 06:14:46,036 - mmdet - INFO - Epoch [16][2500/7330] lr: 1.342e-05, eta: 2 days, 12:28:22, time: 1.498, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1687, s0.acc: 94.1272, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2317, s1.loss_cls: 0.0795, s1.acc: 94.3025, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1147, s2.loss_cls: 0.0397, s2.acc: 94.2226, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0537, loss: 1.1406 2024-03-11 06:16:02,141 - mmdet - INFO - Epoch [16][2550/7330] lr: 1.342e-05, eta: 2 days, 12:27:16, time: 1.522, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1739, s0.acc: 93.9622, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2403, s1.loss_cls: 0.0815, s1.acc: 94.1879, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1181, s2.loss_cls: 0.0406, s2.acc: 94.0367, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0551, loss: 1.1723 2024-03-11 06:17:18,696 - mmdet - INFO - Epoch [16][2600/7330] lr: 1.342e-05, eta: 2 days, 12:26:10, time: 1.531, data_time: 0.205, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1669, s0.acc: 94.0723, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2354, s1.loss_cls: 0.0793, s1.acc: 94.2195, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1150, s2.loss_cls: 0.0398, s2.acc: 94.1682, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0541, loss: 1.1351 2024-03-11 06:18:33,682 - mmdet - INFO - Epoch [16][2650/7330] lr: 1.342e-05, eta: 2 days, 12:25:02, time: 1.500, data_time: 0.208, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1579, s0.acc: 94.5120, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2297, s1.loss_cls: 0.0743, s1.acc: 94.6298, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1130, s2.loss_cls: 0.0377, s2.acc: 94.3987, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0530, loss: 1.0932 2024-03-11 06:19:47,084 - mmdet - INFO - Epoch [16][2700/7330] lr: 1.342e-05, eta: 2 days, 12:23:52, time: 1.468, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1683, s0.acc: 94.0713, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2388, s1.loss_cls: 0.0783, s1.acc: 94.4243, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1167, s2.loss_cls: 0.0393, s2.acc: 94.2070, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0547, loss: 1.1520 2024-03-11 06:20:58,566 - mmdet - INFO - Epoch [16][2750/7330] lr: 1.342e-05, eta: 2 days, 12:22:40, time: 1.430, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1655, s0.acc: 94.2986, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2324, s1.loss_cls: 0.0777, s1.acc: 94.4866, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1128, s2.loss_cls: 0.0385, s2.acc: 94.3963, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0530, loss: 1.1057 2024-03-11 06:22:10,458 - mmdet - INFO - Epoch [16][2800/7330] lr: 1.342e-05, eta: 2 days, 12:21:28, time: 1.438, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1591, s0.acc: 94.4536, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2280, s1.loss_cls: 0.0748, s1.acc: 94.6928, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1120, s2.loss_cls: 0.0373, s2.acc: 94.5189, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0523, loss: 1.0945 2024-03-11 06:23:20,002 - mmdet - INFO - Epoch [16][2850/7330] lr: 1.342e-05, eta: 2 days, 12:20:13, time: 1.391, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1621, s0.acc: 94.3679, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2352, s1.loss_cls: 0.0756, s1.acc: 94.5891, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1127, s2.loss_cls: 0.0377, s2.acc: 94.5630, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0525, loss: 1.1061 2024-03-11 06:24:31,709 - mmdet - INFO - Epoch [16][2900/7330] lr: 1.342e-05, eta: 2 days, 12:19:01, time: 1.434, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1598, s0.acc: 94.3477, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2275, s1.loss_cls: 0.0749, s1.acc: 94.5712, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1113, s2.loss_cls: 0.0379, s2.acc: 94.4835, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0520, loss: 1.1011 2024-03-11 06:25:47,138 - mmdet - INFO - Epoch [16][2950/7330] lr: 1.342e-05, eta: 2 days, 12:17:54, time: 1.509, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1595, s0.acc: 94.3826, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2338, s1.loss_cls: 0.0744, s1.acc: 94.6460, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1152, s2.loss_cls: 0.0372, s2.acc: 94.5024, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0542, loss: 1.1107 2024-03-11 06:26:59,469 - mmdet - INFO - Epoch [16][3000/7330] lr: 1.342e-05, eta: 2 days, 12:16:43, time: 1.447, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1702, s0.acc: 94.0833, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2307, s1.loss_cls: 0.0795, s1.acc: 94.2988, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1126, s2.loss_cls: 0.0400, s2.acc: 94.0572, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0529, loss: 1.1357 2024-03-11 06:28:10,736 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 06:28:10,736 - mmdet - INFO - Epoch [16][3050/7330] lr: 1.342e-05, eta: 2 days, 12:15:30, time: 1.425, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1605, s0.acc: 94.4541, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2304, s1.loss_cls: 0.0763, s1.acc: 94.6675, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1119, s2.loss_cls: 0.0376, s2.acc: 94.6294, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0523, loss: 1.0958 2024-03-11 06:29:23,420 - mmdet - INFO - Epoch [16][3100/7330] lr: 1.342e-05, eta: 2 days, 12:14:19, time: 1.454, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1621, s0.acc: 94.2617, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2391, s1.loss_cls: 0.0758, s1.acc: 94.4496, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1143, s2.loss_cls: 0.0383, s2.acc: 94.3321, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0532, loss: 1.1264 2024-03-11 06:30:38,972 - mmdet - INFO - Epoch [16][3150/7330] lr: 1.342e-05, eta: 2 days, 12:13:12, time: 1.511, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1680, s0.acc: 94.1060, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2364, s1.loss_cls: 0.0802, s1.acc: 94.2983, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1135, s2.loss_cls: 0.0400, s2.acc: 94.1041, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0534, loss: 1.1367 2024-03-11 06:31:46,274 - mmdet - INFO - Epoch [16][3200/7330] lr: 1.342e-05, eta: 2 days, 12:11:54, time: 1.346, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1557, s0.acc: 94.5203, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2293, s1.loss_cls: 0.0730, s1.acc: 94.6819, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1114, s2.loss_cls: 0.0361, s2.acc: 94.5632, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0522, loss: 1.0785 2024-03-11 06:32:58,714 - mmdet - INFO - Epoch [16][3250/7330] lr: 1.342e-05, eta: 2 days, 12:10:43, time: 1.449, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1594, s0.acc: 94.4053, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2322, s1.loss_cls: 0.0743, s1.acc: 94.6333, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1132, s2.loss_cls: 0.0367, s2.acc: 94.5857, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0525, loss: 1.1092 2024-03-11 06:34:12,382 - mmdet - INFO - Epoch [16][3300/7330] lr: 1.342e-05, eta: 2 days, 12:09:33, time: 1.473, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1648, s0.acc: 94.1448, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2329, s1.loss_cls: 0.0768, s1.acc: 94.3768, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1135, s2.loss_cls: 0.0381, s2.acc: 94.3327, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0531, loss: 1.1333 2024-03-11 06:35:26,945 - mmdet - INFO - Epoch [16][3350/7330] lr: 1.342e-05, eta: 2 days, 12:08:25, time: 1.492, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1653, s0.acc: 94.1553, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2383, s1.loss_cls: 0.0782, s1.acc: 94.3593, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1160, s2.loss_cls: 0.0386, s2.acc: 94.2619, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0544, loss: 1.1300 2024-03-11 06:36:38,963 - mmdet - INFO - Epoch [16][3400/7330] lr: 1.342e-05, eta: 2 days, 12:07:13, time: 1.440, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1671, s0.acc: 94.1313, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2262, s1.loss_cls: 0.0792, s1.acc: 94.3098, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1091, s2.loss_cls: 0.0387, s2.acc: 94.1517, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0510, loss: 1.1094 2024-03-11 06:37:50,618 - mmdet - INFO - Epoch [16][3450/7330] lr: 1.342e-05, eta: 2 days, 12:06:01, time: 1.433, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1643, s0.acc: 94.2900, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2393, s1.loss_cls: 0.0780, s1.acc: 94.4414, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1161, s2.loss_cls: 0.0381, s2.acc: 94.3971, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0543, loss: 1.1235 2024-03-11 06:39:00,385 - mmdet - INFO - Epoch [16][3500/7330] lr: 1.342e-05, eta: 2 days, 12:04:46, time: 1.395, data_time: 0.118, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1597, s0.acc: 94.4194, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2322, s1.loss_cls: 0.0746, s1.acc: 94.6490, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1130, s2.loss_cls: 0.0366, s2.acc: 94.6701, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0527, loss: 1.0974 2024-03-11 06:40:11,648 - mmdet - INFO - Epoch [16][3550/7330] lr: 1.342e-05, eta: 2 days, 12:03:34, time: 1.425, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1570, s0.acc: 94.4871, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2270, s1.loss_cls: 0.0737, s1.acc: 94.7016, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1095, s2.loss_cls: 0.0367, s2.acc: 94.6243, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0509, loss: 1.0803 2024-03-11 06:41:28,499 - mmdet - INFO - Epoch [16][3600/7330] lr: 1.342e-05, eta: 2 days, 12:02:28, time: 1.537, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1640, s0.acc: 94.2627, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2315, s1.loss_cls: 0.0764, s1.acc: 94.4897, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1134, s2.loss_cls: 0.0376, s2.acc: 94.4224, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0532, loss: 1.1190 2024-03-11 06:42:40,162 - mmdet - INFO - Epoch [16][3650/7330] lr: 1.342e-05, eta: 2 days, 12:01:16, time: 1.433, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1551, s0.acc: 94.6382, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2270, s1.loss_cls: 0.0722, s1.acc: 94.7876, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1101, s2.loss_cls: 0.0357, s2.acc: 94.7517, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0517, loss: 1.0685 2024-03-11 06:43:52,140 - mmdet - INFO - Epoch [16][3700/7330] lr: 1.342e-05, eta: 2 days, 12:00:04, time: 1.439, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1597, s0.acc: 94.3599, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2298, s1.loss_cls: 0.0750, s1.acc: 94.6007, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1117, s2.loss_cls: 0.0371, s2.acc: 94.5550, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0522, loss: 1.0973 2024-03-11 06:45:06,459 - mmdet - INFO - Epoch [16][3750/7330] lr: 1.342e-05, eta: 2 days, 11:58:56, time: 1.487, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1589, s0.acc: 94.5337, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2365, s1.loss_cls: 0.0726, s1.acc: 94.7607, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1141, s2.loss_cls: 0.0360, s2.acc: 94.6964, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0535, loss: 1.1022 2024-03-11 06:46:20,593 - mmdet - INFO - Epoch [16][3800/7330] lr: 1.342e-05, eta: 2 days, 11:57:47, time: 1.483, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1606, s0.acc: 94.3911, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2334, s1.loss_cls: 0.0751, s1.acc: 94.6451, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1137, s2.loss_cls: 0.0372, s2.acc: 94.4666, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0535, loss: 1.1087 2024-03-11 06:47:33,018 - mmdet - INFO - Epoch [16][3850/7330] lr: 1.342e-05, eta: 2 days, 11:56:36, time: 1.448, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1634, s0.acc: 94.2290, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2378, s1.loss_cls: 0.0764, s1.acc: 94.4116, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1144, s2.loss_cls: 0.0381, s2.acc: 94.2400, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0533, loss: 1.1282 2024-03-11 06:48:47,217 - mmdet - INFO - Epoch [16][3900/7330] lr: 1.342e-05, eta: 2 days, 11:55:27, time: 1.484, data_time: 0.213, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1636, s0.acc: 94.2056, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2371, s1.loss_cls: 0.0767, s1.acc: 94.4326, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1148, s2.loss_cls: 0.0387, s2.acc: 94.2887, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0536, loss: 1.1296 2024-03-11 06:50:03,352 - mmdet - INFO - Epoch [16][3950/7330] lr: 1.342e-05, eta: 2 days, 11:54:20, time: 1.523, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1619, s0.acc: 94.3284, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2345, s1.loss_cls: 0.0764, s1.acc: 94.4548, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1145, s2.loss_cls: 0.0380, s2.acc: 94.3541, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0537, loss: 1.1099 2024-03-11 06:51:14,335 - mmdet - INFO - Epoch [16][4000/7330] lr: 1.342e-05, eta: 2 days, 11:53:07, time: 1.420, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1651, s0.acc: 94.1750, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2390, s1.loss_cls: 0.0785, s1.acc: 94.3462, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1158, s2.loss_cls: 0.0391, s2.acc: 94.1946, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0537, loss: 1.1327 2024-03-11 06:52:27,712 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 06:52:27,712 - mmdet - INFO - Epoch [16][4050/7330] lr: 1.342e-05, eta: 2 days, 11:51:57, time: 1.467, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1719, s0.acc: 94.0562, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2385, s1.loss_cls: 0.0804, s1.acc: 94.3684, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1159, s2.loss_cls: 0.0404, s2.acc: 94.1421, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0540, loss: 1.1597 2024-03-11 06:53:43,616 - mmdet - INFO - Epoch [16][4100/7330] lr: 1.342e-05, eta: 2 days, 11:50:51, time: 1.518, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1596, s0.acc: 94.4028, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2269, s1.loss_cls: 0.0749, s1.acc: 94.5409, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1109, s2.loss_cls: 0.0378, s2.acc: 94.4626, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0519, loss: 1.0955 2024-03-11 06:54:52,332 - mmdet - INFO - Epoch [16][4150/7330] lr: 1.342e-05, eta: 2 days, 11:49:35, time: 1.374, data_time: 0.119, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1662, s0.acc: 94.1821, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2350, s1.loss_cls: 0.0780, s1.acc: 94.4329, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1139, s2.loss_cls: 0.0389, s2.acc: 94.2494, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0532, loss: 1.1361 2024-03-11 06:56:04,142 - mmdet - INFO - Epoch [16][4200/7330] lr: 1.342e-05, eta: 2 days, 11:48:23, time: 1.436, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1614, s0.acc: 94.3762, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2276, s1.loss_cls: 0.0759, s1.acc: 94.4743, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1122, s2.loss_cls: 0.0373, s2.acc: 94.4540, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0523, loss: 1.1027 2024-03-11 06:57:17,075 - mmdet - INFO - Epoch [16][4250/7330] lr: 1.342e-05, eta: 2 days, 11:47:12, time: 1.459, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1678, s0.acc: 94.1448, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2378, s1.loss_cls: 0.0790, s1.acc: 94.3321, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1157, s2.loss_cls: 0.0390, s2.acc: 94.2996, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0538, loss: 1.1413 2024-03-11 06:58:26,146 - mmdet - INFO - Epoch [16][4300/7330] lr: 1.342e-05, eta: 2 days, 11:45:56, time: 1.381, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1493, s0.acc: 94.6475, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2360, s1.loss_cls: 0.0701, s1.acc: 94.8690, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1149, s2.loss_cls: 0.0356, s2.acc: 94.5419, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0538, loss: 1.0925 2024-03-11 06:59:38,405 - mmdet - INFO - Epoch [16][4350/7330] lr: 1.342e-05, eta: 2 days, 11:44:45, time: 1.445, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1635, s0.acc: 94.3167, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2313, s1.loss_cls: 0.0773, s1.acc: 94.4558, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1129, s2.loss_cls: 0.0393, s2.acc: 94.2784, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0530, loss: 1.1176 2024-03-11 07:00:52,421 - mmdet - INFO - Epoch [16][4400/7330] lr: 1.342e-05, eta: 2 days, 11:43:36, time: 1.480, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1724, s0.acc: 93.8430, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2346, s1.loss_cls: 0.0814, s1.acc: 94.0391, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1144, s2.loss_cls: 0.0406, s2.acc: 93.8805, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0535, loss: 1.1578 2024-03-11 07:02:06,969 - mmdet - INFO - Epoch [16][4450/7330] lr: 1.342e-05, eta: 2 days, 11:42:27, time: 1.491, data_time: 0.206, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1665, s0.acc: 94.1802, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2316, s1.loss_cls: 0.0789, s1.acc: 94.3564, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1113, s2.loss_cls: 0.0385, s2.acc: 94.3819, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0518, loss: 1.1153 2024-03-11 07:03:20,277 - mmdet - INFO - Epoch [16][4500/7330] lr: 1.342e-05, eta: 2 days, 11:41:17, time: 1.466, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1645, s0.acc: 94.2876, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2348, s1.loss_cls: 0.0775, s1.acc: 94.5375, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1138, s2.loss_cls: 0.0383, s2.acc: 94.4993, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0529, loss: 1.1248 2024-03-11 07:04:27,780 - mmdet - INFO - Epoch [16][4550/7330] lr: 1.342e-05, eta: 2 days, 11:40:00, time: 1.350, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1656, s0.acc: 94.2346, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2330, s1.loss_cls: 0.0781, s1.acc: 94.4533, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1130, s2.loss_cls: 0.0384, s2.acc: 94.3177, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0532, loss: 1.1243 2024-03-11 07:05:40,999 - mmdet - INFO - Epoch [16][4600/7330] lr: 1.342e-05, eta: 2 days, 11:38:50, time: 1.464, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1720, s0.acc: 94.0735, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2369, s1.loss_cls: 0.0815, s1.acc: 94.2373, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1145, s2.loss_cls: 0.0403, s2.acc: 94.1288, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0529, loss: 1.1446 2024-03-11 07:06:55,393 - mmdet - INFO - Epoch [16][4650/7330] lr: 1.342e-05, eta: 2 days, 11:37:41, time: 1.488, data_time: 0.204, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1637, s0.acc: 94.2419, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2320, s1.loss_cls: 0.0780, s1.acc: 94.4672, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1133, s2.loss_cls: 0.0394, s2.acc: 94.2424, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0533, loss: 1.1227 2024-03-11 07:08:05,788 - mmdet - INFO - Epoch [16][4700/7330] lr: 1.342e-05, eta: 2 days, 11:36:27, time: 1.408, data_time: 0.119, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1698, s0.acc: 94.1121, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2348, s1.loss_cls: 0.0797, s1.acc: 94.3398, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1134, s2.loss_cls: 0.0400, s2.acc: 94.2352, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0531, loss: 1.1386 2024-03-11 07:09:18,773 - mmdet - INFO - Epoch [16][4750/7330] lr: 1.342e-05, eta: 2 days, 11:35:17, time: 1.460, data_time: 0.215, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1648, s0.acc: 94.2607, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2358, s1.loss_cls: 0.0780, s1.acc: 94.3873, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1142, s2.loss_cls: 0.0382, s2.acc: 94.3211, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0534, loss: 1.1302 2024-03-11 07:10:25,209 - mmdet - INFO - Epoch [16][4800/7330] lr: 1.342e-05, eta: 2 days, 11:33:58, time: 1.329, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1733, s0.acc: 94.0576, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2370, s1.loss_cls: 0.0802, s1.acc: 94.3229, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1146, s2.loss_cls: 0.0399, s2.acc: 94.1775, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0532, loss: 1.1509 2024-03-11 07:11:38,767 - mmdet - INFO - Epoch [16][4850/7330] lr: 1.342e-05, eta: 2 days, 11:32:48, time: 1.471, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1633, s0.acc: 94.4468, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2230, s1.loss_cls: 0.0756, s1.acc: 94.6798, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1085, s2.loss_cls: 0.0372, s2.acc: 94.6388, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0509, loss: 1.0919 2024-03-11 07:12:48,235 - mmdet - INFO - Epoch [16][4900/7330] lr: 1.342e-05, eta: 2 days, 11:31:33, time: 1.390, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1671, s0.acc: 94.1628, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2341, s1.loss_cls: 0.0791, s1.acc: 94.3174, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1146, s2.loss_cls: 0.0393, s2.acc: 94.1970, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0533, loss: 1.1327 2024-03-11 07:13:58,821 - mmdet - INFO - Epoch [16][4950/7330] lr: 1.342e-05, eta: 2 days, 11:30:19, time: 1.412, data_time: 0.201, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1621, s0.acc: 94.4314, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2291, s1.loss_cls: 0.0763, s1.acc: 94.5631, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1117, s2.loss_cls: 0.0378, s2.acc: 94.4572, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0529, loss: 1.0912 2024-03-11 07:15:09,990 - mmdet - INFO - Epoch [16][5000/7330] lr: 1.342e-05, eta: 2 days, 11:29:06, time: 1.423, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1652, s0.acc: 94.2639, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2344, s1.loss_cls: 0.0775, s1.acc: 94.4720, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1144, s2.loss_cls: 0.0386, s2.acc: 94.3544, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0538, loss: 1.1307 2024-03-11 07:16:21,148 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 07:16:21,149 - mmdet - INFO - Epoch [16][5050/7330] lr: 1.342e-05, eta: 2 days, 11:27:54, time: 1.423, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1597, s0.acc: 94.4102, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2331, s1.loss_cls: 0.0745, s1.acc: 94.6680, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1135, s2.loss_cls: 0.0369, s2.acc: 94.5500, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0536, loss: 1.1112 2024-03-11 07:17:35,983 - mmdet - INFO - Epoch [16][5100/7330] lr: 1.342e-05, eta: 2 days, 11:26:45, time: 1.497, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1611, s0.acc: 94.4932, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2290, s1.loss_cls: 0.0754, s1.acc: 94.7068, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1106, s2.loss_cls: 0.0371, s2.acc: 94.5934, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0516, loss: 1.0829 2024-03-11 07:18:50,311 - mmdet - INFO - Epoch [16][5150/7330] lr: 1.342e-05, eta: 2 days, 11:25:37, time: 1.487, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1743, s0.acc: 94.0403, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2374, s1.loss_cls: 0.0821, s1.acc: 94.1453, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1154, s2.loss_cls: 0.0402, s2.acc: 94.0425, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0539, loss: 1.1516 2024-03-11 07:19:59,977 - mmdet - INFO - Epoch [16][5200/7330] lr: 1.342e-05, eta: 2 days, 11:24:22, time: 1.393, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1590, s0.acc: 94.3552, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2288, s1.loss_cls: 0.0754, s1.acc: 94.5063, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1112, s2.loss_cls: 0.0372, s2.acc: 94.3903, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0519, loss: 1.0943 2024-03-11 07:21:12,822 - mmdet - INFO - Epoch [16][5250/7330] lr: 1.342e-05, eta: 2 days, 11:23:11, time: 1.457, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1726, s0.acc: 93.9683, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2375, s1.loss_cls: 0.0807, s1.acc: 94.2345, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1147, s2.loss_cls: 0.0395, s2.acc: 94.2359, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0533, loss: 1.1508 2024-03-11 07:22:26,076 - mmdet - INFO - Epoch [16][5300/7330] lr: 1.342e-05, eta: 2 days, 11:22:01, time: 1.465, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1627, s0.acc: 94.1858, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2393, s1.loss_cls: 0.0769, s1.acc: 94.3916, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1171, s2.loss_cls: 0.0383, s2.acc: 94.3404, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0549, loss: 1.1267 2024-03-11 07:23:38,968 - mmdet - INFO - Epoch [16][5350/7330] lr: 1.342e-05, eta: 2 days, 11:20:50, time: 1.458, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1594, s0.acc: 94.4695, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2262, s1.loss_cls: 0.0755, s1.acc: 94.6283, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1109, s2.loss_cls: 0.0376, s2.acc: 94.5137, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0522, loss: 1.0870 2024-03-11 07:24:52,402 - mmdet - INFO - Epoch [16][5400/7330] lr: 1.342e-05, eta: 2 days, 11:19:41, time: 1.469, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1645, s0.acc: 94.2837, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2282, s1.loss_cls: 0.0772, s1.acc: 94.4675, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1112, s2.loss_cls: 0.0382, s2.acc: 94.3599, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0523, loss: 1.0991 2024-03-11 07:26:06,085 - mmdet - INFO - Epoch [16][5450/7330] lr: 1.342e-05, eta: 2 days, 11:18:31, time: 1.474, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1567, s0.acc: 94.4255, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2308, s1.loss_cls: 0.0744, s1.acc: 94.5386, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1131, s2.loss_cls: 0.0370, s2.acc: 94.4833, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0531, loss: 1.0999 2024-03-11 07:27:20,573 - mmdet - INFO - Epoch [16][5500/7330] lr: 1.342e-05, eta: 2 days, 11:17:22, time: 1.490, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1771, s0.acc: 93.9695, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2353, s1.loss_cls: 0.0837, s1.acc: 94.2357, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1133, s2.loss_cls: 0.0413, s2.acc: 94.1665, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0535, loss: 1.1484 2024-03-11 07:28:33,518 - mmdet - INFO - Epoch [16][5550/7330] lr: 1.342e-05, eta: 2 days, 11:16:12, time: 1.459, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1630, s0.acc: 94.2791, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2355, s1.loss_cls: 0.0767, s1.acc: 94.4749, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1144, s2.loss_cls: 0.0383, s2.acc: 94.2728, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0536, loss: 1.1291 2024-03-11 07:29:45,929 - mmdet - INFO - Epoch [16][5600/7330] lr: 1.342e-05, eta: 2 days, 11:15:01, time: 1.448, data_time: 0.206, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1589, s0.acc: 94.3135, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2300, s1.loss_cls: 0.0751, s1.acc: 94.5039, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1131, s2.loss_cls: 0.0378, s2.acc: 94.3468, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0529, loss: 1.1088 2024-03-11 07:31:01,037 - mmdet - INFO - Epoch [16][5650/7330] lr: 1.342e-05, eta: 2 days, 11:13:53, time: 1.502, data_time: 0.208, memory: 17966, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1735, s0.acc: 94.0564, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2363, s1.loss_cls: 0.0820, s1.acc: 94.2487, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1159, s2.loss_cls: 0.0403, s2.acc: 94.2349, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0537, loss: 1.1633 2024-03-11 07:32:12,046 - mmdet - INFO - Epoch [16][5700/7330] lr: 1.342e-05, eta: 2 days, 11:12:40, time: 1.420, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1584, s0.acc: 94.4863, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2300, s1.loss_cls: 0.0751, s1.acc: 94.6612, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1128, s2.loss_cls: 0.0373, s2.acc: 94.6161, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0530, loss: 1.0994 2024-03-11 07:33:22,359 - mmdet - INFO - Epoch [16][5750/7330] lr: 1.342e-05, eta: 2 days, 11:11:26, time: 1.406, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1594, s0.acc: 94.4219, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2337, s1.loss_cls: 0.0750, s1.acc: 94.6330, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1131, s2.loss_cls: 0.0372, s2.acc: 94.4593, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0528, loss: 1.0976 2024-03-11 07:34:33,893 - mmdet - INFO - Epoch [16][5800/7330] lr: 1.342e-05, eta: 2 days, 11:10:13, time: 1.431, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1600, s0.acc: 94.3071, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2250, s1.loss_cls: 0.0760, s1.acc: 94.4640, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1091, s2.loss_cls: 0.0378, s2.acc: 94.3468, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0512, loss: 1.0836 2024-03-11 07:35:46,704 - mmdet - INFO - Epoch [16][5850/7330] lr: 1.342e-05, eta: 2 days, 11:09:03, time: 1.456, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1655, s0.acc: 94.0825, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2387, s1.loss_cls: 0.0783, s1.acc: 94.2338, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1155, s2.loss_cls: 0.0391, s2.acc: 94.0648, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0542, loss: 1.1495 2024-03-11 07:37:01,277 - mmdet - INFO - Epoch [16][5900/7330] lr: 1.342e-05, eta: 2 days, 11:07:54, time: 1.491, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1679, s0.acc: 94.0935, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2416, s1.loss_cls: 0.0793, s1.acc: 94.3302, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1170, s2.loss_cls: 0.0395, s2.acc: 94.1583, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0550, loss: 1.1617 2024-03-11 07:38:15,510 - mmdet - INFO - Epoch [16][5950/7330] lr: 1.342e-05, eta: 2 days, 11:06:45, time: 1.485, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1670, s0.acc: 94.1406, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2326, s1.loss_cls: 0.0770, s1.acc: 94.4380, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1145, s2.loss_cls: 0.0383, s2.acc: 94.3908, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0537, loss: 1.1333 2024-03-11 07:39:29,137 - mmdet - INFO - Epoch [16][6000/7330] lr: 1.342e-05, eta: 2 days, 11:05:36, time: 1.472, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1567, s0.acc: 94.5806, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2313, s1.loss_cls: 0.0728, s1.acc: 94.7855, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1117, s2.loss_cls: 0.0363, s2.acc: 94.7903, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0524, loss: 1.0784 2024-03-11 07:40:40,869 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 07:40:40,869 - mmdet - INFO - Epoch [16][6050/7330] lr: 1.342e-05, eta: 2 days, 11:04:23, time: 1.435, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1568, s0.acc: 94.5229, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2251, s1.loss_cls: 0.0752, s1.acc: 94.5983, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1094, s2.loss_cls: 0.0379, s2.acc: 94.4430, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0503, loss: 1.0709 2024-03-11 07:41:49,088 - mmdet - INFO - Epoch [16][6100/7330] lr: 1.342e-05, eta: 2 days, 11:03:07, time: 1.364, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1777, s0.acc: 93.9434, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2378, s1.loss_cls: 0.0842, s1.acc: 94.1049, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1155, s2.loss_cls: 0.0419, s2.acc: 93.9170, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0540, loss: 1.1642 2024-03-11 07:43:02,431 - mmdet - INFO - Epoch [16][6150/7330] lr: 1.342e-05, eta: 2 days, 11:01:57, time: 1.467, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1686, s0.acc: 94.1035, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2323, s1.loss_cls: 0.0794, s1.acc: 94.2662, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1128, s2.loss_cls: 0.0400, s2.acc: 94.0682, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0531, loss: 1.1337 2024-03-11 07:44:16,330 - mmdet - INFO - Epoch [16][6200/7330] lr: 1.342e-05, eta: 2 days, 11:00:47, time: 1.478, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1735, s0.acc: 94.0452, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2331, s1.loss_cls: 0.0813, s1.acc: 94.2720, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1128, s2.loss_cls: 0.0399, s2.acc: 94.1474, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0528, loss: 1.1359 2024-03-11 07:45:28,297 - mmdet - INFO - Epoch [16][6250/7330] lr: 1.342e-05, eta: 2 days, 10:59:36, time: 1.439, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1693, s0.acc: 94.1355, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2285, s1.loss_cls: 0.0801, s1.acc: 94.2136, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1107, s2.loss_cls: 0.0392, s2.acc: 94.1833, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0520, loss: 1.1127 2024-03-11 07:46:37,194 - mmdet - INFO - Epoch [16][6300/7330] lr: 1.342e-05, eta: 2 days, 10:58:20, time: 1.378, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1637, s0.acc: 94.3110, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2347, s1.loss_cls: 0.0768, s1.acc: 94.4422, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1147, s2.loss_cls: 0.0379, s2.acc: 94.3727, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0538, loss: 1.1163 2024-03-11 07:47:50,265 - mmdet - INFO - Epoch [16][6350/7330] lr: 1.342e-05, eta: 2 days, 10:57:09, time: 1.461, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1673, s0.acc: 94.1370, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2342, s1.loss_cls: 0.0792, s1.acc: 94.3356, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1135, s2.loss_cls: 0.0393, s2.acc: 94.2830, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0531, loss: 1.1243 2024-03-11 07:49:06,020 - mmdet - INFO - Epoch [16][6400/7330] lr: 1.342e-05, eta: 2 days, 10:56:02, time: 1.515, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1749, s0.acc: 93.9346, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2286, s1.loss_cls: 0.0834, s1.acc: 94.0629, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1122, s2.loss_cls: 0.0409, s2.acc: 93.9296, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0528, loss: 1.1349 2024-03-11 07:50:21,458 - mmdet - INFO - Epoch [16][6450/7330] lr: 1.342e-05, eta: 2 days, 10:54:55, time: 1.509, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1664, s0.acc: 94.2310, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2353, s1.loss_cls: 0.0788, s1.acc: 94.4051, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1139, s2.loss_cls: 0.0391, s2.acc: 94.3295, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0531, loss: 1.1311 2024-03-11 07:51:34,399 - mmdet - INFO - Epoch [16][6500/7330] lr: 1.342e-05, eta: 2 days, 10:53:44, time: 1.459, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1736, s0.acc: 94.1082, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2336, s1.loss_cls: 0.0826, s1.acc: 94.2530, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1136, s2.loss_cls: 0.0413, s2.acc: 94.0718, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0528, loss: 1.1444 2024-03-11 07:52:47,600 - mmdet - INFO - Epoch [16][6550/7330] lr: 1.342e-05, eta: 2 days, 10:52:34, time: 1.464, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1620, s0.acc: 94.4111, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2305, s1.loss_cls: 0.0765, s1.acc: 94.5550, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1121, s2.loss_cls: 0.0381, s2.acc: 94.4751, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0526, loss: 1.1062 2024-03-11 07:53:58,263 - mmdet - INFO - Epoch [16][6600/7330] lr: 1.342e-05, eta: 2 days, 10:51:21, time: 1.413, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1610, s0.acc: 94.4360, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2309, s1.loss_cls: 0.0767, s1.acc: 94.6075, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1123, s2.loss_cls: 0.0379, s2.acc: 94.4154, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0527, loss: 1.0966 2024-03-11 07:55:08,527 - mmdet - INFO - Epoch [16][6650/7330] lr: 1.342e-05, eta: 2 days, 10:50:07, time: 1.405, data_time: 0.116, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1557, s0.acc: 94.5605, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2272, s1.loss_cls: 0.0740, s1.acc: 94.6637, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1112, s2.loss_cls: 0.0371, s2.acc: 94.6181, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0524, loss: 1.0774 2024-03-11 07:56:19,505 - mmdet - INFO - Epoch [16][6700/7330] lr: 1.342e-05, eta: 2 days, 10:48:54, time: 1.420, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1634, s0.acc: 94.3391, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2373, s1.loss_cls: 0.0772, s1.acc: 94.5376, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1150, s2.loss_cls: 0.0388, s2.acc: 94.3858, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0537, loss: 1.1271 2024-03-11 07:57:31,913 - mmdet - INFO - Epoch [16][6750/7330] lr: 1.342e-05, eta: 2 days, 10:47:42, time: 1.448, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1645, s0.acc: 94.2612, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2354, s1.loss_cls: 0.0773, s1.acc: 94.4551, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1143, s2.loss_cls: 0.0384, s2.acc: 94.3947, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0534, loss: 1.1198 2024-03-11 07:58:43,726 - mmdet - INFO - Epoch [16][6800/7330] lr: 1.342e-05, eta: 2 days, 10:46:30, time: 1.436, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1722, s0.acc: 94.1611, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2384, s1.loss_cls: 0.0799, s1.acc: 94.4347, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1153, s2.loss_cls: 0.0391, s2.acc: 94.3621, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0539, loss: 1.1410 2024-03-11 07:59:55,879 - mmdet - INFO - Epoch [16][6850/7330] lr: 1.342e-05, eta: 2 days, 10:45:19, time: 1.443, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1662, s0.acc: 94.1482, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2325, s1.loss_cls: 0.0780, s1.acc: 94.3399, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1131, s2.loss_cls: 0.0385, s2.acc: 94.2755, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0528, loss: 1.1219 2024-03-11 08:01:05,387 - mmdet - INFO - Epoch [16][6900/7330] lr: 1.342e-05, eta: 2 days, 10:44:04, time: 1.390, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1672, s0.acc: 94.1628, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2354, s1.loss_cls: 0.0782, s1.acc: 94.4530, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1142, s2.loss_cls: 0.0387, s2.acc: 94.2758, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0530, loss: 1.1374 2024-03-11 08:02:21,281 - mmdet - INFO - Epoch [16][6950/7330] lr: 1.342e-05, eta: 2 days, 10:42:57, time: 1.518, data_time: 0.208, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1652, s0.acc: 94.2017, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2403, s1.loss_cls: 0.0774, s1.acc: 94.4117, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1169, s2.loss_cls: 0.0385, s2.acc: 94.2900, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0550, loss: 1.1361 2024-03-11 08:03:30,819 - mmdet - INFO - Epoch [16][7000/7330] lr: 1.342e-05, eta: 2 days, 10:41:42, time: 1.391, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1620, s0.acc: 94.3435, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2333, s1.loss_cls: 0.0766, s1.acc: 94.5154, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1128, s2.loss_cls: 0.0377, s2.acc: 94.4929, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0527, loss: 1.1133 2024-03-11 08:04:45,201 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 08:04:45,201 - mmdet - INFO - Epoch [16][7050/7330] lr: 1.342e-05, eta: 2 days, 10:40:33, time: 1.488, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1692, s0.acc: 94.1433, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2298, s1.loss_cls: 0.0790, s1.acc: 94.3207, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1115, s2.loss_cls: 0.0389, s2.acc: 94.2919, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0520, loss: 1.1235 2024-03-11 08:05:57,708 - mmdet - INFO - Epoch [16][7100/7330] lr: 1.342e-05, eta: 2 days, 10:39:22, time: 1.450, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1733, s0.acc: 94.0657, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2348, s1.loss_cls: 0.0803, s1.acc: 94.3532, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1135, s2.loss_cls: 0.0390, s2.acc: 94.3600, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0530, loss: 1.1447 2024-03-11 08:07:14,110 - mmdet - INFO - Epoch [16][7150/7330] lr: 1.342e-05, eta: 2 days, 10:38:16, time: 1.528, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1579, s0.acc: 94.4167, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2328, s1.loss_cls: 0.0748, s1.acc: 94.5434, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1133, s2.loss_cls: 0.0374, s2.acc: 94.3854, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0524, loss: 1.1002 2024-03-11 08:08:20,910 - mmdet - INFO - Epoch [16][7200/7330] lr: 1.342e-05, eta: 2 days, 10:36:57, time: 1.336, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1598, s0.acc: 94.4604, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2321, s1.loss_cls: 0.0751, s1.acc: 94.6870, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1129, s2.loss_cls: 0.0373, s2.acc: 94.5262, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0529, loss: 1.1023 2024-03-11 08:09:36,181 - mmdet - INFO - Epoch [16][7250/7330] lr: 1.342e-05, eta: 2 days, 10:35:50, time: 1.505, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1690, s0.acc: 94.1943, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2293, s1.loss_cls: 0.0798, s1.acc: 94.3141, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1127, s2.loss_cls: 0.0400, s2.acc: 94.1677, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0531, loss: 1.1172 2024-03-11 08:10:47,261 - mmdet - INFO - Epoch [16][7300/7330] lr: 1.342e-05, eta: 2 days, 10:34:37, time: 1.422, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1712, s0.acc: 94.1377, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2345, s1.loss_cls: 0.0802, s1.acc: 94.3875, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1124, s2.loss_cls: 0.0399, s2.acc: 94.3046, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0523, loss: 1.1385 2024-03-11 08:11:26,276 - mmdet - INFO - Saving checkpoint at 16 epochs 2024-03-11 08:16:59,110 - mmdet - INFO - Evaluating bbox... 2024-03-11 08:17:33,378 - 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 ] = 0.676 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.528 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.326 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.524 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.628 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 ] = 0.455 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 ] = 0.768 2024-03-11 08:17:33,378 - mmdet - INFO - Evaluating segm... 2024-03-11 08:18:12,154 - 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 ] = 0.651 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.458 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.238 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 ] = 0.606 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 ] = 0.585 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.701 2024-03-11 08:18:12,729 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 08:18:12,732 - mmdet - INFO - Epoch(val) [16][1250] bbox_mAP: 0.4860, bbox_mAP_50: 0.6760, bbox_mAP_75: 0.5280, bbox_mAP_s: 0.3260, bbox_mAP_m: 0.5240, bbox_mAP_l: 0.6280, bbox_mAP_copypaste: 0.486 0.676 0.528 0.326 0.524 0.628, segm_mAP: 0.4240, segm_mAP_50: 0.6510, segm_mAP_75: 0.4580, segm_mAP_s: 0.2380, segm_mAP_m: 0.4540, segm_mAP_l: 0.6060, segm_mAP_copypaste: 0.424 0.651 0.458 0.238 0.454 0.606 2024-03-11 08:19:27,899 - mmdet - INFO - Epoch [17][50/7330] lr: 1.342e-05, eta: 2 days, 10:31:52, time: 1.502, data_time: 0.226, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1611, s0.acc: 94.4163, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2317, s1.loss_cls: 0.0754, s1.acc: 94.6622, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1133, s2.loss_cls: 0.0370, s2.acc: 94.5630, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0533, loss: 1.1080 2024-03-11 08:20:40,975 - mmdet - INFO - Epoch [17][100/7330] lr: 1.342e-05, eta: 2 days, 10:30:41, time: 1.461, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1673, s0.acc: 93.9773, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2376, s1.loss_cls: 0.0782, s1.acc: 94.2273, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1154, s2.loss_cls: 0.0387, s2.acc: 94.1715, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0538, loss: 1.1479 2024-03-11 08:21:53,544 - mmdet - INFO - Epoch [17][150/7330] lr: 1.342e-05, eta: 2 days, 10:29:30, time: 1.451, data_time: 0.102, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1516, s0.acc: 94.6211, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2267, s1.loss_cls: 0.0704, s1.acc: 94.8843, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1115, s2.loss_cls: 0.0352, s2.acc: 94.7422, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0526, loss: 1.0673 2024-03-11 08:23:05,898 - mmdet - INFO - Epoch [17][200/7330] lr: 1.342e-05, eta: 2 days, 10:28:19, time: 1.447, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1561, s0.acc: 94.5535, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2251, s1.loss_cls: 0.0727, s1.acc: 94.7898, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1104, s2.loss_cls: 0.0363, s2.acc: 94.6970, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0519, loss: 1.0773 2024-03-11 08:24:19,329 - mmdet - INFO - Epoch [17][250/7330] lr: 1.342e-05, eta: 2 days, 10:27:09, time: 1.469, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1588, s0.acc: 94.4897, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2270, s1.loss_cls: 0.0752, s1.acc: 94.6729, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1115, s2.loss_cls: 0.0371, s2.acc: 94.6038, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0527, loss: 1.0978 2024-03-11 08:25:29,942 - mmdet - INFO - Epoch [17][300/7330] lr: 1.342e-05, eta: 2 days, 10:25:56, time: 1.412, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1548, s0.acc: 94.4673, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2330, s1.loss_cls: 0.0734, s1.acc: 94.6301, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1143, s2.loss_cls: 0.0372, s2.acc: 94.4748, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0534, loss: 1.1082 2024-03-11 08:26:44,791 - mmdet - INFO - Epoch [17][350/7330] lr: 1.342e-05, eta: 2 days, 10:24:47, time: 1.497, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1620, s0.acc: 94.4585, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2303, s1.loss_cls: 0.0752, s1.acc: 94.7177, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1127, s2.loss_cls: 0.0373, s2.acc: 94.5708, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0524, loss: 1.1077 2024-03-11 08:27:53,658 - mmdet - INFO - Epoch [17][400/7330] lr: 1.342e-05, eta: 2 days, 10:23:32, time: 1.377, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1553, s0.acc: 94.6396, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2288, s1.loss_cls: 0.0720, s1.acc: 94.8669, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1132, s2.loss_cls: 0.0361, s2.acc: 94.6367, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0534, loss: 1.0905 2024-03-11 08:29:06,581 - mmdet - INFO - Epoch [17][450/7330] lr: 1.342e-05, eta: 2 days, 10:22:21, time: 1.458, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1668, s0.acc: 94.2446, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2318, s1.loss_cls: 0.0781, s1.acc: 94.4410, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1136, s2.loss_cls: 0.0390, s2.acc: 94.3642, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0536, loss: 1.1178 2024-03-11 08:30:19,190 - mmdet - INFO - Epoch [17][500/7330] lr: 1.342e-05, eta: 2 days, 10:21:10, time: 1.452, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1626, s0.acc: 94.4482, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2276, s1.loss_cls: 0.0757, s1.acc: 94.6510, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1110, s2.loss_cls: 0.0377, s2.acc: 94.4468, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0518, loss: 1.0990 2024-03-11 08:31:33,464 - mmdet - INFO - Epoch [17][550/7330] lr: 1.342e-05, eta: 2 days, 10:20:01, time: 1.486, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1727, s0.acc: 94.0645, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2395, s1.loss_cls: 0.0795, s1.acc: 94.3889, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1158, s2.loss_cls: 0.0390, s2.acc: 94.3214, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0547, loss: 1.1586 2024-03-11 08:32:47,014 - mmdet - INFO - Epoch [17][600/7330] lr: 1.342e-05, eta: 2 days, 10:18:51, time: 1.471, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1737, s0.acc: 93.9229, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2323, s1.loss_cls: 0.0802, s1.acc: 94.2366, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1136, s2.loss_cls: 0.0397, s2.acc: 94.0907, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0531, loss: 1.1454 2024-03-11 08:34:01,357 - mmdet - INFO - Epoch [17][650/7330] lr: 1.342e-05, eta: 2 days, 10:17:42, time: 1.487, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1640, s0.acc: 94.3782, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2357, s1.loss_cls: 0.0764, s1.acc: 94.5576, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1153, s2.loss_cls: 0.0377, s2.acc: 94.5185, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0543, loss: 1.1166 2024-03-11 08:35:16,718 - mmdet - INFO - Epoch [17][700/7330] lr: 1.342e-05, eta: 2 days, 10:16:35, time: 1.507, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1667, s0.acc: 94.0959, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2329, s1.loss_cls: 0.0790, s1.acc: 94.2165, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1139, s2.loss_cls: 0.0397, s2.acc: 94.1038, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0532, loss: 1.1285 2024-03-11 08:36:27,519 - mmdet - INFO - Epoch [17][750/7330] lr: 1.342e-05, eta: 2 days, 10:15:22, time: 1.416, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1629, s0.acc: 94.2800, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2369, s1.loss_cls: 0.0768, s1.acc: 94.4396, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1132, s2.loss_cls: 0.0385, s2.acc: 94.3768, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0529, loss: 1.1169 2024-03-11 08:37:41,259 - mmdet - INFO - Epoch [17][800/7330] lr: 1.342e-05, eta: 2 days, 10:14:12, time: 1.475, data_time: 0.212, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1610, s0.acc: 94.2559, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2274, s1.loss_cls: 0.0751, s1.acc: 94.5016, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1115, s2.loss_cls: 0.0370, s2.acc: 94.4964, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0523, loss: 1.1038 2024-03-11 08:38:57,705 - mmdet - INFO - Epoch [17][850/7330] lr: 1.342e-05, eta: 2 days, 10:13:06, time: 1.529, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1658, s0.acc: 94.3022, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2257, s1.loss_cls: 0.0782, s1.acc: 94.4862, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1104, s2.loss_cls: 0.0384, s2.acc: 94.4881, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0517, loss: 1.1069 2024-03-11 08:40:08,300 - mmdet - INFO - Epoch [17][900/7330] lr: 1.342e-05, eta: 2 days, 10:11:52, time: 1.412, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1626, s0.acc: 94.2734, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2328, s1.loss_cls: 0.0762, s1.acc: 94.5615, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1139, s2.loss_cls: 0.0379, s2.acc: 94.5008, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0536, loss: 1.1220 2024-03-11 08:41:19,149 - mmdet - INFO - Epoch [17][950/7330] lr: 1.342e-05, eta: 2 days, 10:10:39, time: 1.417, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1514, s0.acc: 94.7610, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2315, s1.loss_cls: 0.0719, s1.acc: 94.9643, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1132, s2.loss_cls: 0.0357, s2.acc: 94.8414, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0530, loss: 1.0736 2024-03-11 08:42:30,353 - mmdet - INFO - Epoch [17][1000/7330] lr: 1.342e-05, eta: 2 days, 10:09:26, time: 1.424, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1686, s0.acc: 94.1665, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2272, s1.loss_cls: 0.0795, s1.acc: 94.4019, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1105, s2.loss_cls: 0.0393, s2.acc: 94.2877, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0517, loss: 1.1113 2024-03-11 08:43:46,014 - mmdet - INFO - Epoch [17][1050/7330] lr: 1.342e-05, eta: 2 days, 10:08:19, time: 1.513, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1631, s0.acc: 94.1958, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2276, s1.loss_cls: 0.0769, s1.acc: 94.3631, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1112, s2.loss_cls: 0.0390, s2.acc: 94.1407, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0522, loss: 1.1212 2024-03-11 08:44:52,831 - mmdet - INFO - Epoch [17][1100/7330] lr: 1.342e-05, eta: 2 days, 10:07:01, time: 1.336, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1627, s0.acc: 94.3506, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2239, s1.loss_cls: 0.0765, s1.acc: 94.5479, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1093, s2.loss_cls: 0.0378, s2.acc: 94.4460, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0513, loss: 1.0860 2024-03-11 08:46:03,636 - mmdet - INFO - Epoch [17][1150/7330] lr: 1.342e-05, eta: 2 days, 10:05:48, time: 1.416, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1611, s0.acc: 94.3792, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2285, s1.loss_cls: 0.0761, s1.acc: 94.5768, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1104, s2.loss_cls: 0.0373, s2.acc: 94.5500, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0514, loss: 1.0975 2024-03-11 08:47:13,479 - mmdet - INFO - Epoch [17][1200/7330] lr: 1.342e-05, eta: 2 days, 10:04:33, time: 1.397, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1673, s0.acc: 94.0889, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2394, s1.loss_cls: 0.0784, s1.acc: 94.3041, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1149, s2.loss_cls: 0.0391, s2.acc: 94.2798, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0535, loss: 1.1367 2024-03-11 08:48:30,544 - mmdet - INFO - Epoch [17][1250/7330] lr: 1.342e-05, eta: 2 days, 10:03:28, time: 1.541, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1545, s0.acc: 94.5566, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2252, s1.loss_cls: 0.0724, s1.acc: 94.7539, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1106, s2.loss_cls: 0.0364, s2.acc: 94.5767, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0515, loss: 1.0789 2024-03-11 08:49:46,606 - mmdet - INFO - Epoch [17][1300/7330] lr: 1.342e-05, eta: 2 days, 10:02:21, time: 1.521, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1612, s0.acc: 94.2839, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2324, s1.loss_cls: 0.0760, s1.acc: 94.5266, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1126, s2.loss_cls: 0.0383, s2.acc: 94.1916, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0526, loss: 1.1143 2024-03-11 08:51:01,634 - mmdet - INFO - Epoch [17][1350/7330] lr: 1.342e-05, eta: 2 days, 10:01:13, time: 1.501, data_time: 0.217, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1669, s0.acc: 94.1672, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2316, s1.loss_cls: 0.0786, s1.acc: 94.4695, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1128, s2.loss_cls: 0.0383, s2.acc: 94.3397, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0530, loss: 1.1266 2024-03-11 08:52:17,370 - mmdet - INFO - Epoch [17][1400/7330] lr: 1.342e-05, eta: 2 days, 10:00:06, time: 1.515, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1631, s0.acc: 94.2896, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2375, s1.loss_cls: 0.0775, s1.acc: 94.3647, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1152, s2.loss_cls: 0.0385, s2.acc: 94.2960, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0537, loss: 1.1274 2024-03-11 08:53:24,346 - mmdet - INFO - Epoch [17][1450/7330] lr: 1.342e-05, eta: 2 days, 9:58:48, time: 1.339, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1609, s0.acc: 94.3467, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2310, s1.loss_cls: 0.0760, s1.acc: 94.5032, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1111, s2.loss_cls: 0.0375, s2.acc: 94.4054, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0520, loss: 1.0958 2024-03-11 08:54:38,210 - mmdet - INFO - Epoch [17][1500/7330] lr: 1.342e-05, eta: 2 days, 9:57:38, time: 1.477, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1575, s0.acc: 94.4382, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2275, s1.loss_cls: 0.0739, s1.acc: 94.6882, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1110, s2.loss_cls: 0.0365, s2.acc: 94.6071, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0526, loss: 1.0856 2024-03-11 08:55:48,740 - mmdet - INFO - Epoch [17][1550/7330] lr: 1.342e-05, eta: 2 days, 9:56:25, time: 1.411, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1676, s0.acc: 94.2007, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2300, s1.loss_cls: 0.0790, s1.acc: 94.4427, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1109, s2.loss_cls: 0.0387, s2.acc: 94.1401, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0518, loss: 1.1162 2024-03-11 08:56:59,836 - mmdet - INFO - Epoch [17][1600/7330] lr: 1.342e-05, eta: 2 days, 9:55:12, time: 1.422, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1650, s0.acc: 94.2095, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2328, s1.loss_cls: 0.0779, s1.acc: 94.5399, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1138, s2.loss_cls: 0.0389, s2.acc: 94.3459, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0532, loss: 1.1180 2024-03-11 08:58:10,978 - mmdet - INFO - Epoch [17][1650/7330] lr: 1.342e-05, eta: 2 days, 9:53:59, time: 1.423, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1641, s0.acc: 94.2681, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2278, s1.loss_cls: 0.0756, s1.acc: 94.5268, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1110, s2.loss_cls: 0.0374, s2.acc: 94.5233, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0519, loss: 1.0980 2024-03-11 08:59:28,542 - mmdet - INFO - Epoch [17][1700/7330] lr: 1.342e-05, eta: 2 days, 9:52:54, time: 1.551, data_time: 0.203, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1709, s0.acc: 94.0771, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2353, s1.loss_cls: 0.0817, s1.acc: 94.2109, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1148, s2.loss_cls: 0.0405, s2.acc: 94.1094, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0537, loss: 1.1433 2024-03-11 09:00:42,981 - mmdet - INFO - Epoch [17][1750/7330] lr: 1.342e-05, eta: 2 days, 9:51:45, time: 1.489, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1698, s0.acc: 94.0522, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2419, s1.loss_cls: 0.0810, s1.acc: 94.2532, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1178, s2.loss_cls: 0.0401, s2.acc: 94.1450, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0549, loss: 1.1662 2024-03-11 09:01:55,307 - mmdet - INFO - Epoch [17][1800/7330] lr: 1.342e-05, eta: 2 days, 9:50:34, time: 1.446, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1697, s0.acc: 94.1787, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2343, s1.loss_cls: 0.0794, s1.acc: 94.3534, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1155, s2.loss_cls: 0.0395, s2.acc: 94.1738, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0544, loss: 1.1396 2024-03-11 09:03:07,422 - mmdet - INFO - Epoch [17][1850/7330] lr: 1.342e-05, eta: 2 days, 9:49:22, time: 1.442, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1643, s0.acc: 94.1753, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2343, s1.loss_cls: 0.0771, s1.acc: 94.3940, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1144, s2.loss_cls: 0.0383, s2.acc: 94.2714, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0538, loss: 1.1225 2024-03-11 09:04:21,099 - mmdet - INFO - Epoch [17][1900/7330] lr: 1.342e-05, eta: 2 days, 9:48:12, time: 1.474, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1714, s0.acc: 93.9990, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2349, s1.loss_cls: 0.0810, s1.acc: 94.2229, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1137, s2.loss_cls: 0.0398, s2.acc: 94.1275, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0533, loss: 1.1478 2024-03-11 09:05:31,137 - mmdet - INFO - Epoch [17][1950/7330] lr: 1.342e-05, eta: 2 days, 9:46:58, time: 1.401, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1661, s0.acc: 94.2122, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2341, s1.loss_cls: 0.0768, s1.acc: 94.6069, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1141, s2.loss_cls: 0.0379, s2.acc: 94.4236, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0534, loss: 1.1261 2024-03-11 09:06:47,445 - mmdet - INFO - Epoch [17][2000/7330] lr: 1.342e-05, eta: 2 days, 9:45:51, time: 1.526, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1669, s0.acc: 94.1221, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2328, s1.loss_cls: 0.0783, s1.acc: 94.3308, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1131, s2.loss_cls: 0.0389, s2.acc: 94.1295, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0525, loss: 1.1286 2024-03-11 09:07:57,099 - mmdet - INFO - Epoch [17][2050/7330] lr: 1.342e-05, eta: 2 days, 9:44:37, time: 1.393, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1681, s0.acc: 94.2705, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2331, s1.loss_cls: 0.0789, s1.acc: 94.5456, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1136, s2.loss_cls: 0.0392, s2.acc: 94.3436, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0536, loss: 1.1284 2024-03-11 09:09:08,711 - mmdet - INFO - Epoch [17][2100/7330] lr: 1.342e-05, eta: 2 days, 9:43:25, time: 1.432, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1549, s0.acc: 94.5305, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2265, s1.loss_cls: 0.0730, s1.acc: 94.8592, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1114, s2.loss_cls: 0.0368, s2.acc: 94.5187, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0525, loss: 1.0880 2024-03-11 09:10:24,088 - mmdet - INFO - Epoch [17][2150/7330] lr: 1.342e-05, eta: 2 days, 9:42:17, time: 1.508, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1622, s0.acc: 94.3354, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2322, s1.loss_cls: 0.0755, s1.acc: 94.5743, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1143, s2.loss_cls: 0.0374, s2.acc: 94.4673, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0533, loss: 1.1103 2024-03-11 09:11:38,132 - mmdet - INFO - Epoch [17][2200/7330] lr: 1.342e-05, eta: 2 days, 9:41:08, time: 1.481, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1599, s0.acc: 94.4644, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2298, s1.loss_cls: 0.0746, s1.acc: 94.6275, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1119, s2.loss_cls: 0.0368, s2.acc: 94.5396, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0523, loss: 1.0933 2024-03-11 09:12:51,352 - mmdet - INFO - Epoch [17][2250/7330] lr: 1.342e-05, eta: 2 days, 9:39:57, time: 1.464, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1670, s0.acc: 94.1555, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2340, s1.loss_cls: 0.0789, s1.acc: 94.3968, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1143, s2.loss_cls: 0.0393, s2.acc: 94.2414, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0534, loss: 1.1314 2024-03-11 09:14:02,925 - mmdet - INFO - Epoch [17][2300/7330] lr: 1.342e-05, eta: 2 days, 9:38:45, time: 1.432, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1585, s0.acc: 94.4116, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2324, s1.loss_cls: 0.0744, s1.acc: 94.5693, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1126, s2.loss_cls: 0.0367, s2.acc: 94.5400, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0526, loss: 1.0984 2024-03-11 09:15:11,496 - mmdet - INFO - Epoch [17][2350/7330] lr: 1.342e-05, eta: 2 days, 9:37:29, time: 1.371, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1686, s0.acc: 94.0420, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2336, s1.loss_cls: 0.0798, s1.acc: 94.2442, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1129, s2.loss_cls: 0.0390, s2.acc: 94.2313, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0529, loss: 1.1401 2024-03-11 09:16:19,563 - mmdet - INFO - Epoch [17][2400/7330] lr: 1.342e-05, eta: 2 days, 9:36:12, time: 1.361, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1611, s0.acc: 94.4053, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2339, s1.loss_cls: 0.0753, s1.acc: 94.5541, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1147, s2.loss_cls: 0.0374, s2.acc: 94.3608, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0541, loss: 1.1088 2024-03-11 09:17:26,302 - mmdet - INFO - Epoch [17][2450/7330] lr: 1.342e-05, eta: 2 days, 9:34:54, time: 1.335, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1640, s0.acc: 94.2937, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2292, s1.loss_cls: 0.0773, s1.acc: 94.5364, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1124, s2.loss_cls: 0.0386, s2.acc: 94.3975, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0522, loss: 1.1095 2024-03-11 09:18:40,991 - mmdet - INFO - Epoch [17][2500/7330] lr: 1.342e-05, eta: 2 days, 9:33:46, time: 1.494, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1627, s0.acc: 94.3384, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2328, s1.loss_cls: 0.0758, s1.acc: 94.5870, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1137, s2.loss_cls: 0.0379, s2.acc: 94.4887, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0534, loss: 1.1161 2024-03-11 09:19:52,640 - mmdet - INFO - Epoch [17][2550/7330] lr: 1.342e-05, eta: 2 days, 9:32:34, time: 1.433, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1699, s0.acc: 94.0889, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2355, s1.loss_cls: 0.0794, s1.acc: 94.3724, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1141, s2.loss_cls: 0.0389, s2.acc: 94.2692, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0533, loss: 1.1417 2024-03-11 09:21:01,205 - mmdet - INFO - Epoch [17][2600/7330] lr: 1.342e-05, eta: 2 days, 9:31:18, time: 1.371, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1696, s0.acc: 94.1006, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2377, s1.loss_cls: 0.0796, s1.acc: 94.2541, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1146, s2.loss_cls: 0.0395, s2.acc: 94.1355, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0531, loss: 1.1433 2024-03-11 09:22:12,624 - mmdet - INFO - Epoch [17][2650/7330] lr: 1.342e-05, eta: 2 days, 9:30:05, time: 1.428, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1688, s0.acc: 94.1633, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2338, s1.loss_cls: 0.0796, s1.acc: 94.3724, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1133, s2.loss_cls: 0.0392, s2.acc: 94.1791, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0529, loss: 1.1285 2024-03-11 09:23:24,284 - mmdet - INFO - Epoch [17][2700/7330] lr: 1.342e-05, eta: 2 days, 9:28:53, time: 1.433, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1705, s0.acc: 94.1038, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2346, s1.loss_cls: 0.0802, s1.acc: 94.3419, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1145, s2.loss_cls: 0.0396, s2.acc: 94.1883, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0535, loss: 1.1466 2024-03-11 09:24:38,407 - mmdet - INFO - Epoch [17][2750/7330] lr: 1.342e-05, eta: 2 days, 9:27:44, time: 1.482, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1718, s0.acc: 94.2017, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2310, s1.loss_cls: 0.0795, s1.acc: 94.4669, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1127, s2.loss_cls: 0.0393, s2.acc: 94.3364, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0524, loss: 1.1252 2024-03-11 09:25:53,362 - mmdet - INFO - Epoch [17][2800/7330] lr: 1.342e-05, eta: 2 days, 9:26:35, time: 1.499, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1663, s0.acc: 94.2209, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2344, s1.loss_cls: 0.0779, s1.acc: 94.4302, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1125, s2.loss_cls: 0.0391, s2.acc: 94.3306, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0525, loss: 1.1235 2024-03-11 09:27:04,824 - mmdet - INFO - Epoch [17][2850/7330] lr: 1.342e-05, eta: 2 days, 9:25:23, time: 1.429, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1648, s0.acc: 94.2729, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2298, s1.loss_cls: 0.0783, s1.acc: 94.5034, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1123, s2.loss_cls: 0.0387, s2.acc: 94.3396, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0524, loss: 1.1083 2024-03-11 09:28:19,964 - mmdet - INFO - Epoch [17][2900/7330] lr: 1.342e-05, eta: 2 days, 9:24:15, time: 1.503, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1649, s0.acc: 94.1294, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2356, s1.loss_cls: 0.0790, s1.acc: 94.2932, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1146, s2.loss_cls: 0.0395, s2.acc: 94.1322, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0541, loss: 1.1400 2024-03-11 09:29:33,305 - mmdet - INFO - Epoch [17][2950/7330] lr: 1.342e-05, eta: 2 days, 9:23:05, time: 1.467, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1684, s0.acc: 94.1887, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2356, s1.loss_cls: 0.0801, s1.acc: 94.4741, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1127, s2.loss_cls: 0.0393, s2.acc: 94.3600, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0528, loss: 1.1273 2024-03-11 09:30:44,642 - mmdet - INFO - Epoch [17][3000/7330] lr: 1.342e-05, eta: 2 days, 9:21:52, time: 1.427, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1656, s0.acc: 94.1895, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2312, s1.loss_cls: 0.0771, s1.acc: 94.4561, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1119, s2.loss_cls: 0.0382, s2.acc: 94.3223, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0523, loss: 1.1156 2024-03-11 09:31:59,007 - mmdet - INFO - Epoch [17][3050/7330] lr: 1.342e-05, eta: 2 days, 9:20:43, time: 1.487, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1615, s0.acc: 94.4089, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2329, s1.loss_cls: 0.0758, s1.acc: 94.5963, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1132, s2.loss_cls: 0.0374, s2.acc: 94.4272, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0527, loss: 1.1005 2024-03-11 09:33:11,672 - mmdet - INFO - Epoch [17][3100/7330] lr: 1.342e-05, eta: 2 days, 9:19:32, time: 1.453, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1620, s0.acc: 94.1663, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2332, s1.loss_cls: 0.0759, s1.acc: 94.4277, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1138, s2.loss_cls: 0.0387, s2.acc: 94.2092, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0530, loss: 1.1272 2024-03-11 09:34:25,242 - mmdet - INFO - Epoch [17][3150/7330] lr: 1.342e-05, eta: 2 days, 9:18:22, time: 1.471, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1481, s0.acc: 94.7917, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2265, s1.loss_cls: 0.0706, s1.acc: 94.9683, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1106, s2.loss_cls: 0.0348, s2.acc: 94.7657, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0519, loss: 1.0536 2024-03-11 09:35:38,178 - mmdet - INFO - Epoch [17][3200/7330] lr: 1.342e-05, eta: 2 days, 9:17:12, time: 1.459, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1622, s0.acc: 94.4172, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2333, s1.loss_cls: 0.0763, s1.acc: 94.5627, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1123, s2.loss_cls: 0.0383, s2.acc: 94.4033, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0525, loss: 1.1002 2024-03-11 09:36:51,871 - mmdet - INFO - Epoch [17][3250/7330] lr: 1.342e-05, eta: 2 days, 9:16:02, time: 1.474, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1676, s0.acc: 94.1597, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2313, s1.loss_cls: 0.0786, s1.acc: 94.3955, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1123, s2.loss_cls: 0.0389, s2.acc: 94.3232, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0523, loss: 1.1288 2024-03-11 09:38:03,968 - mmdet - INFO - Epoch [17][3300/7330] lr: 1.342e-05, eta: 2 days, 9:14:50, time: 1.442, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1703, s0.acc: 94.1067, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2319, s1.loss_cls: 0.0812, s1.acc: 94.2045, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1120, s2.loss_cls: 0.0402, s2.acc: 93.9970, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0524, loss: 1.1282 2024-03-11 09:39:15,068 - mmdet - INFO - Epoch [17][3350/7330] lr: 1.342e-05, eta: 2 days, 9:13:37, time: 1.422, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1638, s0.acc: 94.3137, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2279, s1.loss_cls: 0.0764, s1.acc: 94.4838, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1124, s2.loss_cls: 0.0381, s2.acc: 94.3632, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0527, loss: 1.1029 2024-03-11 09:40:25,062 - mmdet - INFO - Epoch [17][3400/7330] lr: 1.342e-05, eta: 2 days, 9:12:23, time: 1.400, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1594, s0.acc: 94.4360, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2301, s1.loss_cls: 0.0754, s1.acc: 94.5844, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1117, s2.loss_cls: 0.0372, s2.acc: 94.4327, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0521, loss: 1.0924 2024-03-11 09:41:37,712 - mmdet - INFO - Epoch [17][3450/7330] lr: 1.342e-05, eta: 2 days, 9:11:12, time: 1.453, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1617, s0.acc: 94.2878, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2299, s1.loss_cls: 0.0754, s1.acc: 94.5997, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1124, s2.loss_cls: 0.0378, s2.acc: 94.4250, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0534, loss: 1.1142 2024-03-11 09:42:51,328 - mmdet - INFO - Epoch [17][3500/7330] lr: 1.342e-05, eta: 2 days, 9:10:02, time: 1.472, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1613, s0.acc: 94.3469, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2302, s1.loss_cls: 0.0764, s1.acc: 94.5107, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1117, s2.loss_cls: 0.0381, s2.acc: 94.4424, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0524, loss: 1.0977 2024-03-11 09:43:57,785 - mmdet - INFO - Epoch [17][3550/7330] lr: 1.342e-05, eta: 2 days, 9:08:44, time: 1.329, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1586, s0.acc: 94.4863, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2272, s1.loss_cls: 0.0763, s1.acc: 94.6489, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1109, s2.loss_cls: 0.0383, s2.acc: 94.3992, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0521, loss: 1.0769 2024-03-11 09:45:11,125 - mmdet - INFO - Epoch [17][3600/7330] lr: 1.342e-05, eta: 2 days, 9:07:34, time: 1.467, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1556, s0.acc: 94.5466, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2301, s1.loss_cls: 0.0730, s1.acc: 94.7696, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1119, s2.loss_cls: 0.0364, s2.acc: 94.5992, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0527, loss: 1.0748 2024-03-11 09:46:21,836 - mmdet - INFO - Epoch [17][3650/7330] lr: 1.342e-05, eta: 2 days, 9:06:20, time: 1.414, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1602, s0.acc: 94.3811, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2315, s1.loss_cls: 0.0755, s1.acc: 94.5887, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1121, s2.loss_cls: 0.0377, s2.acc: 94.4958, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0526, loss: 1.1017 2024-03-11 09:47:34,667 - mmdet - INFO - Epoch [17][3700/7330] lr: 1.342e-05, eta: 2 days, 9:05:09, time: 1.457, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1569, s0.acc: 94.4563, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2292, s1.loss_cls: 0.0738, s1.acc: 94.5990, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1122, s2.loss_cls: 0.0374, s2.acc: 94.3839, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0526, loss: 1.0962 2024-03-11 09:48:46,375 - mmdet - INFO - Epoch [17][3750/7330] lr: 1.342e-05, eta: 2 days, 9:03:57, time: 1.434, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1587, s0.acc: 94.4458, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2296, s1.loss_cls: 0.0751, s1.acc: 94.6010, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1116, s2.loss_cls: 0.0370, s2.acc: 94.5144, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0522, loss: 1.0949 2024-03-11 09:49:57,903 - mmdet - INFO - Epoch [17][3800/7330] lr: 1.342e-05, eta: 2 days, 9:02:45, time: 1.431, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1586, s0.acc: 94.4380, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2261, s1.loss_cls: 0.0743, s1.acc: 94.6236, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1097, s2.loss_cls: 0.0374, s2.acc: 94.4121, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0514, loss: 1.0907 2024-03-11 09:51:11,066 - mmdet - INFO - Epoch [17][3850/7330] lr: 1.342e-05, eta: 2 days, 9:01:35, time: 1.463, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1659, s0.acc: 94.0881, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2354, s1.loss_cls: 0.0787, s1.acc: 94.2564, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1148, s2.loss_cls: 0.0391, s2.acc: 94.2027, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0536, loss: 1.1438 2024-03-11 09:52:24,479 - mmdet - INFO - Epoch [17][3900/7330] lr: 1.342e-05, eta: 2 days, 9:00:24, time: 1.468, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1671, s0.acc: 94.1306, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2341, s1.loss_cls: 0.0794, s1.acc: 94.3031, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1136, s2.loss_cls: 0.0393, s2.acc: 94.0950, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0533, loss: 1.1372 2024-03-11 09:53:38,611 - mmdet - INFO - Epoch [17][3950/7330] lr: 1.342e-05, eta: 2 days, 8:59:15, time: 1.483, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1692, s0.acc: 94.1836, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2381, s1.loss_cls: 0.0795, s1.acc: 94.3869, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1153, s2.loss_cls: 0.0391, s2.acc: 94.3983, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0539, loss: 1.1422 2024-03-11 09:54:56,826 - mmdet - INFO - Epoch [17][4000/7330] lr: 1.342e-05, eta: 2 days, 8:58:11, time: 1.564, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1629, s0.acc: 94.2534, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2322, s1.loss_cls: 0.0777, s1.acc: 94.4033, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1131, s2.loss_cls: 0.0384, s2.acc: 94.3129, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0529, loss: 1.1074 2024-03-11 09:56:10,173 - mmdet - INFO - Epoch [17][4050/7330] lr: 1.342e-05, eta: 2 days, 8:57:00, time: 1.467, data_time: 0.223, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1649, s0.acc: 94.1318, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2351, s1.loss_cls: 0.0774, s1.acc: 94.3398, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1137, s2.loss_cls: 0.0383, s2.acc: 94.2716, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0534, loss: 1.1329 2024-03-11 09:57:17,904 - mmdet - INFO - Epoch [17][4100/7330] lr: 1.342e-05, eta: 2 days, 8:55:44, time: 1.355, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1671, s0.acc: 94.1138, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2315, s1.loss_cls: 0.0783, s1.acc: 94.3199, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1134, s2.loss_cls: 0.0394, s2.acc: 94.1172, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0529, loss: 1.1257 2024-03-11 09:58:29,154 - mmdet - INFO - Epoch [17][4150/7330] lr: 1.342e-05, eta: 2 days, 8:54:31, time: 1.425, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1608, s0.acc: 94.4243, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2289, s1.loss_cls: 0.0756, s1.acc: 94.6281, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1114, s2.loss_cls: 0.0385, s2.acc: 94.3291, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0520, loss: 1.0985 2024-03-11 09:59:44,550 - mmdet - INFO - Epoch [17][4200/7330] lr: 1.342e-05, eta: 2 days, 8:53:23, time: 1.508, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1669, s0.acc: 94.1201, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2327, s1.loss_cls: 0.0783, s1.acc: 94.3340, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1125, s2.loss_cls: 0.0387, s2.acc: 94.2984, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0526, loss: 1.1304 2024-03-11 10:00:59,882 - mmdet - INFO - Epoch [17][4250/7330] lr: 1.342e-05, eta: 2 days, 8:52:15, time: 1.507, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1720, s0.acc: 94.0615, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2357, s1.loss_cls: 0.0811, s1.acc: 94.2266, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1158, s2.loss_cls: 0.0401, s2.acc: 94.1896, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0548, loss: 1.1475 2024-03-11 10:02:12,524 - mmdet - INFO - Epoch [17][4300/7330] lr: 1.342e-05, eta: 2 days, 8:51:04, time: 1.453, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1706, s0.acc: 94.0002, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2399, s1.loss_cls: 0.0803, s1.acc: 94.2114, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1162, s2.loss_cls: 0.0398, s2.acc: 94.1437, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0542, loss: 1.1468 2024-03-11 10:03:22,151 - mmdet - INFO - Epoch [17][4350/7330] lr: 1.342e-05, eta: 2 days, 8:49:50, time: 1.393, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1645, s0.acc: 94.2771, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2303, s1.loss_cls: 0.0768, s1.acc: 94.5467, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1131, s2.loss_cls: 0.0384, s2.acc: 94.3532, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0529, loss: 1.1219 2024-03-11 10:04:35,327 - mmdet - INFO - Epoch [17][4400/7330] lr: 1.342e-05, eta: 2 days, 8:48:39, time: 1.464, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1573, s0.acc: 94.5022, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2283, s1.loss_cls: 0.0736, s1.acc: 94.8195, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1120, s2.loss_cls: 0.0362, s2.acc: 94.7543, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0527, loss: 1.0865 2024-03-11 10:05:47,416 - mmdet - INFO - Epoch [17][4450/7330] lr: 1.342e-05, eta: 2 days, 8:47:27, time: 1.442, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1522, s0.acc: 94.5564, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2292, s1.loss_cls: 0.0722, s1.acc: 94.7390, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1125, s2.loss_cls: 0.0367, s2.acc: 94.5483, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0526, loss: 1.0758 2024-03-11 10:06:58,428 - mmdet - INFO - Epoch [17][4500/7330] lr: 1.342e-05, eta: 2 days, 8:46:14, time: 1.420, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1643, s0.acc: 94.2981, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2350, s1.loss_cls: 0.0779, s1.acc: 94.4963, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1132, s2.loss_cls: 0.0388, s2.acc: 94.3330, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0533, loss: 1.1216 2024-03-11 10:08:07,588 - mmdet - INFO - Epoch [17][4550/7330] lr: 1.342e-05, eta: 2 days, 8:44:59, time: 1.383, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1616, s0.acc: 94.4236, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2326, s1.loss_cls: 0.0751, s1.acc: 94.7198, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1136, s2.loss_cls: 0.0371, s2.acc: 94.5482, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0531, loss: 1.1131 2024-03-11 10:09:22,312 - mmdet - INFO - Epoch [17][4600/7330] lr: 1.342e-05, eta: 2 days, 8:43:51, time: 1.494, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1655, s0.acc: 94.2300, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2323, s1.loss_cls: 0.0779, s1.acc: 94.3920, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1123, s2.loss_cls: 0.0382, s2.acc: 94.3560, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0522, loss: 1.1132 2024-03-11 10:10:32,766 - mmdet - INFO - Epoch [17][4650/7330] lr: 1.342e-05, eta: 2 days, 8:42:37, time: 1.409, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1578, s0.acc: 94.4224, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2321, s1.loss_cls: 0.0761, s1.acc: 94.4748, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1125, s2.loss_cls: 0.0376, s2.acc: 94.4961, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0528, loss: 1.0900 2024-03-11 10:11:48,509 - mmdet - INFO - Epoch [17][4700/7330] lr: 1.342e-05, eta: 2 days, 8:41:30, time: 1.515, data_time: 0.212, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1599, s0.acc: 94.4578, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2356, s1.loss_cls: 0.0753, s1.acc: 94.5988, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1153, s2.loss_cls: 0.0375, s2.acc: 94.5038, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0540, loss: 1.1098 2024-03-11 10:13:02,859 - mmdet - INFO - Epoch [17][4750/7330] lr: 1.342e-05, eta: 2 days, 8:40:21, time: 1.487, data_time: 0.266, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1610, s0.acc: 94.4250, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2359, s1.loss_cls: 0.0761, s1.acc: 94.6055, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1140, s2.loss_cls: 0.0375, s2.acc: 94.4849, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0533, loss: 1.1154 2024-03-11 10:14:14,923 - mmdet - INFO - Epoch [17][4800/7330] lr: 1.342e-05, eta: 2 days, 8:39:09, time: 1.441, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1575, s0.acc: 94.4360, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2314, s1.loss_cls: 0.0754, s1.acc: 94.5939, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1128, s2.loss_cls: 0.0374, s2.acc: 94.5081, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0528, loss: 1.0869 2024-03-11 10:15:28,504 - mmdet - INFO - Epoch [17][4850/7330] lr: 1.342e-05, eta: 2 days, 8:37:59, time: 1.472, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1685, s0.acc: 94.1448, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2370, s1.loss_cls: 0.0790, s1.acc: 94.3653, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1153, s2.loss_cls: 0.0395, s2.acc: 94.2797, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0542, loss: 1.1391 2024-03-11 10:16:41,065 - mmdet - INFO - Epoch [17][4900/7330] lr: 1.342e-05, eta: 2 days, 8:36:48, time: 1.451, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1650, s0.acc: 94.2756, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2292, s1.loss_cls: 0.0778, s1.acc: 94.4918, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1109, s2.loss_cls: 0.0393, s2.acc: 94.2758, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0521, loss: 1.1083 2024-03-11 10:17:55,619 - mmdet - INFO - Epoch [17][4950/7330] lr: 1.342e-05, eta: 2 days, 8:35:39, time: 1.491, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1729, s0.acc: 93.9326, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2357, s1.loss_cls: 0.0829, s1.acc: 94.0387, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1152, s2.loss_cls: 0.0411, s2.acc: 93.9197, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0541, loss: 1.1561 2024-03-11 10:19:11,826 - mmdet - INFO - Epoch [17][5000/7330] lr: 1.342e-05, eta: 2 days, 8:34:32, time: 1.524, data_time: 0.264, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1684, s0.acc: 94.1082, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2320, s1.loss_cls: 0.0794, s1.acc: 94.2970, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1130, s2.loss_cls: 0.0390, s2.acc: 94.2000, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0525, loss: 1.1319 2024-03-11 10:20:24,724 - mmdet - INFO - Epoch [17][5050/7330] lr: 1.342e-05, eta: 2 days, 8:33:21, time: 1.458, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1698, s0.acc: 94.0710, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2383, s1.loss_cls: 0.0793, s1.acc: 94.2738, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1156, s2.loss_cls: 0.0393, s2.acc: 94.0863, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0540, loss: 1.1429 2024-03-11 10:21:39,375 - mmdet - INFO - Epoch [17][5100/7330] lr: 1.342e-05, eta: 2 days, 8:32:12, time: 1.493, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1672, s0.acc: 94.1436, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2362, s1.loss_cls: 0.0788, s1.acc: 94.3493, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1140, s2.loss_cls: 0.0394, s2.acc: 94.1302, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0533, loss: 1.1390 2024-03-11 10:22:48,188 - mmdet - INFO - Epoch [17][5150/7330] lr: 1.342e-05, eta: 2 days, 8:30:57, time: 1.376, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1602, s0.acc: 94.4324, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2267, s1.loss_cls: 0.0747, s1.acc: 94.6788, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1105, s2.loss_cls: 0.0371, s2.acc: 94.6032, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0517, loss: 1.0931 2024-03-11 10:24:01,385 - mmdet - INFO - Epoch [17][5200/7330] lr: 1.342e-05, eta: 2 days, 8:29:46, time: 1.464, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1670, s0.acc: 94.2217, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2365, s1.loss_cls: 0.0784, s1.acc: 94.4292, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1144, s2.loss_cls: 0.0390, s2.acc: 94.3263, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0540, loss: 1.1339 2024-03-11 10:25:11,960 - mmdet - INFO - Epoch [17][5250/7330] lr: 1.342e-05, eta: 2 days, 8:28:33, time: 1.411, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1580, s0.acc: 94.5378, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2330, s1.loss_cls: 0.0743, s1.acc: 94.7418, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1143, s2.loss_cls: 0.0370, s2.acc: 94.6602, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0536, loss: 1.0942 2024-03-11 10:26:19,836 - mmdet - INFO - Epoch [17][5300/7330] lr: 1.342e-05, eta: 2 days, 8:27:16, time: 1.358, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1680, s0.acc: 94.1921, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2314, s1.loss_cls: 0.0785, s1.acc: 94.3482, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1131, s2.loss_cls: 0.0389, s2.acc: 94.2447, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0528, loss: 1.1215 2024-03-11 10:27:30,725 - mmdet - INFO - Epoch [17][5350/7330] lr: 1.342e-05, eta: 2 days, 8:26:03, time: 1.418, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1632, s0.acc: 94.3230, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2320, s1.loss_cls: 0.0772, s1.acc: 94.4918, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1122, s2.loss_cls: 0.0384, s2.acc: 94.3305, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0523, loss: 1.1170 2024-03-11 10:28:41,799 - mmdet - INFO - Epoch [17][5400/7330] lr: 1.342e-05, eta: 2 days, 8:24:50, time: 1.422, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1598, s0.acc: 94.4897, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2295, s1.loss_cls: 0.0753, s1.acc: 94.6217, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1101, s2.loss_cls: 0.0375, s2.acc: 94.5415, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0518, loss: 1.0832 2024-03-11 10:29:52,346 - mmdet - INFO - Epoch [17][5450/7330] lr: 1.342e-05, eta: 2 days, 8:23:37, time: 1.411, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1634, s0.acc: 94.3599, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2374, s1.loss_cls: 0.0758, s1.acc: 94.5623, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1144, s2.loss_cls: 0.0373, s2.acc: 94.5060, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0530, loss: 1.1178 2024-03-11 10:31:02,715 - mmdet - INFO - Epoch [17][5500/7330] lr: 1.342e-05, eta: 2 days, 8:22:23, time: 1.407, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1540, s0.acc: 94.6985, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2304, s1.loss_cls: 0.0724, s1.acc: 94.8213, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1132, s2.loss_cls: 0.0364, s2.acc: 94.5680, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0535, loss: 1.0732 2024-03-11 10:32:15,213 - mmdet - INFO - Epoch [17][5550/7330] lr: 1.342e-05, eta: 2 days, 8:21:12, time: 1.450, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1681, s0.acc: 94.0972, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2343, s1.loss_cls: 0.0788, s1.acc: 94.3446, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1124, s2.loss_cls: 0.0387, s2.acc: 94.2764, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0527, loss: 1.1342 2024-03-11 10:33:30,469 - mmdet - INFO - Epoch [17][5600/7330] lr: 1.342e-05, eta: 2 days, 8:20:04, time: 1.505, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1689, s0.acc: 94.1003, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2345, s1.loss_cls: 0.0799, s1.acc: 94.1609, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1124, s2.loss_cls: 0.0393, s2.acc: 94.2066, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0529, loss: 1.1233 2024-03-11 10:34:44,147 - mmdet - INFO - Epoch [17][5650/7330] lr: 1.342e-05, eta: 2 days, 8:18:54, time: 1.474, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1610, s0.acc: 94.3091, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2269, s1.loss_cls: 0.0757, s1.acc: 94.5103, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1095, s2.loss_cls: 0.0373, s2.acc: 94.4196, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0509, loss: 1.0952 2024-03-11 10:35:58,440 - mmdet - INFO - Epoch [17][5700/7330] lr: 1.342e-05, eta: 2 days, 8:17:45, time: 1.486, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1511, s0.acc: 94.6492, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2294, s1.loss_cls: 0.0709, s1.acc: 94.7836, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1112, s2.loss_cls: 0.0356, s2.acc: 94.6516, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0521, loss: 1.0842 2024-03-11 10:37:10,450 - mmdet - INFO - Epoch [17][5750/7330] lr: 1.342e-05, eta: 2 days, 8:16:33, time: 1.440, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1626, s0.acc: 94.2209, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2341, s1.loss_cls: 0.0778, s1.acc: 94.3252, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1137, s2.loss_cls: 0.0387, s2.acc: 94.2412, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0531, loss: 1.1219 2024-03-11 10:38:22,144 - mmdet - INFO - Epoch [17][5800/7330] lr: 1.342e-05, eta: 2 days, 8:15:21, time: 1.434, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1546, s0.acc: 94.4790, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2295, s1.loss_cls: 0.0744, s1.acc: 94.6349, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1125, s2.loss_cls: 0.0370, s2.acc: 94.4910, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0531, loss: 1.0959 2024-03-11 10:39:30,607 - mmdet - INFO - Epoch [17][5850/7330] lr: 1.342e-05, eta: 2 days, 8:14:05, time: 1.369, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1559, s0.acc: 94.4844, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2359, s1.loss_cls: 0.0724, s1.acc: 94.7254, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1133, s2.loss_cls: 0.0362, s2.acc: 94.6047, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0528, loss: 1.0962 2024-03-11 10:40:45,861 - mmdet - INFO - Epoch [17][5900/7330] lr: 1.342e-05, eta: 2 days, 8:12:57, time: 1.505, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1691, s0.acc: 94.1812, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2295, s1.loss_cls: 0.0787, s1.acc: 94.4277, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1105, s2.loss_cls: 0.0387, s2.acc: 94.4749, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0517, loss: 1.1135 2024-03-11 10:41:58,461 - mmdet - INFO - Epoch [17][5950/7330] lr: 1.342e-05, eta: 2 days, 8:11:46, time: 1.452, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1613, s0.acc: 94.2324, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2355, s1.loss_cls: 0.0772, s1.acc: 94.3516, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1142, s2.loss_cls: 0.0385, s2.acc: 94.1855, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0533, loss: 1.1328 2024-03-11 10:43:09,509 - mmdet - INFO - Epoch [17][6000/7330] lr: 1.342e-05, eta: 2 days, 8:10:33, time: 1.421, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1506, s0.acc: 94.6956, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2281, s1.loss_cls: 0.0724, s1.acc: 94.7882, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1103, s2.loss_cls: 0.0356, s2.acc: 94.7212, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0514, loss: 1.0534 2024-03-11 10:44:21,868 - mmdet - INFO - Epoch [17][6050/7330] lr: 1.342e-05, eta: 2 days, 8:09:21, time: 1.447, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1654, s0.acc: 94.2339, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2289, s1.loss_cls: 0.0784, s1.acc: 94.3700, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1118, s2.loss_cls: 0.0391, s2.acc: 94.2677, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0522, loss: 1.1184 2024-03-11 10:45:29,975 - mmdet - INFO - Epoch [17][6100/7330] lr: 1.342e-05, eta: 2 days, 8:08:05, time: 1.362, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1517, s0.acc: 94.6230, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2233, s1.loss_cls: 0.0732, s1.acc: 94.7094, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1092, s2.loss_cls: 0.0368, s2.acc: 94.5223, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0515, loss: 1.0657 2024-03-11 10:46:40,181 - mmdet - INFO - Epoch [17][6150/7330] lr: 1.342e-05, eta: 2 days, 8:06:51, time: 1.404, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1547, s0.acc: 94.6296, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2320, s1.loss_cls: 0.0754, s1.acc: 94.6623, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1139, s2.loss_cls: 0.0376, s2.acc: 94.4291, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0535, loss: 1.0736 2024-03-11 10:47:54,329 - mmdet - INFO - Epoch [17][6200/7330] lr: 1.342e-05, eta: 2 days, 8:05:42, time: 1.483, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1629, s0.acc: 94.4944, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2288, s1.loss_cls: 0.0771, s1.acc: 94.6466, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1112, s2.loss_cls: 0.0381, s2.acc: 94.5401, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0522, loss: 1.0925 2024-03-11 10:49:11,265 - mmdet - INFO - Epoch [17][6250/7330] lr: 1.342e-05, eta: 2 days, 8:04:36, time: 1.539, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1746, s0.acc: 93.9553, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2368, s1.loss_cls: 0.0820, s1.acc: 94.1247, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1144, s2.loss_cls: 0.0400, s2.acc: 94.0972, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0538, loss: 1.1438 2024-03-11 10:50:24,275 - mmdet - INFO - Epoch [17][6300/7330] lr: 1.342e-05, eta: 2 days, 8:03:25, time: 1.460, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1651, s0.acc: 94.2344, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2275, s1.loss_cls: 0.0797, s1.acc: 94.2360, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1114, s2.loss_cls: 0.0394, s2.acc: 94.1995, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0521, loss: 1.1075 2024-03-11 10:51:34,764 - mmdet - INFO - Epoch [17][6350/7330] lr: 1.342e-05, eta: 2 days, 8:02:11, time: 1.410, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1610, s0.acc: 94.3003, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2325, s1.loss_cls: 0.0766, s1.acc: 94.4525, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1132, s2.loss_cls: 0.0383, s2.acc: 94.2900, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0532, loss: 1.1113 2024-03-11 10:52:45,933 - mmdet - INFO - Epoch [17][6400/7330] lr: 1.342e-05, eta: 2 days, 8:00:59, time: 1.423, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1599, s0.acc: 94.3984, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2314, s1.loss_cls: 0.0752, s1.acc: 94.5284, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1128, s2.loss_cls: 0.0375, s2.acc: 94.3985, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0527, loss: 1.1020 2024-03-11 10:53:59,132 - mmdet - INFO - Epoch [17][6450/7330] lr: 1.342e-05, eta: 2 days, 7:59:48, time: 1.464, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1683, s0.acc: 94.1648, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2300, s1.loss_cls: 0.0806, s1.acc: 94.3282, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1117, s2.loss_cls: 0.0396, s2.acc: 94.2437, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0520, loss: 1.1233 2024-03-11 10:55:14,575 - mmdet - INFO - Epoch [17][6500/7330] lr: 1.342e-05, eta: 2 days, 7:58:40, time: 1.509, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1584, s0.acc: 94.4961, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2301, s1.loss_cls: 0.0759, s1.acc: 94.6661, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1135, s2.loss_cls: 0.0381, s2.acc: 94.5373, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0534, loss: 1.0979 2024-03-11 10:56:29,545 - mmdet - INFO - Epoch [17][6550/7330] lr: 1.342e-05, eta: 2 days, 7:57:32, time: 1.499, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1655, s0.acc: 94.2808, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2348, s1.loss_cls: 0.0789, s1.acc: 94.3918, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1145, s2.loss_cls: 0.0392, s2.acc: 94.2863, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0535, loss: 1.1306 2024-03-11 10:57:40,164 - mmdet - INFO - Epoch [17][6600/7330] lr: 1.342e-05, eta: 2 days, 7:56:18, time: 1.412, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1701, s0.acc: 94.0962, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2349, s1.loss_cls: 0.0804, s1.acc: 94.2663, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1141, s2.loss_cls: 0.0397, s2.acc: 94.0774, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0532, loss: 1.1430 2024-03-11 10:58:54,466 - mmdet - INFO - Epoch [17][6650/7330] lr: 1.342e-05, eta: 2 days, 7:55:09, time: 1.486, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1728, s0.acc: 94.0410, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2400, s1.loss_cls: 0.0822, s1.acc: 94.1164, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1166, s2.loss_cls: 0.0411, s2.acc: 93.9329, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0546, loss: 1.1710 2024-03-11 11:00:09,297 - mmdet - INFO - Epoch [17][6700/7330] lr: 1.342e-05, eta: 2 days, 7:54:00, time: 1.496, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1646, s0.acc: 94.2808, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2367, s1.loss_cls: 0.0781, s1.acc: 94.4181, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1144, s2.loss_cls: 0.0389, s2.acc: 94.2818, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0533, loss: 1.1236 2024-03-11 11:01:20,254 - mmdet - INFO - Epoch [17][6750/7330] lr: 1.342e-05, eta: 2 days, 7:52:47, time: 1.419, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1515, s0.acc: 94.6936, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2264, s1.loss_cls: 0.0716, s1.acc: 94.8262, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1121, s2.loss_cls: 0.0359, s2.acc: 94.7004, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0526, loss: 1.0615 2024-03-11 11:02:33,565 - mmdet - INFO - Epoch [17][6800/7330] lr: 1.342e-05, eta: 2 days, 7:51:37, time: 1.467, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1522, s0.acc: 94.6821, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2250, s1.loss_cls: 0.0714, s1.acc: 94.8998, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1099, s2.loss_cls: 0.0357, s2.acc: 94.6997, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0516, loss: 1.0557 2024-03-11 11:03:46,654 - mmdet - INFO - Epoch [17][6850/7330] lr: 1.342e-05, eta: 2 days, 7:50:26, time: 1.462, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1610, s0.acc: 94.3669, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2380, s1.loss_cls: 0.0764, s1.acc: 94.4789, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1161, s2.loss_cls: 0.0382, s2.acc: 94.4095, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0543, loss: 1.1106 2024-03-11 11:04:57,050 - mmdet - INFO - Epoch [17][6900/7330] lr: 1.342e-05, eta: 2 days, 7:49:13, time: 1.408, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1681, s0.acc: 94.1973, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2310, s1.loss_cls: 0.0783, s1.acc: 94.4447, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1119, s2.loss_cls: 0.0387, s2.acc: 94.4023, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0523, loss: 1.1133 2024-03-11 11:06:09,345 - mmdet - INFO - Epoch [17][6950/7330] lr: 1.342e-05, eta: 2 days, 7:48:01, time: 1.446, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1598, s0.acc: 94.4746, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2363, s1.loss_cls: 0.0756, s1.acc: 94.7159, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1146, s2.loss_cls: 0.0362, s2.acc: 94.7803, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0535, loss: 1.1124 2024-03-11 11:07:17,643 - mmdet - INFO - Epoch [17][7000/7330] lr: 1.342e-05, eta: 2 days, 7:46:45, time: 1.366, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1738, s0.acc: 94.0339, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2366, s1.loss_cls: 0.0820, s1.acc: 94.2006, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1145, s2.loss_cls: 0.0406, s2.acc: 94.1563, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0536, loss: 1.1525 2024-03-11 11:08:29,395 - mmdet - INFO - Epoch [17][7050/7330] lr: 1.342e-05, eta: 2 days, 7:45:33, time: 1.435, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1590, s0.acc: 94.3938, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2340, s1.loss_cls: 0.0750, s1.acc: 94.6193, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1134, s2.loss_cls: 0.0378, s2.acc: 94.5103, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0534, loss: 1.1111 2024-03-11 11:09:41,599 - mmdet - INFO - Epoch [17][7100/7330] lr: 1.342e-05, eta: 2 days, 7:44:22, time: 1.444, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1724, s0.acc: 94.0283, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2319, s1.loss_cls: 0.0810, s1.acc: 94.1677, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1119, s2.loss_cls: 0.0400, s2.acc: 94.1680, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0523, loss: 1.1322 2024-03-11 11:10:52,781 - mmdet - INFO - Epoch [17][7150/7330] lr: 1.342e-05, eta: 2 days, 7:43:09, time: 1.424, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1686, s0.acc: 94.0020, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2375, s1.loss_cls: 0.0793, s1.acc: 94.2572, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1169, s2.loss_cls: 0.0395, s2.acc: 94.1694, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0545, loss: 1.1527 2024-03-11 11:12:06,156 - mmdet - INFO - Epoch [17][7200/7330] lr: 1.342e-05, eta: 2 days, 7:41:59, time: 1.467, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1558, s0.acc: 94.6233, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2255, s1.loss_cls: 0.0737, s1.acc: 94.7278, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1091, s2.loss_cls: 0.0369, s2.acc: 94.5380, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0512, loss: 1.0724 2024-03-11 11:13:16,689 - mmdet - INFO - Epoch [17][7250/7330] lr: 1.342e-05, eta: 2 days, 7:40:45, time: 1.411, data_time: 0.096, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1687, s0.acc: 94.1768, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2412, s1.loss_cls: 0.0789, s1.acc: 94.4665, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1157, s2.loss_cls: 0.0386, s2.acc: 94.3385, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0539, loss: 1.1342 2024-03-11 11:14:27,551 - mmdet - INFO - Epoch [17][7300/7330] lr: 1.342e-05, eta: 2 days, 7:39:32, time: 1.417, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1687, s0.acc: 94.1699, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2351, s1.loss_cls: 0.0813, s1.acc: 94.1806, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1144, s2.loss_cls: 0.0400, s2.acc: 94.2192, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0531, loss: 1.1308 2024-03-11 11:15:02,789 - mmdet - INFO - Saving checkpoint at 17 epochs 2024-03-11 11:20:49,208 - mmdet - INFO - Evaluating bbox... 2024-03-11 11:21:24,991 - 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 ] = 0.675 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.530 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.321 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 ] = 0.631 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 ] = 0.460 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.661 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.769 2024-03-11 11:21:24,992 - mmdet - INFO - Evaluating segm... 2024-03-11 11:22:02,263 - 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 ] = 0.650 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.454 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.234 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 ] = 0.606 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 ] = 0.381 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.586 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.699 2024-03-11 11:22:02,857 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 11:22:02,860 - mmdet - INFO - Epoch(val) [17][1250] bbox_mAP: 0.4870, bbox_mAP_50: 0.6750, bbox_mAP_75: 0.5300, bbox_mAP_s: 0.3210, bbox_mAP_m: 0.5220, bbox_mAP_l: 0.6310, bbox_mAP_copypaste: 0.487 0.675 0.530 0.321 0.522 0.631, segm_mAP: 0.4230, segm_mAP_50: 0.6500, segm_mAP_75: 0.4540, segm_mAP_s: 0.2340, segm_mAP_m: 0.4570, segm_mAP_l: 0.6060, segm_mAP_copypaste: 0.423 0.650 0.454 0.234 0.457 0.606 2024-03-11 11:23:21,383 - mmdet - INFO - Epoch [18][50/7330] lr: 1.342e-05, eta: 2 days, 7:36:56, time: 1.569, data_time: 0.296, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1598, s0.acc: 94.4297, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2244, s1.loss_cls: 0.0743, s1.acc: 94.7510, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1099, s2.loss_cls: 0.0366, s2.acc: 94.6041, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0516, loss: 1.0832 2024-03-11 11:24:31,844 - mmdet - INFO - Epoch [18][100/7330] lr: 1.342e-05, eta: 2 days, 7:35:42, time: 1.409, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1604, s0.acc: 94.2898, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2303, s1.loss_cls: 0.0759, s1.acc: 94.4957, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1115, s2.loss_cls: 0.0376, s2.acc: 94.3434, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0522, loss: 1.1103 2024-03-11 11:25:46,177 - mmdet - INFO - Epoch [18][150/7330] lr: 1.342e-05, eta: 2 days, 7:34:33, time: 1.487, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1644, s0.acc: 94.2600, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2411, s1.loss_cls: 0.0777, s1.acc: 94.4485, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1178, s2.loss_cls: 0.0378, s2.acc: 94.3908, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0550, loss: 1.1404 2024-03-11 11:27:01,608 - mmdet - INFO - Epoch [18][200/7330] lr: 1.342e-05, eta: 2 days, 7:33:25, time: 1.509, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1538, s0.acc: 94.5605, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2275, s1.loss_cls: 0.0721, s1.acc: 94.7993, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1115, s2.loss_cls: 0.0363, s2.acc: 94.6298, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0522, loss: 1.0704 2024-03-11 11:28:11,241 - mmdet - INFO - Epoch [18][250/7330] lr: 1.342e-05, eta: 2 days, 7:32:11, time: 1.393, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1495, s0.acc: 94.7981, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2261, s1.loss_cls: 0.0698, s1.acc: 95.0307, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1116, s2.loss_cls: 0.0349, s2.acc: 94.9132, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0519, loss: 1.0430 2024-03-11 11:29:22,519 - mmdet - INFO - Epoch [18][300/7330] lr: 1.342e-05, eta: 2 days, 7:30:58, time: 1.426, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1608, s0.acc: 94.3662, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2258, s1.loss_cls: 0.0753, s1.acc: 94.6760, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1107, s2.loss_cls: 0.0378, s2.acc: 94.4784, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0519, loss: 1.0935 2024-03-11 11:30:39,869 - mmdet - INFO - Epoch [18][350/7330] lr: 1.342e-05, eta: 2 days, 7:29:52, time: 1.547, data_time: 0.244, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1530, s0.acc: 94.6509, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2303, s1.loss_cls: 0.0711, s1.acc: 94.8983, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1118, s2.loss_cls: 0.0352, s2.acc: 94.8604, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0525, loss: 1.0702 2024-03-11 11:31:49,456 - mmdet - INFO - Epoch [18][400/7330] lr: 1.342e-05, eta: 2 days, 7:28:38, time: 1.391, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1555, s0.acc: 94.5664, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2292, s1.loss_cls: 0.0722, s1.acc: 94.8483, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1124, s2.loss_cls: 0.0364, s2.acc: 94.6957, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0529, loss: 1.0869 2024-03-11 11:32:59,305 - mmdet - INFO - Epoch [18][450/7330] lr: 1.342e-05, eta: 2 days, 7:27:24, time: 1.397, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1612, s0.acc: 94.2629, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2301, s1.loss_cls: 0.0754, s1.acc: 94.5147, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1120, s2.loss_cls: 0.0378, s2.acc: 94.3675, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0525, loss: 1.1170 2024-03-11 11:34:14,065 - mmdet - INFO - Epoch [18][500/7330] lr: 1.342e-05, eta: 2 days, 7:26:15, time: 1.495, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1645, s0.acc: 94.1438, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2325, s1.loss_cls: 0.0781, s1.acc: 94.2969, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1119, s2.loss_cls: 0.0391, s2.acc: 94.1269, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0524, loss: 1.1231 2024-03-11 11:35:21,783 - mmdet - INFO - Epoch [18][550/7330] lr: 1.342e-05, eta: 2 days, 7:24:58, time: 1.354, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1577, s0.acc: 94.4746, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2298, s1.loss_cls: 0.0738, s1.acc: 94.6939, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1118, s2.loss_cls: 0.0366, s2.acc: 94.6189, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0522, loss: 1.0906 2024-03-11 11:36:33,094 - mmdet - INFO - Epoch [18][600/7330] lr: 1.342e-05, eta: 2 days, 7:23:46, time: 1.426, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1574, s0.acc: 94.4158, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2299, s1.loss_cls: 0.0736, s1.acc: 94.6282, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1123, s2.loss_cls: 0.0366, s2.acc: 94.5779, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0525, loss: 1.0978 2024-03-11 11:37:47,424 - mmdet - INFO - Epoch [18][650/7330] lr: 1.342e-05, eta: 2 days, 7:22:37, time: 1.487, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1504, s0.acc: 94.5825, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2192, s1.loss_cls: 0.0703, s1.acc: 94.7600, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1075, s2.loss_cls: 0.0351, s2.acc: 94.6386, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0510, loss: 1.0524 2024-03-11 11:39:00,033 - mmdet - INFO - Epoch [18][700/7330] lr: 1.342e-05, eta: 2 days, 7:21:25, time: 1.452, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1635, s0.acc: 94.2043, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2276, s1.loss_cls: 0.0773, s1.acc: 94.4269, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1104, s2.loss_cls: 0.0388, s2.acc: 94.1383, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0516, loss: 1.1071 2024-03-11 11:40:11,479 - mmdet - INFO - Epoch [18][750/7330] lr: 1.342e-05, eta: 2 days, 7:20:13, time: 1.429, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1609, s0.acc: 94.2078, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2349, s1.loss_cls: 0.0767, s1.acc: 94.3157, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1127, s2.loss_cls: 0.0389, s2.acc: 94.1584, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0525, loss: 1.1238 2024-03-11 11:41:23,577 - mmdet - INFO - Epoch [18][800/7330] lr: 1.342e-05, eta: 2 days, 7:19:01, time: 1.442, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1499, s0.acc: 94.6279, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2282, s1.loss_cls: 0.0715, s1.acc: 94.7736, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1109, s2.loss_cls: 0.0363, s2.acc: 94.5700, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0515, loss: 1.0691 2024-03-11 11:42:39,438 - mmdet - INFO - Epoch [18][850/7330] lr: 1.342e-05, eta: 2 days, 7:17:54, time: 1.517, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1621, s0.acc: 94.2395, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2266, s1.loss_cls: 0.0761, s1.acc: 94.4805, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1104, s2.loss_cls: 0.0378, s2.acc: 94.3935, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0520, loss: 1.1106 2024-03-11 11:43:50,267 - mmdet - INFO - Epoch [18][900/7330] lr: 1.342e-05, eta: 2 days, 7:16:41, time: 1.417, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1606, s0.acc: 94.3008, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2330, s1.loss_cls: 0.0756, s1.acc: 94.5084, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1129, s2.loss_cls: 0.0373, s2.acc: 94.4585, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0529, loss: 1.1130 2024-03-11 11:45:00,139 - mmdet - INFO - Epoch [18][950/7330] lr: 1.342e-05, eta: 2 days, 7:15:27, time: 1.397, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1483, s0.acc: 94.7695, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2255, s1.loss_cls: 0.0700, s1.acc: 94.9471, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1108, s2.loss_cls: 0.0352, s2.acc: 94.8373, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0526, loss: 1.0544 2024-03-11 11:46:12,144 - mmdet - INFO - Epoch [18][1000/7330] lr: 1.342e-05, eta: 2 days, 7:14:15, time: 1.440, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1525, s0.acc: 94.5605, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2279, s1.loss_cls: 0.0707, s1.acc: 94.8480, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1113, s2.loss_cls: 0.0357, s2.acc: 94.6638, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0518, loss: 1.0793 2024-03-11 11:47:24,802 - mmdet - INFO - Epoch [18][1050/7330] lr: 1.342e-05, eta: 2 days, 7:13:04, time: 1.453, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1559, s0.acc: 94.5024, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2283, s1.loss_cls: 0.0725, s1.acc: 94.7733, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1119, s2.loss_cls: 0.0362, s2.acc: 94.6049, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0527, loss: 1.0996 2024-03-11 11:48:39,120 - mmdet - INFO - Epoch [18][1100/7330] lr: 1.342e-05, eta: 2 days, 7:11:54, time: 1.486, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1649, s0.acc: 94.1729, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2360, s1.loss_cls: 0.0769, s1.acc: 94.4711, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1145, s2.loss_cls: 0.0381, s2.acc: 94.3395, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0535, loss: 1.1322 2024-03-11 11:49:51,305 - mmdet - INFO - Epoch [18][1150/7330] lr: 1.342e-05, eta: 2 days, 7:10:43, time: 1.444, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1544, s0.acc: 94.5620, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2294, s1.loss_cls: 0.0720, s1.acc: 94.8491, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1121, s2.loss_cls: 0.0355, s2.acc: 94.6948, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0524, loss: 1.0854 2024-03-11 11:51:02,227 - mmdet - INFO - Epoch [18][1200/7330] lr: 1.342e-05, eta: 2 days, 7:09:30, time: 1.418, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1531, s0.acc: 94.4558, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2250, s1.loss_cls: 0.0716, s1.acc: 94.7268, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1098, s2.loss_cls: 0.0360, s2.acc: 94.5955, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0514, loss: 1.0788 2024-03-11 11:52:20,378 - mmdet - INFO - Epoch [18][1250/7330] lr: 1.342e-05, eta: 2 days, 7:08:25, time: 1.563, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1826, s0.acc: 93.6960, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2371, s1.loss_cls: 0.0872, s1.acc: 93.8298, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1148, s2.loss_cls: 0.0427, s2.acc: 93.7952, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0530, loss: 1.1780 2024-03-11 11:53:36,422 - mmdet - INFO - Epoch [18][1300/7330] lr: 1.342e-05, eta: 2 days, 7:07:17, time: 1.521, data_time: 0.201, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1738, s0.acc: 93.8594, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2340, s1.loss_cls: 0.0830, s1.acc: 94.0090, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1139, s2.loss_cls: 0.0409, s2.acc: 93.9282, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0531, loss: 1.1508 2024-03-11 11:54:46,809 - mmdet - INFO - Epoch [18][1350/7330] lr: 1.342e-05, eta: 2 days, 7:06:04, time: 1.408, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1686, s0.acc: 94.0471, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2278, s1.loss_cls: 0.0794, s1.acc: 94.2259, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1119, s2.loss_cls: 0.0397, s2.acc: 94.0669, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0525, loss: 1.1235 2024-03-11 11:56:01,823 - mmdet - INFO - Epoch [18][1400/7330] lr: 1.342e-05, eta: 2 days, 7:04:55, time: 1.500, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1610, s0.acc: 94.3801, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2324, s1.loss_cls: 0.0761, s1.acc: 94.5134, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1129, s2.loss_cls: 0.0382, s2.acc: 94.3570, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0529, loss: 1.1011 2024-03-11 11:57:17,536 - mmdet - INFO - Epoch [18][1450/7330] lr: 1.342e-05, eta: 2 days, 7:03:47, time: 1.514, data_time: 0.218, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1728, s0.acc: 93.9927, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2357, s1.loss_cls: 0.0822, s1.acc: 94.0757, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1149, s2.loss_cls: 0.0405, s2.acc: 93.9943, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0539, loss: 1.1564 2024-03-11 11:58:33,693 - mmdet - INFO - Epoch [18][1500/7330] lr: 1.342e-05, eta: 2 days, 7:02:40, time: 1.523, data_time: 0.205, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1559, s0.acc: 94.4590, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2323, s1.loss_cls: 0.0742, s1.acc: 94.6753, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1126, s2.loss_cls: 0.0368, s2.acc: 94.5393, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0527, loss: 1.0858 2024-03-11 11:59:44,817 - mmdet - INFO - Epoch [18][1550/7330] lr: 1.342e-05, eta: 2 days, 7:01:27, time: 1.422, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1625, s0.acc: 94.3748, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2332, s1.loss_cls: 0.0765, s1.acc: 94.5205, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1138, s2.loss_cls: 0.0382, s2.acc: 94.3994, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0532, loss: 1.1071 2024-03-11 12:00:52,997 - mmdet - INFO - Epoch [18][1600/7330] lr: 1.342e-05, eta: 2 days, 7:00:11, time: 1.364, data_time: 0.118, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1594, s0.acc: 94.4294, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2279, s1.loss_cls: 0.0753, s1.acc: 94.5880, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1121, s2.loss_cls: 0.0370, s2.acc: 94.5504, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0523, loss: 1.0968 2024-03-11 12:02:03,568 - mmdet - INFO - Epoch [18][1650/7330] lr: 1.342e-05, eta: 2 days, 6:58:58, time: 1.411, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1676, s0.acc: 94.1755, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2312, s1.loss_cls: 0.0782, s1.acc: 94.3946, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1135, s2.loss_cls: 0.0391, s2.acc: 94.2574, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0528, loss: 1.1206 2024-03-11 12:03:17,052 - mmdet - INFO - Epoch [18][1700/7330] lr: 1.342e-05, eta: 2 days, 6:57:48, time: 1.470, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1602, s0.acc: 94.4937, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2238, s1.loss_cls: 0.0743, s1.acc: 94.7207, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1099, s2.loss_cls: 0.0372, s2.acc: 94.5430, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0516, loss: 1.0765 2024-03-11 12:04:28,443 - mmdet - INFO - Epoch [18][1750/7330] lr: 1.342e-05, eta: 2 days, 6:56:35, time: 1.428, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1561, s0.acc: 94.5212, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2288, s1.loss_cls: 0.0734, s1.acc: 94.7505, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1121, s2.loss_cls: 0.0366, s2.acc: 94.6386, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0526, loss: 1.0925 2024-03-11 12:05:38,694 - mmdet - INFO - Epoch [18][1800/7330] lr: 1.342e-05, eta: 2 days, 6:55:22, time: 1.405, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1560, s0.acc: 94.4988, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2292, s1.loss_cls: 0.0726, s1.acc: 94.8170, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1115, s2.loss_cls: 0.0368, s2.acc: 94.5572, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0521, loss: 1.0862 2024-03-11 12:06:51,218 - mmdet - INFO - Epoch [18][1850/7330] lr: 1.342e-05, eta: 2 days, 6:54:10, time: 1.450, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1757, s0.acc: 93.9766, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2346, s1.loss_cls: 0.0817, s1.acc: 94.3146, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1141, s2.loss_cls: 0.0399, s2.acc: 94.2971, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0534, loss: 1.1557 2024-03-11 12:08:01,864 - mmdet - INFO - Epoch [18][1900/7330] lr: 1.342e-05, eta: 2 days, 6:52:57, time: 1.413, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1690, s0.acc: 94.2417, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2277, s1.loss_cls: 0.0803, s1.acc: 94.3813, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1122, s2.loss_cls: 0.0395, s2.acc: 94.3058, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0528, loss: 1.1106 2024-03-11 12:09:14,348 - mmdet - INFO - Epoch [18][1950/7330] lr: 1.342e-05, eta: 2 days, 6:51:46, time: 1.449, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1649, s0.acc: 94.3330, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2253, s1.loss_cls: 0.0780, s1.acc: 94.5125, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1108, s2.loss_cls: 0.0378, s2.acc: 94.4638, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0520, loss: 1.0916 2024-03-11 12:10:27,460 - mmdet - INFO - Epoch [18][2000/7330] lr: 1.342e-05, eta: 2 days, 6:50:35, time: 1.463, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1631, s0.acc: 94.3340, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2292, s1.loss_cls: 0.0754, s1.acc: 94.6732, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1110, s2.loss_cls: 0.0373, s2.acc: 94.5311, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0519, loss: 1.1042 2024-03-11 12:11:37,520 - mmdet - INFO - Epoch [18][2050/7330] lr: 1.342e-05, eta: 2 days, 6:49:21, time: 1.401, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1700, s0.acc: 94.0696, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2323, s1.loss_cls: 0.0803, s1.acc: 94.3817, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1122, s2.loss_cls: 0.0396, s2.acc: 94.2427, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0526, loss: 1.1369 2024-03-11 12:12:52,062 - mmdet - INFO - Epoch [18][2100/7330] lr: 1.342e-05, eta: 2 days, 6:48:12, time: 1.491, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1680, s0.acc: 94.1208, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2341, s1.loss_cls: 0.0785, s1.acc: 94.3982, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1135, s2.loss_cls: 0.0392, s2.acc: 94.3663, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0531, loss: 1.1421 2024-03-11 12:14:06,039 - mmdet - INFO - Epoch [18][2150/7330] lr: 1.342e-05, eta: 2 days, 6:47:02, time: 1.480, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1683, s0.acc: 94.1584, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2293, s1.loss_cls: 0.0792, s1.acc: 94.3411, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1115, s2.loss_cls: 0.0389, s2.acc: 94.3054, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0522, loss: 1.1244 2024-03-11 12:15:17,539 - mmdet - INFO - Epoch [18][2200/7330] lr: 1.342e-05, eta: 2 days, 6:45:50, time: 1.430, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1575, s0.acc: 94.3877, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2344, s1.loss_cls: 0.0737, s1.acc: 94.5824, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1136, s2.loss_cls: 0.0366, s2.acc: 94.5202, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0530, loss: 1.0983 2024-03-11 12:16:26,213 - mmdet - INFO - Epoch [18][2250/7330] lr: 1.342e-05, eta: 2 days, 6:44:35, time: 1.373, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1616, s0.acc: 94.3655, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2329, s1.loss_cls: 0.0761, s1.acc: 94.4796, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1131, s2.loss_cls: 0.0371, s2.acc: 94.4405, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0531, loss: 1.1062 2024-03-11 12:17:40,228 - mmdet - INFO - Epoch [18][2300/7330] lr: 1.342e-05, eta: 2 days, 6:43:25, time: 1.480, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1626, s0.acc: 94.4424, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2298, s1.loss_cls: 0.0759, s1.acc: 94.5380, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1115, s2.loss_cls: 0.0380, s2.acc: 94.4055, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0522, loss: 1.1018 2024-03-11 12:18:54,120 - mmdet - INFO - Epoch [18][2350/7330] lr: 1.342e-05, eta: 2 days, 6:42:15, time: 1.478, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1643, s0.acc: 94.2520, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2303, s1.loss_cls: 0.0775, s1.acc: 94.4131, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1128, s2.loss_cls: 0.0394, s2.acc: 94.1135, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0532, loss: 1.1253 2024-03-11 12:20:03,537 - mmdet - INFO - Epoch [18][2400/7330] lr: 1.342e-05, eta: 2 days, 6:41:01, time: 1.388, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1645, s0.acc: 94.3059, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2297, s1.loss_cls: 0.0770, s1.acc: 94.5127, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1116, s2.loss_cls: 0.0386, s2.acc: 94.3633, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0520, loss: 1.1096 2024-03-11 12:21:12,315 - mmdet - INFO - Epoch [18][2450/7330] lr: 1.342e-05, eta: 2 days, 6:39:45, time: 1.376, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1595, s0.acc: 94.2971, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2330, s1.loss_cls: 0.0745, s1.acc: 94.5881, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1134, s2.loss_cls: 0.0372, s2.acc: 94.4581, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0531, loss: 1.1058 2024-03-11 12:22:26,437 - mmdet - INFO - Epoch [18][2500/7330] lr: 1.342e-05, eta: 2 days, 6:38:36, time: 1.482, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1684, s0.acc: 93.9858, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2372, s1.loss_cls: 0.0781, s1.acc: 94.1716, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1151, s2.loss_cls: 0.0385, s2.acc: 94.1622, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0538, loss: 1.1493 2024-03-11 12:23:37,057 - mmdet - INFO - Epoch [18][2550/7330] lr: 1.342e-05, eta: 2 days, 6:37:22, time: 1.412, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1636, s0.acc: 94.2695, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2267, s1.loss_cls: 0.0762, s1.acc: 94.4987, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1101, s2.loss_cls: 0.0380, s2.acc: 94.3798, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0514, loss: 1.1104 2024-03-11 12:24:47,666 - mmdet - INFO - Epoch [18][2600/7330] lr: 1.342e-05, eta: 2 days, 6:36:09, time: 1.412, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1696, s0.acc: 94.0840, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2362, s1.loss_cls: 0.0792, s1.acc: 94.2852, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1150, s2.loss_cls: 0.0393, s2.acc: 94.1662, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0534, loss: 1.1434 2024-03-11 12:25:56,412 - mmdet - INFO - Epoch [18][2650/7330] lr: 1.342e-05, eta: 2 days, 6:34:54, time: 1.375, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1505, s0.acc: 94.7124, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2238, s1.loss_cls: 0.0700, s1.acc: 94.9720, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1095, s2.loss_cls: 0.0346, s2.acc: 94.8771, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0515, loss: 1.0507 2024-03-11 12:27:04,363 - mmdet - INFO - Epoch [18][2700/7330] lr: 1.342e-05, eta: 2 days, 6:33:38, time: 1.359, data_time: 0.112, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1538, s0.acc: 94.5696, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2277, s1.loss_cls: 0.0724, s1.acc: 94.7463, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1110, s2.loss_cls: 0.0365, s2.acc: 94.5284, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0523, loss: 1.0799 2024-03-11 12:28:18,061 - mmdet - INFO - Epoch [18][2750/7330] lr: 1.342e-05, eta: 2 days, 6:32:28, time: 1.474, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1594, s0.acc: 94.4458, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2260, s1.loss_cls: 0.0740, s1.acc: 94.6957, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1096, s2.loss_cls: 0.0365, s2.acc: 94.4873, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0514, loss: 1.0826 2024-03-11 12:29:29,375 - mmdet - INFO - Epoch [18][2800/7330] lr: 1.342e-05, eta: 2 days, 6:31:15, time: 1.426, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1553, s0.acc: 94.4824, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2207, s1.loss_cls: 0.0735, s1.acc: 94.6779, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1079, s2.loss_cls: 0.0366, s2.acc: 94.6172, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0509, loss: 1.0687 2024-03-11 12:30:43,761 - mmdet - INFO - Epoch [18][2850/7330] lr: 1.342e-05, eta: 2 days, 6:30:06, time: 1.488, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1562, s0.acc: 94.5449, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2278, s1.loss_cls: 0.0736, s1.acc: 94.7507, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1117, s2.loss_cls: 0.0367, s2.acc: 94.6308, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0526, loss: 1.0880 2024-03-11 12:31:57,756 - mmdet - INFO - Epoch [18][2900/7330] lr: 1.342e-05, eta: 2 days, 6:28:56, time: 1.480, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1594, s0.acc: 94.4436, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2269, s1.loss_cls: 0.0748, s1.acc: 94.6833, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1102, s2.loss_cls: 0.0377, s2.acc: 94.4735, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0517, loss: 1.0876 2024-03-11 12:33:15,703 - mmdet - INFO - Epoch [18][2950/7330] lr: 1.342e-05, eta: 2 days, 6:27:51, time: 1.559, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1637, s0.acc: 94.3455, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2335, s1.loss_cls: 0.0764, s1.acc: 94.5510, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1134, s2.loss_cls: 0.0379, s2.acc: 94.4014, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0534, loss: 1.1079 2024-03-11 12:34:27,735 - mmdet - INFO - Epoch [18][3000/7330] lr: 1.342e-05, eta: 2 days, 6:26:39, time: 1.441, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1727, s0.acc: 94.0789, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2349, s1.loss_cls: 0.0814, s1.acc: 94.2135, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1139, s2.loss_cls: 0.0406, s2.acc: 94.0642, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0533, loss: 1.1465 2024-03-11 12:35:40,583 - mmdet - INFO - Epoch [18][3050/7330] lr: 1.342e-05, eta: 2 days, 6:25:28, time: 1.457, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1736, s0.acc: 94.1306, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2295, s1.loss_cls: 0.0819, s1.acc: 94.3111, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1118, s2.loss_cls: 0.0406, s2.acc: 94.1931, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0525, loss: 1.1282 2024-03-11 12:36:53,969 - mmdet - INFO - Epoch [18][3100/7330] lr: 1.342e-05, eta: 2 days, 6:24:18, time: 1.468, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1665, s0.acc: 94.1963, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2355, s1.loss_cls: 0.0772, s1.acc: 94.4879, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1148, s2.loss_cls: 0.0389, s2.acc: 94.3146, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0542, loss: 1.1286 2024-03-11 12:38:08,273 - mmdet - INFO - Epoch [18][3150/7330] lr: 1.342e-05, eta: 2 days, 6:23:08, time: 1.486, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1680, s0.acc: 94.1609, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2340, s1.loss_cls: 0.0793, s1.acc: 94.3143, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1143, s2.loss_cls: 0.0404, s2.acc: 94.0551, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0540, loss: 1.1418 2024-03-11 12:39:17,373 - mmdet - INFO - Epoch [18][3200/7330] lr: 1.342e-05, eta: 2 days, 6:21:53, time: 1.382, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1595, s0.acc: 94.3865, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2300, s1.loss_cls: 0.0756, s1.acc: 94.5760, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1124, s2.loss_cls: 0.0373, s2.acc: 94.4911, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0526, loss: 1.1055 2024-03-11 12:40:30,676 - mmdet - INFO - Epoch [18][3250/7330] lr: 1.342e-05, eta: 2 days, 6:20:43, time: 1.466, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1631, s0.acc: 94.2671, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2272, s1.loss_cls: 0.0768, s1.acc: 94.5130, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1102, s2.loss_cls: 0.0384, s2.acc: 94.3714, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0517, loss: 1.0984 2024-03-11 12:41:42,392 - mmdet - INFO - Epoch [18][3300/7330] lr: 1.342e-05, eta: 2 days, 6:19:31, time: 1.434, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1647, s0.acc: 94.2063, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2350, s1.loss_cls: 0.0769, s1.acc: 94.4352, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1147, s2.loss_cls: 0.0384, s2.acc: 94.2967, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0538, loss: 1.1247 2024-03-11 12:42:52,270 - mmdet - INFO - Epoch [18][3350/7330] lr: 1.342e-05, eta: 2 days, 6:18:17, time: 1.398, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1630, s0.acc: 94.3760, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2300, s1.loss_cls: 0.0758, s1.acc: 94.6269, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1116, s2.loss_cls: 0.0375, s2.acc: 94.5545, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0525, loss: 1.1148 2024-03-11 12:44:05,436 - mmdet - INFO - Epoch [18][3400/7330] lr: 1.342e-05, eta: 2 days, 6:17:06, time: 1.463, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1567, s0.acc: 94.5137, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2300, s1.loss_cls: 0.0732, s1.acc: 94.7720, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1130, s2.loss_cls: 0.0361, s2.acc: 94.6207, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0530, loss: 1.0901 2024-03-11 12:45:18,452 - mmdet - INFO - Epoch [18][3450/7330] lr: 1.342e-05, eta: 2 days, 6:15:55, time: 1.460, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1548, s0.acc: 94.6667, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2267, s1.loss_cls: 0.0728, s1.acc: 94.8376, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1117, s2.loss_cls: 0.0362, s2.acc: 94.7864, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0524, loss: 1.0763 2024-03-11 12:46:31,574 - mmdet - INFO - Epoch [18][3500/7330] lr: 1.342e-05, eta: 2 days, 6:14:45, time: 1.462, data_time: 0.203, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1618, s0.acc: 94.3110, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2289, s1.loss_cls: 0.0756, s1.acc: 94.5586, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1123, s2.loss_cls: 0.0377, s2.acc: 94.3717, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0529, loss: 1.1081 2024-03-11 12:47:45,647 - mmdet - INFO - Epoch [18][3550/7330] lr: 1.342e-05, eta: 2 days, 6:13:35, time: 1.481, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1719, s0.acc: 93.9814, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2342, s1.loss_cls: 0.0800, s1.acc: 94.3189, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1140, s2.loss_cls: 0.0400, s2.acc: 94.1201, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0534, loss: 1.1471 2024-03-11 12:48:59,715 - mmdet - INFO - Epoch [18][3600/7330] lr: 1.342e-05, eta: 2 days, 6:12:25, time: 1.481, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1687, s0.acc: 94.0959, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2378, s1.loss_cls: 0.0799, s1.acc: 94.2761, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1156, s2.loss_cls: 0.0389, s2.acc: 94.1904, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0542, loss: 1.1436 2024-03-11 12:50:09,606 - mmdet - INFO - Epoch [18][3650/7330] lr: 1.342e-05, eta: 2 days, 6:11:11, time: 1.398, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1617, s0.acc: 94.3958, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2296, s1.loss_cls: 0.0755, s1.acc: 94.6597, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1111, s2.loss_cls: 0.0369, s2.acc: 94.7064, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0520, loss: 1.1016 2024-03-11 12:51:21,492 - mmdet - INFO - Epoch [18][3700/7330] lr: 1.342e-05, eta: 2 days, 6:09:59, time: 1.438, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1717, s0.acc: 94.0647, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2359, s1.loss_cls: 0.0803, s1.acc: 94.3280, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1149, s2.loss_cls: 0.0393, s2.acc: 94.2661, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0543, loss: 1.1437 2024-03-11 12:52:36,411 - mmdet - INFO - Epoch [18][3750/7330] lr: 1.342e-05, eta: 2 days, 6:08:51, time: 1.498, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1610, s0.acc: 94.4539, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2316, s1.loss_cls: 0.0744, s1.acc: 94.7104, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1119, s2.loss_cls: 0.0369, s2.acc: 94.7018, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0527, loss: 1.0930 2024-03-11 12:53:51,524 - mmdet - INFO - Epoch [18][3800/7330] lr: 1.342e-05, eta: 2 days, 6:07:42, time: 1.502, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1657, s0.acc: 94.2070, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2342, s1.loss_cls: 0.0787, s1.acc: 94.3269, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1145, s2.loss_cls: 0.0393, s2.acc: 94.1856, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0537, loss: 1.1344 2024-03-11 12:55:02,579 - mmdet - INFO - Epoch [18][3850/7330] lr: 1.342e-05, eta: 2 days, 6:06:29, time: 1.421, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1615, s0.acc: 94.2400, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2319, s1.loss_cls: 0.0764, s1.acc: 94.4111, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1123, s2.loss_cls: 0.0384, s2.acc: 94.2734, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0524, loss: 1.1178 2024-03-11 12:56:15,289 - mmdet - INFO - Epoch [18][3900/7330] lr: 1.342e-05, eta: 2 days, 6:05:18, time: 1.454, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1724, s0.acc: 94.0378, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2351, s1.loss_cls: 0.0806, s1.acc: 94.2289, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1144, s2.loss_cls: 0.0393, s2.acc: 94.1908, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0537, loss: 1.1460 2024-03-11 12:57:29,929 - mmdet - INFO - Epoch [18][3950/7330] lr: 1.342e-05, eta: 2 days, 6:04:09, time: 1.493, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1649, s0.acc: 94.3533, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2295, s1.loss_cls: 0.0775, s1.acc: 94.6246, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1123, s2.loss_cls: 0.0379, s2.acc: 94.5775, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0525, loss: 1.1125 2024-03-11 12:58:42,478 - mmdet - INFO - Epoch [18][4000/7330] lr: 1.342e-05, eta: 2 days, 6:02:58, time: 1.451, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1662, s0.acc: 94.2117, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2288, s1.loss_cls: 0.0778, s1.acc: 94.3760, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1114, s2.loss_cls: 0.0380, s2.acc: 94.3390, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0518, loss: 1.1203 2024-03-11 12:59:52,703 - mmdet - INFO - Epoch [18][4050/7330] lr: 1.342e-05, eta: 2 days, 6:01:44, time: 1.404, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1576, s0.acc: 94.5266, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2318, s1.loss_cls: 0.0752, s1.acc: 94.6218, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1122, s2.loss_cls: 0.0373, s2.acc: 94.4571, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0526, loss: 1.0973 2024-03-11 13:01:07,108 - mmdet - INFO - Epoch [18][4100/7330] lr: 1.342e-05, eta: 2 days, 6:00:35, time: 1.488, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1706, s0.acc: 94.0344, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2304, s1.loss_cls: 0.0813, s1.acc: 94.1822, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1128, s2.loss_cls: 0.0403, s2.acc: 94.0409, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0527, loss: 1.1400 2024-03-11 13:02:20,419 - mmdet - INFO - Epoch [18][4150/7330] lr: 1.342e-05, eta: 2 days, 5:59:24, time: 1.466, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1613, s0.acc: 94.3601, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2234, s1.loss_cls: 0.0763, s1.acc: 94.5100, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1092, s2.loss_cls: 0.0379, s2.acc: 94.4628, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0517, loss: 1.0892 2024-03-11 13:03:34,078 - mmdet - INFO - Epoch [18][4200/7330] lr: 1.342e-05, eta: 2 days, 5:58:14, time: 1.473, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1646, s0.acc: 94.3081, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2309, s1.loss_cls: 0.0773, s1.acc: 94.5008, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1121, s2.loss_cls: 0.0379, s2.acc: 94.4242, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0521, loss: 1.1043 2024-03-11 13:04:48,811 - mmdet - INFO - Epoch [18][4250/7330] lr: 1.342e-05, eta: 2 days, 5:57:05, time: 1.495, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1631, s0.acc: 94.3228, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2313, s1.loss_cls: 0.0767, s1.acc: 94.6157, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1124, s2.loss_cls: 0.0377, s2.acc: 94.4164, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0526, loss: 1.1102 2024-03-11 13:06:01,059 - mmdet - INFO - Epoch [18][4300/7330] lr: 1.342e-05, eta: 2 days, 5:55:54, time: 1.445, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1643, s0.acc: 94.3318, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2302, s1.loss_cls: 0.0774, s1.acc: 94.5276, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1116, s2.loss_cls: 0.0382, s2.acc: 94.4255, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0519, loss: 1.1135 2024-03-11 13:07:09,431 - mmdet - INFO - Epoch [18][4350/7330] lr: 1.342e-05, eta: 2 days, 5:54:38, time: 1.367, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1534, s0.acc: 94.6340, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2298, s1.loss_cls: 0.0724, s1.acc: 94.8342, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1128, s2.loss_cls: 0.0364, s2.acc: 94.6239, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0532, loss: 1.0769 2024-03-11 13:08:24,466 - mmdet - INFO - Epoch [18][4400/7330] lr: 1.342e-05, eta: 2 days, 5:53:29, time: 1.501, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1590, s0.acc: 94.3918, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2271, s1.loss_cls: 0.0758, s1.acc: 94.5369, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1112, s2.loss_cls: 0.0373, s2.acc: 94.4425, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0515, loss: 1.0879 2024-03-11 13:09:32,507 - mmdet - INFO - Epoch [18][4450/7330] lr: 1.342e-05, eta: 2 days, 5:52:13, time: 1.361, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1658, s0.acc: 94.2185, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2353, s1.loss_cls: 0.0779, s1.acc: 94.4354, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1147, s2.loss_cls: 0.0382, s2.acc: 94.4376, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0537, loss: 1.1247 2024-03-11 13:10:41,217 - mmdet - INFO - Epoch [18][4500/7330] lr: 1.342e-05, eta: 2 days, 5:50:58, time: 1.374, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1568, s0.acc: 94.6399, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2278, s1.loss_cls: 0.0750, s1.acc: 94.7188, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1107, s2.loss_cls: 0.0372, s2.acc: 94.6063, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0519, loss: 1.0749 2024-03-11 13:11:53,558 - mmdet - INFO - Epoch [18][4550/7330] lr: 1.342e-05, eta: 2 days, 5:49:47, time: 1.447, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1579, s0.acc: 94.5249, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2281, s1.loss_cls: 0.0740, s1.acc: 94.7596, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1116, s2.loss_cls: 0.0372, s2.acc: 94.6709, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0522, loss: 1.0867 2024-03-11 13:13:10,083 - mmdet - INFO - Epoch [18][4600/7330] lr: 1.342e-05, eta: 2 days, 5:48:40, time: 1.531, data_time: 0.236, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1682, s0.acc: 94.0400, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2374, s1.loss_cls: 0.0797, s1.acc: 94.1590, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1155, s2.loss_cls: 0.0397, s2.acc: 94.0645, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0540, loss: 1.1491 2024-03-11 13:14:28,726 - mmdet - INFO - Epoch [18][4650/7330] lr: 1.342e-05, eta: 2 days, 5:47:35, time: 1.573, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1627, s0.acc: 94.3132, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2298, s1.loss_cls: 0.0780, s1.acc: 94.4081, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1132, s2.loss_cls: 0.0384, s2.acc: 94.2498, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0532, loss: 1.1140 2024-03-11 13:15:37,482 - mmdet - INFO - Epoch [18][4700/7330] lr: 1.342e-05, eta: 2 days, 5:46:19, time: 1.375, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1671, s0.acc: 94.1392, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2367, s1.loss_cls: 0.0789, s1.acc: 94.3394, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1148, s2.loss_cls: 0.0389, s2.acc: 94.2778, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0535, loss: 1.1245 2024-03-11 13:16:45,637 - mmdet - INFO - Epoch [18][4750/7330] lr: 1.342e-05, eta: 2 days, 5:45:04, time: 1.363, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1688, s0.acc: 94.1091, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2254, s1.loss_cls: 0.0787, s1.acc: 94.3665, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1101, s2.loss_cls: 0.0391, s2.acc: 94.2494, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0520, loss: 1.1189 2024-03-11 13:17:55,716 - mmdet - INFO - Epoch [18][4800/7330] lr: 1.342e-05, eta: 2 days, 5:43:50, time: 1.401, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1622, s0.acc: 94.3679, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2352, s1.loss_cls: 0.0757, s1.acc: 94.6352, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1153, s2.loss_cls: 0.0380, s2.acc: 94.4549, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0547, loss: 1.1241 2024-03-11 13:19:09,757 - mmdet - INFO - Epoch [18][4850/7330] lr: 1.342e-05, eta: 2 days, 5:42:40, time: 1.481, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1704, s0.acc: 94.1589, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2318, s1.loss_cls: 0.0791, s1.acc: 94.3579, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1123, s2.loss_cls: 0.0386, s2.acc: 94.3524, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0527, loss: 1.1276 2024-03-11 13:20:20,723 - mmdet - INFO - Epoch [18][4900/7330] lr: 1.342e-05, eta: 2 days, 5:41:27, time: 1.419, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1630, s0.acc: 94.3298, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2283, s1.loss_cls: 0.0758, s1.acc: 94.5847, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1108, s2.loss_cls: 0.0375, s2.acc: 94.5199, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0521, loss: 1.0957 2024-03-11 13:21:33,099 - mmdet - INFO - Epoch [18][4950/7330] lr: 1.342e-05, eta: 2 days, 5:40:16, time: 1.448, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1623, s0.acc: 94.3394, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2362, s1.loss_cls: 0.0758, s1.acc: 94.5856, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1159, s2.loss_cls: 0.0376, s2.acc: 94.4626, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0543, loss: 1.1189 2024-03-11 13:22:42,149 - mmdet - INFO - Epoch [18][5000/7330] lr: 1.342e-05, eta: 2 days, 5:39:01, time: 1.381, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1650, s0.acc: 94.2498, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2369, s1.loss_cls: 0.0781, s1.acc: 94.4646, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1151, s2.loss_cls: 0.0390, s2.acc: 94.3488, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0537, loss: 1.1268 2024-03-11 13:23:54,951 - mmdet - INFO - Epoch [18][5050/7330] lr: 1.342e-05, eta: 2 days, 5:37:50, time: 1.456, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1554, s0.acc: 94.5276, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2345, s1.loss_cls: 0.0733, s1.acc: 94.7742, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1144, s2.loss_cls: 0.0365, s2.acc: 94.6673, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0535, loss: 1.0934 2024-03-11 13:25:03,276 - mmdet - INFO - Epoch [18][5100/7330] lr: 1.342e-05, eta: 2 days, 5:36:34, time: 1.366, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1468, s0.acc: 94.8694, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2255, s1.loss_cls: 0.0685, s1.acc: 95.0756, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1104, s2.loss_cls: 0.0344, s2.acc: 94.9077, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0517, loss: 1.0470 2024-03-11 13:26:14,120 - mmdet - INFO - Epoch [18][5150/7330] lr: 1.342e-05, eta: 2 days, 5:35:21, time: 1.417, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1633, s0.acc: 94.3372, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2351, s1.loss_cls: 0.0768, s1.acc: 94.5093, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1137, s2.loss_cls: 0.0383, s2.acc: 94.3077, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0531, loss: 1.1114 2024-03-11 13:27:25,268 - mmdet - INFO - Epoch [18][5200/7330] lr: 1.342e-05, eta: 2 days, 5:34:08, time: 1.423, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1575, s0.acc: 94.3174, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2315, s1.loss_cls: 0.0749, s1.acc: 94.4249, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1125, s2.loss_cls: 0.0371, s2.acc: 94.3839, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0527, loss: 1.1016 2024-03-11 13:28:37,953 - mmdet - INFO - Epoch [18][5250/7330] lr: 1.342e-05, eta: 2 days, 5:32:57, time: 1.454, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1590, s0.acc: 94.3630, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2240, s1.loss_cls: 0.0744, s1.acc: 94.6680, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1094, s2.loss_cls: 0.0372, s2.acc: 94.4759, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0511, loss: 1.0885 2024-03-11 13:29:51,030 - mmdet - INFO - Epoch [18][5300/7330] lr: 1.342e-05, eta: 2 days, 5:31:46, time: 1.462, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1653, s0.acc: 94.3135, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2352, s1.loss_cls: 0.0778, s1.acc: 94.4854, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1143, s2.loss_cls: 0.0385, s2.acc: 94.3284, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0536, loss: 1.1188 2024-03-11 13:31:07,859 - mmdet - INFO - Epoch [18][5350/7330] lr: 1.342e-05, eta: 2 days, 5:30:40, time: 1.537, data_time: 0.209, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1598, s0.acc: 94.4441, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2225, s1.loss_cls: 0.0751, s1.acc: 94.6168, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1092, s2.loss_cls: 0.0374, s2.acc: 94.4425, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0509, loss: 1.0765 2024-03-11 13:32:20,552 - mmdet - INFO - Epoch [18][5400/7330] lr: 1.342e-05, eta: 2 days, 5:29:28, time: 1.454, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1657, s0.acc: 94.2083, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2348, s1.loss_cls: 0.0786, s1.acc: 94.3550, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1144, s2.loss_cls: 0.0388, s2.acc: 94.2313, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0533, loss: 1.1240 2024-03-11 13:33:34,093 - mmdet - INFO - Epoch [18][5450/7330] lr: 1.342e-05, eta: 2 days, 5:28:18, time: 1.471, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1613, s0.acc: 94.3757, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2323, s1.loss_cls: 0.0755, s1.acc: 94.5923, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1136, s2.loss_cls: 0.0375, s2.acc: 94.5173, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0532, loss: 1.1077 2024-03-11 13:34:43,228 - mmdet - INFO - Epoch [18][5500/7330] lr: 1.342e-05, eta: 2 days, 5:27:03, time: 1.383, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1589, s0.acc: 94.4253, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2292, s1.loss_cls: 0.0735, s1.acc: 94.6647, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1127, s2.loss_cls: 0.0368, s2.acc: 94.4987, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0527, loss: 1.0999 2024-03-11 13:35:52,964 - mmdet - INFO - Epoch [18][5550/7330] lr: 1.342e-05, eta: 2 days, 5:25:49, time: 1.395, data_time: 0.113, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1572, s0.acc: 94.4736, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2241, s1.loss_cls: 0.0737, s1.acc: 94.7063, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1094, s2.loss_cls: 0.0371, s2.acc: 94.6164, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0514, loss: 1.0817 2024-03-11 13:37:03,773 - mmdet - INFO - Epoch [18][5600/7330] lr: 1.342e-05, eta: 2 days, 5:24:36, time: 1.416, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1602, s0.acc: 94.3064, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2325, s1.loss_cls: 0.0759, s1.acc: 94.4337, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1137, s2.loss_cls: 0.0384, s2.acc: 94.1945, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0532, loss: 1.1060 2024-03-11 13:38:18,069 - mmdet - INFO - Epoch [18][5650/7330] lr: 1.342e-05, eta: 2 days, 5:23:27, time: 1.486, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1711, s0.acc: 94.0337, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2348, s1.loss_cls: 0.0818, s1.acc: 94.1252, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1151, s2.loss_cls: 0.0412, s2.acc: 93.8708, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0541, loss: 1.1501 2024-03-11 13:39:35,209 - mmdet - INFO - Epoch [18][5700/7330] lr: 1.342e-05, eta: 2 days, 5:22:20, time: 1.543, data_time: 0.203, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1617, s0.acc: 94.4226, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2256, s1.loss_cls: 0.0769, s1.acc: 94.5493, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1109, s2.loss_cls: 0.0387, s2.acc: 94.3882, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0520, loss: 1.0932 2024-03-11 13:40:45,163 - mmdet - INFO - Epoch [18][5750/7330] lr: 1.342e-05, eta: 2 days, 5:21:06, time: 1.399, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1653, s0.acc: 94.2676, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2297, s1.loss_cls: 0.0786, s1.acc: 94.4036, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1123, s2.loss_cls: 0.0393, s2.acc: 94.1890, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0530, loss: 1.1097 2024-03-11 13:42:00,082 - mmdet - INFO - Epoch [18][5800/7330] lr: 1.342e-05, eta: 2 days, 5:19:57, time: 1.498, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1737, s0.acc: 94.0171, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2367, s1.loss_cls: 0.0818, s1.acc: 94.2661, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1157, s2.loss_cls: 0.0401, s2.acc: 94.1707, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0545, loss: 1.1548 2024-03-11 13:43:14,373 - mmdet - INFO - Epoch [18][5850/7330] lr: 1.342e-05, eta: 2 days, 5:18:48, time: 1.486, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1653, s0.acc: 94.2573, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2335, s1.loss_cls: 0.0767, s1.acc: 94.5743, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1142, s2.loss_cls: 0.0381, s2.acc: 94.4520, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0533, loss: 1.1204 2024-03-11 13:44:26,956 - mmdet - INFO - Epoch [18][5900/7330] lr: 1.342e-05, eta: 2 days, 5:17:36, time: 1.452, data_time: 0.206, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1585, s0.acc: 94.4753, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2294, s1.loss_cls: 0.0750, s1.acc: 94.6140, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1122, s2.loss_cls: 0.0378, s2.acc: 94.4949, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0524, loss: 1.0874 2024-03-11 13:45:37,509 - mmdet - INFO - Epoch [18][5950/7330] lr: 1.342e-05, eta: 2 days, 5:16:23, time: 1.411, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1636, s0.acc: 94.1497, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2342, s1.loss_cls: 0.0771, s1.acc: 94.3285, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1133, s2.loss_cls: 0.0386, s2.acc: 94.2154, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0529, loss: 1.1259 2024-03-11 13:46:47,162 - mmdet - INFO - Epoch [18][6000/7330] lr: 1.342e-05, eta: 2 days, 5:15:09, time: 1.393, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1585, s0.acc: 94.4172, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2337, s1.loss_cls: 0.0748, s1.acc: 94.6480, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1139, s2.loss_cls: 0.0370, s2.acc: 94.5399, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0536, loss: 1.1033 2024-03-11 13:48:01,375 - mmdet - INFO - Epoch [18][6050/7330] lr: 1.342e-05, eta: 2 days, 5:13:59, time: 1.484, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1634, s0.acc: 94.3738, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2378, s1.loss_cls: 0.0770, s1.acc: 94.5575, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1170, s2.loss_cls: 0.0382, s2.acc: 94.4519, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0547, loss: 1.1174 2024-03-11 13:49:15,131 - mmdet - INFO - Epoch [18][6100/7330] lr: 1.342e-05, eta: 2 days, 5:12:49, time: 1.475, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1628, s0.acc: 94.3088, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2292, s1.loss_cls: 0.0772, s1.acc: 94.4848, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1126, s2.loss_cls: 0.0383, s2.acc: 94.3987, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0527, loss: 1.1078 2024-03-11 13:50:29,319 - mmdet - INFO - Epoch [18][6150/7330] lr: 1.342e-05, eta: 2 days, 5:11:40, time: 1.484, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1722, s0.acc: 94.1309, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2328, s1.loss_cls: 0.0813, s1.acc: 94.3396, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1131, s2.loss_cls: 0.0402, s2.acc: 94.2708, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0523, loss: 1.1383 2024-03-11 13:51:41,957 - mmdet - INFO - Epoch [18][6200/7330] lr: 1.342e-05, eta: 2 days, 5:10:28, time: 1.453, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1617, s0.acc: 94.3938, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2313, s1.loss_cls: 0.0771, s1.acc: 94.5603, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1121, s2.loss_cls: 0.0388, s2.acc: 94.2954, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0529, loss: 1.1094 2024-03-11 13:52:57,456 - mmdet - INFO - Epoch [18][6250/7330] lr: 1.342e-05, eta: 2 days, 5:09:20, time: 1.510, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1736, s0.acc: 94.0701, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2374, s1.loss_cls: 0.0816, s1.acc: 94.2394, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1140, s2.loss_cls: 0.0409, s2.acc: 94.0805, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0533, loss: 1.1474 2024-03-11 13:54:08,604 - mmdet - INFO - Epoch [18][6300/7330] lr: 1.342e-05, eta: 2 days, 5:08:07, time: 1.423, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1637, s0.acc: 94.3345, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2333, s1.loss_cls: 0.0779, s1.acc: 94.5206, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1127, s2.loss_cls: 0.0384, s2.acc: 94.4864, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0529, loss: 1.1042 2024-03-11 13:55:18,579 - mmdet - INFO - Epoch [18][6350/7330] lr: 1.342e-05, eta: 2 days, 5:06:53, time: 1.399, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1653, s0.acc: 94.1887, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2340, s1.loss_cls: 0.0783, s1.acc: 94.3750, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1138, s2.loss_cls: 0.0392, s2.acc: 94.2648, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0534, loss: 1.1298 2024-03-11 13:56:31,697 - mmdet - INFO - Epoch [18][6400/7330] lr: 1.342e-05, eta: 2 days, 5:05:43, time: 1.462, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1593, s0.acc: 94.4058, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2298, s1.loss_cls: 0.0741, s1.acc: 94.6829, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1130, s2.loss_cls: 0.0376, s2.acc: 94.3882, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0534, loss: 1.1045 2024-03-11 13:57:43,588 - mmdet - INFO - Epoch [18][6450/7330] lr: 1.342e-05, eta: 2 days, 5:04:31, time: 1.438, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1642, s0.acc: 94.2283, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2321, s1.loss_cls: 0.0779, s1.acc: 94.4252, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1135, s2.loss_cls: 0.0387, s2.acc: 94.2966, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0528, loss: 1.1217 2024-03-11 13:58:52,242 - mmdet - INFO - Epoch [18][6500/7330] lr: 1.342e-05, eta: 2 days, 5:03:16, time: 1.373, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1678, s0.acc: 94.0798, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2308, s1.loss_cls: 0.0790, s1.acc: 94.3353, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1111, s2.loss_cls: 0.0389, s2.acc: 94.2154, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0520, loss: 1.1226 2024-03-11 14:00:02,326 - mmdet - INFO - Epoch [18][6550/7330] lr: 1.342e-05, eta: 2 days, 5:02:02, time: 1.401, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1591, s0.acc: 94.4592, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2346, s1.loss_cls: 0.0752, s1.acc: 94.5750, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1146, s2.loss_cls: 0.0378, s2.acc: 94.4232, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0534, loss: 1.1072 2024-03-11 14:01:15,806 - mmdet - INFO - Epoch [18][6600/7330] lr: 1.342e-05, eta: 2 days, 5:00:51, time: 1.470, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1693, s0.acc: 94.1565, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2348, s1.loss_cls: 0.0794, s1.acc: 94.3983, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1152, s2.loss_cls: 0.0398, s2.acc: 94.1834, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0537, loss: 1.1518 2024-03-11 14:02:31,709 - mmdet - INFO - Epoch [18][6650/7330] lr: 1.342e-05, eta: 2 days, 4:59:43, time: 1.518, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1790, s0.acc: 93.7739, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2325, s1.loss_cls: 0.0837, s1.acc: 94.0572, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1150, s2.loss_cls: 0.0417, s2.acc: 93.9720, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0542, loss: 1.1734 2024-03-11 14:03:43,209 - mmdet - INFO - Epoch [18][6700/7330] lr: 1.342e-05, eta: 2 days, 4:58:31, time: 1.430, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1668, s0.acc: 94.2444, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2332, s1.loss_cls: 0.0794, s1.acc: 94.3690, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1140, s2.loss_cls: 0.0391, s2.acc: 94.3475, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0535, loss: 1.1210 2024-03-11 14:04:53,560 - mmdet - INFO - Epoch [18][6750/7330] lr: 1.342e-05, eta: 2 days, 4:57:18, time: 1.407, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1644, s0.acc: 94.1577, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2301, s1.loss_cls: 0.0776, s1.acc: 94.3252, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1120, s2.loss_cls: 0.0385, s2.acc: 94.2755, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0522, loss: 1.1111 2024-03-11 14:06:03,936 - mmdet - INFO - Epoch [18][6800/7330] lr: 1.342e-05, eta: 2 days, 4:56:04, time: 1.407, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1731, s0.acc: 93.8445, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2381, s1.loss_cls: 0.0809, s1.acc: 94.1165, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1158, s2.loss_cls: 0.0400, s2.acc: 94.1028, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0538, loss: 1.1621 2024-03-11 14:07:15,925 - mmdet - INFO - Epoch [18][6850/7330] lr: 1.342e-05, eta: 2 days, 4:54:52, time: 1.440, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1628, s0.acc: 94.3447, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2250, s1.loss_cls: 0.0769, s1.acc: 94.4866, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1105, s2.loss_cls: 0.0383, s2.acc: 94.4196, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0513, loss: 1.0955 2024-03-11 14:08:29,595 - mmdet - INFO - Epoch [18][6900/7330] lr: 1.342e-05, eta: 2 days, 4:53:42, time: 1.473, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1627, s0.acc: 94.3179, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2304, s1.loss_cls: 0.0779, s1.acc: 94.4505, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1137, s2.loss_cls: 0.0386, s2.acc: 94.4054, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0534, loss: 1.1045 2024-03-11 14:09:44,488 - mmdet - INFO - Epoch [18][6950/7330] lr: 1.342e-05, eta: 2 days, 4:52:33, time: 1.498, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1751, s0.acc: 93.8757, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2363, s1.loss_cls: 0.0826, s1.acc: 94.1190, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1165, s2.loss_cls: 0.0413, s2.acc: 93.9778, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0545, loss: 1.1786 2024-03-11 14:10:52,809 - mmdet - INFO - Epoch [18][7000/7330] lr: 1.342e-05, eta: 2 days, 4:51:18, time: 1.366, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1597, s0.acc: 94.4561, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2314, s1.loss_cls: 0.0745, s1.acc: 94.6742, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1149, s2.loss_cls: 0.0366, s2.acc: 94.6255, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0540, loss: 1.0988 2024-03-11 14:12:01,018 - mmdet - INFO - Epoch [18][7050/7330] lr: 1.342e-05, eta: 2 days, 4:50:02, time: 1.364, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1565, s0.acc: 94.5935, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2324, s1.loss_cls: 0.0748, s1.acc: 94.7123, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1136, s2.loss_cls: 0.0376, s2.acc: 94.5515, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0527, loss: 1.0851 2024-03-11 14:13:12,349 - mmdet - INFO - Epoch [18][7100/7330] lr: 1.342e-05, eta: 2 days, 4:48:49, time: 1.427, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1613, s0.acc: 94.3152, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2275, s1.loss_cls: 0.0767, s1.acc: 94.5154, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1117, s2.loss_cls: 0.0379, s2.acc: 94.4541, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0525, loss: 1.1054 2024-03-11 14:14:24,816 - mmdet - INFO - Epoch [18][7150/7330] lr: 1.342e-05, eta: 2 days, 4:47:38, time: 1.449, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1620, s0.acc: 94.3691, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2363, s1.loss_cls: 0.0765, s1.acc: 94.5042, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1161, s2.loss_cls: 0.0383, s2.acc: 94.2285, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0548, loss: 1.1210 2024-03-11 14:15:35,203 - mmdet - INFO - Epoch [18][7200/7330] lr: 1.342e-05, eta: 2 days, 4:46:25, time: 1.408, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1670, s0.acc: 94.3345, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2253, s1.loss_cls: 0.0770, s1.acc: 94.6456, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1104, s2.loss_cls: 0.0392, s2.acc: 94.4158, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0516, loss: 1.0929 2024-03-11 14:16:49,450 - mmdet - INFO - Epoch [18][7250/7330] lr: 1.342e-05, eta: 2 days, 4:45:15, time: 1.485, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1599, s0.acc: 94.4229, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2333, s1.loss_cls: 0.0746, s1.acc: 94.7017, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1141, s2.loss_cls: 0.0370, s2.acc: 94.4797, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0535, loss: 1.1005 2024-03-11 14:17:59,578 - mmdet - INFO - Epoch [18][7300/7330] lr: 1.342e-05, eta: 2 days, 4:44:01, time: 1.403, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1598, s0.acc: 94.4055, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2334, s1.loss_cls: 0.0751, s1.acc: 94.5933, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1143, s2.loss_cls: 0.0375, s2.acc: 94.5220, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0538, loss: 1.1118 2024-03-11 14:18:37,634 - mmdet - INFO - Saving checkpoint at 18 epochs 2024-03-11 14:24:40,368 - mmdet - INFO - Evaluating bbox... 2024-03-11 14:25:12,609 - 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 ] = 0.672 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.528 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.309 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.521 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 ] = 0.625 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 ] = 0.453 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.659 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.772 2024-03-11 14:25:12,610 - mmdet - INFO - Evaluating segm... 2024-03-11 14:25:52,748 - 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 ] = 0.650 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.456 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.220 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.457 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.607 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 ] = 0.374 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.586 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.706 2024-03-11 14:25:53,343 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 14:25:53,346 - mmdet - INFO - Epoch(val) [18][1250] bbox_mAP: 0.4860, bbox_mAP_50: 0.6720, bbox_mAP_75: 0.5280, bbox_mAP_s: 0.3090, bbox_mAP_m: 0.5210, bbox_mAP_l: 0.6360, bbox_mAP_copypaste: 0.486 0.672 0.528 0.309 0.521 0.636, segm_mAP: 0.4230, segm_mAP_50: 0.6500, segm_mAP_75: 0.4560, segm_mAP_s: 0.2200, segm_mAP_m: 0.4570, segm_mAP_l: 0.6070, segm_mAP_copypaste: 0.423 0.650 0.456 0.220 0.457 0.607 2024-03-11 14:27:12,861 - mmdet - INFO - Epoch [19][50/7330] lr: 1.342e-05, eta: 2 days, 4:41:30, time: 1.583, data_time: 0.263, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1650, s0.acc: 94.2275, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2310, s1.loss_cls: 0.0781, s1.acc: 94.3061, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1129, s2.loss_cls: 0.0387, s2.acc: 94.3689, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0530, loss: 1.1124 2024-03-11 14:28:24,617 - mmdet - INFO - Epoch [19][100/7330] lr: 1.342e-05, eta: 2 days, 4:40:18, time: 1.435, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1583, s0.acc: 94.4761, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2256, s1.loss_cls: 0.0735, s1.acc: 94.7539, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1107, s2.loss_cls: 0.0367, s2.acc: 94.5787, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0520, loss: 1.0897 2024-03-11 14:29:41,328 - mmdet - INFO - Epoch [19][150/7330] lr: 1.342e-05, eta: 2 days, 4:39:11, time: 1.534, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1679, s0.acc: 94.0876, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2344, s1.loss_cls: 0.0775, s1.acc: 94.3896, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1137, s2.loss_cls: 0.0387, s2.acc: 94.2977, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0532, loss: 1.1357 2024-03-11 14:30:56,260 - mmdet - INFO - Epoch [19][200/7330] lr: 1.342e-05, eta: 2 days, 4:38:02, time: 1.499, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1577, s0.acc: 94.4277, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2283, s1.loss_cls: 0.0738, s1.acc: 94.7196, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1132, s2.loss_cls: 0.0372, s2.acc: 94.4836, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0531, loss: 1.0982 2024-03-11 14:32:10,878 - mmdet - INFO - Epoch [19][250/7330] lr: 1.342e-05, eta: 2 days, 4:36:53, time: 1.492, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1615, s0.acc: 94.3054, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2305, s1.loss_cls: 0.0748, s1.acc: 94.5781, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1129, s2.loss_cls: 0.0381, s2.acc: 94.2952, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0524, loss: 1.1148 2024-03-11 14:33:21,411 - mmdet - INFO - Epoch [19][300/7330] lr: 1.342e-05, eta: 2 days, 4:35:40, time: 1.411, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1602, s0.acc: 94.4163, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2263, s1.loss_cls: 0.0743, s1.acc: 94.6740, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1109, s2.loss_cls: 0.0363, s2.acc: 94.7977, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0518, loss: 1.0825 2024-03-11 14:34:34,837 - mmdet - INFO - Epoch [19][350/7330] lr: 1.342e-05, eta: 2 days, 4:34:29, time: 1.469, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1623, s0.acc: 94.3330, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2330, s1.loss_cls: 0.0768, s1.acc: 94.5084, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1134, s2.loss_cls: 0.0382, s2.acc: 94.4646, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0532, loss: 1.1258 2024-03-11 14:35:44,439 - mmdet - INFO - Epoch [19][400/7330] lr: 1.342e-05, eta: 2 days, 4:33:15, time: 1.392, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1588, s0.acc: 94.4829, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2262, s1.loss_cls: 0.0742, s1.acc: 94.6780, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1094, s2.loss_cls: 0.0372, s2.acc: 94.6337, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0514, loss: 1.0853 2024-03-11 14:36:57,205 - mmdet - INFO - Epoch [19][450/7330] lr: 1.342e-05, eta: 2 days, 4:32:04, time: 1.455, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1514, s0.acc: 94.6777, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2291, s1.loss_cls: 0.0708, s1.acc: 94.8961, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1123, s2.loss_cls: 0.0352, s2.acc: 94.7304, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0522, loss: 1.0737 2024-03-11 14:38:10,556 - mmdet - INFO - Epoch [19][500/7330] lr: 1.342e-05, eta: 2 days, 4:30:53, time: 1.467, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1576, s0.acc: 94.5312, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2338, s1.loss_cls: 0.0732, s1.acc: 94.7088, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1138, s2.loss_cls: 0.0362, s2.acc: 94.6104, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0525, loss: 1.0972 2024-03-11 14:39:23,337 - mmdet - INFO - Epoch [19][550/7330] lr: 1.342e-05, eta: 2 days, 4:29:42, time: 1.456, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1627, s0.acc: 94.2288, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2369, s1.loss_cls: 0.0757, s1.acc: 94.4151, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1147, s2.loss_cls: 0.0381, s2.acc: 94.2691, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0537, loss: 1.1243 2024-03-11 14:40:40,178 - mmdet - INFO - Epoch [19][600/7330] lr: 1.342e-05, eta: 2 days, 4:28:35, time: 1.537, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1618, s0.acc: 94.2747, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2297, s1.loss_cls: 0.0750, s1.acc: 94.5302, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1131, s2.loss_cls: 0.0376, s2.acc: 94.3659, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0534, loss: 1.1209 2024-03-11 14:41:52,683 - mmdet - INFO - Epoch [19][650/7330] lr: 1.342e-05, eta: 2 days, 4:27:24, time: 1.450, data_time: 0.212, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1636, s0.acc: 94.1753, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2265, s1.loss_cls: 0.0760, s1.acc: 94.5060, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1103, s2.loss_cls: 0.0379, s2.acc: 94.2921, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0517, loss: 1.1141 2024-03-11 14:43:07,199 - mmdet - INFO - Epoch [19][700/7330] lr: 1.342e-05, eta: 2 days, 4:26:15, time: 1.490, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1625, s0.acc: 94.1912, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2277, s1.loss_cls: 0.0764, s1.acc: 94.4378, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1117, s2.loss_cls: 0.0377, s2.acc: 94.4208, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0520, loss: 1.1065 2024-03-11 14:44:17,017 - mmdet - INFO - Epoch [19][750/7330] lr: 1.342e-05, eta: 2 days, 4:25:01, time: 1.396, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1619, s0.acc: 94.3877, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2309, s1.loss_cls: 0.0762, s1.acc: 94.5369, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1126, s2.loss_cls: 0.0380, s2.acc: 94.4181, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0529, loss: 1.1056 2024-03-11 14:45:28,663 - mmdet - INFO - Epoch [19][800/7330] lr: 1.342e-05, eta: 2 days, 4:23:48, time: 1.433, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1549, s0.acc: 94.5320, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2272, s1.loss_cls: 0.0729, s1.acc: 94.7334, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1117, s2.loss_cls: 0.0363, s2.acc: 94.6395, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0524, loss: 1.0820 2024-03-11 14:46:42,721 - mmdet - INFO - Epoch [19][850/7330] lr: 1.342e-05, eta: 2 days, 4:22:39, time: 1.481, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1585, s0.acc: 94.5688, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2290, s1.loss_cls: 0.0741, s1.acc: 94.7773, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1120, s2.loss_cls: 0.0367, s2.acc: 94.7588, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0528, loss: 1.0886 2024-03-11 14:47:53,916 - mmdet - INFO - Epoch [19][900/7330] lr: 1.342e-05, eta: 2 days, 4:21:26, time: 1.424, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1678, s0.acc: 94.1943, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2350, s1.loss_cls: 0.0779, s1.acc: 94.3947, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1139, s2.loss_cls: 0.0382, s2.acc: 94.2889, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0529, loss: 1.1220 2024-03-11 14:49:05,887 - mmdet - INFO - Epoch [19][950/7330] lr: 1.342e-05, eta: 2 days, 4:20:14, time: 1.439, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1567, s0.acc: 94.4622, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2296, s1.loss_cls: 0.0739, s1.acc: 94.6217, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1113, s2.loss_cls: 0.0371, s2.acc: 94.4615, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0519, loss: 1.0891 2024-03-11 14:50:14,823 - mmdet - INFO - Epoch [19][1000/7330] lr: 1.342e-05, eta: 2 days, 4:18:59, time: 1.378, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1636, s0.acc: 94.3091, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2325, s1.loss_cls: 0.0764, s1.acc: 94.5265, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1139, s2.loss_cls: 0.0382, s2.acc: 94.3507, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0534, loss: 1.1150 2024-03-11 14:51:28,232 - mmdet - INFO - Epoch [19][1050/7330] lr: 1.342e-05, eta: 2 days, 4:17:49, time: 1.469, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1678, s0.acc: 94.2214, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2346, s1.loss_cls: 0.0778, s1.acc: 94.4347, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1140, s2.loss_cls: 0.0383, s2.acc: 94.3210, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0536, loss: 1.1271 2024-03-11 14:52:42,778 - mmdet - INFO - Epoch [19][1100/7330] lr: 1.342e-05, eta: 2 days, 4:16:39, time: 1.491, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1659, s0.acc: 94.2776, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2272, s1.loss_cls: 0.0775, s1.acc: 94.4709, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1116, s2.loss_cls: 0.0382, s2.acc: 94.3464, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0521, loss: 1.1095 2024-03-11 14:53:51,906 - mmdet - INFO - Epoch [19][1150/7330] lr: 1.342e-05, eta: 2 days, 4:15:25, time: 1.383, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1559, s0.acc: 94.5396, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2242, s1.loss_cls: 0.0729, s1.acc: 94.8342, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1102, s2.loss_cls: 0.0363, s2.acc: 94.7479, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0515, loss: 1.0739 2024-03-11 14:55:07,543 - mmdet - INFO - Epoch [19][1200/7330] lr: 1.342e-05, eta: 2 days, 4:14:17, time: 1.513, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1641, s0.acc: 94.2173, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2290, s1.loss_cls: 0.0770, s1.acc: 94.4671, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1124, s2.loss_cls: 0.0384, s2.acc: 94.3361, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0529, loss: 1.1136 2024-03-11 14:56:18,390 - mmdet - INFO - Epoch [19][1250/7330] lr: 1.342e-05, eta: 2 days, 4:13:04, time: 1.417, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1629, s0.acc: 94.2793, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2307, s1.loss_cls: 0.0757, s1.acc: 94.5068, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1123, s2.loss_cls: 0.0380, s2.acc: 94.3240, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0527, loss: 1.1221 2024-03-11 14:57:31,677 - mmdet - INFO - Epoch [19][1300/7330] lr: 1.342e-05, eta: 2 days, 4:11:53, time: 1.466, data_time: 0.201, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1556, s0.acc: 94.5413, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2271, s1.loss_cls: 0.0731, s1.acc: 94.6841, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1114, s2.loss_cls: 0.0363, s2.acc: 94.5350, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0524, loss: 1.0811 2024-03-11 14:58:46,281 - mmdet - INFO - Epoch [19][1350/7330] lr: 1.342e-05, eta: 2 days, 4:10:44, time: 1.492, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1668, s0.acc: 94.1165, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2376, s1.loss_cls: 0.0788, s1.acc: 94.3376, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1154, s2.loss_cls: 0.0389, s2.acc: 94.1745, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0540, loss: 1.1489 2024-03-11 15:00:00,526 - mmdet - INFO - Epoch [19][1400/7330] lr: 1.342e-05, eta: 2 days, 4:09:34, time: 1.485, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1736, s0.acc: 94.0613, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2328, s1.loss_cls: 0.0811, s1.acc: 94.2704, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1138, s2.loss_cls: 0.0401, s2.acc: 94.1446, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0534, loss: 1.1412 2024-03-11 15:01:17,937 - mmdet - INFO - Epoch [19][1450/7330] lr: 1.342e-05, eta: 2 days, 4:08:27, time: 1.548, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1632, s0.acc: 94.2107, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2276, s1.loss_cls: 0.0785, s1.acc: 94.3589, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1106, s2.loss_cls: 0.0394, s2.acc: 94.2408, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0516, loss: 1.1115 2024-03-11 15:02:32,496 - mmdet - INFO - Epoch [19][1500/7330] lr: 1.342e-05, eta: 2 days, 4:07:18, time: 1.491, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1640, s0.acc: 94.1509, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2310, s1.loss_cls: 0.0779, s1.acc: 94.3232, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1137, s2.loss_cls: 0.0390, s2.acc: 94.0785, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0536, loss: 1.1242 2024-03-11 15:03:45,112 - mmdet - INFO - Epoch [19][1550/7330] lr: 1.342e-05, eta: 2 days, 4:06:07, time: 1.452, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1615, s0.acc: 94.2451, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2279, s1.loss_cls: 0.0776, s1.acc: 94.3590, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1116, s2.loss_cls: 0.0382, s2.acc: 94.3892, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0519, loss: 1.1140 2024-03-11 15:04:54,643 - mmdet - INFO - Epoch [19][1600/7330] lr: 1.342e-05, eta: 2 days, 4:04:53, time: 1.391, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1558, s0.acc: 94.5457, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2262, s1.loss_cls: 0.0741, s1.acc: 94.6880, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1115, s2.loss_cls: 0.0368, s2.acc: 94.5947, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0525, loss: 1.0705 2024-03-11 15:06:04,711 - mmdet - INFO - Epoch [19][1650/7330] lr: 1.342e-05, eta: 2 days, 4:03:39, time: 1.401, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1593, s0.acc: 94.4058, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2326, s1.loss_cls: 0.0758, s1.acc: 94.4166, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1147, s2.loss_cls: 0.0379, s2.acc: 94.2686, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0544, loss: 1.1116 2024-03-11 15:07:14,728 - mmdet - INFO - Epoch [19][1700/7330] lr: 1.342e-05, eta: 2 days, 4:02:25, time: 1.400, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1583, s0.acc: 94.3516, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2291, s1.loss_cls: 0.0744, s1.acc: 94.6475, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1115, s2.loss_cls: 0.0373, s2.acc: 94.3558, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0522, loss: 1.0971 2024-03-11 15:08:27,765 - mmdet - INFO - Epoch [19][1750/7330] lr: 1.342e-05, eta: 2 days, 4:01:14, time: 1.461, data_time: 0.196, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1610, s0.acc: 94.3843, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2319, s1.loss_cls: 0.0756, s1.acc: 94.5594, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1136, s2.loss_cls: 0.0376, s2.acc: 94.4860, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0531, loss: 1.1121 2024-03-11 15:09:42,420 - mmdet - INFO - Epoch [19][1800/7330] lr: 1.342e-05, eta: 2 days, 4:00:05, time: 1.493, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1636, s0.acc: 94.3132, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2294, s1.loss_cls: 0.0776, s1.acc: 94.4220, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1112, s2.loss_cls: 0.0383, s2.acc: 94.2671, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0523, loss: 1.1003 2024-03-11 15:10:54,560 - mmdet - INFO - Epoch [19][1850/7330] lr: 1.342e-05, eta: 2 days, 3:58:53, time: 1.443, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1551, s0.acc: 94.4937, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2290, s1.loss_cls: 0.0717, s1.acc: 94.7676, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1125, s2.loss_cls: 0.0354, s2.acc: 94.7518, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0531, loss: 1.0932 2024-03-11 15:12:07,658 - mmdet - INFO - Epoch [19][1900/7330] lr: 1.342e-05, eta: 2 days, 3:57:42, time: 1.462, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1592, s0.acc: 94.4055, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2326, s1.loss_cls: 0.0731, s1.acc: 94.7461, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1139, s2.loss_cls: 0.0363, s2.acc: 94.6285, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0538, loss: 1.1066 2024-03-11 15:13:18,389 - mmdet - INFO - Epoch [19][1950/7330] lr: 1.342e-05, eta: 2 days, 3:56:29, time: 1.415, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1730, s0.acc: 94.0125, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2359, s1.loss_cls: 0.0807, s1.acc: 94.2391, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1149, s2.loss_cls: 0.0397, s2.acc: 94.2062, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0539, loss: 1.1515 2024-03-11 15:14:28,577 - mmdet - INFO - Epoch [19][2000/7330] lr: 1.342e-05, eta: 2 days, 3:55:16, time: 1.404, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1667, s0.acc: 94.2595, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2312, s1.loss_cls: 0.0775, s1.acc: 94.5360, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1125, s2.loss_cls: 0.0380, s2.acc: 94.4564, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0526, loss: 1.1151 2024-03-11 15:15:40,144 - mmdet - INFO - Epoch [19][2050/7330] lr: 1.342e-05, eta: 2 days, 3:54:04, time: 1.431, data_time: 0.115, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1488, s0.acc: 94.8062, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2276, s1.loss_cls: 0.0702, s1.acc: 94.9957, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1120, s2.loss_cls: 0.0353, s2.acc: 94.8173, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0524, loss: 1.0566 2024-03-11 15:16:55,732 - mmdet - INFO - Epoch [19][2100/7330] lr: 1.342e-05, eta: 2 days, 3:52:55, time: 1.512, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1619, s0.acc: 94.2805, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2293, s1.loss_cls: 0.0755, s1.acc: 94.5474, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1124, s2.loss_cls: 0.0378, s2.acc: 94.4095, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0529, loss: 1.1135 2024-03-11 15:18:05,025 - mmdet - INFO - Epoch [19][2150/7330] lr: 1.342e-05, eta: 2 days, 3:51:41, time: 1.386, data_time: 0.206, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1554, s0.acc: 94.5664, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2261, s1.loss_cls: 0.0747, s1.acc: 94.6712, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1127, s2.loss_cls: 0.0372, s2.acc: 94.5554, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0529, loss: 1.0783 2024-03-11 15:19:19,559 - mmdet - INFO - Epoch [19][2200/7330] lr: 1.342e-05, eta: 2 days, 3:50:31, time: 1.491, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1602, s0.acc: 94.2839, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2320, s1.loss_cls: 0.0754, s1.acc: 94.4704, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1126, s2.loss_cls: 0.0379, s2.acc: 94.4102, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0533, loss: 1.1098 2024-03-11 15:20:33,782 - mmdet - INFO - Epoch [19][2250/7330] lr: 1.342e-05, eta: 2 days, 3:49:22, time: 1.485, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1636, s0.acc: 94.3018, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2311, s1.loss_cls: 0.0765, s1.acc: 94.5739, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1131, s2.loss_cls: 0.0383, s2.acc: 94.3469, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0529, loss: 1.1165 2024-03-11 15:21:48,619 - mmdet - INFO - Epoch [19][2300/7330] lr: 1.342e-05, eta: 2 days, 3:48:12, time: 1.497, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1595, s0.acc: 94.3601, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2285, s1.loss_cls: 0.0747, s1.acc: 94.5347, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1119, s2.loss_cls: 0.0373, s2.acc: 94.4766, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0526, loss: 1.0834 2024-03-11 15:23:05,708 - mmdet - INFO - Epoch [19][2350/7330] lr: 1.342e-05, eta: 2 days, 3:47:05, time: 1.542, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1675, s0.acc: 94.1763, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2331, s1.loss_cls: 0.0786, s1.acc: 94.4242, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1131, s2.loss_cls: 0.0394, s2.acc: 94.2087, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0525, loss: 1.1301 2024-03-11 15:24:16,747 - mmdet - INFO - Epoch [19][2400/7330] lr: 1.342e-05, eta: 2 days, 3:45:53, time: 1.420, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1546, s0.acc: 94.4702, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2345, s1.loss_cls: 0.0738, s1.acc: 94.6225, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1135, s2.loss_cls: 0.0370, s2.acc: 94.3904, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0533, loss: 1.1031 2024-03-11 15:25:30,234 - mmdet - INFO - Epoch [19][2450/7330] lr: 1.342e-05, eta: 2 days, 3:44:42, time: 1.470, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1569, s0.acc: 94.4370, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2313, s1.loss_cls: 0.0726, s1.acc: 94.6702, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1134, s2.loss_cls: 0.0364, s2.acc: 94.5445, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0533, loss: 1.1009 2024-03-11 15:26:43,437 - mmdet - INFO - Epoch [19][2500/7330] lr: 1.342e-05, eta: 2 days, 3:43:32, time: 1.464, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1571, s0.acc: 94.6079, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2258, s1.loss_cls: 0.0719, s1.acc: 94.8960, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1089, s2.loss_cls: 0.0355, s2.acc: 94.8505, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0507, loss: 1.0654 2024-03-11 15:27:51,684 - mmdet - INFO - Epoch [19][2550/7330] lr: 1.342e-05, eta: 2 days, 3:42:16, time: 1.365, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1627, s0.acc: 94.3215, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2324, s1.loss_cls: 0.0746, s1.acc: 94.6363, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1137, s2.loss_cls: 0.0365, s2.acc: 94.6694, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0534, loss: 1.1109 2024-03-11 15:29:02,510 - mmdet - INFO - Epoch [19][2600/7330] lr: 1.342e-05, eta: 2 days, 3:41:03, time: 1.417, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1744, s0.acc: 93.9500, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2370, s1.loss_cls: 0.0810, s1.acc: 94.2825, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1142, s2.loss_cls: 0.0403, s2.acc: 94.0859, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0534, loss: 1.1563 2024-03-11 15:30:13,209 - mmdet - INFO - Epoch [19][2650/7330] lr: 1.342e-05, eta: 2 days, 3:39:50, time: 1.414, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1531, s0.acc: 94.6255, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2273, s1.loss_cls: 0.0722, s1.acc: 94.7853, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1117, s2.loss_cls: 0.0366, s2.acc: 94.4840, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0518, loss: 1.0691 2024-03-11 15:31:28,691 - mmdet - INFO - Epoch [19][2700/7330] lr: 1.342e-05, eta: 2 days, 3:38:41, time: 1.510, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1627, s0.acc: 94.2158, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2329, s1.loss_cls: 0.0757, s1.acc: 94.4976, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1142, s2.loss_cls: 0.0377, s2.acc: 94.3157, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0535, loss: 1.1150 2024-03-11 15:32:44,216 - mmdet - INFO - Epoch [19][2750/7330] lr: 1.342e-05, eta: 2 days, 3:37:33, time: 1.511, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1687, s0.acc: 94.1199, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2283, s1.loss_cls: 0.0795, s1.acc: 94.3022, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1123, s2.loss_cls: 0.0386, s2.acc: 94.3131, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0527, loss: 1.1101 2024-03-11 15:33:57,921 - mmdet - INFO - Epoch [19][2800/7330] lr: 1.342e-05, eta: 2 days, 3:36:23, time: 1.474, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1577, s0.acc: 94.4895, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2280, s1.loss_cls: 0.0740, s1.acc: 94.6787, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1096, s2.loss_cls: 0.0371, s2.acc: 94.4849, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0510, loss: 1.0769 2024-03-11 15:35:11,914 - mmdet - INFO - Epoch [19][2850/7330] lr: 1.342e-05, eta: 2 days, 3:35:13, time: 1.480, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1617, s0.acc: 94.3555, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2272, s1.loss_cls: 0.0755, s1.acc: 94.6316, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1114, s2.loss_cls: 0.0375, s2.acc: 94.5164, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0522, loss: 1.0961 2024-03-11 15:36:25,784 - mmdet - INFO - Epoch [19][2900/7330] lr: 1.342e-05, eta: 2 days, 3:34:03, time: 1.477, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1582, s0.acc: 94.5029, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2308, s1.loss_cls: 0.0740, s1.acc: 94.7030, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1125, s2.loss_cls: 0.0370, s2.acc: 94.5546, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0530, loss: 1.0907 2024-03-11 15:37:39,229 - mmdet - INFO - Epoch [19][2950/7330] lr: 1.342e-05, eta: 2 days, 3:32:52, time: 1.469, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1593, s0.acc: 94.4153, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2291, s1.loss_cls: 0.0749, s1.acc: 94.5957, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1126, s2.loss_cls: 0.0372, s2.acc: 94.5508, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0531, loss: 1.0964 2024-03-11 15:38:50,231 - mmdet - INFO - Epoch [19][3000/7330] lr: 1.342e-05, eta: 2 days, 3:31:39, time: 1.420, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1609, s0.acc: 94.4397, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2314, s1.loss_cls: 0.0754, s1.acc: 94.7247, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1118, s2.loss_cls: 0.0376, s2.acc: 94.6018, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0525, loss: 1.1107 2024-03-11 15:40:03,867 - mmdet - INFO - Epoch [19][3050/7330] lr: 1.342e-05, eta: 2 days, 3:30:29, time: 1.473, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1577, s0.acc: 94.5027, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2297, s1.loss_cls: 0.0756, s1.acc: 94.6065, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1114, s2.loss_cls: 0.0376, s2.acc: 94.4632, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.0885 2024-03-11 15:41:15,777 - mmdet - INFO - Epoch [19][3100/7330] lr: 1.342e-05, eta: 2 days, 3:29:17, time: 1.438, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1601, s0.acc: 94.3752, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2333, s1.loss_cls: 0.0751, s1.acc: 94.5430, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1133, s2.loss_cls: 0.0373, s2.acc: 94.4115, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0529, loss: 1.1119 2024-03-11 15:42:27,943 - mmdet - INFO - Epoch [19][3150/7330] lr: 1.342e-05, eta: 2 days, 3:28:05, time: 1.443, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1571, s0.acc: 94.5000, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2357, s1.loss_cls: 0.0738, s1.acc: 94.6608, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1146, s2.loss_cls: 0.0366, s2.acc: 94.6183, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0536, loss: 1.0926 2024-03-11 15:43:44,000 - mmdet - INFO - Epoch [19][3200/7330] lr: 1.342e-05, eta: 2 days, 3:26:57, time: 1.521, data_time: 0.226, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1664, s0.acc: 94.0850, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2304, s1.loss_cls: 0.0802, s1.acc: 94.1558, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1129, s2.loss_cls: 0.0404, s2.acc: 93.9445, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0533, loss: 1.1266 2024-03-11 15:44:55,295 - mmdet - INFO - Epoch [19][3250/7330] lr: 1.342e-05, eta: 2 days, 3:25:45, time: 1.426, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1589, s0.acc: 94.4639, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2343, s1.loss_cls: 0.0742, s1.acc: 94.7047, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1129, s2.loss_cls: 0.0366, s2.acc: 94.6424, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0527, loss: 1.0949 2024-03-11 15:46:04,688 - mmdet - INFO - Epoch [19][3300/7330] lr: 1.342e-05, eta: 2 days, 3:24:31, time: 1.388, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1511, s0.acc: 94.6719, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2247, s1.loss_cls: 0.0723, s1.acc: 94.7981, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1106, s2.loss_cls: 0.0368, s2.acc: 94.5655, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0525, loss: 1.0586 2024-03-11 15:47:19,257 - mmdet - INFO - Epoch [19][3350/7330] lr: 1.342e-05, eta: 2 days, 3:23:21, time: 1.491, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1591, s0.acc: 94.3362, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2300, s1.loss_cls: 0.0755, s1.acc: 94.5319, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1120, s2.loss_cls: 0.0377, s2.acc: 94.3649, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0527, loss: 1.1083 2024-03-11 15:48:31,108 - mmdet - INFO - Epoch [19][3400/7330] lr: 1.342e-05, eta: 2 days, 3:22:09, time: 1.437, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1599, s0.acc: 94.5093, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2283, s1.loss_cls: 0.0754, s1.acc: 94.7134, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1102, s2.loss_cls: 0.0375, s2.acc: 94.5655, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0519, loss: 1.0743 2024-03-11 15:49:45,386 - mmdet - INFO - Epoch [19][3450/7330] lr: 1.342e-05, eta: 2 days, 3:20:59, time: 1.486, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1594, s0.acc: 94.4036, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2213, s1.loss_cls: 0.0752, s1.acc: 94.5578, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1079, s2.loss_cls: 0.0375, s2.acc: 94.4620, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0507, loss: 1.0822 2024-03-11 15:50:57,286 - mmdet - INFO - Epoch [19][3500/7330] lr: 1.342e-05, eta: 2 days, 3:19:47, time: 1.438, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1599, s0.acc: 94.3755, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2297, s1.loss_cls: 0.0756, s1.acc: 94.5834, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1115, s2.loss_cls: 0.0380, s2.acc: 94.3947, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0522, loss: 1.1118 2024-03-11 15:52:14,184 - mmdet - INFO - Epoch [19][3550/7330] lr: 1.342e-05, eta: 2 days, 3:18:40, time: 1.538, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1629, s0.acc: 94.3511, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2319, s1.loss_cls: 0.0764, s1.acc: 94.5035, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1131, s2.loss_cls: 0.0382, s2.acc: 94.3800, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0533, loss: 1.1149 2024-03-11 15:53:29,651 - mmdet - INFO - Epoch [19][3600/7330] lr: 1.342e-05, eta: 2 days, 3:17:32, time: 1.510, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1602, s0.acc: 94.4521, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2317, s1.loss_cls: 0.0748, s1.acc: 94.7206, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1131, s2.loss_cls: 0.0370, s2.acc: 94.6684, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0532, loss: 1.1033 2024-03-11 15:54:38,069 - mmdet - INFO - Epoch [19][3650/7330] lr: 1.342e-05, eta: 2 days, 3:16:16, time: 1.368, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1599, s0.acc: 94.4355, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2274, s1.loss_cls: 0.0766, s1.acc: 94.5679, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1112, s2.loss_cls: 0.0384, s2.acc: 94.3413, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0526, loss: 1.0955 2024-03-11 15:55:52,185 - mmdet - INFO - Epoch [19][3700/7330] lr: 1.342e-05, eta: 2 days, 3:15:06, time: 1.482, data_time: 0.215, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1612, s0.acc: 94.3867, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2311, s1.loss_cls: 0.0770, s1.acc: 94.5632, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1124, s2.loss_cls: 0.0378, s2.acc: 94.3879, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0526, loss: 1.0970 2024-03-11 15:57:04,374 - mmdet - INFO - Epoch [19][3750/7330] lr: 1.342e-05, eta: 2 days, 3:13:55, time: 1.444, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1566, s0.acc: 94.4883, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2309, s1.loss_cls: 0.0735, s1.acc: 94.6811, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1127, s2.loss_cls: 0.0363, s2.acc: 94.6656, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0526, loss: 1.0961 2024-03-11 15:58:16,030 - mmdet - INFO - Epoch [19][3800/7330] lr: 1.342e-05, eta: 2 days, 3:12:43, time: 1.433, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1585, s0.acc: 94.3862, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2272, s1.loss_cls: 0.0733, s1.acc: 94.6300, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1120, s2.loss_cls: 0.0365, s2.acc: 94.5051, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0526, loss: 1.0942 2024-03-11 15:59:27,494 - mmdet - INFO - Epoch [19][3850/7330] lr: 1.342e-05, eta: 2 days, 3:11:30, time: 1.429, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1616, s0.acc: 94.4329, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2323, s1.loss_cls: 0.0754, s1.acc: 94.6552, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1134, s2.loss_cls: 0.0378, s2.acc: 94.5428, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0533, loss: 1.1040 2024-03-11 16:00:38,188 - mmdet - INFO - Epoch [19][3900/7330] lr: 1.342e-05, eta: 2 days, 3:10:17, time: 1.414, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1552, s0.acc: 94.5103, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2229, s1.loss_cls: 0.0729, s1.acc: 94.6807, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1090, s2.loss_cls: 0.0360, s2.acc: 94.6133, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0507, loss: 1.0759 2024-03-11 16:01:48,949 - mmdet - INFO - Epoch [19][3950/7330] lr: 1.342e-05, eta: 2 days, 3:09:04, time: 1.415, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1593, s0.acc: 94.4373, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2267, s1.loss_cls: 0.0746, s1.acc: 94.7119, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1106, s2.loss_cls: 0.0371, s2.acc: 94.6573, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0518, loss: 1.0864 2024-03-11 16:02:56,673 - mmdet - INFO - Epoch [19][4000/7330] lr: 1.342e-05, eta: 2 days, 3:07:48, time: 1.354, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1650, s0.acc: 94.1865, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2324, s1.loss_cls: 0.0782, s1.acc: 94.3865, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1125, s2.loss_cls: 0.0386, s2.acc: 94.2952, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0523, loss: 1.1217 2024-03-11 16:04:08,748 - mmdet - INFO - Epoch [19][4050/7330] lr: 1.342e-05, eta: 2 days, 3:06:36, time: 1.441, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1617, s0.acc: 94.3176, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2305, s1.loss_cls: 0.0760, s1.acc: 94.5178, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1118, s2.loss_cls: 0.0376, s2.acc: 94.4513, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0523, loss: 1.1010 2024-03-11 16:05:20,225 - mmdet - INFO - Epoch [19][4100/7330] lr: 1.342e-05, eta: 2 days, 3:05:24, time: 1.430, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1648, s0.acc: 94.2527, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2239, s1.loss_cls: 0.0778, s1.acc: 94.4712, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1088, s2.loss_cls: 0.0383, s2.acc: 94.3949, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0509, loss: 1.0923 2024-03-11 16:06:35,549 - mmdet - INFO - Epoch [19][4150/7330] lr: 1.342e-05, eta: 2 days, 3:04:15, time: 1.506, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1623, s0.acc: 94.3455, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2302, s1.loss_cls: 0.0768, s1.acc: 94.6048, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1126, s2.loss_cls: 0.0374, s2.acc: 94.5287, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0530, loss: 1.1151 2024-03-11 16:07:48,437 - mmdet - INFO - Epoch [19][4200/7330] lr: 1.342e-05, eta: 2 days, 3:03:04, time: 1.458, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1599, s0.acc: 94.2563, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2330, s1.loss_cls: 0.0763, s1.acc: 94.4190, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1133, s2.loss_cls: 0.0381, s2.acc: 94.3312, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0533, loss: 1.1125 2024-03-11 16:09:02,753 - mmdet - INFO - Epoch [19][4250/7330] lr: 1.342e-05, eta: 2 days, 3:01:54, time: 1.486, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1669, s0.acc: 94.2102, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2298, s1.loss_cls: 0.0781, s1.acc: 94.4537, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1125, s2.loss_cls: 0.0388, s2.acc: 94.2778, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0523, loss: 1.1226 2024-03-11 16:10:14,309 - mmdet - INFO - Epoch [19][4300/7330] lr: 1.342e-05, eta: 2 days, 3:00:42, time: 1.431, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1644, s0.acc: 94.2012, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2282, s1.loss_cls: 0.0767, s1.acc: 94.4693, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1113, s2.loss_cls: 0.0383, s2.acc: 94.3669, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0524, loss: 1.1073 2024-03-11 16:11:29,185 - mmdet - INFO - Epoch [19][4350/7330] lr: 1.342e-05, eta: 2 days, 2:59:33, time: 1.498, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1708, s0.acc: 94.0835, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2331, s1.loss_cls: 0.0803, s1.acc: 94.3025, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1134, s2.loss_cls: 0.0397, s2.acc: 94.1344, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0530, loss: 1.1359 2024-03-11 16:12:41,494 - mmdet - INFO - Epoch [19][4400/7330] lr: 1.342e-05, eta: 2 days, 2:58:21, time: 1.446, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1652, s0.acc: 94.1533, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2280, s1.loss_cls: 0.0774, s1.acc: 94.3954, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1109, s2.loss_cls: 0.0388, s2.acc: 94.2340, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0526, loss: 1.1080 2024-03-11 16:13:52,201 - mmdet - INFO - Epoch [19][4450/7330] lr: 1.342e-05, eta: 2 days, 2:57:08, time: 1.414, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1609, s0.acc: 94.2837, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2314, s1.loss_cls: 0.0754, s1.acc: 94.5536, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1129, s2.loss_cls: 0.0379, s2.acc: 94.4435, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0526, loss: 1.1160 2024-03-11 16:15:02,533 - mmdet - INFO - Epoch [19][4500/7330] lr: 1.342e-05, eta: 2 days, 2:55:55, time: 1.407, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1602, s0.acc: 94.3958, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2291, s1.loss_cls: 0.0749, s1.acc: 94.5614, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1120, s2.loss_cls: 0.0373, s2.acc: 94.4462, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0522, loss: 1.1026 2024-03-11 16:16:13,940 - mmdet - INFO - Epoch [19][4550/7330] lr: 1.342e-05, eta: 2 days, 2:54:42, time: 1.428, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1685, s0.acc: 94.0598, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2278, s1.loss_cls: 0.0786, s1.acc: 94.3248, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1105, s2.loss_cls: 0.0392, s2.acc: 94.2702, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0515, loss: 1.1205 2024-03-11 16:17:26,674 - mmdet - INFO - Epoch [19][4600/7330] lr: 1.342e-05, eta: 2 days, 2:53:31, time: 1.454, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1684, s0.acc: 94.1230, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2294, s1.loss_cls: 0.0802, s1.acc: 94.2673, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1119, s2.loss_cls: 0.0394, s2.acc: 94.1395, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0526, loss: 1.1293 2024-03-11 16:18:38,778 - mmdet - INFO - Epoch [19][4650/7330] lr: 1.342e-05, eta: 2 days, 2:52:19, time: 1.442, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1708, s0.acc: 94.0564, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2342, s1.loss_cls: 0.0802, s1.acc: 94.2525, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1135, s2.loss_cls: 0.0398, s2.acc: 94.2002, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0534, loss: 1.1435 2024-03-11 16:19:51,094 - mmdet - INFO - Epoch [19][4700/7330] lr: 1.342e-05, eta: 2 days, 2:51:08, time: 1.446, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1674, s0.acc: 94.1650, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2312, s1.loss_cls: 0.0787, s1.acc: 94.3735, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1126, s2.loss_cls: 0.0387, s2.acc: 94.2811, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0523, loss: 1.1263 2024-03-11 16:21:07,403 - mmdet - INFO - Epoch [19][4750/7330] lr: 1.342e-05, eta: 2 days, 2:50:00, time: 1.526, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1660, s0.acc: 94.2034, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2343, s1.loss_cls: 0.0799, s1.acc: 94.3224, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1131, s2.loss_cls: 0.0397, s2.acc: 94.2544, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0527, loss: 1.1200 2024-03-11 16:22:14,502 - mmdet - INFO - Epoch [19][4800/7330] lr: 1.342e-05, eta: 2 days, 2:48:43, time: 1.342, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1699, s0.acc: 94.1387, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2337, s1.loss_cls: 0.0801, s1.acc: 94.3058, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1136, s2.loss_cls: 0.0393, s2.acc: 94.1900, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0534, loss: 1.1426 2024-03-11 16:23:22,270 - mmdet - INFO - Epoch [19][4850/7330] lr: 1.342e-05, eta: 2 days, 2:47:28, time: 1.355, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1587, s0.acc: 94.4172, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2292, s1.loss_cls: 0.0744, s1.acc: 94.5783, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1118, s2.loss_cls: 0.0368, s2.acc: 94.4949, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0525, loss: 1.0941 2024-03-11 16:24:32,856 - mmdet - INFO - Epoch [19][4900/7330] lr: 1.342e-05, eta: 2 days, 2:46:14, time: 1.412, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1637, s0.acc: 94.3430, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2272, s1.loss_cls: 0.0770, s1.acc: 94.5244, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1109, s2.loss_cls: 0.0376, s2.acc: 94.4969, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0520, loss: 1.0895 2024-03-11 16:25:45,702 - mmdet - INFO - Epoch [19][4950/7330] lr: 1.342e-05, eta: 2 days, 2:45:03, time: 1.457, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1674, s0.acc: 94.1953, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2295, s1.loss_cls: 0.0781, s1.acc: 94.5060, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1113, s2.loss_cls: 0.0385, s2.acc: 94.4273, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0518, loss: 1.1219 2024-03-11 16:26:58,596 - mmdet - INFO - Epoch [19][5000/7330] lr: 1.342e-05, eta: 2 days, 2:43:52, time: 1.458, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1697, s0.acc: 94.1128, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2309, s1.loss_cls: 0.0808, s1.acc: 94.2068, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1120, s2.loss_cls: 0.0399, s2.acc: 94.1306, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0525, loss: 1.1273 2024-03-11 16:28:12,849 - mmdet - INFO - Epoch [19][5050/7330] lr: 1.342e-05, eta: 2 days, 2:42:43, time: 1.485, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1727, s0.acc: 93.9702, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2334, s1.loss_cls: 0.0835, s1.acc: 93.9900, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1128, s2.loss_cls: 0.0419, s2.acc: 93.7617, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0526, loss: 1.1452 2024-03-11 16:29:22,198 - mmdet - INFO - Epoch [19][5100/7330] lr: 1.342e-05, eta: 2 days, 2:41:28, time: 1.387, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1625, s0.acc: 94.3752, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2258, s1.loss_cls: 0.0768, s1.acc: 94.4739, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1107, s2.loss_cls: 0.0384, s2.acc: 94.3094, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0521, loss: 1.0882 2024-03-11 16:30:37,738 - mmdet - INFO - Epoch [19][5150/7330] lr: 1.342e-05, eta: 2 days, 2:40:20, time: 1.511, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1700, s0.acc: 94.0015, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2254, s1.loss_cls: 0.0804, s1.acc: 94.1826, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1106, s2.loss_cls: 0.0401, s2.acc: 94.0544, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0518, loss: 1.1272 2024-03-11 16:31:49,534 - mmdet - INFO - Epoch [19][5200/7330] lr: 1.342e-05, eta: 2 days, 2:39:08, time: 1.436, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1525, s0.acc: 94.6396, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2233, s1.loss_cls: 0.0720, s1.acc: 94.8014, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1091, s2.loss_cls: 0.0360, s2.acc: 94.5334, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0509, loss: 1.0605 2024-03-11 16:33:03,481 - mmdet - INFO - Epoch [19][5250/7330] lr: 1.342e-05, eta: 2 days, 2:37:57, time: 1.479, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1588, s0.acc: 94.5571, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2325, s1.loss_cls: 0.0741, s1.acc: 94.7686, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1130, s2.loss_cls: 0.0373, s2.acc: 94.5351, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0531, loss: 1.0934 2024-03-11 16:34:14,940 - mmdet - INFO - Epoch [19][5300/7330] lr: 1.342e-05, eta: 2 days, 2:36:45, time: 1.429, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1678, s0.acc: 94.1138, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2338, s1.loss_cls: 0.0791, s1.acc: 94.3402, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1150, s2.loss_cls: 0.0392, s2.acc: 94.1762, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0543, loss: 1.1330 2024-03-11 16:35:23,336 - mmdet - INFO - Epoch [19][5350/7330] lr: 1.342e-05, eta: 2 days, 2:35:30, time: 1.368, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1652, s0.acc: 94.3555, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2355, s1.loss_cls: 0.0778, s1.acc: 94.5745, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1149, s2.loss_cls: 0.0385, s2.acc: 94.4252, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0538, loss: 1.1204 2024-03-11 16:36:41,007 - mmdet - INFO - Epoch [19][5400/7330] lr: 1.342e-05, eta: 2 days, 2:34:23, time: 1.553, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1630, s0.acc: 94.4392, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2295, s1.loss_cls: 0.0752, s1.acc: 94.7346, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1130, s2.loss_cls: 0.0376, s2.acc: 94.4736, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0531, loss: 1.1003 2024-03-11 16:37:52,378 - mmdet - INFO - Epoch [19][5450/7330] lr: 1.342e-05, eta: 2 days, 2:33:11, time: 1.427, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1582, s0.acc: 94.4641, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2365, s1.loss_cls: 0.0747, s1.acc: 94.6882, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1144, s2.loss_cls: 0.0371, s2.acc: 94.5785, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0535, loss: 1.1009 2024-03-11 16:39:07,362 - mmdet - INFO - Epoch [19][5500/7330] lr: 1.342e-05, eta: 2 days, 2:32:02, time: 1.500, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1638, s0.acc: 94.2649, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2374, s1.loss_cls: 0.0768, s1.acc: 94.4309, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1152, s2.loss_cls: 0.0379, s2.acc: 94.4106, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0539, loss: 1.1351 2024-03-11 16:40:20,430 - mmdet - INFO - Epoch [19][5550/7330] lr: 1.342e-05, eta: 2 days, 2:30:51, time: 1.461, data_time: 0.219, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1643, s0.acc: 94.1360, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2330, s1.loss_cls: 0.0771, s1.acc: 94.4004, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1141, s2.loss_cls: 0.0389, s2.acc: 94.1990, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0533, loss: 1.1284 2024-03-11 16:41:33,879 - mmdet - INFO - Epoch [19][5600/7330] lr: 1.342e-05, eta: 2 days, 2:29:40, time: 1.469, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1582, s0.acc: 94.3960, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2257, s1.loss_cls: 0.0740, s1.acc: 94.6639, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1103, s2.loss_cls: 0.0370, s2.acc: 94.4634, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0519, loss: 1.0899 2024-03-11 16:42:44,911 - mmdet - INFO - Epoch [19][5650/7330] lr: 1.342e-05, eta: 2 days, 2:28:27, time: 1.421, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1618, s0.acc: 94.3127, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2260, s1.loss_cls: 0.0755, s1.acc: 94.6274, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1111, s2.loss_cls: 0.0376, s2.acc: 94.4465, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0519, loss: 1.1032 2024-03-11 16:43:55,215 - mmdet - INFO - Epoch [19][5700/7330] lr: 1.342e-05, eta: 2 days, 2:27:14, time: 1.406, data_time: 0.118, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1603, s0.acc: 94.4888, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2316, s1.loss_cls: 0.0760, s1.acc: 94.6366, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1120, s2.loss_cls: 0.0376, s2.acc: 94.5034, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0524, loss: 1.0883 2024-03-11 16:45:10,500 - mmdet - INFO - Epoch [19][5750/7330] lr: 1.342e-05, eta: 2 days, 2:26:05, time: 1.505, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1652, s0.acc: 94.0791, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2316, s1.loss_cls: 0.0776, s1.acc: 94.2585, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1132, s2.loss_cls: 0.0389, s2.acc: 94.0062, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0532, loss: 1.1264 2024-03-11 16:46:23,108 - mmdet - INFO - Epoch [19][5800/7330] lr: 1.342e-05, eta: 2 days, 2:24:54, time: 1.452, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1704, s0.acc: 94.0254, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2326, s1.loss_cls: 0.0802, s1.acc: 94.1943, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1136, s2.loss_cls: 0.0403, s2.acc: 94.0059, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0533, loss: 1.1401 2024-03-11 16:47:39,595 - mmdet - INFO - Epoch [19][5850/7330] lr: 1.342e-05, eta: 2 days, 2:23:46, time: 1.530, data_time: 0.210, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1708, s0.acc: 94.0232, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2353, s1.loss_cls: 0.0804, s1.acc: 94.2273, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1135, s2.loss_cls: 0.0404, s2.acc: 93.9330, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0533, loss: 1.1465 2024-03-11 16:48:53,040 - mmdet - INFO - Epoch [19][5900/7330] lr: 1.342e-05, eta: 2 days, 2:22:35, time: 1.469, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1642, s0.acc: 94.3127, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2272, s1.loss_cls: 0.0763, s1.acc: 94.5691, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1113, s2.loss_cls: 0.0380, s2.acc: 94.4799, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0524, loss: 1.0902 2024-03-11 16:50:06,258 - mmdet - INFO - Epoch [19][5950/7330] lr: 1.342e-05, eta: 2 days, 2:21:25, time: 1.464, data_time: 0.208, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1563, s0.acc: 94.5183, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2300, s1.loss_cls: 0.0741, s1.acc: 94.6452, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1110, s2.loss_cls: 0.0363, s2.acc: 94.5650, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0518, loss: 1.0827 2024-03-11 16:51:14,713 - mmdet - INFO - Epoch [19][6000/7330] lr: 1.342e-05, eta: 2 days, 2:20:09, time: 1.369, data_time: 0.206, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1612, s0.acc: 94.3667, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2297, s1.loss_cls: 0.0765, s1.acc: 94.5541, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1115, s2.loss_cls: 0.0381, s2.acc: 94.3780, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0523, loss: 1.0946 2024-03-11 16:52:25,708 - mmdet - INFO - Epoch [19][6050/7330] lr: 1.342e-05, eta: 2 days, 2:18:57, time: 1.420, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1603, s0.acc: 94.2808, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2273, s1.loss_cls: 0.0765, s1.acc: 94.4734, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1092, s2.loss_cls: 0.0381, s2.acc: 94.3179, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0511, loss: 1.0964 2024-03-11 16:53:36,395 - mmdet - INFO - Epoch [19][6100/7330] lr: 1.342e-05, eta: 2 days, 2:17:44, time: 1.414, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1616, s0.acc: 94.3284, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2256, s1.loss_cls: 0.0774, s1.acc: 94.5071, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1103, s2.loss_cls: 0.0385, s2.acc: 94.3070, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0515, loss: 1.0963 2024-03-11 16:54:46,251 - mmdet - INFO - Epoch [19][6150/7330] lr: 1.342e-05, eta: 2 days, 2:16:30, time: 1.397, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1565, s0.acc: 94.5613, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2272, s1.loss_cls: 0.0725, s1.acc: 94.8500, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1105, s2.loss_cls: 0.0363, s2.acc: 94.6851, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0518, loss: 1.0804 2024-03-11 16:55:59,524 - mmdet - INFO - Epoch [19][6200/7330] lr: 1.342e-05, eta: 2 days, 2:15:19, time: 1.465, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1630, s0.acc: 94.2708, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2289, s1.loss_cls: 0.0763, s1.acc: 94.5643, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1120, s2.loss_cls: 0.0377, s2.acc: 94.4754, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0527, loss: 1.1155 2024-03-11 16:57:15,589 - mmdet - INFO - Epoch [19][6250/7330] lr: 1.342e-05, eta: 2 days, 2:14:11, time: 1.521, data_time: 0.229, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1682, s0.acc: 94.0967, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2328, s1.loss_cls: 0.0786, s1.acc: 94.3952, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1126, s2.loss_cls: 0.0390, s2.acc: 94.2279, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0525, loss: 1.1222 2024-03-11 16:58:33,463 - mmdet - INFO - Epoch [19][6300/7330] lr: 1.342e-05, eta: 2 days, 2:13:04, time: 1.558, data_time: 0.203, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1737, s0.acc: 93.8635, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2339, s1.loss_cls: 0.0813, s1.acc: 94.1028, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1136, s2.loss_cls: 0.0405, s2.acc: 94.0468, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0535, loss: 1.1702 2024-03-11 16:59:44,734 - mmdet - INFO - Epoch [19][6350/7330] lr: 1.342e-05, eta: 2 days, 2:11:52, time: 1.425, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1667, s0.acc: 94.2881, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2327, s1.loss_cls: 0.0783, s1.acc: 94.5371, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1139, s2.loss_cls: 0.0386, s2.acc: 94.4886, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0533, loss: 1.1188 2024-03-11 17:00:54,763 - mmdet - INFO - Epoch [19][6400/7330] lr: 1.342e-05, eta: 2 days, 2:10:38, time: 1.401, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1555, s0.acc: 94.6348, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2205, s1.loss_cls: 0.0731, s1.acc: 94.7898, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1082, s2.loss_cls: 0.0360, s2.acc: 94.7546, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0513, loss: 1.0527 2024-03-11 17:02:06,591 - mmdet - INFO - Epoch [19][6450/7330] lr: 1.342e-05, eta: 2 days, 2:09:26, time: 1.436, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1680, s0.acc: 94.1465, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2264, s1.loss_cls: 0.0787, s1.acc: 94.3694, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1104, s2.loss_cls: 0.0394, s2.acc: 94.1893, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0519, loss: 1.1143 2024-03-11 17:03:19,222 - mmdet - INFO - Epoch [19][6500/7330] lr: 1.342e-05, eta: 2 days, 2:08:15, time: 1.453, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1610, s0.acc: 94.4136, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2285, s1.loss_cls: 0.0775, s1.acc: 94.5439, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1115, s2.loss_cls: 0.0378, s2.acc: 94.3842, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0521, loss: 1.0862 2024-03-11 17:04:32,029 - mmdet - INFO - Epoch [19][6550/7330] lr: 1.342e-05, eta: 2 days, 2:07:03, time: 1.456, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1642, s0.acc: 94.3760, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2354, s1.loss_cls: 0.0777, s1.acc: 94.4641, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1149, s2.loss_cls: 0.0386, s2.acc: 94.4190, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0539, loss: 1.1152 2024-03-11 17:05:44,634 - mmdet - INFO - Epoch [19][6600/7330] lr: 1.342e-05, eta: 2 days, 2:05:52, time: 1.452, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1682, s0.acc: 94.2126, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2254, s1.loss_cls: 0.0803, s1.acc: 94.3389, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1114, s2.loss_cls: 0.0400, s2.acc: 94.1967, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0525, loss: 1.1181 2024-03-11 17:06:54,941 - mmdet - INFO - Epoch [19][6650/7330] lr: 1.342e-05, eta: 2 days, 2:04:39, time: 1.406, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1614, s0.acc: 94.3318, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2300, s1.loss_cls: 0.0765, s1.acc: 94.4670, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1127, s2.loss_cls: 0.0381, s2.acc: 94.4219, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0532, loss: 1.1068 2024-03-11 17:08:05,897 - mmdet - INFO - Epoch [19][6700/7330] lr: 1.342e-05, eta: 2 days, 2:03:26, time: 1.419, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1694, s0.acc: 94.1987, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2366, s1.loss_cls: 0.0798, s1.acc: 94.3664, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1148, s2.loss_cls: 0.0395, s2.acc: 94.2462, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0538, loss: 1.1260 2024-03-11 17:09:20,219 - mmdet - INFO - Epoch [19][6750/7330] lr: 1.342e-05, eta: 2 days, 2:02:16, time: 1.486, data_time: 0.206, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1674, s0.acc: 94.1846, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2296, s1.loss_cls: 0.0784, s1.acc: 94.3724, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1126, s2.loss_cls: 0.0388, s2.acc: 94.2633, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0527, loss: 1.1238 2024-03-11 17:10:36,747 - mmdet - INFO - Epoch [19][6800/7330] lr: 1.342e-05, eta: 2 days, 2:01:08, time: 1.531, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1654, s0.acc: 94.1401, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2330, s1.loss_cls: 0.0770, s1.acc: 94.3959, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1141, s2.loss_cls: 0.0386, s2.acc: 94.2530, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0539, loss: 1.1334 2024-03-11 17:11:48,181 - mmdet - INFO - Epoch [19][6850/7330] lr: 1.342e-05, eta: 2 days, 1:59:56, time: 1.429, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1637, s0.acc: 94.3594, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2291, s1.loss_cls: 0.0771, s1.acc: 94.5255, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1111, s2.loss_cls: 0.0383, s2.acc: 94.4962, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0518, loss: 1.1024 2024-03-11 17:12:57,902 - mmdet - INFO - Epoch [19][6900/7330] lr: 1.342e-05, eta: 2 days, 1:58:42, time: 1.394, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1584, s0.acc: 94.4661, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2287, s1.loss_cls: 0.0755, s1.acc: 94.5945, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1120, s2.loss_cls: 0.0376, s2.acc: 94.4021, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0523, loss: 1.0960 2024-03-11 17:14:10,133 - mmdet - INFO - Epoch [19][6950/7330] lr: 1.342e-05, eta: 2 days, 1:57:30, time: 1.445, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1769, s0.acc: 93.8579, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2315, s1.loss_cls: 0.0821, s1.acc: 94.0643, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1129, s2.loss_cls: 0.0403, s2.acc: 94.0321, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0529, loss: 1.1586 2024-03-11 17:15:25,745 - mmdet - INFO - Epoch [19][7000/7330] lr: 1.342e-05, eta: 2 days, 1:56:22, time: 1.512, data_time: 0.213, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1668, s0.acc: 94.1304, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2325, s1.loss_cls: 0.0787, s1.acc: 94.3049, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1138, s2.loss_cls: 0.0394, s2.acc: 94.1235, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0534, loss: 1.1285 2024-03-11 17:16:37,868 - mmdet - INFO - Epoch [19][7050/7330] lr: 1.342e-05, eta: 2 days, 1:55:10, time: 1.442, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1592, s0.acc: 94.3594, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2252, s1.loss_cls: 0.0742, s1.acc: 94.6275, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1098, s2.loss_cls: 0.0362, s2.acc: 94.6130, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0516, loss: 1.0881 2024-03-11 17:17:52,023 - mmdet - INFO - Epoch [19][7100/7330] lr: 1.342e-05, eta: 2 days, 1:54:00, time: 1.483, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1645, s0.acc: 94.2117, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2324, s1.loss_cls: 0.0781, s1.acc: 94.3724, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1136, s2.loss_cls: 0.0392, s2.acc: 94.2404, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0528, loss: 1.1203 2024-03-11 17:19:00,960 - mmdet - INFO - Epoch [19][7150/7330] lr: 1.342e-05, eta: 2 days, 1:52:45, time: 1.379, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1643, s0.acc: 94.3362, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2280, s1.loss_cls: 0.0783, s1.acc: 94.4546, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1107, s2.loss_cls: 0.0390, s2.acc: 94.3278, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0517, loss: 1.1026 2024-03-11 17:20:12,607 - mmdet - INFO - Epoch [19][7200/7330] lr: 1.342e-05, eta: 2 days, 1:51:33, time: 1.433, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1641, s0.acc: 94.1707, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2272, s1.loss_cls: 0.0773, s1.acc: 94.3750, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1112, s2.loss_cls: 0.0389, s2.acc: 94.2371, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0524, loss: 1.1082 2024-03-11 17:21:26,865 - mmdet - INFO - Epoch [19][7250/7330] lr: 1.342e-05, eta: 2 days, 1:50:23, time: 1.485, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1660, s0.acc: 94.2263, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2345, s1.loss_cls: 0.0795, s1.acc: 94.2666, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1127, s2.loss_cls: 0.0396, s2.acc: 94.1268, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0525, loss: 1.1249 2024-03-11 17:22:40,750 - mmdet - INFO - Epoch [19][7300/7330] lr: 1.342e-05, eta: 2 days, 1:49:13, time: 1.478, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1612, s0.acc: 94.3479, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2309, s1.loss_cls: 0.0767, s1.acc: 94.4859, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1124, s2.loss_cls: 0.0378, s2.acc: 94.4243, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0527, loss: 1.1086 2024-03-11 17:23:18,171 - mmdet - INFO - Saving checkpoint at 19 epochs 2024-03-11 17:28:47,767 - mmdet - INFO - Evaluating bbox... 2024-03-11 17:29:21,621 - 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 ] = 0.677 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.529 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.310 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.524 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 ] = 0.621 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 ] = 0.652 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.761 2024-03-11 17:29:21,622 - mmdet - INFO - Evaluating segm... 2024-03-11 17:29:56,343 - 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 ] = 0.653 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.456 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 ] = 0.609 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 ] = 0.358 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.577 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.700 2024-03-11 17:29:56,902 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 17:29:56,906 - mmdet - INFO - Epoch(val) [19][1250] bbox_mAP: 0.4880, bbox_mAP_50: 0.6770, bbox_mAP_75: 0.5290, bbox_mAP_s: 0.3100, bbox_mAP_m: 0.5240, bbox_mAP_l: 0.6360, bbox_mAP_copypaste: 0.488 0.677 0.529 0.310 0.524 0.636, segm_mAP: 0.4240, segm_mAP_50: 0.6530, segm_mAP_75: 0.4560, segm_mAP_s: 0.2220, segm_mAP_m: 0.4540, segm_mAP_l: 0.6090, segm_mAP_copypaste: 0.424 0.653 0.456 0.222 0.454 0.609 2024-03-11 17:31:10,326 - mmdet - INFO - Epoch [20][50/7330] lr: 1.342e-05, eta: 2 days, 1:46:40, time: 1.467, data_time: 0.223, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1537, s0.acc: 94.6174, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2280, s1.loss_cls: 0.0724, s1.acc: 94.8570, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1109, s2.loss_cls: 0.0359, s2.acc: 94.7872, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0520, loss: 1.0682 2024-03-11 17:32:24,965 - mmdet - INFO - Epoch [20][100/7330] lr: 1.342e-05, eta: 2 days, 1:45:31, time: 1.493, data_time: 0.210, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1719, s0.acc: 94.0352, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2304, s1.loss_cls: 0.0809, s1.acc: 94.3400, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1127, s2.loss_cls: 0.0403, s2.acc: 94.2096, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0526, loss: 1.1299 2024-03-11 17:33:34,556 - mmdet - INFO - Epoch [20][150/7330] lr: 1.342e-05, eta: 2 days, 1:44:17, time: 1.392, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1581, s0.acc: 94.4526, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2301, s1.loss_cls: 0.0751, s1.acc: 94.5500, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1126, s2.loss_cls: 0.0371, s2.acc: 94.5027, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0531, loss: 1.1063 2024-03-11 17:34:46,063 - mmdet - INFO - Epoch [20][200/7330] lr: 1.342e-05, eta: 2 days, 1:43:05, time: 1.430, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1586, s0.acc: 94.4390, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2208, s1.loss_cls: 0.0751, s1.acc: 94.6065, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1081, s2.loss_cls: 0.0375, s2.acc: 94.4583, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0511, loss: 1.0682 2024-03-11 17:35:58,552 - mmdet - INFO - Epoch [20][250/7330] lr: 1.342e-05, eta: 2 days, 1:41:53, time: 1.449, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1681, s0.acc: 94.0659, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2320, s1.loss_cls: 0.0793, s1.acc: 94.2904, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1143, s2.loss_cls: 0.0392, s2.acc: 94.2060, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0537, loss: 1.1348 2024-03-11 17:37:06,064 - mmdet - INFO - Epoch [20][300/7330] lr: 1.342e-05, eta: 2 days, 1:40:37, time: 1.350, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1627, s0.acc: 94.2185, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2257, s1.loss_cls: 0.0762, s1.acc: 94.5262, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1097, s2.loss_cls: 0.0383, s2.acc: 94.3271, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0515, loss: 1.1113 2024-03-11 17:38:20,116 - mmdet - INFO - Epoch [20][350/7330] lr: 1.342e-05, eta: 2 days, 1:39:27, time: 1.481, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1590, s0.acc: 94.4426, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2285, s1.loss_cls: 0.0756, s1.acc: 94.6300, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1119, s2.loss_cls: 0.0376, s2.acc: 94.4551, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0524, loss: 1.0960 2024-03-11 17:39:31,041 - mmdet - INFO - Epoch [20][400/7330] lr: 1.342e-05, eta: 2 days, 1:38:14, time: 1.418, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1579, s0.acc: 94.4006, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2274, s1.loss_cls: 0.0730, s1.acc: 94.7356, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1117, s2.loss_cls: 0.0366, s2.acc: 94.5650, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0523, loss: 1.0859 2024-03-11 17:40:45,014 - mmdet - INFO - Epoch [20][450/7330] lr: 1.342e-05, eta: 2 days, 1:37:04, time: 1.480, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1566, s0.acc: 94.5491, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2257, s1.loss_cls: 0.0728, s1.acc: 94.8154, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1100, s2.loss_cls: 0.0360, s2.acc: 94.7177, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0516, loss: 1.0758 2024-03-11 17:41:55,920 - mmdet - INFO - Epoch [20][500/7330] lr: 1.342e-05, eta: 2 days, 1:35:51, time: 1.418, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1576, s0.acc: 94.4514, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2254, s1.loss_cls: 0.0738, s1.acc: 94.7413, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1112, s2.loss_cls: 0.0371, s2.acc: 94.5539, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0521, loss: 1.0944 2024-03-11 17:43:08,669 - mmdet - INFO - Epoch [20][550/7330] lr: 1.342e-05, eta: 2 days, 1:34:40, time: 1.455, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1672, s0.acc: 94.0596, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2307, s1.loss_cls: 0.0785, s1.acc: 94.3143, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1134, s2.loss_cls: 0.0391, s2.acc: 94.2060, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0534, loss: 1.1287 2024-03-11 17:44:20,108 - mmdet - INFO - Epoch [20][600/7330] lr: 1.342e-05, eta: 2 days, 1:33:28, time: 1.429, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1608, s0.acc: 94.2808, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2353, s1.loss_cls: 0.0753, s1.acc: 94.5083, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1145, s2.loss_cls: 0.0372, s2.acc: 94.4113, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0541, loss: 1.1241 2024-03-11 17:45:31,999 - mmdet - INFO - Epoch [20][650/7330] lr: 1.342e-05, eta: 2 days, 1:32:16, time: 1.438, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1619, s0.acc: 94.2527, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2296, s1.loss_cls: 0.0750, s1.acc: 94.5443, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1110, s2.loss_cls: 0.0371, s2.acc: 94.4360, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0521, loss: 1.1112 2024-03-11 17:46:44,230 - mmdet - INFO - Epoch [20][700/7330] lr: 1.342e-05, eta: 2 days, 1:31:04, time: 1.445, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1651, s0.acc: 94.1963, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2285, s1.loss_cls: 0.0772, s1.acc: 94.4572, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1124, s2.loss_cls: 0.0388, s2.acc: 94.3037, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0528, loss: 1.1233 2024-03-11 17:47:55,247 - mmdet - INFO - Epoch [20][750/7330] lr: 1.342e-05, eta: 2 days, 1:29:51, time: 1.420, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1489, s0.acc: 94.7410, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2223, s1.loss_cls: 0.0697, s1.acc: 95.0313, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1087, s2.loss_cls: 0.0347, s2.acc: 94.8035, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0514, loss: 1.0566 2024-03-11 17:49:07,528 - mmdet - INFO - Epoch [20][800/7330] lr: 1.342e-05, eta: 2 days, 1:28:40, time: 1.446, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1592, s0.acc: 94.3271, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2253, s1.loss_cls: 0.0743, s1.acc: 94.5894, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1096, s2.loss_cls: 0.0369, s2.acc: 94.4759, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0515, loss: 1.0925 2024-03-11 17:50:21,808 - mmdet - INFO - Epoch [20][850/7330] lr: 1.342e-05, eta: 2 days, 1:27:30, time: 1.486, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1619, s0.acc: 94.2949, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2326, s1.loss_cls: 0.0760, s1.acc: 94.5418, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1127, s2.loss_cls: 0.0380, s2.acc: 94.3546, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0526, loss: 1.1233 2024-03-11 17:51:35,182 - mmdet - INFO - Epoch [20][900/7330] lr: 1.342e-05, eta: 2 days, 1:26:19, time: 1.467, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1596, s0.acc: 94.3586, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2300, s1.loss_cls: 0.0760, s1.acc: 94.4700, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1124, s2.loss_cls: 0.0376, s2.acc: 94.3941, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0525, loss: 1.1011 2024-03-11 17:52:44,789 - mmdet - INFO - Epoch [20][950/7330] lr: 1.342e-05, eta: 2 days, 1:25:05, time: 1.392, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1547, s0.acc: 94.5063, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2285, s1.loss_cls: 0.0731, s1.acc: 94.6752, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1113, s2.loss_cls: 0.0363, s2.acc: 94.5690, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0524, loss: 1.0912 2024-03-11 17:53:57,154 - mmdet - INFO - Epoch [20][1000/7330] lr: 1.342e-05, eta: 2 days, 1:23:54, time: 1.447, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1618, s0.acc: 94.3154, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2303, s1.loss_cls: 0.0759, s1.acc: 94.5023, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1128, s2.loss_cls: 0.0376, s2.acc: 94.4549, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0527, loss: 1.1098 2024-03-11 17:55:08,722 - mmdet - INFO - Epoch [20][1050/7330] lr: 1.342e-05, eta: 2 days, 1:22:41, time: 1.431, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1585, s0.acc: 94.4365, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2298, s1.loss_cls: 0.0743, s1.acc: 94.6152, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1124, s2.loss_cls: 0.0369, s2.acc: 94.4808, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0525, loss: 1.0943 2024-03-11 17:56:16,407 - mmdet - INFO - Epoch [20][1100/7330] lr: 1.342e-05, eta: 2 days, 1:21:26, time: 1.354, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1592, s0.acc: 94.4387, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2322, s1.loss_cls: 0.0729, s1.acc: 94.6839, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1134, s2.loss_cls: 0.0363, s2.acc: 94.6574, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0533, loss: 1.0981 2024-03-11 17:57:30,237 - mmdet - INFO - Epoch [20][1150/7330] lr: 1.342e-05, eta: 2 days, 1:20:16, time: 1.477, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1616, s0.acc: 94.2747, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2322, s1.loss_cls: 0.0760, s1.acc: 94.4766, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1131, s2.loss_cls: 0.0377, s2.acc: 94.4508, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0530, loss: 1.1105 2024-03-11 17:58:45,073 - mmdet - INFO - Epoch [20][1200/7330] lr: 1.342e-05, eta: 2 days, 1:19:06, time: 1.497, data_time: 0.203, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1548, s0.acc: 94.5493, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2299, s1.loss_cls: 0.0719, s1.acc: 94.8129, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1129, s2.loss_cls: 0.0357, s2.acc: 94.7479, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0532, loss: 1.0810 2024-03-11 17:59:57,174 - mmdet - INFO - Epoch [20][1250/7330] lr: 1.342e-05, eta: 2 days, 1:17:54, time: 1.442, data_time: 0.202, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1657, s0.acc: 94.1953, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2287, s1.loss_cls: 0.0769, s1.acc: 94.5125, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1114, s2.loss_cls: 0.0386, s2.acc: 94.3047, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0523, loss: 1.1212 2024-03-11 18:01:10,283 - mmdet - INFO - Epoch [20][1300/7330] lr: 1.342e-05, eta: 2 days, 1:16:43, time: 1.462, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1543, s0.acc: 94.4758, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2314, s1.loss_cls: 0.0730, s1.acc: 94.6080, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1127, s2.loss_cls: 0.0364, s2.acc: 94.5144, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0529, loss: 1.0855 2024-03-11 18:02:25,666 - mmdet - INFO - Epoch [20][1350/7330] lr: 1.342e-05, eta: 2 days, 1:15:35, time: 1.508, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1455, s0.acc: 94.8408, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2253, s1.loss_cls: 0.0686, s1.acc: 95.0063, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1103, s2.loss_cls: 0.0341, s2.acc: 94.8004, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0518, loss: 1.0400 2024-03-11 18:03:35,488 - mmdet - INFO - Epoch [20][1400/7330] lr: 1.342e-05, eta: 2 days, 1:14:21, time: 1.396, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1536, s0.acc: 94.6467, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2265, s1.loss_cls: 0.0720, s1.acc: 94.8245, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1093, s2.loss_cls: 0.0367, s2.acc: 94.5581, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0511, loss: 1.0743 2024-03-11 18:04:50,388 - mmdet - INFO - Epoch [20][1450/7330] lr: 1.342e-05, eta: 2 days, 1:13:11, time: 1.498, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1632, s0.acc: 94.2954, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2303, s1.loss_cls: 0.0764, s1.acc: 94.5038, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1123, s2.loss_cls: 0.0376, s2.acc: 94.5067, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0528, loss: 1.1088 2024-03-11 18:06:00,771 - mmdet - INFO - Epoch [20][1500/7330] lr: 1.342e-05, eta: 2 days, 1:11:58, time: 1.408, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1594, s0.acc: 94.3994, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2217, s1.loss_cls: 0.0744, s1.acc: 94.6681, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1086, s2.loss_cls: 0.0371, s2.acc: 94.6825, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0510, loss: 1.0885 2024-03-11 18:07:15,499 - mmdet - INFO - Epoch [20][1550/7330] lr: 1.342e-05, eta: 2 days, 1:10:49, time: 1.495, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1590, s0.acc: 94.3625, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2288, s1.loss_cls: 0.0744, s1.acc: 94.6116, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1132, s2.loss_cls: 0.0369, s2.acc: 94.4801, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0532, loss: 1.1029 2024-03-11 18:08:27,142 - mmdet - INFO - Epoch [20][1600/7330] lr: 1.342e-05, eta: 2 days, 1:09:36, time: 1.433, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1607, s0.acc: 94.3684, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2305, s1.loss_cls: 0.0762, s1.acc: 94.5074, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1124, s2.loss_cls: 0.0378, s2.acc: 94.3683, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0533, loss: 1.0970 2024-03-11 18:09:39,009 - mmdet - INFO - Epoch [20][1650/7330] lr: 1.342e-05, eta: 2 days, 1:08:24, time: 1.437, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1566, s0.acc: 94.5139, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2229, s1.loss_cls: 0.0739, s1.acc: 94.7289, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1091, s2.loss_cls: 0.0365, s2.acc: 94.6115, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0513, loss: 1.0694 2024-03-11 18:10:52,059 - mmdet - INFO - Epoch [20][1700/7330] lr: 1.342e-05, eta: 2 days, 1:07:13, time: 1.461, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1661, s0.acc: 94.1335, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2306, s1.loss_cls: 0.0781, s1.acc: 94.4248, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1121, s2.loss_cls: 0.0386, s2.acc: 94.3195, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0527, loss: 1.1267 2024-03-11 18:12:07,029 - mmdet - INFO - Epoch [20][1750/7330] lr: 1.342e-05, eta: 2 days, 1:06:04, time: 1.499, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1622, s0.acc: 94.2974, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2262, s1.loss_cls: 0.0744, s1.acc: 94.7019, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1108, s2.loss_cls: 0.0372, s2.acc: 94.5362, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0524, loss: 1.1058 2024-03-11 18:13:20,935 - mmdet - INFO - Epoch [20][1800/7330] lr: 1.342e-05, eta: 2 days, 1:04:54, time: 1.478, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1612, s0.acc: 94.3743, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2281, s1.loss_cls: 0.0748, s1.acc: 94.6713, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1116, s2.loss_cls: 0.0371, s2.acc: 94.5707, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0521, loss: 1.0989 2024-03-11 18:14:32,401 - mmdet - INFO - Epoch [20][1850/7330] lr: 1.342e-05, eta: 2 days, 1:03:42, time: 1.429, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1538, s0.acc: 94.5386, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2247, s1.loss_cls: 0.0724, s1.acc: 94.7380, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1096, s2.loss_cls: 0.0363, s2.acc: 94.5997, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0515, loss: 1.0742 2024-03-11 18:15:46,680 - mmdet - INFO - Epoch [20][1900/7330] lr: 1.342e-05, eta: 2 days, 1:02:32, time: 1.486, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1662, s0.acc: 94.1165, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2294, s1.loss_cls: 0.0787, s1.acc: 94.2339, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1119, s2.loss_cls: 0.0394, s2.acc: 94.1884, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0524, loss: 1.1234 2024-03-11 18:16:58,888 - mmdet - INFO - Epoch [20][1950/7330] lr: 1.342e-05, eta: 2 days, 1:01:20, time: 1.444, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1594, s0.acc: 94.3745, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2304, s1.loss_cls: 0.0748, s1.acc: 94.5841, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1120, s2.loss_cls: 0.0372, s2.acc: 94.4544, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0525, loss: 1.1046 2024-03-11 18:18:11,717 - mmdet - INFO - Epoch [20][2000/7330] lr: 1.342e-05, eta: 2 days, 1:00:09, time: 1.457, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1686, s0.acc: 94.1021, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2276, s1.loss_cls: 0.0789, s1.acc: 94.3326, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1112, s2.loss_cls: 0.0386, s2.acc: 94.3571, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0520, loss: 1.1264 2024-03-11 18:19:23,836 - mmdet - INFO - Epoch [20][2050/7330] lr: 1.342e-05, eta: 2 days, 0:58:57, time: 1.442, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1672, s0.acc: 94.2817, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2302, s1.loss_cls: 0.0776, s1.acc: 94.5617, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1134, s2.loss_cls: 0.0387, s2.acc: 94.3648, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0531, loss: 1.1201 2024-03-11 18:20:34,105 - mmdet - INFO - Epoch [20][2100/7330] lr: 1.342e-05, eta: 2 days, 0:57:44, time: 1.405, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1558, s0.acc: 94.5713, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2269, s1.loss_cls: 0.0739, s1.acc: 94.7177, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1109, s2.loss_cls: 0.0367, s2.acc: 94.5450, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0521, loss: 1.0800 2024-03-11 18:21:45,926 - mmdet - INFO - Epoch [20][2150/7330] lr: 1.342e-05, eta: 2 days, 0:56:32, time: 1.436, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1664, s0.acc: 94.2014, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2323, s1.loss_cls: 0.0777, s1.acc: 94.4912, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1129, s2.loss_cls: 0.0383, s2.acc: 94.3149, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0528, loss: 1.1234 2024-03-11 18:22:53,915 - mmdet - INFO - Epoch [20][2200/7330] lr: 1.342e-05, eta: 2 days, 0:55:16, time: 1.360, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1657, s0.acc: 94.2012, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2339, s1.loss_cls: 0.0779, s1.acc: 94.3924, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1123, s2.loss_cls: 0.0385, s2.acc: 94.3824, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0526, loss: 1.1241 2024-03-11 18:24:10,508 - mmdet - INFO - Epoch [20][2250/7330] lr: 1.342e-05, eta: 2 days, 0:54:08, time: 1.532, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1587, s0.acc: 94.3308, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2278, s1.loss_cls: 0.0738, s1.acc: 94.5571, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1110, s2.loss_cls: 0.0372, s2.acc: 94.3874, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0525, loss: 1.0950 2024-03-11 18:25:22,657 - mmdet - INFO - Epoch [20][2300/7330] lr: 1.342e-05, eta: 2 days, 0:52:57, time: 1.443, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1529, s0.acc: 94.5039, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2289, s1.loss_cls: 0.0724, s1.acc: 94.6547, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1118, s2.loss_cls: 0.0363, s2.acc: 94.5997, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0528, loss: 1.0817 2024-03-11 18:26:32,051 - mmdet - INFO - Epoch [20][2350/7330] lr: 1.342e-05, eta: 2 days, 0:51:42, time: 1.388, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1571, s0.acc: 94.5337, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2302, s1.loss_cls: 0.0729, s1.acc: 94.7460, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1125, s2.loss_cls: 0.0361, s2.acc: 94.6625, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0526, loss: 1.0858 2024-03-11 18:27:43,040 - mmdet - INFO - Epoch [20][2400/7330] lr: 1.342e-05, eta: 2 days, 0:50:30, time: 1.420, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1587, s0.acc: 94.3296, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2316, s1.loss_cls: 0.0741, s1.acc: 94.5064, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1136, s2.loss_cls: 0.0368, s2.acc: 94.5117, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0530, loss: 1.1043 2024-03-11 18:28:58,583 - mmdet - INFO - Epoch [20][2450/7330] lr: 1.342e-05, eta: 2 days, 0:49:21, time: 1.511, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1562, s0.acc: 94.4988, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2277, s1.loss_cls: 0.0726, s1.acc: 94.8080, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1122, s2.loss_cls: 0.0363, s2.acc: 94.5817, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0529, loss: 1.0851 2024-03-11 18:30:06,494 - mmdet - INFO - Epoch [20][2500/7330] lr: 1.342e-05, eta: 2 days, 0:48:05, time: 1.358, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1612, s0.acc: 94.3882, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2302, s1.loss_cls: 0.0745, s1.acc: 94.6127, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1127, s2.loss_cls: 0.0365, s2.acc: 94.5168, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0526, loss: 1.1148 2024-03-11 18:31:16,571 - mmdet - INFO - Epoch [20][2550/7330] lr: 1.342e-05, eta: 2 days, 0:46:52, time: 1.402, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1576, s0.acc: 94.4758, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2252, s1.loss_cls: 0.0734, s1.acc: 94.7094, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1102, s2.loss_cls: 0.0370, s2.acc: 94.4804, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0517, loss: 1.0964 2024-03-11 18:32:29,101 - mmdet - INFO - Epoch [20][2600/7330] lr: 1.342e-05, eta: 2 days, 0:45:40, time: 1.451, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1650, s0.acc: 94.3193, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2303, s1.loss_cls: 0.0773, s1.acc: 94.5368, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1106, s2.loss_cls: 0.0380, s2.acc: 94.5175, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0512, loss: 1.0974 2024-03-11 18:33:40,916 - mmdet - INFO - Epoch [20][2650/7330] lr: 1.342e-05, eta: 2 days, 0:44:28, time: 1.436, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1638, s0.acc: 94.1255, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2330, s1.loss_cls: 0.0779, s1.acc: 94.2720, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1143, s2.loss_cls: 0.0391, s2.acc: 94.1246, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0540, loss: 1.1278 2024-03-11 18:34:52,361 - mmdet - INFO - Epoch [20][2700/7330] lr: 1.342e-05, eta: 2 days, 0:43:16, time: 1.429, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1617, s0.acc: 94.4197, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2293, s1.loss_cls: 0.0759, s1.acc: 94.6103, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1125, s2.loss_cls: 0.0375, s2.acc: 94.5292, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0527, loss: 1.1043 2024-03-11 18:36:08,932 - mmdet - INFO - Epoch [20][2750/7330] lr: 1.342e-05, eta: 2 days, 0:42:08, time: 1.531, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1623, s0.acc: 94.2471, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2328, s1.loss_cls: 0.0764, s1.acc: 94.4968, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1135, s2.loss_cls: 0.0378, s2.acc: 94.4174, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0529, loss: 1.1221 2024-03-11 18:37:22,140 - mmdet - INFO - Epoch [20][2800/7330] lr: 1.342e-05, eta: 2 days, 0:40:57, time: 1.464, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1712, s0.acc: 94.0278, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2308, s1.loss_cls: 0.0800, s1.acc: 94.2653, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1132, s2.loss_cls: 0.0394, s2.acc: 94.2196, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0532, loss: 1.1485 2024-03-11 18:38:35,318 - mmdet - INFO - Epoch [20][2850/7330] lr: 1.342e-05, eta: 2 days, 0:39:46, time: 1.464, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1581, s0.acc: 94.4712, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2269, s1.loss_cls: 0.0756, s1.acc: 94.6480, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1112, s2.loss_cls: 0.0380, s2.acc: 94.3526, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0521, loss: 1.0934 2024-03-11 18:39:46,657 - mmdet - INFO - Epoch [20][2900/7330] lr: 1.342e-05, eta: 2 days, 0:38:34, time: 1.427, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1580, s0.acc: 94.3330, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2317, s1.loss_cls: 0.0743, s1.acc: 94.5002, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1137, s2.loss_cls: 0.0370, s2.acc: 94.4108, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0536, loss: 1.1008 2024-03-11 18:40:55,158 - mmdet - INFO - Epoch [20][2950/7330] lr: 1.342e-05, eta: 2 days, 0:37:19, time: 1.370, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1590, s0.acc: 94.4233, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2269, s1.loss_cls: 0.0750, s1.acc: 94.6128, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1104, s2.loss_cls: 0.0374, s2.acc: 94.5148, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0518, loss: 1.0865 2024-03-11 18:42:08,428 - mmdet - INFO - Epoch [20][3000/7330] lr: 1.342e-05, eta: 2 days, 0:36:08, time: 1.465, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1609, s0.acc: 94.3779, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2334, s1.loss_cls: 0.0765, s1.acc: 94.5742, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1120, s2.loss_cls: 0.0381, s2.acc: 94.4104, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0521, loss: 1.1057 2024-03-11 18:43:23,861 - mmdet - INFO - Epoch [20][3050/7330] lr: 1.342e-05, eta: 2 days, 0:34:59, time: 1.509, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1645, s0.acc: 94.1938, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2262, s1.loss_cls: 0.0783, s1.acc: 94.3537, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1100, s2.loss_cls: 0.0388, s2.acc: 94.2517, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0514, loss: 1.1134 2024-03-11 18:44:37,712 - mmdet - INFO - Epoch [20][3100/7330] lr: 1.342e-05, eta: 2 days, 0:33:49, time: 1.477, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1642, s0.acc: 94.2461, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2282, s1.loss_cls: 0.0764, s1.acc: 94.4499, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1109, s2.loss_cls: 0.0378, s2.acc: 94.4803, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0517, loss: 1.1151 2024-03-11 18:45:49,801 - mmdet - INFO - Epoch [20][3150/7330] lr: 1.342e-05, eta: 2 days, 0:32:37, time: 1.442, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1661, s0.acc: 94.2305, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2273, s1.loss_cls: 0.0778, s1.acc: 94.4188, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1109, s2.loss_cls: 0.0386, s2.acc: 94.2705, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0517, loss: 1.1214 2024-03-11 18:47:04,785 - mmdet - INFO - Epoch [20][3200/7330] lr: 1.342e-05, eta: 2 days, 0:31:28, time: 1.500, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1622, s0.acc: 94.2944, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2294, s1.loss_cls: 0.0767, s1.acc: 94.4995, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1120, s2.loss_cls: 0.0380, s2.acc: 94.3254, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0525, loss: 1.1189 2024-03-11 18:48:18,862 - mmdet - INFO - Epoch [20][3250/7330] lr: 1.342e-05, eta: 2 days, 0:30:18, time: 1.481, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1616, s0.acc: 94.3506, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2289, s1.loss_cls: 0.0758, s1.acc: 94.6123, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1116, s2.loss_cls: 0.0377, s2.acc: 94.4288, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0525, loss: 1.1117 2024-03-11 18:49:29,177 - mmdet - INFO - Epoch [20][3300/7330] lr: 1.342e-05, eta: 2 days, 0:29:04, time: 1.407, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1570, s0.acc: 94.4243, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2269, s1.loss_cls: 0.0740, s1.acc: 94.5387, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1115, s2.loss_cls: 0.0369, s2.acc: 94.4671, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0524, loss: 1.0906 2024-03-11 18:50:36,409 - mmdet - INFO - Epoch [20][3350/7330] lr: 1.342e-05, eta: 2 days, 0:27:48, time: 1.345, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1599, s0.acc: 94.4055, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2296, s1.loss_cls: 0.0753, s1.acc: 94.6509, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1128, s2.loss_cls: 0.0378, s2.acc: 94.4751, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0529, loss: 1.1057 2024-03-11 18:51:48,513 - mmdet - INFO - Epoch [20][3400/7330] lr: 1.342e-05, eta: 2 days, 0:26:37, time: 1.442, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1672, s0.acc: 94.1836, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2281, s1.loss_cls: 0.0791, s1.acc: 94.3508, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1119, s2.loss_cls: 0.0395, s2.acc: 94.1389, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0520, loss: 1.1093 2024-03-11 18:53:00,635 - mmdet - INFO - Epoch [20][3450/7330] lr: 1.342e-05, eta: 2 days, 0:25:25, time: 1.442, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1577, s0.acc: 94.4658, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2238, s1.loss_cls: 0.0743, s1.acc: 94.6506, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1091, s2.loss_cls: 0.0365, s2.acc: 94.6149, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0511, loss: 1.0703 2024-03-11 18:54:10,803 - mmdet - INFO - Epoch [20][3500/7330] lr: 1.342e-05, eta: 2 days, 0:24:11, time: 1.403, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1598, s0.acc: 94.4922, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2269, s1.loss_cls: 0.0744, s1.acc: 94.7008, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1100, s2.loss_cls: 0.0365, s2.acc: 94.5732, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0514, loss: 1.0743 2024-03-11 18:55:23,678 - mmdet - INFO - Epoch [20][3550/7330] lr: 1.342e-05, eta: 2 days, 0:23:00, time: 1.458, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1493, s0.acc: 94.8689, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2199, s1.loss_cls: 0.0698, s1.acc: 95.0968, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1080, s2.loss_cls: 0.0343, s2.acc: 95.0407, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0508, loss: 1.0372 2024-03-11 18:56:34,377 - mmdet - INFO - Epoch [20][3600/7330] lr: 1.342e-05, eta: 2 days, 0:21:47, time: 1.414, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1694, s0.acc: 94.1370, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2244, s1.loss_cls: 0.0805, s1.acc: 94.2457, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1108, s2.loss_cls: 0.0401, s2.acc: 94.1090, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0520, loss: 1.1173 2024-03-11 18:57:46,081 - mmdet - INFO - Epoch [20][3650/7330] lr: 1.342e-05, eta: 2 days, 0:20:35, time: 1.434, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1677, s0.acc: 94.1558, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2328, s1.loss_cls: 0.0788, s1.acc: 94.4063, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1143, s2.loss_cls: 0.0389, s2.acc: 94.2637, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0540, loss: 1.1363 2024-03-11 18:58:56,855 - mmdet - INFO - Epoch [20][3700/7330] lr: 1.342e-05, eta: 2 days, 0:19:22, time: 1.415, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1503, s0.acc: 94.7620, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2236, s1.loss_cls: 0.0705, s1.acc: 94.9810, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1102, s2.loss_cls: 0.0353, s2.acc: 94.8053, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0518, loss: 1.0512 2024-03-11 19:00:11,479 - mmdet - INFO - Epoch [20][3750/7330] lr: 1.342e-05, eta: 2 days, 0:18:13, time: 1.492, data_time: 0.229, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1698, s0.acc: 94.1667, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2295, s1.loss_cls: 0.0800, s1.acc: 94.3770, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1117, s2.loss_cls: 0.0398, s2.acc: 94.2036, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0522, loss: 1.1313 2024-03-11 19:01:27,133 - mmdet - INFO - Epoch [20][3800/7330] lr: 1.342e-05, eta: 2 days, 0:17:04, time: 1.513, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1693, s0.acc: 94.0110, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2358, s1.loss_cls: 0.0803, s1.acc: 94.1300, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1153, s2.loss_cls: 0.0399, s2.acc: 93.9863, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0537, loss: 1.1418 2024-03-11 19:02:37,835 - mmdet - INFO - Epoch [20][3850/7330] lr: 1.342e-05, eta: 2 days, 0:15:51, time: 1.414, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1581, s0.acc: 94.4802, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2249, s1.loss_cls: 0.0740, s1.acc: 94.7273, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1107, s2.loss_cls: 0.0375, s2.acc: 94.5138, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0522, loss: 1.0808 2024-03-11 19:03:50,645 - mmdet - INFO - Epoch [20][3900/7330] lr: 1.342e-05, eta: 2 days, 0:14:40, time: 1.456, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1630, s0.acc: 94.1975, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2286, s1.loss_cls: 0.0774, s1.acc: 94.3853, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1119, s2.loss_cls: 0.0388, s2.acc: 94.1604, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0524, loss: 1.1152 2024-03-11 19:05:06,264 - mmdet - INFO - Epoch [20][3950/7330] lr: 1.342e-05, eta: 2 days, 0:13:31, time: 1.512, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1612, s0.acc: 94.3413, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2325, s1.loss_cls: 0.0759, s1.acc: 94.4706, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1132, s2.loss_cls: 0.0380, s2.acc: 94.2695, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0529, loss: 1.1105 2024-03-11 19:06:15,254 - mmdet - INFO - Epoch [20][4000/7330] lr: 1.342e-05, eta: 2 days, 0:12:16, time: 1.380, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1648, s0.acc: 94.2871, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2266, s1.loss_cls: 0.0795, s1.acc: 94.3285, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1107, s2.loss_cls: 0.0397, s2.acc: 94.2322, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0519, loss: 1.1124 2024-03-11 19:07:31,383 - mmdet - INFO - Epoch [20][4050/7330] lr: 1.342e-05, eta: 2 days, 0:11:08, time: 1.523, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1753, s0.acc: 93.8347, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2297, s1.loss_cls: 0.0821, s1.acc: 94.1269, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1127, s2.loss_cls: 0.0405, s2.acc: 93.9594, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0529, loss: 1.1489 2024-03-11 19:08:40,889 - mmdet - INFO - Epoch [20][4100/7330] lr: 1.342e-05, eta: 2 days, 0:09:54, time: 1.390, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1752, s0.acc: 93.9209, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2297, s1.loss_cls: 0.0830, s1.acc: 94.0975, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1128, s2.loss_cls: 0.0416, s2.acc: 93.8294, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0530, loss: 1.1541 2024-03-11 19:09:50,627 - mmdet - INFO - Epoch [20][4150/7330] lr: 1.342e-05, eta: 2 days, 0:08:40, time: 1.395, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1606, s0.acc: 94.3994, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2261, s1.loss_cls: 0.0757, s1.acc: 94.6361, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1104, s2.loss_cls: 0.0376, s2.acc: 94.4462, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0519, loss: 1.0962 2024-03-11 19:11:00,525 - mmdet - INFO - Epoch [20][4200/7330] lr: 1.342e-05, eta: 2 days, 0:07:26, time: 1.398, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1554, s0.acc: 94.5032, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2320, s1.loss_cls: 0.0732, s1.acc: 94.6821, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1133, s2.loss_cls: 0.0370, s2.acc: 94.5285, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0535, loss: 1.0959 2024-03-11 19:12:14,548 - mmdet - INFO - Epoch [20][4250/7330] lr: 1.342e-05, eta: 2 days, 0:06:16, time: 1.481, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1590, s0.acc: 94.3630, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2294, s1.loss_cls: 0.0751, s1.acc: 94.5525, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1119, s2.loss_cls: 0.0379, s2.acc: 94.3518, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0527, loss: 1.1000 2024-03-11 19:13:29,403 - mmdet - INFO - Epoch [20][4300/7330] lr: 1.342e-05, eta: 2 days, 0:05:07, time: 1.497, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1610, s0.acc: 94.4075, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2287, s1.loss_cls: 0.0752, s1.acc: 94.6715, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1119, s2.loss_cls: 0.0375, s2.acc: 94.4868, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0525, loss: 1.1053 2024-03-11 19:14:39,575 - mmdet - INFO - Epoch [20][4350/7330] lr: 1.342e-05, eta: 2 days, 0:03:53, time: 1.403, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1588, s0.acc: 94.4104, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2312, s1.loss_cls: 0.0751, s1.acc: 94.6223, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1123, s2.loss_cls: 0.0376, s2.acc: 94.4533, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0521, loss: 1.0983 2024-03-11 19:15:48,929 - mmdet - INFO - Epoch [20][4400/7330] lr: 1.342e-05, eta: 2 days, 0:02:39, time: 1.387, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1630, s0.acc: 94.3335, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2346, s1.loss_cls: 0.0770, s1.acc: 94.5201, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1151, s2.loss_cls: 0.0385, s2.acc: 94.3850, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0537, loss: 1.1142 2024-03-11 19:17:07,111 - mmdet - INFO - Epoch [20][4450/7330] lr: 1.342e-05, eta: 2 days, 0:01:32, time: 1.564, data_time: 0.202, memory: 17966, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1602, s0.acc: 94.4045, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2263, s1.loss_cls: 0.0758, s1.acc: 94.5836, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1108, s2.loss_cls: 0.0380, s2.acc: 94.3484, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0520, loss: 1.0904 2024-03-11 19:18:16,169 - mmdet - INFO - Epoch [20][4500/7330] lr: 1.342e-05, eta: 2 days, 0:00:18, time: 1.381, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1611, s0.acc: 94.3647, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2269, s1.loss_cls: 0.0750, s1.acc: 94.6742, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1102, s2.loss_cls: 0.0375, s2.acc: 94.4863, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0517, loss: 1.0940 2024-03-11 19:19:31,224 - mmdet - INFO - Epoch [20][4550/7330] lr: 1.342e-05, eta: 1 day, 23:59:09, time: 1.501, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1593, s0.acc: 94.4285, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2296, s1.loss_cls: 0.0743, s1.acc: 94.6797, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1124, s2.loss_cls: 0.0373, s2.acc: 94.4615, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0526, loss: 1.0917 2024-03-11 19:20:45,631 - mmdet - INFO - Epoch [20][4600/7330] lr: 1.342e-05, eta: 1 day, 23:57:59, time: 1.488, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1641, s0.acc: 94.4170, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2306, s1.loss_cls: 0.0768, s1.acc: 94.6393, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1134, s2.loss_cls: 0.0376, s2.acc: 94.6301, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0529, loss: 1.0967 2024-03-11 19:22:02,322 - mmdet - INFO - Epoch [20][4650/7330] lr: 1.342e-05, eta: 1 day, 23:56:51, time: 1.534, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1691, s0.acc: 94.2009, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2305, s1.loss_cls: 0.0788, s1.acc: 94.4598, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1144, s2.loss_cls: 0.0398, s2.acc: 94.1591, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0535, loss: 1.1282 2024-03-11 19:23:13,601 - mmdet - INFO - Epoch [20][4700/7330] lr: 1.342e-05, eta: 1 day, 23:55:38, time: 1.426, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1545, s0.acc: 94.6121, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2244, s1.loss_cls: 0.0729, s1.acc: 94.8190, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1103, s2.loss_cls: 0.0362, s2.acc: 94.6973, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0520, loss: 1.0733 2024-03-11 19:24:29,519 - mmdet - INFO - Epoch [20][4750/7330] lr: 1.342e-05, eta: 1 day, 23:54:30, time: 1.518, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1547, s0.acc: 94.6228, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2274, s1.loss_cls: 0.0731, s1.acc: 94.7805, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1124, s2.loss_cls: 0.0365, s2.acc: 94.5830, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0523, loss: 1.0759 2024-03-11 19:25:43,284 - mmdet - INFO - Epoch [20][4800/7330] lr: 1.342e-05, eta: 1 day, 23:53:19, time: 1.475, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1582, s0.acc: 94.4937, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2311, s1.loss_cls: 0.0744, s1.acc: 94.6524, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1117, s2.loss_cls: 0.0371, s2.acc: 94.5131, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0522, loss: 1.0865 2024-03-11 19:26:56,440 - mmdet - INFO - Epoch [20][4850/7330] lr: 1.342e-05, eta: 1 day, 23:52:08, time: 1.463, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1616, s0.acc: 94.3254, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2315, s1.loss_cls: 0.0774, s1.acc: 94.3448, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1131, s2.loss_cls: 0.0384, s2.acc: 94.3523, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0531, loss: 1.0969 2024-03-11 19:28:08,307 - mmdet - INFO - Epoch [20][4900/7330] lr: 1.342e-05, eta: 1 day, 23:50:56, time: 1.437, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1573, s0.acc: 94.4998, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2285, s1.loss_cls: 0.0747, s1.acc: 94.6067, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1116, s2.loss_cls: 0.0365, s2.acc: 94.4991, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0526, loss: 1.0924 2024-03-11 19:29:20,817 - mmdet - INFO - Epoch [20][4950/7330] lr: 1.342e-05, eta: 1 day, 23:49:45, time: 1.450, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1693, s0.acc: 94.0139, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2367, s1.loss_cls: 0.0815, s1.acc: 94.1176, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1145, s2.loss_cls: 0.0402, s2.acc: 94.1298, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0537, loss: 1.1365 2024-03-11 19:30:38,550 - mmdet - INFO - Epoch [20][5000/7330] lr: 1.342e-05, eta: 1 day, 23:48:38, time: 1.555, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1586, s0.acc: 94.5105, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2264, s1.loss_cls: 0.0745, s1.acc: 94.5956, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1107, s2.loss_cls: 0.0375, s2.acc: 94.4269, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0519, loss: 1.0799 2024-03-11 19:31:49,705 - mmdet - INFO - Epoch [20][5050/7330] lr: 1.342e-05, eta: 1 day, 23:47:25, time: 1.423, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1596, s0.acc: 94.3901, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2277, s1.loss_cls: 0.0756, s1.acc: 94.6111, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1129, s2.loss_cls: 0.0375, s2.acc: 94.4835, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0534, loss: 1.1049 2024-03-11 19:33:01,061 - mmdet - INFO - Epoch [20][5100/7330] lr: 1.342e-05, eta: 1 day, 23:46:13, time: 1.427, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1724, s0.acc: 93.9866, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2320, s1.loss_cls: 0.0808, s1.acc: 94.1937, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1141, s2.loss_cls: 0.0397, s2.acc: 94.1360, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0536, loss: 1.1456 2024-03-11 19:34:14,607 - mmdet - INFO - Epoch [20][5150/7330] lr: 1.342e-05, eta: 1 day, 23:45:02, time: 1.471, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1612, s0.acc: 94.4221, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2277, s1.loss_cls: 0.0760, s1.acc: 94.5915, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1113, s2.loss_cls: 0.0380, s2.acc: 94.4599, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0523, loss: 1.0952 2024-03-11 19:35:27,446 - mmdet - INFO - Epoch [20][5200/7330] lr: 1.342e-05, eta: 1 day, 23:43:51, time: 1.457, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1553, s0.acc: 94.5493, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2270, s1.loss_cls: 0.0730, s1.acc: 94.8076, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1106, s2.loss_cls: 0.0360, s2.acc: 94.7412, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0518, loss: 1.0694 2024-03-11 19:36:39,667 - mmdet - INFO - Epoch [20][5250/7330] lr: 1.342e-05, eta: 1 day, 23:42:39, time: 1.444, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1635, s0.acc: 94.2942, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2362, s1.loss_cls: 0.0772, s1.acc: 94.4393, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1154, s2.loss_cls: 0.0381, s2.acc: 94.3962, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0541, loss: 1.1270 2024-03-11 19:37:55,121 - mmdet - INFO - Epoch [20][5300/7330] lr: 1.342e-05, eta: 1 day, 23:41:30, time: 1.509, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1724, s0.acc: 93.9775, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2313, s1.loss_cls: 0.0824, s1.acc: 94.1151, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1130, s2.loss_cls: 0.0409, s2.acc: 94.0103, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0530, loss: 1.1455 2024-03-11 19:39:06,374 - mmdet - INFO - Epoch [20][5350/7330] lr: 1.342e-05, eta: 1 day, 23:40:18, time: 1.425, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1639, s0.acc: 94.2087, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2266, s1.loss_cls: 0.0778, s1.acc: 94.4164, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1108, s2.loss_cls: 0.0386, s2.acc: 94.2694, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0522, loss: 1.1094 2024-03-11 19:40:19,238 - mmdet - INFO - Epoch [20][5400/7330] lr: 1.342e-05, eta: 1 day, 23:39:06, time: 1.457, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1653, s0.acc: 94.3418, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2285, s1.loss_cls: 0.0786, s1.acc: 94.5012, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1106, s2.loss_cls: 0.0388, s2.acc: 94.4089, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0518, loss: 1.1034 2024-03-11 19:41:35,377 - mmdet - INFO - Epoch [20][5450/7330] lr: 1.342e-05, eta: 1 day, 23:37:58, time: 1.523, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1623, s0.acc: 94.2273, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2345, s1.loss_cls: 0.0758, s1.acc: 94.4150, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1158, s2.loss_cls: 0.0381, s2.acc: 94.2471, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0546, loss: 1.1279 2024-03-11 19:42:46,077 - mmdet - INFO - Epoch [20][5500/7330] lr: 1.342e-05, eta: 1 day, 23:36:45, time: 1.414, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1594, s0.acc: 94.4412, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2250, s1.loss_cls: 0.0761, s1.acc: 94.5714, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1102, s2.loss_cls: 0.0379, s2.acc: 94.4121, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0518, loss: 1.0774 2024-03-11 19:43:57,962 - mmdet - INFO - Epoch [20][5550/7330] lr: 1.342e-05, eta: 1 day, 23:35:33, time: 1.437, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1631, s0.acc: 94.3201, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2297, s1.loss_cls: 0.0765, s1.acc: 94.5353, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1115, s2.loss_cls: 0.0382, s2.acc: 94.4835, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0524, loss: 1.1101 2024-03-11 19:45:09,728 - mmdet - INFO - Epoch [20][5600/7330] lr: 1.342e-05, eta: 1 day, 23:34:21, time: 1.436, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1541, s0.acc: 94.4160, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2279, s1.loss_cls: 0.0728, s1.acc: 94.6520, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1121, s2.loss_cls: 0.0364, s2.acc: 94.5333, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0526, loss: 1.0845 2024-03-11 19:46:24,092 - mmdet - INFO - Epoch [20][5650/7330] lr: 1.342e-05, eta: 1 day, 23:33:11, time: 1.487, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1624, s0.acc: 94.2329, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2326, s1.loss_cls: 0.0774, s1.acc: 94.3367, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1130, s2.loss_cls: 0.0391, s2.acc: 94.1274, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0532, loss: 1.1180 2024-03-11 19:47:38,110 - mmdet - INFO - Epoch [20][5700/7330] lr: 1.342e-05, eta: 1 day, 23:32:00, time: 1.480, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1654, s0.acc: 94.1777, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2303, s1.loss_cls: 0.0779, s1.acc: 94.4315, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1130, s2.loss_cls: 0.0388, s2.acc: 94.1950, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0527, loss: 1.1268 2024-03-11 19:48:46,430 - mmdet - INFO - Epoch [20][5750/7330] lr: 1.342e-05, eta: 1 day, 23:30:46, time: 1.366, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1667, s0.acc: 94.1716, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2297, s1.loss_cls: 0.0791, s1.acc: 94.3584, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1115, s2.loss_cls: 0.0391, s2.acc: 94.3255, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0524, loss: 1.1183 2024-03-11 19:50:05,457 - mmdet - INFO - Epoch [20][5800/7330] lr: 1.342e-05, eta: 1 day, 23:29:39, time: 1.581, data_time: 0.222, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1620, s0.acc: 94.5068, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2211, s1.loss_cls: 0.0755, s1.acc: 94.7331, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1082, s2.loss_cls: 0.0376, s2.acc: 94.6717, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0511, loss: 1.0766 2024-03-11 19:51:12,444 - mmdet - INFO - Epoch [20][5850/7330] lr: 1.342e-05, eta: 1 day, 23:28:23, time: 1.340, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1681, s0.acc: 94.0884, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2304, s1.loss_cls: 0.0796, s1.acc: 94.2015, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1132, s2.loss_cls: 0.0396, s2.acc: 94.0462, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0532, loss: 1.1293 2024-03-11 19:52:24,539 - mmdet - INFO - Epoch [20][5900/7330] lr: 1.342e-05, eta: 1 day, 23:27:12, time: 1.442, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1689, s0.acc: 94.0627, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2301, s1.loss_cls: 0.0795, s1.acc: 94.2440, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1132, s2.loss_cls: 0.0394, s2.acc: 94.1925, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0535, loss: 1.1221 2024-03-11 19:53:35,486 - mmdet - INFO - Epoch [20][5950/7330] lr: 1.342e-05, eta: 1 day, 23:25:59, time: 1.419, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1585, s0.acc: 94.3040, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2287, s1.loss_cls: 0.0743, s1.acc: 94.5296, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1126, s2.loss_cls: 0.0366, s2.acc: 94.4941, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0532, loss: 1.1000 2024-03-11 19:54:46,588 - mmdet - INFO - Epoch [20][6000/7330] lr: 1.342e-05, eta: 1 day, 23:24:46, time: 1.422, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1619, s0.acc: 94.4475, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2294, s1.loss_cls: 0.0760, s1.acc: 94.6696, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1122, s2.loss_cls: 0.0376, s2.acc: 94.4607, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0527, loss: 1.0912 2024-03-11 19:56:00,842 - mmdet - INFO - Epoch [20][6050/7330] lr: 1.342e-05, eta: 1 day, 23:23:36, time: 1.485, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1621, s0.acc: 94.3420, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2291, s1.loss_cls: 0.0754, s1.acc: 94.6565, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1124, s2.loss_cls: 0.0374, s2.acc: 94.5143, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0529, loss: 1.1058 2024-03-11 19:57:13,704 - mmdet - INFO - Epoch [20][6100/7330] lr: 1.342e-05, eta: 1 day, 23:22:25, time: 1.457, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1552, s0.acc: 94.4912, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2310, s1.loss_cls: 0.0748, s1.acc: 94.6120, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1123, s2.loss_cls: 0.0368, s2.acc: 94.5965, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0529, loss: 1.0895 2024-03-11 19:58:26,461 - mmdet - INFO - Epoch [20][6150/7330] lr: 1.342e-05, eta: 1 day, 23:21:13, time: 1.455, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1610, s0.acc: 94.3838, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2217, s1.loss_cls: 0.0775, s1.acc: 94.4414, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1085, s2.loss_cls: 0.0385, s2.acc: 94.3658, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0511, loss: 1.0789 2024-03-11 19:59:39,026 - mmdet - INFO - Epoch [20][6200/7330] lr: 1.342e-05, eta: 1 day, 23:20:02, time: 1.451, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1612, s0.acc: 94.4048, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2254, s1.loss_cls: 0.0769, s1.acc: 94.6103, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1112, s2.loss_cls: 0.0382, s2.acc: 94.4973, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0523, loss: 1.0919 2024-03-11 20:00:50,471 - mmdet - INFO - Epoch [20][6250/7330] lr: 1.342e-05, eta: 1 day, 23:18:50, time: 1.429, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1560, s0.acc: 94.5649, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2344, s1.loss_cls: 0.0732, s1.acc: 94.7469, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1141, s2.loss_cls: 0.0360, s2.acc: 94.6431, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0535, loss: 1.0875 2024-03-11 20:02:05,264 - mmdet - INFO - Epoch [20][6300/7330] lr: 1.342e-05, eta: 1 day, 23:17:40, time: 1.496, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1696, s0.acc: 94.1194, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2328, s1.loss_cls: 0.0803, s1.acc: 94.3074, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1142, s2.loss_cls: 0.0402, s2.acc: 94.1406, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0536, loss: 1.1357 2024-03-11 20:03:19,214 - mmdet - INFO - Epoch [20][6350/7330] lr: 1.342e-05, eta: 1 day, 23:16:30, time: 1.479, data_time: 0.119, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1673, s0.acc: 94.1060, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2301, s1.loss_cls: 0.0784, s1.acc: 94.4013, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1118, s2.loss_cls: 0.0394, s2.acc: 94.1328, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0522, loss: 1.1249 2024-03-11 20:04:37,119 - mmdet - INFO - Epoch [20][6400/7330] lr: 1.342e-05, eta: 1 day, 23:15:23, time: 1.558, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1671, s0.acc: 94.1980, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2342, s1.loss_cls: 0.0782, s1.acc: 94.3864, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1138, s2.loss_cls: 0.0385, s2.acc: 94.3413, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0533, loss: 1.1226 2024-03-11 20:05:48,125 - mmdet - INFO - Epoch [20][6450/7330] lr: 1.342e-05, eta: 1 day, 23:14:10, time: 1.420, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1638, s0.acc: 94.1702, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2295, s1.loss_cls: 0.0768, s1.acc: 94.3818, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1131, s2.loss_cls: 0.0387, s2.acc: 94.1894, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0529, loss: 1.1320 2024-03-11 20:06:58,057 - mmdet - INFO - Epoch [20][6500/7330] lr: 1.342e-05, eta: 1 day, 23:12:56, time: 1.398, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1675, s0.acc: 94.1719, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2345, s1.loss_cls: 0.0788, s1.acc: 94.3707, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1155, s2.loss_cls: 0.0387, s2.acc: 94.2087, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0539, loss: 1.1341 2024-03-11 20:08:12,406 - mmdet - INFO - Epoch [20][6550/7330] lr: 1.342e-05, eta: 1 day, 23:11:46, time: 1.487, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1633, s0.acc: 94.3079, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2248, s1.loss_cls: 0.0768, s1.acc: 94.4882, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1103, s2.loss_cls: 0.0383, s2.acc: 94.3306, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0517, loss: 1.0942 2024-03-11 20:09:27,812 - mmdet - INFO - Epoch [20][6600/7330] lr: 1.342e-05, eta: 1 day, 23:10:37, time: 1.508, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1584, s0.acc: 94.3916, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2274, s1.loss_cls: 0.0749, s1.acc: 94.6015, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1118, s2.loss_cls: 0.0373, s2.acc: 94.4438, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0523, loss: 1.0958 2024-03-11 20:10:41,166 - mmdet - INFO - Epoch [20][6650/7330] lr: 1.342e-05, eta: 1 day, 23:09:26, time: 1.467, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1666, s0.acc: 94.2146, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2308, s1.loss_cls: 0.0777, s1.acc: 94.4495, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1133, s2.loss_cls: 0.0388, s2.acc: 94.3311, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0530, loss: 1.1265 2024-03-11 20:11:49,583 - mmdet - INFO - Epoch [20][6700/7330] lr: 1.342e-05, eta: 1 day, 23:08:11, time: 1.368, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1583, s0.acc: 94.4883, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2274, s1.loss_cls: 0.0744, s1.acc: 94.6437, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1112, s2.loss_cls: 0.0373, s2.acc: 94.5426, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0527, loss: 1.0900 2024-03-11 20:12:58,919 - mmdet - INFO - Epoch [20][6750/7330] lr: 1.342e-05, eta: 1 day, 23:06:57, time: 1.387, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1560, s0.acc: 94.6355, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2307, s1.loss_cls: 0.0737, s1.acc: 94.8193, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1131, s2.loss_cls: 0.0373, s2.acc: 94.5514, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0531, loss: 1.0899 2024-03-11 20:14:12,089 - mmdet - INFO - Epoch [20][6800/7330] lr: 1.342e-05, eta: 1 day, 23:05:46, time: 1.463, data_time: 0.202, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1691, s0.acc: 94.1960, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2356, s1.loss_cls: 0.0797, s1.acc: 94.3850, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1146, s2.loss_cls: 0.0400, s2.acc: 94.1488, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0538, loss: 1.1348 2024-03-11 20:15:25,658 - mmdet - INFO - Epoch [20][6850/7330] lr: 1.342e-05, eta: 1 day, 23:04:36, time: 1.471, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1734, s0.acc: 93.8320, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2381, s1.loss_cls: 0.0824, s1.acc: 93.9876, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1153, s2.loss_cls: 0.0409, s2.acc: 93.8769, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0539, loss: 1.1706 2024-03-11 20:16:38,794 - mmdet - INFO - Epoch [20][6900/7330] lr: 1.342e-05, eta: 1 day, 23:03:25, time: 1.463, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1663, s0.acc: 94.2456, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2329, s1.loss_cls: 0.0782, s1.acc: 94.4231, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1137, s2.loss_cls: 0.0386, s2.acc: 94.3186, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0533, loss: 1.1156 2024-03-11 20:17:52,204 - mmdet - INFO - Epoch [20][6950/7330] lr: 1.342e-05, eta: 1 day, 23:02:14, time: 1.468, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1652, s0.acc: 94.2158, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2310, s1.loss_cls: 0.0783, s1.acc: 94.3313, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1113, s2.loss_cls: 0.0389, s2.acc: 94.1924, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0522, loss: 1.1167 2024-03-11 20:19:03,626 - mmdet - INFO - Epoch [20][7000/7330] lr: 1.342e-05, eta: 1 day, 23:01:01, time: 1.428, data_time: 0.110, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1646, s0.acc: 94.2625, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2318, s1.loss_cls: 0.0785, s1.acc: 94.4569, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1126, s2.loss_cls: 0.0398, s2.acc: 94.2168, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0525, loss: 1.1162 2024-03-11 20:20:15,356 - mmdet - INFO - Epoch [20][7050/7330] lr: 1.342e-05, eta: 1 day, 22:59:49, time: 1.435, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1578, s0.acc: 94.5642, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2250, s1.loss_cls: 0.0737, s1.acc: 94.7793, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1102, s2.loss_cls: 0.0369, s2.acc: 94.7138, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0518, loss: 1.0763 2024-03-11 20:21:31,188 - mmdet - INFO - Epoch [20][7100/7330] lr: 1.342e-05, eta: 1 day, 22:58:40, time: 1.516, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1639, s0.acc: 94.2783, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2276, s1.loss_cls: 0.0770, s1.acc: 94.4814, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1124, s2.loss_cls: 0.0383, s2.acc: 94.3309, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0531, loss: 1.1082 2024-03-11 20:22:46,189 - mmdet - INFO - Epoch [20][7150/7330] lr: 1.342e-05, eta: 1 day, 22:57:31, time: 1.500, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1710, s0.acc: 94.0820, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2317, s1.loss_cls: 0.0802, s1.acc: 94.2949, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1131, s2.loss_cls: 0.0398, s2.acc: 94.1894, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0528, loss: 1.1327 2024-03-11 20:23:58,830 - mmdet - INFO - Epoch [20][7200/7330] lr: 1.342e-05, eta: 1 day, 22:56:20, time: 1.453, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1631, s0.acc: 94.2944, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2274, s1.loss_cls: 0.0772, s1.acc: 94.5736, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1116, s2.loss_cls: 0.0386, s2.acc: 94.4664, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0522, loss: 1.1030 2024-03-11 20:25:11,604 - mmdet - INFO - Epoch [20][7250/7330] lr: 1.342e-05, eta: 1 day, 22:55:08, time: 1.456, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1628, s0.acc: 94.3604, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2271, s1.loss_cls: 0.0773, s1.acc: 94.5154, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1111, s2.loss_cls: 0.0381, s2.acc: 94.3983, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0520, loss: 1.0995 2024-03-11 20:26:27,354 - mmdet - INFO - Epoch [20][7300/7330] lr: 1.342e-05, eta: 1 day, 22:53:59, time: 1.515, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1599, s0.acc: 94.4451, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2278, s1.loss_cls: 0.0757, s1.acc: 94.5333, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1122, s2.loss_cls: 0.0376, s2.acc: 94.5244, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0530, loss: 1.1015 2024-03-11 20:27:05,195 - mmdet - INFO - Saving checkpoint at 20 epochs 2024-03-11 20:32:39,070 - mmdet - INFO - Evaluating bbox... 2024-03-11 20:33:10,407 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.489 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.676 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.534 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.315 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.531 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 ] = 0.626 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 ] = 0.449 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 2024-03-11 20:33:10,408 - mmdet - INFO - Evaluating segm... 2024-03-11 20:33:50,060 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.425 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.654 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.462 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.231 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 ] = 0.612 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 ] = 0.589 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.706 2024-03-11 20:33:50,643 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 20:33:50,646 - mmdet - INFO - Epoch(val) [20][1250] bbox_mAP: 0.4890, bbox_mAP_50: 0.6760, bbox_mAP_75: 0.5340, bbox_mAP_s: 0.3150, bbox_mAP_m: 0.5310, bbox_mAP_l: 0.6310, bbox_mAP_copypaste: 0.489 0.676 0.534 0.315 0.531 0.631, segm_mAP: 0.4250, segm_mAP_50: 0.6540, segm_mAP_75: 0.4620, segm_mAP_s: 0.2310, segm_mAP_m: 0.4580, segm_mAP_l: 0.6120, segm_mAP_copypaste: 0.425 0.654 0.462 0.231 0.458 0.612 2024-03-11 20:35:07,480 - mmdet - INFO - Epoch [21][50/7330] lr: 1.342e-05, eta: 1 day, 22:51:33, time: 1.535, data_time: 0.225, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1593, s0.acc: 94.3281, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2338, s1.loss_cls: 0.0751, s1.acc: 94.5546, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1142, s2.loss_cls: 0.0376, s2.acc: 94.3832, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0534, loss: 1.1124 2024-03-11 20:36:18,799 - mmdet - INFO - Epoch [21][100/7330] lr: 1.342e-05, eta: 1 day, 22:50:21, time: 1.426, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1668, s0.acc: 94.2300, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2288, s1.loss_cls: 0.0771, s1.acc: 94.4417, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1117, s2.loss_cls: 0.0380, s2.acc: 94.4127, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0520, loss: 1.1196 2024-03-11 20:37:30,294 - mmdet - INFO - Epoch [21][150/7330] lr: 1.342e-05, eta: 1 day, 22:49:09, time: 1.430, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1568, s0.acc: 94.4661, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2259, s1.loss_cls: 0.0728, s1.acc: 94.7023, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1096, s2.loss_cls: 0.0362, s2.acc: 94.6112, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0513, loss: 1.0794 2024-03-11 20:38:42,040 - mmdet - INFO - Epoch [21][200/7330] lr: 1.342e-05, eta: 1 day, 22:47:57, time: 1.435, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1476, s0.acc: 94.7231, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2211, s1.loss_cls: 0.0691, s1.acc: 94.9241, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1075, s2.loss_cls: 0.0346, s2.acc: 94.8477, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0506, loss: 1.0475 2024-03-11 20:39:53,243 - mmdet - INFO - Epoch [21][250/7330] lr: 1.342e-05, eta: 1 day, 22:46:44, time: 1.424, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1552, s0.acc: 94.5535, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2261, s1.loss_cls: 0.0726, s1.acc: 94.7807, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1095, s2.loss_cls: 0.0359, s2.acc: 94.6587, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0511, loss: 1.0624 2024-03-11 20:41:03,825 - mmdet - INFO - Epoch [21][300/7330] lr: 1.342e-05, eta: 1 day, 22:45:31, time: 1.412, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1623, s0.acc: 94.2961, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2293, s1.loss_cls: 0.0773, s1.acc: 94.4621, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1120, s2.loss_cls: 0.0384, s2.acc: 94.3616, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0527, loss: 1.1111 2024-03-11 20:42:17,986 - mmdet - INFO - Epoch [21][350/7330] lr: 1.342e-05, eta: 1 day, 22:44:21, time: 1.483, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1524, s0.acc: 94.6711, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2218, s1.loss_cls: 0.0712, s1.acc: 94.9297, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1079, s2.loss_cls: 0.0351, s2.acc: 94.8274, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0508, loss: 1.0669 2024-03-11 20:43:27,272 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 20:43:27,272 - mmdet - INFO - Epoch [21][400/7330] lr: 1.342e-05, eta: 1 day, 22:43:07, time: 1.386, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1548, s0.acc: 94.5984, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2220, s1.loss_cls: 0.0717, s1.acc: 94.9214, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1091, s2.loss_cls: 0.0359, s2.acc: 94.8043, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0509, loss: 1.0752 2024-03-11 20:44:40,149 - mmdet - INFO - Epoch [21][450/7330] lr: 1.342e-05, eta: 1 day, 22:41:56, time: 1.458, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1637, s0.acc: 94.2568, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2326, s1.loss_cls: 0.0778, s1.acc: 94.4810, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1145, s2.loss_cls: 0.0390, s2.acc: 94.3432, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0533, loss: 1.1144 2024-03-11 20:45:54,114 - mmdet - INFO - Epoch [21][500/7330] lr: 1.342e-05, eta: 1 day, 22:40:45, time: 1.479, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1745, s0.acc: 93.8962, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2349, s1.loss_cls: 0.0808, s1.acc: 94.2020, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1145, s2.loss_cls: 0.0401, s2.acc: 94.0144, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0540, loss: 1.1628 2024-03-11 20:47:03,544 - mmdet - INFO - Epoch [21][550/7330] lr: 1.342e-05, eta: 1 day, 22:39:31, time: 1.389, data_time: 0.115, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1566, s0.acc: 94.4192, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2247, s1.loss_cls: 0.0758, s1.acc: 94.5480, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1097, s2.loss_cls: 0.0380, s2.acc: 94.3816, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0516, loss: 1.0819 2024-03-11 20:48:18,748 - mmdet - INFO - Epoch [21][600/7330] lr: 1.342e-05, eta: 1 day, 22:38:22, time: 1.504, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1663, s0.acc: 94.1355, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2294, s1.loss_cls: 0.0782, s1.acc: 94.3920, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1122, s2.loss_cls: 0.0394, s2.acc: 94.1721, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0527, loss: 1.1241 2024-03-11 20:49:31,735 - mmdet - INFO - Epoch [21][650/7330] lr: 1.342e-05, eta: 1 day, 22:37:11, time: 1.460, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1592, s0.acc: 94.3528, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2303, s1.loss_cls: 0.0749, s1.acc: 94.5623, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1129, s2.loss_cls: 0.0375, s2.acc: 94.4399, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0532, loss: 1.1006 2024-03-11 20:50:44,342 - mmdet - INFO - Epoch [21][700/7330] lr: 1.342e-05, eta: 1 day, 22:35:59, time: 1.452, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1585, s0.acc: 94.3928, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2319, s1.loss_cls: 0.0734, s1.acc: 94.6284, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1141, s2.loss_cls: 0.0369, s2.acc: 94.4565, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0540, loss: 1.0964 2024-03-11 20:51:55,847 - mmdet - INFO - Epoch [21][750/7330] lr: 1.342e-05, eta: 1 day, 22:34:47, time: 1.430, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1637, s0.acc: 94.1494, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2273, s1.loss_cls: 0.0775, s1.acc: 94.4023, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1111, s2.loss_cls: 0.0386, s2.acc: 94.3166, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0523, loss: 1.1220 2024-03-11 20:53:09,293 - mmdet - INFO - Epoch [21][800/7330] lr: 1.342e-05, eta: 1 day, 22:33:36, time: 1.469, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1455, s0.acc: 94.8911, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2261, s1.loss_cls: 0.0679, s1.acc: 95.1247, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1113, s2.loss_cls: 0.0340, s2.acc: 94.9880, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0521, loss: 1.0442 2024-03-11 20:54:16,609 - mmdet - INFO - Epoch [21][850/7330] lr: 1.342e-05, eta: 1 day, 22:32:21, time: 1.346, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1607, s0.acc: 94.3616, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2290, s1.loss_cls: 0.0754, s1.acc: 94.5645, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1121, s2.loss_cls: 0.0374, s2.acc: 94.5528, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0529, loss: 1.1095 2024-03-11 20:55:27,442 - mmdet - INFO - Epoch [21][900/7330] lr: 1.342e-05, eta: 1 day, 22:31:08, time: 1.417, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1559, s0.acc: 94.4587, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2230, s1.loss_cls: 0.0736, s1.acc: 94.6516, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1090, s2.loss_cls: 0.0367, s2.acc: 94.4751, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0512, loss: 1.0753 2024-03-11 20:56:41,955 - mmdet - INFO - Epoch [21][950/7330] lr: 1.342e-05, eta: 1 day, 22:29:58, time: 1.490, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1608, s0.acc: 94.2905, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2226, s1.loss_cls: 0.0758, s1.acc: 94.4372, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1087, s2.loss_cls: 0.0375, s2.acc: 94.3742, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0512, loss: 1.0893 2024-03-11 20:57:52,080 - mmdet - INFO - Epoch [21][1000/7330] lr: 1.342e-05, eta: 1 day, 22:28:45, time: 1.402, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1574, s0.acc: 94.5571, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2238, s1.loss_cls: 0.0736, s1.acc: 94.6950, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1088, s2.loss_cls: 0.0369, s2.acc: 94.4706, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0513, loss: 1.0705 2024-03-11 20:59:05,949 - mmdet - INFO - Epoch [21][1050/7330] lr: 1.342e-05, eta: 1 day, 22:27:34, time: 1.477, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1664, s0.acc: 94.1707, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2344, s1.loss_cls: 0.0782, s1.acc: 94.4099, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1159, s2.loss_cls: 0.0388, s2.acc: 94.2826, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0543, loss: 1.1401 2024-03-11 21:00:19,116 - mmdet - INFO - Epoch [21][1100/7330] lr: 1.342e-05, eta: 1 day, 22:26:23, time: 1.463, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1572, s0.acc: 94.5623, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2287, s1.loss_cls: 0.0741, s1.acc: 94.7437, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1124, s2.loss_cls: 0.0371, s2.acc: 94.5459, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0526, loss: 1.0882 2024-03-11 21:01:31,818 - mmdet - INFO - Epoch [21][1150/7330] lr: 1.342e-05, eta: 1 day, 22:25:12, time: 1.454, data_time: 0.233, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1617, s0.acc: 94.3611, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2322, s1.loss_cls: 0.0754, s1.acc: 94.6647, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1131, s2.loss_cls: 0.0380, s2.acc: 94.4925, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0528, loss: 1.1194 2024-03-11 21:02:42,484 - mmdet - INFO - Epoch [21][1200/7330] lr: 1.342e-05, eta: 1 day, 22:23:59, time: 1.413, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1667, s0.acc: 94.1323, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2322, s1.loss_cls: 0.0782, s1.acc: 94.3507, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1124, s2.loss_cls: 0.0388, s2.acc: 94.3301, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0526, loss: 1.1284 2024-03-11 21:03:53,257 - mmdet - INFO - Epoch [21][1250/7330] lr: 1.342e-05, eta: 1 day, 22:22:46, time: 1.415, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1576, s0.acc: 94.5273, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2221, s1.loss_cls: 0.0743, s1.acc: 94.7280, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1092, s2.loss_cls: 0.0369, s2.acc: 94.5776, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0514, loss: 1.0777 2024-03-11 21:05:05,207 - mmdet - INFO - Epoch [21][1300/7330] lr: 1.342e-05, eta: 1 day, 22:21:34, time: 1.439, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1624, s0.acc: 94.2993, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2296, s1.loss_cls: 0.0763, s1.acc: 94.5133, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1117, s2.loss_cls: 0.0382, s2.acc: 94.3380, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0523, loss: 1.1088 2024-03-11 21:06:19,190 - mmdet - INFO - Epoch [21][1350/7330] lr: 1.342e-05, eta: 1 day, 22:20:24, time: 1.479, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1741, s0.acc: 94.0161, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2349, s1.loss_cls: 0.0812, s1.acc: 94.2870, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1156, s2.loss_cls: 0.0398, s2.acc: 94.2450, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0544, loss: 1.1397 2024-03-11 21:07:33,229 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 21:07:33,229 - mmdet - INFO - Epoch [21][1400/7330] lr: 1.342e-05, eta: 1 day, 22:19:13, time: 1.481, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1641, s0.acc: 94.2886, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2303, s1.loss_cls: 0.0768, s1.acc: 94.5567, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1129, s2.loss_cls: 0.0380, s2.acc: 94.4235, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0530, loss: 1.1157 2024-03-11 21:08:48,426 - mmdet - INFO - Epoch [21][1450/7330] lr: 1.342e-05, eta: 1 day, 22:18:04, time: 1.504, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1622, s0.acc: 94.3457, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2321, s1.loss_cls: 0.0760, s1.acc: 94.5575, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1133, s2.loss_cls: 0.0377, s2.acc: 94.4388, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0530, loss: 1.1147 2024-03-11 21:10:00,492 - mmdet - INFO - Epoch [21][1500/7330] lr: 1.342e-05, eta: 1 day, 22:16:52, time: 1.441, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1645, s0.acc: 94.3169, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2343, s1.loss_cls: 0.0787, s1.acc: 94.3829, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1134, s2.loss_cls: 0.0388, s2.acc: 94.3692, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0529, loss: 1.1239 2024-03-11 21:11:13,616 - mmdet - INFO - Epoch [21][1550/7330] lr: 1.342e-05, eta: 1 day, 22:15:41, time: 1.462, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1677, s0.acc: 94.2168, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2271, s1.loss_cls: 0.0779, s1.acc: 94.4990, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1113, s2.loss_cls: 0.0390, s2.acc: 94.3204, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0519, loss: 1.1170 2024-03-11 21:12:23,514 - mmdet - INFO - Epoch [21][1600/7330] lr: 1.342e-05, eta: 1 day, 22:14:27, time: 1.398, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1627, s0.acc: 94.3647, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2327, s1.loss_cls: 0.0758, s1.acc: 94.5981, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1133, s2.loss_cls: 0.0371, s2.acc: 94.4623, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0534, loss: 1.1121 2024-03-11 21:13:33,120 - mmdet - INFO - Epoch [21][1650/7330] lr: 1.342e-05, eta: 1 day, 22:13:14, time: 1.392, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1612, s0.acc: 94.3472, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2290, s1.loss_cls: 0.0762, s1.acc: 94.4764, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1126, s2.loss_cls: 0.0376, s2.acc: 94.3393, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0528, loss: 1.1058 2024-03-11 21:14:44,847 - mmdet - INFO - Epoch [21][1700/7330] lr: 1.342e-05, eta: 1 day, 22:12:01, time: 1.435, data_time: 0.242, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1596, s0.acc: 94.3335, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2269, s1.loss_cls: 0.0745, s1.acc: 94.5969, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1119, s2.loss_cls: 0.0370, s2.acc: 94.5738, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0521, loss: 1.0940 2024-03-11 21:15:58,680 - mmdet - INFO - Epoch [21][1750/7330] lr: 1.342e-05, eta: 1 day, 22:10:51, time: 1.477, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1670, s0.acc: 94.1985, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2294, s1.loss_cls: 0.0784, s1.acc: 94.4212, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1111, s2.loss_cls: 0.0386, s2.acc: 94.3102, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0519, loss: 1.1165 2024-03-11 21:17:12,661 - mmdet - INFO - Epoch [21][1800/7330] lr: 1.342e-05, eta: 1 day, 22:09:41, time: 1.480, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1568, s0.acc: 94.5596, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2295, s1.loss_cls: 0.0725, s1.acc: 94.8263, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1116, s2.loss_cls: 0.0356, s2.acc: 94.7493, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0520, loss: 1.0714 2024-03-11 21:18:23,728 - mmdet - INFO - Epoch [21][1850/7330] lr: 1.342e-05, eta: 1 day, 22:08:28, time: 1.421, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1605, s0.acc: 94.4138, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2302, s1.loss_cls: 0.0757, s1.acc: 94.6147, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1132, s2.loss_cls: 0.0375, s2.acc: 94.5551, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0531, loss: 1.1001 2024-03-11 21:19:36,687 - mmdet - INFO - Epoch [21][1900/7330] lr: 1.342e-05, eta: 1 day, 22:07:17, time: 1.459, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1603, s0.acc: 94.4526, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2243, s1.loss_cls: 0.0750, s1.acc: 94.7500, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1099, s2.loss_cls: 0.0368, s2.acc: 94.6556, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0515, loss: 1.0863 2024-03-11 21:20:49,867 - mmdet - INFO - Epoch [21][1950/7330] lr: 1.342e-05, eta: 1 day, 22:06:06, time: 1.464, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1553, s0.acc: 94.5044, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2221, s1.loss_cls: 0.0733, s1.acc: 94.7094, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1095, s2.loss_cls: 0.0363, s2.acc: 94.5809, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0515, loss: 1.0763 2024-03-11 21:22:03,684 - mmdet - INFO - Epoch [21][2000/7330] lr: 1.342e-05, eta: 1 day, 22:04:55, time: 1.476, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1653, s0.acc: 94.2659, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2288, s1.loss_cls: 0.0778, s1.acc: 94.4086, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1104, s2.loss_cls: 0.0384, s2.acc: 94.3267, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0519, loss: 1.1074 2024-03-11 21:23:14,498 - mmdet - INFO - Epoch [21][2050/7330] lr: 1.342e-05, eta: 1 day, 22:03:42, time: 1.416, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1620, s0.acc: 94.4326, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2298, s1.loss_cls: 0.0772, s1.acc: 94.5577, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1119, s2.loss_cls: 0.0382, s2.acc: 94.3782, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0521, loss: 1.0897 2024-03-11 21:24:26,141 - mmdet - INFO - Epoch [21][2100/7330] lr: 1.342e-05, eta: 1 day, 22:02:30, time: 1.433, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1704, s0.acc: 94.0330, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2275, s1.loss_cls: 0.0794, s1.acc: 94.2531, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1121, s2.loss_cls: 0.0392, s2.acc: 94.0751, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0527, loss: 1.1328 2024-03-11 21:25:40,856 - mmdet - INFO - Epoch [21][2150/7330] lr: 1.342e-05, eta: 1 day, 22:01:20, time: 1.494, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1662, s0.acc: 94.2402, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2249, s1.loss_cls: 0.0769, s1.acc: 94.5134, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1099, s2.loss_cls: 0.0376, s2.acc: 94.4251, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0514, loss: 1.1046 2024-03-11 21:26:54,480 - mmdet - INFO - Epoch [21][2200/7330] lr: 1.342e-05, eta: 1 day, 22:00:10, time: 1.472, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1591, s0.acc: 94.4231, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2301, s1.loss_cls: 0.0761, s1.acc: 94.6230, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1122, s2.loss_cls: 0.0381, s2.acc: 94.4795, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0528, loss: 1.1011 2024-03-11 21:28:09,647 - mmdet - INFO - Epoch [21][2250/7330] lr: 1.342e-05, eta: 1 day, 21:59:00, time: 1.503, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1650, s0.acc: 94.2471, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2285, s1.loss_cls: 0.0783, s1.acc: 94.3694, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1117, s2.loss_cls: 0.0391, s2.acc: 94.2672, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0522, loss: 1.1160 2024-03-11 21:29:24,336 - mmdet - INFO - Epoch [21][2300/7330] lr: 1.342e-05, eta: 1 day, 21:57:50, time: 1.494, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1544, s0.acc: 94.6421, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2234, s1.loss_cls: 0.0708, s1.acc: 94.9407, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1100, s2.loss_cls: 0.0354, s2.acc: 94.8272, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0518, loss: 1.0606 2024-03-11 21:30:32,398 - mmdet - INFO - Epoch [21][2350/7330] lr: 1.342e-05, eta: 1 day, 21:56:36, time: 1.361, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1546, s0.acc: 94.5857, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2253, s1.loss_cls: 0.0723, s1.acc: 94.8169, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1102, s2.loss_cls: 0.0367, s2.acc: 94.6524, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0515, loss: 1.0770 2024-03-11 21:31:44,029 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 21:31:44,029 - mmdet - INFO - Epoch [21][2400/7330] lr: 1.342e-05, eta: 1 day, 21:55:23, time: 1.433, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1530, s0.acc: 94.4736, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2279, s1.loss_cls: 0.0721, s1.acc: 94.6664, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1117, s2.loss_cls: 0.0362, s2.acc: 94.4894, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0525, loss: 1.0780 2024-03-11 21:32:59,075 - mmdet - INFO - Epoch [21][2450/7330] lr: 1.342e-05, eta: 1 day, 21:54:14, time: 1.501, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1677, s0.acc: 94.0933, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2327, s1.loss_cls: 0.0797, s1.acc: 94.1978, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1127, s2.loss_cls: 0.0394, s2.acc: 94.1747, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0527, loss: 1.1276 2024-03-11 21:34:11,158 - mmdet - INFO - Epoch [21][2500/7330] lr: 1.342e-05, eta: 1 day, 21:53:02, time: 1.442, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1645, s0.acc: 94.2122, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2237, s1.loss_cls: 0.0770, s1.acc: 94.4536, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1091, s2.loss_cls: 0.0386, s2.acc: 94.2071, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0513, loss: 1.1085 2024-03-11 21:35:21,004 - mmdet - INFO - Epoch [21][2550/7330] lr: 1.342e-05, eta: 1 day, 21:51:48, time: 1.397, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1668, s0.acc: 94.1948, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2342, s1.loss_cls: 0.0781, s1.acc: 94.4438, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1156, s2.loss_cls: 0.0387, s2.acc: 94.3648, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0544, loss: 1.1386 2024-03-11 21:36:35,693 - mmdet - INFO - Epoch [21][2600/7330] lr: 1.342e-05, eta: 1 day, 21:50:38, time: 1.494, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1631, s0.acc: 94.2622, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2297, s1.loss_cls: 0.0770, s1.acc: 94.4763, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1127, s2.loss_cls: 0.0386, s2.acc: 94.2660, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0523, loss: 1.1016 2024-03-11 21:37:50,031 - mmdet - INFO - Epoch [21][2650/7330] lr: 1.342e-05, eta: 1 day, 21:49:28, time: 1.487, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1721, s0.acc: 94.0513, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2338, s1.loss_cls: 0.0798, s1.acc: 94.3032, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1137, s2.loss_cls: 0.0392, s2.acc: 94.2747, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0530, loss: 1.1404 2024-03-11 21:39:06,378 - mmdet - INFO - Epoch [21][2700/7330] lr: 1.342e-05, eta: 1 day, 21:48:20, time: 1.527, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1562, s0.acc: 94.5457, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2289, s1.loss_cls: 0.0735, s1.acc: 94.7018, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1126, s2.loss_cls: 0.0369, s2.acc: 94.5987, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0528, loss: 1.0850 2024-03-11 21:40:19,911 - mmdet - INFO - Epoch [21][2750/7330] lr: 1.342e-05, eta: 1 day, 21:47:09, time: 1.470, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1537, s0.acc: 94.5518, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2241, s1.loss_cls: 0.0728, s1.acc: 94.7584, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1105, s2.loss_cls: 0.0361, s2.acc: 94.7083, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0520, loss: 1.0775 2024-03-11 21:41:30,480 - mmdet - INFO - Epoch [21][2800/7330] lr: 1.342e-05, eta: 1 day, 21:45:56, time: 1.412, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1554, s0.acc: 94.6147, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2244, s1.loss_cls: 0.0738, s1.acc: 94.7532, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1103, s2.loss_cls: 0.0373, s2.acc: 94.5314, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0517, loss: 1.0751 2024-03-11 21:42:42,977 - mmdet - INFO - Epoch [21][2850/7330] lr: 1.342e-05, eta: 1 day, 21:44:44, time: 1.450, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1577, s0.acc: 94.4590, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2295, s1.loss_cls: 0.0750, s1.acc: 94.6177, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1123, s2.loss_cls: 0.0374, s2.acc: 94.5023, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0528, loss: 1.0935 2024-03-11 21:43:59,906 - mmdet - INFO - Epoch [21][2900/7330] lr: 1.342e-05, eta: 1 day, 21:43:36, time: 1.539, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1583, s0.acc: 94.3699, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2286, s1.loss_cls: 0.0743, s1.acc: 94.5212, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1118, s2.loss_cls: 0.0375, s2.acc: 94.4188, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0524, loss: 1.1009 2024-03-11 21:45:09,193 - mmdet - INFO - Epoch [21][2950/7330] lr: 1.342e-05, eta: 1 day, 21:42:22, time: 1.386, data_time: 0.107, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1589, s0.acc: 94.4529, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2257, s1.loss_cls: 0.0742, s1.acc: 94.6758, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1113, s2.loss_cls: 0.0371, s2.acc: 94.5925, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0525, loss: 1.0898 2024-03-11 21:46:18,937 - mmdet - INFO - Epoch [21][3000/7330] lr: 1.342e-05, eta: 1 day, 21:41:09, time: 1.395, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1603, s0.acc: 94.3206, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2296, s1.loss_cls: 0.0755, s1.acc: 94.4943, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1125, s2.loss_cls: 0.0376, s2.acc: 94.4128, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0533, loss: 1.1104 2024-03-11 21:47:28,753 - mmdet - INFO - Epoch [21][3050/7330] lr: 1.342e-05, eta: 1 day, 21:39:55, time: 1.396, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1667, s0.acc: 94.1895, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2334, s1.loss_cls: 0.0783, s1.acc: 94.3948, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1142, s2.loss_cls: 0.0391, s2.acc: 94.2942, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0533, loss: 1.1254 2024-03-11 21:48:44,077 - mmdet - INFO - Epoch [21][3100/7330] lr: 1.342e-05, eta: 1 day, 21:38:46, time: 1.507, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1605, s0.acc: 94.2444, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2337, s1.loss_cls: 0.0751, s1.acc: 94.5377, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1127, s2.loss_cls: 0.0369, s2.acc: 94.5787, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0525, loss: 1.1099 2024-03-11 21:49:53,455 - mmdet - INFO - Epoch [21][3150/7330] lr: 1.342e-05, eta: 1 day, 21:37:32, time: 1.388, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1609, s0.acc: 94.2852, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2311, s1.loss_cls: 0.0765, s1.acc: 94.5511, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1144, s2.loss_cls: 0.0379, s2.acc: 94.4910, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0534, loss: 1.1156 2024-03-11 21:51:07,780 - mmdet - INFO - Epoch [21][3200/7330] lr: 1.342e-05, eta: 1 day, 21:36:22, time: 1.487, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1605, s0.acc: 94.2852, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2271, s1.loss_cls: 0.0754, s1.acc: 94.5400, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1124, s2.loss_cls: 0.0386, s2.acc: 94.2966, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0528, loss: 1.1177 2024-03-11 21:52:21,389 - mmdet - INFO - Epoch [21][3250/7330] lr: 1.342e-05, eta: 1 day, 21:35:11, time: 1.472, data_time: 0.220, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1689, s0.acc: 94.0950, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2312, s1.loss_cls: 0.0805, s1.acc: 94.2314, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1131, s2.loss_cls: 0.0397, s2.acc: 94.1230, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0531, loss: 1.1292 2024-03-11 21:53:35,154 - mmdet - INFO - Epoch [21][3300/7330] lr: 1.342e-05, eta: 1 day, 21:34:00, time: 1.475, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1558, s0.acc: 94.4819, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2308, s1.loss_cls: 0.0734, s1.acc: 94.5884, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1124, s2.loss_cls: 0.0369, s2.acc: 94.4486, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0522, loss: 1.0926 2024-03-11 21:54:51,264 - mmdet - INFO - Epoch [21][3350/7330] lr: 1.342e-05, eta: 1 day, 21:32:51, time: 1.522, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1604, s0.acc: 94.3608, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2305, s1.loss_cls: 0.0747, s1.acc: 94.5389, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1130, s2.loss_cls: 0.0374, s2.acc: 94.4696, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0528, loss: 1.0978 2024-03-11 21:56:03,916 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 21:56:03,917 - mmdet - INFO - Epoch [21][3400/7330] lr: 1.342e-05, eta: 1 day, 21:31:40, time: 1.453, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1640, s0.acc: 94.2756, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2291, s1.loss_cls: 0.0775, s1.acc: 94.4299, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1106, s2.loss_cls: 0.0381, s2.acc: 94.3831, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0518, loss: 1.1071 2024-03-11 21:57:18,187 - mmdet - INFO - Epoch [21][3450/7330] lr: 1.342e-05, eta: 1 day, 21:30:30, time: 1.485, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1640, s0.acc: 94.1887, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2297, s1.loss_cls: 0.0786, s1.acc: 94.2992, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1102, s2.loss_cls: 0.0388, s2.acc: 94.2488, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0513, loss: 1.1030 2024-03-11 21:58:31,108 - mmdet - INFO - Epoch [21][3500/7330] lr: 1.342e-05, eta: 1 day, 21:29:19, time: 1.458, data_time: 0.231, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1567, s0.acc: 94.5083, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2253, s1.loss_cls: 0.0734, s1.acc: 94.6646, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1110, s2.loss_cls: 0.0369, s2.acc: 94.4467, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0518, loss: 1.0769 2024-03-11 21:59:45,791 - mmdet - INFO - Epoch [21][3550/7330] lr: 1.342e-05, eta: 1 day, 21:28:09, time: 1.494, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1733, s0.acc: 94.0117, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2368, s1.loss_cls: 0.0817, s1.acc: 94.2440, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1160, s2.loss_cls: 0.0400, s2.acc: 94.2059, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0548, loss: 1.1519 2024-03-11 22:01:02,116 - mmdet - INFO - Epoch [21][3600/7330] lr: 1.342e-05, eta: 1 day, 21:27:00, time: 1.527, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1570, s0.acc: 94.5117, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2239, s1.loss_cls: 0.0733, s1.acc: 94.7589, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1099, s2.loss_cls: 0.0362, s2.acc: 94.5997, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0518, loss: 1.0771 2024-03-11 22:02:13,400 - mmdet - INFO - Epoch [21][3650/7330] lr: 1.342e-05, eta: 1 day, 21:25:47, time: 1.426, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1636, s0.acc: 94.2200, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2290, s1.loss_cls: 0.0761, s1.acc: 94.5893, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1126, s2.loss_cls: 0.0381, s2.acc: 94.3958, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0530, loss: 1.1103 2024-03-11 22:03:23,174 - mmdet - INFO - Epoch [21][3700/7330] lr: 1.342e-05, eta: 1 day, 21:24:34, time: 1.395, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1685, s0.acc: 93.9822, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2327, s1.loss_cls: 0.0802, s1.acc: 94.1965, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1149, s2.loss_cls: 0.0396, s2.acc: 94.1557, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0544, loss: 1.1414 2024-03-11 22:04:39,269 - mmdet - INFO - Epoch [21][3750/7330] lr: 1.342e-05, eta: 1 day, 21:23:25, time: 1.522, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1612, s0.acc: 94.3218, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2312, s1.loss_cls: 0.0767, s1.acc: 94.5441, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1129, s2.loss_cls: 0.0383, s2.acc: 94.3165, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0527, loss: 1.1161 2024-03-11 22:05:48,900 - mmdet - INFO - Epoch [21][3800/7330] lr: 1.342e-05, eta: 1 day, 21:22:11, time: 1.393, data_time: 0.107, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1592, s0.acc: 94.4949, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2294, s1.loss_cls: 0.0745, s1.acc: 94.7049, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1127, s2.loss_cls: 0.0371, s2.acc: 94.6201, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0528, loss: 1.0878 2024-03-11 22:07:03,000 - mmdet - INFO - Epoch [21][3850/7330] lr: 1.342e-05, eta: 1 day, 21:21:01, time: 1.482, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1663, s0.acc: 94.1653, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2269, s1.loss_cls: 0.0793, s1.acc: 94.3708, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1098, s2.loss_cls: 0.0397, s2.acc: 94.1665, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0515, loss: 1.1148 2024-03-11 22:08:14,721 - mmdet - INFO - Epoch [21][3900/7330] lr: 1.342e-05, eta: 1 day, 21:19:49, time: 1.434, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1559, s0.acc: 94.4946, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2285, s1.loss_cls: 0.0730, s1.acc: 94.6945, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1129, s2.loss_cls: 0.0368, s2.acc: 94.4744, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0534, loss: 1.0942 2024-03-11 22:09:28,887 - mmdet - INFO - Epoch [21][3950/7330] lr: 1.342e-05, eta: 1 day, 21:18:38, time: 1.483, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1645, s0.acc: 94.1680, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2261, s1.loss_cls: 0.0777, s1.acc: 94.4739, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1108, s2.loss_cls: 0.0385, s2.acc: 94.3303, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0524, loss: 1.1149 2024-03-11 22:10:40,265 - mmdet - INFO - Epoch [21][4000/7330] lr: 1.342e-05, eta: 1 day, 21:17:26, time: 1.428, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1549, s0.acc: 94.5793, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2268, s1.loss_cls: 0.0731, s1.acc: 94.7314, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1108, s2.loss_cls: 0.0364, s2.acc: 94.5938, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0519, loss: 1.0794 2024-03-11 22:11:51,051 - mmdet - INFO - Epoch [21][4050/7330] lr: 1.342e-05, eta: 1 day, 21:16:13, time: 1.416, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1565, s0.acc: 94.5723, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2274, s1.loss_cls: 0.0726, s1.acc: 94.8051, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1116, s2.loss_cls: 0.0362, s2.acc: 94.7013, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0529, loss: 1.0841 2024-03-11 22:13:02,901 - mmdet - INFO - Epoch [21][4100/7330] lr: 1.342e-05, eta: 1 day, 21:15:01, time: 1.437, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1624, s0.acc: 94.3640, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2275, s1.loss_cls: 0.0764, s1.acc: 94.6062, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1131, s2.loss_cls: 0.0377, s2.acc: 94.5475, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0533, loss: 1.1066 2024-03-11 22:14:13,600 - mmdet - INFO - Epoch [21][4150/7330] lr: 1.342e-05, eta: 1 day, 21:13:48, time: 1.414, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1557, s0.acc: 94.5938, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2276, s1.loss_cls: 0.0729, s1.acc: 94.8555, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1098, s2.loss_cls: 0.0361, s2.acc: 94.7562, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0518, loss: 1.0744 2024-03-11 22:15:25,977 - mmdet - INFO - Epoch [21][4200/7330] lr: 1.342e-05, eta: 1 day, 21:12:37, time: 1.448, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1513, s0.acc: 94.7241, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2223, s1.loss_cls: 0.0702, s1.acc: 94.9913, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1096, s2.loss_cls: 0.0346, s2.acc: 94.9470, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0516, loss: 1.0558 2024-03-11 22:16:36,288 - mmdet - INFO - Epoch [21][4250/7330] lr: 1.342e-05, eta: 1 day, 21:11:23, time: 1.406, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1530, s0.acc: 94.7739, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2326, s1.loss_cls: 0.0709, s1.acc: 94.9518, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1126, s2.loss_cls: 0.0351, s2.acc: 94.7964, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0526, loss: 1.0752 2024-03-11 22:17:51,687 - mmdet - INFO - Epoch [21][4300/7330] lr: 1.342e-05, eta: 1 day, 21:10:14, time: 1.508, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1613, s0.acc: 94.2839, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2332, s1.loss_cls: 0.0752, s1.acc: 94.5731, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1136, s2.loss_cls: 0.0379, s2.acc: 94.3565, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0532, loss: 1.1153 2024-03-11 22:19:04,255 - mmdet - INFO - Epoch [21][4350/7330] lr: 1.342e-05, eta: 1 day, 21:09:02, time: 1.451, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1636, s0.acc: 94.2051, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2315, s1.loss_cls: 0.0780, s1.acc: 94.3053, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1134, s2.loss_cls: 0.0388, s2.acc: 94.1909, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0534, loss: 1.1234 2024-03-11 22:20:12,772 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 22:20:12,773 - mmdet - INFO - Epoch [21][4400/7330] lr: 1.342e-05, eta: 1 day, 21:07:48, time: 1.370, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1589, s0.acc: 94.4172, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2279, s1.loss_cls: 0.0740, s1.acc: 94.7016, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1115, s2.loss_cls: 0.0372, s2.acc: 94.4667, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0523, loss: 1.0965 2024-03-11 22:21:20,045 - mmdet - INFO - Epoch [21][4450/7330] lr: 1.342e-05, eta: 1 day, 21:06:32, time: 1.345, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1695, s0.acc: 94.2122, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2321, s1.loss_cls: 0.0801, s1.acc: 94.3727, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1138, s2.loss_cls: 0.0401, s2.acc: 94.2461, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0537, loss: 1.1308 2024-03-11 22:22:31,246 - mmdet - INFO - Epoch [21][4500/7330] lr: 1.342e-05, eta: 1 day, 21:05:20, time: 1.424, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1675, s0.acc: 94.1501, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2307, s1.loss_cls: 0.0792, s1.acc: 94.3163, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1128, s2.loss_cls: 0.0390, s2.acc: 94.2901, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0524, loss: 1.1269 2024-03-11 22:23:42,440 - mmdet - INFO - Epoch [21][4550/7330] lr: 1.342e-05, eta: 1 day, 21:04:07, time: 1.424, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1633, s0.acc: 94.2136, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2314, s1.loss_cls: 0.0769, s1.acc: 94.4476, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1136, s2.loss_cls: 0.0385, s2.acc: 94.2938, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0532, loss: 1.1135 2024-03-11 22:24:55,860 - mmdet - INFO - Epoch [21][4600/7330] lr: 1.342e-05, eta: 1 day, 21:02:56, time: 1.468, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1578, s0.acc: 94.4863, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2311, s1.loss_cls: 0.0735, s1.acc: 94.7390, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1126, s2.loss_cls: 0.0368, s2.acc: 94.5597, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0530, loss: 1.0888 2024-03-11 22:26:09,628 - mmdet - INFO - Epoch [21][4650/7330] lr: 1.342e-05, eta: 1 day, 21:01:46, time: 1.475, data_time: 0.111, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1663, s0.acc: 94.1763, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2347, s1.loss_cls: 0.0780, s1.acc: 94.3998, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1140, s2.loss_cls: 0.0390, s2.acc: 94.2445, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0535, loss: 1.1397 2024-03-11 22:27:21,668 - mmdet - INFO - Epoch [21][4700/7330] lr: 1.342e-05, eta: 1 day, 21:00:34, time: 1.441, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1574, s0.acc: 94.5054, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2231, s1.loss_cls: 0.0731, s1.acc: 94.6799, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1093, s2.loss_cls: 0.0366, s2.acc: 94.4664, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0511, loss: 1.0827 2024-03-11 22:28:32,895 - mmdet - INFO - Epoch [21][4750/7330] lr: 1.342e-05, eta: 1 day, 20:59:21, time: 1.425, data_time: 0.209, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1596, s0.acc: 94.2485, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2308, s1.loss_cls: 0.0748, s1.acc: 94.5040, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1119, s2.loss_cls: 0.0376, s2.acc: 94.3995, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0524, loss: 1.1102 2024-03-11 22:29:39,983 - mmdet - INFO - Epoch [21][4800/7330] lr: 1.342e-05, eta: 1 day, 20:58:06, time: 1.342, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1610, s0.acc: 94.4595, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2248, s1.loss_cls: 0.0743, s1.acc: 94.6652, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1103, s2.loss_cls: 0.0370, s2.acc: 94.5183, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0514, loss: 1.0903 2024-03-11 22:30:51,983 - mmdet - INFO - Epoch [21][4850/7330] lr: 1.342e-05, eta: 1 day, 20:56:54, time: 1.440, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1562, s0.acc: 94.4167, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2280, s1.loss_cls: 0.0738, s1.acc: 94.5989, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1117, s2.loss_cls: 0.0368, s2.acc: 94.4960, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0528, loss: 1.0906 2024-03-11 22:32:09,572 - mmdet - INFO - Epoch [21][4900/7330] lr: 1.342e-05, eta: 1 day, 20:55:46, time: 1.552, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1632, s0.acc: 94.2661, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2276, s1.loss_cls: 0.0761, s1.acc: 94.5427, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1112, s2.loss_cls: 0.0379, s2.acc: 94.4527, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0520, loss: 1.1037 2024-03-11 22:33:21,048 - mmdet - INFO - Epoch [21][4950/7330] lr: 1.342e-05, eta: 1 day, 20:54:34, time: 1.429, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1582, s0.acc: 94.3916, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2319, s1.loss_cls: 0.0741, s1.acc: 94.6160, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1144, s2.loss_cls: 0.0376, s2.acc: 94.4464, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0533, loss: 1.1115 2024-03-11 22:34:33,227 - mmdet - INFO - Epoch [21][5000/7330] lr: 1.342e-05, eta: 1 day, 20:53:22, time: 1.444, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1542, s0.acc: 94.5955, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2337, s1.loss_cls: 0.0724, s1.acc: 94.7706, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1146, s2.loss_cls: 0.0361, s2.acc: 94.6786, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0537, loss: 1.0743 2024-03-11 22:35:44,466 - mmdet - INFO - Epoch [21][5050/7330] lr: 1.342e-05, eta: 1 day, 20:52:10, time: 1.425, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1640, s0.acc: 94.1907, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2360, s1.loss_cls: 0.0782, s1.acc: 94.2710, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1160, s2.loss_cls: 0.0387, s2.acc: 94.2184, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0546, loss: 1.1328 2024-03-11 22:36:59,244 - mmdet - INFO - Epoch [21][5100/7330] lr: 1.342e-05, eta: 1 day, 20:51:00, time: 1.495, data_time: 0.208, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1656, s0.acc: 94.2051, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2297, s1.loss_cls: 0.0775, s1.acc: 94.4456, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1123, s2.loss_cls: 0.0379, s2.acc: 94.4829, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0525, loss: 1.1158 2024-03-11 22:38:12,076 - mmdet - INFO - Epoch [21][5150/7330] lr: 1.342e-05, eta: 1 day, 20:49:48, time: 1.457, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1713, s0.acc: 94.0642, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2314, s1.loss_cls: 0.0813, s1.acc: 94.1550, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1133, s2.loss_cls: 0.0406, s2.acc: 93.9500, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0530, loss: 1.1447 2024-03-11 22:39:26,812 - mmdet - INFO - Epoch [21][5200/7330] lr: 1.342e-05, eta: 1 day, 20:48:38, time: 1.494, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1686, s0.acc: 94.1824, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2299, s1.loss_cls: 0.0800, s1.acc: 94.4081, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1131, s2.loss_cls: 0.0398, s2.acc: 94.3041, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0529, loss: 1.1232 2024-03-11 22:40:44,080 - mmdet - INFO - Epoch [21][5250/7330] lr: 1.342e-05, eta: 1 day, 20:47:30, time: 1.546, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1620, s0.acc: 94.2173, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2286, s1.loss_cls: 0.0760, s1.acc: 94.4830, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1131, s2.loss_cls: 0.0378, s2.acc: 94.3818, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0532, loss: 1.1165 2024-03-11 22:41:58,879 - mmdet - INFO - Epoch [21][5300/7330] lr: 1.342e-05, eta: 1 day, 20:46:20, time: 1.496, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1599, s0.acc: 94.3721, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2319, s1.loss_cls: 0.0742, s1.acc: 94.6521, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1132, s2.loss_cls: 0.0367, s2.acc: 94.5398, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0534, loss: 1.0958 2024-03-11 22:43:12,977 - mmdet - INFO - Epoch [21][5350/7330] lr: 1.342e-05, eta: 1 day, 20:45:10, time: 1.482, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1596, s0.acc: 94.3604, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2288, s1.loss_cls: 0.0751, s1.acc: 94.6132, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1120, s2.loss_cls: 0.0376, s2.acc: 94.4332, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0528, loss: 1.0965 2024-03-11 22:44:22,433 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 22:44:22,433 - mmdet - INFO - Epoch [21][5400/7330] lr: 1.342e-05, eta: 1 day, 20:43:56, time: 1.389, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1559, s0.acc: 94.5652, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2222, s1.loss_cls: 0.0744, s1.acc: 94.7578, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1099, s2.loss_cls: 0.0372, s2.acc: 94.5725, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0519, loss: 1.0737 2024-03-11 22:45:30,497 - mmdet - INFO - Epoch [21][5450/7330] lr: 1.342e-05, eta: 1 day, 20:42:41, time: 1.362, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1622, s0.acc: 94.3926, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2245, s1.loss_cls: 0.0763, s1.acc: 94.5839, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1105, s2.loss_cls: 0.0379, s2.acc: 94.4416, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0519, loss: 1.0942 2024-03-11 22:46:42,687 - mmdet - INFO - Epoch [21][5500/7330] lr: 1.342e-05, eta: 1 day, 20:41:30, time: 1.444, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1547, s0.acc: 94.5720, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2253, s1.loss_cls: 0.0743, s1.acc: 94.6832, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1121, s2.loss_cls: 0.0374, s2.acc: 94.4758, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0530, loss: 1.0841 2024-03-11 22:47:56,055 - mmdet - INFO - Epoch [21][5550/7330] lr: 1.342e-05, eta: 1 day, 20:40:19, time: 1.468, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1649, s0.acc: 94.2251, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2303, s1.loss_cls: 0.0781, s1.acc: 94.4241, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1138, s2.loss_cls: 0.0390, s2.acc: 94.2477, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0536, loss: 1.1285 2024-03-11 22:49:10,468 - mmdet - INFO - Epoch [21][5600/7330] lr: 1.342e-05, eta: 1 day, 20:39:08, time: 1.488, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1544, s0.acc: 94.6699, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2312, s1.loss_cls: 0.0737, s1.acc: 94.7873, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1144, s2.loss_cls: 0.0374, s2.acc: 94.4826, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0540, loss: 1.0913 2024-03-11 22:50:21,425 - mmdet - INFO - Epoch [21][5650/7330] lr: 1.342e-05, eta: 1 day, 20:37:56, time: 1.419, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1575, s0.acc: 94.4023, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2274, s1.loss_cls: 0.0744, s1.acc: 94.6362, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1118, s2.loss_cls: 0.0374, s2.acc: 94.5115, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0527, loss: 1.1001 2024-03-11 22:51:39,068 - mmdet - INFO - Epoch [21][5700/7330] lr: 1.342e-05, eta: 1 day, 20:36:48, time: 1.553, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1597, s0.acc: 94.4214, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2272, s1.loss_cls: 0.0738, s1.acc: 94.6918, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1117, s2.loss_cls: 0.0372, s2.acc: 94.4453, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0526, loss: 1.0990 2024-03-11 22:52:52,027 - mmdet - INFO - Epoch [21][5750/7330] lr: 1.342e-05, eta: 1 day, 20:35:37, time: 1.459, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1611, s0.acc: 94.3101, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2329, s1.loss_cls: 0.0750, s1.acc: 94.5608, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1128, s2.loss_cls: 0.0373, s2.acc: 94.3961, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0526, loss: 1.1085 2024-03-11 22:54:04,239 - mmdet - INFO - Epoch [21][5800/7330] lr: 1.342e-05, eta: 1 day, 20:34:25, time: 1.444, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1624, s0.acc: 94.4116, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2247, s1.loss_cls: 0.0764, s1.acc: 94.5228, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1106, s2.loss_cls: 0.0377, s2.acc: 94.4490, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0521, loss: 1.0797 2024-03-11 22:55:17,004 - mmdet - INFO - Epoch [21][5850/7330] lr: 1.342e-05, eta: 1 day, 20:33:14, time: 1.456, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1634, s0.acc: 94.3420, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2301, s1.loss_cls: 0.0775, s1.acc: 94.4308, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1125, s2.loss_cls: 0.0389, s2.acc: 94.2964, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0527, loss: 1.1015 2024-03-11 22:56:30,411 - mmdet - INFO - Epoch [21][5900/7330] lr: 1.342e-05, eta: 1 day, 20:32:03, time: 1.468, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1527, s0.acc: 94.5686, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2226, s1.loss_cls: 0.0717, s1.acc: 94.8235, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1100, s2.loss_cls: 0.0357, s2.acc: 94.6621, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0519, loss: 1.0773 2024-03-11 22:57:47,670 - mmdet - INFO - Epoch [21][5950/7330] lr: 1.342e-05, eta: 1 day, 20:30:54, time: 1.545, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1626, s0.acc: 94.3589, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2283, s1.loss_cls: 0.0757, s1.acc: 94.5263, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1122, s2.loss_cls: 0.0372, s2.acc: 94.5237, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0528, loss: 1.1004 2024-03-11 22:59:03,880 - mmdet - INFO - Epoch [21][6000/7330] lr: 1.342e-05, eta: 1 day, 20:29:46, time: 1.524, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1574, s0.acc: 94.4143, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2316, s1.loss_cls: 0.0736, s1.acc: 94.6578, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1135, s2.loss_cls: 0.0367, s2.acc: 94.4862, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0536, loss: 1.0921 2024-03-11 23:00:14,209 - mmdet - INFO - Epoch [21][6050/7330] lr: 1.342e-05, eta: 1 day, 20:28:32, time: 1.407, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1558, s0.acc: 94.5542, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2271, s1.loss_cls: 0.0744, s1.acc: 94.6765, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1112, s2.loss_cls: 0.0368, s2.acc: 94.5166, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0519, loss: 1.0825 2024-03-11 23:01:25,930 - mmdet - INFO - Epoch [21][6100/7330] lr: 1.342e-05, eta: 1 day, 20:27:20, time: 1.434, data_time: 0.114, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1609, s0.acc: 94.3613, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2328, s1.loss_cls: 0.0763, s1.acc: 94.5724, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1146, s2.loss_cls: 0.0382, s2.acc: 94.4078, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0542, loss: 1.1143 2024-03-11 23:02:37,126 - mmdet - INFO - Epoch [21][6150/7330] lr: 1.342e-05, eta: 1 day, 20:26:08, time: 1.424, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1641, s0.acc: 94.2871, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2286, s1.loss_cls: 0.0777, s1.acc: 94.4247, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1131, s2.loss_cls: 0.0388, s2.acc: 94.2678, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0532, loss: 1.1178 2024-03-11 23:03:45,933 - mmdet - INFO - Epoch [21][6200/7330] lr: 1.342e-05, eta: 1 day, 20:24:53, time: 1.376, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1542, s0.acc: 94.6255, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2249, s1.loss_cls: 0.0729, s1.acc: 94.7408, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1114, s2.loss_cls: 0.0362, s2.acc: 94.6747, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0524, loss: 1.0705 2024-03-11 23:04:54,768 - mmdet - INFO - Epoch [21][6250/7330] lr: 1.342e-05, eta: 1 day, 20:23:39, time: 1.377, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1573, s0.acc: 94.4800, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2231, s1.loss_cls: 0.0748, s1.acc: 94.6642, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1103, s2.loss_cls: 0.0375, s2.acc: 94.4012, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0520, loss: 1.0843 2024-03-11 23:06:07,853 - mmdet - INFO - Epoch [21][6300/7330] lr: 1.342e-05, eta: 1 day, 20:22:28, time: 1.462, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1589, s0.acc: 94.3662, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2257, s1.loss_cls: 0.0752, s1.acc: 94.5227, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1107, s2.loss_cls: 0.0373, s2.acc: 94.4165, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0521, loss: 1.0979 2024-03-11 23:07:16,562 - mmdet - INFO - Epoch [21][6350/7330] lr: 1.342e-05, eta: 1 day, 20:21:14, time: 1.374, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1479, s0.acc: 94.8369, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2226, s1.loss_cls: 0.0689, s1.acc: 95.0059, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1096, s2.loss_cls: 0.0345, s2.acc: 94.8502, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0513, loss: 1.0443 2024-03-11 23:08:26,239 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 23:08:26,239 - mmdet - INFO - Epoch [21][6400/7330] lr: 1.342e-05, eta: 1 day, 20:20:00, time: 1.393, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1514, s0.acc: 94.6670, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2276, s1.loss_cls: 0.0716, s1.acc: 94.8407, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1114, s2.loss_cls: 0.0359, s2.acc: 94.6903, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0525, loss: 1.0683 2024-03-11 23:09:39,402 - mmdet - INFO - Epoch [21][6450/7330] lr: 1.342e-05, eta: 1 day, 20:18:49, time: 1.463, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1639, s0.acc: 94.3081, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2294, s1.loss_cls: 0.0772, s1.acc: 94.5314, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1114, s2.loss_cls: 0.0382, s2.acc: 94.3948, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0518, loss: 1.1026 2024-03-11 23:10:54,457 - mmdet - INFO - Epoch [21][6500/7330] lr: 1.342e-05, eta: 1 day, 20:17:39, time: 1.501, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1578, s0.acc: 94.5107, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2270, s1.loss_cls: 0.0735, s1.acc: 94.7754, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1102, s2.loss_cls: 0.0372, s2.acc: 94.6432, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0520, loss: 1.0836 2024-03-11 23:12:06,990 - mmdet - INFO - Epoch [21][6550/7330] lr: 1.342e-05, eta: 1 day, 20:16:28, time: 1.451, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1582, s0.acc: 94.5342, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2321, s1.loss_cls: 0.0735, s1.acc: 94.8750, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1138, s2.loss_cls: 0.0368, s2.acc: 94.7489, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0533, loss: 1.0974 2024-03-11 23:13:16,553 - mmdet - INFO - Epoch [21][6600/7330] lr: 1.342e-05, eta: 1 day, 20:15:14, time: 1.391, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1652, s0.acc: 94.2065, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2219, s1.loss_cls: 0.0782, s1.acc: 94.4120, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1090, s2.loss_cls: 0.0391, s2.acc: 94.2668, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0518, loss: 1.1029 2024-03-11 23:14:32,925 - mmdet - INFO - Epoch [21][6650/7330] lr: 1.342e-05, eta: 1 day, 20:14:05, time: 1.527, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1743, s0.acc: 93.9087, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2364, s1.loss_cls: 0.0834, s1.acc: 94.0132, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1146, s2.loss_cls: 0.0412, s2.acc: 93.8416, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0538, loss: 1.1646 2024-03-11 23:15:45,941 - mmdet - INFO - Epoch [21][6700/7330] lr: 1.342e-05, eta: 1 day, 20:12:54, time: 1.460, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1520, s0.acc: 94.6599, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2227, s1.loss_cls: 0.0717, s1.acc: 94.8682, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1098, s2.loss_cls: 0.0361, s2.acc: 94.7026, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0518, loss: 1.0638 2024-03-11 23:17:01,194 - mmdet - INFO - Epoch [21][6750/7330] lr: 1.342e-05, eta: 1 day, 20:11:44, time: 1.505, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1667, s0.acc: 94.2705, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2342, s1.loss_cls: 0.0768, s1.acc: 94.4979, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1143, s2.loss_cls: 0.0379, s2.acc: 94.4939, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0534, loss: 1.1321 2024-03-11 23:18:15,259 - mmdet - INFO - Epoch [21][6800/7330] lr: 1.342e-05, eta: 1 day, 20:10:34, time: 1.482, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1665, s0.acc: 94.2817, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2285, s1.loss_cls: 0.0788, s1.acc: 94.4788, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1118, s2.loss_cls: 0.0389, s2.acc: 94.3853, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0526, loss: 1.1305 2024-03-11 23:19:27,091 - mmdet - INFO - Epoch [21][6850/7330] lr: 1.342e-05, eta: 1 day, 20:09:22, time: 1.437, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1685, s0.acc: 94.2261, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2258, s1.loss_cls: 0.0798, s1.acc: 94.3765, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1097, s2.loss_cls: 0.0403, s2.acc: 94.1648, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0516, loss: 1.1154 2024-03-11 23:20:35,150 - mmdet - INFO - Epoch [21][6900/7330] lr: 1.342e-05, eta: 1 day, 20:08:07, time: 1.361, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1573, s0.acc: 94.5129, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2304, s1.loss_cls: 0.0739, s1.acc: 94.7231, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1128, s2.loss_cls: 0.0371, s2.acc: 94.6189, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0525, loss: 1.0885 2024-03-11 23:21:45,953 - mmdet - INFO - Epoch [21][6950/7330] lr: 1.342e-05, eta: 1 day, 20:06:54, time: 1.416, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1579, s0.acc: 94.4895, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2266, s1.loss_cls: 0.0757, s1.acc: 94.6603, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1110, s2.loss_cls: 0.0379, s2.acc: 94.6168, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0518, loss: 1.0813 2024-03-11 23:22:59,214 - mmdet - INFO - Epoch [21][7000/7330] lr: 1.342e-05, eta: 1 day, 20:05:43, time: 1.465, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1615, s0.acc: 94.4897, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2310, s1.loss_cls: 0.0746, s1.acc: 94.7215, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1119, s2.loss_cls: 0.0372, s2.acc: 94.5925, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0523, loss: 1.0952 2024-03-11 23:24:15,270 - mmdet - INFO - Epoch [21][7050/7330] lr: 1.342e-05, eta: 1 day, 20:04:34, time: 1.521, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1617, s0.acc: 94.3357, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2236, s1.loss_cls: 0.0754, s1.acc: 94.5855, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1101, s2.loss_cls: 0.0371, s2.acc: 94.5494, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0517, loss: 1.0908 2024-03-11 23:25:23,341 - mmdet - INFO - Epoch [21][7100/7330] lr: 1.342e-05, eta: 1 day, 20:03:19, time: 1.361, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1595, s0.acc: 94.4243, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2237, s1.loss_cls: 0.0756, s1.acc: 94.5649, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1097, s2.loss_cls: 0.0385, s2.acc: 94.3429, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0516, loss: 1.0876 2024-03-11 23:26:40,589 - mmdet - INFO - Epoch [21][7150/7330] lr: 1.342e-05, eta: 1 day, 20:02:11, time: 1.545, data_time: 0.205, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1701, s0.acc: 94.0771, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2327, s1.loss_cls: 0.0808, s1.acc: 94.2971, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1136, s2.loss_cls: 0.0399, s2.acc: 94.0927, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0533, loss: 1.1434 2024-03-11 23:27:56,533 - mmdet - INFO - Epoch [21][7200/7330] lr: 1.342e-05, eta: 1 day, 20:01:02, time: 1.519, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1651, s0.acc: 94.2205, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2345, s1.loss_cls: 0.0776, s1.acc: 94.4369, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1153, s2.loss_cls: 0.0386, s2.acc: 94.2481, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0540, loss: 1.1285 2024-03-11 23:29:11,416 - mmdet - INFO - Epoch [21][7250/7330] lr: 1.342e-05, eta: 1 day, 19:59:52, time: 1.498, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1680, s0.acc: 94.1108, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2316, s1.loss_cls: 0.0802, s1.acc: 94.2334, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1127, s2.loss_cls: 0.0399, s2.acc: 94.0932, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0531, loss: 1.1477 2024-03-11 23:30:24,927 - mmdet - INFO - Epoch [21][7300/7330] lr: 1.342e-05, eta: 1 day, 19:58:41, time: 1.470, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1631, s0.acc: 94.2720, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2302, s1.loss_cls: 0.0768, s1.acc: 94.4871, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1114, s2.loss_cls: 0.0377, s2.acc: 94.4134, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0521, loss: 1.1094 2024-03-11 23:31:02,286 - mmdet - INFO - Saving checkpoint at 21 epochs 2024-03-11 23:36:40,070 - mmdet - INFO - Evaluating bbox... 2024-03-11 23:37:15,853 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.492 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.681 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.536 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.322 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 ] = 0.634 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.460 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.662 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.773 2024-03-11 23:37:15,854 - mmdet - INFO - Evaluating segm... 2024-03-11 23:37:53,225 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.427 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.655 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.460 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.229 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.460 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.552 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.552 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.552 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.380 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 ] = 0.701 2024-03-11 23:37:53,839 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-11 23:37:53,842 - mmdet - INFO - Epoch(val) [21][1250] bbox_mAP: 0.4920, bbox_mAP_50: 0.6810, bbox_mAP_75: 0.5360, bbox_mAP_s: 0.3220, bbox_mAP_m: 0.5300, bbox_mAP_l: 0.6340, bbox_mAP_copypaste: 0.492 0.681 0.536 0.322 0.530 0.634, segm_mAP: 0.4270, segm_mAP_50: 0.6550, segm_mAP_75: 0.4600, segm_mAP_s: 0.2290, segm_mAP_m: 0.4600, segm_mAP_l: 0.6080, segm_mAP_copypaste: 0.427 0.655 0.460 0.229 0.460 0.608 2024-03-11 23:39:07,893 - mmdet - INFO - Epoch [22][50/7330] lr: 1.342e-05, eta: 1 day, 19:56:17, time: 1.479, data_time: 0.234, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1603, s0.acc: 94.4451, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2255, s1.loss_cls: 0.0753, s1.acc: 94.6790, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1099, s2.loss_cls: 0.0372, s2.acc: 94.6449, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0516, loss: 1.0817 2024-03-11 23:40:20,927 - mmdet - INFO - Epoch [22][100/7330] lr: 1.342e-05, eta: 1 day, 19:55:05, time: 1.461, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1518, s0.acc: 94.6729, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2251, s1.loss_cls: 0.0696, s1.acc: 94.9755, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1106, s2.loss_cls: 0.0343, s2.acc: 94.8740, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0521, loss: 1.0643 2024-03-11 23:41:28,722 - mmdet - INFO - Epoch [22][150/7330] lr: 1.342e-05, eta: 1 day, 19:53:50, time: 1.356, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1586, s0.acc: 94.3601, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2268, s1.loss_cls: 0.0737, s1.acc: 94.5827, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1111, s2.loss_cls: 0.0367, s2.acc: 94.4657, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0523, loss: 1.0873 2024-03-11 23:42:45,956 - mmdet - INFO - Epoch [22][200/7330] lr: 1.342e-05, eta: 1 day, 19:52:42, time: 1.545, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1574, s0.acc: 94.5366, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2286, s1.loss_cls: 0.0735, s1.acc: 94.8096, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1125, s2.loss_cls: 0.0363, s2.acc: 94.6831, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0529, loss: 1.0836 2024-03-11 23:43:58,472 - mmdet - INFO - Epoch [22][250/7330] lr: 1.342e-05, eta: 1 day, 19:51:31, time: 1.450, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1582, s0.acc: 94.3718, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2293, s1.loss_cls: 0.0738, s1.acc: 94.6077, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1131, s2.loss_cls: 0.0364, s2.acc: 94.5498, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0535, loss: 1.0974 2024-03-11 23:45:10,384 - mmdet - INFO - Epoch [22][300/7330] lr: 1.342e-05, eta: 1 day, 19:50:19, time: 1.438, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1601, s0.acc: 94.2900, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2280, s1.loss_cls: 0.0750, s1.acc: 94.6026, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1107, s2.loss_cls: 0.0372, s2.acc: 94.4619, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0519, loss: 1.0984 2024-03-11 23:46:23,883 - mmdet - INFO - Epoch [22][350/7330] lr: 1.342e-05, eta: 1 day, 19:49:08, time: 1.470, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1531, s0.acc: 94.5767, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2283, s1.loss_cls: 0.0721, s1.acc: 94.7244, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1116, s2.loss_cls: 0.0360, s2.acc: 94.6447, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0523, loss: 1.0744 2024-03-11 23:47:33,227 - mmdet - INFO - Epoch [22][400/7330] lr: 1.342e-05, eta: 1 day, 19:47:54, time: 1.387, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1521, s0.acc: 94.6680, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2266, s1.loss_cls: 0.0707, s1.acc: 94.9236, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1102, s2.loss_cls: 0.0357, s2.acc: 94.7391, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0519, loss: 1.0646 2024-03-11 23:48:43,026 - mmdet - INFO - Epoch [22][450/7330] lr: 1.342e-05, eta: 1 day, 19:46:40, time: 1.396, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1630, s0.acc: 94.2324, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2271, s1.loss_cls: 0.0771, s1.acc: 94.4173, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1118, s2.loss_cls: 0.0385, s2.acc: 94.2102, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0523, loss: 1.1092 2024-03-11 23:49:57,189 - mmdet - INFO - Epoch [22][500/7330] lr: 1.342e-05, eta: 1 day, 19:45:30, time: 1.483, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1695, s0.acc: 94.0701, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2285, s1.loss_cls: 0.0794, s1.acc: 94.3178, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1112, s2.loss_cls: 0.0395, s2.acc: 94.2624, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0523, loss: 1.1236 2024-03-11 23:51:10,342 - mmdet - INFO - Epoch [22][550/7330] lr: 1.342e-05, eta: 1 day, 19:44:19, time: 1.463, data_time: 0.115, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1549, s0.acc: 94.5947, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2284, s1.loss_cls: 0.0723, s1.acc: 94.7871, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1118, s2.loss_cls: 0.0361, s2.acc: 94.6379, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0524, loss: 1.0805 2024-03-11 23:52:20,248 - mmdet - INFO - Epoch [22][600/7330] lr: 1.342e-05, eta: 1 day, 19:43:06, time: 1.398, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1503, s0.acc: 94.7478, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2214, s1.loss_cls: 0.0707, s1.acc: 94.8763, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1093, s2.loss_cls: 0.0355, s2.acc: 94.8220, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0515, loss: 1.0468 2024-03-11 23:53:31,428 - mmdet - INFO - Epoch [22][650/7330] lr: 1.342e-05, eta: 1 day, 19:41:53, time: 1.424, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1503, s0.acc: 94.6375, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2281, s1.loss_cls: 0.0703, s1.acc: 94.8522, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1119, s2.loss_cls: 0.0349, s2.acc: 94.7944, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0526, loss: 1.0679 2024-03-11 23:54:43,369 - mmdet - INFO - Epoch [22][700/7330] lr: 1.342e-05, eta: 1 day, 19:40:41, time: 1.439, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1617, s0.acc: 94.3726, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2276, s1.loss_cls: 0.0761, s1.acc: 94.5953, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1132, s2.loss_cls: 0.0379, s2.acc: 94.4173, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0537, loss: 1.1078 2024-03-11 23:55:56,856 - mmdet - INFO - Epoch [22][750/7330] lr: 1.342e-05, eta: 1 day, 19:39:30, time: 1.470, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1679, s0.acc: 94.0081, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2339, s1.loss_cls: 0.0793, s1.acc: 94.1478, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1134, s2.loss_cls: 0.0394, s2.acc: 94.0574, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0534, loss: 1.1400 2024-03-11 23:57:11,394 - mmdet - INFO - Epoch [22][800/7330] lr: 1.342e-05, eta: 1 day, 19:38:20, time: 1.490, data_time: 0.216, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1524, s0.acc: 94.5701, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2264, s1.loss_cls: 0.0719, s1.acc: 94.7452, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1110, s2.loss_cls: 0.0357, s2.acc: 94.6710, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0516, loss: 1.0719 2024-03-11 23:58:21,233 - mmdet - INFO - Epoch [22][850/7330] lr: 1.342e-05, eta: 1 day, 19:37:07, time: 1.397, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1551, s0.acc: 94.5840, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2255, s1.loss_cls: 0.0718, s1.acc: 94.8911, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1104, s2.loss_cls: 0.0354, s2.acc: 94.8140, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0521, loss: 1.0767 2024-03-11 23:59:33,174 - mmdet - INFO - Epoch [22][900/7330] lr: 1.342e-05, eta: 1 day, 19:35:55, time: 1.439, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1527, s0.acc: 94.6987, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2266, s1.loss_cls: 0.0716, s1.acc: 94.8759, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1113, s2.loss_cls: 0.0355, s2.acc: 94.7201, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0524, loss: 1.0670 2024-03-12 00:00:45,185 - mmdet - INFO - Epoch [22][950/7330] lr: 1.342e-05, eta: 1 day, 19:34:43, time: 1.440, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1625, s0.acc: 94.3357, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2296, s1.loss_cls: 0.0767, s1.acc: 94.5471, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1126, s2.loss_cls: 0.0382, s2.acc: 94.5051, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0524, loss: 1.1120 2024-03-12 00:01:56,152 - mmdet - INFO - Epoch [22][1000/7330] lr: 1.342e-05, eta: 1 day, 19:33:30, time: 1.419, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1601, s0.acc: 94.5073, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2213, s1.loss_cls: 0.0749, s1.acc: 94.7427, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1091, s2.loss_cls: 0.0370, s2.acc: 94.6904, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0514, loss: 1.0701 2024-03-12 00:03:05,496 - mmdet - INFO - Epoch [22][1050/7330] lr: 1.342e-05, eta: 1 day, 19:32:16, time: 1.387, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1595, s0.acc: 94.3088, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2259, s1.loss_cls: 0.0753, s1.acc: 94.4848, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1104, s2.loss_cls: 0.0378, s2.acc: 94.3689, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0518, loss: 1.1003 2024-03-12 00:04:19,487 - mmdet - INFO - Epoch [22][1100/7330] lr: 1.342e-05, eta: 1 day, 19:31:06, time: 1.480, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1515, s0.acc: 94.6472, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2246, s1.loss_cls: 0.0721, s1.acc: 94.8289, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1100, s2.loss_cls: 0.0362, s2.acc: 94.5757, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0518, loss: 1.0617 2024-03-12 00:05:35,803 - mmdet - INFO - Epoch [22][1150/7330] lr: 1.342e-05, eta: 1 day, 19:29:57, time: 1.526, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1650, s0.acc: 94.1938, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2242, s1.loss_cls: 0.0760, s1.acc: 94.5473, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1104, s2.loss_cls: 0.0379, s2.acc: 94.4790, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0518, loss: 1.1058 2024-03-12 00:06:47,064 - mmdet - INFO - Epoch [22][1200/7330] lr: 1.342e-05, eta: 1 day, 19:28:44, time: 1.425, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1567, s0.acc: 94.4209, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2258, s1.loss_cls: 0.0731, s1.acc: 94.7027, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1123, s2.loss_cls: 0.0369, s2.acc: 94.5742, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0526, loss: 1.1017 2024-03-12 00:08:05,166 - mmdet - INFO - Epoch [22][1250/7330] lr: 1.342e-05, eta: 1 day, 19:27:37, time: 1.562, data_time: 0.212, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1621, s0.acc: 94.2766, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2225, s1.loss_cls: 0.0751, s1.acc: 94.6020, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1097, s2.loss_cls: 0.0375, s2.acc: 94.5038, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0516, loss: 1.1013 2024-03-12 00:09:15,000 - mmdet - INFO - Epoch [22][1300/7330] lr: 1.342e-05, eta: 1 day, 19:26:23, time: 1.397, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1698, s0.acc: 94.0620, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2359, s1.loss_cls: 0.0794, s1.acc: 94.2065, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1138, s2.loss_cls: 0.0394, s2.acc: 94.1997, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0533, loss: 1.1448 2024-03-12 00:10:29,018 - mmdet - INFO - Epoch [22][1350/7330] lr: 1.342e-05, eta: 1 day, 19:25:13, time: 1.480, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1534, s0.acc: 94.6824, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2236, s1.loss_cls: 0.0715, s1.acc: 94.9522, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1096, s2.loss_cls: 0.0355, s2.acc: 94.8830, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0515, loss: 1.0603 2024-03-12 00:11:40,996 - mmdet - INFO - Epoch [22][1400/7330] lr: 1.342e-05, eta: 1 day, 19:24:01, time: 1.440, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1570, s0.acc: 94.4204, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2230, s1.loss_cls: 0.0745, s1.acc: 94.5736, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1102, s2.loss_cls: 0.0377, s2.acc: 94.3543, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0517, loss: 1.0751 2024-03-12 00:12:54,959 - mmdet - INFO - Epoch [22][1450/7330] lr: 1.342e-05, eta: 1 day, 19:22:50, time: 1.479, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1599, s0.acc: 94.3013, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2256, s1.loss_cls: 0.0767, s1.acc: 94.3427, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1103, s2.loss_cls: 0.0386, s2.acc: 94.1589, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0515, loss: 1.0990 2024-03-12 00:14:09,909 - mmdet - INFO - Epoch [22][1500/7330] lr: 1.342e-05, eta: 1 day, 19:21:40, time: 1.499, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1547, s0.acc: 94.5601, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2292, s1.loss_cls: 0.0737, s1.acc: 94.6486, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1126, s2.loss_cls: 0.0366, s2.acc: 94.5138, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0531, loss: 1.0853 2024-03-12 00:15:22,515 - mmdet - INFO - Epoch [22][1550/7330] lr: 1.342e-05, eta: 1 day, 19:20:29, time: 1.452, data_time: 0.217, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1705, s0.acc: 94.0200, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2315, s1.loss_cls: 0.0800, s1.acc: 94.1871, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1126, s2.loss_cls: 0.0395, s2.acc: 94.1222, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0525, loss: 1.1414 2024-03-12 00:16:30,566 - mmdet - INFO - Epoch [22][1600/7330] lr: 1.342e-05, eta: 1 day, 19:19:14, time: 1.361, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1645, s0.acc: 94.2627, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2314, s1.loss_cls: 0.0775, s1.acc: 94.5237, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1127, s2.loss_cls: 0.0380, s2.acc: 94.3882, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0531, loss: 1.1197 2024-03-12 00:17:43,469 - mmdet - INFO - Epoch [22][1650/7330] lr: 1.342e-05, eta: 1 day, 19:18:03, time: 1.458, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1624, s0.acc: 94.2971, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2297, s1.loss_cls: 0.0765, s1.acc: 94.5522, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1125, s2.loss_cls: 0.0388, s2.acc: 94.2482, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0530, loss: 1.1204 2024-03-12 00:18:56,758 - mmdet - INFO - Epoch [22][1700/7330] lr: 1.342e-05, eta: 1 day, 19:16:52, time: 1.466, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1529, s0.acc: 94.7515, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2233, s1.loss_cls: 0.0713, s1.acc: 94.9721, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1088, s2.loss_cls: 0.0356, s2.acc: 94.8028, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0513, loss: 1.0617 2024-03-12 00:20:14,932 - mmdet - INFO - Epoch [22][1750/7330] lr: 1.342e-05, eta: 1 day, 19:15:44, time: 1.563, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1588, s0.acc: 94.3140, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2346, s1.loss_cls: 0.0753, s1.acc: 94.4591, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1149, s2.loss_cls: 0.0372, s2.acc: 94.3396, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0539, loss: 1.1241 2024-03-12 00:21:27,472 - mmdet - INFO - Epoch [22][1800/7330] lr: 1.342e-05, eta: 1 day, 19:14:32, time: 1.451, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1544, s0.acc: 94.5081, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2301, s1.loss_cls: 0.0725, s1.acc: 94.8096, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1129, s2.loss_cls: 0.0361, s2.acc: 94.6768, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0530, loss: 1.0893 2024-03-12 00:22:37,391 - mmdet - INFO - Epoch [22][1850/7330] lr: 1.342e-05, eta: 1 day, 19:13:19, time: 1.398, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1596, s0.acc: 94.3870, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2262, s1.loss_cls: 0.0752, s1.acc: 94.6013, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1109, s2.loss_cls: 0.0373, s2.acc: 94.4809, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0524, loss: 1.0943 2024-03-12 00:23:47,466 - mmdet - INFO - Epoch [22][1900/7330] lr: 1.342e-05, eta: 1 day, 19:12:06, time: 1.401, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1509, s0.acc: 94.6069, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2226, s1.loss_cls: 0.0708, s1.acc: 94.9069, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1090, s2.loss_cls: 0.0349, s2.acc: 94.7598, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0513, loss: 1.0607 2024-03-12 00:24:59,061 - mmdet - INFO - Epoch [22][1950/7330] lr: 1.342e-05, eta: 1 day, 19:10:53, time: 1.432, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1605, s0.acc: 94.4185, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2282, s1.loss_cls: 0.0747, s1.acc: 94.6947, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1108, s2.loss_cls: 0.0371, s2.acc: 94.6037, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0520, loss: 1.0963 2024-03-12 00:26:06,763 - mmdet - INFO - Epoch [22][2000/7330] lr: 1.342e-05, eta: 1 day, 19:09:38, time: 1.354, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1614, s0.acc: 94.3918, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2284, s1.loss_cls: 0.0764, s1.acc: 94.6124, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1114, s2.loss_cls: 0.0382, s2.acc: 94.4262, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0524, loss: 1.1033 2024-03-12 00:27:20,182 - mmdet - INFO - Epoch [22][2050/7330] lr: 1.342e-05, eta: 1 day, 19:08:28, time: 1.468, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1678, s0.acc: 94.2263, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2236, s1.loss_cls: 0.0779, s1.acc: 94.4784, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1097, s2.loss_cls: 0.0381, s2.acc: 94.3726, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0517, loss: 1.1049 2024-03-12 00:28:30,763 - mmdet - INFO - Epoch [22][2100/7330] lr: 1.342e-05, eta: 1 day, 19:07:15, time: 1.412, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1496, s0.acc: 94.8523, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2213, s1.loss_cls: 0.0709, s1.acc: 94.9760, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1085, s2.loss_cls: 0.0351, s2.acc: 94.8783, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0507, loss: 1.0350 2024-03-12 00:29:42,033 - mmdet - INFO - Epoch [22][2150/7330] lr: 1.342e-05, eta: 1 day, 19:06:02, time: 1.425, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1598, s0.acc: 94.4150, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2240, s1.loss_cls: 0.0749, s1.acc: 94.6223, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1086, s2.loss_cls: 0.0370, s2.acc: 94.5553, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0509, loss: 1.0814 2024-03-12 00:30:56,349 - mmdet - INFO - Epoch [22][2200/7330] lr: 1.342e-05, eta: 1 day, 19:04:52, time: 1.486, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1605, s0.acc: 94.2844, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2270, s1.loss_cls: 0.0748, s1.acc: 94.6099, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1110, s2.loss_cls: 0.0372, s2.acc: 94.4471, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0519, loss: 1.1037 2024-03-12 00:32:10,090 - mmdet - INFO - Epoch [22][2250/7330] lr: 1.342e-05, eta: 1 day, 19:03:41, time: 1.475, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1583, s0.acc: 94.3774, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2284, s1.loss_cls: 0.0737, s1.acc: 94.5977, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1127, s2.loss_cls: 0.0371, s2.acc: 94.4132, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0533, loss: 1.1012 2024-03-12 00:33:22,188 - mmdet - INFO - Epoch [22][2300/7330] lr: 1.342e-05, eta: 1 day, 19:02:29, time: 1.442, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1634, s0.acc: 94.2410, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2293, s1.loss_cls: 0.0768, s1.acc: 94.4263, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1115, s2.loss_cls: 0.0377, s2.acc: 94.3606, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0523, loss: 1.1070 2024-03-12 00:34:37,006 - mmdet - INFO - Epoch [22][2350/7330] lr: 1.342e-05, eta: 1 day, 19:01:19, time: 1.496, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1556, s0.acc: 94.5034, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2261, s1.loss_cls: 0.0729, s1.acc: 94.7880, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1112, s2.loss_cls: 0.0363, s2.acc: 94.6030, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0525, loss: 1.0830 2024-03-12 00:35:50,061 - mmdet - INFO - Epoch [22][2400/7330] lr: 1.342e-05, eta: 1 day, 19:00:08, time: 1.461, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1545, s0.acc: 94.6257, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2301, s1.loss_cls: 0.0728, s1.acc: 94.8439, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1123, s2.loss_cls: 0.0365, s2.acc: 94.6070, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0527, loss: 1.0852 2024-03-12 00:37:00,795 - mmdet - INFO - Epoch [22][2450/7330] lr: 1.342e-05, eta: 1 day, 18:58:55, time: 1.415, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1572, s0.acc: 94.4397, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2290, s1.loss_cls: 0.0738, s1.acc: 94.6044, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1133, s2.loss_cls: 0.0371, s2.acc: 94.3788, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0534, loss: 1.0879 2024-03-12 00:38:08,361 - mmdet - INFO - Epoch [22][2500/7330] lr: 1.342e-05, eta: 1 day, 18:57:40, time: 1.351, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1605, s0.acc: 94.3589, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2241, s1.loss_cls: 0.0755, s1.acc: 94.5380, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1102, s2.loss_cls: 0.0378, s2.acc: 94.4123, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0520, loss: 1.0906 2024-03-12 00:39:18,903 - mmdet - INFO - Epoch [22][2550/7330] lr: 1.342e-05, eta: 1 day, 18:56:27, time: 1.411, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1582, s0.acc: 94.4897, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2218, s1.loss_cls: 0.0738, s1.acc: 94.7507, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1093, s2.loss_cls: 0.0369, s2.acc: 94.6320, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0514, loss: 1.0742 2024-03-12 00:40:34,333 - mmdet - INFO - Epoch [22][2600/7330] lr: 1.342e-05, eta: 1 day, 18:55:18, time: 1.509, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1548, s0.acc: 94.4790, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2273, s1.loss_cls: 0.0727, s1.acc: 94.7008, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1122, s2.loss_cls: 0.0368, s2.acc: 94.4924, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0526, loss: 1.0837 2024-03-12 00:41:43,835 - mmdet - INFO - Epoch [22][2650/7330] lr: 1.342e-05, eta: 1 day, 18:54:04, time: 1.390, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1589, s0.acc: 94.4353, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2217, s1.loss_cls: 0.0734, s1.acc: 94.7486, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1080, s2.loss_cls: 0.0368, s2.acc: 94.5789, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0506, loss: 1.0731 2024-03-12 00:42:56,528 - mmdet - INFO - Epoch [22][2700/7330] lr: 1.342e-05, eta: 1 day, 18:52:52, time: 1.454, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1691, s0.acc: 94.0725, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2308, s1.loss_cls: 0.0802, s1.acc: 94.2574, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1126, s2.loss_cls: 0.0399, s2.acc: 94.1572, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0529, loss: 1.1397 2024-03-12 00:44:10,599 - mmdet - INFO - Epoch [22][2750/7330] lr: 1.342e-05, eta: 1 day, 18:51:42, time: 1.481, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1565, s0.acc: 94.5352, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2246, s1.loss_cls: 0.0733, s1.acc: 94.7657, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1097, s2.loss_cls: 0.0362, s2.acc: 94.6450, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0519, loss: 1.0764 2024-03-12 00:45:25,135 - mmdet - INFO - Epoch [22][2800/7330] lr: 1.342e-05, eta: 1 day, 18:50:32, time: 1.491, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1566, s0.acc: 94.5908, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2231, s1.loss_cls: 0.0736, s1.acc: 94.8040, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1080, s2.loss_cls: 0.0367, s2.acc: 94.7484, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0504, loss: 1.0604 2024-03-12 00:46:42,452 - mmdet - INFO - Epoch [22][2850/7330] lr: 1.342e-05, eta: 1 day, 18:49:23, time: 1.546, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1670, s0.acc: 94.0984, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2332, s1.loss_cls: 0.0791, s1.acc: 94.3059, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1143, s2.loss_cls: 0.0391, s2.acc: 94.1755, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0537, loss: 1.1361 2024-03-12 00:47:59,241 - mmdet - INFO - Epoch [22][2900/7330] lr: 1.342e-05, eta: 1 day, 18:48:15, time: 1.536, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1589, s0.acc: 94.4351, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2323, s1.loss_cls: 0.0739, s1.acc: 94.7184, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1135, s2.loss_cls: 0.0370, s2.acc: 94.5655, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0536, loss: 1.0952 2024-03-12 00:49:13,384 - mmdet - INFO - Epoch [22][2950/7330] lr: 1.342e-05, eta: 1 day, 18:47:04, time: 1.483, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1645, s0.acc: 94.2681, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2271, s1.loss_cls: 0.0751, s1.acc: 94.6138, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1114, s2.loss_cls: 0.0371, s2.acc: 94.5681, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0525, loss: 1.1071 2024-03-12 00:50:24,569 - mmdet - INFO - Epoch [22][3000/7330] lr: 1.342e-05, eta: 1 day, 18:45:52, time: 1.424, data_time: 0.209, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1575, s0.acc: 94.4248, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2326, s1.loss_cls: 0.0730, s1.acc: 94.6842, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1129, s2.loss_cls: 0.0365, s2.acc: 94.6214, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0530, loss: 1.0949 2024-03-12 00:51:36,700 - mmdet - INFO - Epoch [22][3050/7330] lr: 1.342e-05, eta: 1 day, 18:44:40, time: 1.443, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1566, s0.acc: 94.3853, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2277, s1.loss_cls: 0.0741, s1.acc: 94.4997, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1123, s2.loss_cls: 0.0375, s2.acc: 94.2912, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0528, loss: 1.0944 2024-03-12 00:52:51,217 - mmdet - INFO - Epoch [22][3100/7330] lr: 1.342e-05, eta: 1 day, 18:43:30, time: 1.490, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1567, s0.acc: 94.5454, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2220, s1.loss_cls: 0.0737, s1.acc: 94.7814, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1092, s2.loss_cls: 0.0370, s2.acc: 94.6740, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0515, loss: 1.0790 2024-03-12 00:54:00,672 - mmdet - INFO - Epoch [22][3150/7330] lr: 1.342e-05, eta: 1 day, 18:42:16, time: 1.389, data_time: 0.114, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1516, s0.acc: 94.6755, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2167, s1.loss_cls: 0.0710, s1.acc: 94.8728, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1078, s2.loss_cls: 0.0348, s2.acc: 94.8896, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0509, loss: 1.0501 2024-03-12 00:55:13,099 - mmdet - INFO - Epoch [22][3200/7330] lr: 1.342e-05, eta: 1 day, 18:41:04, time: 1.449, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1656, s0.acc: 94.2493, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2286, s1.loss_cls: 0.0771, s1.acc: 94.4907, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1108, s2.loss_cls: 0.0380, s2.acc: 94.4209, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0520, loss: 1.1142 2024-03-12 00:56:25,882 - mmdet - INFO - Epoch [22][3250/7330] lr: 1.342e-05, eta: 1 day, 18:39:53, time: 1.456, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1548, s0.acc: 94.5564, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2311, s1.loss_cls: 0.0737, s1.acc: 94.6552, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1135, s2.loss_cls: 0.0366, s2.acc: 94.5010, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0529, loss: 1.0945 2024-03-12 00:57:41,002 - mmdet - INFO - Epoch [22][3300/7330] lr: 1.342e-05, eta: 1 day, 18:38:43, time: 1.502, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1593, s0.acc: 94.4795, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2334, s1.loss_cls: 0.0740, s1.acc: 94.7772, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1139, s2.loss_cls: 0.0364, s2.acc: 94.6902, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0533, loss: 1.0948 2024-03-12 00:58:53,111 - mmdet - INFO - Epoch [22][3350/7330] lr: 1.342e-05, eta: 1 day, 18:37:31, time: 1.442, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1536, s0.acc: 94.6255, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2279, s1.loss_cls: 0.0730, s1.acc: 94.7532, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1103, s2.loss_cls: 0.0361, s2.acc: 94.6113, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0514, loss: 1.0702 2024-03-12 01:00:03,682 - mmdet - INFO - Epoch [22][3400/7330] lr: 1.342e-05, eta: 1 day, 18:36:18, time: 1.411, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1635, s0.acc: 94.3567, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2334, s1.loss_cls: 0.0773, s1.acc: 94.4709, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1138, s2.loss_cls: 0.0382, s2.acc: 94.2907, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0535, loss: 1.1143 2024-03-12 01:01:17,753 - mmdet - INFO - Epoch [22][3450/7330] lr: 1.342e-05, eta: 1 day, 18:35:08, time: 1.481, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1554, s0.acc: 94.6304, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2275, s1.loss_cls: 0.0721, s1.acc: 94.8836, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1118, s2.loss_cls: 0.0358, s2.acc: 94.7765, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0528, loss: 1.0757 2024-03-12 01:02:28,072 - mmdet - INFO - Epoch [22][3500/7330] lr: 1.342e-05, eta: 1 day, 18:33:54, time: 1.406, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1538, s0.acc: 94.5222, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2249, s1.loss_cls: 0.0726, s1.acc: 94.6721, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1106, s2.loss_cls: 0.0364, s2.acc: 94.5917, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0518, loss: 1.0685 2024-03-12 01:03:40,245 - mmdet - INFO - Epoch [22][3550/7330] lr: 1.342e-05, eta: 1 day, 18:32:43, time: 1.443, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1595, s0.acc: 94.5242, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2294, s1.loss_cls: 0.0741, s1.acc: 94.7129, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1122, s2.loss_cls: 0.0369, s2.acc: 94.5742, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0525, loss: 1.0885 2024-03-12 01:04:55,363 - mmdet - INFO - Epoch [22][3600/7330] lr: 1.342e-05, eta: 1 day, 18:31:33, time: 1.502, data_time: 0.202, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1646, s0.acc: 94.1775, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2303, s1.loss_cls: 0.0770, s1.acc: 94.4486, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1130, s2.loss_cls: 0.0384, s2.acc: 94.3597, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0532, loss: 1.1245 2024-03-12 01:06:06,183 - mmdet - INFO - Epoch [22][3650/7330] lr: 1.342e-05, eta: 1 day, 18:30:20, time: 1.416, data_time: 0.201, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1650, s0.acc: 94.1841, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2293, s1.loss_cls: 0.0774, s1.acc: 94.4245, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1121, s2.loss_cls: 0.0390, s2.acc: 94.1569, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0524, loss: 1.1280 2024-03-12 01:07:24,929 - mmdet - INFO - Epoch [22][3700/7330] lr: 1.342e-05, eta: 1 day, 18:29:13, time: 1.575, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1589, s0.acc: 94.3967, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2342, s1.loss_cls: 0.0747, s1.acc: 94.5259, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1140, s2.loss_cls: 0.0373, s2.acc: 94.4974, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0530, loss: 1.1105 2024-03-12 01:08:37,571 - mmdet - INFO - Epoch [22][3750/7330] lr: 1.342e-05, eta: 1 day, 18:28:01, time: 1.453, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1647, s0.acc: 94.2153, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2302, s1.loss_cls: 0.0771, s1.acc: 94.5137, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1128, s2.loss_cls: 0.0381, s2.acc: 94.5177, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0525, loss: 1.1155 2024-03-12 01:09:47,323 - mmdet - INFO - Epoch [22][3800/7330] lr: 1.342e-05, eta: 1 day, 18:26:48, time: 1.395, data_time: 0.116, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1494, s0.acc: 94.6067, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2277, s1.loss_cls: 0.0711, s1.acc: 94.7220, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1110, s2.loss_cls: 0.0357, s2.acc: 94.5288, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0519, loss: 1.0584 2024-03-12 01:11:01,136 - mmdet - INFO - Epoch [22][3850/7330] lr: 1.342e-05, eta: 1 day, 18:25:37, time: 1.477, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1574, s0.acc: 94.4209, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2272, s1.loss_cls: 0.0747, s1.acc: 94.6156, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1125, s2.loss_cls: 0.0373, s2.acc: 94.4597, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0528, loss: 1.0931 2024-03-12 01:12:14,730 - mmdet - INFO - Epoch [22][3900/7330] lr: 1.342e-05, eta: 1 day, 18:24:26, time: 1.472, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1594, s0.acc: 94.3169, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2364, s1.loss_cls: 0.0760, s1.acc: 94.3981, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1154, s2.loss_cls: 0.0377, s2.acc: 94.3375, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0540, loss: 1.1178 2024-03-12 01:13:24,828 - mmdet - INFO - Epoch [22][3950/7330] lr: 1.342e-05, eta: 1 day, 18:23:13, time: 1.402, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1512, s0.acc: 94.7275, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2248, s1.loss_cls: 0.0707, s1.acc: 94.9354, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1108, s2.loss_cls: 0.0360, s2.acc: 94.6679, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0520, loss: 1.0644 2024-03-12 01:14:35,210 - mmdet - INFO - Epoch [22][4000/7330] lr: 1.342e-05, eta: 1 day, 18:22:00, time: 1.408, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1598, s0.acc: 94.4895, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2347, s1.loss_cls: 0.0746, s1.acc: 94.7293, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1142, s2.loss_cls: 0.0370, s2.acc: 94.5940, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0531, loss: 1.0978 2024-03-12 01:15:48,651 - mmdet - INFO - Epoch [22][4050/7330] lr: 1.342e-05, eta: 1 day, 18:20:49, time: 1.469, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1554, s0.acc: 94.6321, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2215, s1.loss_cls: 0.0718, s1.acc: 94.9183, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1093, s2.loss_cls: 0.0357, s2.acc: 94.7433, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0515, loss: 1.0757 2024-03-12 01:16:52,818 - mmdet - INFO - Epoch [22][4100/7330] lr: 1.342e-05, eta: 1 day, 18:19:31, time: 1.283, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1644, s0.acc: 94.3071, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2301, s1.loss_cls: 0.0779, s1.acc: 94.4183, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1135, s2.loss_cls: 0.0385, s2.acc: 94.3067, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0530, loss: 1.1163 2024-03-12 01:18:04,056 - mmdet - INFO - Epoch [22][4150/7330] lr: 1.342e-05, eta: 1 day, 18:18:19, time: 1.425, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1528, s0.acc: 94.5352, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2304, s1.loss_cls: 0.0705, s1.acc: 94.8381, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1137, s2.loss_cls: 0.0360, s2.acc: 94.5279, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0536, loss: 1.0932 2024-03-12 01:19:16,107 - mmdet - INFO - Epoch [22][4200/7330] lr: 1.342e-05, eta: 1 day, 18:17:07, time: 1.441, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1606, s0.acc: 94.2622, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2349, s1.loss_cls: 0.0752, s1.acc: 94.4924, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1158, s2.loss_cls: 0.0371, s2.acc: 94.3804, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0545, loss: 1.1287 2024-03-12 01:20:27,072 - mmdet - INFO - Epoch [22][4250/7330] lr: 1.342e-05, eta: 1 day, 18:15:54, time: 1.419, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1494, s0.acc: 94.6626, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2242, s1.loss_cls: 0.0692, s1.acc: 94.9851, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1111, s2.loss_cls: 0.0347, s2.acc: 94.8207, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0524, loss: 1.0577 2024-03-12 01:21:40,201 - mmdet - INFO - Epoch [22][4300/7330] lr: 1.342e-05, eta: 1 day, 18:14:43, time: 1.463, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1567, s0.acc: 94.5564, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2224, s1.loss_cls: 0.0724, s1.acc: 94.8252, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1101, s2.loss_cls: 0.0358, s2.acc: 94.7025, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0518, loss: 1.0729 2024-03-12 01:22:54,264 - mmdet - INFO - Epoch [22][4350/7330] lr: 1.342e-05, eta: 1 day, 18:13:33, time: 1.481, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1629, s0.acc: 94.2371, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2300, s1.loss_cls: 0.0758, s1.acc: 94.5071, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1128, s2.loss_cls: 0.0377, s2.acc: 94.4345, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0532, loss: 1.1145 2024-03-12 01:24:05,531 - mmdet - INFO - Epoch [22][4400/7330] lr: 1.342e-05, eta: 1 day, 18:12:20, time: 1.425, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1692, s0.acc: 94.1753, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2314, s1.loss_cls: 0.0790, s1.acc: 94.4204, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1132, s2.loss_cls: 0.0389, s2.acc: 94.3439, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0531, loss: 1.1216 2024-03-12 01:25:21,432 - mmdet - INFO - Epoch [22][4450/7330] lr: 1.342e-05, eta: 1 day, 18:11:11, time: 1.518, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1668, s0.acc: 94.2273, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2300, s1.loss_cls: 0.0779, s1.acc: 94.4587, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1127, s2.loss_cls: 0.0385, s2.acc: 94.4023, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0529, loss: 1.1155 2024-03-12 01:26:34,295 - mmdet - INFO - Epoch [22][4500/7330] lr: 1.342e-05, eta: 1 day, 18:09:59, time: 1.457, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1594, s0.acc: 94.3284, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2277, s1.loss_cls: 0.0750, s1.acc: 94.6092, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1117, s2.loss_cls: 0.0372, s2.acc: 94.4936, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0523, loss: 1.0959 2024-03-12 01:27:42,505 - mmdet - INFO - Epoch [22][4550/7330] lr: 1.342e-05, eta: 1 day, 18:08:45, time: 1.364, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1524, s0.acc: 94.6890, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2257, s1.loss_cls: 0.0716, s1.acc: 94.8708, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1099, s2.loss_cls: 0.0353, s2.acc: 94.8141, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0517, loss: 1.0620 2024-03-12 01:28:52,838 - mmdet - INFO - Epoch [22][4600/7330] lr: 1.342e-05, eta: 1 day, 18:07:32, time: 1.407, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1619, s0.acc: 94.3069, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2324, s1.loss_cls: 0.0771, s1.acc: 94.4552, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1137, s2.loss_cls: 0.0385, s2.acc: 94.2146, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0533, loss: 1.1124 2024-03-12 01:30:08,102 - mmdet - INFO - Epoch [22][4650/7330] lr: 1.342e-05, eta: 1 day, 18:06:22, time: 1.505, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1633, s0.acc: 94.1858, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2285, s1.loss_cls: 0.0768, s1.acc: 94.3611, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1115, s2.loss_cls: 0.0378, s2.acc: 94.2962, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0523, loss: 1.1198 2024-03-12 01:31:19,160 - mmdet - INFO - Epoch [22][4700/7330] lr: 1.342e-05, eta: 1 day, 18:05:10, time: 1.421, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1603, s0.acc: 94.3267, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2350, s1.loss_cls: 0.0754, s1.acc: 94.5316, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1152, s2.loss_cls: 0.0374, s2.acc: 94.4120, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0540, loss: 1.1190 2024-03-12 01:32:35,166 - mmdet - INFO - Epoch [22][4750/7330] lr: 1.342e-05, eta: 1 day, 18:04:00, time: 1.520, data_time: 0.242, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1583, s0.acc: 94.4294, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2267, s1.loss_cls: 0.0743, s1.acc: 94.6800, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1112, s2.loss_cls: 0.0368, s2.acc: 94.5408, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0521, loss: 1.0796 2024-03-12 01:33:47,000 - mmdet - INFO - Epoch [22][4800/7330] lr: 1.342e-05, eta: 1 day, 18:02:48, time: 1.437, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1453, s0.acc: 94.8313, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2220, s1.loss_cls: 0.0690, s1.acc: 94.9491, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1097, s2.loss_cls: 0.0344, s2.acc: 94.8853, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0520, loss: 1.0368 2024-03-12 01:34:59,679 - mmdet - INFO - Epoch [22][4850/7330] lr: 1.342e-05, eta: 1 day, 18:01:37, time: 1.454, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1570, s0.acc: 94.4314, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2269, s1.loss_cls: 0.0738, s1.acc: 94.6649, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1112, s2.loss_cls: 0.0368, s2.acc: 94.4546, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0523, loss: 1.0902 2024-03-12 01:36:11,974 - mmdet - INFO - Epoch [22][4900/7330] lr: 1.342e-05, eta: 1 day, 18:00:25, time: 1.446, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1543, s0.acc: 94.4910, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2192, s1.loss_cls: 0.0715, s1.acc: 94.7454, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1085, s2.loss_cls: 0.0355, s2.acc: 94.6520, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0507, loss: 1.0667 2024-03-12 01:37:26,597 - mmdet - INFO - Epoch [22][4950/7330] lr: 1.342e-05, eta: 1 day, 17:59:15, time: 1.492, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1601, s0.acc: 94.3926, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2225, s1.loss_cls: 0.0745, s1.acc: 94.7591, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1093, s2.loss_cls: 0.0371, s2.acc: 94.5679, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0517, loss: 1.0901 2024-03-12 01:38:39,000 - mmdet - INFO - Epoch [22][5000/7330] lr: 1.342e-05, eta: 1 day, 17:58:03, time: 1.448, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1508, s0.acc: 94.6311, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2331, s1.loss_cls: 0.0703, s1.acc: 94.9313, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1140, s2.loss_cls: 0.0343, s2.acc: 94.8841, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0535, loss: 1.0729 2024-03-12 01:39:51,448 - mmdet - INFO - Epoch [22][5050/7330] lr: 1.342e-05, eta: 1 day, 17:56:51, time: 1.449, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1615, s0.acc: 94.3284, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2293, s1.loss_cls: 0.0762, s1.acc: 94.4857, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1124, s2.loss_cls: 0.0381, s2.acc: 94.3605, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0532, loss: 1.1029 2024-03-12 01:41:05,385 - mmdet - INFO - Epoch [22][5100/7330] lr: 1.342e-05, eta: 1 day, 17:55:41, time: 1.479, data_time: 0.114, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1672, s0.acc: 94.1995, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2294, s1.loss_cls: 0.0792, s1.acc: 94.4119, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1133, s2.loss_cls: 0.0389, s2.acc: 94.3312, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0533, loss: 1.1260 2024-03-12 01:42:18,842 - mmdet - INFO - Epoch [22][5150/7330] lr: 1.342e-05, eta: 1 day, 17:54:30, time: 1.469, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1659, s0.acc: 94.1091, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2279, s1.loss_cls: 0.0784, s1.acc: 94.3615, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1118, s2.loss_cls: 0.0389, s2.acc: 94.1725, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0524, loss: 1.1272 2024-03-12 01:43:29,856 - mmdet - INFO - Epoch [22][5200/7330] lr: 1.342e-05, eta: 1 day, 17:53:17, time: 1.420, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1616, s0.acc: 94.1902, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2315, s1.loss_cls: 0.0759, s1.acc: 94.3596, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1125, s2.loss_cls: 0.0374, s2.acc: 94.2176, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0526, loss: 1.1265 2024-03-12 01:44:36,079 - mmdet - INFO - Epoch [22][5250/7330] lr: 1.342e-05, eta: 1 day, 17:52:01, time: 1.324, data_time: 0.097, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1558, s0.acc: 94.6218, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2266, s1.loss_cls: 0.0731, s1.acc: 94.8372, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1103, s2.loss_cls: 0.0365, s2.acc: 94.7628, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0517, loss: 1.0727 2024-03-12 01:45:50,781 - mmdet - INFO - Epoch [22][5300/7330] lr: 1.342e-05, eta: 1 day, 17:50:51, time: 1.494, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1649, s0.acc: 94.2197, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2287, s1.loss_cls: 0.0785, s1.acc: 94.3807, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1127, s2.loss_cls: 0.0393, s2.acc: 94.2553, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0526, loss: 1.1219 2024-03-12 01:47:04,239 - mmdet - INFO - Epoch [22][5350/7330] lr: 1.342e-05, eta: 1 day, 17:49:40, time: 1.469, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1611, s0.acc: 94.3662, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2274, s1.loss_cls: 0.0742, s1.acc: 94.7141, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1105, s2.loss_cls: 0.0370, s2.acc: 94.5338, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0517, loss: 1.1011 2024-03-12 01:48:15,322 - mmdet - INFO - Epoch [22][5400/7330] lr: 1.342e-05, eta: 1 day, 17:48:27, time: 1.422, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1496, s0.acc: 94.7102, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2213, s1.loss_cls: 0.0715, s1.acc: 94.8433, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1095, s2.loss_cls: 0.0360, s2.acc: 94.7213, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0517, loss: 1.0518 2024-03-12 01:49:30,276 - mmdet - INFO - Epoch [22][5450/7330] lr: 1.342e-05, eta: 1 day, 17:47:17, time: 1.499, data_time: 0.201, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1629, s0.acc: 94.3677, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2365, s1.loss_cls: 0.0755, s1.acc: 94.6295, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1155, s2.loss_cls: 0.0378, s2.acc: 94.4438, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0540, loss: 1.1187 2024-03-12 01:50:44,539 - mmdet - INFO - Epoch [22][5500/7330] lr: 1.342e-05, eta: 1 day, 17:46:07, time: 1.485, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1618, s0.acc: 94.2588, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2286, s1.loss_cls: 0.0761, s1.acc: 94.5458, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1131, s2.loss_cls: 0.0376, s2.acc: 94.4380, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0531, loss: 1.1169 2024-03-12 01:51:58,705 - mmdet - INFO - Epoch [22][5550/7330] lr: 1.342e-05, eta: 1 day, 17:44:56, time: 1.483, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1569, s0.acc: 94.5276, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2352, s1.loss_cls: 0.0731, s1.acc: 94.7800, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1137, s2.loss_cls: 0.0361, s2.acc: 94.6259, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0536, loss: 1.0922 2024-03-12 01:53:07,150 - mmdet - INFO - Epoch [22][5600/7330] lr: 1.342e-05, eta: 1 day, 17:43:42, time: 1.369, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1608, s0.acc: 94.4270, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2246, s1.loss_cls: 0.0750, s1.acc: 94.6779, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1106, s2.loss_cls: 0.0374, s2.acc: 94.4499, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0519, loss: 1.1030 2024-03-12 01:54:23,645 - mmdet - INFO - Epoch [22][5650/7330] lr: 1.342e-05, eta: 1 day, 17:42:33, time: 1.530, data_time: 0.203, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1678, s0.acc: 94.1838, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2260, s1.loss_cls: 0.0783, s1.acc: 94.4313, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1095, s2.loss_cls: 0.0390, s2.acc: 94.2236, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0516, loss: 1.1129 2024-03-12 01:55:37,736 - mmdet - INFO - Epoch [22][5700/7330] lr: 1.342e-05, eta: 1 day, 17:41:22, time: 1.482, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1653, s0.acc: 94.1541, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2304, s1.loss_cls: 0.0784, s1.acc: 94.2491, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1125, s2.loss_cls: 0.0389, s2.acc: 94.2021, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0533, loss: 1.1192 2024-03-12 01:56:47,621 - mmdet - INFO - Epoch [22][5750/7330] lr: 1.342e-05, eta: 1 day, 17:40:09, time: 1.398, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1556, s0.acc: 94.5393, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2178, s1.loss_cls: 0.0740, s1.acc: 94.7467, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1075, s2.loss_cls: 0.0365, s2.acc: 94.6250, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0509, loss: 1.0575 2024-03-12 01:58:04,193 - mmdet - INFO - Epoch [22][5800/7330] lr: 1.342e-05, eta: 1 day, 17:39:00, time: 1.531, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1562, s0.acc: 94.5000, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2268, s1.loss_cls: 0.0739, s1.acc: 94.6155, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1114, s2.loss_cls: 0.0370, s2.acc: 94.5748, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0521, loss: 1.0844 2024-03-12 01:59:19,559 - mmdet - INFO - Epoch [22][5850/7330] lr: 1.342e-05, eta: 1 day, 17:37:50, time: 1.507, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1646, s0.acc: 94.1301, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2292, s1.loss_cls: 0.0777, s1.acc: 94.3584, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1140, s2.loss_cls: 0.0388, s2.acc: 94.2379, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0537, loss: 1.1266 2024-03-12 02:00:31,387 - mmdet - INFO - Epoch [22][5900/7330] lr: 1.342e-05, eta: 1 day, 17:36:38, time: 1.437, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1631, s0.acc: 94.3396, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2366, s1.loss_cls: 0.0762, s1.acc: 94.5156, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1152, s2.loss_cls: 0.0374, s2.acc: 94.4303, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0538, loss: 1.1203 2024-03-12 02:01:45,541 - mmdet - INFO - Epoch [22][5950/7330] lr: 1.342e-05, eta: 1 day, 17:35:28, time: 1.483, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1616, s0.acc: 94.3347, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2321, s1.loss_cls: 0.0766, s1.acc: 94.4898, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1120, s2.loss_cls: 0.0375, s2.acc: 94.3988, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0524, loss: 1.1018 2024-03-12 02:02:57,497 - mmdet - INFO - Epoch [22][6000/7330] lr: 1.342e-05, eta: 1 day, 17:34:16, time: 1.439, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1546, s0.acc: 94.5581, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2221, s1.loss_cls: 0.0721, s1.acc: 94.8102, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1094, s2.loss_cls: 0.0362, s2.acc: 94.6829, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0516, loss: 1.0721 2024-03-12 02:04:09,647 - mmdet - INFO - Epoch [22][6050/7330] lr: 1.342e-05, eta: 1 day, 17:33:04, time: 1.443, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1612, s0.acc: 94.3892, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2232, s1.loss_cls: 0.0749, s1.acc: 94.6349, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1104, s2.loss_cls: 0.0374, s2.acc: 94.4315, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0520, loss: 1.0943 2024-03-12 02:05:20,397 - mmdet - INFO - Epoch [22][6100/7330] lr: 1.342e-05, eta: 1 day, 17:31:51, time: 1.415, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1615, s0.acc: 94.3267, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2266, s1.loss_cls: 0.0753, s1.acc: 94.6384, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1110, s2.loss_cls: 0.0370, s2.acc: 94.5622, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0522, loss: 1.1044 2024-03-12 02:06:34,940 - mmdet - INFO - Epoch [22][6150/7330] lr: 1.342e-05, eta: 1 day, 17:30:41, time: 1.491, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1649, s0.acc: 94.1523, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2261, s1.loss_cls: 0.0781, s1.acc: 94.3128, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1110, s2.loss_cls: 0.0393, s2.acc: 94.0752, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0522, loss: 1.1121 2024-03-12 02:07:45,630 - mmdet - INFO - Epoch [22][6200/7330] lr: 1.342e-05, eta: 1 day, 17:29:28, time: 1.414, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1614, s0.acc: 94.3591, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2284, s1.loss_cls: 0.0758, s1.acc: 94.5409, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1117, s2.loss_cls: 0.0377, s2.acc: 94.4186, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0521, loss: 1.0971 2024-03-12 02:09:00,081 - mmdet - INFO - Epoch [22][6250/7330] lr: 1.342e-05, eta: 1 day, 17:28:17, time: 1.489, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1588, s0.acc: 94.4929, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2338, s1.loss_cls: 0.0760, s1.acc: 94.6181, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1145, s2.loss_cls: 0.0376, s2.acc: 94.4761, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0531, loss: 1.0878 2024-03-12 02:10:12,959 - mmdet - INFO - Epoch [22][6300/7330] lr: 1.342e-05, eta: 1 day, 17:27:06, time: 1.458, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1594, s0.acc: 94.4497, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2298, s1.loss_cls: 0.0744, s1.acc: 94.6794, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1116, s2.loss_cls: 0.0369, s2.acc: 94.5765, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0523, loss: 1.0943 2024-03-12 02:11:27,643 - mmdet - INFO - Epoch [22][6350/7330] lr: 1.342e-05, eta: 1 day, 17:25:56, time: 1.494, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1586, s0.acc: 94.3850, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2272, s1.loss_cls: 0.0754, s1.acc: 94.4734, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1116, s2.loss_cls: 0.0377, s2.acc: 94.3744, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0526, loss: 1.0930 2024-03-12 02:12:39,676 - mmdet - INFO - Epoch [22][6400/7330] lr: 1.342e-05, eta: 1 day, 17:24:44, time: 1.441, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1683, s0.acc: 94.1067, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2345, s1.loss_cls: 0.0800, s1.acc: 94.2197, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1146, s2.loss_cls: 0.0394, s2.acc: 94.1224, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0535, loss: 1.1441 2024-03-12 02:13:54,639 - mmdet - INFO - Epoch [22][6450/7330] lr: 1.342e-05, eta: 1 day, 17:23:34, time: 1.499, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1694, s0.acc: 94.1218, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2272, s1.loss_cls: 0.0777, s1.acc: 94.5181, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1104, s2.loss_cls: 0.0385, s2.acc: 94.3855, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0516, loss: 1.1228 2024-03-12 02:15:08,353 - mmdet - INFO - Epoch [22][6500/7330] lr: 1.342e-05, eta: 1 day, 17:22:23, time: 1.474, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1614, s0.acc: 94.4617, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2243, s1.loss_cls: 0.0749, s1.acc: 94.7255, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1090, s2.loss_cls: 0.0367, s2.acc: 94.6239, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0508, loss: 1.0869 2024-03-12 02:16:20,239 - mmdet - INFO - Epoch [22][6550/7330] lr: 1.342e-05, eta: 1 day, 17:21:11, time: 1.438, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1649, s0.acc: 94.2930, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2322, s1.loss_cls: 0.0782, s1.acc: 94.5323, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1145, s2.loss_cls: 0.0389, s2.acc: 94.3483, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0542, loss: 1.1115 2024-03-12 02:17:32,278 - mmdet - INFO - Epoch [22][6600/7330] lr: 1.342e-05, eta: 1 day, 17:19:59, time: 1.441, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1559, s0.acc: 94.5422, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2313, s1.loss_cls: 0.0729, s1.acc: 94.8153, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1127, s2.loss_cls: 0.0365, s2.acc: 94.6145, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0529, loss: 1.0811 2024-03-12 02:18:43,984 - mmdet - INFO - Epoch [22][6650/7330] lr: 1.342e-05, eta: 1 day, 17:18:47, time: 1.434, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1593, s0.acc: 94.4163, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2248, s1.loss_cls: 0.0741, s1.acc: 94.6105, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1098, s2.loss_cls: 0.0365, s2.acc: 94.5441, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0518, loss: 1.0868 2024-03-12 02:19:57,678 - mmdet - INFO - Epoch [22][6700/7330] lr: 1.342e-05, eta: 1 day, 17:17:36, time: 1.474, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1581, s0.acc: 94.5156, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2267, s1.loss_cls: 0.0746, s1.acc: 94.7221, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1118, s2.loss_cls: 0.0365, s2.acc: 94.6071, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0530, loss: 1.0904 2024-03-12 02:21:09,412 - mmdet - INFO - Epoch [22][6750/7330] lr: 1.342e-05, eta: 1 day, 17:16:24, time: 1.435, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1602, s0.acc: 94.3694, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2284, s1.loss_cls: 0.0747, s1.acc: 94.6082, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1110, s2.loss_cls: 0.0375, s2.acc: 94.3441, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0524, loss: 1.0961 2024-03-12 02:22:20,374 - mmdet - INFO - Epoch [22][6800/7330] lr: 1.342e-05, eta: 1 day, 17:15:11, time: 1.419, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1673, s0.acc: 94.2991, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2331, s1.loss_cls: 0.0787, s1.acc: 94.5086, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1142, s2.loss_cls: 0.0387, s2.acc: 94.4288, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0536, loss: 1.1218 2024-03-12 02:23:29,831 - mmdet - INFO - Epoch [22][6850/7330] lr: 1.342e-05, eta: 1 day, 17:13:57, time: 1.389, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1560, s0.acc: 94.5603, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2240, s1.loss_cls: 0.0735, s1.acc: 94.7702, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1098, s2.loss_cls: 0.0361, s2.acc: 94.6809, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0514, loss: 1.0735 2024-03-12 02:24:45,710 - mmdet - INFO - Epoch [22][6900/7330] lr: 1.342e-05, eta: 1 day, 17:12:48, time: 1.518, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1620, s0.acc: 94.3457, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2269, s1.loss_cls: 0.0763, s1.acc: 94.5044, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1121, s2.loss_cls: 0.0383, s2.acc: 94.3302, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0529, loss: 1.1056 2024-03-12 02:25:56,609 - mmdet - INFO - Epoch [22][6950/7330] lr: 1.342e-05, eta: 1 day, 17:11:35, time: 1.418, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1608, s0.acc: 94.3528, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2287, s1.loss_cls: 0.0762, s1.acc: 94.4941, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1118, s2.loss_cls: 0.0382, s2.acc: 94.3766, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0528, loss: 1.1029 2024-03-12 02:27:11,523 - mmdet - INFO - Epoch [22][7000/7330] lr: 1.342e-05, eta: 1 day, 17:10:25, time: 1.498, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1624, s0.acc: 94.3892, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2314, s1.loss_cls: 0.0760, s1.acc: 94.6161, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1142, s2.loss_cls: 0.0378, s2.acc: 94.5040, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0539, loss: 1.1181 2024-03-12 02:28:24,188 - mmdet - INFO - Epoch [22][7050/7330] lr: 1.342e-05, eta: 1 day, 17:09:14, time: 1.453, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1619, s0.acc: 94.2195, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2294, s1.loss_cls: 0.0777, s1.acc: 94.3680, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1116, s2.loss_cls: 0.0387, s2.acc: 94.2202, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0527, loss: 1.1227 2024-03-12 02:29:35,037 - mmdet - INFO - Epoch [22][7100/7330] lr: 1.342e-05, eta: 1 day, 17:08:01, time: 1.417, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1578, s0.acc: 94.4482, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2268, s1.loss_cls: 0.0735, s1.acc: 94.6797, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1110, s2.loss_cls: 0.0370, s2.acc: 94.4698, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0522, loss: 1.0841 2024-03-12 02:30:51,107 - mmdet - INFO - Epoch [22][7150/7330] lr: 1.342e-05, eta: 1 day, 17:06:51, time: 1.521, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1670, s0.acc: 94.0803, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2342, s1.loss_cls: 0.0797, s1.acc: 94.1625, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1148, s2.loss_cls: 0.0396, s2.acc: 94.0853, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0537, loss: 1.1373 2024-03-12 02:32:04,749 - mmdet - INFO - Epoch [22][7200/7330] lr: 1.342e-05, eta: 1 day, 17:05:41, time: 1.473, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1573, s0.acc: 94.5154, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2256, s1.loss_cls: 0.0732, s1.acc: 94.7968, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1109, s2.loss_cls: 0.0369, s2.acc: 94.6504, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0525, loss: 1.0813 2024-03-12 02:33:17,114 - mmdet - INFO - Epoch [22][7250/7330] lr: 1.342e-05, eta: 1 day, 17:04:29, time: 1.447, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1625, s0.acc: 94.4150, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2325, s1.loss_cls: 0.0751, s1.acc: 94.7282, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1137, s2.loss_cls: 0.0378, s2.acc: 94.5068, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0533, loss: 1.1129 2024-03-12 02:34:30,752 - mmdet - INFO - Epoch [22][7300/7330] lr: 1.342e-05, eta: 1 day, 17:03:18, time: 1.473, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1682, s0.acc: 94.1716, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2283, s1.loss_cls: 0.0777, s1.acc: 94.5200, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1118, s2.loss_cls: 0.0377, s2.acc: 94.4969, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0525, loss: 1.1146 2024-03-12 02:35:06,116 - mmdet - INFO - Saving checkpoint at 22 epochs 2024-03-12 02:40:54,692 - mmdet - INFO - Evaluating bbox... 2024-03-12 02:41:29,382 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.490 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.680 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.533 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 ] = 0.529 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.628 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.628 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.628 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.449 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.662 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.776 2024-03-12 02:41:29,382 - mmdet - INFO - Evaluating segm... 2024-03-12 02:42:06,113 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.429 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.658 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.463 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.228 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.461 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 ] = 0.554 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.554 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.554 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.375 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 ] = 0.711 2024-03-12 02:42:06,706 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-12 02:42:06,709 - mmdet - INFO - Epoch(val) [22][1250] bbox_mAP: 0.4900, bbox_mAP_50: 0.6800, bbox_mAP_75: 0.5330, bbox_mAP_s: 0.3080, bbox_mAP_m: 0.5290, bbox_mAP_l: 0.6350, bbox_mAP_copypaste: 0.490 0.680 0.533 0.308 0.529 0.635, segm_mAP: 0.4290, segm_mAP_50: 0.6580, segm_mAP_75: 0.4630, segm_mAP_s: 0.2280, segm_mAP_m: 0.4610, segm_mAP_l: 0.6100, segm_mAP_copypaste: 0.429 0.658 0.463 0.228 0.461 0.610 2024-03-12 02:43:21,246 - mmdet - INFO - Epoch [23][50/7330] lr: 1.342e-05, eta: 1 day, 17:00:57, time: 1.489, data_time: 0.272, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1527, s0.acc: 94.6262, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2267, s1.loss_cls: 0.0703, s1.acc: 94.9404, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1108, s2.loss_cls: 0.0352, s2.acc: 94.7847, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0521, loss: 1.0803 2024-03-12 02:44:32,973 - mmdet - INFO - Epoch [23][100/7330] lr: 1.342e-05, eta: 1 day, 16:59:45, time: 1.435, data_time: 0.217, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1498, s0.acc: 94.7244, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2213, s1.loss_cls: 0.0696, s1.acc: 95.0008, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1086, s2.loss_cls: 0.0347, s2.acc: 94.8012, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0509, loss: 1.0484 2024-03-12 02:45:45,444 - mmdet - INFO - Epoch [23][150/7330] lr: 1.342e-05, eta: 1 day, 16:58:33, time: 1.449, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1597, s0.acc: 94.4221, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2280, s1.loss_cls: 0.0758, s1.acc: 94.5673, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1116, s2.loss_cls: 0.0374, s2.acc: 94.4692, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0526, loss: 1.0926 2024-03-12 02:47:00,682 - mmdet - INFO - Epoch [23][200/7330] lr: 1.342e-05, eta: 1 day, 16:57:23, time: 1.505, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1494, s0.acc: 94.7046, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2251, s1.loss_cls: 0.0710, s1.acc: 94.8251, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1105, s2.loss_cls: 0.0350, s2.acc: 94.7460, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0522, loss: 1.0527 2024-03-12 02:48:09,999 - mmdet - INFO - Epoch [23][250/7330] lr: 1.342e-05, eta: 1 day, 16:56:09, time: 1.386, data_time: 0.113, memory: 17966, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1487, s0.acc: 94.8418, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2255, s1.loss_cls: 0.0685, s1.acc: 95.1822, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1097, s2.loss_cls: 0.0341, s2.acc: 95.0430, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0513, loss: 1.0462 2024-03-12 02:49:22,321 - mmdet - INFO - Epoch [23][300/7330] lr: 1.342e-05, eta: 1 day, 16:54:58, time: 1.446, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1532, s0.acc: 94.5771, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2265, s1.loss_cls: 0.0700, s1.acc: 94.8864, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1109, s2.loss_cls: 0.0345, s2.acc: 94.8645, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0523, loss: 1.0788 2024-03-12 02:50:31,796 - mmdet - INFO - Epoch [23][350/7330] lr: 1.342e-05, eta: 1 day, 16:53:44, time: 1.389, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1474, s0.acc: 94.7410, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2308, s1.loss_cls: 0.0691, s1.acc: 94.9574, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1117, s2.loss_cls: 0.0341, s2.acc: 94.8428, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0523, loss: 1.0663 2024-03-12 02:51:42,546 - mmdet - INFO - Epoch [23][400/7330] lr: 1.342e-05, eta: 1 day, 16:52:31, time: 1.415, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1526, s0.acc: 94.5986, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2234, s1.loss_cls: 0.0710, s1.acc: 94.8619, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1103, s2.loss_cls: 0.0356, s2.acc: 94.7153, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0520, loss: 1.0595 2024-03-12 02:52:55,622 - mmdet - INFO - Epoch [23][450/7330] lr: 1.342e-05, eta: 1 day, 16:51:20, time: 1.461, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1574, s0.acc: 94.3992, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2281, s1.loss_cls: 0.0741, s1.acc: 94.5026, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1120, s2.loss_cls: 0.0369, s2.acc: 94.3821, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0525, loss: 1.0899 2024-03-12 02:54:05,880 - mmdet - INFO - Epoch [23][500/7330] lr: 1.342e-05, eta: 1 day, 16:50:07, time: 1.405, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1609, s0.acc: 94.3604, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2234, s1.loss_cls: 0.0751, s1.acc: 94.5739, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1093, s2.loss_cls: 0.0374, s2.acc: 94.4401, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0515, loss: 1.0941 2024-03-12 02:55:17,912 - mmdet - INFO - Epoch [23][550/7330] lr: 1.342e-05, eta: 1 day, 16:48:55, time: 1.441, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1577, s0.acc: 94.4807, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2297, s1.loss_cls: 0.0753, s1.acc: 94.6054, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1130, s2.loss_cls: 0.0376, s2.acc: 94.4038, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0532, loss: 1.1015 2024-03-12 02:56:28,122 - mmdet - INFO - Epoch [23][600/7330] lr: 1.342e-05, eta: 1 day, 16:47:42, time: 1.404, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1721, s0.acc: 93.8347, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2281, s1.loss_cls: 0.0804, s1.acc: 94.0746, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1118, s2.loss_cls: 0.0401, s2.acc: 93.9317, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0525, loss: 1.1495 2024-03-12 02:57:41,085 - mmdet - INFO - Epoch [23][650/7330] lr: 1.342e-05, eta: 1 day, 16:46:31, time: 1.459, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1516, s0.acc: 94.5281, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2273, s1.loss_cls: 0.0714, s1.acc: 94.8046, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1105, s2.loss_cls: 0.0359, s2.acc: 94.5868, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0519, loss: 1.0660 2024-03-12 02:58:50,056 - mmdet - INFO - Epoch [23][700/7330] lr: 1.342e-05, eta: 1 day, 16:45:17, time: 1.379, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1586, s0.acc: 94.3923, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2264, s1.loss_cls: 0.0751, s1.acc: 94.6037, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1103, s2.loss_cls: 0.0374, s2.acc: 94.4445, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0522, loss: 1.0941 2024-03-12 03:00:04,268 - mmdet - INFO - Epoch [23][750/7330] lr: 1.342e-05, eta: 1 day, 16:44:06, time: 1.484, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1457, s0.acc: 94.8457, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2249, s1.loss_cls: 0.0695, s1.acc: 94.8957, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1099, s2.loss_cls: 0.0345, s2.acc: 94.7877, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0516, loss: 1.0443 2024-03-12 03:01:20,424 - mmdet - INFO - Epoch [23][800/7330] lr: 1.342e-05, eta: 1 day, 16:42:57, time: 1.523, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1612, s0.acc: 94.3760, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2314, s1.loss_cls: 0.0752, s1.acc: 94.6145, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1134, s2.loss_cls: 0.0374, s2.acc: 94.4932, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0531, loss: 1.1179 2024-03-12 03:02:36,141 - mmdet - INFO - Epoch [23][850/7330] lr: 1.342e-05, eta: 1 day, 16:41:47, time: 1.514, data_time: 0.223, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1613, s0.acc: 94.2825, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2249, s1.loss_cls: 0.0761, s1.acc: 94.5210, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1101, s2.loss_cls: 0.0376, s2.acc: 94.4469, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0518, loss: 1.0936 2024-03-12 03:03:46,865 - mmdet - INFO - Epoch [23][900/7330] lr: 1.342e-05, eta: 1 day, 16:40:34, time: 1.414, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1596, s0.acc: 94.3071, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2221, s1.loss_cls: 0.0749, s1.acc: 94.5597, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1092, s2.loss_cls: 0.0373, s2.acc: 94.4045, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0516, loss: 1.0871 2024-03-12 03:04:55,180 - mmdet - INFO - Epoch [23][950/7330] lr: 1.342e-05, eta: 1 day, 16:39:20, time: 1.366, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1607, s0.acc: 94.2866, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2310, s1.loss_cls: 0.0757, s1.acc: 94.4546, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1129, s2.loss_cls: 0.0371, s2.acc: 94.4140, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0533, loss: 1.1162 2024-03-12 03:06:05,697 - mmdet - INFO - Epoch [23][1000/7330] lr: 1.342e-05, eta: 1 day, 16:38:07, time: 1.411, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1652, s0.acc: 94.2451, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2296, s1.loss_cls: 0.0774, s1.acc: 94.4226, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1119, s2.loss_cls: 0.0378, s2.acc: 94.4323, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0519, loss: 1.1148 2024-03-12 03:07:17,715 - mmdet - INFO - Epoch [23][1050/7330] lr: 1.342e-05, eta: 1 day, 16:36:55, time: 1.440, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1631, s0.acc: 94.2463, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2249, s1.loss_cls: 0.0760, s1.acc: 94.6174, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1102, s2.loss_cls: 0.0381, s2.acc: 94.4182, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0522, loss: 1.1079 2024-03-12 03:08:30,808 - mmdet - INFO - Epoch [23][1100/7330] lr: 1.342e-05, eta: 1 day, 16:35:44, time: 1.462, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1505, s0.acc: 94.6499, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2218, s1.loss_cls: 0.0703, s1.acc: 94.8966, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1101, s2.loss_cls: 0.0351, s2.acc: 94.6894, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0519, loss: 1.0536 2024-03-12 03:09:43,152 - mmdet - INFO - Epoch [23][1150/7330] lr: 1.342e-05, eta: 1 day, 16:34:32, time: 1.447, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1502, s0.acc: 94.6477, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2273, s1.loss_cls: 0.0705, s1.acc: 94.8802, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1115, s2.loss_cls: 0.0353, s2.acc: 94.6535, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0525, loss: 1.0670 2024-03-12 03:10:54,719 - mmdet - INFO - Epoch [23][1200/7330] lr: 1.342e-05, eta: 1 day, 16:33:20, time: 1.431, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1569, s0.acc: 94.4016, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2297, s1.loss_cls: 0.0743, s1.acc: 94.5582, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1121, s2.loss_cls: 0.0367, s2.acc: 94.5002, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0528, loss: 1.0865 2024-03-12 03:12:05,400 - mmdet - INFO - Epoch [23][1250/7330] lr: 1.342e-05, eta: 1 day, 16:32:07, time: 1.414, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1520, s0.acc: 94.6555, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2161, s1.loss_cls: 0.0710, s1.acc: 94.9330, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1055, s2.loss_cls: 0.0353, s2.acc: 94.7737, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0494, loss: 1.0457 2024-03-12 03:13:18,937 - mmdet - INFO - Epoch [23][1300/7330] lr: 1.342e-05, eta: 1 day, 16:30:56, time: 1.471, data_time: 0.203, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1604, s0.acc: 94.3723, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2296, s1.loss_cls: 0.0742, s1.acc: 94.6607, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1117, s2.loss_cls: 0.0370, s2.acc: 94.4791, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0525, loss: 1.1019 2024-03-12 03:14:30,681 - mmdet - INFO - Epoch [23][1350/7330] lr: 1.342e-05, eta: 1 day, 16:29:44, time: 1.435, data_time: 0.119, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1539, s0.acc: 94.5867, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2203, s1.loss_cls: 0.0728, s1.acc: 94.7930, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1080, s2.loss_cls: 0.0362, s2.acc: 94.6647, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0509, loss: 1.0506 2024-03-12 03:15:43,985 - mmdet - INFO - Epoch [23][1400/7330] lr: 1.342e-05, eta: 1 day, 16:28:33, time: 1.466, data_time: 0.116, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1660, s0.acc: 94.1150, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2291, s1.loss_cls: 0.0780, s1.acc: 94.3316, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1116, s2.loss_cls: 0.0393, s2.acc: 94.1622, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0525, loss: 1.1283 2024-03-12 03:16:57,203 - mmdet - INFO - Epoch [23][1450/7330] lr: 1.342e-05, eta: 1 day, 16:27:22, time: 1.464, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1607, s0.acc: 94.4045, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2304, s1.loss_cls: 0.0752, s1.acc: 94.5949, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1132, s2.loss_cls: 0.0376, s2.acc: 94.4335, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0531, loss: 1.1109 2024-03-12 03:18:11,427 - mmdet - INFO - Epoch [23][1500/7330] lr: 1.342e-05, eta: 1 day, 16:26:11, time: 1.484, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1578, s0.acc: 94.4673, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2262, s1.loss_cls: 0.0749, s1.acc: 94.6272, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1107, s2.loss_cls: 0.0370, s2.acc: 94.5689, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0521, loss: 1.0861 2024-03-12 03:19:23,805 - mmdet - INFO - Epoch [23][1550/7330] lr: 1.342e-05, eta: 1 day, 16:24:59, time: 1.448, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1550, s0.acc: 94.5942, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2281, s1.loss_cls: 0.0725, s1.acc: 94.8233, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1116, s2.loss_cls: 0.0362, s2.acc: 94.7410, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0522, loss: 1.0764 2024-03-12 03:20:35,073 - mmdet - INFO - Epoch [23][1600/7330] lr: 1.342e-05, eta: 1 day, 16:23:47, time: 1.426, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1709, s0.acc: 94.0022, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2286, s1.loss_cls: 0.0801, s1.acc: 94.3013, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1122, s2.loss_cls: 0.0396, s2.acc: 94.1477, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0521, loss: 1.1370 2024-03-12 03:21:44,185 - mmdet - INFO - Epoch [23][1650/7330] lr: 1.342e-05, eta: 1 day, 16:22:33, time: 1.382, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1602, s0.acc: 94.3499, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2261, s1.loss_cls: 0.0758, s1.acc: 94.5257, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1103, s2.loss_cls: 0.0376, s2.acc: 94.4748, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0521, loss: 1.0993 2024-03-12 03:22:58,573 - mmdet - INFO - Epoch [23][1700/7330] lr: 1.342e-05, eta: 1 day, 16:21:23, time: 1.488, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1585, s0.acc: 94.3770, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2277, s1.loss_cls: 0.0741, s1.acc: 94.6311, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1112, s2.loss_cls: 0.0366, s2.acc: 94.5922, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0521, loss: 1.0917 2024-03-12 03:24:07,160 - mmdet - INFO - Epoch [23][1750/7330] lr: 1.342e-05, eta: 1 day, 16:20:09, time: 1.372, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1646, s0.acc: 94.3123, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2260, s1.loss_cls: 0.0772, s1.acc: 94.5070, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1101, s2.loss_cls: 0.0386, s2.acc: 94.4135, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0516, loss: 1.0952 2024-03-12 03:25:20,418 - mmdet - INFO - Epoch [23][1800/7330] lr: 1.342e-05, eta: 1 day, 16:18:57, time: 1.465, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1543, s0.acc: 94.6475, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2235, s1.loss_cls: 0.0723, s1.acc: 94.8625, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1100, s2.loss_cls: 0.0360, s2.acc: 94.7597, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0522, loss: 1.0651 2024-03-12 03:26:31,622 - mmdet - INFO - Epoch [23][1850/7330] lr: 1.342e-05, eta: 1 day, 16:17:45, time: 1.424, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1585, s0.acc: 94.3838, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2299, s1.loss_cls: 0.0741, s1.acc: 94.6389, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1131, s2.loss_cls: 0.0370, s2.acc: 94.5157, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0533, loss: 1.1023 2024-03-12 03:27:41,846 - mmdet - INFO - Epoch [23][1900/7330] lr: 1.342e-05, eta: 1 day, 16:16:32, time: 1.404, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1594, s0.acc: 94.3970, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2296, s1.loss_cls: 0.0754, s1.acc: 94.5299, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1127, s2.loss_cls: 0.0378, s2.acc: 94.4357, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0528, loss: 1.0984 2024-03-12 03:28:51,661 - mmdet - INFO - Epoch [23][1950/7330] lr: 1.342e-05, eta: 1 day, 16:15:19, time: 1.396, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1642, s0.acc: 94.3486, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2258, s1.loss_cls: 0.0780, s1.acc: 94.5133, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1120, s2.loss_cls: 0.0382, s2.acc: 94.3987, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0524, loss: 1.1030 2024-03-12 03:30:05,949 - mmdet - INFO - Epoch [23][2000/7330] lr: 1.342e-05, eta: 1 day, 16:14:08, time: 1.486, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1540, s0.acc: 94.5315, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2234, s1.loss_cls: 0.0731, s1.acc: 94.6438, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1097, s2.loss_cls: 0.0365, s2.acc: 94.5000, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0517, loss: 1.0712 2024-03-12 03:31:16,949 - mmdet - INFO - Epoch [23][2050/7330] lr: 1.342e-05, eta: 1 day, 16:12:55, time: 1.420, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1583, s0.acc: 94.4595, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2358, s1.loss_cls: 0.0742, s1.acc: 94.6765, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1146, s2.loss_cls: 0.0368, s2.acc: 94.6098, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0537, loss: 1.0992 2024-03-12 03:32:28,405 - mmdet - INFO - Epoch [23][2100/7330] lr: 1.342e-05, eta: 1 day, 16:11:43, time: 1.429, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1609, s0.acc: 94.3450, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2358, s1.loss_cls: 0.0752, s1.acc: 94.6240, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1151, s2.loss_cls: 0.0378, s2.acc: 94.4111, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0538, loss: 1.1213 2024-03-12 03:33:41,415 - mmdet - INFO - Epoch [23][2150/7330] lr: 1.342e-05, eta: 1 day, 16:10:32, time: 1.460, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1620, s0.acc: 94.3286, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2333, s1.loss_cls: 0.0760, s1.acc: 94.5470, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1138, s2.loss_cls: 0.0378, s2.acc: 94.4160, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0530, loss: 1.1100 2024-03-12 03:34:52,057 - mmdet - INFO - Epoch [23][2200/7330] lr: 1.342e-05, eta: 1 day, 16:09:19, time: 1.413, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1524, s0.acc: 94.6519, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2237, s1.loss_cls: 0.0705, s1.acc: 94.9414, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1109, s2.loss_cls: 0.0348, s2.acc: 94.8120, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0520, loss: 1.0604 2024-03-12 03:36:04,314 - mmdet - INFO - Epoch [23][2250/7330] lr: 1.342e-05, eta: 1 day, 16:08:07, time: 1.445, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1575, s0.acc: 94.4700, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2275, s1.loss_cls: 0.0739, s1.acc: 94.6733, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1138, s2.loss_cls: 0.0367, s2.acc: 94.5861, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0535, loss: 1.0928 2024-03-12 03:37:18,641 - mmdet - INFO - Epoch [23][2300/7330] lr: 1.342e-05, eta: 1 day, 16:06:57, time: 1.486, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1656, s0.acc: 94.2019, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2311, s1.loss_cls: 0.0780, s1.acc: 94.5115, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1128, s2.loss_cls: 0.0391, s2.acc: 94.2716, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0528, loss: 1.1185 2024-03-12 03:38:31,886 - mmdet - INFO - Epoch [23][2350/7330] lr: 1.342e-05, eta: 1 day, 16:05:45, time: 1.465, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1616, s0.acc: 94.3149, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2320, s1.loss_cls: 0.0764, s1.acc: 94.5427, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1132, s2.loss_cls: 0.0379, s2.acc: 94.3986, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0531, loss: 1.1150 2024-03-12 03:39:44,411 - mmdet - INFO - Epoch [23][2400/7330] lr: 1.342e-05, eta: 1 day, 16:04:34, time: 1.451, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1538, s0.acc: 94.6487, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2243, s1.loss_cls: 0.0721, s1.acc: 94.8791, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1112, s2.loss_cls: 0.0362, s2.acc: 94.6329, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0525, loss: 1.0711 2024-03-12 03:40:53,073 - mmdet - INFO - Epoch [23][2450/7330] lr: 1.342e-05, eta: 1 day, 16:03:20, time: 1.373, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1618, s0.acc: 94.3748, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2244, s1.loss_cls: 0.0751, s1.acc: 94.6758, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1106, s2.loss_cls: 0.0367, s2.acc: 94.6050, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0519, loss: 1.0969 2024-03-12 03:42:08,151 - mmdet - INFO - Epoch [23][2500/7330] lr: 1.342e-05, eta: 1 day, 16:02:10, time: 1.501, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1637, s0.acc: 94.2996, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2299, s1.loss_cls: 0.0760, s1.acc: 94.6087, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1115, s2.loss_cls: 0.0376, s2.acc: 94.5273, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0521, loss: 1.1073 2024-03-12 03:43:21,251 - mmdet - INFO - Epoch [23][2550/7330] lr: 1.342e-05, eta: 1 day, 16:00:58, time: 1.462, data_time: 0.235, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1604, s0.acc: 94.4163, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2218, s1.loss_cls: 0.0748, s1.acc: 94.6489, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1093, s2.loss_cls: 0.0370, s2.acc: 94.5765, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0517, loss: 1.0884 2024-03-12 03:44:31,731 - mmdet - INFO - Epoch [23][2600/7330] lr: 1.342e-05, eta: 1 day, 15:59:46, time: 1.410, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1583, s0.acc: 94.4324, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2245, s1.loss_cls: 0.0742, s1.acc: 94.7213, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1110, s2.loss_cls: 0.0370, s2.acc: 94.5454, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0524, loss: 1.0887 2024-03-12 03:45:43,269 - mmdet - INFO - Epoch [23][2650/7330] lr: 1.342e-05, eta: 1 day, 15:58:33, time: 1.431, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1678, s0.acc: 94.0764, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2354, s1.loss_cls: 0.0794, s1.acc: 94.2775, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1162, s2.loss_cls: 0.0401, s2.acc: 93.9528, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0545, loss: 1.1432 2024-03-12 03:46:55,584 - mmdet - INFO - Epoch [23][2700/7330] lr: 1.342e-05, eta: 1 day, 15:57:22, time: 1.446, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1623, s0.acc: 94.1626, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2264, s1.loss_cls: 0.0763, s1.acc: 94.3770, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1118, s2.loss_cls: 0.0384, s2.acc: 94.1777, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0527, loss: 1.1039 2024-03-12 03:48:08,028 - mmdet - INFO - Epoch [23][2750/7330] lr: 1.342e-05, eta: 1 day, 15:56:10, time: 1.449, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1558, s0.acc: 94.4819, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2223, s1.loss_cls: 0.0732, s1.acc: 94.6944, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1087, s2.loss_cls: 0.0367, s2.acc: 94.6012, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0515, loss: 1.0748 2024-03-12 03:49:18,641 - mmdet - INFO - Epoch [23][2800/7330] lr: 1.342e-05, eta: 1 day, 15:54:57, time: 1.412, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1535, s0.acc: 94.6111, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2197, s1.loss_cls: 0.0718, s1.acc: 94.8381, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1088, s2.loss_cls: 0.0362, s2.acc: 94.6813, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0515, loss: 1.0551 2024-03-12 03:50:31,078 - mmdet - INFO - Epoch [23][2850/7330] lr: 1.342e-05, eta: 1 day, 15:53:45, time: 1.449, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1564, s0.acc: 94.5183, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2288, s1.loss_cls: 0.0741, s1.acc: 94.6696, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1117, s2.loss_cls: 0.0372, s2.acc: 94.4292, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0523, loss: 1.0942 2024-03-12 03:51:43,265 - mmdet - INFO - Epoch [23][2900/7330] lr: 1.342e-05, eta: 1 day, 15:52:33, time: 1.444, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1604, s0.acc: 94.4382, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2260, s1.loss_cls: 0.0752, s1.acc: 94.6777, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1112, s2.loss_cls: 0.0374, s2.acc: 94.5180, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0523, loss: 1.0929 2024-03-12 03:52:52,601 - mmdet - INFO - Epoch [23][2950/7330] lr: 1.342e-05, eta: 1 day, 15:51:20, time: 1.387, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1448, s0.acc: 94.8306, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2221, s1.loss_cls: 0.0682, s1.acc: 95.0941, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1090, s2.loss_cls: 0.0344, s2.acc: 94.8329, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0512, loss: 1.0306 2024-03-12 03:54:06,095 - mmdet - INFO - Epoch [23][3000/7330] lr: 1.342e-05, eta: 1 day, 15:50:09, time: 1.470, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1653, s0.acc: 94.2217, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2304, s1.loss_cls: 0.0776, s1.acc: 94.4822, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1124, s2.loss_cls: 0.0383, s2.acc: 94.4062, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0524, loss: 1.1182 2024-03-12 03:55:19,477 - mmdet - INFO - Epoch [23][3050/7330] lr: 1.342e-05, eta: 1 day, 15:48:58, time: 1.468, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1569, s0.acc: 94.4768, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2263, s1.loss_cls: 0.0743, s1.acc: 94.6354, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1115, s2.loss_cls: 0.0370, s2.acc: 94.4169, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0523, loss: 1.0859 2024-03-12 03:56:30,563 - mmdet - INFO - Epoch [23][3100/7330] lr: 1.342e-05, eta: 1 day, 15:47:45, time: 1.422, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1581, s0.acc: 94.3088, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2269, s1.loss_cls: 0.0751, s1.acc: 94.4875, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1125, s2.loss_cls: 0.0374, s2.acc: 94.3683, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0526, loss: 1.0994 2024-03-12 03:57:42,413 - mmdet - INFO - Epoch [23][3150/7330] lr: 1.342e-05, eta: 1 day, 15:46:33, time: 1.437, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1534, s0.acc: 94.6628, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2256, s1.loss_cls: 0.0725, s1.acc: 94.8014, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1111, s2.loss_cls: 0.0360, s2.acc: 94.6474, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0523, loss: 1.0551 2024-03-12 03:58:53,934 - mmdet - INFO - Epoch [23][3200/7330] lr: 1.342e-05, eta: 1 day, 15:45:21, time: 1.430, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1551, s0.acc: 94.5813, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2280, s1.loss_cls: 0.0727, s1.acc: 94.7773, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1117, s2.loss_cls: 0.0364, s2.acc: 94.5993, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0529, loss: 1.0794 2024-03-12 04:00:10,440 - mmdet - INFO - Epoch [23][3250/7330] lr: 1.342e-05, eta: 1 day, 15:44:12, time: 1.530, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1651, s0.acc: 94.1907, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2312, s1.loss_cls: 0.0780, s1.acc: 94.3866, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1131, s2.loss_cls: 0.0385, s2.acc: 94.3210, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0534, loss: 1.1292 2024-03-12 04:01:23,121 - mmdet - INFO - Epoch [23][3300/7330] lr: 1.342e-05, eta: 1 day, 15:43:00, time: 1.454, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1608, s0.acc: 94.3274, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2310, s1.loss_cls: 0.0746, s1.acc: 94.5969, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1134, s2.loss_cls: 0.0369, s2.acc: 94.5067, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0530, loss: 1.1051 2024-03-12 04:02:35,553 - mmdet - INFO - Epoch [23][3350/7330] lr: 1.342e-05, eta: 1 day, 15:41:48, time: 1.449, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1572, s0.acc: 94.4348, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2240, s1.loss_cls: 0.0745, s1.acc: 94.6627, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1104, s2.loss_cls: 0.0375, s2.acc: 94.4743, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0519, loss: 1.0903 2024-03-12 04:03:45,163 - mmdet - INFO - Epoch [23][3400/7330] lr: 1.342e-05, eta: 1 day, 15:40:35, time: 1.392, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1695, s0.acc: 94.0999, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2308, s1.loss_cls: 0.0793, s1.acc: 94.3963, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1121, s2.loss_cls: 0.0392, s2.acc: 94.2024, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0523, loss: 1.1305 2024-03-12 04:04:57,929 - mmdet - INFO - Epoch [23][3450/7330] lr: 1.342e-05, eta: 1 day, 15:39:23, time: 1.455, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1490, s0.acc: 94.7373, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2242, s1.loss_cls: 0.0701, s1.acc: 94.9979, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1103, s2.loss_cls: 0.0350, s2.acc: 94.8805, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0521, loss: 1.0544 2024-03-12 04:06:14,319 - mmdet - INFO - Epoch [23][3500/7330] lr: 1.342e-05, eta: 1 day, 15:38:14, time: 1.528, data_time: 0.245, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1563, s0.acc: 94.5283, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2305, s1.loss_cls: 0.0725, s1.acc: 94.7691, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1130, s2.loss_cls: 0.0362, s2.acc: 94.6148, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0528, loss: 1.0905 2024-03-12 04:07:27,106 - mmdet - INFO - Epoch [23][3550/7330] lr: 1.342e-05, eta: 1 day, 15:37:03, time: 1.456, data_time: 0.202, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1615, s0.acc: 94.3389, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2313, s1.loss_cls: 0.0759, s1.acc: 94.4997, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1120, s2.loss_cls: 0.0382, s2.acc: 94.4171, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0523, loss: 1.1145 2024-03-12 04:08:37,995 - mmdet - INFO - Epoch [23][3600/7330] lr: 1.342e-05, eta: 1 day, 15:35:50, time: 1.418, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1538, s0.acc: 94.5791, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2280, s1.loss_cls: 0.0719, s1.acc: 94.8246, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1125, s2.loss_cls: 0.0361, s2.acc: 94.6776, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0528, loss: 1.0922 2024-03-12 04:09:50,833 - mmdet - INFO - Epoch [23][3650/7330] lr: 1.342e-05, eta: 1 day, 15:34:38, time: 1.457, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1681, s0.acc: 94.1914, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2314, s1.loss_cls: 0.0782, s1.acc: 94.4582, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1133, s2.loss_cls: 0.0386, s2.acc: 94.4547, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0534, loss: 1.1288 2024-03-12 04:11:03,612 - mmdet - INFO - Epoch [23][3700/7330] lr: 1.342e-05, eta: 1 day, 15:33:27, time: 1.456, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1651, s0.acc: 94.2830, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2307, s1.loss_cls: 0.0771, s1.acc: 94.5921, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1128, s2.loss_cls: 0.0378, s2.acc: 94.5074, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0527, loss: 1.1135 2024-03-12 04:12:13,289 - mmdet - INFO - Epoch [23][3750/7330] lr: 1.342e-05, eta: 1 day, 15:32:14, time: 1.394, data_time: 0.089, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1483, s0.acc: 94.7241, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2200, s1.loss_cls: 0.0690, s1.acc: 94.9441, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1079, s2.loss_cls: 0.0345, s2.acc: 94.8344, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0505, loss: 1.0443 2024-03-12 04:13:25,870 - mmdet - INFO - Epoch [23][3800/7330] lr: 1.342e-05, eta: 1 day, 15:31:02, time: 1.451, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1543, s0.acc: 94.4629, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2280, s1.loss_cls: 0.0725, s1.acc: 94.6061, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1118, s2.loss_cls: 0.0368, s2.acc: 94.4331, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0526, loss: 1.0965 2024-03-12 04:14:34,357 - mmdet - INFO - Epoch [23][3850/7330] lr: 1.342e-05, eta: 1 day, 15:29:48, time: 1.370, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1549, s0.acc: 94.5164, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2238, s1.loss_cls: 0.0718, s1.acc: 94.7703, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1108, s2.loss_cls: 0.0364, s2.acc: 94.5435, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0522, loss: 1.0768 2024-03-12 04:15:47,960 - mmdet - INFO - Epoch [23][3900/7330] lr: 1.342e-05, eta: 1 day, 15:28:37, time: 1.472, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1534, s0.acc: 94.7148, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2237, s1.loss_cls: 0.0726, s1.acc: 94.8278, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1104, s2.loss_cls: 0.0359, s2.acc: 94.7089, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0519, loss: 1.0559 2024-03-12 04:17:00,394 - mmdet - INFO - Epoch [23][3950/7330] lr: 1.342e-05, eta: 1 day, 15:27:25, time: 1.449, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1610, s0.acc: 94.3083, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2278, s1.loss_cls: 0.0754, s1.acc: 94.5734, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1123, s2.loss_cls: 0.0372, s2.acc: 94.5022, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0528, loss: 1.1040 2024-03-12 04:18:18,729 - mmdet - INFO - Epoch [23][4000/7330] lr: 1.342e-05, eta: 1 day, 15:26:17, time: 1.567, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1595, s0.acc: 94.4165, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2281, s1.loss_cls: 0.0744, s1.acc: 94.6416, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1119, s2.loss_cls: 0.0374, s2.acc: 94.4676, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0529, loss: 1.1053 2024-03-12 04:19:29,999 - mmdet - INFO - Epoch [23][4050/7330] lr: 1.342e-05, eta: 1 day, 15:25:05, time: 1.425, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1505, s0.acc: 94.7090, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2259, s1.loss_cls: 0.0703, s1.acc: 94.8703, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1094, s2.loss_cls: 0.0355, s2.acc: 94.6643, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0510, loss: 1.0589 2024-03-12 04:20:41,759 - mmdet - INFO - Epoch [23][4100/7330] lr: 1.342e-05, eta: 1 day, 15:23:53, time: 1.435, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1655, s0.acc: 94.0659, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2352, s1.loss_cls: 0.0775, s1.acc: 94.4154, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1152, s2.loss_cls: 0.0385, s2.acc: 94.2091, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0539, loss: 1.1439 2024-03-12 04:21:51,981 - mmdet - INFO - Epoch [23][4150/7330] lr: 1.342e-05, eta: 1 day, 15:22:39, time: 1.404, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1613, s0.acc: 94.3164, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2271, s1.loss_cls: 0.0760, s1.acc: 94.5691, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1109, s2.loss_cls: 0.0378, s2.acc: 94.3647, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0520, loss: 1.0978 2024-03-12 04:23:06,336 - mmdet - INFO - Epoch [23][4200/7330] lr: 1.342e-05, eta: 1 day, 15:21:29, time: 1.487, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1602, s0.acc: 94.3289, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2276, s1.loss_cls: 0.0751, s1.acc: 94.5947, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1114, s2.loss_cls: 0.0377, s2.acc: 94.3641, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0526, loss: 1.1012 2024-03-12 04:24:18,681 - mmdet - INFO - Epoch [23][4250/7330] lr: 1.342e-05, eta: 1 day, 15:20:17, time: 1.447, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1571, s0.acc: 94.3662, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2298, s1.loss_cls: 0.0731, s1.acc: 94.5839, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1132, s2.loss_cls: 0.0363, s2.acc: 94.4902, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0531, loss: 1.0978 2024-03-12 04:25:31,546 - mmdet - INFO - Epoch [23][4300/7330] lr: 1.342e-05, eta: 1 day, 15:19:06, time: 1.457, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1520, s0.acc: 94.6379, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2222, s1.loss_cls: 0.0710, s1.acc: 94.8964, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1101, s2.loss_cls: 0.0356, s2.acc: 94.7856, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.0554 2024-03-12 04:26:44,473 - mmdet - INFO - Epoch [23][4350/7330] lr: 1.342e-05, eta: 1 day, 15:17:54, time: 1.459, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1538, s0.acc: 94.6831, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2274, s1.loss_cls: 0.0725, s1.acc: 94.9605, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1130, s2.loss_cls: 0.0366, s2.acc: 94.7747, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0532, loss: 1.0731 2024-03-12 04:27:57,898 - mmdet - INFO - Epoch [23][4400/7330] lr: 1.342e-05, eta: 1 day, 15:16:43, time: 1.469, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1571, s0.acc: 94.4617, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2265, s1.loss_cls: 0.0737, s1.acc: 94.7035, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1100, s2.loss_cls: 0.0369, s2.acc: 94.5420, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0514, loss: 1.0899 2024-03-12 04:29:11,498 - mmdet - INFO - Epoch [23][4450/7330] lr: 1.342e-05, eta: 1 day, 15:15:32, time: 1.472, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1585, s0.acc: 94.5005, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2265, s1.loss_cls: 0.0736, s1.acc: 94.7523, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1113, s2.loss_cls: 0.0368, s2.acc: 94.5984, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0522, loss: 1.0870 2024-03-12 04:30:25,653 - mmdet - INFO - Epoch [23][4500/7330] lr: 1.342e-05, eta: 1 day, 15:14:21, time: 1.483, data_time: 0.206, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1605, s0.acc: 94.3572, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2273, s1.loss_cls: 0.0755, s1.acc: 94.6358, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1119, s2.loss_cls: 0.0380, s2.acc: 94.3946, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0526, loss: 1.0982 2024-03-12 04:31:39,967 - mmdet - INFO - Epoch [23][4550/7330] lr: 1.342e-05, eta: 1 day, 15:13:11, time: 1.486, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1661, s0.acc: 94.2441, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2305, s1.loss_cls: 0.0789, s1.acc: 94.3581, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1131, s2.loss_cls: 0.0398, s2.acc: 94.1821, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0532, loss: 1.1245 2024-03-12 04:32:53,759 - mmdet - INFO - Epoch [23][4600/7330] lr: 1.342e-05, eta: 1 day, 15:12:00, time: 1.476, data_time: 0.116, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1586, s0.acc: 94.5017, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2327, s1.loss_cls: 0.0731, s1.acc: 94.8761, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1124, s2.loss_cls: 0.0361, s2.acc: 94.8429, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0529, loss: 1.0858 2024-03-12 04:34:07,148 - mmdet - INFO - Epoch [23][4650/7330] lr: 1.342e-05, eta: 1 day, 15:10:49, time: 1.468, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1538, s0.acc: 94.5671, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2266, s1.loss_cls: 0.0709, s1.acc: 94.8516, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1111, s2.loss_cls: 0.0351, s2.acc: 94.8239, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0517, loss: 1.0737 2024-03-12 04:35:18,629 - mmdet - INFO - Epoch [23][4700/7330] lr: 1.342e-05, eta: 1 day, 15:09:36, time: 1.430, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1506, s0.acc: 94.6350, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2226, s1.loss_cls: 0.0711, s1.acc: 94.8410, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1098, s2.loss_cls: 0.0359, s2.acc: 94.6285, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0516, loss: 1.0654 2024-03-12 04:36:31,092 - mmdet - INFO - Epoch [23][4750/7330] lr: 1.342e-05, eta: 1 day, 15:08:25, time: 1.449, data_time: 0.116, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1595, s0.acc: 94.4688, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2281, s1.loss_cls: 0.0751, s1.acc: 94.6622, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1111, s2.loss_cls: 0.0373, s2.acc: 94.5099, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0520, loss: 1.0846 2024-03-12 04:37:44,884 - mmdet - INFO - Epoch [23][4800/7330] lr: 1.342e-05, eta: 1 day, 15:07:14, time: 1.476, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1741, s0.acc: 93.9744, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2365, s1.loss_cls: 0.0810, s1.acc: 94.2682, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1156, s2.loss_cls: 0.0402, s2.acc: 94.2267, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0543, loss: 1.1612 2024-03-12 04:38:55,130 - mmdet - INFO - Epoch [23][4850/7330] lr: 1.342e-05, eta: 1 day, 15:06:01, time: 1.405, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1609, s0.acc: 94.3604, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2280, s1.loss_cls: 0.0755, s1.acc: 94.5523, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1112, s2.loss_cls: 0.0376, s2.acc: 94.4567, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0521, loss: 1.0978 2024-03-12 04:40:09,876 - mmdet - INFO - Epoch [23][4900/7330] lr: 1.342e-05, eta: 1 day, 15:04:50, time: 1.495, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1620, s0.acc: 94.3064, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2308, s1.loss_cls: 0.0759, s1.acc: 94.5829, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1122, s2.loss_cls: 0.0378, s2.acc: 94.4290, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0523, loss: 1.1069 2024-03-12 04:41:23,300 - mmdet - INFO - Epoch [23][4950/7330] lr: 1.342e-05, eta: 1 day, 15:03:39, time: 1.469, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1620, s0.acc: 94.3926, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2343, s1.loss_cls: 0.0767, s1.acc: 94.6024, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1143, s2.loss_cls: 0.0380, s2.acc: 94.4079, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0531, loss: 1.1109 2024-03-12 04:42:40,629 - mmdet - INFO - Epoch [23][5000/7330] lr: 1.342e-05, eta: 1 day, 15:02:30, time: 1.547, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1576, s0.acc: 94.4338, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2313, s1.loss_cls: 0.0745, s1.acc: 94.5762, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1139, s2.loss_cls: 0.0371, s2.acc: 94.5270, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0532, loss: 1.0990 2024-03-12 04:43:50,218 - mmdet - INFO - Epoch [23][5050/7330] lr: 1.342e-05, eta: 1 day, 15:01:17, time: 1.392, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1603, s0.acc: 94.4175, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2239, s1.loss_cls: 0.0746, s1.acc: 94.6802, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1095, s2.loss_cls: 0.0371, s2.acc: 94.5625, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0513, loss: 1.0871 2024-03-12 04:44:58,525 - mmdet - INFO - Epoch [23][5100/7330] lr: 1.342e-05, eta: 1 day, 15:00:03, time: 1.366, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1575, s0.acc: 94.4519, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2213, s1.loss_cls: 0.0735, s1.acc: 94.7082, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1097, s2.loss_cls: 0.0361, s2.acc: 94.6665, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0519, loss: 1.0744 2024-03-12 04:46:11,076 - mmdet - INFO - Epoch [23][5150/7330] lr: 1.342e-05, eta: 1 day, 14:58:51, time: 1.451, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1644, s0.acc: 94.1150, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2304, s1.loss_cls: 0.0779, s1.acc: 94.2574, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1139, s2.loss_cls: 0.0389, s2.acc: 94.1234, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0534, loss: 1.1185 2024-03-12 04:47:25,933 - mmdet - INFO - Epoch [23][5200/7330] lr: 1.342e-05, eta: 1 day, 14:57:41, time: 1.497, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1608, s0.acc: 94.2957, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2260, s1.loss_cls: 0.0750, s1.acc: 94.5454, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1110, s2.loss_cls: 0.0372, s2.acc: 94.4028, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0520, loss: 1.1037 2024-03-12 04:48:34,420 - mmdet - INFO - Epoch [23][5250/7330] lr: 1.342e-05, eta: 1 day, 14:56:27, time: 1.370, data_time: 0.088, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1546, s0.acc: 94.5959, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2282, s1.loss_cls: 0.0717, s1.acc: 94.8189, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1116, s2.loss_cls: 0.0353, s2.acc: 94.7550, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0524, loss: 1.0660 2024-03-12 04:49:47,616 - mmdet - INFO - Epoch [23][5300/7330] lr: 1.342e-05, eta: 1 day, 14:55:16, time: 1.464, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1601, s0.acc: 94.4836, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2251, s1.loss_cls: 0.0749, s1.acc: 94.6823, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1097, s2.loss_cls: 0.0372, s2.acc: 94.5683, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0515, loss: 1.0865 2024-03-12 04:50:59,738 - mmdet - INFO - Epoch [23][5350/7330] lr: 1.342e-05, eta: 1 day, 14:54:04, time: 1.442, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1554, s0.acc: 94.5332, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2280, s1.loss_cls: 0.0734, s1.acc: 94.7179, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1120, s2.loss_cls: 0.0365, s2.acc: 94.5706, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0525, loss: 1.0791 2024-03-12 04:52:08,088 - mmdet - INFO - Epoch [23][5400/7330] lr: 1.342e-05, eta: 1 day, 14:52:50, time: 1.367, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1568, s0.acc: 94.4822, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2267, s1.loss_cls: 0.0726, s1.acc: 94.7775, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1112, s2.loss_cls: 0.0356, s2.acc: 94.6413, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0524, loss: 1.0826 2024-03-12 04:53:19,480 - mmdet - INFO - Epoch [23][5450/7330] lr: 1.342e-05, eta: 1 day, 14:51:37, time: 1.428, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1606, s0.acc: 94.2871, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2283, s1.loss_cls: 0.0749, s1.acc: 94.5615, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1128, s2.loss_cls: 0.0373, s2.acc: 94.4153, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0530, loss: 1.1152 2024-03-12 04:54:34,372 - mmdet - INFO - Epoch [23][5500/7330] lr: 1.342e-05, eta: 1 day, 14:50:27, time: 1.498, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1677, s0.acc: 94.1770, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2307, s1.loss_cls: 0.0776, s1.acc: 94.4040, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1124, s2.loss_cls: 0.0382, s2.acc: 94.3464, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0527, loss: 1.1216 2024-03-12 04:55:44,892 - mmdet - INFO - Epoch [23][5550/7330] lr: 1.342e-05, eta: 1 day, 14:49:14, time: 1.410, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1544, s0.acc: 94.4956, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2291, s1.loss_cls: 0.0721, s1.acc: 94.6955, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1122, s2.loss_cls: 0.0358, s2.acc: 94.6735, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0525, loss: 1.0803 2024-03-12 04:56:57,699 - mmdet - INFO - Epoch [23][5600/7330] lr: 1.342e-05, eta: 1 day, 14:48:03, time: 1.456, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1638, s0.acc: 94.2590, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2287, s1.loss_cls: 0.0777, s1.acc: 94.4633, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1118, s2.loss_cls: 0.0389, s2.acc: 94.3189, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0528, loss: 1.1175 2024-03-12 04:58:10,460 - mmdet - INFO - Epoch [23][5650/7330] lr: 1.342e-05, eta: 1 day, 14:46:51, time: 1.455, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1561, s0.acc: 94.4890, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2283, s1.loss_cls: 0.0739, s1.acc: 94.6964, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1126, s2.loss_cls: 0.0370, s2.acc: 94.4941, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0533, loss: 1.0886 2024-03-12 04:59:23,706 - mmdet - INFO - Epoch [23][5700/7330] lr: 1.342e-05, eta: 1 day, 14:45:40, time: 1.465, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1583, s0.acc: 94.3772, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2251, s1.loss_cls: 0.0749, s1.acc: 94.5733, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1115, s2.loss_cls: 0.0379, s2.acc: 94.4152, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0527, loss: 1.1112 2024-03-12 05:00:40,404 - mmdet - INFO - Epoch [23][5750/7330] lr: 1.342e-05, eta: 1 day, 14:44:31, time: 1.534, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1616, s0.acc: 94.1780, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2291, s1.loss_cls: 0.0758, s1.acc: 94.4040, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1130, s2.loss_cls: 0.0381, s2.acc: 94.3146, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0529, loss: 1.1178 2024-03-12 05:01:47,471 - mmdet - INFO - Epoch [23][5800/7330] lr: 1.342e-05, eta: 1 day, 14:43:16, time: 1.342, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1564, s0.acc: 94.4778, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2315, s1.loss_cls: 0.0735, s1.acc: 94.6790, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1131, s2.loss_cls: 0.0363, s2.acc: 94.5338, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0531, loss: 1.0944 2024-03-12 05:03:01,518 - mmdet - INFO - Epoch [23][5850/7330] lr: 1.342e-05, eta: 1 day, 14:42:05, time: 1.481, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1614, s0.acc: 94.3330, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2241, s1.loss_cls: 0.0764, s1.acc: 94.4604, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1102, s2.loss_cls: 0.0384, s2.acc: 94.2903, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0517, loss: 1.0933 2024-03-12 05:04:12,236 - mmdet - INFO - Epoch [23][5900/7330] lr: 1.342e-05, eta: 1 day, 14:40:52, time: 1.414, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1603, s0.acc: 94.4236, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2331, s1.loss_cls: 0.0743, s1.acc: 94.6346, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1141, s2.loss_cls: 0.0371, s2.acc: 94.5345, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0532, loss: 1.1099 2024-03-12 05:05:25,309 - mmdet - INFO - Epoch [23][5950/7330] lr: 1.342e-05, eta: 1 day, 14:39:41, time: 1.462, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1597, s0.acc: 94.5679, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2252, s1.loss_cls: 0.0743, s1.acc: 94.8023, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1105, s2.loss_cls: 0.0371, s2.acc: 94.6869, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0520, loss: 1.0720 2024-03-12 05:06:36,150 - mmdet - INFO - Epoch [23][6000/7330] lr: 1.342e-05, eta: 1 day, 14:38:28, time: 1.417, data_time: 0.202, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1625, s0.acc: 94.3171, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2244, s1.loss_cls: 0.0772, s1.acc: 94.5153, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1106, s2.loss_cls: 0.0385, s2.acc: 94.4033, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0518, loss: 1.1011 2024-03-12 05:07:48,547 - mmdet - INFO - Epoch [23][6050/7330] lr: 1.342e-05, eta: 1 day, 14:37:16, time: 1.448, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1668, s0.acc: 94.1570, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2296, s1.loss_cls: 0.0791, s1.acc: 94.3125, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1115, s2.loss_cls: 0.0392, s2.acc: 94.2534, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0522, loss: 1.1162 2024-03-12 05:08:59,663 - mmdet - INFO - Epoch [23][6100/7330] lr: 1.342e-05, eta: 1 day, 14:36:04, time: 1.423, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1601, s0.acc: 94.3887, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2284, s1.loss_cls: 0.0757, s1.acc: 94.5776, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1115, s2.loss_cls: 0.0380, s2.acc: 94.3339, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0525, loss: 1.0957 2024-03-12 05:10:09,082 - mmdet - INFO - Epoch [23][6150/7330] lr: 1.342e-05, eta: 1 day, 14:34:51, time: 1.388, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1485, s0.acc: 94.7964, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2276, s1.loss_cls: 0.0707, s1.acc: 94.9461, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1125, s2.loss_cls: 0.0356, s2.acc: 94.7682, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0526, loss: 1.0587 2024-03-12 05:11:23,351 - mmdet - INFO - Epoch [23][6200/7330] lr: 1.342e-05, eta: 1 day, 14:33:40, time: 1.485, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1678, s0.acc: 94.0867, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2287, s1.loss_cls: 0.0798, s1.acc: 94.1767, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1127, s2.loss_cls: 0.0396, s2.acc: 94.0408, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0530, loss: 1.1270 2024-03-12 05:12:38,219 - mmdet - INFO - Epoch [23][6250/7330] lr: 1.342e-05, eta: 1 day, 14:32:29, time: 1.497, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1579, s0.acc: 94.4109, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2272, s1.loss_cls: 0.0747, s1.acc: 94.5994, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1114, s2.loss_cls: 0.0373, s2.acc: 94.5093, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0524, loss: 1.1021 2024-03-12 05:13:49,302 - mmdet - INFO - Epoch [23][6300/7330] lr: 1.342e-05, eta: 1 day, 14:31:17, time: 1.422, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1606, s0.acc: 94.3049, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2257, s1.loss_cls: 0.0757, s1.acc: 94.4508, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1103, s2.loss_cls: 0.0376, s2.acc: 94.3913, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0518, loss: 1.0907 2024-03-12 05:15:00,957 - mmdet - INFO - Epoch [23][6350/7330] lr: 1.342e-05, eta: 1 day, 14:30:05, time: 1.433, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1685, s0.acc: 94.0779, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2286, s1.loss_cls: 0.0792, s1.acc: 94.2728, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1115, s2.loss_cls: 0.0394, s2.acc: 94.0690, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0526, loss: 1.1262 2024-03-12 05:16:14,665 - mmdet - INFO - Epoch [23][6400/7330] lr: 1.342e-05, eta: 1 day, 14:28:54, time: 1.474, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1668, s0.acc: 94.2041, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2270, s1.loss_cls: 0.0781, s1.acc: 94.4440, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1103, s2.loss_cls: 0.0390, s2.acc: 94.3157, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0516, loss: 1.1227 2024-03-12 05:17:26,783 - mmdet - INFO - Epoch [23][6450/7330] lr: 1.342e-05, eta: 1 day, 14:27:42, time: 1.442, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1651, s0.acc: 94.1685, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2281, s1.loss_cls: 0.0770, s1.acc: 94.4299, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1117, s2.loss_cls: 0.0383, s2.acc: 94.2632, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0525, loss: 1.1170 2024-03-12 05:18:37,507 - mmdet - INFO - Epoch [23][6500/7330] lr: 1.342e-05, eta: 1 day, 14:26:29, time: 1.414, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1648, s0.acc: 94.2102, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2249, s1.loss_cls: 0.0768, s1.acc: 94.4580, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1102, s2.loss_cls: 0.0379, s2.acc: 94.3250, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0518, loss: 1.1089 2024-03-12 05:19:52,786 - mmdet - INFO - Epoch [23][6550/7330] lr: 1.342e-05, eta: 1 day, 14:25:19, time: 1.506, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1570, s0.acc: 94.4709, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2212, s1.loss_cls: 0.0743, s1.acc: 94.6526, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1087, s2.loss_cls: 0.0376, s2.acc: 94.5353, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0513, loss: 1.0730 2024-03-12 05:21:04,709 - mmdet - INFO - Epoch [23][6600/7330] lr: 1.342e-05, eta: 1 day, 14:24:07, time: 1.438, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1645, s0.acc: 94.1382, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2284, s1.loss_cls: 0.0777, s1.acc: 94.2872, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1122, s2.loss_cls: 0.0380, s2.acc: 94.2111, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0526, loss: 1.1195 2024-03-12 05:22:12,637 - mmdet - INFO - Epoch [23][6650/7330] lr: 1.342e-05, eta: 1 day, 14:22:53, time: 1.359, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1512, s0.acc: 94.7668, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2237, s1.loss_cls: 0.0708, s1.acc: 95.0234, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1112, s2.loss_cls: 0.0358, s2.acc: 94.7969, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0527, loss: 1.0670 2024-03-12 05:23:25,872 - mmdet - INFO - Epoch [23][6700/7330] lr: 1.342e-05, eta: 1 day, 14:21:41, time: 1.465, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1577, s0.acc: 94.3521, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2314, s1.loss_cls: 0.0739, s1.acc: 94.6174, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1119, s2.loss_cls: 0.0367, s2.acc: 94.5374, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0522, loss: 1.1024 2024-03-12 05:24:42,289 - mmdet - INFO - Epoch [23][6750/7330] lr: 1.342e-05, eta: 1 day, 14:20:32, time: 1.528, data_time: 0.215, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1637, s0.acc: 94.2756, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2259, s1.loss_cls: 0.0773, s1.acc: 94.4799, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1109, s2.loss_cls: 0.0384, s2.acc: 94.3948, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0524, loss: 1.0981 2024-03-12 05:25:53,362 - mmdet - INFO - Epoch [23][6800/7330] lr: 1.342e-05, eta: 1 day, 14:19:19, time: 1.421, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1646, s0.acc: 94.3438, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2272, s1.loss_cls: 0.0764, s1.acc: 94.5565, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1118, s2.loss_cls: 0.0381, s2.acc: 94.3996, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0527, loss: 1.0940 2024-03-12 05:27:05,341 - mmdet - INFO - Epoch [23][6850/7330] lr: 1.342e-05, eta: 1 day, 14:18:07, time: 1.440, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1518, s0.acc: 94.6816, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2209, s1.loss_cls: 0.0696, s1.acc: 94.9934, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1094, s2.loss_cls: 0.0347, s2.acc: 94.9439, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0515, loss: 1.0553 2024-03-12 05:28:23,053 - mmdet - INFO - Epoch [23][6900/7330] lr: 1.342e-05, eta: 1 day, 14:16:59, time: 1.554, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1611, s0.acc: 94.3452, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2222, s1.loss_cls: 0.0750, s1.acc: 94.5679, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1082, s2.loss_cls: 0.0375, s2.acc: 94.4882, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0512, loss: 1.0826 2024-03-12 05:29:34,755 - mmdet - INFO - Epoch [23][6950/7330] lr: 1.342e-05, eta: 1 day, 14:15:47, time: 1.434, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1557, s0.acc: 94.4739, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2213, s1.loss_cls: 0.0740, s1.acc: 94.6948, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1096, s2.loss_cls: 0.0362, s2.acc: 94.6475, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0515, loss: 1.0771 2024-03-12 05:30:47,555 - mmdet - INFO - Epoch [23][7000/7330] lr: 1.342e-05, eta: 1 day, 14:14:35, time: 1.456, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1519, s0.acc: 94.6675, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2215, s1.loss_cls: 0.0727, s1.acc: 94.7833, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1099, s2.loss_cls: 0.0363, s2.acc: 94.5940, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0521, loss: 1.0597 2024-03-12 05:31:56,950 - mmdet - INFO - Epoch [23][7050/7330] lr: 1.342e-05, eta: 1 day, 14:13:22, time: 1.388, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1616, s0.acc: 94.3994, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2276, s1.loss_cls: 0.0747, s1.acc: 94.6554, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1122, s2.loss_cls: 0.0375, s2.acc: 94.4861, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0525, loss: 1.1054 2024-03-12 05:33:10,747 - mmdet - INFO - Epoch [23][7100/7330] lr: 1.342e-05, eta: 1 day, 14:12:11, time: 1.476, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1454, s0.acc: 94.9231, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2218, s1.loss_cls: 0.0680, s1.acc: 95.1423, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1093, s2.loss_cls: 0.0340, s2.acc: 95.0311, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0515, loss: 1.0300 2024-03-12 05:34:23,279 - mmdet - INFO - Epoch [23][7150/7330] lr: 1.342e-05, eta: 1 day, 14:10:59, time: 1.451, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1483, s0.acc: 94.6765, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2182, s1.loss_cls: 0.0698, s1.acc: 94.8426, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1079, s2.loss_cls: 0.0352, s2.acc: 94.6249, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0510, loss: 1.0399 2024-03-12 05:35:33,139 - mmdet - INFO - Epoch [23][7200/7330] lr: 1.342e-05, eta: 1 day, 14:09:46, time: 1.397, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1668, s0.acc: 94.1250, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2277, s1.loss_cls: 0.0787, s1.acc: 94.4027, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1122, s2.loss_cls: 0.0393, s2.acc: 94.2351, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0529, loss: 1.1288 2024-03-12 05:36:50,861 - mmdet - INFO - Epoch [23][7250/7330] lr: 1.342e-05, eta: 1 day, 14:08:37, time: 1.554, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1671, s0.acc: 94.2856, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2279, s1.loss_cls: 0.0780, s1.acc: 94.4876, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1114, s2.loss_cls: 0.0388, s2.acc: 94.2891, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0523, loss: 1.1282 2024-03-12 05:37:57,932 - mmdet - INFO - Epoch [23][7300/7330] lr: 1.342e-05, eta: 1 day, 14:07:22, time: 1.342, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1520, s0.acc: 94.7175, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2258, s1.loss_cls: 0.0713, s1.acc: 94.8668, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1113, s2.loss_cls: 0.0359, s2.acc: 94.6923, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0519, loss: 1.0650 2024-03-12 05:38:35,925 - mmdet - INFO - Saving checkpoint at 23 epochs 2024-03-12 05:44:15,367 - mmdet - INFO - Evaluating bbox... 2024-03-12 05:44:46,722 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.493 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.680 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.535 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 ] = 0.533 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.459 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 ] = 0.767 2024-03-12 05:44:46,723 - mmdet - INFO - Evaluating segm... 2024-03-12 05:45:26,323 - 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 ] = 0.655 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 ] = 0.607 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 ] = 0.381 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 ] = 0.695 2024-03-12 05:45:26,909 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-12 05:45:26,913 - mmdet - INFO - Epoch(val) [23][1250] bbox_mAP: 0.4930, bbox_mAP_50: 0.6800, bbox_mAP_75: 0.5350, bbox_mAP_s: 0.3200, bbox_mAP_m: 0.5330, bbox_mAP_l: 0.6350, bbox_mAP_copypaste: 0.493 0.680 0.535 0.320 0.533 0.635, segm_mAP: 0.4260, segm_mAP_50: 0.6550, segm_mAP_75: 0.4570, segm_mAP_s: 0.2300, segm_mAP_m: 0.4590, segm_mAP_l: 0.6070, segm_mAP_copypaste: 0.426 0.655 0.457 0.230 0.459 0.607 2024-03-12 05:46:44,705 - mmdet - INFO - Epoch [24][50/7330] lr: 1.342e-05, eta: 1 day, 14:05:06, time: 1.547, data_time: 0.230, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1542, s0.acc: 94.4678, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2280, s1.loss_cls: 0.0722, s1.acc: 94.7270, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1124, s2.loss_cls: 0.0359, s2.acc: 94.6328, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0527, loss: 1.0813 2024-03-12 05:47:51,054 - mmdet - INFO - Epoch [24][100/7330] lr: 1.342e-05, eta: 1 day, 14:03:51, time: 1.327, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1546, s0.acc: 94.6218, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2240, s1.loss_cls: 0.0720, s1.acc: 94.8497, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1105, s2.loss_cls: 0.0361, s2.acc: 94.7040, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0519, loss: 1.0623 2024-03-12 05:49:06,577 - mmdet - INFO - Epoch [24][150/7330] lr: 1.342e-05, eta: 1 day, 14:02:41, time: 1.510, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1490, s0.acc: 94.7100, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2287, s1.loss_cls: 0.0695, s1.acc: 94.9348, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1123, s2.loss_cls: 0.0348, s2.acc: 94.8497, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0527, loss: 1.0682 2024-03-12 05:50:21,115 - mmdet - INFO - Epoch [24][200/7330] lr: 1.342e-05, eta: 1 day, 14:01:30, time: 1.491, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1593, s0.acc: 94.3098, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2230, s1.loss_cls: 0.0741, s1.acc: 94.5908, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1106, s2.loss_cls: 0.0372, s2.acc: 94.4793, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0519, loss: 1.0973 2024-03-12 05:51:34,644 - mmdet - INFO - Epoch [24][250/7330] lr: 1.342e-05, eta: 1 day, 14:00:19, time: 1.471, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1546, s0.acc: 94.5278, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2229, s1.loss_cls: 0.0719, s1.acc: 94.7265, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1095, s2.loss_cls: 0.0360, s2.acc: 94.5905, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0515, loss: 1.0791 2024-03-12 05:52:46,658 - mmdet - INFO - Epoch [24][300/7330] lr: 1.342e-05, eta: 1 day, 13:59:07, time: 1.440, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1590, s0.acc: 94.4568, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2254, s1.loss_cls: 0.0751, s1.acc: 94.5940, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1111, s2.loss_cls: 0.0376, s2.acc: 94.4978, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0524, loss: 1.0886 2024-03-12 05:53:57,037 - mmdet - INFO - Epoch [24][350/7330] lr: 1.342e-05, eta: 1 day, 13:57:54, time: 1.408, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1505, s0.acc: 94.6616, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2249, s1.loss_cls: 0.0695, s1.acc: 94.9460, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1107, s2.loss_cls: 0.0350, s2.acc: 94.6819, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0521, loss: 1.0616 2024-03-12 05:55:05,164 - mmdet - INFO - Epoch [24][400/7330] lr: 1.342e-05, eta: 1 day, 13:56:40, time: 1.363, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1502, s0.acc: 94.7285, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2233, s1.loss_cls: 0.0701, s1.acc: 94.9214, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1102, s2.loss_cls: 0.0347, s2.acc: 94.8073, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0515, loss: 1.0633 2024-03-12 05:56:18,527 - mmdet - INFO - Epoch [24][450/7330] lr: 1.342e-05, eta: 1 day, 13:55:29, time: 1.467, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1587, s0.acc: 94.5232, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2309, s1.loss_cls: 0.0738, s1.acc: 94.7615, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1120, s2.loss_cls: 0.0368, s2.acc: 94.7227, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0524, loss: 1.0999 2024-03-12 05:57:33,367 - mmdet - INFO - Epoch [24][500/7330] lr: 1.342e-05, eta: 1 day, 13:54:18, time: 1.497, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1488, s0.acc: 94.8120, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2207, s1.loss_cls: 0.0688, s1.acc: 95.0834, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1070, s2.loss_cls: 0.0339, s2.acc: 94.9889, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0505, loss: 1.0353 2024-03-12 05:58:47,117 - mmdet - INFO - Epoch [24][550/7330] lr: 1.342e-05, eta: 1 day, 13:53:07, time: 1.475, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1530, s0.acc: 94.5532, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2270, s1.loss_cls: 0.0717, s1.acc: 94.8147, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1114, s2.loss_cls: 0.0356, s2.acc: 94.6973, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0520, loss: 1.0719 2024-03-12 06:00:01,578 - mmdet - INFO - Epoch [24][600/7330] lr: 1.342e-05, eta: 1 day, 13:51:57, time: 1.489, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1609, s0.acc: 94.3757, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2244, s1.loss_cls: 0.0747, s1.acc: 94.5885, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1089, s2.loss_cls: 0.0375, s2.acc: 94.4652, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0510, loss: 1.0944 2024-03-12 06:01:16,762 - mmdet - INFO - Epoch [24][650/7330] lr: 1.342e-05, eta: 1 day, 13:50:47, time: 1.504, data_time: 0.220, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1640, s0.acc: 94.1416, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2292, s1.loss_cls: 0.0763, s1.acc: 94.4134, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1118, s2.loss_cls: 0.0379, s2.acc: 94.2557, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0529, loss: 1.1131 2024-03-12 06:02:32,261 - mmdet - INFO - Epoch [24][700/7330] lr: 1.342e-05, eta: 1 day, 13:49:37, time: 1.510, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1561, s0.acc: 94.4851, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2257, s1.loss_cls: 0.0728, s1.acc: 94.7214, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1105, s2.loss_cls: 0.0364, s2.acc: 94.5680, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0523, loss: 1.0878 2024-03-12 06:03:46,700 - mmdet - INFO - Epoch [24][750/7330] lr: 1.342e-05, eta: 1 day, 13:48:26, time: 1.489, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1606, s0.acc: 94.2920, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2276, s1.loss_cls: 0.0748, s1.acc: 94.5515, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1113, s2.loss_cls: 0.0375, s2.acc: 94.4270, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0525, loss: 1.0984 2024-03-12 06:05:03,111 - mmdet - INFO - Epoch [24][800/7330] lr: 1.342e-05, eta: 1 day, 13:47:16, time: 1.528, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1517, s0.acc: 94.6775, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2270, s1.loss_cls: 0.0719, s1.acc: 94.8297, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1111, s2.loss_cls: 0.0357, s2.acc: 94.6529, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0521, loss: 1.0629 2024-03-12 06:06:16,137 - mmdet - INFO - Epoch [24][850/7330] lr: 1.342e-05, eta: 1 day, 13:46:05, time: 1.461, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1594, s0.acc: 94.3652, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2358, s1.loss_cls: 0.0748, s1.acc: 94.5673, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1162, s2.loss_cls: 0.0380, s2.acc: 94.2264, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0545, loss: 1.1253 2024-03-12 06:07:29,574 - mmdet - INFO - Epoch [24][900/7330] lr: 1.342e-05, eta: 1 day, 13:44:54, time: 1.469, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1548, s0.acc: 94.5420, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2273, s1.loss_cls: 0.0718, s1.acc: 94.6954, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1115, s2.loss_cls: 0.0355, s2.acc: 94.6185, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0523, loss: 1.0782 2024-03-12 06:08:43,196 - mmdet - INFO - Epoch [24][950/7330] lr: 1.342e-05, eta: 1 day, 13:43:43, time: 1.472, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1500, s0.acc: 94.6135, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2225, s1.loss_cls: 0.0697, s1.acc: 94.9389, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1095, s2.loss_cls: 0.0349, s2.acc: 94.7802, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0516, loss: 1.0496 2024-03-12 06:09:55,737 - mmdet - INFO - Epoch [24][1000/7330] lr: 1.342e-05, eta: 1 day, 13:42:31, time: 1.451, data_time: 0.118, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1543, s0.acc: 94.5667, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2190, s1.loss_cls: 0.0715, s1.acc: 94.8390, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1083, s2.loss_cls: 0.0356, s2.acc: 94.7481, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0512, loss: 1.0579 2024-03-12 06:11:11,531 - mmdet - INFO - Epoch [24][1050/7330] lr: 1.342e-05, eta: 1 day, 13:41:21, time: 1.516, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1578, s0.acc: 94.3811, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2345, s1.loss_cls: 0.0737, s1.acc: 94.6374, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1152, s2.loss_cls: 0.0365, s2.acc: 94.5400, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0540, loss: 1.1121 2024-03-12 06:12:22,561 - mmdet - INFO - Epoch [24][1100/7330] lr: 1.342e-05, eta: 1 day, 13:40:09, time: 1.421, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1462, s0.acc: 94.9446, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2203, s1.loss_cls: 0.0687, s1.acc: 95.0846, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1080, s2.loss_cls: 0.0339, s2.acc: 95.0416, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0509, loss: 1.0259 2024-03-12 06:13:39,292 - mmdet - INFO - Epoch [24][1150/7330] lr: 1.342e-05, eta: 1 day, 13:38:59, time: 1.535, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1460, s0.acc: 94.7356, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2244, s1.loss_cls: 0.0693, s1.acc: 94.9057, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1094, s2.loss_cls: 0.0346, s2.acc: 94.8026, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0510, loss: 1.0455 2024-03-12 06:14:49,971 - mmdet - INFO - Epoch [24][1200/7330] lr: 1.342e-05, eta: 1 day, 13:37:47, time: 1.414, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1576, s0.acc: 94.3762, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2264, s1.loss_cls: 0.0727, s1.acc: 94.6592, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1108, s2.loss_cls: 0.0357, s2.acc: 94.6230, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0522, loss: 1.0893 2024-03-12 06:16:07,213 - mmdet - INFO - Epoch [24][1250/7330] lr: 1.342e-05, eta: 1 day, 13:36:38, time: 1.545, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1630, s0.acc: 94.2222, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2330, s1.loss_cls: 0.0762, s1.acc: 94.4777, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1139, s2.loss_cls: 0.0381, s2.acc: 94.3396, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0530, loss: 1.1302 2024-03-12 06:17:19,410 - mmdet - INFO - Epoch [24][1300/7330] lr: 1.342e-05, eta: 1 day, 13:35:26, time: 1.444, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1529, s0.acc: 94.6418, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2224, s1.loss_cls: 0.0707, s1.acc: 94.9909, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1083, s2.loss_cls: 0.0346, s2.acc: 94.9528, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0511, loss: 1.0575 2024-03-12 06:18:32,607 - mmdet - INFO - Epoch [24][1350/7330] lr: 1.342e-05, eta: 1 day, 13:34:14, time: 1.464, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1624, s0.acc: 94.2683, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2271, s1.loss_cls: 0.0752, s1.acc: 94.5321, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1112, s2.loss_cls: 0.0373, s2.acc: 94.4665, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0521, loss: 1.1143 2024-03-12 06:19:44,145 - mmdet - INFO - Epoch [24][1400/7330] lr: 1.342e-05, eta: 1 day, 13:33:02, time: 1.431, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1486, s0.acc: 94.6409, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2247, s1.loss_cls: 0.0693, s1.acc: 94.8968, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1110, s2.loss_cls: 0.0347, s2.acc: 94.7033, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0523, loss: 1.0577 2024-03-12 06:20:58,150 - mmdet - INFO - Epoch [24][1450/7330] lr: 1.342e-05, eta: 1 day, 13:31:51, time: 1.480, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1545, s0.acc: 94.5410, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2272, s1.loss_cls: 0.0727, s1.acc: 94.7309, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1108, s2.loss_cls: 0.0364, s2.acc: 94.5493, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0521, loss: 1.0813 2024-03-12 06:22:08,217 - mmdet - INFO - Epoch [24][1500/7330] lr: 1.342e-05, eta: 1 day, 13:30:38, time: 1.401, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1585, s0.acc: 94.4248, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2259, s1.loss_cls: 0.0737, s1.acc: 94.6390, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1107, s2.loss_cls: 0.0367, s2.acc: 94.5167, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0518, loss: 1.0810 2024-03-12 06:23:18,199 - mmdet - INFO - Epoch [24][1550/7330] lr: 1.342e-05, eta: 1 day, 13:29:25, time: 1.400, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1617, s0.acc: 94.2881, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2254, s1.loss_cls: 0.0751, s1.acc: 94.5785, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1102, s2.loss_cls: 0.0370, s2.acc: 94.4838, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0518, loss: 1.1000 2024-03-12 06:24:28,502 - mmdet - INFO - Epoch [24][1600/7330] lr: 1.342e-05, eta: 1 day, 13:28:12, time: 1.406, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1649, s0.acc: 94.2520, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2272, s1.loss_cls: 0.0763, s1.acc: 94.5291, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1119, s2.loss_cls: 0.0378, s2.acc: 94.3263, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0525, loss: 1.1094 2024-03-12 06:25:46,027 - mmdet - INFO - Epoch [24][1650/7330] lr: 1.342e-05, eta: 1 day, 13:27:03, time: 1.550, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1565, s0.acc: 94.3884, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2243, s1.loss_cls: 0.0734, s1.acc: 94.5728, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1108, s2.loss_cls: 0.0370, s2.acc: 94.3308, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0522, loss: 1.0978 2024-03-12 06:26:54,035 - mmdet - INFO - Epoch [24][1700/7330] lr: 1.342e-05, eta: 1 day, 13:25:49, time: 1.360, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1565, s0.acc: 94.4719, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2217, s1.loss_cls: 0.0742, s1.acc: 94.6817, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1091, s2.loss_cls: 0.0366, s2.acc: 94.6044, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0515, loss: 1.0733 2024-03-12 06:28:03,946 - mmdet - INFO - Epoch [24][1750/7330] lr: 1.342e-05, eta: 1 day, 13:24:36, time: 1.398, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1570, s0.acc: 94.4509, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2267, s1.loss_cls: 0.0730, s1.acc: 94.7661, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1111, s2.loss_cls: 0.0361, s2.acc: 94.6957, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0521, loss: 1.0807 2024-03-12 06:29:12,908 - mmdet - INFO - Epoch [24][1800/7330] lr: 1.342e-05, eta: 1 day, 13:23:22, time: 1.379, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1557, s0.acc: 94.5176, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2304, s1.loss_cls: 0.0717, s1.acc: 94.8219, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1129, s2.loss_cls: 0.0359, s2.acc: 94.7073, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0531, loss: 1.0911 2024-03-12 06:30:25,639 - mmdet - INFO - Epoch [24][1850/7330] lr: 1.342e-05, eta: 1 day, 13:22:11, time: 1.455, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1576, s0.acc: 94.4763, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2254, s1.loss_cls: 0.0730, s1.acc: 94.7959, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1113, s2.loss_cls: 0.0358, s2.acc: 94.6897, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0521, loss: 1.0897 2024-03-12 06:31:37,800 - mmdet - INFO - Epoch [24][1900/7330] lr: 1.342e-05, eta: 1 day, 13:20:59, time: 1.443, data_time: 0.105, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1621, s0.acc: 94.3904, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2333, s1.loss_cls: 0.0755, s1.acc: 94.5208, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1143, s2.loss_cls: 0.0376, s2.acc: 94.4306, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0539, loss: 1.1132 2024-03-12 06:32:47,634 - mmdet - INFO - Epoch [24][1950/7330] lr: 1.342e-05, eta: 1 day, 13:19:46, time: 1.396, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1570, s0.acc: 94.5251, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2251, s1.loss_cls: 0.0738, s1.acc: 94.7125, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1108, s2.loss_cls: 0.0361, s2.acc: 94.6803, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0517, loss: 1.0788 2024-03-12 06:33:59,603 - mmdet - INFO - Epoch [24][2000/7330] lr: 1.342e-05, eta: 1 day, 13:18:34, time: 1.440, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1542, s0.acc: 94.5879, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2233, s1.loss_cls: 0.0724, s1.acc: 94.7446, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1099, s2.loss_cls: 0.0365, s2.acc: 94.5228, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0515, loss: 1.0677 2024-03-12 06:35:12,575 - mmdet - INFO - Epoch [24][2050/7330] lr: 1.342e-05, eta: 1 day, 13:17:22, time: 1.459, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1648, s0.acc: 94.1831, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2322, s1.loss_cls: 0.0764, s1.acc: 94.5777, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1128, s2.loss_cls: 0.0381, s2.acc: 94.3633, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0534, loss: 1.1237 2024-03-12 06:36:24,535 - mmdet - INFO - Epoch [24][2100/7330] lr: 1.342e-05, eta: 1 day, 13:16:10, time: 1.439, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1608, s0.acc: 94.3174, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2331, s1.loss_cls: 0.0770, s1.acc: 94.5278, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1122, s2.loss_cls: 0.0384, s2.acc: 94.2164, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0525, loss: 1.1080 2024-03-12 06:37:35,502 - mmdet - INFO - Epoch [24][2150/7330] lr: 1.342e-05, eta: 1 day, 13:14:58, time: 1.419, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1547, s0.acc: 94.5635, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2245, s1.loss_cls: 0.0729, s1.acc: 94.7707, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1095, s2.loss_cls: 0.0367, s2.acc: 94.5844, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0518, loss: 1.0667 2024-03-12 06:38:47,357 - mmdet - INFO - Epoch [24][2200/7330] lr: 1.342e-05, eta: 1 day, 13:13:46, time: 1.437, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1542, s0.acc: 94.4668, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2234, s1.loss_cls: 0.0733, s1.acc: 94.5121, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1096, s2.loss_cls: 0.0363, s2.acc: 94.4627, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0515, loss: 1.0812 2024-03-12 06:39:59,870 - mmdet - INFO - Epoch [24][2250/7330] lr: 1.342e-05, eta: 1 day, 13:12:34, time: 1.450, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1572, s0.acc: 94.5266, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2269, s1.loss_cls: 0.0724, s1.acc: 94.8088, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1113, s2.loss_cls: 0.0361, s2.acc: 94.7505, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0520, loss: 1.0823 2024-03-12 06:41:12,716 - mmdet - INFO - Epoch [24][2300/7330] lr: 1.342e-05, eta: 1 day, 13:11:22, time: 1.457, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1538, s0.acc: 94.5881, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2222, s1.loss_cls: 0.0710, s1.acc: 94.8157, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1091, s2.loss_cls: 0.0359, s2.acc: 94.5441, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0512, loss: 1.0688 2024-03-12 06:42:22,534 - mmdet - INFO - Epoch [24][2350/7330] lr: 1.342e-05, eta: 1 day, 13:10:09, time: 1.396, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1568, s0.acc: 94.4207, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2216, s1.loss_cls: 0.0733, s1.acc: 94.6620, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1080, s2.loss_cls: 0.0364, s2.acc: 94.6549, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0507, loss: 1.0655 2024-03-12 06:43:35,765 - mmdet - INFO - Epoch [24][2400/7330] lr: 1.342e-05, eta: 1 day, 13:08:58, time: 1.465, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1564, s0.acc: 94.4177, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2297, s1.loss_cls: 0.0729, s1.acc: 94.6286, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1121, s2.loss_cls: 0.0366, s2.acc: 94.5201, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0528, loss: 1.1012 2024-03-12 06:44:45,077 - mmdet - INFO - Epoch [24][2450/7330] lr: 1.342e-05, eta: 1 day, 13:07:44, time: 1.386, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1588, s0.acc: 94.3611, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2246, s1.loss_cls: 0.0749, s1.acc: 94.6192, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1104, s2.loss_cls: 0.0369, s2.acc: 94.5675, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0523, loss: 1.0947 2024-03-12 06:45:56,992 - mmdet - INFO - Epoch [24][2500/7330] lr: 1.342e-05, eta: 1 day, 13:06:32, time: 1.438, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1585, s0.acc: 94.4670, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2308, s1.loss_cls: 0.0736, s1.acc: 94.6764, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1113, s2.loss_cls: 0.0366, s2.acc: 94.6388, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0518, loss: 1.0830 2024-03-12 06:47:11,575 - mmdet - INFO - Epoch [24][2550/7330] lr: 1.342e-05, eta: 1 day, 13:05:22, time: 1.492, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1566, s0.acc: 94.4338, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2277, s1.loss_cls: 0.0748, s1.acc: 94.6437, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1112, s2.loss_cls: 0.0370, s2.acc: 94.5777, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0520, loss: 1.0873 2024-03-12 06:48:23,963 - mmdet - INFO - Epoch [24][2600/7330] lr: 1.342e-05, eta: 1 day, 13:04:10, time: 1.448, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1595, s0.acc: 94.4277, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2249, s1.loss_cls: 0.0749, s1.acc: 94.6482, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1112, s2.loss_cls: 0.0373, s2.acc: 94.4324, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0521, loss: 1.0902 2024-03-12 06:49:35,781 - mmdet - INFO - Epoch [24][2650/7330] lr: 1.342e-05, eta: 1 day, 13:02:58, time: 1.436, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1558, s0.acc: 94.4543, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2238, s1.loss_cls: 0.0736, s1.acc: 94.5906, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1100, s2.loss_cls: 0.0372, s2.acc: 94.4255, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0519, loss: 1.0833 2024-03-12 06:50:49,324 - mmdet - INFO - Epoch [24][2700/7330] lr: 1.342e-05, eta: 1 day, 13:01:47, time: 1.471, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1615, s0.acc: 94.2898, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2288, s1.loss_cls: 0.0756, s1.acc: 94.4859, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1124, s2.loss_cls: 0.0377, s2.acc: 94.2694, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0521, loss: 1.1011 2024-03-12 06:52:02,616 - mmdet - INFO - Epoch [24][2750/7330] lr: 1.342e-05, eta: 1 day, 13:00:36, time: 1.466, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1564, s0.acc: 94.5796, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2246, s1.loss_cls: 0.0737, s1.acc: 94.7796, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1104, s2.loss_cls: 0.0369, s2.acc: 94.5976, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0519, loss: 1.0744 2024-03-12 06:53:15,876 - mmdet - INFO - Epoch [24][2800/7330] lr: 1.342e-05, eta: 1 day, 12:59:24, time: 1.465, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1556, s0.acc: 94.5027, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2324, s1.loss_cls: 0.0730, s1.acc: 94.7676, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1131, s2.loss_cls: 0.0365, s2.acc: 94.6096, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0531, loss: 1.0916 2024-03-12 06:54:27,361 - mmdet - INFO - Epoch [24][2850/7330] lr: 1.342e-05, eta: 1 day, 12:58:12, time: 1.430, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1568, s0.acc: 94.4458, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2287, s1.loss_cls: 0.0745, s1.acc: 94.6036, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1122, s2.loss_cls: 0.0376, s2.acc: 94.3013, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0530, loss: 1.0876 2024-03-12 06:55:38,875 - mmdet - INFO - Epoch [24][2900/7330] lr: 1.342e-05, eta: 1 day, 12:57:00, time: 1.430, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1519, s0.acc: 94.7507, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2212, s1.loss_cls: 0.0700, s1.acc: 95.0710, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1089, s2.loss_cls: 0.0346, s2.acc: 94.9815, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0516, loss: 1.0545 2024-03-12 06:56:55,180 - mmdet - INFO - Epoch [24][2950/7330] lr: 1.342e-05, eta: 1 day, 12:55:50, time: 1.526, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1512, s0.acc: 94.7200, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2219, s1.loss_cls: 0.0704, s1.acc: 94.8871, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1088, s2.loss_cls: 0.0354, s2.acc: 94.7469, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0511, loss: 1.0524 2024-03-12 06:58:05,958 - mmdet - INFO - Epoch [24][3000/7330] lr: 1.342e-05, eta: 1 day, 12:54:37, time: 1.416, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1403, s0.acc: 95.0681, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2196, s1.loss_cls: 0.0663, s1.acc: 95.2517, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1087, s2.loss_cls: 0.0334, s2.acc: 95.0489, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0512, loss: 1.0123 2024-03-12 06:59:22,432 - mmdet - INFO - Epoch [24][3050/7330] lr: 1.342e-05, eta: 1 day, 12:53:28, time: 1.529, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1585, s0.acc: 94.4492, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2228, s1.loss_cls: 0.0734, s1.acc: 94.6850, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1087, s2.loss_cls: 0.0369, s2.acc: 94.5482, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0512, loss: 1.0781 2024-03-12 07:00:34,504 - mmdet - INFO - Epoch [24][3100/7330] lr: 1.342e-05, eta: 1 day, 12:52:16, time: 1.441, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1558, s0.acc: 94.4836, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2233, s1.loss_cls: 0.0722, s1.acc: 94.7696, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1096, s2.loss_cls: 0.0361, s2.acc: 94.6306, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0511, loss: 1.0846 2024-03-12 07:01:48,789 - mmdet - INFO - Epoch [24][3150/7330] lr: 1.342e-05, eta: 1 day, 12:51:05, time: 1.486, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1573, s0.acc: 94.4639, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2321, s1.loss_cls: 0.0743, s1.acc: 94.6164, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1134, s2.loss_cls: 0.0364, s2.acc: 94.5205, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0529, loss: 1.0961 2024-03-12 07:03:01,955 - mmdet - INFO - Epoch [24][3200/7330] lr: 1.342e-05, eta: 1 day, 12:49:54, time: 1.464, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1662, s0.acc: 94.1675, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2286, s1.loss_cls: 0.0769, s1.acc: 94.5324, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1114, s2.loss_cls: 0.0385, s2.acc: 94.4103, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0525, loss: 1.1182 2024-03-12 07:04:16,963 - mmdet - INFO - Epoch [24][3250/7330] lr: 1.342e-05, eta: 1 day, 12:48:43, time: 1.500, data_time: 0.244, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1601, s0.acc: 94.3962, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2298, s1.loss_cls: 0.0757, s1.acc: 94.5904, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1127, s2.loss_cls: 0.0371, s2.acc: 94.4991, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0527, loss: 1.1016 2024-03-12 07:05:27,937 - mmdet - INFO - Epoch [24][3300/7330] lr: 1.342e-05, eta: 1 day, 12:47:31, time: 1.419, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1481, s0.acc: 94.6970, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2200, s1.loss_cls: 0.0706, s1.acc: 94.8367, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1078, s2.loss_cls: 0.0354, s2.acc: 94.7174, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0507, loss: 1.0447 2024-03-12 07:06:42,208 - mmdet - INFO - Epoch [24][3350/7330] lr: 1.342e-05, eta: 1 day, 12:46:20, time: 1.485, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1666, s0.acc: 94.1685, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2339, s1.loss_cls: 0.0781, s1.acc: 94.3673, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1134, s2.loss_cls: 0.0392, s2.acc: 94.1535, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0531, loss: 1.1290 2024-03-12 07:07:52,955 - mmdet - INFO - Epoch [24][3400/7330] lr: 1.342e-05, eta: 1 day, 12:45:07, time: 1.415, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1577, s0.acc: 94.4204, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2234, s1.loss_cls: 0.0741, s1.acc: 94.6093, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1094, s2.loss_cls: 0.0368, s2.acc: 94.5177, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0513, loss: 1.0765 2024-03-12 07:09:03,321 - mmdet - INFO - Epoch [24][3450/7330] lr: 1.342e-05, eta: 1 day, 12:43:55, time: 1.407, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1533, s0.acc: 94.5759, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2237, s1.loss_cls: 0.0714, s1.acc: 94.8554, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1095, s2.loss_cls: 0.0356, s2.acc: 94.7675, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0515, loss: 1.0693 2024-03-12 07:10:14,850 - mmdet - INFO - Epoch [24][3500/7330] lr: 1.342e-05, eta: 1 day, 12:42:42, time: 1.431, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1611, s0.acc: 94.4260, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2277, s1.loss_cls: 0.0752, s1.acc: 94.6164, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1113, s2.loss_cls: 0.0371, s2.acc: 94.4948, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0524, loss: 1.0907 2024-03-12 07:11:20,392 - mmdet - INFO - Epoch [24][3550/7330] lr: 1.342e-05, eta: 1 day, 12:41:27, time: 1.311, data_time: 0.119, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1504, s0.acc: 94.6904, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2278, s1.loss_cls: 0.0713, s1.acc: 94.9063, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1118, s2.loss_cls: 0.0358, s2.acc: 94.8282, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0528, loss: 1.0646 2024-03-12 07:12:32,454 - mmdet - INFO - Epoch [24][3600/7330] lr: 1.342e-05, eta: 1 day, 12:40:15, time: 1.441, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1562, s0.acc: 94.5146, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2281, s1.loss_cls: 0.0725, s1.acc: 94.7705, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1121, s2.loss_cls: 0.0363, s2.acc: 94.6481, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0529, loss: 1.0949 2024-03-12 07:13:44,597 - mmdet - INFO - Epoch [24][3650/7330] lr: 1.342e-05, eta: 1 day, 12:39:03, time: 1.443, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1495, s0.acc: 94.6833, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2333, s1.loss_cls: 0.0705, s1.acc: 94.9200, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1129, s2.loss_cls: 0.0351, s2.acc: 94.8088, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0528, loss: 1.0769 2024-03-12 07:14:55,938 - mmdet - INFO - Epoch [24][3700/7330] lr: 1.342e-05, eta: 1 day, 12:37:51, time: 1.427, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1571, s0.acc: 94.4861, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2254, s1.loss_cls: 0.0732, s1.acc: 94.7547, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1102, s2.loss_cls: 0.0360, s2.acc: 94.6657, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0519, loss: 1.0750 2024-03-12 07:16:06,942 - mmdet - INFO - Epoch [24][3750/7330] lr: 1.342e-05, eta: 1 day, 12:36:38, time: 1.420, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1591, s0.acc: 94.4219, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2310, s1.loss_cls: 0.0751, s1.acc: 94.6218, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1130, s2.loss_cls: 0.0377, s2.acc: 94.4508, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0530, loss: 1.0947 2024-03-12 07:17:26,537 - mmdet - INFO - Epoch [24][3800/7330] lr: 1.342e-05, eta: 1 day, 12:35:30, time: 1.592, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1581, s0.acc: 94.4294, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2220, s1.loss_cls: 0.0740, s1.acc: 94.6748, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1087, s2.loss_cls: 0.0372, s2.acc: 94.5563, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0513, loss: 1.0793 2024-03-12 07:18:39,102 - mmdet - INFO - Epoch [24][3850/7330] lr: 1.342e-05, eta: 1 day, 12:34:19, time: 1.451, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1620, s0.acc: 94.3921, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2303, s1.loss_cls: 0.0765, s1.acc: 94.5847, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1131, s2.loss_cls: 0.0382, s2.acc: 94.5526, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0532, loss: 1.1050 2024-03-12 07:19:52,938 - mmdet - INFO - Epoch [24][3900/7330] lr: 1.342e-05, eta: 1 day, 12:33:08, time: 1.477, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1487, s0.acc: 94.6948, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2258, s1.loss_cls: 0.0697, s1.acc: 94.9857, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1115, s2.loss_cls: 0.0347, s2.acc: 94.7457, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0527, loss: 1.0660 2024-03-12 07:21:02,415 - mmdet - INFO - Epoch [24][3950/7330] lr: 1.342e-05, eta: 1 day, 12:31:54, time: 1.390, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1492, s0.acc: 94.6946, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2247, s1.loss_cls: 0.0696, s1.acc: 94.8747, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1105, s2.loss_cls: 0.0351, s2.acc: 94.6888, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0517, loss: 1.0557 2024-03-12 07:22:14,460 - mmdet - INFO - Epoch [24][4000/7330] lr: 1.342e-05, eta: 1 day, 12:30:42, time: 1.441, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1536, s0.acc: 94.6855, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2236, s1.loss_cls: 0.0715, s1.acc: 94.9528, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1104, s2.loss_cls: 0.0357, s2.acc: 94.7853, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0521, loss: 1.0633 2024-03-12 07:23:25,100 - mmdet - INFO - Epoch [24][4050/7330] lr: 1.342e-05, eta: 1 day, 12:29:30, time: 1.413, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1582, s0.acc: 94.5288, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2245, s1.loss_cls: 0.0729, s1.acc: 94.8178, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1101, s2.loss_cls: 0.0365, s2.acc: 94.6404, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0515, loss: 1.0821 2024-03-12 07:24:37,594 - mmdet - INFO - Epoch [24][4100/7330] lr: 1.342e-05, eta: 1 day, 12:28:18, time: 1.450, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1574, s0.acc: 94.4460, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2259, s1.loss_cls: 0.0737, s1.acc: 94.6875, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1094, s2.loss_cls: 0.0363, s2.acc: 94.6493, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0513, loss: 1.0852 2024-03-12 07:25:48,856 - mmdet - INFO - Epoch [24][4150/7330] lr: 1.342e-05, eta: 1 day, 12:27:05, time: 1.425, data_time: 0.259, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1558, s0.acc: 94.4697, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2242, s1.loss_cls: 0.0737, s1.acc: 94.6423, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1088, s2.loss_cls: 0.0364, s2.acc: 94.5859, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0513, loss: 1.0731 2024-03-12 07:27:03,866 - mmdet - INFO - Epoch [24][4200/7330] lr: 1.342e-05, eta: 1 day, 12:25:55, time: 1.500, data_time: 0.223, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1579, s0.acc: 94.4060, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2299, s1.loss_cls: 0.0733, s1.acc: 94.6741, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1134, s2.loss_cls: 0.0365, s2.acc: 94.5336, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0533, loss: 1.0910 2024-03-12 07:28:16,082 - mmdet - INFO - Epoch [24][4250/7330] lr: 1.342e-05, eta: 1 day, 12:24:43, time: 1.445, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1659, s0.acc: 94.2410, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2399, s1.loss_cls: 0.0767, s1.acc: 94.5595, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1169, s2.loss_cls: 0.0376, s2.acc: 94.4501, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0548, loss: 1.1378 2024-03-12 07:29:31,401 - mmdet - INFO - Epoch [24][4300/7330] lr: 1.342e-05, eta: 1 day, 12:23:33, time: 1.506, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1517, s0.acc: 94.5989, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2261, s1.loss_cls: 0.0700, s1.acc: 94.9259, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1110, s2.loss_cls: 0.0354, s2.acc: 94.7111, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0522, loss: 1.0671 2024-03-12 07:30:48,863 - mmdet - INFO - Epoch [24][4350/7330] lr: 1.342e-05, eta: 1 day, 12:22:24, time: 1.549, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1643, s0.acc: 94.2156, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2310, s1.loss_cls: 0.0779, s1.acc: 94.3543, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1125, s2.loss_cls: 0.0387, s2.acc: 94.2508, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0528, loss: 1.1147 2024-03-12 07:31:56,614 - mmdet - INFO - Epoch [24][4400/7330] lr: 1.342e-05, eta: 1 day, 12:21:10, time: 1.355, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1551, s0.acc: 94.5039, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2293, s1.loss_cls: 0.0719, s1.acc: 94.7902, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1122, s2.loss_cls: 0.0352, s2.acc: 94.6763, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0525, loss: 1.0810 2024-03-12 07:33:08,314 - mmdet - INFO - Epoch [24][4450/7330] lr: 1.342e-05, eta: 1 day, 12:19:57, time: 1.434, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1459, s0.acc: 94.8499, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2185, s1.loss_cls: 0.0680, s1.acc: 95.1114, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1076, s2.loss_cls: 0.0335, s2.acc: 95.0753, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0509, loss: 1.0367 2024-03-12 07:34:17,769 - mmdet - INFO - Epoch [24][4500/7330] lr: 1.342e-05, eta: 1 day, 12:18:44, time: 1.389, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1589, s0.acc: 94.4282, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2268, s1.loss_cls: 0.0745, s1.acc: 94.6767, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1122, s2.loss_cls: 0.0371, s2.acc: 94.5066, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0527, loss: 1.0963 2024-03-12 07:35:26,772 - mmdet - INFO - Epoch [24][4550/7330] lr: 1.342e-05, eta: 1 day, 12:17:31, time: 1.380, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1603, s0.acc: 94.4104, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2281, s1.loss_cls: 0.0752, s1.acc: 94.6681, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1117, s2.loss_cls: 0.0375, s2.acc: 94.4873, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0530, loss: 1.1013 2024-03-12 07:36:35,636 - mmdet - INFO - Epoch [24][4600/7330] lr: 1.342e-05, eta: 1 day, 12:16:17, time: 1.377, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1516, s0.acc: 94.7717, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2272, s1.loss_cls: 0.0706, s1.acc: 94.9091, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1114, s2.loss_cls: 0.0354, s2.acc: 94.8022, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0525, loss: 1.0674 2024-03-12 07:37:48,073 - mmdet - INFO - Epoch [24][4650/7330] lr: 1.342e-05, eta: 1 day, 12:15:05, time: 1.449, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1580, s0.acc: 94.3711, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2253, s1.loss_cls: 0.0742, s1.acc: 94.5517, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1110, s2.loss_cls: 0.0369, s2.acc: 94.3291, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0520, loss: 1.0865 2024-03-12 07:39:00,887 - mmdet - INFO - Epoch [24][4700/7330] lr: 1.342e-05, eta: 1 day, 12:13:54, time: 1.456, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1571, s0.acc: 94.4482, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2277, s1.loss_cls: 0.0731, s1.acc: 94.7524, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1113, s2.loss_cls: 0.0366, s2.acc: 94.5776, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0524, loss: 1.0936 2024-03-12 07:40:09,998 - mmdet - INFO - Epoch [24][4750/7330] lr: 1.342e-05, eta: 1 day, 12:12:40, time: 1.382, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1561, s0.acc: 94.5894, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2273, s1.loss_cls: 0.0737, s1.acc: 94.7630, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1129, s2.loss_cls: 0.0360, s2.acc: 94.7450, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0530, loss: 1.0835 2024-03-12 07:41:23,941 - mmdet - INFO - Epoch [24][4800/7330] lr: 1.342e-05, eta: 1 day, 12:11:29, time: 1.479, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1558, s0.acc: 94.5000, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2274, s1.loss_cls: 0.0736, s1.acc: 94.7236, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1126, s2.loss_cls: 0.0363, s2.acc: 94.5527, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0525, loss: 1.0896 2024-03-12 07:42:38,636 - mmdet - INFO - Epoch [24][4850/7330] lr: 1.342e-05, eta: 1 day, 12:10:19, time: 1.494, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1570, s0.acc: 94.4568, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2260, s1.loss_cls: 0.0754, s1.acc: 94.5584, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1103, s2.loss_cls: 0.0373, s2.acc: 94.5671, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0518, loss: 1.0818 2024-03-12 07:43:52,538 - mmdet - INFO - Epoch [24][4900/7330] lr: 1.342e-05, eta: 1 day, 12:09:08, time: 1.478, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1617, s0.acc: 94.3176, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2288, s1.loss_cls: 0.0769, s1.acc: 94.3843, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1111, s2.loss_cls: 0.0381, s2.acc: 94.4438, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0516, loss: 1.0977 2024-03-12 07:45:04,048 - mmdet - INFO - Epoch [24][4950/7330] lr: 1.342e-05, eta: 1 day, 12:07:55, time: 1.430, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1563, s0.acc: 94.4399, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2222, s1.loss_cls: 0.0722, s1.acc: 94.7267, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1096, s2.loss_cls: 0.0362, s2.acc: 94.4789, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0516, loss: 1.0753 2024-03-12 07:46:14,803 - mmdet - INFO - Epoch [24][5000/7330] lr: 1.342e-05, eta: 1 day, 12:06:43, time: 1.415, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1545, s0.acc: 94.5813, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2239, s1.loss_cls: 0.0719, s1.acc: 94.8181, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1117, s2.loss_cls: 0.0354, s2.acc: 94.7663, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0528, loss: 1.0723 2024-03-12 07:47:28,862 - mmdet - INFO - Epoch [24][5050/7330] lr: 1.342e-05, eta: 1 day, 12:05:32, time: 1.481, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1613, s0.acc: 94.3516, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2253, s1.loss_cls: 0.0752, s1.acc: 94.6335, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1109, s2.loss_cls: 0.0376, s2.acc: 94.4468, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0522, loss: 1.0994 2024-03-12 07:48:43,675 - mmdet - INFO - Epoch [24][5100/7330] lr: 1.342e-05, eta: 1 day, 12:04:21, time: 1.496, data_time: 0.115, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1483, s0.acc: 94.7522, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2247, s1.loss_cls: 0.0696, s1.acc: 94.8260, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1109, s2.loss_cls: 0.0350, s2.acc: 94.7415, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0526, loss: 1.0540 2024-03-12 07:49:59,747 - mmdet - INFO - Epoch [24][5150/7330] lr: 1.342e-05, eta: 1 day, 12:03:11, time: 1.521, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1634, s0.acc: 94.2483, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2263, s1.loss_cls: 0.0769, s1.acc: 94.4778, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1108, s2.loss_cls: 0.0387, s2.acc: 94.3327, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0523, loss: 1.1160 2024-03-12 07:51:13,412 - mmdet - INFO - Epoch [24][5200/7330] lr: 1.342e-05, eta: 1 day, 12:02:00, time: 1.473, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1498, s0.acc: 94.7161, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2174, s1.loss_cls: 0.0702, s1.acc: 94.9345, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1075, s2.loss_cls: 0.0347, s2.acc: 94.8741, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0506, loss: 1.0414 2024-03-12 07:52:21,986 - mmdet - INFO - Epoch [24][5250/7330] lr: 1.342e-05, eta: 1 day, 12:00:46, time: 1.372, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1583, s0.acc: 94.5298, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2241, s1.loss_cls: 0.0730, s1.acc: 94.7901, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1101, s2.loss_cls: 0.0362, s2.acc: 94.6804, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0520, loss: 1.0755 2024-03-12 07:53:35,879 - mmdet - INFO - Epoch [24][5300/7330] lr: 1.342e-05, eta: 1 day, 11:59:35, time: 1.478, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1552, s0.acc: 94.6077, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2213, s1.loss_cls: 0.0741, s1.acc: 94.7669, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1095, s2.loss_cls: 0.0372, s2.acc: 94.5478, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0517, loss: 1.0551 2024-03-12 07:54:50,388 - mmdet - INFO - Epoch [24][5350/7330] lr: 1.342e-05, eta: 1 day, 11:58:25, time: 1.490, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1520, s0.acc: 94.5012, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2270, s1.loss_cls: 0.0719, s1.acc: 94.7238, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1115, s2.loss_cls: 0.0359, s2.acc: 94.5593, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0526, loss: 1.0803 2024-03-12 07:56:03,920 - mmdet - INFO - Epoch [24][5400/7330] lr: 1.342e-05, eta: 1 day, 11:57:14, time: 1.470, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1509, s0.acc: 94.7939, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2223, s1.loss_cls: 0.0699, s1.acc: 95.0166, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1102, s2.loss_cls: 0.0349, s2.acc: 94.9462, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0521, loss: 1.0640 2024-03-12 07:57:18,143 - mmdet - INFO - Epoch [24][5450/7330] lr: 1.342e-05, eta: 1 day, 11:56:03, time: 1.485, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1524, s0.acc: 94.5984, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2231, s1.loss_cls: 0.0718, s1.acc: 94.7679, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1086, s2.loss_cls: 0.0359, s2.acc: 94.6320, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0511, loss: 1.0662 2024-03-12 07:58:32,111 - mmdet - INFO - Epoch [24][5500/7330] lr: 1.342e-05, eta: 1 day, 11:54:52, time: 1.479, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1527, s0.acc: 94.5322, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2311, s1.loss_cls: 0.0713, s1.acc: 94.7926, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1148, s2.loss_cls: 0.0358, s2.acc: 94.6309, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0540, loss: 1.0900 2024-03-12 07:59:45,919 - mmdet - INFO - Epoch [24][5550/7330] lr: 1.342e-05, eta: 1 day, 11:53:41, time: 1.476, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1540, s0.acc: 94.5010, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2182, s1.loss_cls: 0.0721, s1.acc: 94.8078, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1087, s2.loss_cls: 0.0365, s2.acc: 94.5149, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0511, loss: 1.0753 2024-03-12 08:01:00,787 - mmdet - INFO - Epoch [24][5600/7330] lr: 1.342e-05, eta: 1 day, 11:52:30, time: 1.497, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1624, s0.acc: 94.2671, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2248, s1.loss_cls: 0.0761, s1.acc: 94.4654, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1110, s2.loss_cls: 0.0373, s2.acc: 94.3646, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0523, loss: 1.1005 2024-03-12 08:02:14,871 - mmdet - INFO - Epoch [24][5650/7330] lr: 1.342e-05, eta: 1 day, 11:51:19, time: 1.482, data_time: 0.204, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1635, s0.acc: 94.2666, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2348, s1.loss_cls: 0.0757, s1.acc: 94.5171, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1140, s2.loss_cls: 0.0376, s2.acc: 94.3846, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0533, loss: 1.1163 2024-03-12 08:03:24,808 - mmdet - INFO - Epoch [24][5700/7330] lr: 1.342e-05, eta: 1 day, 11:50:06, time: 1.398, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1583, s0.acc: 94.4749, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2336, s1.loss_cls: 0.0750, s1.acc: 94.6517, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1139, s2.loss_cls: 0.0372, s2.acc: 94.6021, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0530, loss: 1.0852 2024-03-12 08:04:34,503 - mmdet - INFO - Epoch [24][5750/7330] lr: 1.342e-05, eta: 1 day, 11:48:53, time: 1.394, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1650, s0.acc: 94.2358, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2343, s1.loss_cls: 0.0776, s1.acc: 94.3994, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1140, s2.loss_cls: 0.0381, s2.acc: 94.3681, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0530, loss: 1.1144 2024-03-12 08:05:47,932 - mmdet - INFO - Epoch [24][5800/7330] lr: 1.342e-05, eta: 1 day, 11:47:42, time: 1.469, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1669, s0.acc: 94.3127, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2328, s1.loss_cls: 0.0787, s1.acc: 94.4803, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1138, s2.loss_cls: 0.0392, s2.acc: 94.2767, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0528, loss: 1.1249 2024-03-12 08:06:58,375 - mmdet - INFO - Epoch [24][5850/7330] lr: 1.342e-05, eta: 1 day, 11:46:29, time: 1.409, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1564, s0.acc: 94.5354, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2268, s1.loss_cls: 0.0744, s1.acc: 94.6797, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1115, s2.loss_cls: 0.0373, s2.acc: 94.4276, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0524, loss: 1.0830 2024-03-12 08:08:07,643 - mmdet - INFO - Epoch [24][5900/7330] lr: 1.342e-05, eta: 1 day, 11:45:15, time: 1.385, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1581, s0.acc: 94.5039, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2273, s1.loss_cls: 0.0749, s1.acc: 94.6054, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1113, s2.loss_cls: 0.0372, s2.acc: 94.5291, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0523, loss: 1.0918 2024-03-12 08:09:20,528 - mmdet - INFO - Epoch [24][5950/7330] lr: 1.342e-05, eta: 1 day, 11:44:04, time: 1.458, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1575, s0.acc: 94.5168, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2257, s1.loss_cls: 0.0729, s1.acc: 94.7382, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1105, s2.loss_cls: 0.0360, s2.acc: 94.6176, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0518, loss: 1.0768 2024-03-12 08:10:32,603 - mmdet - INFO - Epoch [24][6000/7330] lr: 1.342e-05, eta: 1 day, 11:42:52, time: 1.442, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1593, s0.acc: 94.5159, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2239, s1.loss_cls: 0.0746, s1.acc: 94.8785, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1101, s2.loss_cls: 0.0370, s2.acc: 94.7258, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0518, loss: 1.0702 2024-03-12 08:11:49,088 - mmdet - INFO - Epoch [24][6050/7330] lr: 1.342e-05, eta: 1 day, 11:41:42, time: 1.530, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1653, s0.acc: 94.1221, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2312, s1.loss_cls: 0.0773, s1.acc: 94.3892, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1126, s2.loss_cls: 0.0391, s2.acc: 94.2316, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0528, loss: 1.1273 2024-03-12 08:13:00,526 - mmdet - INFO - Epoch [24][6100/7330] lr: 1.342e-05, eta: 1 day, 11:40:30, time: 1.429, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1499, s0.acc: 94.7637, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2261, s1.loss_cls: 0.0704, s1.acc: 94.9740, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1108, s2.loss_cls: 0.0359, s2.acc: 94.7671, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0519, loss: 1.0592 2024-03-12 08:14:14,250 - mmdet - INFO - Epoch [24][6150/7330] lr: 1.342e-05, eta: 1 day, 11:39:19, time: 1.474, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1554, s0.acc: 94.5815, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2267, s1.loss_cls: 0.0722, s1.acc: 94.7710, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1110, s2.loss_cls: 0.0362, s2.acc: 94.6410, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0518, loss: 1.0844 2024-03-12 08:15:26,492 - mmdet - INFO - Epoch [24][6200/7330] lr: 1.342e-05, eta: 1 day, 11:38:07, time: 1.445, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1650, s0.acc: 94.3000, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2277, s1.loss_cls: 0.0767, s1.acc: 94.4711, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1112, s2.loss_cls: 0.0381, s2.acc: 94.3862, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0519, loss: 1.1033 2024-03-12 08:16:38,704 - mmdet - INFO - Epoch [24][6250/7330] lr: 1.342e-05, eta: 1 day, 11:36:55, time: 1.444, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1593, s0.acc: 94.3794, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2290, s1.loss_cls: 0.0743, s1.acc: 94.6090, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1118, s2.loss_cls: 0.0371, s2.acc: 94.4684, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0524, loss: 1.0995 2024-03-12 08:17:50,961 - mmdet - INFO - Epoch [24][6300/7330] lr: 1.342e-05, eta: 1 day, 11:35:43, time: 1.445, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1477, s0.acc: 94.8042, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2268, s1.loss_cls: 0.0698, s1.acc: 95.0336, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1110, s2.loss_cls: 0.0348, s2.acc: 94.8815, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.0442 2024-03-12 08:19:04,377 - mmdet - INFO - Epoch [24][6350/7330] lr: 1.342e-05, eta: 1 day, 11:34:32, time: 1.468, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1557, s0.acc: 94.5923, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2271, s1.loss_cls: 0.0737, s1.acc: 94.7573, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1123, s2.loss_cls: 0.0364, s2.acc: 94.6685, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0527, loss: 1.0814 2024-03-12 08:20:20,787 - mmdet - INFO - Epoch [24][6400/7330] lr: 1.342e-05, eta: 1 day, 11:33:22, time: 1.528, data_time: 0.230, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1542, s0.acc: 94.5564, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2295, s1.loss_cls: 0.0728, s1.acc: 94.7613, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1122, s2.loss_cls: 0.0369, s2.acc: 94.4827, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0530, loss: 1.0757 2024-03-12 08:21:33,434 - mmdet - INFO - Epoch [24][6450/7330] lr: 1.342e-05, eta: 1 day, 11:32:11, time: 1.453, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1583, s0.acc: 94.3828, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2246, s1.loss_cls: 0.0750, s1.acc: 94.5914, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1107, s2.loss_cls: 0.0373, s2.acc: 94.5494, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0519, loss: 1.0817 2024-03-12 08:22:47,622 - mmdet - INFO - Epoch [24][6500/7330] lr: 1.342e-05, eta: 1 day, 11:31:00, time: 1.484, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1650, s0.acc: 94.2129, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2256, s1.loss_cls: 0.0770, s1.acc: 94.4175, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1115, s2.loss_cls: 0.0390, s2.acc: 94.1934, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0526, loss: 1.1203 2024-03-12 08:24:03,188 - mmdet - INFO - Epoch [24][6550/7330] lr: 1.342e-05, eta: 1 day, 11:29:49, time: 1.511, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1571, s0.acc: 94.5332, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2242, s1.loss_cls: 0.0730, s1.acc: 94.7715, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1106, s2.loss_cls: 0.0367, s2.acc: 94.6244, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0521, loss: 1.0820 2024-03-12 08:25:15,082 - mmdet - INFO - Epoch [24][6600/7330] lr: 1.342e-05, eta: 1 day, 11:28:37, time: 1.438, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1571, s0.acc: 94.4233, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2258, s1.loss_cls: 0.0732, s1.acc: 94.7491, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1107, s2.loss_cls: 0.0367, s2.acc: 94.6133, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0518, loss: 1.0916 2024-03-12 08:26:26,583 - mmdet - INFO - Epoch [24][6650/7330] lr: 1.342e-05, eta: 1 day, 11:27:25, time: 1.430, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1568, s0.acc: 94.4233, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2284, s1.loss_cls: 0.0744, s1.acc: 94.5953, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1113, s2.loss_cls: 0.0368, s2.acc: 94.5534, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0522, loss: 1.0860 2024-03-12 08:27:40,891 - mmdet - INFO - Epoch [24][6700/7330] lr: 1.342e-05, eta: 1 day, 11:26:14, time: 1.486, data_time: 0.207, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1539, s0.acc: 94.5901, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2230, s1.loss_cls: 0.0715, s1.acc: 94.9483, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1091, s2.loss_cls: 0.0355, s2.acc: 94.8537, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0513, loss: 1.0651 2024-03-12 08:28:51,454 - mmdet - INFO - Epoch [24][6750/7330] lr: 1.342e-05, eta: 1 day, 11:25:02, time: 1.411, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1593, s0.acc: 94.3281, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2282, s1.loss_cls: 0.0754, s1.acc: 94.5585, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1120, s2.loss_cls: 0.0378, s2.acc: 94.4055, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0524, loss: 1.1015 2024-03-12 08:30:05,593 - mmdet - INFO - Epoch [24][6800/7330] lr: 1.342e-05, eta: 1 day, 11:23:51, time: 1.483, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1637, s0.acc: 94.2529, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2255, s1.loss_cls: 0.0774, s1.acc: 94.4051, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1114, s2.loss_cls: 0.0384, s2.acc: 94.3265, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0522, loss: 1.1038 2024-03-12 08:31:17,591 - mmdet - INFO - Epoch [24][6850/7330] lr: 1.342e-05, eta: 1 day, 11:22:39, time: 1.440, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1562, s0.acc: 94.4958, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2261, s1.loss_cls: 0.0733, s1.acc: 94.6086, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1101, s2.loss_cls: 0.0369, s2.acc: 94.5284, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0519, loss: 1.0876 2024-03-12 08:32:34,937 - mmdet - INFO - Epoch [24][6900/7330] lr: 1.342e-05, eta: 1 day, 11:21:29, time: 1.547, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1689, s0.acc: 94.0300, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2340, s1.loss_cls: 0.0795, s1.acc: 94.2326, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1144, s2.loss_cls: 0.0393, s2.acc: 94.0621, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0533, loss: 1.1429 2024-03-12 08:33:53,679 - mmdet - INFO - Epoch [24][6950/7330] lr: 1.342e-05, eta: 1 day, 11:20:21, time: 1.575, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1730, s0.acc: 94.0615, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2321, s1.loss_cls: 0.0804, s1.acc: 94.2456, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1124, s2.loss_cls: 0.0396, s2.acc: 94.2056, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0527, loss: 1.1406 2024-03-12 08:35:04,886 - mmdet - INFO - Epoch [24][7000/7330] lr: 1.342e-05, eta: 1 day, 11:19:08, time: 1.424, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1586, s0.acc: 94.3755, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2192, s1.loss_cls: 0.0737, s1.acc: 94.6099, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1085, s2.loss_cls: 0.0369, s2.acc: 94.4682, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0511, loss: 1.0771 2024-03-12 08:36:15,782 - mmdet - INFO - Epoch [24][7050/7330] lr: 1.342e-05, eta: 1 day, 11:17:56, time: 1.418, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1569, s0.acc: 94.5193, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2257, s1.loss_cls: 0.0738, s1.acc: 94.6852, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1109, s2.loss_cls: 0.0367, s2.acc: 94.6212, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0519, loss: 1.0832 2024-03-12 08:37:27,770 - mmdet - INFO - Epoch [24][7100/7330] lr: 1.342e-05, eta: 1 day, 11:16:44, time: 1.439, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1537, s0.acc: 94.6328, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2224, s1.loss_cls: 0.0718, s1.acc: 94.9017, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1088, s2.loss_cls: 0.0354, s2.acc: 94.8713, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0511, loss: 1.0505 2024-03-12 08:38:39,237 - mmdet - INFO - Epoch [24][7150/7330] lr: 1.342e-05, eta: 1 day, 11:15:31, time: 1.430, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1555, s0.acc: 94.4978, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2311, s1.loss_cls: 0.0723, s1.acc: 94.7289, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1124, s2.loss_cls: 0.0359, s2.acc: 94.6675, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0524, loss: 1.0904 2024-03-12 08:39:49,260 - mmdet - INFO - Epoch [24][7200/7330] lr: 1.342e-05, eta: 1 day, 11:14:18, time: 1.400, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1625, s0.acc: 94.3735, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2259, s1.loss_cls: 0.0756, s1.acc: 94.5698, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1112, s2.loss_cls: 0.0373, s2.acc: 94.6120, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0522, loss: 1.1001 2024-03-12 08:40:57,459 - mmdet - INFO - Epoch [24][7250/7330] lr: 1.342e-05, eta: 1 day, 11:13:05, time: 1.364, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1584, s0.acc: 94.4526, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2320, s1.loss_cls: 0.0738, s1.acc: 94.7047, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1143, s2.loss_cls: 0.0364, s2.acc: 94.5980, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0542, loss: 1.0998 2024-03-12 08:42:10,924 - mmdet - INFO - Epoch [24][7300/7330] lr: 1.342e-05, eta: 1 day, 11:11:53, time: 1.469, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1532, s0.acc: 94.6377, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2287, s1.loss_cls: 0.0709, s1.acc: 94.9103, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1131, s2.loss_cls: 0.0355, s2.acc: 94.8049, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0534, loss: 1.0795 2024-03-12 08:42:47,982 - mmdet - INFO - Saving checkpoint at 24 epochs 2024-03-12 08:48:48,529 - mmdet - INFO - Evaluating bbox... 2024-03-12 08:49:23,207 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.494 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.683 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.537 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.314 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 ] = 0.640 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 ] = 0.450 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 ] = 0.771 2024-03-12 08:49:23,208 - mmdet - INFO - Evaluating segm... 2024-03-12 08:49:59,517 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.427 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.655 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.462 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.229 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 ] = 0.611 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 ] = 0.371 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.586 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.702 2024-03-12 08:50:00,131 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-12 08:50:00,133 - mmdet - INFO - Epoch(val) [24][1250] bbox_mAP: 0.4940, bbox_mAP_50: 0.6830, bbox_mAP_75: 0.5370, bbox_mAP_s: 0.3140, bbox_mAP_m: 0.5290, bbox_mAP_l: 0.6400, bbox_mAP_copypaste: 0.494 0.683 0.537 0.314 0.529 0.640, segm_mAP: 0.4270, segm_mAP_50: 0.6550, segm_mAP_75: 0.4620, segm_mAP_s: 0.2290, segm_mAP_m: 0.4580, segm_mAP_l: 0.6110, segm_mAP_copypaste: 0.427 0.655 0.462 0.229 0.458 0.611 2024-03-12 08:51:23,064 - mmdet - INFO - Epoch [25][50/7330] lr: 1.342e-05, eta: 1 day, 11:09:41, time: 1.616, data_time: 0.282, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1562, s0.acc: 94.5315, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2283, s1.loss_cls: 0.0728, s1.acc: 94.7844, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1119, s2.loss_cls: 0.0361, s2.acc: 94.6457, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0523, loss: 1.0950 2024-03-12 08:52:36,986 - mmdet - INFO - Epoch [25][100/7330] lr: 1.342e-05, eta: 1 day, 11:08:30, time: 1.478, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1532, s0.acc: 94.6116, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2256, s1.loss_cls: 0.0714, s1.acc: 94.9004, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1103, s2.loss_cls: 0.0355, s2.acc: 94.7648, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0518, loss: 1.0748 2024-03-12 08:53:47,348 - mmdet - INFO - Epoch [25][150/7330] lr: 1.342e-05, eta: 1 day, 11:07:17, time: 1.407, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1532, s0.acc: 94.5823, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2245, s1.loss_cls: 0.0697, s1.acc: 94.9808, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1107, s2.loss_cls: 0.0350, s2.acc: 94.7730, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0523, loss: 1.0761 2024-03-12 08:54:56,830 - mmdet - INFO - Epoch [25][200/7330] lr: 1.342e-05, eta: 1 day, 11:06:04, time: 1.390, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1530, s0.acc: 94.6003, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2305, s1.loss_cls: 0.0702, s1.acc: 94.9053, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1127, s2.loss_cls: 0.0350, s2.acc: 94.8077, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0529, loss: 1.0799 2024-03-12 08:56:09,229 - mmdet - INFO - Epoch [25][250/7330] lr: 1.342e-05, eta: 1 day, 11:04:52, time: 1.448, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1521, s0.acc: 94.6067, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2262, s1.loss_cls: 0.0699, s1.acc: 94.9231, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1127, s2.loss_cls: 0.0352, s2.acc: 94.6738, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0531, loss: 1.0689 2024-03-12 08:57:23,759 - mmdet - INFO - Epoch [25][300/7330] lr: 1.342e-05, eta: 1 day, 11:03:41, time: 1.491, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1642, s0.acc: 94.2151, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2347, s1.loss_cls: 0.0761, s1.acc: 94.4745, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1148, s2.loss_cls: 0.0376, s2.acc: 94.4191, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0539, loss: 1.1160 2024-03-12 08:58:40,833 - mmdet - INFO - Epoch [25][350/7330] lr: 1.342e-05, eta: 1 day, 11:02:32, time: 1.541, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1535, s0.acc: 94.5630, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2262, s1.loss_cls: 0.0716, s1.acc: 94.8178, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1114, s2.loss_cls: 0.0359, s2.acc: 94.7079, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0523, loss: 1.0887 2024-03-12 08:59:49,347 - mmdet - INFO - Epoch [25][400/7330] lr: 1.342e-05, eta: 1 day, 11:01:18, time: 1.370, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1548, s0.acc: 94.4631, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2284, s1.loss_cls: 0.0722, s1.acc: 94.7294, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1105, s2.loss_cls: 0.0360, s2.acc: 94.6219, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0519, loss: 1.0789 2024-03-12 09:00:57,376 - mmdet - INFO - Epoch [25][450/7330] lr: 1.342e-05, eta: 1 day, 11:00:04, time: 1.361, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1573, s0.acc: 94.5532, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2229, s1.loss_cls: 0.0730, s1.acc: 94.8199, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1105, s2.loss_cls: 0.0361, s2.acc: 94.7176, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0520, loss: 1.0757 2024-03-12 09:02:09,213 - mmdet - INFO - Epoch [25][500/7330] lr: 1.342e-05, eta: 1 day, 10:58:52, time: 1.437, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1595, s0.acc: 94.2727, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2291, s1.loss_cls: 0.0736, s1.acc: 94.6246, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1130, s2.loss_cls: 0.0367, s2.acc: 94.4739, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0530, loss: 1.1011 2024-03-12 09:03:19,129 - mmdet - INFO - Epoch [25][550/7330] lr: 1.342e-05, eta: 1 day, 10:57:39, time: 1.398, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1526, s0.acc: 94.5059, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2190, s1.loss_cls: 0.0714, s1.acc: 94.7782, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1085, s2.loss_cls: 0.0360, s2.acc: 94.6139, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0509, loss: 1.0678 2024-03-12 09:04:34,801 - mmdet - INFO - Epoch [25][600/7330] lr: 1.342e-05, eta: 1 day, 10:56:29, time: 1.513, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1576, s0.acc: 94.4993, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2266, s1.loss_cls: 0.0737, s1.acc: 94.8010, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1114, s2.loss_cls: 0.0367, s2.acc: 94.6769, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0524, loss: 1.0816 2024-03-12 09:05:44,983 - mmdet - INFO - Epoch [25][650/7330] lr: 1.342e-05, eta: 1 day, 10:55:16, time: 1.404, data_time: 0.105, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1537, s0.acc: 94.5520, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2247, s1.loss_cls: 0.0712, s1.acc: 94.8519, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1109, s2.loss_cls: 0.0352, s2.acc: 94.8315, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0521, loss: 1.0713 2024-03-12 09:06:57,408 - mmdet - INFO - Epoch [25][700/7330] lr: 1.342e-05, eta: 1 day, 10:54:04, time: 1.448, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1682, s0.acc: 94.1858, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2310, s1.loss_cls: 0.0799, s1.acc: 94.3941, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1135, s2.loss_cls: 0.0393, s2.acc: 94.2759, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0531, loss: 1.1332 2024-03-12 09:08:09,978 - mmdet - INFO - Epoch [25][750/7330] lr: 1.342e-05, eta: 1 day, 10:52:52, time: 1.451, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1540, s0.acc: 94.5608, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2295, s1.loss_cls: 0.0714, s1.acc: 94.8702, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1133, s2.loss_cls: 0.0361, s2.acc: 94.5755, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0532, loss: 1.0907 2024-03-12 09:09:23,165 - mmdet - INFO - Epoch [25][800/7330] lr: 1.342e-05, eta: 1 day, 10:51:41, time: 1.463, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1461, s0.acc: 94.8259, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2222, s1.loss_cls: 0.0674, s1.acc: 95.0913, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1084, s2.loss_cls: 0.0341, s2.acc: 94.8818, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0508, loss: 1.0368 2024-03-12 09:10:33,109 - mmdet - INFO - Epoch [25][850/7330] lr: 1.342e-05, eta: 1 day, 10:50:28, time: 1.399, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1516, s0.acc: 94.6404, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2276, s1.loss_cls: 0.0706, s1.acc: 94.8437, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1120, s2.loss_cls: 0.0346, s2.acc: 94.8348, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0526, loss: 1.0699 2024-03-12 09:11:49,630 - mmdet - INFO - Epoch [25][900/7330] lr: 1.342e-05, eta: 1 day, 10:49:18, time: 1.530, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1622, s0.acc: 94.1692, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2254, s1.loss_cls: 0.0754, s1.acc: 94.4890, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1106, s2.loss_cls: 0.0374, s2.acc: 94.4070, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0520, loss: 1.1109 2024-03-12 09:12:58,905 - mmdet - INFO - Epoch [25][950/7330] lr: 1.342e-05, eta: 1 day, 10:48:05, time: 1.386, data_time: 0.116, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1600, s0.acc: 94.3479, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2302, s1.loss_cls: 0.0746, s1.acc: 94.6264, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1114, s2.loss_cls: 0.0364, s2.acc: 94.5845, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0526, loss: 1.0957 2024-03-12 09:14:10,453 - mmdet - INFO - Epoch [25][1000/7330] lr: 1.342e-05, eta: 1 day, 10:46:53, time: 1.431, data_time: 0.208, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1602, s0.acc: 94.2854, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2317, s1.loss_cls: 0.0755, s1.acc: 94.4896, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1133, s2.loss_cls: 0.0374, s2.acc: 94.4217, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0534, loss: 1.1167 2024-03-12 09:15:23,495 - mmdet - INFO - Epoch [25][1050/7330] lr: 1.342e-05, eta: 1 day, 10:45:41, time: 1.461, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1507, s0.acc: 94.6382, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2250, s1.loss_cls: 0.0711, s1.acc: 94.8542, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1114, s2.loss_cls: 0.0358, s2.acc: 94.7006, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0521, loss: 1.0713 2024-03-12 09:16:36,009 - mmdet - INFO - Epoch [25][1100/7330] lr: 1.342e-05, eta: 1 day, 10:44:29, time: 1.450, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1666, s0.acc: 94.1887, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2299, s1.loss_cls: 0.0772, s1.acc: 94.4832, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1129, s2.loss_cls: 0.0381, s2.acc: 94.3642, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0530, loss: 1.1247 2024-03-12 09:17:48,423 - mmdet - INFO - Epoch [25][1150/7330] lr: 1.342e-05, eta: 1 day, 10:43:18, time: 1.448, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1581, s0.acc: 94.4717, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2328, s1.loss_cls: 0.0746, s1.acc: 94.6707, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1140, s2.loss_cls: 0.0366, s2.acc: 94.6688, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0534, loss: 1.1028 2024-03-12 09:19:05,559 - mmdet - INFO - Epoch [25][1200/7330] lr: 1.342e-05, eta: 1 day, 10:42:08, time: 1.543, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1486, s0.acc: 94.8159, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2222, s1.loss_cls: 0.0693, s1.acc: 95.0676, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1094, s2.loss_cls: 0.0345, s2.acc: 95.0211, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0517, loss: 1.0435 2024-03-12 09:20:22,862 - mmdet - INFO - Epoch [25][1250/7330] lr: 1.342e-05, eta: 1 day, 10:40:59, time: 1.546, data_time: 0.213, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1477, s0.acc: 94.7568, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2234, s1.loss_cls: 0.0694, s1.acc: 94.9829, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1098, s2.loss_cls: 0.0350, s2.acc: 94.7926, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0517, loss: 1.0684 2024-03-12 09:21:35,364 - mmdet - INFO - Epoch [25][1300/7330] lr: 1.342e-05, eta: 1 day, 10:39:47, time: 1.450, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1514, s0.acc: 94.6775, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2231, s1.loss_cls: 0.0713, s1.acc: 94.8506, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1096, s2.loss_cls: 0.0353, s2.acc: 94.7458, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0518, loss: 1.0584 2024-03-12 09:22:49,371 - mmdet - INFO - Epoch [25][1350/7330] lr: 1.342e-05, eta: 1 day, 10:38:36, time: 1.480, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1619, s0.acc: 94.4014, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2293, s1.loss_cls: 0.0751, s1.acc: 94.6244, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1135, s2.loss_cls: 0.0375, s2.acc: 94.4541, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0537, loss: 1.1047 2024-03-12 09:23:58,937 - mmdet - INFO - Epoch [25][1400/7330] lr: 1.342e-05, eta: 1 day, 10:37:23, time: 1.391, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1499, s0.acc: 94.7188, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2218, s1.loss_cls: 0.0700, s1.acc: 94.9099, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1099, s2.loss_cls: 0.0349, s2.acc: 94.8359, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0517, loss: 1.0538 2024-03-12 09:25:13,694 - mmdet - INFO - Epoch [25][1450/7330] lr: 1.342e-05, eta: 1 day, 10:36:12, time: 1.495, data_time: 0.230, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1614, s0.acc: 94.3022, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2263, s1.loss_cls: 0.0756, s1.acc: 94.5560, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1110, s2.loss_cls: 0.0378, s2.acc: 94.3713, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0518, loss: 1.1065 2024-03-12 09:26:28,629 - mmdet - INFO - Epoch [25][1500/7330] lr: 1.342e-05, eta: 1 day, 10:35:02, time: 1.499, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1702, s0.acc: 94.0271, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2310, s1.loss_cls: 0.0799, s1.acc: 94.2286, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1131, s2.loss_cls: 0.0394, s2.acc: 94.0939, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0529, loss: 1.1338 2024-03-12 09:27:34,497 - mmdet - INFO - Epoch [25][1550/7330] lr: 1.342e-05, eta: 1 day, 10:33:47, time: 1.317, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1546, s0.acc: 94.5193, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2236, s1.loss_cls: 0.0731, s1.acc: 94.7146, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1090, s2.loss_cls: 0.0357, s2.acc: 94.7045, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0510, loss: 1.0730 2024-03-12 09:28:45,364 - mmdet - INFO - Epoch [25][1600/7330] lr: 1.342e-05, eta: 1 day, 10:32:34, time: 1.417, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1550, s0.acc: 94.5979, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2277, s1.loss_cls: 0.0724, s1.acc: 94.7879, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1123, s2.loss_cls: 0.0362, s2.acc: 94.6061, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0527, loss: 1.0729 2024-03-12 09:29:58,637 - mmdet - INFO - Epoch [25][1650/7330] lr: 1.342e-05, eta: 1 day, 10:31:23, time: 1.465, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1701, s0.acc: 94.0083, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2336, s1.loss_cls: 0.0783, s1.acc: 94.3492, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1138, s2.loss_cls: 0.0389, s2.acc: 94.2364, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0540, loss: 1.1421 2024-03-12 09:31:09,738 - mmdet - INFO - Epoch [25][1700/7330] lr: 1.342e-05, eta: 1 day, 10:30:10, time: 1.422, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1573, s0.acc: 94.5376, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2225, s1.loss_cls: 0.0726, s1.acc: 94.7830, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1093, s2.loss_cls: 0.0357, s2.acc: 94.7616, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0515, loss: 1.0644 2024-03-12 09:32:25,632 - mmdet - INFO - Epoch [25][1750/7330] lr: 1.342e-05, eta: 1 day, 10:29:00, time: 1.518, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1628, s0.acc: 94.2034, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2213, s1.loss_cls: 0.0759, s1.acc: 94.3736, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1100, s2.loss_cls: 0.0376, s2.acc: 94.2527, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0517, loss: 1.1030 2024-03-12 09:33:33,792 - mmdet - INFO - Epoch [25][1800/7330] lr: 1.342e-05, eta: 1 day, 10:27:46, time: 1.363, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1509, s0.acc: 94.7256, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2215, s1.loss_cls: 0.0701, s1.acc: 94.9594, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1083, s2.loss_cls: 0.0351, s2.acc: 94.8048, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0512, loss: 1.0540 2024-03-12 09:34:46,976 - mmdet - INFO - Epoch [25][1850/7330] lr: 1.342e-05, eta: 1 day, 10:26:35, time: 1.464, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1519, s0.acc: 94.6104, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2294, s1.loss_cls: 0.0715, s1.acc: 94.8967, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1127, s2.loss_cls: 0.0364, s2.acc: 94.6848, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0529, loss: 1.0797 2024-03-12 09:36:01,316 - mmdet - INFO - Epoch [25][1900/7330] lr: 1.342e-05, eta: 1 day, 10:25:24, time: 1.487, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1520, s0.acc: 94.6194, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2245, s1.loss_cls: 0.0704, s1.acc: 94.8905, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1111, s2.loss_cls: 0.0357, s2.acc: 94.6712, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0522, loss: 1.0707 2024-03-12 09:37:13,846 - mmdet - INFO - Epoch [25][1950/7330] lr: 1.342e-05, eta: 1 day, 10:24:12, time: 1.451, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1542, s0.acc: 94.4102, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2276, s1.loss_cls: 0.0721, s1.acc: 94.7211, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1120, s2.loss_cls: 0.0360, s2.acc: 94.6726, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0524, loss: 1.0759 2024-03-12 09:38:26,507 - mmdet - INFO - Epoch [25][2000/7330] lr: 1.342e-05, eta: 1 day, 10:23:01, time: 1.453, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1626, s0.acc: 94.2881, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2323, s1.loss_cls: 0.0756, s1.acc: 94.5659, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1144, s2.loss_cls: 0.0379, s2.acc: 94.3943, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0537, loss: 1.1192 2024-03-12 09:39:37,299 - mmdet - INFO - Epoch [25][2050/7330] lr: 1.342e-05, eta: 1 day, 10:21:48, time: 1.416, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1442, s0.acc: 94.9883, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2169, s1.loss_cls: 0.0673, s1.acc: 95.2187, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1078, s2.loss_cls: 0.0337, s2.acc: 95.0291, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0507, loss: 1.0184 2024-03-12 09:40:49,541 - mmdet - INFO - Epoch [25][2100/7330] lr: 1.342e-05, eta: 1 day, 10:20:36, time: 1.445, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1582, s0.acc: 94.4758, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2220, s1.loss_cls: 0.0740, s1.acc: 94.7430, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1097, s2.loss_cls: 0.0366, s2.acc: 94.6978, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0514, loss: 1.0745 2024-03-12 09:42:02,417 - mmdet - INFO - Epoch [25][2150/7330] lr: 1.342e-05, eta: 1 day, 10:19:25, time: 1.458, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1607, s0.acc: 94.3640, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2315, s1.loss_cls: 0.0756, s1.acc: 94.5485, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1141, s2.loss_cls: 0.0376, s2.acc: 94.3766, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0533, loss: 1.1015 2024-03-12 09:43:11,325 - mmdet - INFO - Epoch [25][2200/7330] lr: 1.342e-05, eta: 1 day, 10:18:11, time: 1.378, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1575, s0.acc: 94.5222, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2257, s1.loss_cls: 0.0734, s1.acc: 94.7642, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1108, s2.loss_cls: 0.0369, s2.acc: 94.6055, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0525, loss: 1.0834 2024-03-12 09:44:21,120 - mmdet - INFO - Epoch [25][2250/7330] lr: 1.342e-05, eta: 1 day, 10:16:58, time: 1.396, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1580, s0.acc: 94.4553, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2251, s1.loss_cls: 0.0740, s1.acc: 94.6732, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1113, s2.loss_cls: 0.0367, s2.acc: 94.5122, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0524, loss: 1.0851 2024-03-12 09:45:33,120 - mmdet - INFO - Epoch [25][2300/7330] lr: 1.342e-05, eta: 1 day, 10:15:46, time: 1.440, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1609, s0.acc: 94.3782, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2198, s1.loss_cls: 0.0747, s1.acc: 94.5938, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1087, s2.loss_cls: 0.0371, s2.acc: 94.4503, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0515, loss: 1.0891 2024-03-12 09:46:47,977 - mmdet - INFO - Epoch [25][2350/7330] lr: 1.342e-05, eta: 1 day, 10:14:35, time: 1.497, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1602, s0.acc: 94.3059, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2313, s1.loss_cls: 0.0751, s1.acc: 94.5221, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1134, s2.loss_cls: 0.0374, s2.acc: 94.3864, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0531, loss: 1.1084 2024-03-12 09:47:58,053 - mmdet - INFO - Epoch [25][2400/7330] lr: 1.342e-05, eta: 1 day, 10:13:22, time: 1.402, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1537, s0.acc: 94.6816, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2248, s1.loss_cls: 0.0709, s1.acc: 95.0097, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1105, s2.loss_cls: 0.0352, s2.acc: 94.9131, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0522, loss: 1.0662 2024-03-12 09:49:07,568 - mmdet - INFO - Epoch [25][2450/7330] lr: 1.342e-05, eta: 1 day, 10:12:09, time: 1.390, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1538, s0.acc: 94.6396, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2288, s1.loss_cls: 0.0719, s1.acc: 94.8974, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1117, s2.loss_cls: 0.0355, s2.acc: 94.7442, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0525, loss: 1.0741 2024-03-12 09:50:18,612 - mmdet - INFO - Epoch [25][2500/7330] lr: 1.342e-05, eta: 1 day, 10:10:57, time: 1.421, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1527, s0.acc: 94.6587, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2236, s1.loss_cls: 0.0708, s1.acc: 94.9711, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1095, s2.loss_cls: 0.0353, s2.acc: 94.8325, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0517, loss: 1.0677 2024-03-12 09:51:28,699 - mmdet - INFO - Epoch [25][2550/7330] lr: 1.342e-05, eta: 1 day, 10:09:44, time: 1.402, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1584, s0.acc: 94.4121, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2277, s1.loss_cls: 0.0732, s1.acc: 94.7150, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1120, s2.loss_cls: 0.0369, s2.acc: 94.5931, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0526, loss: 1.0975 2024-03-12 09:52:37,685 - mmdet - INFO - Epoch [25][2600/7330] lr: 1.342e-05, eta: 1 day, 10:08:30, time: 1.380, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1516, s0.acc: 94.5842, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2210, s1.loss_cls: 0.0716, s1.acc: 94.7186, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1098, s2.loss_cls: 0.0359, s2.acc: 94.5816, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0516, loss: 1.0649 2024-03-12 09:53:52,702 - mmdet - INFO - Epoch [25][2650/7330] lr: 1.342e-05, eta: 1 day, 10:07:20, time: 1.500, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1530, s0.acc: 94.5713, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2240, s1.loss_cls: 0.0716, s1.acc: 94.8219, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1096, s2.loss_cls: 0.0355, s2.acc: 94.7607, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0516, loss: 1.0676 2024-03-12 09:55:06,279 - mmdet - INFO - Epoch [25][2700/7330] lr: 1.342e-05, eta: 1 day, 10:06:09, time: 1.472, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1601, s0.acc: 94.4768, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2266, s1.loss_cls: 0.0739, s1.acc: 94.8127, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1102, s2.loss_cls: 0.0365, s2.acc: 94.7640, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0517, loss: 1.0915 2024-03-12 09:56:16,724 - mmdet - INFO - Epoch [25][2750/7330] lr: 1.342e-05, eta: 1 day, 10:04:56, time: 1.409, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1631, s0.acc: 94.2744, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2221, s1.loss_cls: 0.0770, s1.acc: 94.5467, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1087, s2.loss_cls: 0.0383, s2.acc: 94.3493, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0513, loss: 1.0918 2024-03-12 09:57:26,339 - mmdet - INFO - Epoch [25][2800/7330] lr: 1.342e-05, eta: 1 day, 10:03:43, time: 1.392, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1497, s0.acc: 94.6514, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2236, s1.loss_cls: 0.0699, s1.acc: 94.8848, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1111, s2.loss_cls: 0.0353, s2.acc: 94.7297, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0525, loss: 1.0580 2024-03-12 09:58:37,903 - mmdet - INFO - Epoch [25][2850/7330] lr: 1.342e-05, eta: 1 day, 10:02:31, time: 1.431, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1543, s0.acc: 94.5764, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2272, s1.loss_cls: 0.0735, s1.acc: 94.7613, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1115, s2.loss_cls: 0.0363, s2.acc: 94.6653, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0526, loss: 1.0767 2024-03-12 09:59:48,628 - mmdet - INFO - Epoch [25][2900/7330] lr: 1.342e-05, eta: 1 day, 10:01:18, time: 1.414, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1608, s0.acc: 94.3884, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2340, s1.loss_cls: 0.0741, s1.acc: 94.7275, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1145, s2.loss_cls: 0.0372, s2.acc: 94.6881, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0536, loss: 1.1095 2024-03-12 10:01:00,610 - mmdet - INFO - Epoch [25][2950/7330] lr: 1.342e-05, eta: 1 day, 10:00:06, time: 1.440, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1558, s0.acc: 94.4753, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2290, s1.loss_cls: 0.0725, s1.acc: 94.7725, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1119, s2.loss_cls: 0.0362, s2.acc: 94.6714, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0521, loss: 1.0915 2024-03-12 10:02:10,800 - mmdet - INFO - Epoch [25][3000/7330] lr: 1.342e-05, eta: 1 day, 9:58:53, time: 1.404, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1578, s0.acc: 94.4453, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2315, s1.loss_cls: 0.0734, s1.acc: 94.7329, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1146, s2.loss_cls: 0.0365, s2.acc: 94.5429, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0538, loss: 1.1060 2024-03-12 10:03:26,533 - mmdet - INFO - Epoch [25][3050/7330] lr: 1.342e-05, eta: 1 day, 9:57:43, time: 1.515, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1564, s0.acc: 94.4524, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2265, s1.loss_cls: 0.0730, s1.acc: 94.7029, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1107, s2.loss_cls: 0.0360, s2.acc: 94.6038, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0521, loss: 1.0809 2024-03-12 10:04:39,876 - mmdet - INFO - Epoch [25][3100/7330] lr: 1.342e-05, eta: 1 day, 9:56:32, time: 1.467, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1592, s0.acc: 94.3179, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2224, s1.loss_cls: 0.0744, s1.acc: 94.5923, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1091, s2.loss_cls: 0.0368, s2.acc: 94.5401, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0518, loss: 1.0813 2024-03-12 10:05:51,454 - mmdet - INFO - Epoch [25][3150/7330] lr: 1.342e-05, eta: 1 day, 9:55:19, time: 1.432, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1551, s0.acc: 94.4690, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2227, s1.loss_cls: 0.0733, s1.acc: 94.6286, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1091, s2.loss_cls: 0.0366, s2.acc: 94.5174, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0514, loss: 1.0621 2024-03-12 10:07:06,835 - mmdet - INFO - Epoch [25][3200/7330] lr: 1.342e-05, eta: 1 day, 9:54:09, time: 1.508, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1594, s0.acc: 94.4504, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2274, s1.loss_cls: 0.0752, s1.acc: 94.6343, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1120, s2.loss_cls: 0.0370, s2.acc: 94.5000, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0525, loss: 1.1032 2024-03-12 10:08:17,912 - mmdet - INFO - Epoch [25][3250/7330] lr: 1.342e-05, eta: 1 day, 9:52:57, time: 1.422, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1594, s0.acc: 94.4480, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2254, s1.loss_cls: 0.0744, s1.acc: 94.7880, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1113, s2.loss_cls: 0.0377, s2.acc: 94.5335, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0521, loss: 1.0904 2024-03-12 10:09:28,098 - mmdet - INFO - Epoch [25][3300/7330] lr: 1.342e-05, eta: 1 day, 9:51:44, time: 1.404, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1534, s0.acc: 94.6204, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2202, s1.loss_cls: 0.0716, s1.acc: 94.8028, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1085, s2.loss_cls: 0.0356, s2.acc: 94.6894, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0513, loss: 1.0495 2024-03-12 10:10:39,318 - mmdet - INFO - Epoch [25][3350/7330] lr: 1.342e-05, eta: 1 day, 9:50:31, time: 1.424, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1484, s0.acc: 94.7036, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2277, s1.loss_cls: 0.0698, s1.acc: 94.9062, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1129, s2.loss_cls: 0.0354, s2.acc: 94.7292, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0532, loss: 1.0675 2024-03-12 10:11:50,513 - mmdet - INFO - Epoch [25][3400/7330] lr: 1.342e-05, eta: 1 day, 9:49:19, time: 1.424, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1603, s0.acc: 94.2959, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2293, s1.loss_cls: 0.0751, s1.acc: 94.5401, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1117, s2.loss_cls: 0.0376, s2.acc: 94.4326, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0521, loss: 1.1079 2024-03-12 10:13:02,523 - mmdet - INFO - Epoch [25][3450/7330] lr: 1.342e-05, eta: 1 day, 9:48:07, time: 1.440, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1451, s0.acc: 94.7434, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2206, s1.loss_cls: 0.0697, s1.acc: 94.8443, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1090, s2.loss_cls: 0.0348, s2.acc: 94.7853, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0511, loss: 1.0400 2024-03-12 10:14:18,554 - mmdet - INFO - Epoch [25][3500/7330] lr: 1.342e-05, eta: 1 day, 9:46:57, time: 1.521, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1549, s0.acc: 94.5349, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2227, s1.loss_cls: 0.0716, s1.acc: 94.8842, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1094, s2.loss_cls: 0.0354, s2.acc: 94.8122, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0509, loss: 1.0726 2024-03-12 10:15:30,429 - mmdet - INFO - Epoch [25][3550/7330] lr: 1.342e-05, eta: 1 day, 9:45:45, time: 1.438, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1566, s0.acc: 94.5544, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2229, s1.loss_cls: 0.0733, s1.acc: 94.7799, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1102, s2.loss_cls: 0.0365, s2.acc: 94.6303, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0522, loss: 1.0900 2024-03-12 10:16:43,026 - mmdet - INFO - Epoch [25][3600/7330] lr: 1.342e-05, eta: 1 day, 9:44:33, time: 1.452, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1543, s0.acc: 94.5581, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2252, s1.loss_cls: 0.0710, s1.acc: 94.8277, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1104, s2.loss_cls: 0.0349, s2.acc: 94.7593, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0517, loss: 1.0800 2024-03-12 10:17:52,912 - mmdet - INFO - Epoch [25][3650/7330] lr: 1.342e-05, eta: 1 day, 9:43:20, time: 1.398, data_time: 0.109, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1634, s0.acc: 94.2065, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2292, s1.loss_cls: 0.0761, s1.acc: 94.5097, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1113, s2.loss_cls: 0.0378, s2.acc: 94.4410, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0523, loss: 1.1131 2024-03-12 10:19:03,236 - mmdet - INFO - Epoch [25][3700/7330] lr: 1.342e-05, eta: 1 day, 9:42:07, time: 1.406, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1587, s0.acc: 94.4294, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2296, s1.loss_cls: 0.0739, s1.acc: 94.7419, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1128, s2.loss_cls: 0.0372, s2.acc: 94.6404, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0526, loss: 1.1115 2024-03-12 10:20:11,814 - mmdet - INFO - Epoch [25][3750/7330] lr: 1.342e-05, eta: 1 day, 9:40:54, time: 1.372, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1476, s0.acc: 94.8267, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2217, s1.loss_cls: 0.0700, s1.acc: 94.9576, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1098, s2.loss_cls: 0.0347, s2.acc: 94.8962, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0517, loss: 1.0492 2024-03-12 10:21:26,196 - mmdet - INFO - Epoch [25][3800/7330] lr: 1.342e-05, eta: 1 day, 9:39:43, time: 1.488, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1573, s0.acc: 94.3740, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2302, s1.loss_cls: 0.0735, s1.acc: 94.6664, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1134, s2.loss_cls: 0.0361, s2.acc: 94.5845, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0534, loss: 1.1005 2024-03-12 10:22:37,290 - mmdet - INFO - Epoch [25][3850/7330] lr: 1.342e-05, eta: 1 day, 9:38:30, time: 1.422, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1561, s0.acc: 94.5442, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2257, s1.loss_cls: 0.0736, s1.acc: 94.6840, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1110, s2.loss_cls: 0.0372, s2.acc: 94.4539, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0528, loss: 1.0783 2024-03-12 10:23:50,800 - mmdet - INFO - Epoch [25][3900/7330] lr: 1.342e-05, eta: 1 day, 9:37:19, time: 1.470, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1502, s0.acc: 94.6836, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2248, s1.loss_cls: 0.0710, s1.acc: 94.8260, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1108, s2.loss_cls: 0.0356, s2.acc: 94.6475, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0522, loss: 1.0622 2024-03-12 10:25:00,935 - mmdet - INFO - Epoch [25][3950/7330] lr: 1.342e-05, eta: 1 day, 9:36:06, time: 1.402, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1620, s0.acc: 94.2888, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2276, s1.loss_cls: 0.0774, s1.acc: 94.4862, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1113, s2.loss_cls: 0.0386, s2.acc: 94.1996, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0520, loss: 1.1060 2024-03-12 10:26:14,381 - mmdet - INFO - Epoch [25][4000/7330] lr: 1.342e-05, eta: 1 day, 9:34:55, time: 1.469, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1549, s0.acc: 94.4541, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2278, s1.loss_cls: 0.0737, s1.acc: 94.5855, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1123, s2.loss_cls: 0.0374, s2.acc: 94.4044, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0530, loss: 1.0897 2024-03-12 10:27:25,430 - mmdet - INFO - Epoch [25][4050/7330] lr: 1.342e-05, eta: 1 day, 9:33:43, time: 1.421, data_time: 0.114, memory: 17966, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1565, s0.acc: 94.4771, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2270, s1.loss_cls: 0.0731, s1.acc: 94.7263, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1115, s2.loss_cls: 0.0363, s2.acc: 94.5846, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0517, loss: 1.0833 2024-03-12 10:28:35,833 - mmdet - INFO - Epoch [25][4100/7330] lr: 1.342e-05, eta: 1 day, 9:32:30, time: 1.408, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1446, s0.acc: 94.7283, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2237, s1.loss_cls: 0.0682, s1.acc: 94.9596, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1098, s2.loss_cls: 0.0349, s2.acc: 94.6989, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0519, loss: 1.0490 2024-03-12 10:29:48,342 - mmdet - INFO - Epoch [25][4150/7330] lr: 1.342e-05, eta: 1 day, 9:31:18, time: 1.450, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1596, s0.acc: 94.3259, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2249, s1.loss_cls: 0.0744, s1.acc: 94.6133, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1114, s2.loss_cls: 0.0374, s2.acc: 94.5028, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0525, loss: 1.1005 2024-03-12 10:31:01,456 - mmdet - INFO - Epoch [25][4200/7330] lr: 1.342e-05, eta: 1 day, 9:30:07, time: 1.462, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1529, s0.acc: 94.5757, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2240, s1.loss_cls: 0.0711, s1.acc: 94.8109, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1094, s2.loss_cls: 0.0352, s2.acc: 94.7343, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0515, loss: 1.0573 2024-03-12 10:32:13,589 - mmdet - INFO - Epoch [25][4250/7330] lr: 1.342e-05, eta: 1 day, 9:28:55, time: 1.443, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1656, s0.acc: 94.1919, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2286, s1.loss_cls: 0.0766, s1.acc: 94.5610, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1133, s2.loss_cls: 0.0377, s2.acc: 94.5129, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0532, loss: 1.1234 2024-03-12 10:33:23,163 - mmdet - INFO - Epoch [25][4300/7330] lr: 1.342e-05, eta: 1 day, 9:27:42, time: 1.391, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1521, s0.acc: 94.7219, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2236, s1.loss_cls: 0.0705, s1.acc: 95.0322, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1101, s2.loss_cls: 0.0353, s2.acc: 94.8327, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0520, loss: 1.0606 2024-03-12 10:34:33,465 - mmdet - INFO - Epoch [25][4350/7330] lr: 1.342e-05, eta: 1 day, 9:26:29, time: 1.406, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1521, s0.acc: 94.6423, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2215, s1.loss_cls: 0.0716, s1.acc: 94.8403, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1086, s2.loss_cls: 0.0353, s2.acc: 94.6327, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0510, loss: 1.0463 2024-03-12 10:35:45,496 - mmdet - INFO - Epoch [25][4400/7330] lr: 1.342e-05, eta: 1 day, 9:25:17, time: 1.441, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1530, s0.acc: 94.4932, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2193, s1.loss_cls: 0.0716, s1.acc: 94.7460, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1086, s2.loss_cls: 0.0363, s2.acc: 94.5904, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0517, loss: 1.0678 2024-03-12 10:36:57,273 - mmdet - INFO - Epoch [25][4450/7330] lr: 1.342e-05, eta: 1 day, 9:24:05, time: 1.436, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1566, s0.acc: 94.4609, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2278, s1.loss_cls: 0.0731, s1.acc: 94.7086, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1120, s2.loss_cls: 0.0370, s2.acc: 94.5413, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0526, loss: 1.0877 2024-03-12 10:38:11,390 - mmdet - INFO - Epoch [25][4500/7330] lr: 1.342e-05, eta: 1 day, 9:22:54, time: 1.482, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1557, s0.acc: 94.5193, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2257, s1.loss_cls: 0.0727, s1.acc: 94.8062, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1113, s2.loss_cls: 0.0362, s2.acc: 94.6352, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0522, loss: 1.0795 2024-03-12 10:39:22,089 - mmdet - INFO - Epoch [25][4550/7330] lr: 1.342e-05, eta: 1 day, 9:21:41, time: 1.414, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1548, s0.acc: 94.5562, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2222, s1.loss_cls: 0.0721, s1.acc: 94.7884, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1095, s2.loss_cls: 0.0364, s2.acc: 94.4919, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0517, loss: 1.0678 2024-03-12 10:40:32,942 - mmdet - INFO - Epoch [25][4600/7330] lr: 1.342e-05, eta: 1 day, 9:20:29, time: 1.417, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1630, s0.acc: 94.2979, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2302, s1.loss_cls: 0.0768, s1.acc: 94.5050, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1123, s2.loss_cls: 0.0380, s2.acc: 94.3024, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0525, loss: 1.1096 2024-03-12 10:41:39,919 - mmdet - INFO - Epoch [25][4650/7330] lr: 1.342e-05, eta: 1 day, 9:19:14, time: 1.339, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1542, s0.acc: 94.6853, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2283, s1.loss_cls: 0.0705, s1.acc: 95.0391, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1123, s2.loss_cls: 0.0352, s2.acc: 94.8834, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0527, loss: 1.0795 2024-03-12 10:42:53,654 - mmdet - INFO - Epoch [25][4700/7330] lr: 1.342e-05, eta: 1 day, 9:18:03, time: 1.475, data_time: 0.202, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1581, s0.acc: 94.4785, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2239, s1.loss_cls: 0.0735, s1.acc: 94.7399, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1096, s2.loss_cls: 0.0365, s2.acc: 94.7817, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0512, loss: 1.0684 2024-03-12 10:44:05,643 - mmdet - INFO - Epoch [25][4750/7330] lr: 1.342e-05, eta: 1 day, 9:16:51, time: 1.440, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1570, s0.acc: 94.5237, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2279, s1.loss_cls: 0.0729, s1.acc: 94.8166, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1105, s2.loss_cls: 0.0364, s2.acc: 94.6508, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0516, loss: 1.0817 2024-03-12 10:45:18,900 - mmdet - INFO - Epoch [25][4800/7330] lr: 1.342e-05, eta: 1 day, 9:15:40, time: 1.465, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1638, s0.acc: 94.2090, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2223, s1.loss_cls: 0.0765, s1.acc: 94.4194, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1087, s2.loss_cls: 0.0377, s2.acc: 94.3409, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0515, loss: 1.1047 2024-03-12 10:46:31,006 - mmdet - INFO - Epoch [25][4850/7330] lr: 1.342e-05, eta: 1 day, 9:14:28, time: 1.442, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1497, s0.acc: 94.5981, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2291, s1.loss_cls: 0.0707, s1.acc: 94.8294, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1121, s2.loss_cls: 0.0352, s2.acc: 94.8216, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0525, loss: 1.0705 2024-03-12 10:47:40,140 - mmdet - INFO - Epoch [25][4900/7330] lr: 1.342e-05, eta: 1 day, 9:13:14, time: 1.383, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1604, s0.acc: 94.3054, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2268, s1.loss_cls: 0.0746, s1.acc: 94.5922, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1109, s2.loss_cls: 0.0377, s2.acc: 94.4034, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0518, loss: 1.0968 2024-03-12 10:48:51,154 - mmdet - INFO - Epoch [25][4950/7330] lr: 1.342e-05, eta: 1 day, 9:12:02, time: 1.420, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1579, s0.acc: 94.5144, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2230, s1.loss_cls: 0.0737, s1.acc: 94.6910, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1093, s2.loss_cls: 0.0370, s2.acc: 94.5882, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0511, loss: 1.0751 2024-03-12 10:50:03,570 - mmdet - INFO - Epoch [25][5000/7330] lr: 1.342e-05, eta: 1 day, 9:10:50, time: 1.448, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1603, s0.acc: 94.2603, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2299, s1.loss_cls: 0.0759, s1.acc: 94.4967, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1117, s2.loss_cls: 0.0378, s2.acc: 94.4547, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0517, loss: 1.0966 2024-03-12 10:51:14,218 - mmdet - INFO - Epoch [25][5050/7330] lr: 1.342e-05, eta: 1 day, 9:09:38, time: 1.413, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1498, s0.acc: 94.6208, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2217, s1.loss_cls: 0.0693, s1.acc: 94.9658, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1087, s2.loss_cls: 0.0349, s2.acc: 94.8312, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0514, loss: 1.0489 2024-03-12 10:52:24,199 - mmdet - INFO - Epoch [25][5100/7330] lr: 1.342e-05, eta: 1 day, 9:08:25, time: 1.400, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1480, s0.acc: 94.6682, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2231, s1.loss_cls: 0.0698, s1.acc: 94.9406, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1106, s2.loss_cls: 0.0351, s2.acc: 94.7902, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0522, loss: 1.0551 2024-03-12 10:53:37,191 - mmdet - INFO - Epoch [25][5150/7330] lr: 1.342e-05, eta: 1 day, 9:07:13, time: 1.460, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1572, s0.acc: 94.4668, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2267, s1.loss_cls: 0.0740, s1.acc: 94.6589, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1110, s2.loss_cls: 0.0369, s2.acc: 94.6271, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0521, loss: 1.0759 2024-03-12 10:54:48,544 - mmdet - INFO - Epoch [25][5200/7330] lr: 1.342e-05, eta: 1 day, 9:06:01, time: 1.427, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1558, s0.acc: 94.4797, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2260, s1.loss_cls: 0.0723, s1.acc: 94.7107, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1099, s2.loss_cls: 0.0369, s2.acc: 94.4171, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0517, loss: 1.0891 2024-03-12 10:55:59,952 - mmdet - INFO - Epoch [25][5250/7330] lr: 1.342e-05, eta: 1 day, 9:04:49, time: 1.428, data_time: 0.106, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1584, s0.acc: 94.4609, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2267, s1.loss_cls: 0.0737, s1.acc: 94.7082, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1112, s2.loss_cls: 0.0370, s2.acc: 94.4905, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0523, loss: 1.0848 2024-03-12 10:57:16,411 - mmdet - INFO - Epoch [25][5300/7330] lr: 1.342e-05, eta: 1 day, 9:03:39, time: 1.529, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1503, s0.acc: 94.8142, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2279, s1.loss_cls: 0.0701, s1.acc: 95.1042, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1123, s2.loss_cls: 0.0353, s2.acc: 94.8941, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0529, loss: 1.0598 2024-03-12 10:58:28,124 - mmdet - INFO - Epoch [25][5350/7330] lr: 1.342e-05, eta: 1 day, 9:02:26, time: 1.434, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1596, s0.acc: 94.3911, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2280, s1.loss_cls: 0.0743, s1.acc: 94.6544, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1103, s2.loss_cls: 0.0371, s2.acc: 94.4770, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0517, loss: 1.0986 2024-03-12 10:59:37,453 - mmdet - INFO - Epoch [25][5400/7330] lr: 1.342e-05, eta: 1 day, 9:01:13, time: 1.387, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1580, s0.acc: 94.5806, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2257, s1.loss_cls: 0.0733, s1.acc: 94.8240, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1113, s2.loss_cls: 0.0367, s2.acc: 94.6661, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0523, loss: 1.0778 2024-03-12 11:00:51,360 - mmdet - INFO - Epoch [25][5450/7330] lr: 1.342e-05, eta: 1 day, 9:00:02, time: 1.478, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1576, s0.acc: 94.5195, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2243, s1.loss_cls: 0.0741, s1.acc: 94.7588, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1099, s2.loss_cls: 0.0363, s2.acc: 94.7350, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0517, loss: 1.0762 2024-03-12 11:02:05,744 - mmdet - INFO - Epoch [25][5500/7330] lr: 1.342e-05, eta: 1 day, 8:58:51, time: 1.488, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1637, s0.acc: 94.2332, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2276, s1.loss_cls: 0.0757, s1.acc: 94.6067, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1121, s2.loss_cls: 0.0379, s2.acc: 94.4626, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0526, loss: 1.1189 2024-03-12 11:03:12,131 - mmdet - INFO - Epoch [25][5550/7330] lr: 1.342e-05, eta: 1 day, 8:57:37, time: 1.328, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1420, s0.acc: 94.9868, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2178, s1.loss_cls: 0.0671, s1.acc: 95.2393, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1069, s2.loss_cls: 0.0336, s2.acc: 95.0767, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0502, loss: 1.0185 2024-03-12 11:04:22,688 - mmdet - INFO - Epoch [25][5600/7330] lr: 1.342e-05, eta: 1 day, 8:56:24, time: 1.411, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1532, s0.acc: 94.6851, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2210, s1.loss_cls: 0.0709, s1.acc: 94.8762, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1094, s2.loss_cls: 0.0355, s2.acc: 94.7346, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0514, loss: 1.0607 2024-03-12 11:05:39,160 - mmdet - INFO - Epoch [25][5650/7330] lr: 1.342e-05, eta: 1 day, 8:55:14, time: 1.529, data_time: 0.233, memory: 17966, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1668, s0.acc: 94.1294, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2369, s1.loss_cls: 0.0796, s1.acc: 94.2362, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1153, s2.loss_cls: 0.0394, s2.acc: 94.0983, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0537, loss: 1.1393 2024-03-12 11:06:53,039 - mmdet - INFO - Epoch [25][5700/7330] lr: 1.342e-05, eta: 1 day, 8:54:03, time: 1.478, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1537, s0.acc: 94.6509, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2196, s1.loss_cls: 0.0704, s1.acc: 95.0368, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1089, s2.loss_cls: 0.0352, s2.acc: 94.9037, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0511, loss: 1.0614 2024-03-12 11:08:07,715 - mmdet - INFO - Epoch [25][5750/7330] lr: 1.342e-05, eta: 1 day, 8:52:52, time: 1.494, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1583, s0.acc: 94.4590, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2276, s1.loss_cls: 0.0738, s1.acc: 94.7280, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1109, s2.loss_cls: 0.0366, s2.acc: 94.7016, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0524, loss: 1.0798 2024-03-12 11:09:18,699 - mmdet - INFO - Epoch [25][5800/7330] lr: 1.342e-05, eta: 1 day, 8:51:40, time: 1.419, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1506, s0.acc: 94.5681, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2295, s1.loss_cls: 0.0702, s1.acc: 94.8236, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1117, s2.loss_cls: 0.0347, s2.acc: 94.6869, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0525, loss: 1.0649 2024-03-12 11:10:35,017 - mmdet - INFO - Epoch [25][5850/7330] lr: 1.342e-05, eta: 1 day, 8:50:30, time: 1.527, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1583, s0.acc: 94.5042, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2243, s1.loss_cls: 0.0739, s1.acc: 94.6814, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1094, s2.loss_cls: 0.0363, s2.acc: 94.5977, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0513, loss: 1.0676 2024-03-12 11:11:45,353 - mmdet - INFO - Epoch [25][5900/7330] lr: 1.342e-05, eta: 1 day, 8:49:17, time: 1.407, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1553, s0.acc: 94.5039, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2251, s1.loss_cls: 0.0737, s1.acc: 94.6104, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1108, s2.loss_cls: 0.0368, s2.acc: 94.5533, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0518, loss: 1.0752 2024-03-12 11:12:53,591 - mmdet - INFO - Epoch [25][5950/7330] lr: 1.342e-05, eta: 1 day, 8:48:03, time: 1.365, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1515, s0.acc: 94.5706, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2259, s1.loss_cls: 0.0710, s1.acc: 94.7894, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1105, s2.loss_cls: 0.0352, s2.acc: 94.7224, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0519, loss: 1.0593 2024-03-12 11:14:03,617 - mmdet - INFO - Epoch [25][6000/7330] lr: 1.342e-05, eta: 1 day, 8:46:50, time: 1.401, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1611, s0.acc: 94.4138, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2334, s1.loss_cls: 0.0759, s1.acc: 94.6730, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1134, s2.loss_cls: 0.0377, s2.acc: 94.5388, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0526, loss: 1.1065 2024-03-12 11:15:15,618 - mmdet - INFO - Epoch [25][6050/7330] lr: 1.342e-05, eta: 1 day, 8:45:38, time: 1.440, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1564, s0.acc: 94.5427, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2243, s1.loss_cls: 0.0726, s1.acc: 94.8454, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1100, s2.loss_cls: 0.0358, s2.acc: 94.7476, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0516, loss: 1.0706 2024-03-12 11:16:28,200 - mmdet - INFO - Epoch [25][6100/7330] lr: 1.342e-05, eta: 1 day, 8:44:27, time: 1.452, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1607, s0.acc: 94.3735, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2269, s1.loss_cls: 0.0758, s1.acc: 94.5971, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1108, s2.loss_cls: 0.0381, s2.acc: 94.4031, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0521, loss: 1.1027 2024-03-12 11:17:38,314 - mmdet - INFO - Epoch [25][6150/7330] lr: 1.342e-05, eta: 1 day, 8:43:14, time: 1.402, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1506, s0.acc: 94.8479, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2256, s1.loss_cls: 0.0700, s1.acc: 95.0569, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1112, s2.loss_cls: 0.0348, s2.acc: 94.9572, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0526, loss: 1.0444 2024-03-12 11:18:52,532 - mmdet - INFO - Epoch [25][6200/7330] lr: 1.342e-05, eta: 1 day, 8:42:03, time: 1.484, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1570, s0.acc: 94.4934, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2248, s1.loss_cls: 0.0728, s1.acc: 94.7662, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1112, s2.loss_cls: 0.0363, s2.acc: 94.6184, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0525, loss: 1.0785 2024-03-12 11:20:03,975 - mmdet - INFO - Epoch [25][6250/7330] lr: 1.342e-05, eta: 1 day, 8:40:51, time: 1.429, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1571, s0.acc: 94.4529, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2279, s1.loss_cls: 0.0728, s1.acc: 94.7583, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1123, s2.loss_cls: 0.0361, s2.acc: 94.7134, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0523, loss: 1.0821 2024-03-12 11:21:17,297 - mmdet - INFO - Epoch [25][6300/7330] lr: 1.342e-05, eta: 1 day, 8:39:39, time: 1.466, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1523, s0.acc: 94.6440, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2236, s1.loss_cls: 0.0715, s1.acc: 94.8006, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1094, s2.loss_cls: 0.0358, s2.acc: 94.5866, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0515, loss: 1.0601 2024-03-12 11:22:25,715 - mmdet - INFO - Epoch [25][6350/7330] lr: 1.342e-05, eta: 1 day, 8:38:26, time: 1.368, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1572, s0.acc: 94.4807, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2220, s1.loss_cls: 0.0738, s1.acc: 94.6675, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1082, s2.loss_cls: 0.0368, s2.acc: 94.5889, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0505, loss: 1.0827 2024-03-12 11:23:37,915 - mmdet - INFO - Epoch [25][6400/7330] lr: 1.342e-05, eta: 1 day, 8:37:14, time: 1.444, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1582, s0.acc: 94.4998, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2216, s1.loss_cls: 0.0739, s1.acc: 94.7072, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1096, s2.loss_cls: 0.0368, s2.acc: 94.5959, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0517, loss: 1.0878 2024-03-12 11:24:52,310 - mmdet - INFO - Epoch [25][6450/7330] lr: 1.342e-05, eta: 1 day, 8:36:03, time: 1.488, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1566, s0.acc: 94.4946, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2294, s1.loss_cls: 0.0739, s1.acc: 94.6954, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1127, s2.loss_cls: 0.0375, s2.acc: 94.4726, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0531, loss: 1.0881 2024-03-12 11:26:09,429 - mmdet - INFO - Epoch [25][6500/7330] lr: 1.342e-05, eta: 1 day, 8:34:53, time: 1.542, data_time: 0.227, memory: 17966, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1695, s0.acc: 94.0312, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2346, s1.loss_cls: 0.0795, s1.acc: 94.2605, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1147, s2.loss_cls: 0.0396, s2.acc: 94.0434, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0535, loss: 1.1481 2024-03-12 11:27:20,443 - mmdet - INFO - Epoch [25][6550/7330] lr: 1.342e-05, eta: 1 day, 8:33:41, time: 1.420, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1626, s0.acc: 94.2371, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2324, s1.loss_cls: 0.0759, s1.acc: 94.5533, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1129, s2.loss_cls: 0.0374, s2.acc: 94.3511, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0527, loss: 1.1268 2024-03-12 11:28:32,864 - mmdet - INFO - Epoch [25][6600/7330] lr: 1.342e-05, eta: 1 day, 8:32:29, time: 1.448, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1607, s0.acc: 94.3508, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2302, s1.loss_cls: 0.0771, s1.acc: 94.4398, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1126, s2.loss_cls: 0.0385, s2.acc: 94.2745, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0528, loss: 1.1095 2024-03-12 11:29:45,516 - mmdet - INFO - Epoch [25][6650/7330] lr: 1.342e-05, eta: 1 day, 8:31:17, time: 1.453, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1568, s0.acc: 94.5229, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2240, s1.loss_cls: 0.0748, s1.acc: 94.6632, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1098, s2.loss_cls: 0.0369, s2.acc: 94.5153, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0518, loss: 1.0739 2024-03-12 11:30:56,977 - mmdet - INFO - Epoch [25][6700/7330] lr: 1.342e-05, eta: 1 day, 8:30:05, time: 1.429, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1541, s0.acc: 94.6418, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2233, s1.loss_cls: 0.0721, s1.acc: 94.7852, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1105, s2.loss_cls: 0.0363, s2.acc: 94.5781, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0519, loss: 1.0613 2024-03-12 11:32:14,213 - mmdet - INFO - Epoch [25][6750/7330] lr: 1.342e-05, eta: 1 day, 8:28:55, time: 1.545, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1579, s0.acc: 94.4146, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2270, s1.loss_cls: 0.0730, s1.acc: 94.7033, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1122, s2.loss_cls: 0.0370, s2.acc: 94.4494, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0525, loss: 1.0953 2024-03-12 11:33:28,670 - mmdet - INFO - Epoch [25][6800/7330] lr: 1.342e-05, eta: 1 day, 8:27:44, time: 1.489, data_time: 0.119, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1580, s0.acc: 94.4639, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2241, s1.loss_cls: 0.0737, s1.acc: 94.6588, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1104, s2.loss_cls: 0.0371, s2.acc: 94.4537, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0520, loss: 1.0873 2024-03-12 11:34:38,764 - mmdet - INFO - Epoch [25][6850/7330] lr: 1.342e-05, eta: 1 day, 8:26:31, time: 1.402, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1598, s0.acc: 94.3242, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2270, s1.loss_cls: 0.0739, s1.acc: 94.6493, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1111, s2.loss_cls: 0.0372, s2.acc: 94.4750, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0523, loss: 1.1025 2024-03-12 11:35:52,477 - mmdet - INFO - Epoch [25][6900/7330] lr: 1.342e-05, eta: 1 day, 8:25:20, time: 1.474, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1605, s0.acc: 94.4238, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2210, s1.loss_cls: 0.0755, s1.acc: 94.6525, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1096, s2.loss_cls: 0.0376, s2.acc: 94.4772, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0516, loss: 1.0807 2024-03-12 11:37:04,133 - mmdet - INFO - Epoch [25][6950/7330] lr: 1.342e-05, eta: 1 day, 8:24:08, time: 1.433, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1557, s0.acc: 94.4998, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2235, s1.loss_cls: 0.0743, s1.acc: 94.7024, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1098, s2.loss_cls: 0.0374, s2.acc: 94.4648, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0517, loss: 1.0793 2024-03-12 11:38:15,512 - mmdet - INFO - Epoch [25][7000/7330] lr: 1.342e-05, eta: 1 day, 8:22:56, time: 1.428, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1526, s0.acc: 94.6367, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2255, s1.loss_cls: 0.0715, s1.acc: 94.9031, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1102, s2.loss_cls: 0.0350, s2.acc: 94.7990, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0516, loss: 1.0650 2024-03-12 11:39:27,270 - mmdet - INFO - Epoch [25][7050/7330] lr: 1.342e-05, eta: 1 day, 8:21:44, time: 1.435, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1594, s0.acc: 94.3533, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2278, s1.loss_cls: 0.0741, s1.acc: 94.6614, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1122, s2.loss_cls: 0.0370, s2.acc: 94.5010, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0531, loss: 1.0979 2024-03-12 11:40:38,473 - mmdet - INFO - Epoch [25][7100/7330] lr: 1.342e-05, eta: 1 day, 8:20:31, time: 1.424, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1527, s0.acc: 94.7095, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2225, s1.loss_cls: 0.0724, s1.acc: 94.9152, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1095, s2.loss_cls: 0.0362, s2.acc: 94.8226, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0520, loss: 1.0607 2024-03-12 11:41:53,371 - mmdet - INFO - Epoch [25][7150/7330] lr: 1.342e-05, eta: 1 day, 8:19:21, time: 1.498, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1599, s0.acc: 94.3691, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2259, s1.loss_cls: 0.0754, s1.acc: 94.5279, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1112, s2.loss_cls: 0.0376, s2.acc: 94.4448, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0524, loss: 1.0924 2024-03-12 11:43:05,832 - mmdet - INFO - Epoch [25][7200/7330] lr: 1.342e-05, eta: 1 day, 8:18:09, time: 1.449, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1548, s0.acc: 94.5488, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2214, s1.loss_cls: 0.0733, s1.acc: 94.6511, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1089, s2.loss_cls: 0.0370, s2.acc: 94.5008, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0512, loss: 1.0645 2024-03-12 11:44:19,444 - mmdet - INFO - Epoch [25][7250/7330] lr: 1.342e-05, eta: 1 day, 8:16:58, time: 1.472, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1524, s0.acc: 94.6414, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2223, s1.loss_cls: 0.0721, s1.acc: 94.8510, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1097, s2.loss_cls: 0.0363, s2.acc: 94.6841, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0520, loss: 1.0670 2024-03-12 11:45:34,052 - mmdet - INFO - Epoch [25][7300/7330] lr: 1.342e-05, eta: 1 day, 8:15:47, time: 1.492, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1554, s0.acc: 94.5090, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2226, s1.loss_cls: 0.0727, s1.acc: 94.7229, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1092, s2.loss_cls: 0.0367, s2.acc: 94.5138, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0515, loss: 1.0707 2024-03-12 11:46:11,701 - mmdet - INFO - Saving checkpoint at 25 epochs 2024-03-12 11:51:42,572 - mmdet - INFO - Evaluating bbox... 2024-03-12 11:52:17,316 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.494 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.683 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.534 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.324 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 ] = 0.643 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.628 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.628 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.628 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 ] = 0.659 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.776 2024-03-12 11:52:17,316 - mmdet - INFO - Evaluating segm... 2024-03-12 11:52:53,289 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.428 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.658 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.463 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.233 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 ] = 0.616 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.548 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.548 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.548 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.375 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.582 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.709 2024-03-12 11:52:53,870 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-12 11:52:53,873 - mmdet - INFO - Epoch(val) [25][1250] bbox_mAP: 0.4940, bbox_mAP_50: 0.6830, bbox_mAP_75: 0.5340, bbox_mAP_s: 0.3240, bbox_mAP_m: 0.5270, bbox_mAP_l: 0.6430, bbox_mAP_copypaste: 0.494 0.683 0.534 0.324 0.527 0.643, segm_mAP: 0.4280, segm_mAP_50: 0.6580, segm_mAP_75: 0.4630, segm_mAP_s: 0.2330, segm_mAP_m: 0.4580, segm_mAP_l: 0.6160, segm_mAP_copypaste: 0.428 0.658 0.463 0.233 0.458 0.616 2024-03-12 11:54:09,279 - mmdet - INFO - Epoch [26][50/7330] lr: 1.342e-05, eta: 1 day, 8:13:34, time: 1.507, data_time: 0.231, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1549, s0.acc: 94.5994, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2240, s1.loss_cls: 0.0714, s1.acc: 94.9111, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1101, s2.loss_cls: 0.0354, s2.acc: 94.7814, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0521, loss: 1.0687 2024-03-12 11:55:20,746 - mmdet - INFO - Epoch [26][100/7330] lr: 1.342e-05, eta: 1 day, 8:12:22, time: 1.430, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1498, s0.acc: 94.6013, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2268, s1.loss_cls: 0.0706, s1.acc: 94.7732, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1106, s2.loss_cls: 0.0350, s2.acc: 94.6603, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0519, loss: 1.0695 2024-03-12 11:56:27,584 - mmdet - INFO - Epoch [26][150/7330] lr: 1.342e-05, eta: 1 day, 8:11:08, time: 1.336, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1435, s0.acc: 94.8511, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2206, s1.loss_cls: 0.0673, s1.acc: 95.0809, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1091, s2.loss_cls: 0.0332, s2.acc: 94.9701, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0515, loss: 1.0415 2024-03-12 11:57:43,498 - mmdet - INFO - Epoch [26][200/7330] lr: 1.342e-05, eta: 1 day, 8:09:57, time: 1.519, data_time: 0.245, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1543, s0.acc: 94.4678, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2234, s1.loss_cls: 0.0723, s1.acc: 94.6671, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1102, s2.loss_cls: 0.0360, s2.acc: 94.5743, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0516, loss: 1.0816 2024-03-12 11:58:52,385 - mmdet - INFO - Epoch [26][250/7330] lr: 1.342e-05, eta: 1 day, 8:08:44, time: 1.378, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1557, s0.acc: 94.4890, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2241, s1.loss_cls: 0.0725, s1.acc: 94.7934, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1105, s2.loss_cls: 0.0364, s2.acc: 94.6377, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0520, loss: 1.0813 2024-03-12 12:00:02,959 - mmdet - INFO - Epoch [26][300/7330] lr: 1.342e-05, eta: 1 day, 8:07:31, time: 1.411, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1492, s0.acc: 94.7805, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2274, s1.loss_cls: 0.0688, s1.acc: 95.0702, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1131, s2.loss_cls: 0.0341, s2.acc: 94.9299, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0534, loss: 1.0602 2024-03-12 12:01:17,655 - mmdet - INFO - Epoch [26][350/7330] lr: 1.342e-05, eta: 1 day, 8:06:21, time: 1.494, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1488, s0.acc: 94.7146, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2257, s1.loss_cls: 0.0697, s1.acc: 94.9256, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1117, s2.loss_cls: 0.0346, s2.acc: 94.8308, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0526, loss: 1.0636 2024-03-12 12:02:32,919 - mmdet - INFO - Epoch [26][400/7330] lr: 1.342e-05, eta: 1 day, 8:05:10, time: 1.505, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1513, s0.acc: 94.6421, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2234, s1.loss_cls: 0.0707, s1.acc: 94.8850, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1098, s2.loss_cls: 0.0354, s2.acc: 94.7535, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0517, loss: 1.0695 2024-03-12 12:03:45,138 - mmdet - INFO - Epoch [26][450/7330] lr: 1.342e-05, eta: 1 day, 8:03:58, time: 1.445, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1563, s0.acc: 94.5349, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2233, s1.loss_cls: 0.0727, s1.acc: 94.8209, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1110, s2.loss_cls: 0.0359, s2.acc: 94.6399, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0529, loss: 1.0818 2024-03-12 12:04:58,851 - mmdet - INFO - Epoch [26][500/7330] lr: 1.342e-05, eta: 1 day, 8:02:47, time: 1.474, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1532, s0.acc: 94.5579, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2238, s1.loss_cls: 0.0724, s1.acc: 94.7217, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1104, s2.loss_cls: 0.0362, s2.acc: 94.6398, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0520, loss: 1.0651 2024-03-12 12:06:09,662 - mmdet - INFO - Epoch [26][550/7330] lr: 1.342e-05, eta: 1 day, 8:01:34, time: 1.416, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1492, s0.acc: 94.6514, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2271, s1.loss_cls: 0.0692, s1.acc: 94.9133, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1119, s2.loss_cls: 0.0346, s2.acc: 94.7651, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0526, loss: 1.0648 2024-03-12 12:07:23,527 - mmdet - INFO - Epoch [26][600/7330] lr: 1.342e-05, eta: 1 day, 8:00:23, time: 1.477, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1541, s0.acc: 94.5271, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2227, s1.loss_cls: 0.0723, s1.acc: 94.6530, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1091, s2.loss_cls: 0.0358, s2.acc: 94.5692, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0514, loss: 1.0652 2024-03-12 12:08:37,309 - mmdet - INFO - Epoch [26][650/7330] lr: 1.342e-05, eta: 1 day, 7:59:12, time: 1.476, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1594, s0.acc: 94.3467, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2201, s1.loss_cls: 0.0740, s1.acc: 94.6385, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1091, s2.loss_cls: 0.0367, s2.acc: 94.4547, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0515, loss: 1.0704 2024-03-12 12:09:47,795 - mmdet - INFO - Epoch [26][700/7330] lr: 1.342e-05, eta: 1 day, 7:57:59, time: 1.409, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1515, s0.acc: 94.6790, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2246, s1.loss_cls: 0.0717, s1.acc: 94.8355, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1094, s2.loss_cls: 0.0356, s2.acc: 94.7274, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0515, loss: 1.0615 2024-03-12 12:10:59,847 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-12 12:10:59,848 - mmdet - INFO - Epoch [26][750/7330] lr: 1.342e-05, eta: 1 day, 7:56:47, time: 1.441, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1586, s0.acc: 94.4004, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2253, s1.loss_cls: 0.0738, s1.acc: 94.7018, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1097, s2.loss_cls: 0.0370, s2.acc: 94.6178, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0516, loss: 1.0898 2024-03-12 12:12:10,940 - mmdet - INFO - Epoch [26][800/7330] lr: 1.342e-05, eta: 1 day, 7:55:35, time: 1.422, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1536, s0.acc: 94.4917, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2233, s1.loss_cls: 0.0718, s1.acc: 94.7610, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1092, s2.loss_cls: 0.0356, s2.acc: 94.6856, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0514, loss: 1.0686 2024-03-12 12:13:22,381 - mmdet - INFO - Epoch [26][850/7330] lr: 1.342e-05, eta: 1 day, 7:54:23, time: 1.429, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1594, s0.acc: 94.4363, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2289, s1.loss_cls: 0.0754, s1.acc: 94.5957, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1112, s2.loss_cls: 0.0378, s2.acc: 94.4481, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0520, loss: 1.0937 2024-03-12 12:14:35,758 - mmdet - INFO - Epoch [26][900/7330] lr: 1.342e-05, eta: 1 day, 7:53:11, time: 1.468, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1523, s0.acc: 94.5991, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2264, s1.loss_cls: 0.0703, s1.acc: 94.8918, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1117, s2.loss_cls: 0.0352, s2.acc: 94.7404, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0524, loss: 1.0822 2024-03-12 12:15:49,448 - mmdet - INFO - Epoch [26][950/7330] lr: 1.342e-05, eta: 1 day, 7:52:00, time: 1.474, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1616, s0.acc: 94.3069, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2262, s1.loss_cls: 0.0754, s1.acc: 94.4957, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1101, s2.loss_cls: 0.0366, s2.acc: 94.5134, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0515, loss: 1.0953 2024-03-12 12:17:01,228 - mmdet - INFO - Epoch [26][1000/7330] lr: 1.342e-05, eta: 1 day, 7:50:48, time: 1.436, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1494, s0.acc: 94.6968, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2269, s1.loss_cls: 0.0705, s1.acc: 94.9082, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1111, s2.loss_cls: 0.0348, s2.acc: 94.7013, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0518, loss: 1.0645 2024-03-12 12:18:11,548 - mmdet - INFO - Epoch [26][1050/7330] lr: 1.342e-05, eta: 1 day, 7:49:35, time: 1.406, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1545, s0.acc: 94.5046, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2294, s1.loss_cls: 0.0716, s1.acc: 94.7871, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1131, s2.loss_cls: 0.0356, s2.acc: 94.6420, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0534, loss: 1.0890 2024-03-12 12:19:23,058 - mmdet - INFO - Epoch [26][1100/7330] lr: 1.342e-05, eta: 1 day, 7:48:23, time: 1.430, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1523, s0.acc: 94.5962, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2226, s1.loss_cls: 0.0715, s1.acc: 94.7906, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1097, s2.loss_cls: 0.0357, s2.acc: 94.6312, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0516, loss: 1.0628 2024-03-12 12:20:36,392 - mmdet - INFO - Epoch [26][1150/7330] lr: 1.342e-05, eta: 1 day, 7:47:12, time: 1.467, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1546, s0.acc: 94.4878, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2182, s1.loss_cls: 0.0726, s1.acc: 94.6781, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1064, s2.loss_cls: 0.0360, s2.acc: 94.5607, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0500, loss: 1.0503 2024-03-12 12:21:50,088 - mmdet - INFO - Epoch [26][1200/7330] lr: 1.342e-05, eta: 1 day, 7:46:01, time: 1.474, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1520, s0.acc: 94.6243, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2244, s1.loss_cls: 0.0714, s1.acc: 94.9203, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1103, s2.loss_cls: 0.0353, s2.acc: 94.8131, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0522, loss: 1.0611 2024-03-12 12:23:00,210 - mmdet - INFO - Epoch [26][1250/7330] lr: 1.342e-05, eta: 1 day, 7:44:48, time: 1.403, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1491, s0.acc: 94.7100, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2216, s1.loss_cls: 0.0700, s1.acc: 94.9029, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1087, s2.loss_cls: 0.0353, s2.acc: 94.6914, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0511, loss: 1.0549 2024-03-12 12:24:11,079 - mmdet - INFO - Epoch [26][1300/7330] lr: 1.342e-05, eta: 1 day, 7:43:35, time: 1.417, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1546, s0.acc: 94.6028, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2226, s1.loss_cls: 0.0715, s1.acc: 94.9500, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1089, s2.loss_cls: 0.0352, s2.acc: 94.9061, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0510, loss: 1.0569 2024-03-12 12:25:25,241 - mmdet - INFO - Epoch [26][1350/7330] lr: 1.342e-05, eta: 1 day, 7:42:24, time: 1.483, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1495, s0.acc: 94.6284, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2203, s1.loss_cls: 0.0705, s1.acc: 94.8901, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1084, s2.loss_cls: 0.0351, s2.acc: 94.7215, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0508, loss: 1.0534 2024-03-12 12:26:38,206 - mmdet - INFO - Epoch [26][1400/7330] lr: 1.342e-05, eta: 1 day, 7:41:13, time: 1.460, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1495, s0.acc: 94.6719, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2270, s1.loss_cls: 0.0687, s1.acc: 95.0494, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1113, s2.loss_cls: 0.0344, s2.acc: 94.9213, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0525, loss: 1.0622 2024-03-12 12:27:53,483 - mmdet - INFO - Epoch [26][1450/7330] lr: 1.342e-05, eta: 1 day, 7:40:02, time: 1.506, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1610, s0.acc: 94.3950, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2215, s1.loss_cls: 0.0743, s1.acc: 94.7485, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1083, s2.loss_cls: 0.0367, s2.acc: 94.6426, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0511, loss: 1.0902 2024-03-12 12:28:59,037 - mmdet - INFO - Epoch [26][1500/7330] lr: 1.342e-05, eta: 1 day, 7:38:47, time: 1.311, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1514, s0.acc: 94.7363, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2247, s1.loss_cls: 0.0710, s1.acc: 94.9567, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1100, s2.loss_cls: 0.0353, s2.acc: 94.8026, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0517, loss: 1.0593 2024-03-12 12:30:10,753 - mmdet - INFO - Epoch [26][1550/7330] lr: 1.342e-05, eta: 1 day, 7:37:35, time: 1.434, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1575, s0.acc: 94.4021, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2283, s1.loss_cls: 0.0723, s1.acc: 94.7356, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1114, s2.loss_cls: 0.0363, s2.acc: 94.5111, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0522, loss: 1.0882 2024-03-12 12:31:24,951 - mmdet - INFO - Epoch [26][1600/7330] lr: 1.342e-05, eta: 1 day, 7:36:24, time: 1.484, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1615, s0.acc: 94.2771, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2247, s1.loss_cls: 0.0748, s1.acc: 94.6191, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1107, s2.loss_cls: 0.0370, s2.acc: 94.5230, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0518, loss: 1.0974 2024-03-12 12:32:39,141 - mmdet - INFO - Epoch [26][1650/7330] lr: 1.342e-05, eta: 1 day, 7:35:13, time: 1.484, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1477, s0.acc: 94.7891, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2248, s1.loss_cls: 0.0682, s1.acc: 95.0801, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1095, s2.loss_cls: 0.0339, s2.acc: 94.9262, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0515, loss: 1.0535 2024-03-12 12:33:49,418 - mmdet - INFO - Epoch [26][1700/7330] lr: 1.342e-05, eta: 1 day, 7:34:00, time: 1.406, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1532, s0.acc: 94.7029, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2274, s1.loss_cls: 0.0715, s1.acc: 94.9169, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1116, s2.loss_cls: 0.0354, s2.acc: 94.8162, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0520, loss: 1.0673 2024-03-12 12:35:02,750 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-12 12:35:02,750 - mmdet - INFO - Epoch [26][1750/7330] lr: 1.342e-05, eta: 1 day, 7:32:49, time: 1.467, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1522, s0.acc: 94.5193, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2176, s1.loss_cls: 0.0702, s1.acc: 94.7893, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1072, s2.loss_cls: 0.0353, s2.acc: 94.6274, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0504, loss: 1.0578 2024-03-12 12:36:13,102 - mmdet - INFO - Epoch [26][1800/7330] lr: 1.342e-05, eta: 1 day, 7:31:36, time: 1.407, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1582, s0.acc: 94.2937, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2278, s1.loss_cls: 0.0743, s1.acc: 94.5772, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1115, s2.loss_cls: 0.0372, s2.acc: 94.3143, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0518, loss: 1.0968 2024-03-12 12:37:26,134 - mmdet - INFO - Epoch [26][1850/7330] lr: 1.342e-05, eta: 1 day, 7:30:25, time: 1.461, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1504, s0.acc: 94.6841, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2228, s1.loss_cls: 0.0715, s1.acc: 94.8318, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1104, s2.loss_cls: 0.0352, s2.acc: 94.8338, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0523, loss: 1.0543 2024-03-12 12:38:43,186 - mmdet - INFO - Epoch [26][1900/7330] lr: 1.342e-05, eta: 1 day, 7:29:15, time: 1.541, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1641, s0.acc: 94.2114, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2209, s1.loss_cls: 0.0771, s1.acc: 94.4445, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1084, s2.loss_cls: 0.0381, s2.acc: 94.1817, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0511, loss: 1.1025 2024-03-12 12:39:52,263 - mmdet - INFO - Epoch [26][1950/7330] lr: 1.342e-05, eta: 1 day, 7:28:02, time: 1.382, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1460, s0.acc: 94.7715, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2218, s1.loss_cls: 0.0682, s1.acc: 95.0056, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1085, s2.loss_cls: 0.0342, s2.acc: 94.7845, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0510, loss: 1.0374 2024-03-12 12:41:02,040 - mmdet - INFO - Epoch [26][2000/7330] lr: 1.342e-05, eta: 1 day, 7:26:49, time: 1.396, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1487, s0.acc: 94.8672, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2245, s1.loss_cls: 0.0702, s1.acc: 95.0837, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1092, s2.loss_cls: 0.0350, s2.acc: 94.8649, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0512, loss: 1.0437 2024-03-12 12:42:13,516 - mmdet - INFO - Epoch [26][2050/7330] lr: 1.342e-05, eta: 1 day, 7:25:37, time: 1.430, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1551, s0.acc: 94.5879, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2281, s1.loss_cls: 0.0723, s1.acc: 94.7619, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1113, s2.loss_cls: 0.0354, s2.acc: 94.7308, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0520, loss: 1.0777 2024-03-12 12:43:25,512 - mmdet - INFO - Epoch [26][2100/7330] lr: 1.342e-05, eta: 1 day, 7:24:25, time: 1.440, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1555, s0.acc: 94.5569, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2252, s1.loss_cls: 0.0721, s1.acc: 94.7991, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1097, s2.loss_cls: 0.0356, s2.acc: 94.8075, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0516, loss: 1.0718 2024-03-12 12:44:36,535 - mmdet - INFO - Epoch [26][2150/7330] lr: 1.342e-05, eta: 1 day, 7:23:12, time: 1.420, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1568, s0.acc: 94.4980, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2305, s1.loss_cls: 0.0738, s1.acc: 94.7261, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1116, s2.loss_cls: 0.0365, s2.acc: 94.6587, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0520, loss: 1.0809 2024-03-12 12:45:52,449 - mmdet - INFO - Epoch [26][2200/7330] lr: 1.342e-05, eta: 1 day, 7:22:02, time: 1.518, data_time: 0.217, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1611, s0.acc: 94.3284, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2240, s1.loss_cls: 0.0743, s1.acc: 94.7056, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1101, s2.loss_cls: 0.0375, s2.acc: 94.4794, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0519, loss: 1.0914 2024-03-12 12:47:03,615 - mmdet - INFO - Epoch [26][2250/7330] lr: 1.342e-05, eta: 1 day, 7:20:49, time: 1.423, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1473, s0.acc: 94.8394, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2172, s1.loss_cls: 0.0687, s1.acc: 95.1040, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1063, s2.loss_cls: 0.0341, s2.acc: 94.9204, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0502, loss: 1.0386 2024-03-12 12:48:17,339 - mmdet - INFO - Epoch [26][2300/7330] lr: 1.342e-05, eta: 1 day, 7:19:38, time: 1.474, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1539, s0.acc: 94.5591, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2293, s1.loss_cls: 0.0717, s1.acc: 94.7997, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1133, s2.loss_cls: 0.0359, s2.acc: 94.6611, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0530, loss: 1.0834 2024-03-12 12:49:28,501 - mmdet - INFO - Epoch [26][2350/7330] lr: 1.342e-05, eta: 1 day, 7:18:26, time: 1.423, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1569, s0.acc: 94.4709, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2243, s1.loss_cls: 0.0739, s1.acc: 94.5662, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1099, s2.loss_cls: 0.0371, s2.acc: 94.5163, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0518, loss: 1.0870 2024-03-12 12:50:42,285 - mmdet - INFO - Epoch [26][2400/7330] lr: 1.342e-05, eta: 1 day, 7:17:15, time: 1.476, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1561, s0.acc: 94.3704, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2232, s1.loss_cls: 0.0732, s1.acc: 94.6120, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1107, s2.loss_cls: 0.0369, s2.acc: 94.3860, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0522, loss: 1.0853 2024-03-12 12:51:58,233 - mmdet - INFO - Epoch [26][2450/7330] lr: 1.342e-05, eta: 1 day, 7:16:04, time: 1.519, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1633, s0.acc: 94.3071, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2308, s1.loss_cls: 0.0756, s1.acc: 94.6118, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1119, s2.loss_cls: 0.0377, s2.acc: 94.4543, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0524, loss: 1.1048 2024-03-12 12:53:10,808 - mmdet - INFO - Epoch [26][2500/7330] lr: 1.342e-05, eta: 1 day, 7:14:53, time: 1.451, data_time: 0.118, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1576, s0.acc: 94.4226, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2303, s1.loss_cls: 0.0737, s1.acc: 94.7220, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1132, s2.loss_cls: 0.0365, s2.acc: 94.6131, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0532, loss: 1.0979 2024-03-12 12:54:21,338 - mmdet - INFO - Epoch [26][2550/7330] lr: 1.342e-05, eta: 1 day, 7:13:40, time: 1.411, data_time: 0.114, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1534, s0.acc: 94.4766, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2271, s1.loss_cls: 0.0717, s1.acc: 94.6870, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1108, s2.loss_cls: 0.0362, s2.acc: 94.5820, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0523, loss: 1.0861 2024-03-12 12:55:30,507 - mmdet - INFO - Epoch [26][2600/7330] lr: 1.342e-05, eta: 1 day, 7:12:27, time: 1.383, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1631, s0.acc: 94.3066, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2302, s1.loss_cls: 0.0756, s1.acc: 94.6907, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1135, s2.loss_cls: 0.0377, s2.acc: 94.4764, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0530, loss: 1.1040 2024-03-12 12:56:43,054 - mmdet - INFO - Epoch [26][2650/7330] lr: 1.342e-05, eta: 1 day, 7:11:15, time: 1.451, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1477, s0.acc: 94.7400, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2246, s1.loss_cls: 0.0686, s1.acc: 94.9646, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1115, s2.loss_cls: 0.0340, s2.acc: 94.9022, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0527, loss: 1.0540 2024-03-12 12:57:58,298 - mmdet - INFO - Epoch [26][2700/7330] lr: 1.342e-05, eta: 1 day, 7:10:04, time: 1.505, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1548, s0.acc: 94.4570, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2225, s1.loss_cls: 0.0709, s1.acc: 94.7863, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1108, s2.loss_cls: 0.0359, s2.acc: 94.6813, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0521, loss: 1.0840 2024-03-12 12:59:16,061 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-12 12:59:16,062 - mmdet - INFO - Epoch [26][2750/7330] lr: 1.342e-05, eta: 1 day, 7:08:55, time: 1.555, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1613, s0.acc: 94.3774, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2219, s1.loss_cls: 0.0755, s1.acc: 94.6075, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1106, s2.loss_cls: 0.0380, s2.acc: 94.4620, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0518, loss: 1.1013 2024-03-12 13:00:29,957 - mmdet - INFO - Epoch [26][2800/7330] lr: 1.342e-05, eta: 1 day, 7:07:44, time: 1.478, data_time: 0.196, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1607, s0.acc: 94.3657, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2283, s1.loss_cls: 0.0756, s1.acc: 94.5756, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1114, s2.loss_cls: 0.0373, s2.acc: 94.4475, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0520, loss: 1.1000 2024-03-12 13:01:40,176 - mmdet - INFO - Epoch [26][2850/7330] lr: 1.342e-05, eta: 1 day, 7:06:31, time: 1.404, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1571, s0.acc: 94.3760, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2276, s1.loss_cls: 0.0741, s1.acc: 94.5531, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1118, s2.loss_cls: 0.0363, s2.acc: 94.5491, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0524, loss: 1.0893 2024-03-12 13:02:54,118 - mmdet - INFO - Epoch [26][2900/7330] lr: 1.342e-05, eta: 1 day, 7:05:20, time: 1.479, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1540, s0.acc: 94.5742, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2283, s1.loss_cls: 0.0707, s1.acc: 94.9152, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1115, s2.loss_cls: 0.0352, s2.acc: 94.8440, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0522, loss: 1.0813 2024-03-12 13:04:01,581 - mmdet - INFO - Epoch [26][2950/7330] lr: 1.342e-05, eta: 1 day, 7:04:06, time: 1.349, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1489, s0.acc: 94.7419, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2191, s1.loss_cls: 0.0692, s1.acc: 95.0210, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1084, s2.loss_cls: 0.0346, s2.acc: 94.8898, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0509, loss: 1.0558 2024-03-12 13:05:11,282 - mmdet - INFO - Epoch [26][3000/7330] lr: 1.342e-05, eta: 1 day, 7:02:53, time: 1.394, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1575, s0.acc: 94.4290, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2243, s1.loss_cls: 0.0743, s1.acc: 94.6541, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1107, s2.loss_cls: 0.0372, s2.acc: 94.5240, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0522, loss: 1.0839 2024-03-12 13:06:21,572 - mmdet - INFO - Epoch [26][3050/7330] lr: 1.342e-05, eta: 1 day, 7:01:40, time: 1.406, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1518, s0.acc: 94.5928, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2295, s1.loss_cls: 0.0716, s1.acc: 94.8870, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1136, s2.loss_cls: 0.0356, s2.acc: 94.7259, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0535, loss: 1.0834 2024-03-12 13:07:34,497 - mmdet - INFO - Epoch [26][3100/7330] lr: 1.342e-05, eta: 1 day, 7:00:29, time: 1.458, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1474, s0.acc: 94.8354, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2242, s1.loss_cls: 0.0684, s1.acc: 95.1240, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1094, s2.loss_cls: 0.0343, s2.acc: 94.9636, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0511, loss: 1.0522 2024-03-12 13:08:43,360 - mmdet - INFO - Epoch [26][3150/7330] lr: 1.342e-05, eta: 1 day, 6:59:15, time: 1.377, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1388, s0.acc: 95.0549, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2172, s1.loss_cls: 0.0636, s1.acc: 95.3684, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1068, s2.loss_cls: 0.0321, s2.acc: 95.2628, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0502, loss: 1.0026 2024-03-12 13:09:56,007 - mmdet - INFO - Epoch [26][3200/7330] lr: 1.342e-05, eta: 1 day, 6:58:04, time: 1.453, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1500, s0.acc: 94.7427, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2303, s1.loss_cls: 0.0710, s1.acc: 94.9585, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1128, s2.loss_cls: 0.0353, s2.acc: 94.8250, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0531, loss: 1.0648 2024-03-12 13:11:08,818 - mmdet - INFO - Epoch [26][3250/7330] lr: 1.342e-05, eta: 1 day, 6:56:52, time: 1.456, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1565, s0.acc: 94.4773, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2292, s1.loss_cls: 0.0734, s1.acc: 94.7121, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1120, s2.loss_cls: 0.0368, s2.acc: 94.5501, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0525, loss: 1.0969 2024-03-12 13:12:24,181 - mmdet - INFO - Epoch [26][3300/7330] lr: 1.342e-05, eta: 1 day, 6:55:41, time: 1.507, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1521, s0.acc: 94.6243, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2267, s1.loss_cls: 0.0704, s1.acc: 94.8933, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1127, s2.loss_cls: 0.0353, s2.acc: 94.6974, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0532, loss: 1.0806 2024-03-12 13:13:31,328 - mmdet - INFO - Epoch [26][3350/7330] lr: 1.342e-05, eta: 1 day, 6:54:27, time: 1.343, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1491, s0.acc: 94.7261, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2272, s1.loss_cls: 0.0695, s1.acc: 94.9076, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1110, s2.loss_cls: 0.0348, s2.acc: 94.7689, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0519, loss: 1.0583 2024-03-12 13:14:43,149 - mmdet - INFO - Epoch [26][3400/7330] lr: 1.342e-05, eta: 1 day, 6:53:15, time: 1.436, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1489, s0.acc: 94.6731, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2216, s1.loss_cls: 0.0702, s1.acc: 94.8515, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1089, s2.loss_cls: 0.0351, s2.acc: 94.6338, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0507, loss: 1.0460 2024-03-12 13:15:58,584 - mmdet - INFO - Epoch [26][3450/7330] lr: 1.342e-05, eta: 1 day, 6:52:05, time: 1.508, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1537, s0.acc: 94.6658, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2247, s1.loss_cls: 0.0715, s1.acc: 94.8741, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1108, s2.loss_cls: 0.0354, s2.acc: 94.8077, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0518, loss: 1.0549 2024-03-12 13:17:11,939 - mmdet - INFO - Epoch [26][3500/7330] lr: 1.342e-05, eta: 1 day, 6:50:53, time: 1.467, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1565, s0.acc: 94.5625, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2251, s1.loss_cls: 0.0726, s1.acc: 94.8512, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1114, s2.loss_cls: 0.0363, s2.acc: 94.6830, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0523, loss: 1.0739 2024-03-12 13:18:26,708 - mmdet - INFO - Epoch [26][3550/7330] lr: 1.342e-05, eta: 1 day, 6:49:42, time: 1.496, data_time: 0.231, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1605, s0.acc: 94.4053, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2272, s1.loss_cls: 0.0745, s1.acc: 94.6225, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1125, s2.loss_cls: 0.0370, s2.acc: 94.4616, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0531, loss: 1.1077 2024-03-12 13:19:38,323 - mmdet - INFO - Epoch [26][3600/7330] lr: 1.342e-05, eta: 1 day, 6:48:30, time: 1.432, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1500, s0.acc: 94.7051, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2260, s1.loss_cls: 0.0704, s1.acc: 94.9289, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1115, s2.loss_cls: 0.0350, s2.acc: 94.7938, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0521, loss: 1.0525 2024-03-12 13:20:48,184 - mmdet - INFO - Epoch [26][3650/7330] lr: 1.342e-05, eta: 1 day, 6:47:17, time: 1.397, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1464, s0.acc: 94.7554, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2234, s1.loss_cls: 0.0692, s1.acc: 94.9148, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1079, s2.loss_cls: 0.0351, s2.acc: 94.7961, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0508, loss: 1.0405 2024-03-12 13:21:54,971 - mmdet - INFO - Epoch [26][3700/7330] lr: 1.342e-05, eta: 1 day, 6:46:03, time: 1.336, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1558, s0.acc: 94.5833, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2239, s1.loss_cls: 0.0725, s1.acc: 94.8557, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1087, s2.loss_cls: 0.0365, s2.acc: 94.6052, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0504, loss: 1.0642 2024-03-12 13:23:10,434 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-12 13:23:10,435 - mmdet - INFO - Epoch [26][3750/7330] lr: 1.342e-05, eta: 1 day, 6:44:53, time: 1.509, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1634, s0.acc: 94.2383, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2312, s1.loss_cls: 0.0760, s1.acc: 94.4768, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1131, s2.loss_cls: 0.0380, s2.acc: 94.2869, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0528, loss: 1.1122 2024-03-12 13:24:24,609 - mmdet - INFO - Epoch [26][3800/7330] lr: 1.342e-05, eta: 1 day, 6:43:42, time: 1.483, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1562, s0.acc: 94.6199, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2278, s1.loss_cls: 0.0732, s1.acc: 94.7963, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1125, s2.loss_cls: 0.0363, s2.acc: 94.7189, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0526, loss: 1.0721 2024-03-12 13:25:36,847 - mmdet - INFO - Epoch [26][3850/7330] lr: 1.342e-05, eta: 1 day, 6:42:30, time: 1.445, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1504, s0.acc: 94.5349, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2270, s1.loss_cls: 0.0698, s1.acc: 94.8174, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1103, s2.loss_cls: 0.0351, s2.acc: 94.7404, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0515, loss: 1.0659 2024-03-12 13:26:47,253 - mmdet - INFO - Epoch [26][3900/7330] lr: 1.342e-05, eta: 1 day, 6:41:17, time: 1.408, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1559, s0.acc: 94.4714, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2302, s1.loss_cls: 0.0720, s1.acc: 94.6841, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1124, s2.loss_cls: 0.0355, s2.acc: 94.6175, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0529, loss: 1.0906 2024-03-12 13:27:58,135 - mmdet - INFO - Epoch [26][3950/7330] lr: 1.342e-05, eta: 1 day, 6:40:05, time: 1.418, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1599, s0.acc: 94.4099, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2291, s1.loss_cls: 0.0734, s1.acc: 94.6462, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1123, s2.loss_cls: 0.0362, s2.acc: 94.6469, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0526, loss: 1.1045 2024-03-12 13:29:10,700 - mmdet - INFO - Epoch [26][4000/7330] lr: 1.342e-05, eta: 1 day, 6:38:53, time: 1.451, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1621, s0.acc: 94.3159, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2293, s1.loss_cls: 0.0760, s1.acc: 94.5369, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1125, s2.loss_cls: 0.0383, s2.acc: 94.3673, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0528, loss: 1.1054 2024-03-12 13:30:25,595 - mmdet - INFO - Epoch [26][4050/7330] lr: 1.342e-05, eta: 1 day, 6:37:42, time: 1.498, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1486, s0.acc: 94.6938, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2277, s1.loss_cls: 0.0702, s1.acc: 94.8591, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1118, s2.loss_cls: 0.0349, s2.acc: 94.7627, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0525, loss: 1.0586 2024-03-12 13:31:37,575 - mmdet - INFO - Epoch [26][4100/7330] lr: 1.342e-05, eta: 1 day, 6:36:30, time: 1.440, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1520, s0.acc: 94.6567, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2246, s1.loss_cls: 0.0720, s1.acc: 94.8183, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1105, s2.loss_cls: 0.0362, s2.acc: 94.6442, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0520, loss: 1.0617 2024-03-12 13:32:54,510 - mmdet - INFO - Epoch [26][4150/7330] lr: 1.342e-05, eta: 1 day, 6:35:20, time: 1.539, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1614, s0.acc: 94.2732, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2228, s1.loss_cls: 0.0749, s1.acc: 94.5471, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1099, s2.loss_cls: 0.0376, s2.acc: 94.3591, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0516, loss: 1.0906 2024-03-12 13:34:09,316 - mmdet - INFO - Epoch [26][4200/7330] lr: 1.342e-05, eta: 1 day, 6:34:09, time: 1.496, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1577, s0.acc: 94.3704, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2281, s1.loss_cls: 0.0742, s1.acc: 94.5812, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1123, s2.loss_cls: 0.0373, s2.acc: 94.4849, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0529, loss: 1.1054 2024-03-12 13:35:23,794 - mmdet - INFO - Epoch [26][4250/7330] lr: 1.342e-05, eta: 1 day, 6:32:58, time: 1.490, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1519, s0.acc: 94.6382, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2222, s1.loss_cls: 0.0697, s1.acc: 94.9548, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1093, s2.loss_cls: 0.0346, s2.acc: 94.7916, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0513, loss: 1.0596 2024-03-12 13:36:35,229 - mmdet - INFO - Epoch [26][4300/7330] lr: 1.342e-05, eta: 1 day, 6:31:46, time: 1.428, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1538, s0.acc: 94.5967, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2234, s1.loss_cls: 0.0716, s1.acc: 94.8810, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1099, s2.loss_cls: 0.0355, s2.acc: 94.7790, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0519, loss: 1.0674 2024-03-12 13:37:54,309 - mmdet - INFO - Epoch [26][4350/7330] lr: 1.342e-05, eta: 1 day, 6:30:37, time: 1.582, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1594, s0.acc: 94.2585, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2220, s1.loss_cls: 0.0749, s1.acc: 94.4999, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1100, s2.loss_cls: 0.0371, s2.acc: 94.3909, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0517, loss: 1.0935 2024-03-12 13:39:08,239 - mmdet - INFO - Epoch [26][4400/7330] lr: 1.342e-05, eta: 1 day, 6:29:26, time: 1.479, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1576, s0.acc: 94.4182, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2264, s1.loss_cls: 0.0743, s1.acc: 94.5149, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1105, s2.loss_cls: 0.0371, s2.acc: 94.4606, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0521, loss: 1.0827 2024-03-12 13:40:20,039 - mmdet - INFO - Epoch [26][4450/7330] lr: 1.342e-05, eta: 1 day, 6:28:14, time: 1.436, data_time: 0.206, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1591, s0.acc: 94.4045, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2239, s1.loss_cls: 0.0752, s1.acc: 94.6084, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1107, s2.loss_cls: 0.0379, s2.acc: 94.4678, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0520, loss: 1.0858 2024-03-12 13:41:31,864 - mmdet - INFO - Epoch [26][4500/7330] lr: 1.342e-05, eta: 1 day, 6:27:02, time: 1.436, data_time: 0.217, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1553, s0.acc: 94.6365, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2258, s1.loss_cls: 0.0734, s1.acc: 94.7836, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1089, s2.loss_cls: 0.0367, s2.acc: 94.5644, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0509, loss: 1.0722 2024-03-12 13:42:47,483 - mmdet - INFO - Epoch [26][4550/7330] lr: 1.342e-05, eta: 1 day, 6:25:51, time: 1.513, data_time: 0.204, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1478, s0.acc: 94.7310, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2214, s1.loss_cls: 0.0697, s1.acc: 94.8981, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1082, s2.loss_cls: 0.0347, s2.acc: 94.6773, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0513, loss: 1.0465 2024-03-12 13:43:59,171 - mmdet - INFO - Epoch [26][4600/7330] lr: 1.342e-05, eta: 1 day, 6:24:39, time: 1.434, data_time: 0.118, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1583, s0.acc: 94.4800, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2244, s1.loss_cls: 0.0736, s1.acc: 94.7448, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1101, s2.loss_cls: 0.0361, s2.acc: 94.6245, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0518, loss: 1.0754 2024-03-12 13:45:12,036 - mmdet - INFO - Epoch [26][4650/7330] lr: 1.342e-05, eta: 1 day, 6:23:27, time: 1.457, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1571, s0.acc: 94.4756, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2230, s1.loss_cls: 0.0726, s1.acc: 94.7876, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1093, s2.loss_cls: 0.0360, s2.acc: 94.6737, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0515, loss: 1.0772 2024-03-12 13:46:24,160 - mmdet - INFO - Epoch [26][4700/7330] lr: 1.342e-05, eta: 1 day, 6:22:15, time: 1.442, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1587, s0.acc: 94.4163, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2198, s1.loss_cls: 0.0755, s1.acc: 94.5337, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1083, s2.loss_cls: 0.0379, s2.acc: 94.3400, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0507, loss: 1.0857 2024-03-12 13:47:34,882 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-12 13:47:34,883 - mmdet - INFO - Epoch [26][4750/7330] lr: 1.342e-05, eta: 1 day, 6:21:03, time: 1.414, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1523, s0.acc: 94.6311, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2233, s1.loss_cls: 0.0722, s1.acc: 94.8054, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1096, s2.loss_cls: 0.0356, s2.acc: 94.6542, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0514, loss: 1.0609 2024-03-12 13:48:45,525 - mmdet - INFO - Epoch [26][4800/7330] lr: 1.342e-05, eta: 1 day, 6:19:50, time: 1.413, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1601, s0.acc: 94.4390, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2292, s1.loss_cls: 0.0755, s1.acc: 94.6133, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1128, s2.loss_cls: 0.0378, s2.acc: 94.4591, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0533, loss: 1.0952 2024-03-12 13:49:56,762 - mmdet - INFO - Epoch [26][4850/7330] lr: 1.342e-05, eta: 1 day, 6:18:38, time: 1.424, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1507, s0.acc: 94.6843, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2222, s1.loss_cls: 0.0700, s1.acc: 95.0048, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1094, s2.loss_cls: 0.0352, s2.acc: 94.8742, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0514, loss: 1.0490 2024-03-12 13:51:09,706 - mmdet - INFO - Epoch [26][4900/7330] lr: 1.342e-05, eta: 1 day, 6:17:26, time: 1.459, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1557, s0.acc: 94.4675, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2192, s1.loss_cls: 0.0732, s1.acc: 94.6456, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1076, s2.loss_cls: 0.0366, s2.acc: 94.4932, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0506, loss: 1.0648 2024-03-12 13:52:23,461 - mmdet - INFO - Epoch [26][4950/7330] lr: 1.342e-05, eta: 1 day, 6:16:15, time: 1.475, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1488, s0.acc: 94.7563, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2317, s1.loss_cls: 0.0715, s1.acc: 94.8907, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1126, s2.loss_cls: 0.0351, s2.acc: 94.8093, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0529, loss: 1.0740 2024-03-12 13:53:38,184 - mmdet - INFO - Epoch [26][5000/7330] lr: 1.342e-05, eta: 1 day, 6:15:04, time: 1.494, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1502, s0.acc: 94.6670, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2298, s1.loss_cls: 0.0707, s1.acc: 94.8581, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1120, s2.loss_cls: 0.0358, s2.acc: 94.6280, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0521, loss: 1.0695 2024-03-12 13:54:48,486 - mmdet - INFO - Epoch [26][5050/7330] lr: 1.342e-05, eta: 1 day, 6:13:52, time: 1.406, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1560, s0.acc: 94.4783, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2245, s1.loss_cls: 0.0733, s1.acc: 94.6612, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1104, s2.loss_cls: 0.0365, s2.acc: 94.5646, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0521, loss: 1.0866 2024-03-12 13:56:02,012 - mmdet - INFO - Epoch [26][5100/7330] lr: 1.342e-05, eta: 1 day, 6:12:40, time: 1.470, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1524, s0.acc: 94.6414, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2272, s1.loss_cls: 0.0716, s1.acc: 94.7797, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1114, s2.loss_cls: 0.0361, s2.acc: 94.6149, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0526, loss: 1.0641 2024-03-12 13:57:12,378 - mmdet - INFO - Epoch [26][5150/7330] lr: 1.342e-05, eta: 1 day, 6:11:27, time: 1.408, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1533, s0.acc: 94.5806, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2196, s1.loss_cls: 0.0712, s1.acc: 94.8784, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1078, s2.loss_cls: 0.0357, s2.acc: 94.7795, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0508, loss: 1.0568 2024-03-12 13:58:26,349 - mmdet - INFO - Epoch [26][5200/7330] lr: 1.342e-05, eta: 1 day, 6:10:16, time: 1.479, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1531, s0.acc: 94.5959, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2222, s1.loss_cls: 0.0711, s1.acc: 94.8533, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1098, s2.loss_cls: 0.0353, s2.acc: 94.7985, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0521, loss: 1.0659 2024-03-12 13:59:44,789 - mmdet - INFO - Epoch [26][5250/7330] lr: 1.342e-05, eta: 1 day, 6:09:07, time: 1.569, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1601, s0.acc: 94.3147, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2259, s1.loss_cls: 0.0753, s1.acc: 94.6107, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1096, s2.loss_cls: 0.0376, s2.acc: 94.4440, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0514, loss: 1.1029 2024-03-12 14:00:55,687 - mmdet - INFO - Epoch [26][5300/7330] lr: 1.342e-05, eta: 1 day, 6:07:54, time: 1.418, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1611, s0.acc: 94.2817, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2319, s1.loss_cls: 0.0760, s1.acc: 94.3669, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1141, s2.loss_cls: 0.0374, s2.acc: 94.4024, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0537, loss: 1.1136 2024-03-12 14:02:08,977 - mmdet - INFO - Epoch [26][5350/7330] lr: 1.342e-05, eta: 1 day, 6:06:43, time: 1.466, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1522, s0.acc: 94.6028, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2198, s1.loss_cls: 0.0725, s1.acc: 94.8184, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1089, s2.loss_cls: 0.0359, s2.acc: 94.6531, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0513, loss: 1.0521 2024-03-12 14:03:21,632 - mmdet - INFO - Epoch [26][5400/7330] lr: 1.342e-05, eta: 1 day, 6:05:31, time: 1.453, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1460, s0.acc: 94.7793, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2250, s1.loss_cls: 0.0672, s1.acc: 95.0654, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1107, s2.loss_cls: 0.0335, s2.acc: 94.8745, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0521, loss: 1.0548 2024-03-12 14:04:31,406 - mmdet - INFO - Epoch [26][5450/7330] lr: 1.342e-05, eta: 1 day, 6:04:18, time: 1.395, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1539, s0.acc: 94.5635, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2247, s1.loss_cls: 0.0729, s1.acc: 94.7358, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1098, s2.loss_cls: 0.0361, s2.acc: 94.5918, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0517, loss: 1.0661 2024-03-12 14:05:44,163 - mmdet - INFO - Epoch [26][5500/7330] lr: 1.342e-05, eta: 1 day, 6:03:07, time: 1.455, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1625, s0.acc: 94.2896, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2301, s1.loss_cls: 0.0760, s1.acc: 94.5125, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1128, s2.loss_cls: 0.0375, s2.acc: 94.4177, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0528, loss: 1.1006 2024-03-12 14:06:59,796 - mmdet - INFO - Epoch [26][5550/7330] lr: 1.342e-05, eta: 1 day, 6:01:56, time: 1.513, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1627, s0.acc: 94.3047, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2243, s1.loss_cls: 0.0765, s1.acc: 94.5258, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1107, s2.loss_cls: 0.0382, s2.acc: 94.3969, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0514, loss: 1.0936 2024-03-12 14:08:16,402 - mmdet - INFO - Epoch [26][5600/7330] lr: 1.342e-05, eta: 1 day, 6:00:46, time: 1.532, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1654, s0.acc: 94.1826, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2272, s1.loss_cls: 0.0776, s1.acc: 94.4607, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1100, s2.loss_cls: 0.0385, s2.acc: 94.2429, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0517, loss: 1.1169 2024-03-12 14:09:34,963 - mmdet - INFO - Epoch [26][5650/7330] lr: 1.342e-05, eta: 1 day, 5:59:36, time: 1.571, data_time: 0.235, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1669, s0.acc: 94.1863, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2259, s1.loss_cls: 0.0797, s1.acc: 94.3489, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1107, s2.loss_cls: 0.0398, s2.acc: 94.2856, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0519, loss: 1.1227 2024-03-12 14:10:48,533 - mmdet - INFO - Epoch [26][5700/7330] lr: 1.342e-05, eta: 1 day, 5:58:25, time: 1.471, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1596, s0.acc: 94.4451, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2273, s1.loss_cls: 0.0747, s1.acc: 94.6633, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1119, s2.loss_cls: 0.0372, s2.acc: 94.4924, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0523, loss: 1.0949 2024-03-12 14:12:00,011 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-12 14:12:00,012 - mmdet - INFO - Epoch [26][5750/7330] lr: 1.342e-05, eta: 1 day, 5:57:13, time: 1.430, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1724, s0.acc: 93.9146, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2345, s1.loss_cls: 0.0807, s1.acc: 94.2000, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1154, s2.loss_cls: 0.0396, s2.acc: 94.1425, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0541, loss: 1.1636 2024-03-12 14:13:10,643 - mmdet - INFO - Epoch [26][5800/7330] lr: 1.342e-05, eta: 1 day, 5:56:00, time: 1.412, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1552, s0.acc: 94.5679, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2251, s1.loss_cls: 0.0730, s1.acc: 94.6929, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1095, s2.loss_cls: 0.0356, s2.acc: 94.6731, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0515, loss: 1.0690 2024-03-12 14:14:21,196 - mmdet - INFO - Epoch [26][5850/7330] lr: 1.342e-05, eta: 1 day, 5:54:48, time: 1.411, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1520, s0.acc: 94.6255, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2302, s1.loss_cls: 0.0703, s1.acc: 94.8800, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1135, s2.loss_cls: 0.0352, s2.acc: 94.7436, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0535, loss: 1.0839 2024-03-12 14:15:31,889 - mmdet - INFO - Epoch [26][5900/7330] lr: 1.342e-05, eta: 1 day, 5:53:35, time: 1.414, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1484, s0.acc: 94.7144, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2257, s1.loss_cls: 0.0693, s1.acc: 94.9689, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1112, s2.loss_cls: 0.0345, s2.acc: 94.7688, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0520, loss: 1.0545 2024-03-12 14:16:45,043 - mmdet - INFO - Epoch [26][5950/7330] lr: 1.342e-05, eta: 1 day, 5:52:24, time: 1.463, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1657, s0.acc: 94.1716, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2292, s1.loss_cls: 0.0769, s1.acc: 94.4899, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1125, s2.loss_cls: 0.0389, s2.acc: 94.3979, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0526, loss: 1.1253 2024-03-12 14:17:54,401 - mmdet - INFO - Epoch [26][6000/7330] lr: 1.342e-05, eta: 1 day, 5:51:11, time: 1.387, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1566, s0.acc: 94.4465, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2283, s1.loss_cls: 0.0736, s1.acc: 94.5962, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1119, s2.loss_cls: 0.0368, s2.acc: 94.4471, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0525, loss: 1.0864 2024-03-12 14:19:10,734 - mmdet - INFO - Epoch [26][6050/7330] lr: 1.342e-05, eta: 1 day, 5:50:00, time: 1.527, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1689, s0.acc: 94.0657, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2311, s1.loss_cls: 0.0786, s1.acc: 94.4376, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1124, s2.loss_cls: 0.0389, s2.acc: 94.3568, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0527, loss: 1.1329 2024-03-12 14:20:20,150 - mmdet - INFO - Epoch [26][6100/7330] lr: 1.342e-05, eta: 1 day, 5:48:47, time: 1.388, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1561, s0.acc: 94.5984, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2295, s1.loss_cls: 0.0728, s1.acc: 94.7758, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1125, s2.loss_cls: 0.0362, s2.acc: 94.6305, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0524, loss: 1.0738 2024-03-12 14:21:30,272 - mmdet - INFO - Epoch [26][6150/7330] lr: 1.342e-05, eta: 1 day, 5:47:35, time: 1.402, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1502, s0.acc: 94.6240, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2183, s1.loss_cls: 0.0705, s1.acc: 94.7785, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1071, s2.loss_cls: 0.0350, s2.acc: 94.6811, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0505, loss: 1.0589 2024-03-12 14:22:43,549 - mmdet - INFO - Epoch [26][6200/7330] lr: 1.342e-05, eta: 1 day, 5:46:23, time: 1.466, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1613, s0.acc: 94.3508, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2254, s1.loss_cls: 0.0753, s1.acc: 94.5312, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1107, s2.loss_cls: 0.0377, s2.acc: 94.4829, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0521, loss: 1.0952 2024-03-12 14:23:54,017 - mmdet - INFO - Epoch [26][6250/7330] lr: 1.342e-05, eta: 1 day, 5:45:10, time: 1.409, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1488, s0.acc: 94.6577, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2223, s1.loss_cls: 0.0708, s1.acc: 94.8166, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1082, s2.loss_cls: 0.0351, s2.acc: 94.7811, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0509, loss: 1.0541 2024-03-12 14:25:04,622 - mmdet - INFO - Epoch [26][6300/7330] lr: 1.342e-05, eta: 1 day, 5:43:58, time: 1.412, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1499, s0.acc: 94.6863, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2243, s1.loss_cls: 0.0709, s1.acc: 94.8588, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1094, s2.loss_cls: 0.0350, s2.acc: 94.7108, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0514, loss: 1.0573 2024-03-12 14:26:18,135 - mmdet - INFO - Epoch [26][6350/7330] lr: 1.342e-05, eta: 1 day, 5:42:47, time: 1.470, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1630, s0.acc: 94.2671, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2263, s1.loss_cls: 0.0760, s1.acc: 94.5050, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1118, s2.loss_cls: 0.0381, s2.acc: 94.2373, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0529, loss: 1.1178 2024-03-12 14:27:31,031 - mmdet - INFO - Epoch [26][6400/7330] lr: 1.342e-05, eta: 1 day, 5:41:35, time: 1.458, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1558, s0.acc: 94.4504, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2290, s1.loss_cls: 0.0724, s1.acc: 94.7706, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1120, s2.loss_cls: 0.0361, s2.acc: 94.6586, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0528, loss: 1.0860 2024-03-12 14:28:41,395 - mmdet - INFO - Epoch [26][6450/7330] lr: 1.342e-05, eta: 1 day, 5:40:22, time: 1.407, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1562, s0.acc: 94.4563, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2261, s1.loss_cls: 0.0742, s1.acc: 94.6114, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1109, s2.loss_cls: 0.0373, s2.acc: 94.3972, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0522, loss: 1.0855 2024-03-12 14:29:52,798 - mmdet - INFO - Epoch [26][6500/7330] lr: 1.342e-05, eta: 1 day, 5:39:10, time: 1.428, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1561, s0.acc: 94.5098, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2247, s1.loss_cls: 0.0741, s1.acc: 94.6725, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1103, s2.loss_cls: 0.0369, s2.acc: 94.4918, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0519, loss: 1.0776 2024-03-12 14:31:08,290 - mmdet - INFO - Epoch [26][6550/7330] lr: 1.342e-05, eta: 1 day, 5:37:59, time: 1.510, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1520, s0.acc: 94.6240, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2231, s1.loss_cls: 0.0711, s1.acc: 94.8638, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1099, s2.loss_cls: 0.0350, s2.acc: 94.8336, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0517, loss: 1.0560 2024-03-12 14:32:29,919 - mmdet - INFO - Epoch [26][6600/7330] lr: 1.342e-05, eta: 1 day, 5:36:51, time: 1.633, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1601, s0.acc: 94.3728, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2245, s1.loss_cls: 0.0748, s1.acc: 94.6354, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1106, s2.loss_cls: 0.0377, s2.acc: 94.4046, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0523, loss: 1.0997 2024-03-12 14:33:44,805 - mmdet - INFO - Epoch [26][6650/7330] lr: 1.342e-05, eta: 1 day, 5:35:40, time: 1.498, data_time: 0.219, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1573, s0.acc: 94.4395, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2262, s1.loss_cls: 0.0725, s1.acc: 94.8339, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1119, s2.loss_cls: 0.0363, s2.acc: 94.6469, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0526, loss: 1.0930 2024-03-12 14:34:57,380 - mmdet - INFO - Epoch [26][6700/7330] lr: 1.342e-05, eta: 1 day, 5:34:28, time: 1.451, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1487, s0.acc: 94.7073, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2254, s1.loss_cls: 0.0697, s1.acc: 94.8691, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1114, s2.loss_cls: 0.0349, s2.acc: 94.7666, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0520, loss: 1.0565 2024-03-12 14:36:07,608 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-12 14:36:07,608 - mmdet - INFO - Epoch [26][6750/7330] lr: 1.342e-05, eta: 1 day, 5:33:16, time: 1.404, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1501, s0.acc: 94.6423, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2271, s1.loss_cls: 0.0707, s1.acc: 94.8766, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1112, s2.loss_cls: 0.0354, s2.acc: 94.7420, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0520, loss: 1.0632 2024-03-12 14:37:17,272 - mmdet - INFO - Epoch [26][6800/7330] lr: 1.342e-05, eta: 1 day, 5:32:03, time: 1.393, data_time: 0.115, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1532, s0.acc: 94.4792, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2208, s1.loss_cls: 0.0713, s1.acc: 94.7836, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1084, s2.loss_cls: 0.0356, s2.acc: 94.5636, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0511, loss: 1.0688 2024-03-12 14:38:30,947 - mmdet - INFO - Epoch [26][6850/7330] lr: 1.342e-05, eta: 1 day, 5:30:51, time: 1.474, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1668, s0.acc: 94.1255, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2299, s1.loss_cls: 0.0792, s1.acc: 94.2368, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1121, s2.loss_cls: 0.0386, s2.acc: 94.2338, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0523, loss: 1.1181 2024-03-12 14:39:46,177 - mmdet - INFO - Epoch [26][6900/7330] lr: 1.342e-05, eta: 1 day, 5:29:41, time: 1.505, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1558, s0.acc: 94.5037, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2336, s1.loss_cls: 0.0736, s1.acc: 94.6829, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1145, s2.loss_cls: 0.0374, s2.acc: 94.5108, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0541, loss: 1.0896 2024-03-12 14:41:01,766 - mmdet - INFO - Epoch [26][6950/7330] lr: 1.342e-05, eta: 1 day, 5:28:30, time: 1.512, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1524, s0.acc: 94.7229, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2286, s1.loss_cls: 0.0715, s1.acc: 94.8573, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1123, s2.loss_cls: 0.0353, s2.acc: 94.7674, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0522, loss: 1.0743 2024-03-12 14:42:13,481 - mmdet - INFO - Epoch [26][7000/7330] lr: 1.342e-05, eta: 1 day, 5:27:18, time: 1.434, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1434, s0.acc: 94.8926, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2167, s1.loss_cls: 0.0667, s1.acc: 95.1020, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1069, s2.loss_cls: 0.0335, s2.acc: 94.9371, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0506, loss: 1.0256 2024-03-12 14:43:20,477 - mmdet - INFO - Epoch [26][7050/7330] lr: 1.342e-05, eta: 1 day, 5:26:04, time: 1.340, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1462, s0.acc: 94.8584, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2155, s1.loss_cls: 0.0675, s1.acc: 95.1393, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1063, s2.loss_cls: 0.0332, s2.acc: 95.0496, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0499, loss: 1.0235 2024-03-12 14:44:29,546 - mmdet - INFO - Epoch [26][7100/7330] lr: 1.342e-05, eta: 1 day, 5:24:51, time: 1.381, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1570, s0.acc: 94.5374, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2243, s1.loss_cls: 0.0728, s1.acc: 94.8032, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1098, s2.loss_cls: 0.0358, s2.acc: 94.7693, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0518, loss: 1.0730 2024-03-12 14:45:44,111 - mmdet - INFO - Epoch [26][7150/7330] lr: 1.342e-05, eta: 1 day, 5:23:40, time: 1.492, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1563, s0.acc: 94.5891, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2236, s1.loss_cls: 0.0738, s1.acc: 94.7901, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1088, s2.loss_cls: 0.0362, s2.acc: 94.7007, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0511, loss: 1.0654 2024-03-12 14:46:56,560 - mmdet - INFO - Epoch [26][7200/7330] lr: 1.342e-05, eta: 1 day, 5:22:28, time: 1.449, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1541, s0.acc: 94.5059, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2262, s1.loss_cls: 0.0733, s1.acc: 94.6088, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1103, s2.loss_cls: 0.0368, s2.acc: 94.4701, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0524, loss: 1.0706 2024-03-12 14:48:12,191 - mmdet - INFO - Epoch [26][7250/7330] lr: 1.342e-05, eta: 1 day, 5:21:17, time: 1.513, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1555, s0.acc: 94.5532, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2297, s1.loss_cls: 0.0735, s1.acc: 94.7505, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1121, s2.loss_cls: 0.0367, s2.acc: 94.5640, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0521, loss: 1.0827 2024-03-12 14:49:24,902 - mmdet - INFO - Epoch [26][7300/7330] lr: 1.342e-05, eta: 1 day, 5:20:06, time: 1.454, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1525, s0.acc: 94.6113, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2269, s1.loss_cls: 0.0707, s1.acc: 94.8474, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1110, s2.loss_cls: 0.0350, s2.acc: 94.7274, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0524, loss: 1.0710 2024-03-12 14:50:02,756 - mmdet - INFO - Saving checkpoint at 26 epochs 2024-03-12 14:55:44,768 - mmdet - INFO - Evaluating bbox... 2024-03-12 14:56:21,181 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.494 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.683 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.535 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.330 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.531 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.638 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.632 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.632 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.632 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.465 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 ] = 0.780 2024-03-12 14:56:21,181 - mmdet - INFO - Evaluating segm... 2024-03-12 14:56:58,957 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.425 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.657 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.458 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.238 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 ] = 0.612 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 ] = 0.384 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.586 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.707 2024-03-12 14:56:59,573 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-12 14:56:59,576 - mmdet - INFO - Epoch(val) [26][1250] bbox_mAP: 0.4940, bbox_mAP_50: 0.6830, bbox_mAP_75: 0.5350, bbox_mAP_s: 0.3300, bbox_mAP_m: 0.5310, bbox_mAP_l: 0.6380, bbox_mAP_copypaste: 0.494 0.683 0.535 0.330 0.531 0.638, segm_mAP: 0.4250, segm_mAP_50: 0.6570, segm_mAP_75: 0.4580, segm_mAP_s: 0.2380, segm_mAP_m: 0.4580, segm_mAP_l: 0.6120, segm_mAP_copypaste: 0.425 0.657 0.458 0.238 0.458 0.612 2024-03-12 14:58:18,577 - mmdet - INFO - Epoch [27][50/7330] lr: 1.342e-05, eta: 1 day, 5:17:56, time: 1.577, data_time: 0.246, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1500, s0.acc: 94.6716, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2199, s1.loss_cls: 0.0692, s1.acc: 94.9624, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1091, s2.loss_cls: 0.0347, s2.acc: 94.7111, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0517, loss: 1.0570 2024-03-12 14:59:33,707 - mmdet - INFO - Epoch [27][100/7330] lr: 1.342e-05, eta: 1 day, 5:16:46, time: 1.503, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1499, s0.acc: 94.7256, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2173, s1.loss_cls: 0.0694, s1.acc: 94.9835, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1081, s2.loss_cls: 0.0347, s2.acc: 94.9615, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0507, loss: 1.0463 2024-03-12 15:00:49,798 - mmdet - INFO - Epoch [27][150/7330] lr: 1.342e-05, eta: 1 day, 5:15:35, time: 1.522, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1527, s0.acc: 94.4509, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2297, s1.loss_cls: 0.0702, s1.acc: 94.8386, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1128, s2.loss_cls: 0.0352, s2.acc: 94.6863, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0529, loss: 1.0926 2024-03-12 15:02:05,435 - mmdet - INFO - Epoch [27][200/7330] lr: 1.342e-05, eta: 1 day, 5:14:25, time: 1.513, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1500, s0.acc: 94.6877, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2213, s1.loss_cls: 0.0703, s1.acc: 94.8984, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1076, s2.loss_cls: 0.0352, s2.acc: 94.7504, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0502, loss: 1.0535 2024-03-12 15:03:17,043 - mmdet - INFO - Epoch [27][250/7330] lr: 1.342e-05, eta: 1 day, 5:13:13, time: 1.432, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1473, s0.acc: 94.7581, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2220, s1.loss_cls: 0.0695, s1.acc: 94.9358, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1088, s2.loss_cls: 0.0345, s2.acc: 94.8173, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0514, loss: 1.0368 2024-03-12 15:04:32,284 - mmdet - INFO - Epoch [27][300/7330] lr: 1.342e-05, eta: 1 day, 5:12:02, time: 1.505, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1548, s0.acc: 94.5376, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2249, s1.loss_cls: 0.0718, s1.acc: 94.7884, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1096, s2.loss_cls: 0.0358, s2.acc: 94.6374, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0514, loss: 1.0793 2024-03-12 15:05:44,350 - mmdet - INFO - Epoch [27][350/7330] lr: 1.342e-05, eta: 1 day, 5:10:50, time: 1.442, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1531, s0.acc: 94.4709, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2268, s1.loss_cls: 0.0730, s1.acc: 94.6416, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1113, s2.loss_cls: 0.0363, s2.acc: 94.5573, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0521, loss: 1.0789 2024-03-12 15:06:56,767 - mmdet - INFO - Epoch [27][400/7330] lr: 1.342e-05, eta: 1 day, 5:09:38, time: 1.448, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1528, s0.acc: 94.6443, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2262, s1.loss_cls: 0.0699, s1.acc: 94.9211, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1114, s2.loss_cls: 0.0351, s2.acc: 94.7195, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0526, loss: 1.0758 2024-03-12 15:08:11,946 - mmdet - INFO - Epoch [27][450/7330] lr: 1.342e-05, eta: 1 day, 5:08:27, time: 1.504, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1555, s0.acc: 94.4756, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2280, s1.loss_cls: 0.0731, s1.acc: 94.7135, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1120, s2.loss_cls: 0.0366, s2.acc: 94.5068, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0528, loss: 1.0883 2024-03-12 15:09:25,396 - mmdet - INFO - Epoch [27][500/7330] lr: 1.342e-05, eta: 1 day, 5:07:16, time: 1.469, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1463, s0.acc: 94.7681, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2232, s1.loss_cls: 0.0680, s1.acc: 94.9834, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1088, s2.loss_cls: 0.0336, s2.acc: 94.9267, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0508, loss: 1.0360 2024-03-12 15:10:39,491 - mmdet - INFO - Epoch [27][550/7330] lr: 1.342e-05, eta: 1 day, 5:06:04, time: 1.482, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1460, s0.acc: 94.7671, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2219, s1.loss_cls: 0.0678, s1.acc: 95.0429, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1088, s2.loss_cls: 0.0340, s2.acc: 94.8656, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0512, loss: 1.0427 2024-03-12 15:11:50,044 - mmdet - INFO - Epoch [27][600/7330] lr: 1.342e-05, eta: 1 day, 5:04:52, time: 1.411, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1533, s0.acc: 94.6917, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2287, s1.loss_cls: 0.0705, s1.acc: 94.9921, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1114, s2.loss_cls: 0.0345, s2.acc: 94.8939, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0525, loss: 1.0650 2024-03-12 15:13:01,688 - mmdet - INFO - Epoch [27][650/7330] lr: 1.342e-05, eta: 1 day, 5:03:40, time: 1.433, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1510, s0.acc: 94.6387, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2263, s1.loss_cls: 0.0699, s1.acc: 94.9493, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1106, s2.loss_cls: 0.0349, s2.acc: 94.7571, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0517, loss: 1.0626 2024-03-12 15:14:12,784 - mmdet - INFO - Epoch [27][700/7330] lr: 1.342e-05, eta: 1 day, 5:02:27, time: 1.422, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1512, s0.acc: 94.6055, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2224, s1.loss_cls: 0.0707, s1.acc: 94.9045, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1093, s2.loss_cls: 0.0353, s2.acc: 94.6954, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0513, loss: 1.0674 2024-03-12 15:15:28,346 - mmdet - INFO - Epoch [27][750/7330] lr: 1.342e-05, eta: 1 day, 5:01:17, time: 1.511, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1560, s0.acc: 94.4158, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2225, s1.loss_cls: 0.0731, s1.acc: 94.7137, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1089, s2.loss_cls: 0.0363, s2.acc: 94.6553, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0511, loss: 1.0721 2024-03-12 15:16:37,962 - mmdet - INFO - Epoch [27][800/7330] lr: 1.342e-05, eta: 1 day, 5:00:04, time: 1.392, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1443, s0.acc: 94.8572, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2168, s1.loss_cls: 0.0666, s1.acc: 95.2014, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1073, s2.loss_cls: 0.0329, s2.acc: 95.1487, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0510, loss: 1.0300 2024-03-12 15:17:49,024 - mmdet - INFO - Epoch [27][850/7330] lr: 1.342e-05, eta: 1 day, 4:58:52, time: 1.421, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1518, s0.acc: 94.5132, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2268, s1.loss_cls: 0.0725, s1.acc: 94.6785, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1110, s2.loss_cls: 0.0365, s2.acc: 94.5687, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0519, loss: 1.0800 2024-03-12 15:19:01,619 - mmdet - INFO - Epoch [27][900/7330] lr: 1.342e-05, eta: 1 day, 4:57:40, time: 1.452, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1570, s0.acc: 94.4309, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2303, s1.loss_cls: 0.0748, s1.acc: 94.5438, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1127, s2.loss_cls: 0.0370, s2.acc: 94.4903, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0530, loss: 1.0963 2024-03-12 15:20:18,260 - mmdet - INFO - Epoch [27][950/7330] lr: 1.342e-05, eta: 1 day, 4:56:29, time: 1.533, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1477, s0.acc: 94.7507, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2232, s1.loss_cls: 0.0690, s1.acc: 94.9858, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1108, s2.loss_cls: 0.0345, s2.acc: 94.8456, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0522, loss: 1.0502 2024-03-12 15:21:26,504 - mmdet - INFO - Epoch [27][1000/7330] lr: 1.342e-05, eta: 1 day, 4:55:16, time: 1.365, data_time: 0.118, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1449, s0.acc: 94.8948, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2167, s1.loss_cls: 0.0679, s1.acc: 95.1158, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1066, s2.loss_cls: 0.0338, s2.acc: 95.0216, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0500, loss: 1.0183 2024-03-12 15:22:40,120 - mmdet - INFO - Epoch [27][1050/7330] lr: 1.342e-05, eta: 1 day, 4:54:05, time: 1.472, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1509, s0.acc: 94.6753, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2276, s1.loss_cls: 0.0703, s1.acc: 94.8851, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1125, s2.loss_cls: 0.0351, s2.acc: 94.7253, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0526, loss: 1.0762 2024-03-12 15:23:54,493 - mmdet - INFO - Epoch [27][1100/7330] lr: 1.342e-05, eta: 1 day, 4:52:54, time: 1.487, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1568, s0.acc: 94.4910, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2247, s1.loss_cls: 0.0733, s1.acc: 94.7455, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1097, s2.loss_cls: 0.0363, s2.acc: 94.6591, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0513, loss: 1.0754 2024-03-12 15:25:04,987 - mmdet - INFO - Epoch [27][1150/7330] lr: 1.342e-05, eta: 1 day, 4:51:41, time: 1.410, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1460, s0.acc: 94.8418, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2238, s1.loss_cls: 0.0682, s1.acc: 95.0057, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1093, s2.loss_cls: 0.0336, s2.acc: 94.9887, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0513, loss: 1.0346 2024-03-12 15:26:18,315 - mmdet - INFO - Epoch [27][1200/7330] lr: 1.342e-05, eta: 1 day, 4:50:29, time: 1.467, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1573, s0.acc: 94.5034, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2252, s1.loss_cls: 0.0735, s1.acc: 94.6912, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1098, s2.loss_cls: 0.0365, s2.acc: 94.5688, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0516, loss: 1.0821 2024-03-12 15:27:24,459 - mmdet - INFO - Epoch [27][1250/7330] lr: 1.342e-05, eta: 1 day, 4:49:15, time: 1.323, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1482, s0.acc: 94.8472, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2192, s1.loss_cls: 0.0706, s1.acc: 95.0073, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1096, s2.loss_cls: 0.0352, s2.acc: 94.9347, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0517, loss: 1.0478 2024-03-12 15:28:37,051 - mmdet - INFO - Epoch [27][1300/7330] lr: 1.342e-05, eta: 1 day, 4:48:03, time: 1.452, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1461, s0.acc: 94.8528, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2245, s1.loss_cls: 0.0693, s1.acc: 95.0105, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1106, s2.loss_cls: 0.0348, s2.acc: 94.9477, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0519, loss: 1.0383 2024-03-12 15:29:46,359 - mmdet - INFO - Epoch [27][1350/7330] lr: 1.342e-05, eta: 1 day, 4:46:50, time: 1.386, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1555, s0.acc: 94.5591, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2237, s1.loss_cls: 0.0722, s1.acc: 94.7265, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1109, s2.loss_cls: 0.0361, s2.acc: 94.5947, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0521, loss: 1.0759 2024-03-12 15:30:53,392 - mmdet - INFO - Epoch [27][1400/7330] lr: 1.342e-05, eta: 1 day, 4:45:37, time: 1.341, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1463, s0.acc: 94.7161, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2218, s1.loss_cls: 0.0672, s1.acc: 94.9995, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1093, s2.loss_cls: 0.0334, s2.acc: 94.9139, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0516, loss: 1.0460 2024-03-12 15:32:10,257 - mmdet - INFO - Epoch [27][1450/7330] lr: 1.342e-05, eta: 1 day, 4:44:26, time: 1.537, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1544, s0.acc: 94.5391, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2248, s1.loss_cls: 0.0727, s1.acc: 94.7665, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1112, s2.loss_cls: 0.0363, s2.acc: 94.5570, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0522, loss: 1.0791 2024-03-12 15:33:20,714 - mmdet - INFO - Epoch [27][1500/7330] lr: 1.342e-05, eta: 1 day, 4:43:14, time: 1.409, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1459, s0.acc: 94.7356, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2220, s1.loss_cls: 0.0690, s1.acc: 94.8568, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1099, s2.loss_cls: 0.0352, s2.acc: 94.6790, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0517, loss: 1.0534 2024-03-12 15:34:33,887 - mmdet - INFO - Epoch [27][1550/7330] lr: 1.342e-05, eta: 1 day, 4:42:02, time: 1.463, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1491, s0.acc: 94.6919, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2244, s1.loss_cls: 0.0694, s1.acc: 95.0378, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1120, s2.loss_cls: 0.0346, s2.acc: 94.8267, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0529, loss: 1.0535 2024-03-12 15:35:47,467 - mmdet - INFO - Epoch [27][1600/7330] lr: 1.342e-05, eta: 1 day, 4:40:51, time: 1.472, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1504, s0.acc: 94.5947, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2256, s1.loss_cls: 0.0712, s1.acc: 94.7443, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1103, s2.loss_cls: 0.0357, s2.acc: 94.5862, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0518, loss: 1.0713 2024-03-12 15:37:01,180 - mmdet - INFO - Epoch [27][1650/7330] lr: 1.342e-05, eta: 1 day, 4:39:40, time: 1.474, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1552, s0.acc: 94.4038, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2280, s1.loss_cls: 0.0736, s1.acc: 94.5650, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1113, s2.loss_cls: 0.0370, s2.acc: 94.3747, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0523, loss: 1.0981 2024-03-12 15:38:15,389 - mmdet - INFO - Epoch [27][1700/7330] lr: 1.342e-05, eta: 1 day, 4:38:28, time: 1.484, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1547, s0.acc: 94.4946, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2222, s1.loss_cls: 0.0728, s1.acc: 94.7798, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1095, s2.loss_cls: 0.0366, s2.acc: 94.6532, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0517, loss: 1.0827 2024-03-12 15:39:25,805 - mmdet - INFO - Epoch [27][1750/7330] lr: 1.342e-05, eta: 1 day, 4:37:16, time: 1.408, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1520, s0.acc: 94.5930, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2269, s1.loss_cls: 0.0704, s1.acc: 94.7742, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1117, s2.loss_cls: 0.0348, s2.acc: 94.7142, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0521, loss: 1.0693 2024-03-12 15:40:39,641 - mmdet - INFO - Epoch [27][1800/7330] lr: 1.342e-05, eta: 1 day, 4:36:04, time: 1.477, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1498, s0.acc: 94.7229, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2223, s1.loss_cls: 0.0701, s1.acc: 95.0076, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1090, s2.loss_cls: 0.0350, s2.acc: 94.8193, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0516, loss: 1.0522 2024-03-12 15:41:54,180 - mmdet - INFO - Epoch [27][1850/7330] lr: 1.342e-05, eta: 1 day, 4:34:53, time: 1.491, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1626, s0.acc: 94.4141, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2242, s1.loss_cls: 0.0763, s1.acc: 94.6183, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1101, s2.loss_cls: 0.0376, s2.acc: 94.4460, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0518, loss: 1.0827 2024-03-12 15:43:04,363 - mmdet - INFO - Epoch [27][1900/7330] lr: 1.342e-05, eta: 1 day, 4:33:41, time: 1.404, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1543, s0.acc: 94.5498, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2230, s1.loss_cls: 0.0713, s1.acc: 94.7986, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1097, s2.loss_cls: 0.0352, s2.acc: 94.7806, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0512, loss: 1.0622 2024-03-12 15:44:10,778 - mmdet - INFO - Epoch [27][1950/7330] lr: 1.342e-05, eta: 1 day, 4:32:27, time: 1.328, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1489, s0.acc: 94.7473, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2274, s1.loss_cls: 0.0692, s1.acc: 95.0516, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1121, s2.loss_cls: 0.0341, s2.acc: 94.9185, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0528, loss: 1.0690 2024-03-12 15:45:26,081 - mmdet - INFO - Epoch [27][2000/7330] lr: 1.342e-05, eta: 1 day, 4:31:16, time: 1.506, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1591, s0.acc: 94.3813, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2251, s1.loss_cls: 0.0751, s1.acc: 94.6662, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1105, s2.loss_cls: 0.0374, s2.acc: 94.4889, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0519, loss: 1.0845 2024-03-12 15:46:37,237 - mmdet - INFO - Epoch [27][2050/7330] lr: 1.342e-05, eta: 1 day, 4:30:03, time: 1.423, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1581, s0.acc: 94.3987, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2270, s1.loss_cls: 0.0735, s1.acc: 94.6678, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1111, s2.loss_cls: 0.0362, s2.acc: 94.6504, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0524, loss: 1.0915 2024-03-12 15:47:50,843 - mmdet - INFO - Epoch [27][2100/7330] lr: 1.342e-05, eta: 1 day, 4:28:52, time: 1.472, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1521, s0.acc: 94.5786, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2271, s1.loss_cls: 0.0719, s1.acc: 94.7664, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1125, s2.loss_cls: 0.0360, s2.acc: 94.6131, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0530, loss: 1.0788 2024-03-12 15:48:59,928 - mmdet - INFO - Epoch [27][2150/7330] lr: 1.342e-05, eta: 1 day, 4:27:39, time: 1.382, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1540, s0.acc: 94.5820, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2258, s1.loss_cls: 0.0708, s1.acc: 94.9672, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1094, s2.loss_cls: 0.0351, s2.acc: 94.8141, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0514, loss: 1.0746 2024-03-12 15:50:12,995 - mmdet - INFO - Epoch [27][2200/7330] lr: 1.342e-05, eta: 1 day, 4:26:27, time: 1.461, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1443, s0.acc: 94.8044, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2198, s1.loss_cls: 0.0685, s1.acc: 95.0100, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1081, s2.loss_cls: 0.0341, s2.acc: 94.8801, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0506, loss: 1.0306 2024-03-12 15:51:25,218 - mmdet - INFO - Epoch [27][2250/7330] lr: 1.342e-05, eta: 1 day, 4:25:15, time: 1.444, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1540, s0.acc: 94.5435, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2244, s1.loss_cls: 0.0720, s1.acc: 94.7815, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1097, s2.loss_cls: 0.0359, s2.acc: 94.6589, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0515, loss: 1.0584 2024-03-12 15:52:39,156 - mmdet - INFO - Epoch [27][2300/7330] lr: 1.342e-05, eta: 1 day, 4:24:04, time: 1.479, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1557, s0.acc: 94.5476, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2263, s1.loss_cls: 0.0735, s1.acc: 94.6781, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1105, s2.loss_cls: 0.0366, s2.acc: 94.5421, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0518, loss: 1.0817 2024-03-12 15:53:51,407 - mmdet - INFO - Epoch [27][2350/7330] lr: 1.342e-05, eta: 1 day, 4:22:52, time: 1.445, data_time: 0.222, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1484, s0.acc: 94.7253, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2259, s1.loss_cls: 0.0702, s1.acc: 94.9424, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1114, s2.loss_cls: 0.0353, s2.acc: 94.7263, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0520, loss: 1.0593 2024-03-12 15:55:04,922 - mmdet - INFO - Epoch [27][2400/7330] lr: 1.342e-05, eta: 1 day, 4:21:41, time: 1.470, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1549, s0.acc: 94.6152, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2274, s1.loss_cls: 0.0724, s1.acc: 94.7693, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1105, s2.loss_cls: 0.0357, s2.acc: 94.7272, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0519, loss: 1.0780 2024-03-12 15:56:15,252 - mmdet - INFO - Epoch [27][2450/7330] lr: 1.342e-05, eta: 1 day, 4:20:28, time: 1.407, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1614, s0.acc: 94.2625, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2252, s1.loss_cls: 0.0752, s1.acc: 94.4815, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1102, s2.loss_cls: 0.0370, s2.acc: 94.3455, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0519, loss: 1.1079 2024-03-12 15:57:29,039 - mmdet - INFO - Epoch [27][2500/7330] lr: 1.342e-05, eta: 1 day, 4:19:17, time: 1.476, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1576, s0.acc: 94.3318, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2264, s1.loss_cls: 0.0753, s1.acc: 94.4902, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1110, s2.loss_cls: 0.0377, s2.acc: 94.3357, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0522, loss: 1.0935 2024-03-12 15:58:39,548 - mmdet - INFO - Epoch [27][2550/7330] lr: 1.342e-05, eta: 1 day, 4:18:04, time: 1.410, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1517, s0.acc: 94.6179, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2286, s1.loss_cls: 0.0712, s1.acc: 94.7949, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1131, s2.loss_cls: 0.0355, s2.acc: 94.7261, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0534, loss: 1.0700 2024-03-12 15:59:50,840 - mmdet - INFO - Epoch [27][2600/7330] lr: 1.342e-05, eta: 1 day, 4:16:52, time: 1.426, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1503, s0.acc: 94.7449, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2289, s1.loss_cls: 0.0715, s1.acc: 94.9592, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1114, s2.loss_cls: 0.0356, s2.acc: 94.7132, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0522, loss: 1.0623 2024-03-12 16:00:58,161 - mmdet - INFO - Epoch [27][2650/7330] lr: 1.342e-05, eta: 1 day, 4:15:38, time: 1.346, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1468, s0.acc: 94.7668, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2234, s1.loss_cls: 0.0689, s1.acc: 94.9876, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1101, s2.loss_cls: 0.0342, s2.acc: 94.9120, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0520, loss: 1.0373 2024-03-12 16:02:11,447 - mmdet - INFO - Epoch [27][2700/7330] lr: 1.342e-05, eta: 1 day, 4:14:27, time: 1.466, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1649, s0.acc: 94.1555, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2299, s1.loss_cls: 0.0764, s1.acc: 94.4767, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1132, s2.loss_cls: 0.0378, s2.acc: 94.3369, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0533, loss: 1.1250 2024-03-12 16:03:25,717 - mmdet - INFO - Epoch [27][2750/7330] lr: 1.342e-05, eta: 1 day, 4:13:16, time: 1.485, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1548, s0.acc: 94.5701, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2309, s1.loss_cls: 0.0713, s1.acc: 94.8993, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1120, s2.loss_cls: 0.0352, s2.acc: 94.8248, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0526, loss: 1.0852 2024-03-12 16:04:38,982 - mmdet - INFO - Epoch [27][2800/7330] lr: 1.342e-05, eta: 1 day, 4:12:04, time: 1.465, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1522, s0.acc: 94.6851, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2288, s1.loss_cls: 0.0717, s1.acc: 94.9638, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1120, s2.loss_cls: 0.0354, s2.acc: 94.8344, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0525, loss: 1.0669 2024-03-12 16:05:56,856 - mmdet - INFO - Epoch [27][2850/7330] lr: 1.342e-05, eta: 1 day, 4:10:54, time: 1.557, data_time: 0.238, memory: 17966, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1545, s0.acc: 94.4675, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2234, s1.loss_cls: 0.0718, s1.acc: 94.7488, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1090, s2.loss_cls: 0.0358, s2.acc: 94.6097, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0514, loss: 1.0713 2024-03-12 16:07:07,279 - mmdet - INFO - Epoch [27][2900/7330] lr: 1.342e-05, eta: 1 day, 4:09:42, time: 1.408, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1509, s0.acc: 94.6355, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2246, s1.loss_cls: 0.0699, s1.acc: 94.8613, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1104, s2.loss_cls: 0.0348, s2.acc: 94.7834, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0517, loss: 1.0627 2024-03-12 16:08:22,435 - mmdet - INFO - Epoch [27][2950/7330] lr: 1.342e-05, eta: 1 day, 4:08:31, time: 1.503, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1551, s0.acc: 94.5168, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2217, s1.loss_cls: 0.0735, s1.acc: 94.7267, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1105, s2.loss_cls: 0.0363, s2.acc: 94.6067, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0522, loss: 1.0657 2024-03-12 16:09:35,027 - mmdet - INFO - Epoch [27][3000/7330] lr: 1.342e-05, eta: 1 day, 4:07:19, time: 1.452, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1483, s0.acc: 94.7244, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2226, s1.loss_cls: 0.0697, s1.acc: 94.9943, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1102, s2.loss_cls: 0.0350, s2.acc: 94.7914, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0518, loss: 1.0529 2024-03-12 16:10:46,870 - mmdet - INFO - Epoch [27][3050/7330] lr: 1.342e-05, eta: 1 day, 4:06:07, time: 1.437, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1459, s0.acc: 94.7576, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2184, s1.loss_cls: 0.0678, s1.acc: 94.9611, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1071, s2.loss_cls: 0.0339, s2.acc: 94.8243, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0502, loss: 1.0321 2024-03-12 16:12:00,966 - mmdet - INFO - Epoch [27][3100/7330] lr: 1.342e-05, eta: 1 day, 4:04:56, time: 1.482, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1609, s0.acc: 94.3755, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2260, s1.loss_cls: 0.0756, s1.acc: 94.6169, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1105, s2.loss_cls: 0.0379, s2.acc: 94.5371, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0519, loss: 1.0906 2024-03-12 16:13:12,507 - mmdet - INFO - Epoch [27][3150/7330] lr: 1.342e-05, eta: 1 day, 4:03:43, time: 1.431, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1559, s0.acc: 94.5046, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2234, s1.loss_cls: 0.0728, s1.acc: 94.7769, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1099, s2.loss_cls: 0.0367, s2.acc: 94.5186, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0520, loss: 1.0799 2024-03-12 16:14:25,838 - mmdet - INFO - Epoch [27][3200/7330] lr: 1.342e-05, eta: 1 day, 4:02:32, time: 1.467, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1604, s0.acc: 94.3125, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2277, s1.loss_cls: 0.0744, s1.acc: 94.6136, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1117, s2.loss_cls: 0.0368, s2.acc: 94.5875, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0524, loss: 1.1025 2024-03-12 16:15:38,020 - mmdet - INFO - Epoch [27][3250/7330] lr: 1.342e-05, eta: 1 day, 4:01:20, time: 1.444, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1496, s0.acc: 94.6265, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2267, s1.loss_cls: 0.0702, s1.acc: 94.8742, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1123, s2.loss_cls: 0.0353, s2.acc: 94.7523, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0525, loss: 1.0641 2024-03-12 16:16:47,022 - mmdet - INFO - Epoch [27][3300/7330] lr: 1.342e-05, eta: 1 day, 4:00:07, time: 1.380, data_time: 0.099, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1402, s0.acc: 94.9624, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2212, s1.loss_cls: 0.0653, s1.acc: 95.1938, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1089, s2.loss_cls: 0.0326, s2.acc: 95.0962, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0512, loss: 1.0138 2024-03-12 16:17:57,507 - mmdet - INFO - Epoch [27][3350/7330] lr: 1.342e-05, eta: 1 day, 3:58:54, time: 1.410, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1558, s0.acc: 94.4062, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2300, s1.loss_cls: 0.0737, s1.acc: 94.6142, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1123, s2.loss_cls: 0.0372, s2.acc: 94.3386, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0526, loss: 1.0919 2024-03-12 16:19:08,481 - mmdet - INFO - Epoch [27][3400/7330] lr: 1.342e-05, eta: 1 day, 3:57:42, time: 1.419, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1428, s0.acc: 94.9148, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2181, s1.loss_cls: 0.0672, s1.acc: 95.1053, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1074, s2.loss_cls: 0.0336, s2.acc: 94.9675, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0504, loss: 1.0293 2024-03-12 16:20:25,331 - mmdet - INFO - Epoch [27][3450/7330] lr: 1.342e-05, eta: 1 day, 3:56:32, time: 1.537, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1630, s0.acc: 94.3850, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2256, s1.loss_cls: 0.0771, s1.acc: 94.5302, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1098, s2.loss_cls: 0.0382, s2.acc: 94.3663, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0515, loss: 1.0899 2024-03-12 16:21:37,551 - mmdet - INFO - Epoch [27][3500/7330] lr: 1.342e-05, eta: 1 day, 3:55:20, time: 1.444, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1598, s0.acc: 94.3086, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2309, s1.loss_cls: 0.0751, s1.acc: 94.4215, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1123, s2.loss_cls: 0.0370, s2.acc: 94.3381, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0526, loss: 1.1093 2024-03-12 16:22:50,776 - mmdet - INFO - Epoch [27][3550/7330] lr: 1.342e-05, eta: 1 day, 3:54:08, time: 1.464, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1514, s0.acc: 94.5408, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2243, s1.loss_cls: 0.0704, s1.acc: 94.8449, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1103, s2.loss_cls: 0.0355, s2.acc: 94.7202, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0523, loss: 1.0655 2024-03-12 16:24:00,444 - mmdet - INFO - Epoch [27][3600/7330] lr: 1.342e-05, eta: 1 day, 3:52:55, time: 1.393, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1539, s0.acc: 94.5911, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2252, s1.loss_cls: 0.0721, s1.acc: 94.8371, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1090, s2.loss_cls: 0.0355, s2.acc: 94.7486, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0514, loss: 1.0668 2024-03-12 16:25:11,151 - mmdet - INFO - Epoch [27][3650/7330] lr: 1.342e-05, eta: 1 day, 3:51:43, time: 1.414, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1611, s0.acc: 94.2825, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2215, s1.loss_cls: 0.0757, s1.acc: 94.4922, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1072, s2.loss_cls: 0.0371, s2.acc: 94.3781, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0503, loss: 1.0923 2024-03-12 16:26:22,354 - mmdet - INFO - Epoch [27][3700/7330] lr: 1.342e-05, eta: 1 day, 3:50:31, time: 1.424, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1528, s0.acc: 94.5254, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2195, s1.loss_cls: 0.0713, s1.acc: 94.7292, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1089, s2.loss_cls: 0.0353, s2.acc: 94.6802, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0512, loss: 1.0616 2024-03-12 16:27:35,114 - mmdet - INFO - Epoch [27][3750/7330] lr: 1.342e-05, eta: 1 day, 3:49:19, time: 1.455, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1536, s0.acc: 94.6216, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2275, s1.loss_cls: 0.0728, s1.acc: 94.6989, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1126, s2.loss_cls: 0.0362, s2.acc: 94.5616, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0531, loss: 1.0729 2024-03-12 16:28:54,793 - mmdet - INFO - Epoch [27][3800/7330] lr: 1.342e-05, eta: 1 day, 3:48:10, time: 1.594, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1497, s0.acc: 94.6169, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2218, s1.loss_cls: 0.0694, s1.acc: 94.9114, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1088, s2.loss_cls: 0.0345, s2.acc: 94.7672, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0515, loss: 1.0518 2024-03-12 16:30:09,340 - mmdet - INFO - Epoch [27][3850/7330] lr: 1.342e-05, eta: 1 day, 3:46:59, time: 1.491, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1590, s0.acc: 94.4448, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2271, s1.loss_cls: 0.0745, s1.acc: 94.5990, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1110, s2.loss_cls: 0.0374, s2.acc: 94.4500, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0523, loss: 1.0941 2024-03-12 16:31:17,500 - mmdet - INFO - Epoch [27][3900/7330] lr: 1.342e-05, eta: 1 day, 3:45:45, time: 1.363, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1600, s0.acc: 94.4199, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2302, s1.loss_cls: 0.0732, s1.acc: 94.7429, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1115, s2.loss_cls: 0.0363, s2.acc: 94.6637, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0526, loss: 1.0891 2024-03-12 16:32:28,227 - mmdet - INFO - Epoch [27][3950/7330] lr: 1.342e-05, eta: 1 day, 3:44:33, time: 1.414, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1495, s0.acc: 94.7400, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2241, s1.loss_cls: 0.0708, s1.acc: 94.8706, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1108, s2.loss_cls: 0.0353, s2.acc: 94.7375, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0530, loss: 1.0484 2024-03-12 16:33:40,430 - mmdet - INFO - Epoch [27][4000/7330] lr: 1.342e-05, eta: 1 day, 3:43:21, time: 1.444, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1579, s0.acc: 94.4258, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2257, s1.loss_cls: 0.0743, s1.acc: 94.7304, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1111, s2.loss_cls: 0.0367, s2.acc: 94.5659, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0521, loss: 1.0930 2024-03-12 16:34:49,616 - mmdet - INFO - Epoch [27][4050/7330] lr: 1.342e-05, eta: 1 day, 3:42:08, time: 1.384, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1505, s0.acc: 94.7930, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2229, s1.loss_cls: 0.0703, s1.acc: 95.0106, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1103, s2.loss_cls: 0.0349, s2.acc: 94.9012, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0519, loss: 1.0546 2024-03-12 16:36:00,155 - mmdet - INFO - Epoch [27][4100/7330] lr: 1.342e-05, eta: 1 day, 3:40:55, time: 1.411, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1504, s0.acc: 94.7014, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2223, s1.loss_cls: 0.0709, s1.acc: 94.9150, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1100, s2.loss_cls: 0.0354, s2.acc: 94.8486, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0517, loss: 1.0619 2024-03-12 16:37:10,647 - mmdet - INFO - Epoch [27][4150/7330] lr: 1.342e-05, eta: 1 day, 3:39:43, time: 1.409, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1549, s0.acc: 94.4836, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2226, s1.loss_cls: 0.0733, s1.acc: 94.6577, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1092, s2.loss_cls: 0.0364, s2.acc: 94.5321, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0511, loss: 1.0637 2024-03-12 16:38:27,192 - mmdet - INFO - Epoch [27][4200/7330] lr: 1.342e-05, eta: 1 day, 3:38:32, time: 1.531, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1594, s0.acc: 94.4062, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2238, s1.loss_cls: 0.0747, s1.acc: 94.5683, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1104, s2.loss_cls: 0.0366, s2.acc: 94.5144, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0518, loss: 1.0863 2024-03-12 16:39:40,779 - mmdet - INFO - Epoch [27][4250/7330] lr: 1.342e-05, eta: 1 day, 3:37:21, time: 1.472, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1534, s0.acc: 94.5352, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2284, s1.loss_cls: 0.0714, s1.acc: 94.7373, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1116, s2.loss_cls: 0.0362, s2.acc: 94.5025, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0523, loss: 1.0782 2024-03-12 16:40:52,327 - mmdet - INFO - Epoch [27][4300/7330] lr: 1.342e-05, eta: 1 day, 3:36:09, time: 1.431, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1598, s0.acc: 94.4583, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2324, s1.loss_cls: 0.0739, s1.acc: 94.7259, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1141, s2.loss_cls: 0.0364, s2.acc: 94.6252, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0530, loss: 1.1025 2024-03-12 16:42:07,111 - mmdet - INFO - Epoch [27][4350/7330] lr: 1.342e-05, eta: 1 day, 3:34:58, time: 1.496, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1557, s0.acc: 94.5188, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2298, s1.loss_cls: 0.0730, s1.acc: 94.6991, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1119, s2.loss_cls: 0.0365, s2.acc: 94.5733, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0519, loss: 1.0772 2024-03-12 16:43:19,549 - mmdet - INFO - Epoch [27][4400/7330] lr: 1.342e-05, eta: 1 day, 3:33:46, time: 1.449, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1491, s0.acc: 94.6619, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2284, s1.loss_cls: 0.0693, s1.acc: 94.9676, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1127, s2.loss_cls: 0.0347, s2.acc: 94.7300, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0533, loss: 1.0708 2024-03-12 16:44:30,531 - mmdet - INFO - Epoch [27][4450/7330] lr: 1.342e-05, eta: 1 day, 3:32:33, time: 1.420, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1532, s0.acc: 94.4275, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2308, s1.loss_cls: 0.0719, s1.acc: 94.6766, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1118, s2.loss_cls: 0.0357, s2.acc: 94.6081, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0525, loss: 1.0788 2024-03-12 16:45:40,974 - mmdet - INFO - Epoch [27][4500/7330] lr: 1.342e-05, eta: 1 day, 3:31:21, time: 1.409, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1558, s0.acc: 94.4670, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2242, s1.loss_cls: 0.0720, s1.acc: 94.6829, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1096, s2.loss_cls: 0.0355, s2.acc: 94.6278, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0516, loss: 1.0764 2024-03-12 16:46:55,033 - mmdet - INFO - Epoch [27][4550/7330] lr: 1.342e-05, eta: 1 day, 3:30:10, time: 1.481, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1465, s0.acc: 94.8416, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2180, s1.loss_cls: 0.0697, s1.acc: 94.9834, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1069, s2.loss_cls: 0.0345, s2.acc: 94.8834, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0507, loss: 1.0294 2024-03-12 16:48:09,268 - mmdet - INFO - Epoch [27][4600/7330] lr: 1.342e-05, eta: 1 day, 3:28:58, time: 1.485, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1581, s0.acc: 94.4509, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2262, s1.loss_cls: 0.0738, s1.acc: 94.7023, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1110, s2.loss_cls: 0.0366, s2.acc: 94.6575, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0524, loss: 1.0872 2024-03-12 16:49:22,416 - mmdet - INFO - Epoch [27][4650/7330] lr: 1.342e-05, eta: 1 day, 3:27:47, time: 1.463, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1630, s0.acc: 94.1587, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2280, s1.loss_cls: 0.0772, s1.acc: 94.2458, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1114, s2.loss_cls: 0.0382, s2.acc: 94.1709, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0526, loss: 1.1277 2024-03-12 16:50:34,435 - mmdet - INFO - Epoch [27][4700/7330] lr: 1.342e-05, eta: 1 day, 3:26:35, time: 1.441, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1602, s0.acc: 94.4128, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2243, s1.loss_cls: 0.0744, s1.acc: 94.6518, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1112, s2.loss_cls: 0.0374, s2.acc: 94.4037, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0523, loss: 1.0871 2024-03-12 16:51:46,072 - mmdet - INFO - Epoch [27][4750/7330] lr: 1.342e-05, eta: 1 day, 3:25:23, time: 1.432, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1543, s0.acc: 94.5874, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2208, s1.loss_cls: 0.0723, s1.acc: 94.8641, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1072, s2.loss_cls: 0.0362, s2.acc: 94.7474, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0501, loss: 1.0572 2024-03-12 16:53:01,139 - mmdet - INFO - Epoch [27][4800/7330] lr: 1.342e-05, eta: 1 day, 3:24:12, time: 1.502, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1502, s0.acc: 94.6392, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2252, s1.loss_cls: 0.0708, s1.acc: 94.8052, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1103, s2.loss_cls: 0.0353, s2.acc: 94.7468, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0521, loss: 1.0610 2024-03-12 16:54:10,590 - mmdet - INFO - Epoch [27][4850/7330] lr: 1.342e-05, eta: 1 day, 3:22:59, time: 1.389, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1588, s0.acc: 94.3899, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2238, s1.loss_cls: 0.0738, s1.acc: 94.6786, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1100, s2.loss_cls: 0.0367, s2.acc: 94.5212, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0518, loss: 1.0864 2024-03-12 16:55:25,589 - mmdet - INFO - Epoch [27][4900/7330] lr: 1.342e-05, eta: 1 day, 3:21:48, time: 1.500, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1598, s0.acc: 94.3792, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2246, s1.loss_cls: 0.0741, s1.acc: 94.6895, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1098, s2.loss_cls: 0.0365, s2.acc: 94.5558, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0519, loss: 1.0969 2024-03-12 16:56:36,910 - mmdet - INFO - Epoch [27][4950/7330] lr: 1.342e-05, eta: 1 day, 3:20:36, time: 1.426, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1604, s0.acc: 94.4031, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2294, s1.loss_cls: 0.0743, s1.acc: 94.5968, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1120, s2.loss_cls: 0.0367, s2.acc: 94.4769, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0521, loss: 1.1021 2024-03-12 16:57:50,538 - mmdet - INFO - Epoch [27][5000/7330] lr: 1.342e-05, eta: 1 day, 3:19:24, time: 1.473, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1473, s0.acc: 94.7258, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2181, s1.loss_cls: 0.0687, s1.acc: 94.9695, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1079, s2.loss_cls: 0.0340, s2.acc: 94.8891, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0511, loss: 1.0412 2024-03-12 16:59:02,881 - mmdet - INFO - Epoch [27][5050/7330] lr: 1.342e-05, eta: 1 day, 3:18:12, time: 1.447, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1551, s0.acc: 94.4954, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2248, s1.loss_cls: 0.0725, s1.acc: 94.7712, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1108, s2.loss_cls: 0.0356, s2.acc: 94.7150, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0518, loss: 1.0750 2024-03-12 17:00:18,030 - mmdet - INFO - Epoch [27][5100/7330] lr: 1.342e-05, eta: 1 day, 3:17:01, time: 1.503, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1614, s0.acc: 94.2764, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2281, s1.loss_cls: 0.0766, s1.acc: 94.5104, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1123, s2.loss_cls: 0.0383, s2.acc: 94.3852, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0526, loss: 1.1096 2024-03-12 17:01:31,255 - mmdet - INFO - Epoch [27][5150/7330] lr: 1.342e-05, eta: 1 day, 3:15:50, time: 1.465, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1481, s0.acc: 94.6770, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2196, s1.loss_cls: 0.0699, s1.acc: 94.8591, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1085, s2.loss_cls: 0.0349, s2.acc: 94.7171, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0512, loss: 1.0488 2024-03-12 17:02:47,839 - mmdet - INFO - Epoch [27][5200/7330] lr: 1.342e-05, eta: 1 day, 3:14:39, time: 1.532, data_time: 0.244, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1594, s0.acc: 94.3735, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2319, s1.loss_cls: 0.0741, s1.acc: 94.7406, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1135, s2.loss_cls: 0.0369, s2.acc: 94.6012, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0532, loss: 1.1027 2024-03-12 17:03:57,134 - mmdet - INFO - Epoch [27][5250/7330] lr: 1.342e-05, eta: 1 day, 3:13:26, time: 1.386, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1533, s0.acc: 94.6069, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2291, s1.loss_cls: 0.0720, s1.acc: 94.7772, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1120, s2.loss_cls: 0.0360, s2.acc: 94.5973, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0527, loss: 1.0712 2024-03-12 17:05:11,760 - mmdet - INFO - Epoch [27][5300/7330] lr: 1.342e-05, eta: 1 day, 3:12:15, time: 1.492, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1610, s0.acc: 94.3296, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2301, s1.loss_cls: 0.0743, s1.acc: 94.6234, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1129, s2.loss_cls: 0.0371, s2.acc: 94.5370, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0529, loss: 1.1059 2024-03-12 17:06:23,510 - mmdet - INFO - Epoch [27][5350/7330] lr: 1.342e-05, eta: 1 day, 3:11:03, time: 1.435, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1572, s0.acc: 94.3801, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2242, s1.loss_cls: 0.0732, s1.acc: 94.6170, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1105, s2.loss_cls: 0.0370, s2.acc: 94.4520, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0522, loss: 1.0992 2024-03-12 17:07:35,893 - mmdet - INFO - Epoch [27][5400/7330] lr: 1.342e-05, eta: 1 day, 3:09:51, time: 1.448, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1526, s0.acc: 94.6807, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2226, s1.loss_cls: 0.0705, s1.acc: 94.9517, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1096, s2.loss_cls: 0.0349, s2.acc: 94.7246, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0515, loss: 1.0671 2024-03-12 17:08:48,667 - mmdet - INFO - Epoch [27][5450/7330] lr: 1.342e-05, eta: 1 day, 3:08:39, time: 1.455, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1507, s0.acc: 94.6318, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2236, s1.loss_cls: 0.0708, s1.acc: 94.8678, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1099, s2.loss_cls: 0.0348, s2.acc: 94.8164, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0515, loss: 1.0580 2024-03-12 17:10:04,101 - mmdet - INFO - Epoch [27][5500/7330] lr: 1.342e-05, eta: 1 day, 3:07:29, time: 1.509, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1458, s0.acc: 94.7871, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2237, s1.loss_cls: 0.0675, s1.acc: 95.0593, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1102, s2.loss_cls: 0.0334, s2.acc: 94.9925, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0516, loss: 1.0455 2024-03-12 17:11:13,814 - mmdet - INFO - Epoch [27][5550/7330] lr: 1.342e-05, eta: 1 day, 3:06:16, time: 1.394, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1495, s0.acc: 94.6431, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2275, s1.loss_cls: 0.0685, s1.acc: 95.0340, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1122, s2.loss_cls: 0.0345, s2.acc: 94.8632, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0527, loss: 1.0634 2024-03-12 17:12:26,120 - mmdet - INFO - Epoch [27][5600/7330] lr: 1.342e-05, eta: 1 day, 3:05:04, time: 1.446, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1530, s0.acc: 94.6003, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2214, s1.loss_cls: 0.0707, s1.acc: 94.8863, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1095, s2.loss_cls: 0.0355, s2.acc: 94.7150, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0518, loss: 1.0686 2024-03-12 17:13:33,680 - mmdet - INFO - Epoch [27][5650/7330] lr: 1.342e-05, eta: 1 day, 3:03:50, time: 1.351, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1547, s0.acc: 94.6238, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2237, s1.loss_cls: 0.0724, s1.acc: 94.9238, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1097, s2.loss_cls: 0.0362, s2.acc: 94.6535, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0516, loss: 1.0638 2024-03-12 17:14:46,653 - mmdet - INFO - Epoch [27][5700/7330] lr: 1.342e-05, eta: 1 day, 3:02:39, time: 1.460, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1633, s0.acc: 94.3113, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2311, s1.loss_cls: 0.0772, s1.acc: 94.5359, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1123, s2.loss_cls: 0.0383, s2.acc: 94.4286, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0529, loss: 1.1151 2024-03-12 17:15:59,901 - mmdet - INFO - Epoch [27][5750/7330] lr: 1.342e-05, eta: 1 day, 3:01:27, time: 1.465, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1507, s0.acc: 94.6885, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2275, s1.loss_cls: 0.0694, s1.acc: 95.0006, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1118, s2.loss_cls: 0.0346, s2.acc: 94.8818, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0529, loss: 1.0631 2024-03-12 17:17:13,047 - mmdet - INFO - Epoch [27][5800/7330] lr: 1.342e-05, eta: 1 day, 3:00:16, time: 1.463, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1547, s0.acc: 94.4893, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2243, s1.loss_cls: 0.0722, s1.acc: 94.6860, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1103, s2.loss_cls: 0.0359, s2.acc: 94.6651, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0519, loss: 1.0751 2024-03-12 17:18:26,813 - mmdet - INFO - Epoch [27][5850/7330] lr: 1.342e-05, eta: 1 day, 2:59:04, time: 1.475, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1548, s0.acc: 94.4226, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2219, s1.loss_cls: 0.0723, s1.acc: 94.6170, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1083, s2.loss_cls: 0.0362, s2.acc: 94.5341, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0508, loss: 1.0681 2024-03-12 17:19:40,544 - mmdet - INFO - Epoch [27][5900/7330] lr: 1.342e-05, eta: 1 day, 2:57:53, time: 1.475, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1543, s0.acc: 94.6184, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2273, s1.loss_cls: 0.0730, s1.acc: 94.7797, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1108, s2.loss_cls: 0.0366, s2.acc: 94.6016, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0523, loss: 1.0682 2024-03-12 17:20:54,762 - mmdet - INFO - Epoch [27][5950/7330] lr: 1.342e-05, eta: 1 day, 2:56:41, time: 1.484, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1557, s0.acc: 94.3872, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2285, s1.loss_cls: 0.0749, s1.acc: 94.4949, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1123, s2.loss_cls: 0.0374, s2.acc: 94.3850, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0527, loss: 1.1034 2024-03-12 17:22:01,251 - mmdet - INFO - Epoch [27][6000/7330] lr: 1.342e-05, eta: 1 day, 2:55:28, time: 1.330, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1465, s0.acc: 94.8655, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2193, s1.loss_cls: 0.0683, s1.acc: 95.0899, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1087, s2.loss_cls: 0.0345, s2.acc: 94.9528, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0513, loss: 1.0345 2024-03-12 17:23:15,867 - mmdet - INFO - Epoch [27][6050/7330] lr: 1.342e-05, eta: 1 day, 2:54:16, time: 1.492, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1556, s0.acc: 94.4944, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2222, s1.loss_cls: 0.0720, s1.acc: 94.8039, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1096, s2.loss_cls: 0.0357, s2.acc: 94.6595, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0514, loss: 1.0710 2024-03-12 17:24:26,615 - mmdet - INFO - Epoch [27][6100/7330] lr: 1.342e-05, eta: 1 day, 2:53:04, time: 1.415, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1590, s0.acc: 94.4421, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2256, s1.loss_cls: 0.0746, s1.acc: 94.5846, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1110, s2.loss_cls: 0.0367, s2.acc: 94.4724, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0521, loss: 1.0821 2024-03-12 17:25:38,961 - mmdet - INFO - Epoch [27][6150/7330] lr: 1.342e-05, eta: 1 day, 2:51:52, time: 1.447, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1505, s0.acc: 94.6157, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2291, s1.loss_cls: 0.0703, s1.acc: 94.8869, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1132, s2.loss_cls: 0.0351, s2.acc: 94.7605, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0532, loss: 1.0728 2024-03-12 17:26:55,077 - mmdet - INFO - Epoch [27][6200/7330] lr: 1.342e-05, eta: 1 day, 2:50:41, time: 1.522, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1535, s0.acc: 94.6123, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2169, s1.loss_cls: 0.0712, s1.acc: 94.8030, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1068, s2.loss_cls: 0.0357, s2.acc: 94.7465, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0503, loss: 1.0567 2024-03-12 17:28:09,738 - mmdet - INFO - Epoch [27][6250/7330] lr: 1.342e-05, eta: 1 day, 2:49:30, time: 1.493, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1585, s0.acc: 94.3245, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2287, s1.loss_cls: 0.0741, s1.acc: 94.5984, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1125, s2.loss_cls: 0.0364, s2.acc: 94.5679, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0527, loss: 1.0999 2024-03-12 17:29:21,608 - mmdet - INFO - Epoch [27][6300/7330] lr: 1.342e-05, eta: 1 day, 2:48:18, time: 1.437, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1613, s0.acc: 94.3076, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2260, s1.loss_cls: 0.0746, s1.acc: 94.6833, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1112, s2.loss_cls: 0.0373, s2.acc: 94.5258, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0524, loss: 1.0940 2024-03-12 17:30:36,749 - mmdet - INFO - Epoch [27][6350/7330] lr: 1.342e-05, eta: 1 day, 2:47:07, time: 1.503, data_time: 0.196, memory: 17966, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1631, s0.acc: 94.2771, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2227, s1.loss_cls: 0.0761, s1.acc: 94.5165, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1098, s2.loss_cls: 0.0381, s2.acc: 94.4750, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0514, loss: 1.1029 2024-03-12 17:31:46,813 - mmdet - INFO - Epoch [27][6400/7330] lr: 1.342e-05, eta: 1 day, 2:45:55, time: 1.401, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1536, s0.acc: 94.6165, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2240, s1.loss_cls: 0.0719, s1.acc: 94.8260, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1099, s2.loss_cls: 0.0356, s2.acc: 94.8247, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0515, loss: 1.0527 2024-03-12 17:32:54,763 - mmdet - INFO - Epoch [27][6450/7330] lr: 1.342e-05, eta: 1 day, 2:44:41, time: 1.359, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1599, s0.acc: 94.3911, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2261, s1.loss_cls: 0.0750, s1.acc: 94.6495, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1105, s2.loss_cls: 0.0373, s2.acc: 94.5326, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0518, loss: 1.0843 2024-03-12 17:34:06,765 - mmdet - INFO - Epoch [27][6500/7330] lr: 1.342e-05, eta: 1 day, 2:43:29, time: 1.440, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1515, s0.acc: 94.6025, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2245, s1.loss_cls: 0.0712, s1.acc: 94.7704, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1107, s2.loss_cls: 0.0356, s2.acc: 94.6251, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0521, loss: 1.0617 2024-03-12 17:35:16,797 - mmdet - INFO - Epoch [27][6550/7330] lr: 1.342e-05, eta: 1 day, 2:42:17, time: 1.401, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1535, s0.acc: 94.6311, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2285, s1.loss_cls: 0.0717, s1.acc: 94.8846, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1124, s2.loss_cls: 0.0363, s2.acc: 94.6075, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0529, loss: 1.0695 2024-03-12 17:36:27,701 - mmdet - INFO - Epoch [27][6600/7330] lr: 1.342e-05, eta: 1 day, 2:41:04, time: 1.418, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1525, s0.acc: 94.7354, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2229, s1.loss_cls: 0.0710, s1.acc: 94.9836, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1098, s2.loss_cls: 0.0353, s2.acc: 94.8664, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0518, loss: 1.0682 2024-03-12 17:37:40,248 - mmdet - INFO - Epoch [27][6650/7330] lr: 1.342e-05, eta: 1 day, 2:39:52, time: 1.451, data_time: 0.203, memory: 17966, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1521, s0.acc: 94.5361, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2249, s1.loss_cls: 0.0719, s1.acc: 94.6526, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1110, s2.loss_cls: 0.0358, s2.acc: 94.4385, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0522, loss: 1.0816 2024-03-12 17:38:54,952 - mmdet - INFO - Epoch [27][6700/7330] lr: 1.342e-05, eta: 1 day, 2:38:41, time: 1.494, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1589, s0.acc: 94.3237, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2272, s1.loss_cls: 0.0750, s1.acc: 94.4535, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1122, s2.loss_cls: 0.0378, s2.acc: 94.2402, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0527, loss: 1.1047 2024-03-12 17:40:04,900 - mmdet - INFO - Epoch [27][6750/7330] lr: 1.342e-05, eta: 1 day, 2:37:28, time: 1.399, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1590, s0.acc: 94.2952, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2279, s1.loss_cls: 0.0741, s1.acc: 94.5410, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1120, s2.loss_cls: 0.0372, s2.acc: 94.3715, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0528, loss: 1.0931 2024-03-12 17:41:20,573 - mmdet - INFO - Epoch [27][6800/7330] lr: 1.342e-05, eta: 1 day, 2:36:18, time: 1.513, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1448, s0.acc: 94.8320, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2192, s1.loss_cls: 0.0682, s1.acc: 95.0877, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1084, s2.loss_cls: 0.0343, s2.acc: 94.8402, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0512, loss: 1.0365 2024-03-12 17:42:29,302 - mmdet - INFO - Epoch [27][6850/7330] lr: 1.342e-05, eta: 1 day, 2:35:05, time: 1.375, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1483, s0.acc: 94.7883, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2278, s1.loss_cls: 0.0688, s1.acc: 95.0303, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1116, s2.loss_cls: 0.0345, s2.acc: 94.8861, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0528, loss: 1.0528 2024-03-12 17:43:44,544 - mmdet - INFO - Epoch [27][6900/7330] lr: 1.342e-05, eta: 1 day, 2:33:54, time: 1.505, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1513, s0.acc: 94.5234, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2233, s1.loss_cls: 0.0713, s1.acc: 94.7153, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1091, s2.loss_cls: 0.0360, s2.acc: 94.6063, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0512, loss: 1.0651 2024-03-12 17:44:55,874 - mmdet - INFO - Epoch [27][6950/7330] lr: 1.342e-05, eta: 1 day, 2:32:41, time: 1.427, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1594, s0.acc: 94.3240, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2340, s1.loss_cls: 0.0754, s1.acc: 94.5190, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1136, s2.loss_cls: 0.0377, s2.acc: 94.3821, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0534, loss: 1.1175 2024-03-12 17:46:07,016 - mmdet - INFO - Epoch [27][7000/7330] lr: 1.342e-05, eta: 1 day, 2:31:29, time: 1.423, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1623, s0.acc: 94.2241, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2325, s1.loss_cls: 0.0761, s1.acc: 94.4584, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1145, s2.loss_cls: 0.0383, s2.acc: 94.2530, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0537, loss: 1.1200 2024-03-12 17:47:16,377 - mmdet - INFO - Epoch [27][7050/7330] lr: 1.342e-05, eta: 1 day, 2:30:16, time: 1.387, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1546, s0.acc: 94.5640, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2234, s1.loss_cls: 0.0722, s1.acc: 94.7699, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1101, s2.loss_cls: 0.0362, s2.acc: 94.7307, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0516, loss: 1.0753 2024-03-12 17:48:27,154 - mmdet - INFO - Epoch [27][7100/7330] lr: 1.342e-05, eta: 1 day, 2:29:04, time: 1.415, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1612, s0.acc: 94.4050, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2319, s1.loss_cls: 0.0746, s1.acc: 94.6553, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1129, s2.loss_cls: 0.0372, s2.acc: 94.5414, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0525, loss: 1.0981 2024-03-12 17:49:40,589 - mmdet - INFO - Epoch [27][7150/7330] lr: 1.342e-05, eta: 1 day, 2:27:52, time: 1.468, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1522, s0.acc: 94.7034, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2273, s1.loss_cls: 0.0714, s1.acc: 94.8982, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1105, s2.loss_cls: 0.0356, s2.acc: 94.7636, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0519, loss: 1.0581 2024-03-12 17:50:52,604 - mmdet - INFO - Epoch [27][7200/7330] lr: 1.342e-05, eta: 1 day, 2:26:40, time: 1.440, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1544, s0.acc: 94.5986, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2239, s1.loss_cls: 0.0724, s1.acc: 94.7802, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1107, s2.loss_cls: 0.0359, s2.acc: 94.7160, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0522, loss: 1.0687 2024-03-12 17:51:58,564 - mmdet - INFO - Epoch [27][7250/7330] lr: 1.342e-05, eta: 1 day, 2:25:26, time: 1.319, data_time: 0.106, memory: 17966, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1630, s0.acc: 94.1492, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2297, s1.loss_cls: 0.0764, s1.acc: 94.3506, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1127, s2.loss_cls: 0.0374, s2.acc: 94.3679, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0529, loss: 1.1060 2024-03-12 17:53:09,777 - mmdet - INFO - Epoch [27][7300/7330] lr: 1.342e-05, eta: 1 day, 2:24:14, time: 1.424, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1538, s0.acc: 94.5044, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2254, s1.loss_cls: 0.0724, s1.acc: 94.7976, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1105, s2.loss_cls: 0.0357, s2.acc: 94.7762, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0520, loss: 1.0864 2024-03-12 17:53:48,465 - mmdet - INFO - Saving checkpoint at 27 epochs 2024-03-12 17:59:17,177 - mmdet - INFO - Evaluating bbox... 2024-03-12 17:59:50,786 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.494 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.682 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.535 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.322 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.531 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.641 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 ] = 0.456 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 ] = 0.771 2024-03-12 17:59:50,786 - mmdet - INFO - Evaluating segm... 2024-03-12 18:00:29,021 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.431 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.658 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.467 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.232 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.466 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.612 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 ] = 0.380 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 ] = 0.705 2024-03-12 18:00:29,593 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-12 18:00:29,596 - mmdet - INFO - Epoch(val) [27][1250] bbox_mAP: 0.4940, bbox_mAP_50: 0.6820, bbox_mAP_75: 0.5350, bbox_mAP_s: 0.3220, bbox_mAP_m: 0.5310, bbox_mAP_l: 0.6410, bbox_mAP_copypaste: 0.494 0.682 0.535 0.322 0.531 0.641, segm_mAP: 0.4310, segm_mAP_50: 0.6580, segm_mAP_75: 0.4670, segm_mAP_s: 0.2320, segm_mAP_m: 0.4660, segm_mAP_l: 0.6120, segm_mAP_copypaste: 0.431 0.658 0.467 0.232 0.466 0.612 2024-03-12 18:01:46,631 - mmdet - INFO - Epoch [28][50/7330] lr: 1.342e-06, eta: 1 day, 2:22:06, time: 1.539, data_time: 0.219, memory: 17966, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1462, s0.acc: 94.7473, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2205, s1.loss_cls: 0.0680, s1.acc: 94.9607, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1087, s2.loss_cls: 0.0337, s2.acc: 94.9314, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0509, loss: 1.0467 2024-03-12 18:02:55,952 - mmdet - INFO - Epoch [28][100/7330] lr: 1.342e-06, eta: 1 day, 2:20:53, time: 1.386, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1477, s0.acc: 94.6829, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2214, s1.loss_cls: 0.0698, s1.acc: 94.8987, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1103, s2.loss_cls: 0.0354, s2.acc: 94.6512, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0522, loss: 1.0614 2024-03-12 18:04:01,419 - mmdet - INFO - Epoch [28][150/7330] lr: 1.342e-06, eta: 1 day, 2:19:39, time: 1.310, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1434, s0.acc: 94.8037, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2203, s1.loss_cls: 0.0674, s1.acc: 94.9975, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1098, s2.loss_cls: 0.0339, s2.acc: 94.8556, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0521, loss: 1.0312 2024-03-12 18:05:11,621 - mmdet - INFO - Epoch [28][200/7330] lr: 1.342e-06, eta: 1 day, 2:18:26, time: 1.404, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1493, s0.acc: 94.8018, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2160, s1.loss_cls: 0.0684, s1.acc: 95.0972, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1071, s2.loss_cls: 0.0343, s2.acc: 94.9158, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0505, loss: 1.0343 2024-03-12 18:06:21,659 - mmdet - INFO - Epoch [28][250/7330] lr: 1.342e-06, eta: 1 day, 2:17:14, time: 1.401, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1474, s0.acc: 94.7783, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2193, s1.loss_cls: 0.0690, s1.acc: 94.9512, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1086, s2.loss_cls: 0.0343, s2.acc: 94.8354, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0510, loss: 1.0435 2024-03-12 18:07:34,749 - mmdet - INFO - Epoch [28][300/7330] lr: 1.342e-06, eta: 1 day, 2:16:02, time: 1.462, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1439, s0.acc: 94.8579, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2210, s1.loss_cls: 0.0665, s1.acc: 95.0854, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1080, s2.loss_cls: 0.0332, s2.acc: 95.0682, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0508, loss: 1.0338 2024-03-12 18:08:51,653 - mmdet - INFO - Epoch [28][350/7330] lr: 1.342e-06, eta: 1 day, 2:14:52, time: 1.538, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1401, s0.acc: 94.9539, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2158, s1.loss_cls: 0.0655, s1.acc: 95.1868, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1050, s2.loss_cls: 0.0322, s2.acc: 95.0697, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0494, loss: 1.0064 2024-03-12 18:10:06,002 - mmdet - INFO - Epoch [28][400/7330] lr: 1.342e-06, eta: 1 day, 2:13:40, time: 1.487, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1495, s0.acc: 94.6870, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2224, s1.loss_cls: 0.0697, s1.acc: 94.9950, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1097, s2.loss_cls: 0.0344, s2.acc: 94.9170, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0521, loss: 1.0539 2024-03-12 18:11:19,939 - mmdet - INFO - Epoch [28][450/7330] lr: 1.342e-06, eta: 1 day, 2:12:29, time: 1.479, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1430, s0.acc: 94.8027, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2201, s1.loss_cls: 0.0670, s1.acc: 95.0453, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1079, s2.loss_cls: 0.0336, s2.acc: 94.9253, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0509, loss: 1.0396 2024-03-12 18:12:33,697 - mmdet - INFO - Epoch [28][500/7330] lr: 1.342e-06, eta: 1 day, 2:11:18, time: 1.475, data_time: 0.218, memory: 17966, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1405, s0.acc: 94.8843, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2206, s1.loss_cls: 0.0642, s1.acc: 95.2092, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1088, s2.loss_cls: 0.0321, s2.acc: 95.2109, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0514, loss: 1.0323 2024-03-12 18:13:44,017 - mmdet - INFO - Epoch [28][550/7330] lr: 1.342e-06, eta: 1 day, 2:10:05, time: 1.406, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1424, s0.acc: 94.7524, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2215, s1.loss_cls: 0.0663, s1.acc: 95.0468, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1093, s2.loss_cls: 0.0331, s2.acc: 94.9630, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0514, loss: 1.0392 2024-03-12 18:14:54,743 - mmdet - INFO - Epoch [28][600/7330] lr: 1.342e-06, eta: 1 day, 2:08:53, time: 1.415, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1430, s0.acc: 94.7832, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2155, s1.loss_cls: 0.0668, s1.acc: 95.1426, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1050, s2.loss_cls: 0.0329, s2.acc: 94.9706, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0494, loss: 1.0231 2024-03-12 18:16:06,994 - mmdet - INFO - Epoch [28][650/7330] lr: 1.342e-06, eta: 1 day, 2:07:41, time: 1.445, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1430, s0.acc: 94.8787, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2171, s1.loss_cls: 0.0668, s1.acc: 95.1948, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1076, s2.loss_cls: 0.0332, s2.acc: 95.0746, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0508, loss: 1.0224 2024-03-12 18:17:17,189 - mmdet - INFO - Epoch [28][700/7330] lr: 1.342e-06, eta: 1 day, 2:06:28, time: 1.404, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1480, s0.acc: 94.6541, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2245, s1.loss_cls: 0.0692, s1.acc: 94.9707, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1102, s2.loss_cls: 0.0345, s2.acc: 94.8490, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0517, loss: 1.0549 2024-03-12 18:18:30,505 - mmdet - INFO - Epoch [28][750/7330] lr: 1.342e-06, eta: 1 day, 2:05:17, time: 1.466, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1425, s0.acc: 94.9175, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2160, s1.loss_cls: 0.0656, s1.acc: 95.2359, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1080, s2.loss_cls: 0.0333, s2.acc: 95.0385, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0513, loss: 1.0234 2024-03-12 18:19:39,494 - mmdet - INFO - Epoch [28][800/7330] lr: 1.342e-06, eta: 1 day, 2:04:04, time: 1.380, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1302, s0.acc: 95.2886, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2090, s1.loss_cls: 0.0595, s1.acc: 95.5736, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1048, s2.loss_cls: 0.0298, s2.acc: 95.4759, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0497, loss: 0.9709 2024-03-12 18:20:49,846 - mmdet - INFO - Epoch [28][850/7330] lr: 1.342e-06, eta: 1 day, 2:02:51, time: 1.407, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1418, s0.acc: 94.8530, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2173, s1.loss_cls: 0.0659, s1.acc: 95.0904, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1066, s2.loss_cls: 0.0331, s2.acc: 94.9707, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0506, loss: 1.0209 2024-03-12 18:22:01,984 - mmdet - INFO - Epoch [28][900/7330] lr: 1.342e-06, eta: 1 day, 2:01:39, time: 1.443, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1374, s0.acc: 95.1284, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2142, s1.loss_cls: 0.0625, s1.acc: 95.4583, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1055, s2.loss_cls: 0.0307, s2.acc: 95.3705, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0496, loss: 0.9997 2024-03-12 18:23:11,884 - mmdet - INFO - Epoch [28][950/7330] lr: 1.342e-06, eta: 1 day, 2:00:26, time: 1.398, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1463, s0.acc: 94.7952, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2171, s1.loss_cls: 0.0678, s1.acc: 94.9917, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1076, s2.loss_cls: 0.0335, s2.acc: 94.8507, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0510, loss: 1.0303 2024-03-12 18:24:26,596 - mmdet - INFO - Epoch [28][1000/7330] lr: 1.342e-06, eta: 1 day, 1:59:15, time: 1.494, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1437, s0.acc: 94.8271, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2155, s1.loss_cls: 0.0659, s1.acc: 95.1484, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1065, s2.loss_cls: 0.0327, s2.acc: 94.9858, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0503, loss: 1.0304 2024-03-12 18:25:40,020 - mmdet - INFO - Epoch [28][1050/7330] lr: 1.342e-06, eta: 1 day, 1:58:04, time: 1.468, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1407, s0.acc: 94.9360, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2221, s1.loss_cls: 0.0655, s1.acc: 95.1220, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1085, s2.loss_cls: 0.0325, s2.acc: 95.0710, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0509, loss: 1.0315 2024-03-12 18:26:48,042 - mmdet - INFO - Epoch [28][1100/7330] lr: 1.342e-06, eta: 1 day, 1:56:50, time: 1.360, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1330, s0.acc: 95.1736, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2152, s1.loss_cls: 0.0615, s1.acc: 95.3617, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1065, s2.loss_cls: 0.0309, s2.acc: 95.2856, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0502, loss: 0.9822 2024-03-12 18:27:59,496 - mmdet - INFO - Epoch [28][1150/7330] lr: 1.342e-06, eta: 1 day, 1:55:38, time: 1.429, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1398, s0.acc: 94.9412, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2167, s1.loss_cls: 0.0643, s1.acc: 95.2164, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1080, s2.loss_cls: 0.0323, s2.acc: 95.0845, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0508, loss: 1.0212 2024-03-12 18:29:12,386 - mmdet - INFO - Epoch [28][1200/7330] lr: 1.342e-06, eta: 1 day, 1:54:27, time: 1.458, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1388, s0.acc: 95.0103, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2163, s1.loss_cls: 0.0643, s1.acc: 95.3021, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1073, s2.loss_cls: 0.0324, s2.acc: 95.1810, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0503, loss: 1.0055 2024-03-12 18:30:22,795 - mmdet - INFO - Epoch [28][1250/7330] lr: 1.342e-06, eta: 1 day, 1:53:14, time: 1.408, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1364, s0.acc: 95.0017, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2175, s1.loss_cls: 0.0638, s1.acc: 95.1951, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1069, s2.loss_cls: 0.0321, s2.acc: 95.0431, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0501, loss: 1.0112 2024-03-12 18:31:35,503 - mmdet - INFO - Epoch [28][1300/7330] lr: 1.342e-06, eta: 1 day, 1:52:02, time: 1.454, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1414, s0.acc: 94.8958, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2159, s1.loss_cls: 0.0647, s1.acc: 95.2654, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1074, s2.loss_cls: 0.0325, s2.acc: 95.0825, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0508, loss: 1.0237 2024-03-12 18:32:48,065 - mmdet - INFO - Epoch [28][1350/7330] lr: 1.342e-06, eta: 1 day, 1:50:50, time: 1.451, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1421, s0.acc: 94.8538, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2179, s1.loss_cls: 0.0655, s1.acc: 95.1503, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1061, s2.loss_cls: 0.0320, s2.acc: 95.0978, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0499, loss: 1.0162 2024-03-12 18:34:00,424 - mmdet - INFO - Epoch [28][1400/7330] lr: 1.342e-06, eta: 1 day, 1:49:39, time: 1.447, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1372, s0.acc: 94.9709, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2166, s1.loss_cls: 0.0642, s1.acc: 95.2461, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1068, s2.loss_cls: 0.0320, s2.acc: 95.1915, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0499, loss: 1.0023 2024-03-12 18:35:14,343 - mmdet - INFO - Epoch [28][1450/7330] lr: 1.342e-06, eta: 1 day, 1:48:27, time: 1.478, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1462, s0.acc: 94.6377, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2188, s1.loss_cls: 0.0686, s1.acc: 94.9182, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1069, s2.loss_cls: 0.0340, s2.acc: 94.9020, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0504, loss: 1.0427 2024-03-12 18:36:27,256 - mmdet - INFO - Epoch [28][1500/7330] lr: 1.342e-06, eta: 1 day, 1:47:16, time: 1.458, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1375, s0.acc: 94.9167, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2222, s1.loss_cls: 0.0629, s1.acc: 95.2185, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1086, s2.loss_cls: 0.0313, s2.acc: 95.1753, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0514, loss: 1.0330 2024-03-12 18:37:38,978 - mmdet - INFO - Epoch [28][1550/7330] lr: 1.342e-06, eta: 1 day, 1:46:03, time: 1.434, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1390, s0.acc: 95.0544, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2189, s1.loss_cls: 0.0637, s1.acc: 95.3596, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1077, s2.loss_cls: 0.0322, s2.acc: 95.1650, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0508, loss: 1.0180 2024-03-12 18:38:50,992 - mmdet - INFO - Epoch [28][1600/7330] lr: 1.342e-06, eta: 1 day, 1:44:51, time: 1.440, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1444, s0.acc: 94.7510, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2218, s1.loss_cls: 0.0665, s1.acc: 95.0694, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1089, s2.loss_cls: 0.0334, s2.acc: 94.9245, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0515, loss: 1.0425 2024-03-12 18:40:01,122 - mmdet - INFO - Epoch [28][1650/7330] lr: 1.342e-06, eta: 1 day, 1:43:39, time: 1.403, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1451, s0.acc: 94.7554, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2196, s1.loss_cls: 0.0672, s1.acc: 95.0796, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1075, s2.loss_cls: 0.0341, s2.acc: 94.8435, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0503, loss: 1.0412 2024-03-12 18:41:14,548 - mmdet - INFO - Epoch [28][1700/7330] lr: 1.342e-06, eta: 1 day, 1:42:27, time: 1.469, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1407, s0.acc: 94.9219, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2155, s1.loss_cls: 0.0650, s1.acc: 95.1881, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1049, s2.loss_cls: 0.0326, s2.acc: 95.0875, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0496, loss: 1.0072 2024-03-12 18:42:28,068 - mmdet - INFO - Epoch [28][1750/7330] lr: 1.342e-06, eta: 1 day, 1:41:16, time: 1.470, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1444, s0.acc: 94.8101, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2163, s1.loss_cls: 0.0666, s1.acc: 95.1050, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1064, s2.loss_cls: 0.0333, s2.acc: 94.9349, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0499, loss: 1.0273 2024-03-12 18:43:43,059 - mmdet - INFO - Epoch [28][1800/7330] lr: 1.342e-06, eta: 1 day, 1:40:05, time: 1.500, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1433, s0.acc: 94.8503, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2176, s1.loss_cls: 0.0660, s1.acc: 95.2068, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1068, s2.loss_cls: 0.0331, s2.acc: 95.0661, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0505, loss: 1.0296 2024-03-12 18:44:54,883 - mmdet - INFO - Epoch [28][1850/7330] lr: 1.342e-06, eta: 1 day, 1:38:53, time: 1.436, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1460, s0.acc: 94.8037, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2211, s1.loss_cls: 0.0679, s1.acc: 95.0836, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1092, s2.loss_cls: 0.0338, s2.acc: 94.8795, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0516, loss: 1.0431 2024-03-12 18:46:03,966 - mmdet - INFO - Epoch [28][1900/7330] lr: 1.342e-06, eta: 1 day, 1:37:40, time: 1.382, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1431, s0.acc: 94.8625, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2238, s1.loss_cls: 0.0663, s1.acc: 95.1227, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1105, s2.loss_cls: 0.0326, s2.acc: 95.0153, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0518, loss: 1.0354 2024-03-12 18:47:15,569 - mmdet - INFO - Epoch [28][1950/7330] lr: 1.342e-06, eta: 1 day, 1:36:28, time: 1.432, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1401, s0.acc: 94.9551, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2164, s1.loss_cls: 0.0653, s1.acc: 95.2288, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1065, s2.loss_cls: 0.0325, s2.acc: 95.1674, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0501, loss: 1.0123 2024-03-12 18:48:27,633 - mmdet - INFO - Epoch [28][2000/7330] lr: 1.342e-06, eta: 1 day, 1:35:16, time: 1.442, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1447, s0.acc: 94.7617, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2246, s1.loss_cls: 0.0673, s1.acc: 95.0178, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1102, s2.loss_cls: 0.0337, s2.acc: 94.8680, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0516, loss: 1.0546 2024-03-12 18:49:36,539 - mmdet - INFO - Epoch [28][2050/7330] lr: 1.342e-06, eta: 1 day, 1:34:03, time: 1.378, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1409, s0.acc: 94.8738, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2164, s1.loss_cls: 0.0652, s1.acc: 95.1843, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1072, s2.loss_cls: 0.0330, s2.acc: 94.9037, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0508, loss: 1.0167 2024-03-12 18:50:52,807 - mmdet - INFO - Epoch [28][2100/7330] lr: 1.342e-06, eta: 1 day, 1:32:52, time: 1.525, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1419, s0.acc: 94.8076, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2166, s1.loss_cls: 0.0668, s1.acc: 95.0437, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1072, s2.loss_cls: 0.0336, s2.acc: 94.9341, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0503, loss: 1.0326 2024-03-12 18:52:06,000 - mmdet - INFO - Epoch [28][2150/7330] lr: 1.342e-06, eta: 1 day, 1:31:40, time: 1.464, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1426, s0.acc: 94.8074, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2183, s1.loss_cls: 0.0670, s1.acc: 94.9282, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1070, s2.loss_cls: 0.0339, s2.acc: 94.7455, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0504, loss: 1.0303 2024-03-12 18:53:19,194 - mmdet - INFO - Epoch [28][2200/7330] lr: 1.342e-06, eta: 1 day, 1:30:29, time: 1.464, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1380, s0.acc: 95.0066, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2154, s1.loss_cls: 0.0642, s1.acc: 95.3101, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1064, s2.loss_cls: 0.0320, s2.acc: 95.1273, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0496, loss: 1.0115 2024-03-12 18:54:31,172 - mmdet - INFO - Epoch [28][2250/7330] lr: 1.342e-06, eta: 1 day, 1:29:17, time: 1.440, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1469, s0.acc: 94.6379, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2150, s1.loss_cls: 0.0673, s1.acc: 95.0062, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1065, s2.loss_cls: 0.0340, s2.acc: 94.9015, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0501, loss: 1.0439 2024-03-12 18:55:44,775 - mmdet - INFO - Epoch [28][2300/7330] lr: 1.342e-06, eta: 1 day, 1:28:05, time: 1.472, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1400, s0.acc: 94.9590, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2197, s1.loss_cls: 0.0656, s1.acc: 95.1821, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1085, s2.loss_cls: 0.0329, s2.acc: 94.9603, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0511, loss: 1.0270 2024-03-12 18:56:57,946 - mmdet - INFO - Epoch [28][2350/7330] lr: 1.342e-06, eta: 1 day, 1:26:54, time: 1.463, data_time: 0.115, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1423, s0.acc: 94.8298, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2244, s1.loss_cls: 0.0656, s1.acc: 95.1053, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1103, s2.loss_cls: 0.0322, s2.acc: 95.0425, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0519, loss: 1.0454 2024-03-12 18:58:08,926 - mmdet - INFO - Epoch [28][2400/7330] lr: 1.342e-06, eta: 1 day, 1:25:41, time: 1.419, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1381, s0.acc: 95.0190, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2204, s1.loss_cls: 0.0637, s1.acc: 95.2792, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1086, s2.loss_cls: 0.0313, s2.acc: 95.1816, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0511, loss: 1.0145 2024-03-12 18:59:20,795 - mmdet - INFO - Epoch [28][2450/7330] lr: 1.342e-06, eta: 1 day, 1:24:29, time: 1.438, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1396, s0.acc: 94.8743, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2145, s1.loss_cls: 0.0643, s1.acc: 95.1537, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1062, s2.loss_cls: 0.0322, s2.acc: 95.0262, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0499, loss: 1.0153 2024-03-12 19:00:30,983 - mmdet - INFO - Epoch [28][2500/7330] lr: 1.342e-06, eta: 1 day, 1:23:17, time: 1.404, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1322, s0.acc: 95.1560, s0.loss_bbox: 0.2040, s0.loss_mask: 0.2090, s1.loss_cls: 0.0611, s1.acc: 95.4578, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1046, s2.loss_cls: 0.0307, s2.acc: 95.2988, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0495, loss: 0.9812 2024-03-12 19:01:42,733 - mmdet - INFO - Epoch [28][2550/7330] lr: 1.342e-06, eta: 1 day, 1:22:05, time: 1.435, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1446, s0.acc: 94.8247, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2215, s1.loss_cls: 0.0665, s1.acc: 95.1186, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1091, s2.loss_cls: 0.0335, s2.acc: 94.9351, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0512, loss: 1.0498 2024-03-12 19:02:54,126 - mmdet - INFO - Epoch [28][2600/7330] lr: 1.342e-06, eta: 1 day, 1:20:52, time: 1.428, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1412, s0.acc: 94.9060, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2142, s1.loss_cls: 0.0656, s1.acc: 95.1499, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1057, s2.loss_cls: 0.0330, s2.acc: 94.9959, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0497, loss: 1.0100 2024-03-12 19:04:08,375 - mmdet - INFO - Epoch [28][2650/7330] lr: 1.342e-06, eta: 1 day, 1:19:41, time: 1.485, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1376, s0.acc: 95.0652, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2183, s1.loss_cls: 0.0640, s1.acc: 95.2224, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1078, s2.loss_cls: 0.0320, s2.acc: 95.1184, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0509, loss: 1.0080 2024-03-12 19:05:17,263 - mmdet - INFO - Epoch [28][2700/7330] lr: 1.342e-06, eta: 1 day, 1:18:28, time: 1.378, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1337, s0.acc: 95.1155, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2130, s1.loss_cls: 0.0621, s1.acc: 95.3761, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1051, s2.loss_cls: 0.0316, s2.acc: 95.2178, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0496, loss: 0.9951 2024-03-12 19:06:30,955 - mmdet - INFO - Epoch [28][2750/7330] lr: 1.342e-06, eta: 1 day, 1:17:17, time: 1.474, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1385, s0.acc: 95.0188, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2136, s1.loss_cls: 0.0646, s1.acc: 95.2455, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1043, s2.loss_cls: 0.0323, s2.acc: 95.1423, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0490, loss: 0.9966 2024-03-12 19:07:42,347 - mmdet - INFO - Epoch [28][2800/7330] lr: 1.342e-06, eta: 1 day, 1:16:05, time: 1.428, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1351, s0.acc: 95.0583, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2116, s1.loss_cls: 0.0626, s1.acc: 95.3419, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1054, s2.loss_cls: 0.0308, s2.acc: 95.3522, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0496, loss: 0.9926 2024-03-12 19:09:00,199 - mmdet - INFO - Epoch [28][2850/7330] lr: 1.342e-06, eta: 1 day, 1:14:54, time: 1.557, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1412, s0.acc: 94.8450, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2217, s1.loss_cls: 0.0655, s1.acc: 95.1281, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1097, s2.loss_cls: 0.0324, s2.acc: 94.9422, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0515, loss: 1.0363 2024-03-12 19:10:13,304 - mmdet - INFO - Epoch [28][2900/7330] lr: 1.342e-06, eta: 1 day, 1:13:43, time: 1.462, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1412, s0.acc: 94.9609, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2186, s1.loss_cls: 0.0659, s1.acc: 95.2374, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1089, s2.loss_cls: 0.0332, s2.acc: 95.1067, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0515, loss: 1.0261 2024-03-12 19:11:21,678 - mmdet - INFO - Epoch [28][2950/7330] lr: 1.342e-06, eta: 1 day, 1:12:30, time: 1.368, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1401, s0.acc: 94.8899, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2187, s1.loss_cls: 0.0651, s1.acc: 95.1663, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1076, s2.loss_cls: 0.0325, s2.acc: 95.0445, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0502, loss: 1.0156 2024-03-12 19:12:37,986 - mmdet - INFO - Epoch [28][3000/7330] lr: 1.342e-06, eta: 1 day, 1:11:19, time: 1.526, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1426, s0.acc: 94.8101, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2195, s1.loss_cls: 0.0662, s1.acc: 95.0226, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1088, s2.loss_cls: 0.0333, s2.acc: 94.8733, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0512, loss: 1.0327 2024-03-12 19:13:49,842 - mmdet - INFO - Epoch [28][3050/7330] lr: 1.342e-06, eta: 1 day, 1:10:07, time: 1.437, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1388, s0.acc: 94.9341, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2168, s1.loss_cls: 0.0635, s1.acc: 95.2952, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1065, s2.loss_cls: 0.0319, s2.acc: 95.1447, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0504, loss: 1.0073 2024-03-12 19:15:00,916 - mmdet - INFO - Epoch [28][3100/7330] lr: 1.342e-06, eta: 1 day, 1:08:55, time: 1.421, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1360, s0.acc: 95.1401, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2168, s1.loss_cls: 0.0638, s1.acc: 95.4283, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1074, s2.loss_cls: 0.0319, s2.acc: 95.2344, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0506, loss: 1.0002 2024-03-12 19:16:13,724 - mmdet - INFO - Epoch [28][3150/7330] lr: 1.342e-06, eta: 1 day, 1:07:43, time: 1.456, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1447, s0.acc: 94.7966, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2135, s1.loss_cls: 0.0679, s1.acc: 95.0094, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1046, s2.loss_cls: 0.0335, s2.acc: 94.9034, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0491, loss: 1.0248 2024-03-12 19:17:27,858 - mmdet - INFO - Epoch [28][3200/7330] lr: 1.342e-06, eta: 1 day, 1:06:31, time: 1.483, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1424, s0.acc: 94.8274, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2207, s1.loss_cls: 0.0660, s1.acc: 95.1116, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1081, s2.loss_cls: 0.0325, s2.acc: 95.0929, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0510, loss: 1.0353 2024-03-12 19:18:43,250 - mmdet - INFO - Epoch [28][3250/7330] lr: 1.342e-06, eta: 1 day, 1:05:21, time: 1.508, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1390, s0.acc: 94.8713, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2173, s1.loss_cls: 0.0635, s1.acc: 95.3027, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1084, s2.loss_cls: 0.0322, s2.acc: 95.1560, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0511, loss: 1.0175 2024-03-12 19:19:55,630 - mmdet - INFO - Epoch [28][3300/7330] lr: 1.342e-06, eta: 1 day, 1:04:09, time: 1.448, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1446, s0.acc: 94.7463, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2203, s1.loss_cls: 0.0683, s1.acc: 95.0103, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1087, s2.loss_cls: 0.0343, s2.acc: 94.8542, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0509, loss: 1.0399 2024-03-12 19:21:07,881 - mmdet - INFO - Epoch [28][3350/7330] lr: 1.342e-06, eta: 1 day, 1:02:57, time: 1.445, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1340, s0.acc: 95.1108, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2130, s1.loss_cls: 0.0627, s1.acc: 95.3492, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1065, s2.loss_cls: 0.0317, s2.acc: 95.2052, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0502, loss: 0.9993 2024-03-12 19:22:17,743 - mmdet - INFO - Epoch [28][3400/7330] lr: 1.342e-06, eta: 1 day, 1:01:44, time: 1.397, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1333, s0.acc: 95.1765, s0.loss_bbox: 0.1989, s0.loss_mask: 0.2176, s1.loss_cls: 0.0620, s1.acc: 95.4367, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1070, s2.loss_cls: 0.0309, s2.acc: 95.4021, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0501, loss: 0.9791 2024-03-12 19:23:27,949 - mmdet - INFO - Epoch [28][3450/7330] lr: 1.342e-06, eta: 1 day, 1:00:31, time: 1.404, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1436, s0.acc: 94.8008, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2192, s1.loss_cls: 0.0674, s1.acc: 94.9443, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1085, s2.loss_cls: 0.0339, s2.acc: 94.7951, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0509, loss: 1.0383 2024-03-12 19:24:37,589 - mmdet - INFO - Epoch [28][3500/7330] lr: 1.342e-06, eta: 1 day, 0:59:19, time: 1.393, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1366, s0.acc: 95.0613, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2106, s1.loss_cls: 0.0637, s1.acc: 95.2760, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1050, s2.loss_cls: 0.0315, s2.acc: 95.1858, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0499, loss: 0.9874 2024-03-12 19:25:49,696 - mmdet - INFO - Epoch [28][3550/7330] lr: 1.342e-06, eta: 1 day, 0:58:07, time: 1.442, data_time: 0.206, memory: 17966, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1430, s0.acc: 94.8208, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2142, s1.loss_cls: 0.0666, s1.acc: 95.0991, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1045, s2.loss_cls: 0.0335, s2.acc: 95.0444, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0490, loss: 1.0186 2024-03-12 19:27:01,488 - mmdet - INFO - Epoch [28][3600/7330] lr: 1.342e-06, eta: 1 day, 0:56:55, time: 1.436, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1377, s0.acc: 94.9834, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2194, s1.loss_cls: 0.0644, s1.acc: 95.2393, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1070, s2.loss_cls: 0.0320, s2.acc: 95.1344, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0501, loss: 1.0091 2024-03-12 19:28:16,604 - mmdet - INFO - Epoch [28][3650/7330] lr: 1.342e-06, eta: 1 day, 0:55:44, time: 1.502, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1330, s0.acc: 95.1201, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2130, s1.loss_cls: 0.0611, s1.acc: 95.4305, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1043, s2.loss_cls: 0.0309, s2.acc: 95.1978, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0494, loss: 0.9883 2024-03-12 19:29:31,228 - mmdet - INFO - Epoch [28][3700/7330] lr: 1.342e-06, eta: 1 day, 0:54:32, time: 1.492, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1395, s0.acc: 94.9519, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2135, s1.loss_cls: 0.0643, s1.acc: 95.2245, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1058, s2.loss_cls: 0.0320, s2.acc: 95.1411, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0499, loss: 1.0123 2024-03-12 19:30:45,869 - mmdet - INFO - Epoch [28][3750/7330] lr: 1.342e-06, eta: 1 day, 0:53:21, time: 1.493, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1359, s0.acc: 95.1006, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2139, s1.loss_cls: 0.0631, s1.acc: 95.3269, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1056, s2.loss_cls: 0.0313, s2.acc: 95.2533, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0496, loss: 0.9888 2024-03-12 19:31:57,763 - mmdet - INFO - Epoch [28][3800/7330] lr: 1.342e-06, eta: 1 day, 0:52:09, time: 1.438, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1324, s0.acc: 95.1333, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2161, s1.loss_cls: 0.0607, s1.acc: 95.4969, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1052, s2.loss_cls: 0.0310, s2.acc: 95.2849, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0492, loss: 0.9921 2024-03-12 19:33:10,416 - mmdet - INFO - Epoch [28][3850/7330] lr: 1.342e-06, eta: 1 day, 0:50:57, time: 1.453, data_time: 0.102, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1410, s0.acc: 94.9436, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2195, s1.loss_cls: 0.0652, s1.acc: 95.2021, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1079, s2.loss_cls: 0.0322, s2.acc: 95.1475, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0512, loss: 1.0276 2024-03-12 19:34:21,323 - mmdet - INFO - Epoch [28][3900/7330] lr: 1.342e-06, eta: 1 day, 0:49:45, time: 1.418, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1448, s0.acc: 94.7402, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2153, s1.loss_cls: 0.0675, s1.acc: 95.0415, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1064, s2.loss_cls: 0.0338, s2.acc: 94.8575, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0504, loss: 1.0292 2024-03-12 19:35:37,965 - mmdet - INFO - Epoch [28][3950/7330] lr: 1.342e-06, eta: 1 day, 0:48:35, time: 1.533, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1346, s0.acc: 95.1138, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2160, s1.loss_cls: 0.0620, s1.acc: 95.4070, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1066, s2.loss_cls: 0.0307, s2.acc: 95.3757, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0505, loss: 0.9962 2024-03-12 19:36:47,431 - mmdet - INFO - Epoch [28][4000/7330] lr: 1.342e-06, eta: 1 day, 0:47:22, time: 1.389, data_time: 0.209, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1401, s0.acc: 94.9753, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2185, s1.loss_cls: 0.0647, s1.acc: 95.2524, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1078, s2.loss_cls: 0.0326, s2.acc: 95.1222, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0510, loss: 1.0257 2024-03-12 19:38:00,557 - mmdet - INFO - Epoch [28][4050/7330] lr: 1.342e-06, eta: 1 day, 0:46:10, time: 1.462, data_time: 0.205, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1397, s0.acc: 95.0449, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2147, s1.loss_cls: 0.0651, s1.acc: 95.2900, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1064, s2.loss_cls: 0.0329, s2.acc: 95.1416, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0501, loss: 1.0104 2024-03-12 19:39:11,934 - mmdet - INFO - Epoch [28][4100/7330] lr: 1.342e-06, eta: 1 day, 0:44:58, time: 1.428, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1341, s0.acc: 95.1570, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2123, s1.loss_cls: 0.0624, s1.acc: 95.4343, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1054, s2.loss_cls: 0.0315, s2.acc: 95.2541, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0498, loss: 0.9856 2024-03-12 19:40:31,632 - mmdet - INFO - Epoch [28][4150/7330] lr: 1.342e-06, eta: 1 day, 0:43:48, time: 1.594, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1482, s0.acc: 94.6860, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2179, s1.loss_cls: 0.0680, s1.acc: 94.9478, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1078, s2.loss_cls: 0.0341, s2.acc: 94.8076, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0506, loss: 1.0461 2024-03-12 19:41:45,970 - mmdet - INFO - Epoch [28][4200/7330] lr: 1.342e-06, eta: 1 day, 0:42:37, time: 1.487, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1355, s0.acc: 95.0662, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2187, s1.loss_cls: 0.0629, s1.acc: 95.2753, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1079, s2.loss_cls: 0.0314, s2.acc: 95.1146, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0505, loss: 1.0060 2024-03-12 19:43:00,811 - mmdet - INFO - Epoch [28][4250/7330] lr: 1.342e-06, eta: 1 day, 0:41:26, time: 1.497, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1418, s0.acc: 94.8853, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2199, s1.loss_cls: 0.0658, s1.acc: 95.0754, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1074, s2.loss_cls: 0.0330, s2.acc: 94.9403, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0506, loss: 1.0205 2024-03-12 19:44:10,965 - mmdet - INFO - Epoch [28][4300/7330] lr: 1.342e-06, eta: 1 day, 0:40:13, time: 1.403, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1361, s0.acc: 95.0605, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2147, s1.loss_cls: 0.0630, s1.acc: 95.3486, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1064, s2.loss_cls: 0.0324, s2.acc: 95.0082, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0499, loss: 1.0022 2024-03-12 19:45:19,829 - mmdet - INFO - Epoch [28][4350/7330] lr: 1.342e-06, eta: 1 day, 0:39:00, time: 1.377, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1428, s0.acc: 94.7952, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2166, s1.loss_cls: 0.0657, s1.acc: 95.1398, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1077, s2.loss_cls: 0.0327, s2.acc: 95.0942, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0509, loss: 1.0283 2024-03-12 19:46:31,483 - mmdet - INFO - Epoch [28][4400/7330] lr: 1.342e-06, eta: 1 day, 0:37:48, time: 1.433, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1378, s0.acc: 95.0417, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2118, s1.loss_cls: 0.0645, s1.acc: 95.2650, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1046, s2.loss_cls: 0.0322, s2.acc: 95.1437, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0494, loss: 1.0011 2024-03-12 19:47:41,963 - mmdet - INFO - Epoch [28][4450/7330] lr: 1.342e-06, eta: 1 day, 0:36:36, time: 1.410, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1326, s0.acc: 95.1807, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2111, s1.loss_cls: 0.0616, s1.acc: 95.4440, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1036, s2.loss_cls: 0.0306, s2.acc: 95.2945, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0489, loss: 0.9771 2024-03-12 19:48:51,402 - mmdet - INFO - Epoch [28][4500/7330] lr: 1.342e-06, eta: 1 day, 0:35:23, time: 1.389, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1342, s0.acc: 95.1018, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2115, s1.loss_cls: 0.0614, s1.acc: 95.3839, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1056, s2.loss_cls: 0.0311, s2.acc: 95.3229, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0500, loss: 0.9936 2024-03-12 19:50:03,485 - mmdet - INFO - Epoch [28][4550/7330] lr: 1.342e-06, eta: 1 day, 0:34:11, time: 1.442, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1448, s0.acc: 94.6394, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2147, s1.loss_cls: 0.0682, s1.acc: 94.9068, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1049, s2.loss_cls: 0.0339, s2.acc: 94.7934, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0494, loss: 1.0365 2024-03-12 19:51:12,840 - mmdet - INFO - Epoch [28][4600/7330] lr: 1.342e-06, eta: 1 day, 0:32:58, time: 1.387, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1377, s0.acc: 94.8838, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2144, s1.loss_cls: 0.0631, s1.acc: 95.2107, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1050, s2.loss_cls: 0.0317, s2.acc: 95.1857, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0493, loss: 1.0076 2024-03-12 19:52:24,638 - mmdet - INFO - Epoch [28][4650/7330] lr: 1.342e-06, eta: 1 day, 0:31:46, time: 1.436, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1407, s0.acc: 94.8430, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2172, s1.loss_cls: 0.0663, s1.acc: 95.0544, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1069, s2.loss_cls: 0.0330, s2.acc: 94.9355, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0506, loss: 1.0171 2024-03-12 19:53:43,754 - mmdet - INFO - Epoch [28][4700/7330] lr: 1.342e-06, eta: 1 day, 0:30:36, time: 1.582, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1406, s0.acc: 94.8438, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2158, s1.loss_cls: 0.0647, s1.acc: 95.1010, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1067, s2.loss_cls: 0.0324, s2.acc: 94.9938, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0502, loss: 1.0244 2024-03-12 19:54:58,795 - mmdet - INFO - Epoch [28][4750/7330] lr: 1.342e-06, eta: 1 day, 0:29:25, time: 1.501, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1370, s0.acc: 95.0454, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2158, s1.loss_cls: 0.0634, s1.acc: 95.3172, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1064, s2.loss_cls: 0.0321, s2.acc: 95.1029, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0501, loss: 0.9992 2024-03-12 19:56:10,768 - mmdet - INFO - Epoch [28][4800/7330] lr: 1.342e-06, eta: 1 day, 0:28:13, time: 1.439, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1453, s0.acc: 94.7019, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2194, s1.loss_cls: 0.0673, s1.acc: 94.9719, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1072, s2.loss_cls: 0.0336, s2.acc: 94.8275, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0503, loss: 1.0408 2024-03-12 19:57:22,263 - mmdet - INFO - Epoch [28][4850/7330] lr: 1.342e-06, eta: 1 day, 0:27:01, time: 1.430, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1426, s0.acc: 94.9041, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2237, s1.loss_cls: 0.0665, s1.acc: 95.1075, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1096, s2.loss_cls: 0.0334, s2.acc: 94.9677, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0515, loss: 1.0394 2024-03-12 19:58:38,090 - mmdet - INFO - Epoch [28][4900/7330] lr: 1.342e-06, eta: 1 day, 0:25:50, time: 1.516, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1409, s0.acc: 94.9226, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2182, s1.loss_cls: 0.0651, s1.acc: 95.1498, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1077, s2.loss_cls: 0.0328, s2.acc: 94.9605, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0505, loss: 1.0219 2024-03-12 19:59:48,049 - mmdet - INFO - Epoch [28][4950/7330] lr: 1.342e-06, eta: 1 day, 0:24:37, time: 1.399, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1372, s0.acc: 95.0566, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2152, s1.loss_cls: 0.0632, s1.acc: 95.3350, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1063, s2.loss_cls: 0.0313, s2.acc: 95.2742, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0507, loss: 0.9989 2024-03-12 20:01:00,727 - mmdet - INFO - Epoch [28][5000/7330] lr: 1.342e-06, eta: 1 day, 0:23:26, time: 1.454, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1338, s0.acc: 95.1365, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2177, s1.loss_cls: 0.0629, s1.acc: 95.2903, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1076, s2.loss_cls: 0.0312, s2.acc: 95.2433, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0507, loss: 0.9931 2024-03-12 20:02:11,672 - mmdet - INFO - Epoch [28][5050/7330] lr: 1.342e-06, eta: 1 day, 0:22:13, time: 1.419, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1325, s0.acc: 95.1809, s0.loss_bbox: 0.2035, s0.loss_mask: 0.2126, s1.loss_cls: 0.0616, s1.acc: 95.4651, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1054, s2.loss_cls: 0.0311, s2.acc: 95.2496, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0502, loss: 0.9822 2024-03-12 20:03:24,730 - mmdet - INFO - Epoch [28][5100/7330] lr: 1.342e-06, eta: 1 day, 0:21:02, time: 1.461, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1380, s0.acc: 94.8877, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2181, s1.loss_cls: 0.0639, s1.acc: 95.1031, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1078, s2.loss_cls: 0.0320, s2.acc: 95.0269, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0509, loss: 1.0157 2024-03-12 20:04:36,275 - mmdet - INFO - Epoch [28][5150/7330] lr: 1.342e-06, eta: 1 day, 0:19:49, time: 1.431, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1375, s0.acc: 94.9688, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2156, s1.loss_cls: 0.0647, s1.acc: 95.1004, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1054, s2.loss_cls: 0.0329, s2.acc: 94.9098, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0497, loss: 1.0053 2024-03-12 20:05:52,170 - mmdet - INFO - Epoch [28][5200/7330] lr: 1.342e-06, eta: 1 day, 0:18:39, time: 1.518, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1502, s0.acc: 94.5173, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2211, s1.loss_cls: 0.0703, s1.acc: 94.7279, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1093, s2.loss_cls: 0.0347, s2.acc: 94.7036, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0513, loss: 1.0640 2024-03-12 20:07:02,793 - mmdet - INFO - Epoch [28][5250/7330] lr: 1.342e-06, eta: 1 day, 0:17:26, time: 1.412, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1392, s0.acc: 94.8955, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2147, s1.loss_cls: 0.0650, s1.acc: 95.0812, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1053, s2.loss_cls: 0.0322, s2.acc: 95.0433, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0497, loss: 1.0046 2024-03-12 20:08:13,917 - mmdet - INFO - Epoch [28][5300/7330] lr: 1.342e-06, eta: 1 day, 0:16:14, time: 1.422, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1332, s0.acc: 95.1973, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2077, s1.loss_cls: 0.0629, s1.acc: 95.3752, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1025, s2.loss_cls: 0.0311, s2.acc: 95.2925, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0484, loss: 0.9717 2024-03-12 20:09:24,023 - mmdet - INFO - Epoch [28][5350/7330] lr: 1.342e-06, eta: 1 day, 0:15:01, time: 1.402, data_time: 0.119, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1325, s0.acc: 95.1360, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2167, s1.loss_cls: 0.0612, s1.acc: 95.4177, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1076, s2.loss_cls: 0.0309, s2.acc: 95.2451, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0507, loss: 0.9997 2024-03-12 20:10:37,684 - mmdet - INFO - Epoch [28][5400/7330] lr: 1.342e-06, eta: 1 day, 0:13:50, time: 1.473, data_time: 0.204, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1408, s0.acc: 95.0195, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2155, s1.loss_cls: 0.0641, s1.acc: 95.3123, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1057, s2.loss_cls: 0.0318, s2.acc: 95.2322, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0497, loss: 1.0022 2024-03-12 20:11:46,552 - mmdet - INFO - Epoch [28][5450/7330] lr: 1.342e-06, eta: 1 day, 0:12:37, time: 1.377, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1435, s0.acc: 94.8953, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2178, s1.loss_cls: 0.0670, s1.acc: 95.1265, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1075, s2.loss_cls: 0.0329, s2.acc: 95.0444, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0507, loss: 1.0261 2024-03-12 20:12:59,838 - mmdet - INFO - Epoch [28][5500/7330] lr: 1.342e-06, eta: 1 day, 0:11:25, time: 1.466, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1321, s0.acc: 95.1040, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2116, s1.loss_cls: 0.0614, s1.acc: 95.4161, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1053, s2.loss_cls: 0.0311, s2.acc: 95.2888, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0495, loss: 0.9736 2024-03-12 20:14:13,347 - mmdet - INFO - Epoch [28][5550/7330] lr: 1.342e-06, eta: 1 day, 0:10:14, time: 1.470, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1350, s0.acc: 95.1165, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2160, s1.loss_cls: 0.0621, s1.acc: 95.3806, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1062, s2.loss_cls: 0.0312, s2.acc: 95.1685, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0497, loss: 0.9891 2024-03-12 20:15:27,740 - mmdet - INFO - Epoch [28][5600/7330] lr: 1.342e-06, eta: 1 day, 0:09:02, time: 1.488, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1425, s0.acc: 94.7390, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2188, s1.loss_cls: 0.0666, s1.acc: 94.8929, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1084, s2.loss_cls: 0.0335, s2.acc: 94.8086, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0512, loss: 1.0395 2024-03-12 20:16:40,352 - mmdet - INFO - Epoch [28][5650/7330] lr: 1.342e-06, eta: 1 day, 0:07:51, time: 1.452, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1391, s0.acc: 94.9990, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2188, s1.loss_cls: 0.0644, s1.acc: 95.2330, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1085, s2.loss_cls: 0.0317, s2.acc: 95.1227, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0512, loss: 1.0105 2024-03-12 20:17:51,706 - mmdet - INFO - Epoch [28][5700/7330] lr: 1.342e-06, eta: 1 day, 0:06:38, time: 1.427, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1424, s0.acc: 94.9338, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2098, s1.loss_cls: 0.0652, s1.acc: 95.2547, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1039, s2.loss_cls: 0.0325, s2.acc: 95.0850, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0488, loss: 1.0084 2024-03-12 20:19:07,051 - mmdet - INFO - Epoch [28][5750/7330] lr: 1.342e-06, eta: 1 day, 0:05:27, time: 1.507, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1333, s0.acc: 95.1951, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2148, s1.loss_cls: 0.0621, s1.acc: 95.4468, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1052, s2.loss_cls: 0.0309, s2.acc: 95.3263, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0493, loss: 0.9840 2024-03-12 20:20:23,331 - mmdet - INFO - Epoch [28][5800/7330] lr: 1.342e-06, eta: 1 day, 0:04:17, time: 1.526, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1396, s0.acc: 94.9800, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2171, s1.loss_cls: 0.0636, s1.acc: 95.3079, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1069, s2.loss_cls: 0.0319, s2.acc: 95.0988, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0504, loss: 1.0232 2024-03-12 20:21:39,098 - mmdet - INFO - Epoch [28][5850/7330] lr: 1.342e-06, eta: 1 day, 0:03:06, time: 1.515, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1307, s0.acc: 95.2104, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2202, s1.loss_cls: 0.0624, s1.acc: 95.3084, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1070, s2.loss_cls: 0.0311, s2.acc: 95.2151, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0502, loss: 0.9952 2024-03-12 20:22:52,554 - mmdet - INFO - Epoch [28][5900/7330] lr: 1.342e-06, eta: 1 day, 0:01:54, time: 1.469, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1374, s0.acc: 95.0181, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2151, s1.loss_cls: 0.0643, s1.acc: 95.2729, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1063, s2.loss_cls: 0.0326, s2.acc: 95.0618, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0505, loss: 1.0066 2024-03-12 20:24:05,868 - mmdet - INFO - Epoch [28][5950/7330] lr: 1.342e-06, eta: 1 day, 0:00:42, time: 1.466, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1443, s0.acc: 94.7715, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2188, s1.loss_cls: 0.0664, s1.acc: 95.0310, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1083, s2.loss_cls: 0.0335, s2.acc: 94.8491, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0512, loss: 1.0389 2024-03-12 20:25:23,352 - mmdet - INFO - Epoch [28][6000/7330] lr: 1.342e-06, eta: 23:59:32, time: 1.550, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1381, s0.acc: 94.9592, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2166, s1.loss_cls: 0.0630, s1.acc: 95.3172, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1068, s2.loss_cls: 0.0317, s2.acc: 95.1960, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0501, loss: 1.0089 2024-03-12 20:26:34,644 - mmdet - INFO - Epoch [28][6050/7330] lr: 1.342e-06, eta: 23:58:20, time: 1.426, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1289, s0.acc: 95.2603, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2148, s1.loss_cls: 0.0595, s1.acc: 95.4567, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1052, s2.loss_cls: 0.0300, s2.acc: 95.3218, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0497, loss: 0.9797 2024-03-12 20:27:47,410 - mmdet - INFO - Epoch [28][6100/7330] lr: 1.342e-06, eta: 23:57:08, time: 1.455, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1442, s0.acc: 94.7393, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2173, s1.loss_cls: 0.0665, s1.acc: 95.1176, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1073, s2.loss_cls: 0.0331, s2.acc: 95.0183, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0509, loss: 1.0384 2024-03-12 20:29:01,058 - mmdet - INFO - Epoch [28][6150/7330] lr: 1.342e-06, eta: 23:55:57, time: 1.473, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1419, s0.acc: 94.8257, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2213, s1.loss_cls: 0.0656, s1.acc: 95.1083, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1088, s2.loss_cls: 0.0328, s2.acc: 94.9035, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0516, loss: 1.0327 2024-03-12 20:30:12,286 - mmdet - INFO - Epoch [28][6200/7330] lr: 1.342e-06, eta: 23:54:44, time: 1.425, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1391, s0.acc: 94.9424, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2235, s1.loss_cls: 0.0640, s1.acc: 95.2506, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1103, s2.loss_cls: 0.0324, s2.acc: 95.0968, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0520, loss: 1.0354 2024-03-12 20:31:25,805 - mmdet - INFO - Epoch [28][6250/7330] lr: 1.342e-06, eta: 23:53:33, time: 1.470, data_time: 0.213, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1380, s0.acc: 95.0146, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2171, s1.loss_cls: 0.0636, s1.acc: 95.3861, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1074, s2.loss_cls: 0.0319, s2.acc: 95.1774, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0510, loss: 1.0170 2024-03-12 20:32:35,516 - mmdet - INFO - Epoch [28][6300/7330] lr: 1.342e-06, eta: 23:52:20, time: 1.394, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1361, s0.acc: 95.1738, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2152, s1.loss_cls: 0.0627, s1.acc: 95.3970, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1063, s2.loss_cls: 0.0315, s2.acc: 95.2828, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0505, loss: 0.9998 2024-03-12 20:33:48,884 - mmdet - INFO - Epoch [28][6350/7330] lr: 1.342e-06, eta: 23:51:08, time: 1.467, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1390, s0.acc: 94.8215, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2157, s1.loss_cls: 0.0652, s1.acc: 95.0670, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1056, s2.loss_cls: 0.0325, s2.acc: 95.0590, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0498, loss: 1.0140 2024-03-12 20:35:02,884 - mmdet - INFO - Epoch [28][6400/7330] lr: 1.342e-06, eta: 23:49:57, time: 1.480, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1396, s0.acc: 94.9829, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2156, s1.loss_cls: 0.0647, s1.acc: 95.2413, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1080, s2.loss_cls: 0.0326, s2.acc: 95.0164, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0508, loss: 1.0167 2024-03-12 20:36:16,717 - mmdet - INFO - Epoch [28][6450/7330] lr: 1.342e-06, eta: 23:48:45, time: 1.477, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1421, s0.acc: 94.8384, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2168, s1.loss_cls: 0.0659, s1.acc: 95.0919, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1076, s2.loss_cls: 0.0326, s2.acc: 95.0477, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0510, loss: 1.0362 2024-03-12 20:37:30,844 - mmdet - INFO - Epoch [28][6500/7330] lr: 1.342e-06, eta: 23:47:34, time: 1.483, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1432, s0.acc: 94.8135, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2238, s1.loss_cls: 0.0665, s1.acc: 94.9987, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1096, s2.loss_cls: 0.0332, s2.acc: 94.9850, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0518, loss: 1.0408 2024-03-12 20:38:43,188 - mmdet - INFO - Epoch [28][6550/7330] lr: 1.342e-06, eta: 23:46:22, time: 1.447, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1411, s0.acc: 94.8433, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2199, s1.loss_cls: 0.0648, s1.acc: 95.1641, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1091, s2.loss_cls: 0.0326, s2.acc: 95.0235, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0513, loss: 1.0398 2024-03-12 20:39:54,765 - mmdet - INFO - Epoch [28][6600/7330] lr: 1.342e-06, eta: 23:45:10, time: 1.431, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1347, s0.acc: 95.1082, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2128, s1.loss_cls: 0.0624, s1.acc: 95.4082, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1051, s2.loss_cls: 0.0312, s2.acc: 95.2892, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0495, loss: 0.9873 2024-03-12 20:41:08,439 - mmdet - INFO - Epoch [28][6650/7330] lr: 1.342e-06, eta: 23:43:58, time: 1.473, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1351, s0.acc: 95.1467, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2172, s1.loss_cls: 0.0624, s1.acc: 95.4379, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1078, s2.loss_cls: 0.0315, s2.acc: 95.2255, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0509, loss: 1.0057 2024-03-12 20:42:19,852 - mmdet - INFO - Epoch [28][6700/7330] lr: 1.342e-06, eta: 23:42:46, time: 1.428, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1322, s0.acc: 95.1340, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2145, s1.loss_cls: 0.0613, s1.acc: 95.4002, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1057, s2.loss_cls: 0.0309, s2.acc: 95.3054, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0498, loss: 0.9898 2024-03-12 20:43:37,357 - mmdet - INFO - Epoch [28][6750/7330] lr: 1.342e-06, eta: 23:41:36, time: 1.550, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1359, s0.acc: 95.0586, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2138, s1.loss_cls: 0.0643, s1.acc: 95.2550, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1052, s2.loss_cls: 0.0324, s2.acc: 95.1392, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0495, loss: 0.9994 2024-03-12 20:44:46,574 - mmdet - INFO - Epoch [28][6800/7330] lr: 1.342e-06, eta: 23:40:23, time: 1.384, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1395, s0.acc: 94.8979, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2186, s1.loss_cls: 0.0654, s1.acc: 95.1268, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1075, s2.loss_cls: 0.0331, s2.acc: 94.9630, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0506, loss: 1.0263 2024-03-12 20:45:58,809 - mmdet - INFO - Epoch [28][6850/7330] lr: 1.342e-06, eta: 23:39:11, time: 1.445, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1436, s0.acc: 94.8247, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2140, s1.loss_cls: 0.0657, s1.acc: 95.2630, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1057, s2.loss_cls: 0.0331, s2.acc: 94.9807, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0499, loss: 1.0313 2024-03-12 20:47:11,873 - mmdet - INFO - Epoch [28][6900/7330] lr: 1.342e-06, eta: 23:37:59, time: 1.461, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1345, s0.acc: 95.0137, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2171, s1.loss_cls: 0.0626, s1.acc: 95.2940, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1081, s2.loss_cls: 0.0319, s2.acc: 95.1396, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0512, loss: 1.0106 2024-03-12 20:48:25,039 - mmdet - INFO - Epoch [28][6950/7330] lr: 1.342e-06, eta: 23:36:48, time: 1.463, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1446, s0.acc: 94.8108, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2171, s1.loss_cls: 0.0668, s1.acc: 95.1152, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1076, s2.loss_cls: 0.0333, s2.acc: 95.0136, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0503, loss: 1.0294 2024-03-12 20:49:40,748 - mmdet - INFO - Epoch [28][7000/7330] lr: 1.342e-06, eta: 23:35:37, time: 1.514, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1418, s0.acc: 94.8245, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2133, s1.loss_cls: 0.0666, s1.acc: 95.0427, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1058, s2.loss_cls: 0.0332, s2.acc: 94.9102, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0497, loss: 1.0206 2024-03-12 20:50:51,794 - mmdet - INFO - Epoch [28][7050/7330] lr: 1.342e-06, eta: 23:34:24, time: 1.421, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1357, s0.acc: 95.0959, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2146, s1.loss_cls: 0.0622, s1.acc: 95.3656, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1056, s2.loss_cls: 0.0312, s2.acc: 95.2258, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0498, loss: 0.9994 2024-03-12 20:52:07,057 - mmdet - INFO - Epoch [28][7100/7330] lr: 1.342e-06, eta: 23:33:13, time: 1.505, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1454, s0.acc: 94.7283, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2205, s1.loss_cls: 0.0673, s1.acc: 95.0300, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1086, s2.loss_cls: 0.0335, s2.acc: 94.9214, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0514, loss: 1.0420 2024-03-12 20:53:21,648 - mmdet - INFO - Epoch [28][7150/7330] lr: 1.342e-06, eta: 23:32:02, time: 1.492, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1386, s0.acc: 94.9380, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2166, s1.loss_cls: 0.0642, s1.acc: 95.2254, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1073, s2.loss_cls: 0.0322, s2.acc: 95.0952, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0507, loss: 1.0167 2024-03-12 20:54:34,450 - mmdet - INFO - Epoch [28][7200/7330] lr: 1.342e-06, eta: 23:30:50, time: 1.456, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1410, s0.acc: 94.9197, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2192, s1.loss_cls: 0.0656, s1.acc: 95.2376, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1083, s2.loss_cls: 0.0330, s2.acc: 95.0590, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0511, loss: 1.0260 2024-03-12 20:55:48,119 - mmdet - INFO - Epoch [28][7250/7330] lr: 1.342e-06, eta: 23:29:39, time: 1.473, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1378, s0.acc: 94.9709, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2128, s1.loss_cls: 0.0640, s1.acc: 95.2772, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1061, s2.loss_cls: 0.0320, s2.acc: 95.0638, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0505, loss: 1.0093 2024-03-12 20:56:59,907 - mmdet - INFO - Epoch [28][7300/7330] lr: 1.342e-06, eta: 23:28:27, time: 1.436, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1361, s0.acc: 95.0823, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2144, s1.loss_cls: 0.0632, s1.acc: 95.3936, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1065, s2.loss_cls: 0.0315, s2.acc: 95.2346, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0503, loss: 1.0003 2024-03-12 20:57:37,868 - mmdet - INFO - Saving checkpoint at 28 epochs 2024-03-12 21:03:04,730 - mmdet - INFO - Evaluating bbox... 2024-03-12 21:03:38,202 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.511 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.698 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.552 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.344 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.545 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.660 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.638 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.638 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.638 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.475 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.672 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.784 2024-03-12 21:03:38,202 - mmdet - INFO - Evaluating segm... 2024-03-12 21:04:12,412 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.442 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.673 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.478 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.246 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.475 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.623 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.395 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 ] = 0.710 2024-03-12 21:04:12,958 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-12 21:04:12,961 - mmdet - INFO - Epoch(val) [28][1250] bbox_mAP: 0.5110, bbox_mAP_50: 0.6980, bbox_mAP_75: 0.5520, bbox_mAP_s: 0.3440, bbox_mAP_m: 0.5450, bbox_mAP_l: 0.6600, bbox_mAP_copypaste: 0.511 0.698 0.552 0.344 0.545 0.660, segm_mAP: 0.4420, segm_mAP_50: 0.6730, segm_mAP_75: 0.4780, segm_mAP_s: 0.2460, segm_mAP_m: 0.4750, segm_mAP_l: 0.6230, segm_mAP_copypaste: 0.442 0.673 0.478 0.246 0.475 0.623 2024-03-12 21:05:27,398 - mmdet - INFO - Epoch [29][50/7330] lr: 1.342e-06, eta: 23:26:20, time: 1.486, data_time: 0.243, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1308, s0.acc: 95.2051, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2094, s1.loss_cls: 0.0594, s1.acc: 95.5480, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1035, s2.loss_cls: 0.0300, s2.acc: 95.4800, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0488, loss: 0.9721 2024-03-12 21:06:36,939 - mmdet - INFO - Epoch [29][100/7330] lr: 1.342e-06, eta: 23:25:07, time: 1.391, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1312, s0.acc: 95.1489, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2131, s1.loss_cls: 0.0611, s1.acc: 95.3638, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1053, s2.loss_cls: 0.0309, s2.acc: 95.2088, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0495, loss: 0.9840 2024-03-12 21:07:47,805 - mmdet - INFO - Epoch [29][150/7330] lr: 1.342e-06, eta: 23:23:55, time: 1.417, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1406, s0.acc: 94.8923, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2176, s1.loss_cls: 0.0658, s1.acc: 95.1178, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1078, s2.loss_cls: 0.0326, s2.acc: 95.0254, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0510, loss: 1.0221 2024-03-12 21:08:58,580 - mmdet - INFO - Epoch [29][200/7330] lr: 1.342e-06, eta: 23:22:42, time: 1.416, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1348, s0.acc: 95.1130, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2112, s1.loss_cls: 0.0626, s1.acc: 95.3559, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1043, s2.loss_cls: 0.0315, s2.acc: 95.2206, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0493, loss: 0.9948 2024-03-12 21:10:09,186 - mmdet - INFO - Epoch [29][250/7330] lr: 1.342e-06, eta: 23:21:30, time: 1.412, data_time: 0.223, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1391, s0.acc: 94.9292, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2204, s1.loss_cls: 0.0647, s1.acc: 95.1598, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1081, s2.loss_cls: 0.0324, s2.acc: 95.0807, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0510, loss: 1.0245 2024-03-12 21:11:18,887 - mmdet - INFO - Epoch [29][300/7330] lr: 1.342e-06, eta: 23:20:17, time: 1.394, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1390, s0.acc: 94.9973, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2222, s1.loss_cls: 0.0643, s1.acc: 95.3112, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1082, s2.loss_cls: 0.0323, s2.acc: 95.0888, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0510, loss: 1.0282 2024-03-12 21:12:29,622 - mmdet - INFO - Epoch [29][350/7330] lr: 1.342e-06, eta: 23:19:05, time: 1.415, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1327, s0.acc: 95.1472, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2164, s1.loss_cls: 0.0606, s1.acc: 95.4746, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1076, s2.loss_cls: 0.0300, s2.acc: 95.4169, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0504, loss: 0.9979 2024-03-12 21:13:40,211 - mmdet - INFO - Epoch [29][400/7330] lr: 1.342e-06, eta: 23:17:53, time: 1.412, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1316, s0.acc: 95.2156, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2115, s1.loss_cls: 0.0610, s1.acc: 95.4727, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1032, s2.loss_cls: 0.0308, s2.acc: 95.3249, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0486, loss: 0.9720 2024-03-12 21:14:51,188 - mmdet - INFO - Epoch [29][450/7330] lr: 1.342e-06, eta: 23:16:40, time: 1.420, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1356, s0.acc: 95.0391, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2116, s1.loss_cls: 0.0635, s1.acc: 95.2445, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1050, s2.loss_cls: 0.0322, s2.acc: 95.0522, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0497, loss: 0.9999 2024-03-12 21:16:02,526 - mmdet - INFO - Epoch [29][500/7330] lr: 1.342e-06, eta: 23:15:28, time: 1.427, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1336, s0.acc: 95.1335, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2147, s1.loss_cls: 0.0617, s1.acc: 95.4033, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1053, s2.loss_cls: 0.0312, s2.acc: 95.3042, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0495, loss: 0.9904 2024-03-12 21:17:14,397 - mmdet - INFO - Epoch [29][550/7330] lr: 1.342e-06, eta: 23:14:16, time: 1.437, data_time: 0.112, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1358, s0.acc: 95.1069, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2135, s1.loss_cls: 0.0619, s1.acc: 95.5136, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1056, s2.loss_cls: 0.0313, s2.acc: 95.2760, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0499, loss: 0.9843 2024-03-12 21:18:24,096 - mmdet - INFO - Epoch [29][600/7330] lr: 1.342e-06, eta: 23:13:03, time: 1.394, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1366, s0.acc: 95.1155, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2202, s1.loss_cls: 0.0637, s1.acc: 95.3527, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1081, s2.loss_cls: 0.0319, s2.acc: 95.1776, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0510, loss: 1.0079 2024-03-12 21:19:36,767 - mmdet - INFO - Epoch [29][650/7330] lr: 1.342e-06, eta: 23:11:51, time: 1.453, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1353, s0.acc: 95.1233, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2225, s1.loss_cls: 0.0630, s1.acc: 95.3029, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1090, s2.loss_cls: 0.0313, s2.acc: 95.2537, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0512, loss: 1.0105 2024-03-12 21:20:47,624 - mmdet - INFO - Epoch [29][700/7330] lr: 1.342e-06, eta: 23:10:39, time: 1.417, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1364, s0.acc: 95.1094, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2155, s1.loss_cls: 0.0637, s1.acc: 95.2509, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1062, s2.loss_cls: 0.0320, s2.acc: 95.1033, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0500, loss: 0.9959 2024-03-12 21:21:58,854 - mmdet - INFO - Epoch [29][750/7330] lr: 1.342e-06, eta: 23:09:27, time: 1.425, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1387, s0.acc: 94.9275, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2168, s1.loss_cls: 0.0644, s1.acc: 95.1825, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1070, s2.loss_cls: 0.0321, s2.acc: 95.1104, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0502, loss: 1.0189 2024-03-12 21:23:12,050 - mmdet - INFO - Epoch [29][800/7330] lr: 1.342e-06, eta: 23:08:15, time: 1.464, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1326, s0.acc: 95.1204, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2113, s1.loss_cls: 0.0610, s1.acc: 95.4340, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1042, s2.loss_cls: 0.0308, s2.acc: 95.3745, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0491, loss: 0.9807 2024-03-12 21:24:24,290 - mmdet - INFO - Epoch [29][850/7330] lr: 1.342e-06, eta: 23:07:03, time: 1.445, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1394, s0.acc: 94.8765, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2178, s1.loss_cls: 0.0653, s1.acc: 95.1504, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1077, s2.loss_cls: 0.0326, s2.acc: 95.0890, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0509, loss: 1.0209 2024-03-12 21:25:31,343 - mmdet - INFO - Epoch [29][900/7330] lr: 1.342e-06, eta: 23:05:50, time: 1.341, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1379, s0.acc: 94.9431, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2161, s1.loss_cls: 0.0632, s1.acc: 95.2486, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1080, s2.loss_cls: 0.0317, s2.acc: 95.1468, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0507, loss: 1.0169 2024-03-12 21:26:41,382 - mmdet - INFO - Epoch [29][950/7330] lr: 1.342e-06, eta: 23:04:37, time: 1.401, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1230, s0.acc: 95.4783, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2082, s1.loss_cls: 0.0572, s1.acc: 95.7415, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1024, s2.loss_cls: 0.0288, s2.acc: 95.6640, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0483, loss: 0.9369 2024-03-12 21:27:52,947 - mmdet - INFO - Epoch [29][1000/7330] lr: 1.342e-06, eta: 23:03:25, time: 1.431, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1346, s0.acc: 95.1067, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2147, s1.loss_cls: 0.0626, s1.acc: 95.3285, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1049, s2.loss_cls: 0.0317, s2.acc: 95.2019, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0491, loss: 0.9851 2024-03-12 21:29:06,107 - mmdet - INFO - Epoch [29][1050/7330] lr: 1.342e-06, eta: 23:02:14, time: 1.463, data_time: 0.204, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1404, s0.acc: 94.8232, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2209, s1.loss_cls: 0.0644, s1.acc: 95.1514, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1082, s2.loss_cls: 0.0322, s2.acc: 95.1035, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0510, loss: 1.0373 2024-03-12 21:30:15,607 - mmdet - INFO - Epoch [29][1100/7330] lr: 1.342e-06, eta: 23:01:01, time: 1.390, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1286, s0.acc: 95.4023, s0.loss_bbox: 0.1955, s0.loss_mask: 0.2147, s1.loss_cls: 0.0608, s1.acc: 95.6016, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1056, s2.loss_cls: 0.0303, s2.acc: 95.4814, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0499, loss: 0.9645 2024-03-12 21:31:28,839 - mmdet - INFO - Epoch [29][1150/7330] lr: 1.342e-06, eta: 22:59:49, time: 1.465, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1398, s0.acc: 94.9265, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2175, s1.loss_cls: 0.0660, s1.acc: 95.1094, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1078, s2.loss_cls: 0.0327, s2.acc: 95.1220, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0506, loss: 1.0230 2024-03-12 21:32:39,486 - mmdet - INFO - Epoch [29][1200/7330] lr: 1.342e-06, eta: 22:58:37, time: 1.413, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1363, s0.acc: 95.0081, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2153, s1.loss_cls: 0.0622, s1.acc: 95.4401, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1062, s2.loss_cls: 0.0311, s2.acc: 95.3409, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0500, loss: 0.9992 2024-03-12 21:33:49,945 - mmdet - INFO - Epoch [29][1250/7330] lr: 1.342e-06, eta: 22:57:24, time: 1.409, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1319, s0.acc: 95.1750, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2115, s1.loss_cls: 0.0616, s1.acc: 95.4455, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1040, s2.loss_cls: 0.0310, s2.acc: 95.2330, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0492, loss: 0.9797 2024-03-12 21:35:00,547 - mmdet - INFO - Epoch [29][1300/7330] lr: 1.342e-06, eta: 22:56:12, time: 1.412, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1402, s0.acc: 94.8962, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2105, s1.loss_cls: 0.0650, s1.acc: 95.1824, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1043, s2.loss_cls: 0.0327, s2.acc: 94.9702, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0491, loss: 1.0097 2024-03-12 21:36:12,264 - mmdet - INFO - Epoch [29][1350/7330] lr: 1.342e-06, eta: 22:55:00, time: 1.434, data_time: 0.111, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1337, s0.acc: 95.1670, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2126, s1.loss_cls: 0.0621, s1.acc: 95.4410, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1049, s2.loss_cls: 0.0311, s2.acc: 95.3187, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0494, loss: 0.9838 2024-03-12 21:37:24,968 - mmdet - INFO - Epoch [29][1400/7330] lr: 1.342e-06, eta: 22:53:48, time: 1.454, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1344, s0.acc: 95.1250, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2132, s1.loss_cls: 0.0616, s1.acc: 95.4412, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1054, s2.loss_cls: 0.0305, s2.acc: 95.3185, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0496, loss: 0.9972 2024-03-12 21:38:39,351 - mmdet - INFO - Epoch [29][1450/7330] lr: 1.342e-06, eta: 22:52:37, time: 1.487, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1349, s0.acc: 95.0938, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2135, s1.loss_cls: 0.0626, s1.acc: 95.3322, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1044, s2.loss_cls: 0.0310, s2.acc: 95.2328, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0488, loss: 0.9914 2024-03-12 21:39:50,042 - mmdet - INFO - Epoch [29][1500/7330] lr: 1.342e-06, eta: 22:51:24, time: 1.414, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1370, s0.acc: 94.9741, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2124, s1.loss_cls: 0.0640, s1.acc: 95.3072, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1052, s2.loss_cls: 0.0321, s2.acc: 95.1603, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0497, loss: 1.0024 2024-03-12 21:41:01,804 - mmdet - INFO - Epoch [29][1550/7330] lr: 1.342e-06, eta: 22:50:12, time: 1.435, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1430, s0.acc: 94.8198, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2156, s1.loss_cls: 0.0666, s1.acc: 95.0735, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1068, s2.loss_cls: 0.0337, s2.acc: 94.8776, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0506, loss: 1.0303 2024-03-12 21:42:13,705 - mmdet - INFO - Epoch [29][1600/7330] lr: 1.342e-06, eta: 22:49:00, time: 1.438, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1328, s0.acc: 95.2368, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2072, s1.loss_cls: 0.0600, s1.acc: 95.5931, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1029, s2.loss_cls: 0.0300, s2.acc: 95.4185, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0489, loss: 0.9669 2024-03-12 21:43:26,162 - mmdet - INFO - Epoch [29][1650/7330] lr: 1.342e-06, eta: 22:47:48, time: 1.449, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1403, s0.acc: 94.9739, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2094, s1.loss_cls: 0.0643, s1.acc: 95.2625, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1039, s2.loss_cls: 0.0322, s2.acc: 95.1408, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0488, loss: 1.0004 2024-03-12 21:44:38,556 - mmdet - INFO - Epoch [29][1700/7330] lr: 1.342e-06, eta: 22:46:37, time: 1.448, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1350, s0.acc: 95.1399, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2152, s1.loss_cls: 0.0621, s1.acc: 95.4333, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1071, s2.loss_cls: 0.0313, s2.acc: 95.2869, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0504, loss: 0.9974 2024-03-12 21:45:48,487 - mmdet - INFO - Epoch [29][1750/7330] lr: 1.342e-06, eta: 22:45:24, time: 1.399, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1346, s0.acc: 95.0576, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2158, s1.loss_cls: 0.0620, s1.acc: 95.3754, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1070, s2.loss_cls: 0.0310, s2.acc: 95.2458, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0507, loss: 1.0037 2024-03-12 21:47:01,077 - mmdet - INFO - Epoch [29][1800/7330] lr: 1.342e-06, eta: 22:44:12, time: 1.452, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1413, s0.acc: 94.8540, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2152, s1.loss_cls: 0.0652, s1.acc: 95.1045, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1065, s2.loss_cls: 0.0325, s2.acc: 95.0034, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0504, loss: 1.0258 2024-03-12 21:48:13,063 - mmdet - INFO - Epoch [29][1850/7330] lr: 1.342e-06, eta: 22:43:00, time: 1.440, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1448, s0.acc: 94.7754, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2131, s1.loss_cls: 0.0669, s1.acc: 95.1305, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1056, s2.loss_cls: 0.0332, s2.acc: 95.0451, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0498, loss: 1.0273 2024-03-12 21:49:24,583 - mmdet - INFO - Epoch [29][1900/7330] lr: 1.342e-06, eta: 22:41:48, time: 1.430, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1378, s0.acc: 94.9512, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2176, s1.loss_cls: 0.0641, s1.acc: 95.2096, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1076, s2.loss_cls: 0.0320, s2.acc: 95.0950, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0507, loss: 1.0171 2024-03-12 21:50:37,788 - mmdet - INFO - Epoch [29][1950/7330] lr: 1.342e-06, eta: 22:40:36, time: 1.464, data_time: 0.202, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1405, s0.acc: 94.9429, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2194, s1.loss_cls: 0.0653, s1.acc: 95.2185, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1079, s2.loss_cls: 0.0323, s2.acc: 95.0411, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0509, loss: 1.0226 2024-03-12 21:51:49,990 - mmdet - INFO - Epoch [29][2000/7330] lr: 1.342e-06, eta: 22:39:24, time: 1.444, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1416, s0.acc: 94.9277, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2154, s1.loss_cls: 0.0644, s1.acc: 95.2461, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1062, s2.loss_cls: 0.0322, s2.acc: 95.2140, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0497, loss: 1.0212 2024-03-12 21:53:00,850 - mmdet - INFO - Epoch [29][2050/7330] lr: 1.342e-06, eta: 22:38:12, time: 1.417, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1421, s0.acc: 94.9204, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2162, s1.loss_cls: 0.0660, s1.acc: 95.1407, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1055, s2.loss_cls: 0.0327, s2.acc: 95.0718, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0498, loss: 1.0238 2024-03-12 21:54:14,786 - mmdet - INFO - Epoch [29][2100/7330] lr: 1.342e-06, eta: 22:37:01, time: 1.479, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1364, s0.acc: 95.0286, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2114, s1.loss_cls: 0.0628, s1.acc: 95.2525, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1050, s2.loss_cls: 0.0313, s2.acc: 95.1412, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0496, loss: 0.9966 2024-03-12 21:55:26,097 - mmdet - INFO - Epoch [29][2150/7330] lr: 1.342e-06, eta: 22:35:48, time: 1.426, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1362, s0.acc: 95.1426, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2167, s1.loss_cls: 0.0625, s1.acc: 95.4754, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1071, s2.loss_cls: 0.0314, s2.acc: 95.3253, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0504, loss: 0.9968 2024-03-12 21:56:37,104 - mmdet - INFO - Epoch [29][2200/7330] lr: 1.342e-06, eta: 22:34:36, time: 1.420, data_time: 0.216, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1388, s0.acc: 94.9114, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2171, s1.loss_cls: 0.0644, s1.acc: 95.1633, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1064, s2.loss_cls: 0.0322, s2.acc: 95.1930, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0499, loss: 1.0155 2024-03-12 21:57:50,376 - mmdet - INFO - Epoch [29][2250/7330] lr: 1.342e-06, eta: 22:33:24, time: 1.465, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1321, s0.acc: 95.1450, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2112, s1.loss_cls: 0.0618, s1.acc: 95.4183, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1044, s2.loss_cls: 0.0310, s2.acc: 95.2921, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0493, loss: 0.9781 2024-03-12 21:59:04,864 - mmdet - INFO - Epoch [29][2300/7330] lr: 1.342e-06, eta: 22:32:13, time: 1.490, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1426, s0.acc: 94.7549, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2181, s1.loss_cls: 0.0661, s1.acc: 95.0668, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1071, s2.loss_cls: 0.0333, s2.acc: 94.9328, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0503, loss: 1.0356 2024-03-12 22:00:19,315 - mmdet - INFO - Epoch [29][2350/7330] lr: 1.342e-06, eta: 22:31:02, time: 1.489, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1354, s0.acc: 95.0945, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2166, s1.loss_cls: 0.0628, s1.acc: 95.3509, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1078, s2.loss_cls: 0.0310, s2.acc: 95.3677, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0508, loss: 0.9988 2024-03-12 22:01:33,791 - mmdet - INFO - Epoch [29][2400/7330] lr: 1.342e-06, eta: 22:29:50, time: 1.490, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1374, s0.acc: 94.9883, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2166, s1.loss_cls: 0.0633, s1.acc: 95.3298, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1076, s2.loss_cls: 0.0320, s2.acc: 95.1427, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0507, loss: 1.0232 2024-03-12 22:02:49,550 - mmdet - INFO - Epoch [29][2450/7330] lr: 1.342e-06, eta: 22:28:39, time: 1.515, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1453, s0.acc: 94.7993, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2219, s1.loss_cls: 0.0671, s1.acc: 95.0215, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1082, s2.loss_cls: 0.0336, s2.acc: 94.8865, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0507, loss: 1.0434 2024-03-12 22:04:01,720 - mmdet - INFO - Epoch [29][2500/7330] lr: 1.342e-06, eta: 22:27:27, time: 1.443, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1364, s0.acc: 95.0549, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2136, s1.loss_cls: 0.0628, s1.acc: 95.3069, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1051, s2.loss_cls: 0.0314, s2.acc: 95.2240, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0494, loss: 0.9966 2024-03-12 22:05:11,252 - mmdet - INFO - Epoch [29][2550/7330] lr: 1.342e-06, eta: 22:26:15, time: 1.391, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1373, s0.acc: 95.0171, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2160, s1.loss_cls: 0.0636, s1.acc: 95.3578, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1056, s2.loss_cls: 0.0315, s2.acc: 95.2412, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0498, loss: 1.0029 2024-03-12 22:06:23,384 - mmdet - INFO - Epoch [29][2600/7330] lr: 1.342e-06, eta: 22:25:03, time: 1.443, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1356, s0.acc: 95.0195, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2123, s1.loss_cls: 0.0635, s1.acc: 95.2694, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1044, s2.loss_cls: 0.0317, s2.acc: 95.0454, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0490, loss: 0.9903 2024-03-12 22:07:32,214 - mmdet - INFO - Epoch [29][2650/7330] lr: 1.342e-06, eta: 22:23:50, time: 1.377, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1349, s0.acc: 95.1038, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2198, s1.loss_cls: 0.0637, s1.acc: 95.2234, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1088, s2.loss_cls: 0.0321, s2.acc: 95.0552, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0513, loss: 1.0053 2024-03-12 22:08:49,364 - mmdet - INFO - Epoch [29][2700/7330] lr: 1.342e-06, eta: 22:22:39, time: 1.543, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1364, s0.acc: 95.1079, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2145, s1.loss_cls: 0.0619, s1.acc: 95.4469, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1058, s2.loss_cls: 0.0306, s2.acc: 95.3575, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0498, loss: 0.9966 2024-03-12 22:10:02,518 - mmdet - INFO - Epoch [29][2750/7330] lr: 1.342e-06, eta: 22:21:28, time: 1.463, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1361, s0.acc: 95.0649, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2136, s1.loss_cls: 0.0631, s1.acc: 95.3469, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1050, s2.loss_cls: 0.0310, s2.acc: 95.2339, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0493, loss: 0.9983 2024-03-12 22:11:14,480 - mmdet - INFO - Epoch [29][2800/7330] lr: 1.342e-06, eta: 22:20:16, time: 1.439, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1404, s0.acc: 94.9758, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2188, s1.loss_cls: 0.0648, s1.acc: 95.3330, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1079, s2.loss_cls: 0.0326, s2.acc: 95.1322, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0508, loss: 1.0202 2024-03-12 22:12:27,371 - mmdet - INFO - Epoch [29][2850/7330] lr: 1.342e-06, eta: 22:19:04, time: 1.458, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1303, s0.acc: 95.2061, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2094, s1.loss_cls: 0.0600, s1.acc: 95.5393, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1035, s2.loss_cls: 0.0303, s2.acc: 95.5067, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0490, loss: 0.9752 2024-03-12 22:13:38,188 - mmdet - INFO - Epoch [29][2900/7330] lr: 1.342e-06, eta: 22:17:52, time: 1.416, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1380, s0.acc: 95.0388, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2118, s1.loss_cls: 0.0634, s1.acc: 95.2815, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1036, s2.loss_cls: 0.0313, s2.acc: 95.2398, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0487, loss: 0.9881 2024-03-12 22:14:47,608 - mmdet - INFO - Epoch [29][2950/7330] lr: 1.342e-06, eta: 22:16:39, time: 1.388, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1394, s0.acc: 94.9419, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2131, s1.loss_cls: 0.0650, s1.acc: 95.1432, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1055, s2.loss_cls: 0.0320, s2.acc: 95.1083, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0495, loss: 1.0054 2024-03-12 22:15:57,853 - mmdet - INFO - Epoch [29][3000/7330] lr: 1.342e-06, eta: 22:15:26, time: 1.405, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1410, s0.acc: 94.9102, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2180, s1.loss_cls: 0.0656, s1.acc: 95.2114, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1083, s2.loss_cls: 0.0326, s2.acc: 95.0451, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0513, loss: 1.0268 2024-03-12 22:17:10,528 - mmdet - INFO - Epoch [29][3050/7330] lr: 1.342e-06, eta: 22:14:15, time: 1.454, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1395, s0.acc: 94.9663, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2151, s1.loss_cls: 0.0653, s1.acc: 95.2159, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1052, s2.loss_cls: 0.0323, s2.acc: 95.2121, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0499, loss: 1.0052 2024-03-12 22:18:24,198 - mmdet - INFO - Epoch [29][3100/7330] lr: 1.342e-06, eta: 22:13:03, time: 1.473, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1362, s0.acc: 95.0537, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2127, s1.loss_cls: 0.0626, s1.acc: 95.2935, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1057, s2.loss_cls: 0.0315, s2.acc: 95.1524, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0502, loss: 1.0044 2024-03-12 22:19:36,738 - mmdet - INFO - Epoch [29][3150/7330] lr: 1.342e-06, eta: 22:11:51, time: 1.451, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1266, s0.acc: 95.2805, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2064, s1.loss_cls: 0.0586, s1.acc: 95.5702, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1026, s2.loss_cls: 0.0300, s2.acc: 95.3554, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0486, loss: 0.9543 2024-03-12 22:20:54,601 - mmdet - INFO - Epoch [29][3200/7330] lr: 1.342e-06, eta: 22:10:41, time: 1.557, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1430, s0.acc: 94.9197, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2137, s1.loss_cls: 0.0657, s1.acc: 95.2223, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1068, s2.loss_cls: 0.0329, s2.acc: 95.1081, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0510, loss: 1.0177 2024-03-12 22:22:06,132 - mmdet - INFO - Epoch [29][3250/7330] lr: 1.342e-06, eta: 22:09:29, time: 1.431, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1402, s0.acc: 94.8489, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2187, s1.loss_cls: 0.0651, s1.acc: 95.0859, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1086, s2.loss_cls: 0.0325, s2.acc: 94.9499, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0511, loss: 1.0342 2024-03-12 22:23:19,146 - mmdet - INFO - Epoch [29][3300/7330] lr: 1.342e-06, eta: 22:08:17, time: 1.460, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1381, s0.acc: 95.0942, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2167, s1.loss_cls: 0.0628, s1.acc: 95.3961, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1076, s2.loss_cls: 0.0313, s2.acc: 95.2612, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0506, loss: 1.0129 2024-03-12 22:24:31,775 - mmdet - INFO - Epoch [29][3350/7330] lr: 1.342e-06, eta: 22:07:05, time: 1.452, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1323, s0.acc: 95.2366, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2095, s1.loss_cls: 0.0603, s1.acc: 95.5073, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1040, s2.loss_cls: 0.0302, s2.acc: 95.4260, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0489, loss: 0.9783 2024-03-12 22:25:42,212 - mmdet - INFO - Epoch [29][3400/7330] lr: 1.342e-06, eta: 22:05:53, time: 1.409, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1394, s0.acc: 94.8704, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2173, s1.loss_cls: 0.0638, s1.acc: 95.2185, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1058, s2.loss_cls: 0.0317, s2.acc: 95.1431, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0498, loss: 1.0161 2024-03-12 22:26:54,426 - mmdet - INFO - Epoch [29][3450/7330] lr: 1.342e-06, eta: 22:04:41, time: 1.444, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1377, s0.acc: 94.9524, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2123, s1.loss_cls: 0.0641, s1.acc: 95.1952, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1042, s2.loss_cls: 0.0318, s2.acc: 95.1571, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0489, loss: 1.0009 2024-03-12 22:28:02,611 - mmdet - INFO - Epoch [29][3500/7330] lr: 1.342e-06, eta: 22:03:28, time: 1.363, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1325, s0.acc: 95.2422, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2101, s1.loss_cls: 0.0613, s1.acc: 95.4493, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1052, s2.loss_cls: 0.0308, s2.acc: 95.2063, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0497, loss: 0.9799 2024-03-12 22:29:14,498 - mmdet - INFO - Epoch [29][3550/7330] lr: 1.342e-06, eta: 22:02:16, time: 1.438, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1310, s0.acc: 95.2542, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2115, s1.loss_cls: 0.0606, s1.acc: 95.5335, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1041, s2.loss_cls: 0.0302, s2.acc: 95.3255, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0489, loss: 0.9689 2024-03-12 22:30:22,900 - mmdet - INFO - Epoch [29][3600/7330] lr: 1.342e-06, eta: 22:01:03, time: 1.368, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1314, s0.acc: 95.1992, s0.loss_bbox: 0.2039, s0.loss_mask: 0.2119, s1.loss_cls: 0.0600, s1.acc: 95.5161, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1047, s2.loss_cls: 0.0307, s2.acc: 95.2767, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0491, loss: 0.9778 2024-03-12 22:31:32,733 - mmdet - INFO - Epoch [29][3650/7330] lr: 1.342e-06, eta: 21:59:50, time: 1.397, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1440, s0.acc: 94.8086, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2150, s1.loss_cls: 0.0675, s1.acc: 95.0568, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1059, s2.loss_cls: 0.0335, s2.acc: 94.9337, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0500, loss: 1.0281 2024-03-12 22:32:44,863 - mmdet - INFO - Epoch [29][3700/7330] lr: 1.342e-06, eta: 21:58:38, time: 1.443, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1304, s0.acc: 95.2183, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2139, s1.loss_cls: 0.0606, s1.acc: 95.4656, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1055, s2.loss_cls: 0.0303, s2.acc: 95.2828, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0503, loss: 0.9749 2024-03-12 22:33:57,305 - mmdet - INFO - Epoch [29][3750/7330] lr: 1.342e-06, eta: 21:57:26, time: 1.449, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1370, s0.acc: 95.0237, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2200, s1.loss_cls: 0.0633, s1.acc: 95.3222, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1085, s2.loss_cls: 0.0316, s2.acc: 95.1206, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0515, loss: 1.0118 2024-03-12 22:35:07,777 - mmdet - INFO - Epoch [29][3800/7330] lr: 1.342e-06, eta: 21:56:14, time: 1.410, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1313, s0.acc: 95.2405, s0.loss_bbox: 0.2013, s0.loss_mask: 0.2091, s1.loss_cls: 0.0612, s1.acc: 95.4677, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1042, s2.loss_cls: 0.0307, s2.acc: 95.2712, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0493, loss: 0.9686 2024-03-12 22:36:20,737 - mmdet - INFO - Epoch [29][3850/7330] lr: 1.342e-06, eta: 21:55:02, time: 1.459, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1314, s0.acc: 95.2156, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2156, s1.loss_cls: 0.0615, s1.acc: 95.4254, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1070, s2.loss_cls: 0.0302, s2.acc: 95.3977, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0501, loss: 0.9819 2024-03-12 22:37:33,385 - mmdet - INFO - Epoch [29][3900/7330] lr: 1.342e-06, eta: 21:53:50, time: 1.453, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1360, s0.acc: 95.1099, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2151, s1.loss_cls: 0.0632, s1.acc: 95.3835, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1059, s2.loss_cls: 0.0318, s2.acc: 95.2289, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0491, loss: 0.9881 2024-03-12 22:38:48,666 - mmdet - INFO - Epoch [29][3950/7330] lr: 1.342e-06, eta: 21:52:39, time: 1.506, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1259, s0.acc: 95.3274, s0.loss_bbox: 0.2005, s0.loss_mask: 0.2084, s1.loss_cls: 0.0582, s1.acc: 95.6129, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1030, s2.loss_cls: 0.0290, s2.acc: 95.6132, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0490, loss: 0.9568 2024-03-12 22:40:01,393 - mmdet - INFO - Epoch [29][4000/7330] lr: 1.342e-06, eta: 21:51:27, time: 1.455, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1381, s0.acc: 95.0872, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2116, s1.loss_cls: 0.0635, s1.acc: 95.3394, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1054, s2.loss_cls: 0.0318, s2.acc: 95.1725, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0498, loss: 0.9942 2024-03-12 22:41:14,140 - mmdet - INFO - Epoch [29][4050/7330] lr: 1.342e-06, eta: 21:50:15, time: 1.455, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1357, s0.acc: 95.0720, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2120, s1.loss_cls: 0.0633, s1.acc: 95.3198, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1056, s2.loss_cls: 0.0311, s2.acc: 95.2912, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0498, loss: 0.9953 2024-03-12 22:42:22,190 - mmdet - INFO - Epoch [29][4100/7330] lr: 1.342e-06, eta: 21:49:02, time: 1.361, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1334, s0.acc: 95.1257, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2148, s1.loss_cls: 0.0613, s1.acc: 95.4257, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1056, s2.loss_cls: 0.0307, s2.acc: 95.3431, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0498, loss: 0.9900 2024-03-12 22:43:37,790 - mmdet - INFO - Epoch [29][4150/7330] lr: 1.342e-06, eta: 21:47:51, time: 1.512, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1400, s0.acc: 94.9241, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2122, s1.loss_cls: 0.0642, s1.acc: 95.3269, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1051, s2.loss_cls: 0.0326, s2.acc: 95.1004, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0494, loss: 1.0146 2024-03-12 22:44:50,180 - mmdet - INFO - Epoch [29][4200/7330] lr: 1.342e-06, eta: 21:46:39, time: 1.448, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1396, s0.acc: 95.0127, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2190, s1.loss_cls: 0.0648, s1.acc: 95.2909, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1081, s2.loss_cls: 0.0327, s2.acc: 95.0896, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0508, loss: 1.0197 2024-03-12 22:46:04,442 - mmdet - INFO - Epoch [29][4250/7330] lr: 1.342e-06, eta: 21:45:28, time: 1.485, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1370, s0.acc: 95.0913, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2129, s1.loss_cls: 0.0633, s1.acc: 95.3717, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1051, s2.loss_cls: 0.0314, s2.acc: 95.2719, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0496, loss: 0.9972 2024-03-12 22:47:21,023 - mmdet - INFO - Epoch [29][4300/7330] lr: 1.342e-06, eta: 21:44:17, time: 1.532, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1377, s0.acc: 94.9387, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2144, s1.loss_cls: 0.0636, s1.acc: 95.2860, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1055, s2.loss_cls: 0.0315, s2.acc: 95.2481, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0497, loss: 1.0078 2024-03-12 22:48:30,423 - mmdet - INFO - Epoch [29][4350/7330] lr: 1.342e-06, eta: 21:43:04, time: 1.388, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1345, s0.acc: 95.0938, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2108, s1.loss_cls: 0.0619, s1.acc: 95.4195, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1043, s2.loss_cls: 0.0308, s2.acc: 95.3624, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0493, loss: 0.9913 2024-03-12 22:49:41,695 - mmdet - INFO - Epoch [29][4400/7330] lr: 1.342e-06, eta: 21:41:52, time: 1.425, data_time: 0.190, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1411, s0.acc: 94.9148, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2127, s1.loss_cls: 0.0656, s1.acc: 95.2388, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1052, s2.loss_cls: 0.0323, s2.acc: 95.1882, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0495, loss: 1.0144 2024-03-12 22:50:56,510 - mmdet - INFO - Epoch [29][4450/7330] lr: 1.342e-06, eta: 21:40:41, time: 1.496, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1431, s0.acc: 94.7590, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2185, s1.loss_cls: 0.0659, s1.acc: 95.0891, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1074, s2.loss_cls: 0.0334, s2.acc: 94.9320, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0504, loss: 1.0340 2024-03-12 22:52:09,708 - mmdet - INFO - Epoch [29][4500/7330] lr: 1.342e-06, eta: 21:39:29, time: 1.464, data_time: 0.203, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1404, s0.acc: 94.7639, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2200, s1.loss_cls: 0.0643, s1.acc: 95.1964, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1087, s2.loss_cls: 0.0325, s2.acc: 95.0370, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0513, loss: 1.0389 2024-03-12 22:53:22,370 - mmdet - INFO - Epoch [29][4550/7330] lr: 1.342e-06, eta: 21:38:17, time: 1.453, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1389, s0.acc: 94.9509, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2138, s1.loss_cls: 0.0652, s1.acc: 95.2431, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1063, s2.loss_cls: 0.0323, s2.acc: 95.1418, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0501, loss: 1.0142 2024-03-12 22:54:35,340 - mmdet - INFO - Epoch [29][4600/7330] lr: 1.342e-06, eta: 21:37:06, time: 1.459, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1420, s0.acc: 94.8328, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2172, s1.loss_cls: 0.0660, s1.acc: 95.0980, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1076, s2.loss_cls: 0.0326, s2.acc: 95.1214, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0508, loss: 1.0275 2024-03-12 22:55:49,848 - mmdet - INFO - Epoch [29][4650/7330] lr: 1.342e-06, eta: 21:35:54, time: 1.490, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1449, s0.acc: 94.7495, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2148, s1.loss_cls: 0.0672, s1.acc: 94.9798, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1060, s2.loss_cls: 0.0331, s2.acc: 94.9442, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0503, loss: 1.0221 2024-03-12 22:56:59,782 - mmdet - INFO - Epoch [29][4700/7330] lr: 1.342e-06, eta: 21:34:42, time: 1.399, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1372, s0.acc: 94.9722, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2185, s1.loss_cls: 0.0631, s1.acc: 95.2896, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1075, s2.loss_cls: 0.0315, s2.acc: 95.1394, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0506, loss: 1.0185 2024-03-12 22:58:12,543 - mmdet - INFO - Epoch [29][4750/7330] lr: 1.342e-06, eta: 21:33:30, time: 1.455, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1308, s0.acc: 95.3262, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2121, s1.loss_cls: 0.0598, s1.acc: 95.6579, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1061, s2.loss_cls: 0.0300, s2.acc: 95.5849, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0502, loss: 0.9782 2024-03-12 22:59:24,475 - mmdet - INFO - Epoch [29][4800/7330] lr: 1.342e-06, eta: 21:32:18, time: 1.439, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1345, s0.acc: 95.0989, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2173, s1.loss_cls: 0.0628, s1.acc: 95.3089, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1078, s2.loss_cls: 0.0315, s2.acc: 95.2202, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0506, loss: 1.0035 2024-03-12 23:00:39,666 - mmdet - INFO - Epoch [29][4850/7330] lr: 1.342e-06, eta: 21:31:07, time: 1.504, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1382, s0.acc: 94.9829, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2168, s1.loss_cls: 0.0638, s1.acc: 95.2487, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1070, s2.loss_cls: 0.0326, s2.acc: 95.1080, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0502, loss: 1.0085 2024-03-12 23:01:57,639 - mmdet - INFO - Epoch [29][4900/7330] lr: 1.342e-06, eta: 21:29:56, time: 1.560, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1320, s0.acc: 95.1550, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2174, s1.loss_cls: 0.0597, s1.acc: 95.4667, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1068, s2.loss_cls: 0.0300, s2.acc: 95.3585, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0504, loss: 0.9940 2024-03-12 23:03:12,521 - mmdet - INFO - Epoch [29][4950/7330] lr: 1.342e-06, eta: 21:28:45, time: 1.498, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1386, s0.acc: 95.0149, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2157, s1.loss_cls: 0.0640, s1.acc: 95.2205, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1073, s2.loss_cls: 0.0320, s2.acc: 95.1588, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0509, loss: 1.0159 2024-03-12 23:04:28,439 - mmdet - INFO - Epoch [29][5000/7330] lr: 1.342e-06, eta: 21:27:34, time: 1.518, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1431, s0.acc: 94.8967, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2164, s1.loss_cls: 0.0658, s1.acc: 95.1552, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1067, s2.loss_cls: 0.0325, s2.acc: 95.0487, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0504, loss: 1.0218 2024-03-12 23:05:41,461 - mmdet - INFO - Epoch [29][5050/7330] lr: 1.342e-06, eta: 21:26:22, time: 1.460, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1376, s0.acc: 94.9775, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2160, s1.loss_cls: 0.0646, s1.acc: 95.2158, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1069, s2.loss_cls: 0.0324, s2.acc: 95.0510, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0505, loss: 1.0139 2024-03-12 23:06:50,607 - mmdet - INFO - Epoch [29][5100/7330] lr: 1.342e-06, eta: 21:25:09, time: 1.383, data_time: 0.115, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1412, s0.acc: 94.9133, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2178, s1.loss_cls: 0.0652, s1.acc: 95.2923, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1062, s2.loss_cls: 0.0320, s2.acc: 95.2805, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0501, loss: 1.0163 2024-03-12 23:08:00,680 - mmdet - INFO - Epoch [29][5150/7330] lr: 1.342e-06, eta: 21:23:57, time: 1.401, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1362, s0.acc: 95.0103, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2133, s1.loss_cls: 0.0629, s1.acc: 95.2873, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1041, s2.loss_cls: 0.0309, s2.acc: 95.2632, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0489, loss: 0.9885 2024-03-12 23:09:15,240 - mmdet - INFO - Epoch [29][5200/7330] lr: 1.342e-06, eta: 21:22:46, time: 1.491, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1321, s0.acc: 95.2007, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2136, s1.loss_cls: 0.0616, s1.acc: 95.4568, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1048, s2.loss_cls: 0.0307, s2.acc: 95.3157, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0493, loss: 0.9875 2024-03-12 23:10:25,410 - mmdet - INFO - Epoch [29][5250/7330] lr: 1.342e-06, eta: 21:21:33, time: 1.403, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1335, s0.acc: 95.1348, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2199, s1.loss_cls: 0.0615, s1.acc: 95.4380, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1095, s2.loss_cls: 0.0310, s2.acc: 95.2710, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0513, loss: 1.0092 2024-03-12 23:11:37,597 - mmdet - INFO - Epoch [29][5300/7330] lr: 1.342e-06, eta: 21:20:21, time: 1.444, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1381, s0.acc: 94.9526, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2114, s1.loss_cls: 0.0644, s1.acc: 95.2305, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1046, s2.loss_cls: 0.0324, s2.acc: 94.9777, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0493, loss: 0.9973 2024-03-12 23:12:50,419 - mmdet - INFO - Epoch [29][5350/7330] lr: 1.342e-06, eta: 21:19:09, time: 1.456, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1385, s0.acc: 94.9878, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2185, s1.loss_cls: 0.0639, s1.acc: 95.2547, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1076, s2.loss_cls: 0.0315, s2.acc: 95.2223, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0507, loss: 1.0151 2024-03-12 23:14:03,651 - mmdet - INFO - Epoch [29][5400/7330] lr: 1.342e-06, eta: 21:17:58, time: 1.464, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1403, s0.acc: 94.8499, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2175, s1.loss_cls: 0.0646, s1.acc: 95.1609, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1066, s2.loss_cls: 0.0324, s2.acc: 95.0197, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0499, loss: 1.0211 2024-03-12 23:15:15,968 - mmdet - INFO - Epoch [29][5450/7330] lr: 1.342e-06, eta: 21:16:46, time: 1.447, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1331, s0.acc: 95.1543, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2155, s1.loss_cls: 0.0616, s1.acc: 95.3835, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1056, s2.loss_cls: 0.0308, s2.acc: 95.2179, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0496, loss: 0.9878 2024-03-12 23:16:28,864 - mmdet - INFO - Epoch [29][5500/7330] lr: 1.342e-06, eta: 21:15:34, time: 1.458, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1349, s0.acc: 95.0242, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2162, s1.loss_cls: 0.0621, s1.acc: 95.3003, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1070, s2.loss_cls: 0.0311, s2.acc: 95.1459, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0500, loss: 1.0038 2024-03-12 23:17:48,537 - mmdet - INFO - Epoch [29][5550/7330] lr: 1.342e-06, eta: 21:14:24, time: 1.593, data_time: 0.206, memory: 17966, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1351, s0.acc: 95.0642, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2086, s1.loss_cls: 0.0621, s1.acc: 95.4115, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1039, s2.loss_cls: 0.0316, s2.acc: 95.1880, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0494, loss: 0.9904 2024-03-12 23:19:02,921 - mmdet - INFO - Epoch [29][5600/7330] lr: 1.342e-06, eta: 21:13:12, time: 1.488, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1390, s0.acc: 94.8433, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2197, s1.loss_cls: 0.0645, s1.acc: 95.0367, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1082, s2.loss_cls: 0.0322, s2.acc: 95.0002, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0509, loss: 1.0241 2024-03-12 23:20:17,923 - mmdet - INFO - Epoch [29][5650/7330] lr: 1.342e-06, eta: 21:12:01, time: 1.500, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1405, s0.acc: 94.7656, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2167, s1.loss_cls: 0.0648, s1.acc: 95.0956, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1064, s2.loss_cls: 0.0326, s2.acc: 94.9798, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0499, loss: 1.0339 2024-03-12 23:21:29,876 - mmdet - INFO - Epoch [29][5700/7330] lr: 1.342e-06, eta: 21:10:49, time: 1.439, data_time: 0.106, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1452, s0.acc: 94.7708, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2156, s1.loss_cls: 0.0672, s1.acc: 95.0588, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1055, s2.loss_cls: 0.0333, s2.acc: 94.9117, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0495, loss: 1.0314 2024-03-12 23:22:39,680 - mmdet - INFO - Epoch [29][5750/7330] lr: 1.342e-06, eta: 21:09:37, time: 1.396, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1371, s0.acc: 94.9500, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2183, s1.loss_cls: 0.0633, s1.acc: 95.2423, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1078, s2.loss_cls: 0.0319, s2.acc: 95.0277, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0507, loss: 1.0133 2024-03-12 23:23:46,483 - mmdet - INFO - Epoch [29][5800/7330] lr: 1.342e-06, eta: 21:08:23, time: 1.336, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1224, s0.acc: 95.6260, s0.loss_bbox: 0.1957, s0.loss_mask: 0.2084, s1.loss_cls: 0.0561, s1.acc: 95.9132, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1040, s2.loss_cls: 0.0280, s2.acc: 95.7745, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0494, loss: 0.9433 2024-03-12 23:25:00,358 - mmdet - INFO - Epoch [29][5850/7330] lr: 1.342e-06, eta: 21:07:12, time: 1.477, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1334, s0.acc: 95.1433, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2125, s1.loss_cls: 0.0613, s1.acc: 95.4591, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1066, s2.loss_cls: 0.0307, s2.acc: 95.3242, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0504, loss: 0.9900 2024-03-12 23:26:11,149 - mmdet - INFO - Epoch [29][5900/7330] lr: 1.342e-06, eta: 21:05:59, time: 1.416, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1371, s0.acc: 94.9797, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2100, s1.loss_cls: 0.0629, s1.acc: 95.2589, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1028, s2.loss_cls: 0.0317, s2.acc: 95.1147, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0485, loss: 0.9919 2024-03-12 23:27:21,330 - mmdet - INFO - Epoch [29][5950/7330] lr: 1.342e-06, eta: 21:04:47, time: 1.404, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1480, s0.acc: 94.6379, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2237, s1.loss_cls: 0.0672, s1.acc: 94.9865, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1104, s2.loss_cls: 0.0339, s2.acc: 94.8779, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0522, loss: 1.0640 2024-03-12 23:28:34,337 - mmdet - INFO - Epoch [29][6000/7330] lr: 1.342e-06, eta: 21:03:35, time: 1.460, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1389, s0.acc: 94.9485, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2204, s1.loss_cls: 0.0643, s1.acc: 95.1907, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1087, s2.loss_cls: 0.0323, s2.acc: 94.9846, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0514, loss: 1.0284 2024-03-12 23:29:47,641 - mmdet - INFO - Epoch [29][6050/7330] lr: 1.342e-06, eta: 21:02:23, time: 1.466, data_time: 0.118, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1367, s0.acc: 95.0750, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2123, s1.loss_cls: 0.0634, s1.acc: 95.3559, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1047, s2.loss_cls: 0.0321, s2.acc: 95.1918, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0494, loss: 0.9950 2024-03-12 23:31:00,865 - mmdet - INFO - Epoch [29][6100/7330] lr: 1.342e-06, eta: 21:01:12, time: 1.464, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1332, s0.acc: 95.1663, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2179, s1.loss_cls: 0.0627, s1.acc: 95.4253, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1074, s2.loss_cls: 0.0314, s2.acc: 95.2527, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0505, loss: 0.9976 2024-03-12 23:32:08,719 - mmdet - INFO - Epoch [29][6150/7330] lr: 1.342e-06, eta: 20:59:59, time: 1.357, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1321, s0.acc: 95.1331, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2092, s1.loss_cls: 0.0612, s1.acc: 95.3968, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1033, s2.loss_cls: 0.0309, s2.acc: 95.1900, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0490, loss: 0.9756 2024-03-12 23:33:19,372 - mmdet - INFO - Epoch [29][6200/7330] lr: 1.342e-06, eta: 20:58:46, time: 1.413, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1349, s0.acc: 95.0623, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2144, s1.loss_cls: 0.0628, s1.acc: 95.3225, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1058, s2.loss_cls: 0.0316, s2.acc: 95.1670, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0494, loss: 0.9945 2024-03-12 23:34:33,936 - mmdet - INFO - Epoch [29][6250/7330] lr: 1.342e-06, eta: 20:57:35, time: 1.491, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1386, s0.acc: 94.9827, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2100, s1.loss_cls: 0.0639, s1.acc: 95.2688, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1036, s2.loss_cls: 0.0318, s2.acc: 95.1783, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0485, loss: 0.9954 2024-03-12 23:35:43,471 - mmdet - INFO - Epoch [29][6300/7330] lr: 1.342e-06, eta: 20:56:22, time: 1.391, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1425, s0.acc: 94.7925, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2241, s1.loss_cls: 0.0663, s1.acc: 95.0922, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1104, s2.loss_cls: 0.0331, s2.acc: 94.9026, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0523, loss: 1.0430 2024-03-12 23:36:57,977 - mmdet - INFO - Epoch [29][6350/7330] lr: 1.342e-06, eta: 20:55:11, time: 1.490, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1422, s0.acc: 94.9478, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2192, s1.loss_cls: 0.0663, s1.acc: 95.0902, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1076, s2.loss_cls: 0.0327, s2.acc: 95.1205, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0508, loss: 1.0391 2024-03-12 23:38:14,821 - mmdet - INFO - Epoch [29][6400/7330] lr: 1.342e-06, eta: 20:54:00, time: 1.537, data_time: 0.212, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1378, s0.acc: 94.9363, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2182, s1.loss_cls: 0.0642, s1.acc: 95.2335, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1085, s2.loss_cls: 0.0324, s2.acc: 95.0683, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0510, loss: 1.0334 2024-03-12 23:39:27,875 - mmdet - INFO - Epoch [29][6450/7330] lr: 1.342e-06, eta: 20:52:48, time: 1.461, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1461, s0.acc: 94.6990, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2232, s1.loss_cls: 0.0682, s1.acc: 95.0038, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1108, s2.loss_cls: 0.0344, s2.acc: 94.8029, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0521, loss: 1.0604 2024-03-12 23:40:38,573 - mmdet - INFO - Epoch [29][6500/7330] lr: 1.342e-06, eta: 20:51:36, time: 1.414, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1415, s0.acc: 94.8521, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2168, s1.loss_cls: 0.0662, s1.acc: 95.0644, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1076, s2.loss_cls: 0.0327, s2.acc: 94.9917, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0505, loss: 1.0283 2024-03-12 23:41:50,469 - mmdet - INFO - Epoch [29][6550/7330] lr: 1.342e-06, eta: 20:50:24, time: 1.438, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1320, s0.acc: 95.1421, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2125, s1.loss_cls: 0.0607, s1.acc: 95.5249, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1055, s2.loss_cls: 0.0306, s2.acc: 95.4094, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0497, loss: 0.9901 2024-03-12 23:43:02,364 - mmdet - INFO - Epoch [29][6600/7330] lr: 1.342e-06, eta: 20:49:12, time: 1.438, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1343, s0.acc: 95.1387, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2112, s1.loss_cls: 0.0623, s1.acc: 95.3621, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1047, s2.loss_cls: 0.0314, s2.acc: 95.1078, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0492, loss: 0.9918 2024-03-12 23:44:16,255 - mmdet - INFO - Epoch [29][6650/7330] lr: 1.342e-06, eta: 20:48:00, time: 1.478, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1443, s0.acc: 94.6973, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2217, s1.loss_cls: 0.0674, s1.acc: 94.9707, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1093, s2.loss_cls: 0.0339, s2.acc: 94.8108, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0515, loss: 1.0490 2024-03-12 23:45:29,422 - mmdet - INFO - Epoch [29][6700/7330] lr: 1.342e-06, eta: 20:46:49, time: 1.463, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1307, s0.acc: 95.1897, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2165, s1.loss_cls: 0.0607, s1.acc: 95.4649, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1072, s2.loss_cls: 0.0309, s2.acc: 95.3324, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0505, loss: 0.9993 2024-03-12 23:46:39,360 - mmdet - INFO - Epoch [29][6750/7330] lr: 1.342e-06, eta: 20:45:36, time: 1.399, data_time: 0.201, memory: 17966, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1357, s0.acc: 94.9231, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2181, s1.loss_cls: 0.0632, s1.acc: 95.2026, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1070, s2.loss_cls: 0.0318, s2.acc: 95.0675, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0503, loss: 1.0204 2024-03-12 23:47:52,514 - mmdet - INFO - Epoch [29][6800/7330] lr: 1.342e-06, eta: 20:44:24, time: 1.463, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1397, s0.acc: 94.8823, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2129, s1.loss_cls: 0.0640, s1.acc: 95.2620, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1056, s2.loss_cls: 0.0321, s2.acc: 95.1319, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0501, loss: 1.0191 2024-03-12 23:49:04,164 - mmdet - INFO - Epoch [29][6850/7330] lr: 1.342e-06, eta: 20:43:12, time: 1.433, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1345, s0.acc: 95.1028, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2158, s1.loss_cls: 0.0622, s1.acc: 95.3279, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1070, s2.loss_cls: 0.0315, s2.acc: 95.1800, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0507, loss: 1.0023 2024-03-12 23:50:18,731 - mmdet - INFO - Epoch [29][6900/7330] lr: 1.342e-06, eta: 20:42:01, time: 1.491, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1408, s0.acc: 94.8818, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2099, s1.loss_cls: 0.0642, s1.acc: 95.2224, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1043, s2.loss_cls: 0.0322, s2.acc: 95.0828, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0493, loss: 1.0037 2024-03-12 23:51:32,798 - mmdet - INFO - Epoch [29][6950/7330] lr: 1.342e-06, eta: 20:40:49, time: 1.481, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1430, s0.acc: 94.8005, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2195, s1.loss_cls: 0.0664, s1.acc: 95.0741, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1078, s2.loss_cls: 0.0333, s2.acc: 94.9416, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0507, loss: 1.0367 2024-03-12 23:52:44,191 - mmdet - INFO - Epoch [29][7000/7330] lr: 1.342e-06, eta: 20:39:37, time: 1.428, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1353, s0.acc: 95.0579, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2175, s1.loss_cls: 0.0634, s1.acc: 95.3564, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1067, s2.loss_cls: 0.0314, s2.acc: 95.2485, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0504, loss: 1.0024 2024-03-12 23:53:58,638 - mmdet - INFO - Epoch [29][7050/7330] lr: 1.342e-06, eta: 20:38:26, time: 1.489, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1323, s0.acc: 95.1946, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2139, s1.loss_cls: 0.0607, s1.acc: 95.5218, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1063, s2.loss_cls: 0.0308, s2.acc: 95.3190, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0502, loss: 0.9835 2024-03-12 23:55:12,356 - mmdet - INFO - Epoch [29][7100/7330] lr: 1.342e-06, eta: 20:37:14, time: 1.474, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1432, s0.acc: 94.7869, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2167, s1.loss_cls: 0.0657, s1.acc: 95.1617, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1073, s2.loss_cls: 0.0328, s2.acc: 95.0651, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0506, loss: 1.0328 2024-03-12 23:56:24,107 - mmdet - INFO - Epoch [29][7150/7330] lr: 1.342e-06, eta: 20:36:02, time: 1.435, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1351, s0.acc: 95.1531, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2114, s1.loss_cls: 0.0617, s1.acc: 95.5252, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1047, s2.loss_cls: 0.0310, s2.acc: 95.3569, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0491, loss: 0.9808 2024-03-12 23:57:36,053 - mmdet - INFO - Epoch [29][7200/7330] lr: 1.342e-06, eta: 20:34:50, time: 1.439, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1353, s0.acc: 95.0720, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2132, s1.loss_cls: 0.0630, s1.acc: 95.2557, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1047, s2.loss_cls: 0.0315, s2.acc: 95.1234, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0493, loss: 0.9941 2024-03-12 23:58:48,998 - mmdet - INFO - Epoch [29][7250/7330] lr: 1.342e-06, eta: 20:33:38, time: 1.459, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1372, s0.acc: 95.0767, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2134, s1.loss_cls: 0.0641, s1.acc: 95.3040, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1067, s2.loss_cls: 0.0318, s2.acc: 95.2505, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0504, loss: 0.9956 2024-03-13 00:00:02,562 - mmdet - INFO - Epoch [29][7300/7330] lr: 1.342e-06, eta: 20:32:27, time: 1.471, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1390, s0.acc: 95.0083, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2162, s1.loss_cls: 0.0643, s1.acc: 95.3231, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1064, s2.loss_cls: 0.0325, s2.acc: 95.1441, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0499, loss: 1.0170 2024-03-13 00:00:40,745 - mmdet - INFO - Saving checkpoint at 29 epochs 2024-03-13 00:06:03,712 - mmdet - INFO - Evaluating bbox... 2024-03-13 00:06:36,023 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.512 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.699 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.556 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 ] = 0.547 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.662 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.481 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.673 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.784 2024-03-13 00:06:36,024 - mmdet - INFO - Evaluating segm... 2024-03-13 00:07:08,897 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.443 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.674 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.481 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.247 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.475 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.627 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.559 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.559 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.559 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.398 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.594 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.713 2024-03-13 00:07:09,424 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 00:07:09,426 - mmdet - INFO - Epoch(val) [29][1250] bbox_mAP: 0.5120, bbox_mAP_50: 0.6990, bbox_mAP_75: 0.5560, bbox_mAP_s: 0.3480, bbox_mAP_m: 0.5470, bbox_mAP_l: 0.6620, bbox_mAP_copypaste: 0.512 0.699 0.556 0.348 0.547 0.662, segm_mAP: 0.4430, segm_mAP_50: 0.6740, segm_mAP_75: 0.4810, segm_mAP_s: 0.2470, segm_mAP_m: 0.4750, segm_mAP_l: 0.6270, segm_mAP_copypaste: 0.443 0.674 0.481 0.247 0.475 0.627 2024-03-13 00:08:24,040 - mmdet - INFO - Epoch [30][50/7330] lr: 1.342e-06, eta: 20:30:22, time: 1.490, data_time: 0.310, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1388, s0.acc: 94.8494, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2168, s1.loss_cls: 0.0641, s1.acc: 95.1557, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1071, s2.loss_cls: 0.0320, s2.acc: 94.9873, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0503, loss: 1.0255 2024-03-13 00:09:37,434 - mmdet - INFO - Epoch [30][100/7330] lr: 1.342e-06, eta: 20:29:10, time: 1.468, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1362, s0.acc: 95.0093, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2127, s1.loss_cls: 0.0628, s1.acc: 95.3058, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1058, s2.loss_cls: 0.0315, s2.acc: 95.1754, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0501, loss: 0.9977 2024-03-13 00:10:51,346 - mmdet - INFO - Epoch [30][150/7330] lr: 1.342e-06, eta: 20:27:58, time: 1.478, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1404, s0.acc: 94.8667, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2111, s1.loss_cls: 0.0643, s1.acc: 95.1592, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1043, s2.loss_cls: 0.0322, s2.acc: 95.0460, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0492, loss: 1.0138 2024-03-13 00:12:05,941 - mmdet - INFO - Epoch [30][200/7330] lr: 1.342e-06, eta: 20:26:47, time: 1.492, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1339, s0.acc: 95.0691, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2125, s1.loss_cls: 0.0622, s1.acc: 95.4106, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1051, s2.loss_cls: 0.0311, s2.acc: 95.2657, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0499, loss: 0.9945 2024-03-13 00:13:20,227 - mmdet - INFO - Epoch [30][250/7330] lr: 1.342e-06, eta: 20:25:35, time: 1.486, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1394, s0.acc: 94.8704, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2189, s1.loss_cls: 0.0643, s1.acc: 95.1953, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1085, s2.loss_cls: 0.0319, s2.acc: 95.1076, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0509, loss: 1.0259 2024-03-13 00:14:34,228 - mmdet - INFO - Epoch [30][300/7330] lr: 1.342e-06, eta: 20:24:24, time: 1.480, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1336, s0.acc: 95.1177, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2131, s1.loss_cls: 0.0609, s1.acc: 95.4453, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1046, s2.loss_cls: 0.0306, s2.acc: 95.4036, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0492, loss: 0.9930 2024-03-13 00:15:41,337 - mmdet - INFO - Epoch [30][350/7330] lr: 1.342e-06, eta: 20:23:11, time: 1.342, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1375, s0.acc: 94.8994, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2121, s1.loss_cls: 0.0636, s1.acc: 95.2334, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1048, s2.loss_cls: 0.0319, s2.acc: 95.0714, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0494, loss: 1.0117 2024-03-13 00:16:51,769 - mmdet - INFO - Epoch [30][400/7330] lr: 1.342e-06, eta: 20:21:58, time: 1.409, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1339, s0.acc: 95.1511, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2135, s1.loss_cls: 0.0619, s1.acc: 95.4070, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1050, s2.loss_cls: 0.0311, s2.acc: 95.2401, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0492, loss: 0.9877 2024-03-13 00:18:07,612 - mmdet - INFO - Epoch [30][450/7330] lr: 1.342e-06, eta: 20:20:47, time: 1.517, data_time: 0.211, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1307, s0.acc: 95.1836, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2074, s1.loss_cls: 0.0597, s1.acc: 95.6075, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1034, s2.loss_cls: 0.0303, s2.acc: 95.4330, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0490, loss: 0.9838 2024-03-13 00:19:25,299 - mmdet - INFO - Epoch [30][500/7330] lr: 1.342e-06, eta: 20:19:37, time: 1.553, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1392, s0.acc: 94.8899, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2083, s1.loss_cls: 0.0639, s1.acc: 95.2696, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1040, s2.loss_cls: 0.0321, s2.acc: 95.1294, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0493, loss: 1.0081 2024-03-13 00:20:40,681 - mmdet - INFO - Epoch [30][550/7330] lr: 1.342e-06, eta: 20:18:25, time: 1.508, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1320, s0.acc: 95.1541, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2112, s1.loss_cls: 0.0608, s1.acc: 95.5130, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1054, s2.loss_cls: 0.0302, s2.acc: 95.4453, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0503, loss: 0.9882 2024-03-13 00:21:53,583 - mmdet - INFO - Epoch [30][600/7330] lr: 1.342e-06, eta: 20:17:14, time: 1.458, data_time: 0.112, memory: 17966, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1330, s0.acc: 95.1584, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2119, s1.loss_cls: 0.0609, s1.acc: 95.4720, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1047, s2.loss_cls: 0.0303, s2.acc: 95.4394, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0498, loss: 0.9801 2024-03-13 00:23:06,367 - mmdet - INFO - Epoch [30][650/7330] lr: 1.342e-06, eta: 20:16:02, time: 1.455, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1369, s0.acc: 94.9001, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2172, s1.loss_cls: 0.0633, s1.acc: 95.2234, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1062, s2.loss_cls: 0.0322, s2.acc: 95.0144, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0498, loss: 1.0227 2024-03-13 00:24:18,230 - mmdet - INFO - Epoch [30][700/7330] lr: 1.342e-06, eta: 20:14:50, time: 1.437, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1388, s0.acc: 94.9978, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2142, s1.loss_cls: 0.0640, s1.acc: 95.2084, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1049, s2.loss_cls: 0.0314, s2.acc: 95.1857, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0493, loss: 1.0177 2024-03-13 00:25:32,431 - mmdet - INFO - Epoch [30][750/7330] lr: 1.342e-06, eta: 20:13:38, time: 1.484, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1407, s0.acc: 94.8757, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2187, s1.loss_cls: 0.0645, s1.acc: 95.1896, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1081, s2.loss_cls: 0.0324, s2.acc: 95.0802, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0507, loss: 1.0230 2024-03-13 00:26:44,072 - mmdet - INFO - Epoch [30][800/7330] lr: 1.342e-06, eta: 20:12:26, time: 1.433, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1371, s0.acc: 94.9080, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2223, s1.loss_cls: 0.0630, s1.acc: 95.2631, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1097, s2.loss_cls: 0.0315, s2.acc: 95.1228, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0516, loss: 1.0234 2024-03-13 00:27:54,738 - mmdet - INFO - Epoch [30][850/7330] lr: 1.342e-06, eta: 20:11:14, time: 1.413, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1359, s0.acc: 95.1672, s0.loss_bbox: 0.2040, s0.loss_mask: 0.2110, s1.loss_cls: 0.0624, s1.acc: 95.5085, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1046, s2.loss_cls: 0.0309, s2.acc: 95.3901, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0492, loss: 0.9828 2024-03-13 00:29:07,928 - mmdet - INFO - Epoch [30][900/7330] lr: 1.342e-06, eta: 20:10:02, time: 1.464, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1353, s0.acc: 95.0559, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2126, s1.loss_cls: 0.0614, s1.acc: 95.4192, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1046, s2.loss_cls: 0.0307, s2.acc: 95.3061, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0492, loss: 0.9989 2024-03-13 00:30:19,177 - mmdet - INFO - Epoch [30][950/7330] lr: 1.342e-06, eta: 20:08:50, time: 1.425, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1335, s0.acc: 95.1782, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2169, s1.loss_cls: 0.0616, s1.acc: 95.4012, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1066, s2.loss_cls: 0.0308, s2.acc: 95.2680, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0504, loss: 0.9928 2024-03-13 00:31:29,794 - mmdet - INFO - Epoch [30][1000/7330] lr: 1.342e-06, eta: 20:07:38, time: 1.412, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1377, s0.acc: 95.0325, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2119, s1.loss_cls: 0.0627, s1.acc: 95.4262, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1049, s2.loss_cls: 0.0313, s2.acc: 95.3491, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0498, loss: 0.9914 2024-03-13 00:32:39,913 - mmdet - INFO - Epoch [30][1050/7330] lr: 1.342e-06, eta: 20:06:25, time: 1.402, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1303, s0.acc: 95.2922, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2140, s1.loss_cls: 0.0584, s1.acc: 95.7205, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1061, s2.loss_cls: 0.0294, s2.acc: 95.5093, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0502, loss: 0.9814 2024-03-13 00:33:53,329 - mmdet - INFO - Epoch [30][1100/7330] lr: 1.342e-06, eta: 20:05:13, time: 1.468, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1288, s0.acc: 95.2175, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2138, s1.loss_cls: 0.0595, s1.acc: 95.5389, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1049, s2.loss_cls: 0.0303, s2.acc: 95.3470, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0493, loss: 0.9790 2024-03-13 00:35:05,727 - mmdet - INFO - Epoch [30][1150/7330] lr: 1.342e-06, eta: 20:04:01, time: 1.448, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1408, s0.acc: 94.8103, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2177, s1.loss_cls: 0.0646, s1.acc: 95.1307, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1073, s2.loss_cls: 0.0322, s2.acc: 95.1481, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0505, loss: 1.0266 2024-03-13 00:36:15,379 - mmdet - INFO - Epoch [30][1200/7330] lr: 1.342e-06, eta: 20:02:49, time: 1.393, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1323, s0.acc: 95.2065, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2088, s1.loss_cls: 0.0603, s1.acc: 95.4474, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1034, s2.loss_cls: 0.0301, s2.acc: 95.3821, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0489, loss: 0.9785 2024-03-13 00:37:30,307 - mmdet - INFO - Epoch [30][1250/7330] lr: 1.342e-06, eta: 20:01:38, time: 1.499, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1408, s0.acc: 94.9385, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2169, s1.loss_cls: 0.0648, s1.acc: 95.2692, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1067, s2.loss_cls: 0.0328, s2.acc: 95.0653, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0499, loss: 1.0255 2024-03-13 00:38:42,324 - mmdet - INFO - Epoch [30][1300/7330] lr: 1.342e-06, eta: 20:00:26, time: 1.440, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1403, s0.acc: 94.8408, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2180, s1.loss_cls: 0.0644, s1.acc: 95.1518, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1069, s2.loss_cls: 0.0319, s2.acc: 95.0525, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0503, loss: 1.0294 2024-03-13 00:39:54,357 - mmdet - INFO - Epoch [30][1350/7330] lr: 1.342e-06, eta: 19:59:14, time: 1.441, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1394, s0.acc: 94.8220, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2163, s1.loss_cls: 0.0643, s1.acc: 95.1333, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1062, s2.loss_cls: 0.0327, s2.acc: 94.9085, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0497, loss: 1.0309 2024-03-13 00:41:10,015 - mmdet - INFO - Epoch [30][1400/7330] lr: 1.342e-06, eta: 19:58:02, time: 1.513, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1340, s0.acc: 95.0696, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2157, s1.loss_cls: 0.0619, s1.acc: 95.2721, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1058, s2.loss_cls: 0.0311, s2.acc: 95.1718, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0497, loss: 1.0006 2024-03-13 00:42:23,877 - mmdet - INFO - Epoch [30][1450/7330] lr: 1.342e-06, eta: 19:56:51, time: 1.477, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1362, s0.acc: 95.0488, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2112, s1.loss_cls: 0.0635, s1.acc: 95.3372, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1047, s2.loss_cls: 0.0318, s2.acc: 95.2165, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0495, loss: 0.9913 2024-03-13 00:43:38,539 - mmdet - INFO - Epoch [30][1500/7330] lr: 1.342e-06, eta: 19:55:39, time: 1.493, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1322, s0.acc: 95.2126, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2097, s1.loss_cls: 0.0613, s1.acc: 95.5137, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1046, s2.loss_cls: 0.0307, s2.acc: 95.3709, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0493, loss: 0.9769 2024-03-13 00:44:51,162 - mmdet - INFO - Epoch [30][1550/7330] lr: 1.342e-06, eta: 19:54:28, time: 1.452, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1380, s0.acc: 94.9653, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2170, s1.loss_cls: 0.0635, s1.acc: 95.2535, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1072, s2.loss_cls: 0.0316, s2.acc: 95.2283, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0503, loss: 1.0206 2024-03-13 00:46:04,497 - mmdet - INFO - Epoch [30][1600/7330] lr: 1.342e-06, eta: 19:53:16, time: 1.467, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1295, s0.acc: 95.2405, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2094, s1.loss_cls: 0.0591, s1.acc: 95.5194, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1046, s2.loss_cls: 0.0298, s2.acc: 95.4160, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0494, loss: 0.9767 2024-03-13 00:47:13,848 - mmdet - INFO - Epoch [30][1650/7330] lr: 1.342e-06, eta: 19:52:03, time: 1.387, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1350, s0.acc: 95.0193, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2053, s1.loss_cls: 0.0622, s1.acc: 95.3480, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1025, s2.loss_cls: 0.0313, s2.acc: 95.1872, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0486, loss: 0.9901 2024-03-13 00:48:24,947 - mmdet - INFO - Epoch [30][1700/7330] lr: 1.342e-06, eta: 19:50:51, time: 1.422, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1263, s0.acc: 95.3872, s0.loss_bbox: 0.1964, s0.loss_mask: 0.2099, s1.loss_cls: 0.0580, s1.acc: 95.6801, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1047, s2.loss_cls: 0.0288, s2.acc: 95.6215, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0498, loss: 0.9513 2024-03-13 00:49:34,465 - mmdet - INFO - Epoch [30][1750/7330] lr: 1.342e-06, eta: 19:49:38, time: 1.390, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1291, s0.acc: 95.3289, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2097, s1.loss_cls: 0.0591, s1.acc: 95.6452, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1039, s2.loss_cls: 0.0298, s2.acc: 95.4282, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0492, loss: 0.9693 2024-03-13 00:50:46,086 - mmdet - INFO - Epoch [30][1800/7330] lr: 1.342e-06, eta: 19:48:26, time: 1.432, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1341, s0.acc: 95.1265, s0.loss_bbox: 0.2035, s0.loss_mask: 0.2101, s1.loss_cls: 0.0620, s1.acc: 95.3580, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1049, s2.loss_cls: 0.0312, s2.acc: 95.1704, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0496, loss: 0.9804 2024-03-13 00:51:57,103 - mmdet - INFO - Epoch [30][1850/7330] lr: 1.342e-06, eta: 19:47:14, time: 1.420, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1320, s0.acc: 95.1167, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2145, s1.loss_cls: 0.0614, s1.acc: 95.3476, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1054, s2.loss_cls: 0.0308, s2.acc: 95.2184, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0498, loss: 0.9899 2024-03-13 00:53:11,832 - mmdet - INFO - Epoch [30][1900/7330] lr: 1.342e-06, eta: 19:46:03, time: 1.495, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1366, s0.acc: 95.0330, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2157, s1.loss_cls: 0.0626, s1.acc: 95.3927, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1041, s2.loss_cls: 0.0308, s2.acc: 95.3409, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0489, loss: 1.0031 2024-03-13 00:54:26,644 - mmdet - INFO - Epoch [30][1950/7330] lr: 1.342e-06, eta: 19:44:51, time: 1.496, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1296, s0.acc: 95.2493, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2140, s1.loss_cls: 0.0597, s1.acc: 95.6265, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1065, s2.loss_cls: 0.0299, s2.acc: 95.4668, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0502, loss: 0.9852 2024-03-13 00:55:39,804 - mmdet - INFO - Epoch [30][2000/7330] lr: 1.342e-06, eta: 19:43:40, time: 1.463, data_time: 0.109, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1366, s0.acc: 94.9761, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2158, s1.loss_cls: 0.0633, s1.acc: 95.2709, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1076, s2.loss_cls: 0.0314, s2.acc: 95.2561, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0506, loss: 1.0094 2024-03-13 00:56:51,961 - mmdet - INFO - Epoch [30][2050/7330] lr: 1.342e-06, eta: 19:42:28, time: 1.443, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1363, s0.acc: 95.1003, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2125, s1.loss_cls: 0.0619, s1.acc: 95.4408, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1057, s2.loss_cls: 0.0308, s2.acc: 95.2951, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0497, loss: 0.9959 2024-03-13 00:58:06,007 - mmdet - INFO - Epoch [30][2100/7330] lr: 1.342e-06, eta: 19:41:16, time: 1.481, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1340, s0.acc: 95.0786, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2137, s1.loss_cls: 0.0632, s1.acc: 95.2582, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1061, s2.loss_cls: 0.0320, s2.acc: 95.1215, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0499, loss: 0.9950 2024-03-13 00:59:20,696 - mmdet - INFO - Epoch [30][2150/7330] lr: 1.342e-06, eta: 19:40:05, time: 1.494, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1379, s0.acc: 95.0027, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2143, s1.loss_cls: 0.0633, s1.acc: 95.3675, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1073, s2.loss_cls: 0.0318, s2.acc: 95.1108, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0505, loss: 1.0092 2024-03-13 01:00:30,760 - mmdet - INFO - Epoch [30][2200/7330] lr: 1.342e-06, eta: 19:38:52, time: 1.401, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1413, s0.acc: 94.8254, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2175, s1.loss_cls: 0.0652, s1.acc: 95.1259, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1072, s2.loss_cls: 0.0327, s2.acc: 95.1050, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0505, loss: 1.0189 2024-03-13 01:01:40,584 - mmdet - INFO - Epoch [30][2250/7330] lr: 1.342e-06, eta: 19:37:40, time: 1.396, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1299, s0.acc: 95.2893, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2125, s1.loss_cls: 0.0596, s1.acc: 95.5411, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1059, s2.loss_cls: 0.0295, s2.acc: 95.5403, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0501, loss: 0.9768 2024-03-13 01:02:54,732 - mmdet - INFO - Epoch [30][2300/7330] lr: 1.342e-06, eta: 19:36:28, time: 1.483, data_time: 0.223, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1331, s0.acc: 95.0486, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2135, s1.loss_cls: 0.0615, s1.acc: 95.3028, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1065, s2.loss_cls: 0.0312, s2.acc: 95.2077, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0500, loss: 0.9981 2024-03-13 01:04:07,077 - mmdet - INFO - Epoch [30][2350/7330] lr: 1.342e-06, eta: 19:35:16, time: 1.447, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1409, s0.acc: 94.8196, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2184, s1.loss_cls: 0.0653, s1.acc: 95.1494, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1077, s2.loss_cls: 0.0331, s2.acc: 94.9953, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0507, loss: 1.0313 2024-03-13 01:05:16,312 - mmdet - INFO - Epoch [30][2400/7330] lr: 1.342e-06, eta: 19:34:04, time: 1.384, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1277, s0.acc: 95.3450, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2120, s1.loss_cls: 0.0591, s1.acc: 95.5601, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1049, s2.loss_cls: 0.0298, s2.acc: 95.4701, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0499, loss: 0.9614 2024-03-13 01:06:28,538 - mmdet - INFO - Epoch [30][2450/7330] lr: 1.342e-06, eta: 19:32:52, time: 1.445, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1312, s0.acc: 95.3782, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2127, s1.loss_cls: 0.0601, s1.acc: 95.6914, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1049, s2.loss_cls: 0.0300, s2.acc: 95.6404, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0496, loss: 0.9819 2024-03-13 01:07:42,242 - mmdet - INFO - Epoch [30][2500/7330] lr: 1.342e-06, eta: 19:31:40, time: 1.474, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1366, s0.acc: 95.0540, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2142, s1.loss_cls: 0.0635, s1.acc: 95.3697, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1055, s2.loss_cls: 0.0314, s2.acc: 95.3185, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0497, loss: 0.9963 2024-03-13 01:08:53,525 - mmdet - INFO - Epoch [30][2550/7330] lr: 1.342e-06, eta: 19:30:28, time: 1.426, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1367, s0.acc: 95.0085, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2175, s1.loss_cls: 0.0631, s1.acc: 95.3262, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1076, s2.loss_cls: 0.0317, s2.acc: 95.1550, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0507, loss: 1.0115 2024-03-13 01:10:06,230 - mmdet - INFO - Epoch [30][2600/7330] lr: 1.342e-06, eta: 19:29:16, time: 1.454, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1340, s0.acc: 95.1045, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2150, s1.loss_cls: 0.0620, s1.acc: 95.3602, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1062, s2.loss_cls: 0.0311, s2.acc: 95.2426, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0499, loss: 1.0024 2024-03-13 01:11:20,437 - mmdet - INFO - Epoch [30][2650/7330] lr: 1.342e-06, eta: 19:28:04, time: 1.484, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1370, s0.acc: 95.0808, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2137, s1.loss_cls: 0.0629, s1.acc: 95.3883, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1058, s2.loss_cls: 0.0316, s2.acc: 95.2008, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0498, loss: 1.0035 2024-03-13 01:12:31,112 - mmdet - INFO - Epoch [30][2700/7330] lr: 1.342e-06, eta: 19:26:52, time: 1.414, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1394, s0.acc: 94.9255, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2152, s1.loss_cls: 0.0646, s1.acc: 95.2360, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1061, s2.loss_cls: 0.0327, s2.acc: 95.0726, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0499, loss: 1.0230 2024-03-13 01:13:43,621 - mmdet - INFO - Epoch [30][2750/7330] lr: 1.342e-06, eta: 19:25:40, time: 1.450, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1387, s0.acc: 95.0137, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2186, s1.loss_cls: 0.0640, s1.acc: 95.3677, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1079, s2.loss_cls: 0.0319, s2.acc: 95.2699, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0508, loss: 1.0147 2024-03-13 01:14:57,283 - mmdet - INFO - Epoch [30][2800/7330] lr: 1.342e-06, eta: 19:24:29, time: 1.473, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1358, s0.acc: 94.9980, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2146, s1.loss_cls: 0.0619, s1.acc: 95.3671, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1057, s2.loss_cls: 0.0311, s2.acc: 95.1819, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0500, loss: 1.0124 2024-03-13 01:16:12,684 - mmdet - INFO - Epoch [30][2850/7330] lr: 1.342e-06, eta: 19:23:17, time: 1.508, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1398, s0.acc: 94.8950, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2135, s1.loss_cls: 0.0643, s1.acc: 95.2226, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1062, s2.loss_cls: 0.0325, s2.acc: 95.0363, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0501, loss: 1.0182 2024-03-13 01:17:25,671 - mmdet - INFO - Epoch [30][2900/7330] lr: 1.342e-06, eta: 19:22:05, time: 1.460, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1322, s0.acc: 95.1687, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2138, s1.loss_cls: 0.0612, s1.acc: 95.5239, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1059, s2.loss_cls: 0.0304, s2.acc: 95.3790, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0501, loss: 0.9872 2024-03-13 01:18:41,291 - mmdet - INFO - Epoch [30][2950/7330] lr: 1.342e-06, eta: 19:20:54, time: 1.512, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1331, s0.acc: 95.0974, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2127, s1.loss_cls: 0.0622, s1.acc: 95.3307, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1049, s2.loss_cls: 0.0316, s2.acc: 95.1473, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0494, loss: 0.9828 2024-03-13 01:19:59,347 - mmdet - INFO - Epoch [30][3000/7330] lr: 1.342e-06, eta: 19:19:44, time: 1.561, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1423, s0.acc: 94.9006, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2176, s1.loss_cls: 0.0661, s1.acc: 95.2048, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1080, s2.loss_cls: 0.0330, s2.acc: 95.0846, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0512, loss: 1.0171 2024-03-13 01:21:09,816 - mmdet - INFO - Epoch [30][3050/7330] lr: 1.342e-06, eta: 19:18:31, time: 1.409, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1427, s0.acc: 94.8323, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2137, s1.loss_cls: 0.0666, s1.acc: 95.1092, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1059, s2.loss_cls: 0.0333, s2.acc: 94.9678, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0500, loss: 1.0213 2024-03-13 01:22:23,412 - mmdet - INFO - Epoch [30][3100/7330] lr: 1.342e-06, eta: 19:17:20, time: 1.472, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1349, s0.acc: 95.1787, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2141, s1.loss_cls: 0.0619, s1.acc: 95.4679, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1056, s2.loss_cls: 0.0310, s2.acc: 95.3401, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0498, loss: 0.9925 2024-03-13 01:23:37,159 - mmdet - INFO - Epoch [30][3150/7330] lr: 1.342e-06, eta: 19:16:08, time: 1.475, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1330, s0.acc: 95.2307, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2174, s1.loss_cls: 0.0605, s1.acc: 95.5278, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1076, s2.loss_cls: 0.0308, s2.acc: 95.3010, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0505, loss: 0.9913 2024-03-13 01:24:53,125 - mmdet - INFO - Epoch [30][3200/7330] lr: 1.342e-06, eta: 19:14:57, time: 1.519, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1367, s0.acc: 95.0295, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2137, s1.loss_cls: 0.0627, s1.acc: 95.2426, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1060, s2.loss_cls: 0.0320, s2.acc: 95.0488, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0498, loss: 1.0092 2024-03-13 01:26:08,490 - mmdet - INFO - Epoch [30][3250/7330] lr: 1.342e-06, eta: 19:13:46, time: 1.507, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1376, s0.acc: 95.0942, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2150, s1.loss_cls: 0.0627, s1.acc: 95.3958, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1068, s2.loss_cls: 0.0312, s2.acc: 95.2653, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0500, loss: 1.0112 2024-03-13 01:27:18,270 - mmdet - INFO - Epoch [30][3300/7330] lr: 1.342e-06, eta: 19:12:33, time: 1.396, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1271, s0.acc: 95.3318, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2096, s1.loss_cls: 0.0592, s1.acc: 95.5564, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1033, s2.loss_cls: 0.0297, s2.acc: 95.4968, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0489, loss: 0.9595 2024-03-13 01:28:28,267 - mmdet - INFO - Epoch [30][3350/7330] lr: 1.342e-06, eta: 19:11:21, time: 1.400, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1335, s0.acc: 95.0874, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2119, s1.loss_cls: 0.0610, s1.acc: 95.4338, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1050, s2.loss_cls: 0.0304, s2.acc: 95.3147, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0495, loss: 0.9967 2024-03-13 01:29:39,378 - mmdet - INFO - Epoch [30][3400/7330] lr: 1.342e-06, eta: 19:10:08, time: 1.422, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1331, s0.acc: 95.1404, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2133, s1.loss_cls: 0.0617, s1.acc: 95.4410, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1051, s2.loss_cls: 0.0307, s2.acc: 95.3756, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0493, loss: 0.9808 2024-03-13 01:30:50,851 - mmdet - INFO - Epoch [30][3450/7330] lr: 1.342e-06, eta: 19:08:56, time: 1.429, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1444, s0.acc: 94.8215, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2177, s1.loss_cls: 0.0673, s1.acc: 95.1453, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1075, s2.loss_cls: 0.0333, s2.acc: 95.0272, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0505, loss: 1.0324 2024-03-13 01:32:03,290 - mmdet - INFO - Epoch [30][3500/7330] lr: 1.342e-06, eta: 19:07:44, time: 1.449, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1358, s0.acc: 95.0112, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2129, s1.loss_cls: 0.0632, s1.acc: 95.2685, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1051, s2.loss_cls: 0.0317, s2.acc: 95.1408, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0496, loss: 0.9987 2024-03-13 01:33:14,973 - mmdet - INFO - Epoch [30][3550/7330] lr: 1.342e-06, eta: 19:06:32, time: 1.434, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1399, s0.acc: 94.9587, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2185, s1.loss_cls: 0.0640, s1.acc: 95.2700, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1076, s2.loss_cls: 0.0320, s2.acc: 95.1117, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0506, loss: 1.0240 2024-03-13 01:34:28,457 - mmdet - INFO - Epoch [30][3600/7330] lr: 1.342e-06, eta: 19:05:20, time: 1.470, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1395, s0.acc: 94.8967, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2182, s1.loss_cls: 0.0658, s1.acc: 95.1393, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1078, s2.loss_cls: 0.0331, s2.acc: 94.9714, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0507, loss: 1.0274 2024-03-13 01:35:38,235 - mmdet - INFO - Epoch [30][3650/7330] lr: 1.342e-06, eta: 19:04:08, time: 1.396, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1341, s0.acc: 95.1470, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2121, s1.loss_cls: 0.0617, s1.acc: 95.4666, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1051, s2.loss_cls: 0.0304, s2.acc: 95.3751, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0494, loss: 0.9863 2024-03-13 01:36:49,430 - mmdet - INFO - Epoch [30][3700/7330] lr: 1.342e-06, eta: 19:02:56, time: 1.424, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1373, s0.acc: 94.9846, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2144, s1.loss_cls: 0.0633, s1.acc: 95.3563, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1052, s2.loss_cls: 0.0314, s2.acc: 95.2026, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0498, loss: 1.0008 2024-03-13 01:37:58,091 - mmdet - INFO - Epoch [30][3750/7330] lr: 1.342e-06, eta: 19:01:43, time: 1.373, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1363, s0.acc: 95.0371, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2139, s1.loss_cls: 0.0616, s1.acc: 95.4317, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1054, s2.loss_cls: 0.0310, s2.acc: 95.2872, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0501, loss: 0.9946 2024-03-13 01:39:10,226 - mmdet - INFO - Epoch [30][3800/7330] lr: 1.342e-06, eta: 19:00:31, time: 1.443, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1293, s0.acc: 95.2498, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2157, s1.loss_cls: 0.0597, s1.acc: 95.5252, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1069, s2.loss_cls: 0.0300, s2.acc: 95.3332, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0506, loss: 0.9846 2024-03-13 01:40:23,639 - mmdet - INFO - Epoch [30][3850/7330] lr: 1.342e-06, eta: 18:59:19, time: 1.468, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1368, s0.acc: 94.9841, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2122, s1.loss_cls: 0.0637, s1.acc: 95.2015, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1049, s2.loss_cls: 0.0319, s2.acc: 95.0524, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0494, loss: 0.9982 2024-03-13 01:41:35,493 - mmdet - INFO - Epoch [30][3900/7330] lr: 1.342e-06, eta: 18:58:07, time: 1.437, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1361, s0.acc: 95.1138, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2134, s1.loss_cls: 0.0631, s1.acc: 95.3987, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1058, s2.loss_cls: 0.0314, s2.acc: 95.3594, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0500, loss: 0.9955 2024-03-13 01:42:49,378 - mmdet - INFO - Epoch [30][3950/7330] lr: 1.342e-06, eta: 18:56:56, time: 1.478, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1325, s0.acc: 95.2900, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2085, s1.loss_cls: 0.0606, s1.acc: 95.5448, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1040, s2.loss_cls: 0.0305, s2.acc: 95.3482, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0491, loss: 0.9729 2024-03-13 01:44:03,076 - mmdet - INFO - Epoch [30][4000/7330] lr: 1.342e-06, eta: 18:55:44, time: 1.474, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1288, s0.acc: 95.2856, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2078, s1.loss_cls: 0.0596, s1.acc: 95.5703, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1033, s2.loss_cls: 0.0301, s2.acc: 95.4155, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0491, loss: 0.9693 2024-03-13 01:45:15,361 - mmdet - INFO - Epoch [30][4050/7330] lr: 1.342e-06, eta: 18:54:32, time: 1.446, data_time: 0.214, memory: 17966, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1394, s0.acc: 95.0271, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2199, s1.loss_cls: 0.0630, s1.acc: 95.3518, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1071, s2.loss_cls: 0.0316, s2.acc: 95.2312, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0503, loss: 1.0107 2024-03-13 01:46:28,438 - mmdet - INFO - Epoch [30][4100/7330] lr: 1.342e-06, eta: 18:53:20, time: 1.461, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1322, s0.acc: 95.1489, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2129, s1.loss_cls: 0.0603, s1.acc: 95.5080, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1051, s2.loss_cls: 0.0299, s2.acc: 95.3940, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0496, loss: 0.9832 2024-03-13 01:47:38,072 - mmdet - INFO - Epoch [30][4150/7330] lr: 1.342e-06, eta: 18:52:08, time: 1.393, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1355, s0.acc: 95.0583, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2113, s1.loss_cls: 0.0631, s1.acc: 95.3537, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1058, s2.loss_cls: 0.0313, s2.acc: 95.2531, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0495, loss: 0.9883 2024-03-13 01:48:48,481 - mmdet - INFO - Epoch [30][4200/7330] lr: 1.342e-06, eta: 18:50:55, time: 1.408, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1366, s0.acc: 94.9668, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2206, s1.loss_cls: 0.0634, s1.acc: 95.2702, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1086, s2.loss_cls: 0.0319, s2.acc: 95.1281, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0512, loss: 1.0177 2024-03-13 01:49:56,702 - mmdet - INFO - Epoch [30][4250/7330] lr: 1.342e-06, eta: 18:49:42, time: 1.364, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1353, s0.acc: 95.1721, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2140, s1.loss_cls: 0.0617, s1.acc: 95.4689, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1055, s2.loss_cls: 0.0308, s2.acc: 95.2567, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0497, loss: 0.9918 2024-03-13 01:51:06,250 - mmdet - INFO - Epoch [30][4300/7330] lr: 1.342e-06, eta: 18:48:30, time: 1.391, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1355, s0.acc: 95.1235, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2130, s1.loss_cls: 0.0628, s1.acc: 95.3395, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1045, s2.loss_cls: 0.0318, s2.acc: 95.1397, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0491, loss: 0.9939 2024-03-13 01:52:21,455 - mmdet - INFO - Epoch [30][4350/7330] lr: 1.342e-06, eta: 18:47:19, time: 1.504, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1361, s0.acc: 94.9929, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2157, s1.loss_cls: 0.0635, s1.acc: 95.2225, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1071, s2.loss_cls: 0.0322, s2.acc: 95.0295, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0503, loss: 1.0076 2024-03-13 01:53:38,285 - mmdet - INFO - Epoch [30][4400/7330] lr: 1.342e-06, eta: 18:46:08, time: 1.537, data_time: 0.202, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1385, s0.acc: 94.9170, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2165, s1.loss_cls: 0.0642, s1.acc: 95.1140, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1069, s2.loss_cls: 0.0316, s2.acc: 95.0417, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0504, loss: 1.0129 2024-03-13 01:54:52,661 - mmdet - INFO - Epoch [30][4450/7330] lr: 1.342e-06, eta: 18:44:56, time: 1.488, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1353, s0.acc: 95.0295, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2149, s1.loss_cls: 0.0624, s1.acc: 95.3281, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1061, s2.loss_cls: 0.0315, s2.acc: 95.1856, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0501, loss: 1.0065 2024-03-13 01:56:05,864 - mmdet - INFO - Epoch [30][4500/7330] lr: 1.342e-06, eta: 18:43:44, time: 1.464, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1361, s0.acc: 94.9971, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2110, s1.loss_cls: 0.0632, s1.acc: 95.2190, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1046, s2.loss_cls: 0.0316, s2.acc: 95.0941, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0491, loss: 0.9896 2024-03-13 01:57:15,868 - mmdet - INFO - Epoch [30][4550/7330] lr: 1.342e-06, eta: 18:42:32, time: 1.400, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1339, s0.acc: 95.1638, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2192, s1.loss_cls: 0.0614, s1.acc: 95.4251, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1083, s2.loss_cls: 0.0309, s2.acc: 95.2880, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0511, loss: 0.9995 2024-03-13 01:58:30,010 - mmdet - INFO - Epoch [30][4600/7330] lr: 1.342e-06, eta: 18:41:20, time: 1.483, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1425, s0.acc: 94.8025, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2188, s1.loss_cls: 0.0657, s1.acc: 95.0740, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1074, s2.loss_cls: 0.0330, s2.acc: 94.8949, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0504, loss: 1.0410 2024-03-13 01:59:41,003 - mmdet - INFO - Epoch [30][4650/7330] lr: 1.342e-06, eta: 18:40:08, time: 1.420, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1314, s0.acc: 95.2559, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2150, s1.loss_cls: 0.0600, s1.acc: 95.6129, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1050, s2.loss_cls: 0.0303, s2.acc: 95.4950, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0496, loss: 0.9800 2024-03-13 02:00:57,826 - mmdet - INFO - Epoch [30][4700/7330] lr: 1.342e-06, eta: 18:38:57, time: 1.536, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1255, s0.acc: 95.3936, s0.loss_bbox: 0.1983, s0.loss_mask: 0.2081, s1.loss_cls: 0.0584, s1.acc: 95.6424, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1032, s2.loss_cls: 0.0287, s2.acc: 95.6484, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0490, loss: 0.9491 2024-03-13 02:02:09,266 - mmdet - INFO - Epoch [30][4750/7330] lr: 1.342e-06, eta: 18:37:45, time: 1.429, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1363, s0.acc: 94.9651, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2140, s1.loss_cls: 0.0632, s1.acc: 95.2525, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1050, s2.loss_cls: 0.0315, s2.acc: 95.2159, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0498, loss: 1.0087 2024-03-13 02:03:17,741 - mmdet - INFO - Epoch [30][4800/7330] lr: 1.342e-06, eta: 18:36:32, time: 1.370, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1329, s0.acc: 95.1829, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2049, s1.loss_cls: 0.0610, s1.acc: 95.4131, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1019, s2.loss_cls: 0.0304, s2.acc: 95.3695, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0481, loss: 0.9700 2024-03-13 02:04:33,362 - mmdet - INFO - Epoch [30][4850/7330] lr: 1.342e-06, eta: 18:35:21, time: 1.512, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1428, s0.acc: 94.7898, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2163, s1.loss_cls: 0.0658, s1.acc: 95.1194, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1065, s2.loss_cls: 0.0326, s2.acc: 95.0139, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0499, loss: 1.0279 2024-03-13 02:05:44,642 - mmdet - INFO - Epoch [30][4900/7330] lr: 1.342e-06, eta: 18:34:09, time: 1.426, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1330, s0.acc: 95.1399, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2145, s1.loss_cls: 0.0619, s1.acc: 95.3646, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1060, s2.loss_cls: 0.0318, s2.acc: 95.1630, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0504, loss: 0.9893 2024-03-13 02:06:55,419 - mmdet - INFO - Epoch [30][4950/7330] lr: 1.342e-06, eta: 18:32:56, time: 1.416, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1405, s0.acc: 94.8774, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2134, s1.loss_cls: 0.0650, s1.acc: 95.2361, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1061, s2.loss_cls: 0.0328, s2.acc: 95.0733, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0499, loss: 1.0234 2024-03-13 02:08:08,119 - mmdet - INFO - Epoch [30][5000/7330] lr: 1.342e-06, eta: 18:31:45, time: 1.454, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1340, s0.acc: 95.2249, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2141, s1.loss_cls: 0.0620, s1.acc: 95.4569, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1060, s2.loss_cls: 0.0313, s2.acc: 95.2580, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0500, loss: 0.9861 2024-03-13 02:09:18,908 - mmdet - INFO - Epoch [30][5050/7330] lr: 1.342e-06, eta: 18:30:32, time: 1.416, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1289, s0.acc: 95.2451, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2140, s1.loss_cls: 0.0592, s1.acc: 95.5583, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1061, s2.loss_cls: 0.0296, s2.acc: 95.5065, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0500, loss: 0.9839 2024-03-13 02:10:31,609 - mmdet - INFO - Epoch [30][5100/7330] lr: 1.342e-06, eta: 18:29:20, time: 1.454, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1397, s0.acc: 94.9646, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2191, s1.loss_cls: 0.0644, s1.acc: 95.3147, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1090, s2.loss_cls: 0.0325, s2.acc: 95.1477, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0512, loss: 1.0246 2024-03-13 02:11:48,377 - mmdet - INFO - Epoch [30][5150/7330] lr: 1.342e-06, eta: 18:28:09, time: 1.535, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1375, s0.acc: 95.0312, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2148, s1.loss_cls: 0.0642, s1.acc: 95.2690, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1067, s2.loss_cls: 0.0321, s2.acc: 95.1139, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0506, loss: 1.0054 2024-03-13 02:13:02,455 - mmdet - INFO - Epoch [30][5200/7330] lr: 1.342e-06, eta: 18:26:58, time: 1.482, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1299, s0.acc: 95.2537, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2094, s1.loss_cls: 0.0601, s1.acc: 95.5436, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1036, s2.loss_cls: 0.0299, s2.acc: 95.4533, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0489, loss: 0.9701 2024-03-13 02:14:13,351 - mmdet - INFO - Epoch [30][5250/7330] lr: 1.342e-06, eta: 18:25:46, time: 1.418, data_time: 0.116, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1348, s0.acc: 95.1257, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2092, s1.loss_cls: 0.0613, s1.acc: 95.4934, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1036, s2.loss_cls: 0.0307, s2.acc: 95.3525, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0492, loss: 0.9815 2024-03-13 02:15:27,467 - mmdet - INFO - Epoch [30][5300/7330] lr: 1.342e-06, eta: 18:24:34, time: 1.482, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1323, s0.acc: 95.1580, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2089, s1.loss_cls: 0.0610, s1.acc: 95.4564, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1035, s2.loss_cls: 0.0306, s2.acc: 95.3507, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0489, loss: 0.9748 2024-03-13 02:16:41,455 - mmdet - INFO - Epoch [30][5350/7330] lr: 1.342e-06, eta: 18:23:22, time: 1.480, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1412, s0.acc: 94.8853, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2196, s1.loss_cls: 0.0647, s1.acc: 95.2010, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1084, s2.loss_cls: 0.0325, s2.acc: 95.0977, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0510, loss: 1.0314 2024-03-13 02:17:52,291 - mmdet - INFO - Epoch [30][5400/7330] lr: 1.342e-06, eta: 18:22:10, time: 1.417, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1308, s0.acc: 95.2234, s0.loss_bbox: 0.2015, s0.loss_mask: 0.2102, s1.loss_cls: 0.0600, s1.acc: 95.5868, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1044, s2.loss_cls: 0.0303, s2.acc: 95.4515, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0493, loss: 0.9657 2024-03-13 02:18:59,464 - mmdet - INFO - Epoch [30][5450/7330] lr: 1.342e-06, eta: 18:20:57, time: 1.343, data_time: 0.116, memory: 17966, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1261, s0.acc: 95.4219, s0.loss_bbox: 0.2003, s0.loss_mask: 0.2093, s1.loss_cls: 0.0583, s1.acc: 95.7132, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1037, s2.loss_cls: 0.0289, s2.acc: 95.6178, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0489, loss: 0.9563 2024-03-13 02:20:09,462 - mmdet - INFO - Epoch [30][5500/7330] lr: 1.342e-06, eta: 18:19:45, time: 1.400, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1323, s0.acc: 95.2319, s0.loss_bbox: 0.2011, s0.loss_mask: 0.2088, s1.loss_cls: 0.0614, s1.acc: 95.4976, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1037, s2.loss_cls: 0.0301, s2.acc: 95.4098, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0490, loss: 0.9714 2024-03-13 02:21:21,377 - mmdet - INFO - Epoch [30][5550/7330] lr: 1.342e-06, eta: 18:18:33, time: 1.438, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1347, s0.acc: 95.0403, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2136, s1.loss_cls: 0.0616, s1.acc: 95.3553, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1057, s2.loss_cls: 0.0310, s2.acc: 95.1958, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0497, loss: 1.0056 2024-03-13 02:22:35,206 - mmdet - INFO - Epoch [30][5600/7330] lr: 1.342e-06, eta: 18:17:21, time: 1.477, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1410, s0.acc: 94.9250, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2185, s1.loss_cls: 0.0640, s1.acc: 95.2966, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1085, s2.loss_cls: 0.0323, s2.acc: 95.1226, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0511, loss: 1.0311 2024-03-13 02:23:51,835 - mmdet - INFO - Epoch [30][5650/7330] lr: 1.342e-06, eta: 18:16:10, time: 1.533, data_time: 0.215, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1420, s0.acc: 94.7595, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2158, s1.loss_cls: 0.0654, s1.acc: 95.1149, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1065, s2.loss_cls: 0.0326, s2.acc: 94.9085, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0504, loss: 1.0319 2024-03-13 02:25:02,522 - mmdet - INFO - Epoch [30][5700/7330] lr: 1.342e-06, eta: 18:14:58, time: 1.414, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1308, s0.acc: 95.2668, s0.loss_bbox: 0.2042, s0.loss_mask: 0.2156, s1.loss_cls: 0.0602, s1.acc: 95.5422, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1067, s2.loss_cls: 0.0302, s2.acc: 95.4181, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0503, loss: 0.9822 2024-03-13 02:26:12,132 - mmdet - INFO - Epoch [30][5750/7330] lr: 1.342e-06, eta: 18:13:45, time: 1.392, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1266, s0.acc: 95.3430, s0.loss_bbox: 0.2000, s0.loss_mask: 0.2075, s1.loss_cls: 0.0583, s1.acc: 95.5710, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1042, s2.loss_cls: 0.0290, s2.acc: 95.5396, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0495, loss: 0.9588 2024-03-13 02:27:23,998 - mmdet - INFO - Epoch [30][5800/7330] lr: 1.342e-06, eta: 18:12:33, time: 1.437, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1380, s0.acc: 94.9678, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2178, s1.loss_cls: 0.0642, s1.acc: 95.2494, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1078, s2.loss_cls: 0.0320, s2.acc: 95.0957, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0507, loss: 1.0220 2024-03-13 02:28:35,597 - mmdet - INFO - Epoch [30][5850/7330] lr: 1.342e-06, eta: 18:11:21, time: 1.432, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1314, s0.acc: 95.1624, s0.loss_bbox: 0.2006, s0.loss_mask: 0.2113, s1.loss_cls: 0.0615, s1.acc: 95.4602, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1053, s2.loss_cls: 0.0309, s2.acc: 95.3597, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0496, loss: 0.9734 2024-03-13 02:29:49,095 - mmdet - INFO - Epoch [30][5900/7330] lr: 1.342e-06, eta: 18:10:09, time: 1.470, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1340, s0.acc: 95.1055, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2191, s1.loss_cls: 0.0625, s1.acc: 95.4082, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1079, s2.loss_cls: 0.0314, s2.acc: 95.2185, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0511, loss: 1.0087 2024-03-13 02:31:01,653 - mmdet - INFO - Epoch [30][5950/7330] lr: 1.342e-06, eta: 18:08:57, time: 1.451, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1381, s0.acc: 94.8953, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2174, s1.loss_cls: 0.0636, s1.acc: 95.1936, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1075, s2.loss_cls: 0.0320, s2.acc: 95.0053, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0507, loss: 1.0179 2024-03-13 02:32:14,286 - mmdet - INFO - Epoch [30][6000/7330] lr: 1.342e-06, eta: 18:07:45, time: 1.453, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1413, s0.acc: 94.9238, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2186, s1.loss_cls: 0.0651, s1.acc: 95.2143, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1086, s2.loss_cls: 0.0323, s2.acc: 95.1528, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0511, loss: 1.0316 2024-03-13 02:33:26,122 - mmdet - INFO - Epoch [30][6050/7330] lr: 1.342e-06, eta: 18:06:33, time: 1.437, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1422, s0.acc: 94.8726, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2161, s1.loss_cls: 0.0649, s1.acc: 95.2881, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1067, s2.loss_cls: 0.0320, s2.acc: 95.1420, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0500, loss: 1.0152 2024-03-13 02:34:38,178 - mmdet - INFO - Epoch [30][6100/7330] lr: 1.342e-06, eta: 18:05:21, time: 1.441, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1293, s0.acc: 95.3269, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2069, s1.loss_cls: 0.0597, s1.acc: 95.5561, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1030, s2.loss_cls: 0.0296, s2.acc: 95.5063, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0487, loss: 0.9652 2024-03-13 02:35:47,432 - mmdet - INFO - Epoch [30][6150/7330] lr: 1.342e-06, eta: 18:04:09, time: 1.385, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1387, s0.acc: 94.8677, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2187, s1.loss_cls: 0.0641, s1.acc: 95.1805, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1080, s2.loss_cls: 0.0322, s2.acc: 95.0026, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0504, loss: 1.0176 2024-03-13 02:37:02,241 - mmdet - INFO - Epoch [30][6200/7330] lr: 1.342e-06, eta: 18:02:57, time: 1.496, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1414, s0.acc: 94.8962, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2133, s1.loss_cls: 0.0646, s1.acc: 95.1568, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1064, s2.loss_cls: 0.0325, s2.acc: 94.9696, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0506, loss: 1.0197 2024-03-13 02:38:14,616 - mmdet - INFO - Epoch [30][6250/7330] lr: 1.342e-06, eta: 18:01:45, time: 1.447, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1432, s0.acc: 94.7957, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2219, s1.loss_cls: 0.0665, s1.acc: 95.0858, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1094, s2.loss_cls: 0.0332, s2.acc: 94.9983, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0515, loss: 1.0409 2024-03-13 02:39:30,530 - mmdet - INFO - Epoch [30][6300/7330] lr: 1.342e-06, eta: 18:00:34, time: 1.518, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1422, s0.acc: 94.6997, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2171, s1.loss_cls: 0.0662, s1.acc: 95.0205, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1068, s2.loss_cls: 0.0331, s2.acc: 94.9552, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0502, loss: 1.0331 2024-03-13 02:40:43,346 - mmdet - INFO - Epoch [30][6350/7330] lr: 1.342e-06, eta: 17:59:22, time: 1.456, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1355, s0.acc: 95.0625, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2153, s1.loss_cls: 0.0619, s1.acc: 95.3723, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1061, s2.loss_cls: 0.0308, s2.acc: 95.3150, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0501, loss: 0.9941 2024-03-13 02:41:54,069 - mmdet - INFO - Epoch [30][6400/7330] lr: 1.342e-06, eta: 17:58:10, time: 1.414, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1325, s0.acc: 95.1284, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2132, s1.loss_cls: 0.0612, s1.acc: 95.4090, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1049, s2.loss_cls: 0.0304, s2.acc: 95.3407, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0494, loss: 0.9814 2024-03-13 02:43:10,368 - mmdet - INFO - Epoch [30][6450/7330] lr: 1.342e-06, eta: 17:56:59, time: 1.526, data_time: 0.233, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1360, s0.acc: 95.0378, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2138, s1.loss_cls: 0.0629, s1.acc: 95.3224, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1057, s2.loss_cls: 0.0312, s2.acc: 95.1379, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0498, loss: 1.0037 2024-03-13 02:44:20,329 - mmdet - INFO - Epoch [30][6500/7330] lr: 1.342e-06, eta: 17:55:46, time: 1.399, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1318, s0.acc: 95.1775, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2111, s1.loss_cls: 0.0602, s1.acc: 95.5065, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1034, s2.loss_cls: 0.0303, s2.acc: 95.3924, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0485, loss: 0.9736 2024-03-13 02:45:28,842 - mmdet - INFO - Epoch [30][6550/7330] lr: 1.342e-06, eta: 17:54:34, time: 1.370, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1408, s0.acc: 94.8445, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2209, s1.loss_cls: 0.0649, s1.acc: 95.1624, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1098, s2.loss_cls: 0.0329, s2.acc: 95.0154, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0520, loss: 1.0327 2024-03-13 02:46:41,219 - mmdet - INFO - Epoch [30][6600/7330] lr: 1.342e-06, eta: 17:53:22, time: 1.448, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1403, s0.acc: 94.8137, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2130, s1.loss_cls: 0.0648, s1.acc: 95.1441, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1051, s2.loss_cls: 0.0322, s2.acc: 95.0494, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0494, loss: 1.0132 2024-03-13 02:47:50,741 - mmdet - INFO - Epoch [30][6650/7330] lr: 1.342e-06, eta: 17:52:09, time: 1.390, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1338, s0.acc: 95.1011, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2168, s1.loss_cls: 0.0619, s1.acc: 95.4196, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1066, s2.loss_cls: 0.0307, s2.acc: 95.3643, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0504, loss: 0.9936 2024-03-13 02:48:59,271 - mmdet - INFO - Epoch [30][6700/7330] lr: 1.342e-06, eta: 17:50:56, time: 1.371, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1372, s0.acc: 95.0146, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2130, s1.loss_cls: 0.0640, s1.acc: 95.2599, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1048, s2.loss_cls: 0.0315, s2.acc: 95.2155, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0493, loss: 1.0032 2024-03-13 02:50:10,489 - mmdet - INFO - Epoch [30][6750/7330] lr: 1.342e-06, eta: 17:49:44, time: 1.424, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1397, s0.acc: 94.9333, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2211, s1.loss_cls: 0.0643, s1.acc: 95.2241, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1101, s2.loss_cls: 0.0322, s2.acc: 95.0420, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0516, loss: 1.0308 2024-03-13 02:51:20,846 - mmdet - INFO - Epoch [30][6800/7330] lr: 1.342e-06, eta: 17:48:32, time: 1.407, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1357, s0.acc: 95.0620, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2138, s1.loss_cls: 0.0622, s1.acc: 95.3486, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1058, s2.loss_cls: 0.0315, s2.acc: 95.1841, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0500, loss: 1.0035 2024-03-13 02:52:35,361 - mmdet - INFO - Epoch [30][6850/7330] lr: 1.342e-06, eta: 17:47:20, time: 1.490, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1435, s0.acc: 94.8086, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2166, s1.loss_cls: 0.0658, s1.acc: 95.0984, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1069, s2.loss_cls: 0.0328, s2.acc: 94.9900, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0506, loss: 1.0325 2024-03-13 02:53:46,856 - mmdet - INFO - Epoch [30][6900/7330] lr: 1.342e-06, eta: 17:46:08, time: 1.430, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1392, s0.acc: 94.8730, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2196, s1.loss_cls: 0.0641, s1.acc: 95.1411, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1077, s2.loss_cls: 0.0321, s2.acc: 95.1099, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0506, loss: 1.0270 2024-03-13 02:54:58,570 - mmdet - INFO - Epoch [30][6950/7330] lr: 1.342e-06, eta: 17:44:56, time: 1.434, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1358, s0.acc: 94.9663, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2165, s1.loss_cls: 0.0630, s1.acc: 95.2375, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1076, s2.loss_cls: 0.0317, s2.acc: 95.0969, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0507, loss: 1.0116 2024-03-13 02:56:09,899 - mmdet - INFO - Epoch [30][7000/7330] lr: 1.342e-06, eta: 17:43:44, time: 1.427, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1320, s0.acc: 95.2034, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2148, s1.loss_cls: 0.0602, s1.acc: 95.5009, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1058, s2.loss_cls: 0.0301, s2.acc: 95.3527, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0501, loss: 0.9809 2024-03-13 02:57:26,593 - mmdet - INFO - Epoch [30][7050/7330] lr: 1.342e-06, eta: 17:42:33, time: 1.534, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1326, s0.acc: 95.1963, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2111, s1.loss_cls: 0.0606, s1.acc: 95.4705, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1040, s2.loss_cls: 0.0301, s2.acc: 95.4258, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0488, loss: 0.9825 2024-03-13 02:58:43,097 - mmdet - INFO - Epoch [30][7100/7330] lr: 1.342e-06, eta: 17:41:22, time: 1.530, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1310, s0.acc: 95.2078, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2157, s1.loss_cls: 0.0597, s1.acc: 95.5240, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1069, s2.loss_cls: 0.0301, s2.acc: 95.3665, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0505, loss: 0.9938 2024-03-13 03:00:00,747 - mmdet - INFO - Epoch [30][7150/7330] lr: 1.342e-06, eta: 17:40:11, time: 1.553, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1328, s0.acc: 95.1501, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2137, s1.loss_cls: 0.0605, s1.acc: 95.4963, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1054, s2.loss_cls: 0.0304, s2.acc: 95.3337, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0497, loss: 0.9903 2024-03-13 03:01:14,295 - mmdet - INFO - Epoch [30][7200/7330] lr: 1.342e-06, eta: 17:38:59, time: 1.471, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1327, s0.acc: 95.1343, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2156, s1.loss_cls: 0.0614, s1.acc: 95.4397, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1065, s2.loss_cls: 0.0310, s2.acc: 95.2609, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0502, loss: 0.9945 2024-03-13 03:02:26,189 - mmdet - INFO - Epoch [30][7250/7330] lr: 1.342e-06, eta: 17:37:47, time: 1.438, data_time: 0.115, memory: 17966, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1274, s0.acc: 95.3706, s0.loss_bbox: 0.1988, s0.loss_mask: 0.2156, s1.loss_cls: 0.0578, s1.acc: 95.6753, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1061, s2.loss_cls: 0.0289, s2.acc: 95.5978, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0500, loss: 0.9646 2024-03-13 03:03:40,284 - mmdet - INFO - Epoch [30][7300/7330] lr: 1.342e-06, eta: 17:36:35, time: 1.482, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1330, s0.acc: 95.1133, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2115, s1.loss_cls: 0.0607, s1.acc: 95.4146, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1050, s2.loss_cls: 0.0308, s2.acc: 95.2528, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0496, loss: 0.9927 2024-03-13 03:04:18,036 - mmdet - INFO - Saving checkpoint at 30 epochs 2024-03-13 03:09:40,213 - mmdet - INFO - Evaluating bbox... 2024-03-13 03:10:12,930 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.513 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.700 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.557 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 ] = 0.549 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.661 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.480 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.675 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.784 2024-03-13 03:10:12,931 - mmdet - INFO - Evaluating segm... 2024-03-13 03:10:46,335 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.444 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.676 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.480 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.252 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.474 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.626 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.561 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.561 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.561 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.401 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.594 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.712 2024-03-13 03:10:46,869 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 03:10:46,871 - mmdet - INFO - Epoch(val) [30][1250] bbox_mAP: 0.5130, bbox_mAP_50: 0.7000, bbox_mAP_75: 0.5570, bbox_mAP_s: 0.3500, bbox_mAP_m: 0.5490, bbox_mAP_l: 0.6610, bbox_mAP_copypaste: 0.513 0.700 0.557 0.350 0.549 0.661, segm_mAP: 0.4440, segm_mAP_50: 0.6760, segm_mAP_75: 0.4800, segm_mAP_s: 0.2520, segm_mAP_m: 0.4740, segm_mAP_l: 0.6260, segm_mAP_copypaste: 0.444 0.676 0.480 0.252 0.474 0.626 2024-03-13 03:12:00,487 - mmdet - INFO - Epoch [31][50/7330] lr: 1.342e-06, eta: 17:34:32, time: 1.470, data_time: 0.247, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1364, s0.acc: 94.9414, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2138, s1.loss_cls: 0.0625, s1.acc: 95.2823, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1060, s2.loss_cls: 0.0317, s2.acc: 95.1012, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0501, loss: 1.0064 2024-03-13 03:13:13,655 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 03:13:13,656 - mmdet - INFO - Epoch [31][100/7330] lr: 1.342e-06, eta: 17:33:20, time: 1.463, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1297, s0.acc: 95.2344, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2079, s1.loss_cls: 0.0595, s1.acc: 95.5698, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1033, s2.loss_cls: 0.0297, s2.acc: 95.4427, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0488, loss: 0.9688 2024-03-13 03:14:27,462 - mmdet - INFO - Epoch [31][150/7330] lr: 1.342e-06, eta: 17:32:08, time: 1.476, data_time: 0.218, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1318, s0.acc: 95.2087, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2088, s1.loss_cls: 0.0601, s1.acc: 95.5031, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1040, s2.loss_cls: 0.0301, s2.acc: 95.3443, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0493, loss: 0.9761 2024-03-13 03:15:38,238 - mmdet - INFO - Epoch [31][200/7330] lr: 1.342e-06, eta: 17:30:56, time: 1.416, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1285, s0.acc: 95.2173, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2101, s1.loss_cls: 0.0605, s1.acc: 95.4859, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1046, s2.loss_cls: 0.0304, s2.acc: 95.3423, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0494, loss: 0.9737 2024-03-13 03:16:46,998 - mmdet - INFO - Epoch [31][250/7330] lr: 1.342e-06, eta: 17:29:44, time: 1.375, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1268, s0.acc: 95.3765, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2093, s1.loss_cls: 0.0576, s1.acc: 95.6931, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1046, s2.loss_cls: 0.0295, s2.acc: 95.4822, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0498, loss: 0.9625 2024-03-13 03:18:01,684 - mmdet - INFO - Epoch [31][300/7330] lr: 1.342e-06, eta: 17:28:32, time: 1.494, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1329, s0.acc: 95.0229, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2164, s1.loss_cls: 0.0611, s1.acc: 95.3543, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1066, s2.loss_cls: 0.0307, s2.acc: 95.3106, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0503, loss: 1.0022 2024-03-13 03:19:15,417 - mmdet - INFO - Epoch [31][350/7330] lr: 1.342e-06, eta: 17:27:20, time: 1.475, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1354, s0.acc: 95.0859, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2096, s1.loss_cls: 0.0619, s1.acc: 95.4219, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1042, s2.loss_cls: 0.0310, s2.acc: 95.2692, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0493, loss: 0.9934 2024-03-13 03:20:28,689 - mmdet - INFO - Epoch [31][400/7330] lr: 1.342e-06, eta: 17:26:09, time: 1.465, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1388, s0.acc: 94.8276, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2161, s1.loss_cls: 0.0637, s1.acc: 95.1872, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1062, s2.loss_cls: 0.0325, s2.acc: 95.0011, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0499, loss: 1.0195 2024-03-13 03:21:42,176 - mmdet - INFO - Epoch [31][450/7330] lr: 1.342e-06, eta: 17:24:57, time: 1.470, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1422, s0.acc: 94.8381, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2164, s1.loss_cls: 0.0650, s1.acc: 95.1995, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1069, s2.loss_cls: 0.0322, s2.acc: 95.0418, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0505, loss: 1.0311 2024-03-13 03:22:51,432 - mmdet - INFO - Epoch [31][500/7330] lr: 1.342e-06, eta: 17:23:44, time: 1.385, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1339, s0.acc: 95.2222, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2137, s1.loss_cls: 0.0613, s1.acc: 95.5061, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1055, s2.loss_cls: 0.0302, s2.acc: 95.5157, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0497, loss: 0.9939 2024-03-13 03:24:00,610 - mmdet - INFO - Epoch [31][550/7330] lr: 1.342e-06, eta: 17:22:32, time: 1.384, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1330, s0.acc: 95.1987, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2122, s1.loss_cls: 0.0606, s1.acc: 95.6482, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1057, s2.loss_cls: 0.0304, s2.acc: 95.3895, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0500, loss: 0.9852 2024-03-13 03:25:12,152 - mmdet - INFO - Epoch [31][600/7330] lr: 1.342e-06, eta: 17:21:20, time: 1.431, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1325, s0.acc: 95.1890, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2087, s1.loss_cls: 0.0604, s1.acc: 95.5038, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1036, s2.loss_cls: 0.0301, s2.acc: 95.4413, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0490, loss: 0.9793 2024-03-13 03:26:24,626 - mmdet - INFO - Epoch [31][650/7330] lr: 1.342e-06, eta: 17:20:08, time: 1.449, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1358, s0.acc: 94.9963, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2145, s1.loss_cls: 0.0621, s1.acc: 95.3758, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1057, s2.loss_cls: 0.0314, s2.acc: 95.2009, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0498, loss: 0.9993 2024-03-13 03:27:40,476 - mmdet - INFO - Epoch [31][700/7330] lr: 1.342e-06, eta: 17:18:56, time: 1.517, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1299, s0.acc: 95.2971, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2113, s1.loss_cls: 0.0590, s1.acc: 95.6022, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1044, s2.loss_cls: 0.0299, s2.acc: 95.4450, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0493, loss: 0.9749 2024-03-13 03:28:53,929 - mmdet - INFO - Epoch [31][750/7330] lr: 1.342e-06, eta: 17:17:45, time: 1.469, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1338, s0.acc: 95.1135, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2157, s1.loss_cls: 0.0617, s1.acc: 95.3934, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1059, s2.loss_cls: 0.0307, s2.acc: 95.1811, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0501, loss: 0.9980 2024-03-13 03:30:06,272 - mmdet - INFO - Epoch [31][800/7330] lr: 1.342e-06, eta: 17:16:33, time: 1.447, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1374, s0.acc: 94.9592, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2114, s1.loss_cls: 0.0630, s1.acc: 95.3164, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1047, s2.loss_cls: 0.0314, s2.acc: 95.2414, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0495, loss: 1.0012 2024-03-13 03:31:19,159 - mmdet - INFO - Epoch [31][850/7330] lr: 1.342e-06, eta: 17:15:21, time: 1.458, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1324, s0.acc: 95.0803, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2133, s1.loss_cls: 0.0613, s1.acc: 95.3407, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1060, s2.loss_cls: 0.0308, s2.acc: 95.1720, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0499, loss: 1.0019 2024-03-13 03:32:27,778 - mmdet - INFO - Epoch [31][900/7330] lr: 1.342e-06, eta: 17:14:08, time: 1.372, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1391, s0.acc: 94.8450, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2092, s1.loss_cls: 0.0645, s1.acc: 95.1615, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1034, s2.loss_cls: 0.0325, s2.acc: 95.0959, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0488, loss: 1.0049 2024-03-13 03:33:44,362 - mmdet - INFO - Epoch [31][950/7330] lr: 1.342e-06, eta: 17:12:57, time: 1.531, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1335, s0.acc: 95.1294, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2165, s1.loss_cls: 0.0612, s1.acc: 95.3998, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1067, s2.loss_cls: 0.0302, s2.acc: 95.3353, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0503, loss: 1.0029 2024-03-13 03:34:57,264 - mmdet - INFO - Epoch [31][1000/7330] lr: 1.342e-06, eta: 17:11:45, time: 1.458, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1359, s0.acc: 95.0049, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2112, s1.loss_cls: 0.0623, s1.acc: 95.2735, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1048, s2.loss_cls: 0.0315, s2.acc: 95.1070, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0499, loss: 0.9970 2024-03-13 03:36:08,897 - mmdet - INFO - Epoch [31][1050/7330] lr: 1.342e-06, eta: 17:10:33, time: 1.433, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1373, s0.acc: 94.9756, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2170, s1.loss_cls: 0.0630, s1.acc: 95.3195, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1077, s2.loss_cls: 0.0320, s2.acc: 95.0677, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0506, loss: 1.0256 2024-03-13 03:37:20,428 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 03:37:20,429 - mmdet - INFO - Epoch [31][1100/7330] lr: 1.342e-06, eta: 17:09:21, time: 1.431, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1349, s0.acc: 95.0630, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2177, s1.loss_cls: 0.0624, s1.acc: 95.3159, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1072, s2.loss_cls: 0.0310, s2.acc: 95.2361, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0503, loss: 0.9998 2024-03-13 03:38:39,606 - mmdet - INFO - Epoch [31][1150/7330] lr: 1.342e-06, eta: 17:08:10, time: 1.583, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1371, s0.acc: 94.9426, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2121, s1.loss_cls: 0.0639, s1.acc: 95.2145, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1059, s2.loss_cls: 0.0319, s2.acc: 95.1411, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0501, loss: 1.0096 2024-03-13 03:39:52,123 - mmdet - INFO - Epoch [31][1200/7330] lr: 1.342e-06, eta: 17:06:59, time: 1.451, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1339, s0.acc: 95.1311, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2062, s1.loss_cls: 0.0621, s1.acc: 95.3681, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1029, s2.loss_cls: 0.0309, s2.acc: 95.2778, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0486, loss: 0.9753 2024-03-13 03:41:08,765 - mmdet - INFO - Epoch [31][1250/7330] lr: 1.342e-06, eta: 17:05:47, time: 1.533, data_time: 0.211, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1357, s0.acc: 94.9402, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2204, s1.loss_cls: 0.0629, s1.acc: 95.2375, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1091, s2.loss_cls: 0.0324, s2.acc: 95.0035, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0511, loss: 1.0228 2024-03-13 03:42:25,506 - mmdet - INFO - Epoch [31][1300/7330] lr: 1.342e-06, eta: 17:04:36, time: 1.535, data_time: 0.205, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1346, s0.acc: 95.1038, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2139, s1.loss_cls: 0.0617, s1.acc: 95.4020, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1056, s2.loss_cls: 0.0308, s2.acc: 95.2610, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0497, loss: 0.9931 2024-03-13 03:43:38,546 - mmdet - INFO - Epoch [31][1350/7330] lr: 1.342e-06, eta: 17:03:24, time: 1.461, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1347, s0.acc: 95.1772, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2078, s1.loss_cls: 0.0624, s1.acc: 95.4733, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1025, s2.loss_cls: 0.0313, s2.acc: 95.3576, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0485, loss: 0.9809 2024-03-13 03:44:49,957 - mmdet - INFO - Epoch [31][1400/7330] lr: 1.342e-06, eta: 17:02:12, time: 1.428, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1253, s0.acc: 95.4028, s0.loss_bbox: 0.1938, s0.loss_mask: 0.2042, s1.loss_cls: 0.0576, s1.acc: 95.6999, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1016, s2.loss_cls: 0.0288, s2.acc: 95.6113, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0480, loss: 0.9357 2024-03-13 03:46:03,295 - mmdet - INFO - Epoch [31][1450/7330] lr: 1.342e-06, eta: 17:01:01, time: 1.467, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1315, s0.acc: 95.2964, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2136, s1.loss_cls: 0.0608, s1.acc: 95.5378, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1064, s2.loss_cls: 0.0303, s2.acc: 95.4118, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0500, loss: 0.9818 2024-03-13 03:47:15,909 - mmdet - INFO - Epoch [31][1500/7330] lr: 1.342e-06, eta: 16:59:49, time: 1.452, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1312, s0.acc: 95.1091, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2103, s1.loss_cls: 0.0610, s1.acc: 95.4414, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1049, s2.loss_cls: 0.0310, s2.acc: 95.1431, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0495, loss: 0.9781 2024-03-13 03:48:24,734 - mmdet - INFO - Epoch [31][1550/7330] lr: 1.342e-06, eta: 16:58:36, time: 1.376, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1365, s0.acc: 95.0908, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2094, s1.loss_cls: 0.0628, s1.acc: 95.4439, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1039, s2.loss_cls: 0.0316, s2.acc: 95.2884, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0494, loss: 0.9979 2024-03-13 03:49:37,795 - mmdet - INFO - Epoch [31][1600/7330] lr: 1.342e-06, eta: 16:57:24, time: 1.461, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1352, s0.acc: 95.1038, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2153, s1.loss_cls: 0.0613, s1.acc: 95.4930, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1068, s2.loss_cls: 0.0308, s2.acc: 95.3768, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0500, loss: 0.9956 2024-03-13 03:50:45,910 - mmdet - INFO - Epoch [31][1650/7330] lr: 1.342e-06, eta: 16:56:11, time: 1.362, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1273, s0.acc: 95.4014, s0.loss_bbox: 0.1963, s0.loss_mask: 0.2101, s1.loss_cls: 0.0577, s1.acc: 95.8055, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1038, s2.loss_cls: 0.0291, s2.acc: 95.6287, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0491, loss: 0.9517 2024-03-13 03:51:58,860 - mmdet - INFO - Epoch [31][1700/7330] lr: 1.342e-06, eta: 16:55:00, time: 1.459, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1306, s0.acc: 95.2542, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2115, s1.loss_cls: 0.0598, s1.acc: 95.5070, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1043, s2.loss_cls: 0.0297, s2.acc: 95.4565, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0489, loss: 0.9784 2024-03-13 03:53:10,477 - mmdet - INFO - Epoch [31][1750/7330] lr: 1.342e-06, eta: 16:53:47, time: 1.432, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1353, s0.acc: 95.0183, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2078, s1.loss_cls: 0.0626, s1.acc: 95.2775, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1035, s2.loss_cls: 0.0309, s2.acc: 95.2640, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0489, loss: 0.9883 2024-03-13 03:54:24,985 - mmdet - INFO - Epoch [31][1800/7330] lr: 1.342e-06, eta: 16:52:36, time: 1.490, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1360, s0.acc: 95.0188, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2126, s1.loss_cls: 0.0625, s1.acc: 95.3429, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1049, s2.loss_cls: 0.0314, s2.acc: 95.2326, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0498, loss: 1.0024 2024-03-13 03:55:35,779 - mmdet - INFO - Epoch [31][1850/7330] lr: 1.342e-06, eta: 16:51:24, time: 1.416, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1386, s0.acc: 94.9446, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2166, s1.loss_cls: 0.0645, s1.acc: 95.1598, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1069, s2.loss_cls: 0.0324, s2.acc: 95.0891, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0502, loss: 1.0125 2024-03-13 03:56:46,291 - mmdet - INFO - Epoch [31][1900/7330] lr: 1.342e-06, eta: 16:50:11, time: 1.410, data_time: 0.118, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1407, s0.acc: 94.8108, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2149, s1.loss_cls: 0.0644, s1.acc: 95.1485, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1071, s2.loss_cls: 0.0320, s2.acc: 94.9919, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0506, loss: 1.0233 2024-03-13 03:57:58,759 - mmdet - INFO - Epoch [31][1950/7330] lr: 1.342e-06, eta: 16:48:59, time: 1.449, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1379, s0.acc: 94.8889, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2234, s1.loss_cls: 0.0638, s1.acc: 95.1911, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1090, s2.loss_cls: 0.0324, s2.acc: 95.0257, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0516, loss: 1.0235 2024-03-13 03:59:09,639 - mmdet - INFO - Epoch [31][2000/7330] lr: 1.342e-06, eta: 16:47:47, time: 1.418, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1313, s0.acc: 95.1438, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2163, s1.loss_cls: 0.0600, s1.acc: 95.5309, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1066, s2.loss_cls: 0.0301, s2.acc: 95.4577, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0502, loss: 0.9873 2024-03-13 04:00:23,585 - mmdet - INFO - Epoch [31][2050/7330] lr: 1.342e-06, eta: 16:46:36, time: 1.479, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1382, s0.acc: 94.9717, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2128, s1.loss_cls: 0.0630, s1.acc: 95.3239, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1045, s2.loss_cls: 0.0311, s2.acc: 95.3489, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0491, loss: 0.9946 2024-03-13 04:01:32,945 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 04:01:32,946 - mmdet - INFO - Epoch [31][2100/7330] lr: 1.342e-06, eta: 16:45:23, time: 1.387, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1360, s0.acc: 95.0928, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2158, s1.loss_cls: 0.0619, s1.acc: 95.4036, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1068, s2.loss_cls: 0.0311, s2.acc: 95.2448, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0502, loss: 0.9963 2024-03-13 04:02:42,958 - mmdet - INFO - Epoch [31][2150/7330] lr: 1.342e-06, eta: 16:44:11, time: 1.400, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1317, s0.acc: 95.1719, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2143, s1.loss_cls: 0.0615, s1.acc: 95.4108, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1061, s2.loss_cls: 0.0307, s2.acc: 95.2676, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0498, loss: 0.9936 2024-03-13 04:03:54,166 - mmdet - INFO - Epoch [31][2200/7330] lr: 1.342e-06, eta: 16:42:58, time: 1.424, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1410, s0.acc: 94.8374, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2194, s1.loss_cls: 0.0645, s1.acc: 95.2020, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1071, s2.loss_cls: 0.0322, s2.acc: 95.0891, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0503, loss: 1.0352 2024-03-13 04:05:03,184 - mmdet - INFO - Epoch [31][2250/7330] lr: 1.342e-06, eta: 16:41:46, time: 1.380, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1291, s0.acc: 95.2932, s0.loss_bbox: 0.2023, s0.loss_mask: 0.2116, s1.loss_cls: 0.0592, s1.acc: 95.6017, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1045, s2.loss_cls: 0.0293, s2.acc: 95.5889, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0492, loss: 0.9640 2024-03-13 04:06:19,033 - mmdet - INFO - Epoch [31][2300/7330] lr: 1.342e-06, eta: 16:40:35, time: 1.517, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1333, s0.acc: 95.1548, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2101, s1.loss_cls: 0.0616, s1.acc: 95.3839, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1049, s2.loss_cls: 0.0307, s2.acc: 95.3303, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0494, loss: 0.9851 2024-03-13 04:07:31,162 - mmdet - INFO - Epoch [31][2350/7330] lr: 1.342e-06, eta: 16:39:23, time: 1.443, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1315, s0.acc: 95.1499, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2119, s1.loss_cls: 0.0602, s1.acc: 95.4759, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1050, s2.loss_cls: 0.0303, s2.acc: 95.3615, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0491, loss: 0.9763 2024-03-13 04:08:43,443 - mmdet - INFO - Epoch [31][2400/7330] lr: 1.342e-06, eta: 16:38:11, time: 1.446, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1373, s0.acc: 94.9968, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2109, s1.loss_cls: 0.0630, s1.acc: 95.3144, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1049, s2.loss_cls: 0.0314, s2.acc: 95.2338, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0498, loss: 1.0012 2024-03-13 04:09:55,059 - mmdet - INFO - Epoch [31][2450/7330] lr: 1.342e-06, eta: 16:36:59, time: 1.432, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1375, s0.acc: 94.9976, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2178, s1.loss_cls: 0.0625, s1.acc: 95.3543, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1073, s2.loss_cls: 0.0312, s2.acc: 95.1707, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0505, loss: 1.0189 2024-03-13 04:11:08,598 - mmdet - INFO - Epoch [31][2500/7330] lr: 1.342e-06, eta: 16:35:47, time: 1.471, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1365, s0.acc: 94.9939, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2185, s1.loss_cls: 0.0636, s1.acc: 95.2773, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1086, s2.loss_cls: 0.0314, s2.acc: 95.2034, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0513, loss: 1.0169 2024-03-13 04:12:15,287 - mmdet - INFO - Epoch [31][2550/7330] lr: 1.342e-06, eta: 16:34:34, time: 1.334, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1326, s0.acc: 95.1208, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2184, s1.loss_cls: 0.0604, s1.acc: 95.4303, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1069, s2.loss_cls: 0.0302, s2.acc: 95.3382, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0505, loss: 0.9960 2024-03-13 04:13:27,819 - mmdet - INFO - Epoch [31][2600/7330] lr: 1.342e-06, eta: 16:33:22, time: 1.451, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1334, s0.acc: 95.1284, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2134, s1.loss_cls: 0.0614, s1.acc: 95.4641, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1049, s2.loss_cls: 0.0300, s2.acc: 95.4553, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0492, loss: 0.9921 2024-03-13 04:14:39,042 - mmdet - INFO - Epoch [31][2650/7330] lr: 1.342e-06, eta: 16:32:10, time: 1.424, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1348, s0.acc: 95.0459, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2172, s1.loss_cls: 0.0614, s1.acc: 95.4055, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1073, s2.loss_cls: 0.0311, s2.acc: 95.2080, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0504, loss: 1.0115 2024-03-13 04:15:53,219 - mmdet - INFO - Epoch [31][2700/7330] lr: 1.342e-06, eta: 16:30:58, time: 1.484, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1388, s0.acc: 94.9827, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2109, s1.loss_cls: 0.0643, s1.acc: 95.2501, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1045, s2.loss_cls: 0.0323, s2.acc: 95.1094, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0493, loss: 1.0050 2024-03-13 04:17:03,502 - mmdet - INFO - Epoch [31][2750/7330] lr: 1.342e-06, eta: 16:29:46, time: 1.406, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1330, s0.acc: 95.1201, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2088, s1.loss_cls: 0.0612, s1.acc: 95.4451, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1034, s2.loss_cls: 0.0310, s2.acc: 95.3006, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0486, loss: 0.9844 2024-03-13 04:18:14,450 - mmdet - INFO - Epoch [31][2800/7330] lr: 1.342e-06, eta: 16:28:34, time: 1.419, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1285, s0.acc: 95.2324, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2181, s1.loss_cls: 0.0600, s1.acc: 95.5187, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1077, s2.loss_cls: 0.0302, s2.acc: 95.4045, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0508, loss: 0.9838 2024-03-13 04:19:25,917 - mmdet - INFO - Epoch [31][2850/7330] lr: 1.342e-06, eta: 16:27:21, time: 1.429, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1309, s0.acc: 95.2517, s0.loss_bbox: 0.1970, s0.loss_mask: 0.2063, s1.loss_cls: 0.0600, s1.acc: 95.5482, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1027, s2.loss_cls: 0.0301, s2.acc: 95.4788, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0484, loss: 0.9563 2024-03-13 04:20:37,291 - mmdet - INFO - Epoch [31][2900/7330] lr: 1.342e-06, eta: 16:26:09, time: 1.427, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1315, s0.acc: 95.2251, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2191, s1.loss_cls: 0.0606, s1.acc: 95.5551, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1079, s2.loss_cls: 0.0305, s2.acc: 95.4282, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0508, loss: 0.9885 2024-03-13 04:21:44,961 - mmdet - INFO - Epoch [31][2950/7330] lr: 1.342e-06, eta: 16:24:56, time: 1.353, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1227, s0.acc: 95.5522, s0.loss_bbox: 0.1934, s0.loss_mask: 0.2044, s1.loss_cls: 0.0565, s1.acc: 95.8436, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1011, s2.loss_cls: 0.0283, s2.acc: 95.7626, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0478, loss: 0.9299 2024-03-13 04:22:55,911 - mmdet - INFO - Epoch [31][3000/7330] lr: 1.342e-06, eta: 16:23:44, time: 1.419, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1401, s0.acc: 94.9290, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2190, s1.loss_cls: 0.0640, s1.acc: 95.2427, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1075, s2.loss_cls: 0.0323, s2.acc: 95.0384, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0505, loss: 1.0280 2024-03-13 04:24:10,170 - mmdet - INFO - Epoch [31][3050/7330] lr: 1.342e-06, eta: 16:22:33, time: 1.485, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1341, s0.acc: 95.1443, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2102, s1.loss_cls: 0.0603, s1.acc: 95.5275, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1041, s2.loss_cls: 0.0301, s2.acc: 95.3401, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0491, loss: 0.9856 2024-03-13 04:25:22,975 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 04:25:22,976 - mmdet - INFO - Epoch [31][3100/7330] lr: 1.342e-06, eta: 16:21:21, time: 1.456, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1365, s0.acc: 94.9727, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2134, s1.loss_cls: 0.0624, s1.acc: 95.3505, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1062, s2.loss_cls: 0.0311, s2.acc: 95.2445, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0500, loss: 1.0024 2024-03-13 04:26:36,552 - mmdet - INFO - Epoch [31][3150/7330] lr: 1.342e-06, eta: 16:20:09, time: 1.471, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1388, s0.acc: 94.8989, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2149, s1.loss_cls: 0.0632, s1.acc: 95.2878, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1065, s2.loss_cls: 0.0318, s2.acc: 95.1428, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0503, loss: 1.0100 2024-03-13 04:27:47,809 - mmdet - INFO - Epoch [31][3200/7330] lr: 1.342e-06, eta: 16:18:57, time: 1.425, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1295, s0.acc: 95.2581, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2146, s1.loss_cls: 0.0597, s1.acc: 95.5225, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1064, s2.loss_cls: 0.0302, s2.acc: 95.3583, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0502, loss: 0.9766 2024-03-13 04:29:07,485 - mmdet - INFO - Epoch [31][3250/7330] lr: 1.342e-06, eta: 16:17:46, time: 1.594, data_time: 0.217, memory: 17966, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1407, s0.acc: 94.7971, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2205, s1.loss_cls: 0.0648, s1.acc: 95.0931, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1078, s2.loss_cls: 0.0327, s2.acc: 94.9003, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0507, loss: 1.0342 2024-03-13 04:30:20,147 - mmdet - INFO - Epoch [31][3300/7330] lr: 1.342e-06, eta: 16:16:34, time: 1.453, data_time: 0.222, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1314, s0.acc: 95.0972, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2125, s1.loss_cls: 0.0603, s1.acc: 95.3980, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1057, s2.loss_cls: 0.0304, s2.acc: 95.2834, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0498, loss: 0.9921 2024-03-13 04:31:28,505 - mmdet - INFO - Epoch [31][3350/7330] lr: 1.342e-06, eta: 16:15:22, time: 1.367, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1388, s0.acc: 94.8940, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2143, s1.loss_cls: 0.0651, s1.acc: 95.1124, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1055, s2.loss_cls: 0.0327, s2.acc: 94.9336, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0496, loss: 1.0081 2024-03-13 04:32:34,574 - mmdet - INFO - Epoch [31][3400/7330] lr: 1.342e-06, eta: 16:14:09, time: 1.321, data_time: 0.086, memory: 17966, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1306, s0.acc: 95.1843, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2131, s1.loss_cls: 0.0599, s1.acc: 95.4593, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1064, s2.loss_cls: 0.0304, s2.acc: 95.3650, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0504, loss: 0.9769 2024-03-13 04:33:49,858 - mmdet - INFO - Epoch [31][3450/7330] lr: 1.342e-06, eta: 16:12:57, time: 1.506, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1360, s0.acc: 95.1804, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2134, s1.loss_cls: 0.0613, s1.acc: 95.4919, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1059, s2.loss_cls: 0.0306, s2.acc: 95.3994, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0501, loss: 0.9894 2024-03-13 04:34:59,089 - mmdet - INFO - Epoch [31][3500/7330] lr: 1.342e-06, eta: 16:11:45, time: 1.385, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1330, s0.acc: 95.1804, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2136, s1.loss_cls: 0.0611, s1.acc: 95.4775, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1055, s2.loss_cls: 0.0303, s2.acc: 95.4074, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0496, loss: 0.9898 2024-03-13 04:36:11,734 - mmdet - INFO - Epoch [31][3550/7330] lr: 1.342e-06, eta: 16:10:33, time: 1.453, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1374, s0.acc: 95.0754, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2144, s1.loss_cls: 0.0624, s1.acc: 95.4460, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1057, s2.loss_cls: 0.0312, s2.acc: 95.3924, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0494, loss: 0.9944 2024-03-13 04:37:24,210 - mmdet - INFO - Epoch [31][3600/7330] lr: 1.342e-06, eta: 16:09:21, time: 1.449, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1350, s0.acc: 95.0454, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2162, s1.loss_cls: 0.0626, s1.acc: 95.2819, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1074, s2.loss_cls: 0.0317, s2.acc: 95.0755, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0503, loss: 1.0093 2024-03-13 04:38:37,888 - mmdet - INFO - Epoch [31][3650/7330] lr: 1.342e-06, eta: 16:08:09, time: 1.474, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1330, s0.acc: 95.1272, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2133, s1.loss_cls: 0.0613, s1.acc: 95.5044, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1048, s2.loss_cls: 0.0312, s2.acc: 95.3026, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0490, loss: 0.9837 2024-03-13 04:39:46,647 - mmdet - INFO - Epoch [31][3700/7330] lr: 1.342e-06, eta: 16:06:56, time: 1.375, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1340, s0.acc: 95.0627, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2106, s1.loss_cls: 0.0612, s1.acc: 95.4272, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1045, s2.loss_cls: 0.0306, s2.acc: 95.3621, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0490, loss: 0.9961 2024-03-13 04:40:56,784 - mmdet - INFO - Epoch [31][3750/7330] lr: 1.342e-06, eta: 16:05:44, time: 1.403, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1323, s0.acc: 95.2209, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2107, s1.loss_cls: 0.0603, s1.acc: 95.5884, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1044, s2.loss_cls: 0.0303, s2.acc: 95.4467, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0495, loss: 0.9776 2024-03-13 04:42:07,842 - mmdet - INFO - Epoch [31][3800/7330] lr: 1.342e-06, eta: 16:04:32, time: 1.421, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1308, s0.acc: 95.2727, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2129, s1.loss_cls: 0.0603, s1.acc: 95.5343, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1044, s2.loss_cls: 0.0303, s2.acc: 95.3674, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0493, loss: 0.9748 2024-03-13 04:43:18,649 - mmdet - INFO - Epoch [31][3850/7330] lr: 1.342e-06, eta: 16:03:20, time: 1.416, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1377, s0.acc: 94.9878, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2141, s1.loss_cls: 0.0641, s1.acc: 95.2287, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1064, s2.loss_cls: 0.0321, s2.acc: 95.0931, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0501, loss: 1.0052 2024-03-13 04:44:32,908 - mmdet - INFO - Epoch [31][3900/7330] lr: 1.342e-06, eta: 16:02:08, time: 1.485, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1349, s0.acc: 95.0679, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2146, s1.loss_cls: 0.0612, s1.acc: 95.4197, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1061, s2.loss_cls: 0.0307, s2.acc: 95.3148, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0501, loss: 1.0002 2024-03-13 04:45:43,252 - mmdet - INFO - Epoch [31][3950/7330] lr: 1.342e-06, eta: 16:00:56, time: 1.407, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1329, s0.acc: 95.1667, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2174, s1.loss_cls: 0.0616, s1.acc: 95.3977, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1073, s2.loss_cls: 0.0310, s2.acc: 95.3300, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0507, loss: 0.9968 2024-03-13 04:46:55,506 - mmdet - INFO - Epoch [31][4000/7330] lr: 1.342e-06, eta: 15:59:44, time: 1.445, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1381, s0.acc: 94.9771, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2168, s1.loss_cls: 0.0632, s1.acc: 95.2850, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1069, s2.loss_cls: 0.0316, s2.acc: 95.1487, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0505, loss: 1.0146 2024-03-13 04:48:03,691 - mmdet - INFO - Epoch [31][4050/7330] lr: 1.342e-06, eta: 15:58:31, time: 1.364, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1298, s0.acc: 95.1963, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2130, s1.loss_cls: 0.0589, s1.acc: 95.5299, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1058, s2.loss_cls: 0.0302, s2.acc: 95.3551, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0500, loss: 0.9864 2024-03-13 04:49:12,687 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 04:49:12,687 - mmdet - INFO - Epoch [31][4100/7330] lr: 1.342e-06, eta: 15:57:19, time: 1.380, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1353, s0.acc: 95.1782, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2114, s1.loss_cls: 0.0627, s1.acc: 95.4210, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1045, s2.loss_cls: 0.0307, s2.acc: 95.4025, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0488, loss: 0.9898 2024-03-13 04:50:21,250 - mmdet - INFO - Epoch [31][4150/7330] lr: 1.342e-06, eta: 15:56:06, time: 1.371, data_time: 0.106, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1317, s0.acc: 95.1367, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2146, s1.loss_cls: 0.0608, s1.acc: 95.3920, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1061, s2.loss_cls: 0.0301, s2.acc: 95.2955, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0500, loss: 0.9860 2024-03-13 04:51:31,800 - mmdet - INFO - Epoch [31][4200/7330] lr: 1.342e-06, eta: 15:54:54, time: 1.411, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1371, s0.acc: 94.9663, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2161, s1.loss_cls: 0.0637, s1.acc: 95.2000, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1069, s2.loss_cls: 0.0318, s2.acc: 95.0560, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0507, loss: 1.0058 2024-03-13 04:52:49,313 - mmdet - INFO - Epoch [31][4250/7330] lr: 1.342e-06, eta: 15:53:43, time: 1.550, data_time: 0.203, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1427, s0.acc: 94.8679, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2196, s1.loss_cls: 0.0657, s1.acc: 95.2102, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1083, s2.loss_cls: 0.0330, s2.acc: 94.9957, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0508, loss: 1.0355 2024-03-13 04:54:02,735 - mmdet - INFO - Epoch [31][4300/7330] lr: 1.342e-06, eta: 15:52:31, time: 1.468, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1457, s0.acc: 94.6479, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2183, s1.loss_cls: 0.0669, s1.acc: 94.9653, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1076, s2.loss_cls: 0.0331, s2.acc: 94.9360, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0506, loss: 1.0447 2024-03-13 04:55:16,136 - mmdet - INFO - Epoch [31][4350/7330] lr: 1.342e-06, eta: 15:51:19, time: 1.468, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1356, s0.acc: 95.0425, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2096, s1.loss_cls: 0.0616, s1.acc: 95.4110, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1043, s2.loss_cls: 0.0306, s2.acc: 95.4150, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0491, loss: 0.9939 2024-03-13 04:56:29,952 - mmdet - INFO - Epoch [31][4400/7330] lr: 1.342e-06, eta: 15:50:07, time: 1.477, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1298, s0.acc: 95.2126, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2118, s1.loss_cls: 0.0601, s1.acc: 95.4546, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1047, s2.loss_cls: 0.0305, s2.acc: 95.3052, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0494, loss: 0.9705 2024-03-13 04:57:46,455 - mmdet - INFO - Epoch [31][4450/7330] lr: 1.342e-06, eta: 15:48:56, time: 1.530, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1424, s0.acc: 94.7903, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2206, s1.loss_cls: 0.0652, s1.acc: 95.1671, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1083, s2.loss_cls: 0.0321, s2.acc: 95.0708, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0508, loss: 1.0421 2024-03-13 04:59:01,270 - mmdet - INFO - Epoch [31][4500/7330] lr: 1.342e-06, eta: 15:47:45, time: 1.496, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1394, s0.acc: 94.8633, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2131, s1.loss_cls: 0.0641, s1.acc: 95.2067, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1059, s2.loss_cls: 0.0319, s2.acc: 95.0792, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0501, loss: 1.0029 2024-03-13 05:00:15,958 - mmdet - INFO - Epoch [31][4550/7330] lr: 1.342e-06, eta: 15:46:33, time: 1.494, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1335, s0.acc: 95.0825, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2136, s1.loss_cls: 0.0615, s1.acc: 95.3828, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1054, s2.loss_cls: 0.0307, s2.acc: 95.3097, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0497, loss: 0.9975 2024-03-13 05:01:30,841 - mmdet - INFO - Epoch [31][4600/7330] lr: 1.342e-06, eta: 15:45:22, time: 1.498, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1328, s0.acc: 95.1108, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2109, s1.loss_cls: 0.0613, s1.acc: 95.4299, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1043, s2.loss_cls: 0.0306, s2.acc: 95.3610, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0493, loss: 0.9861 2024-03-13 05:02:43,734 - mmdet - INFO - Epoch [31][4650/7330] lr: 1.342e-06, eta: 15:44:10, time: 1.458, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1325, s0.acc: 95.1689, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2184, s1.loss_cls: 0.0613, s1.acc: 95.4146, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1083, s2.loss_cls: 0.0308, s2.acc: 95.2309, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0510, loss: 1.0018 2024-03-13 05:03:53,153 - mmdet - INFO - Epoch [31][4700/7330] lr: 1.342e-06, eta: 15:42:57, time: 1.388, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1341, s0.acc: 95.1091, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2114, s1.loss_cls: 0.0609, s1.acc: 95.5019, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1044, s2.loss_cls: 0.0302, s2.acc: 95.5049, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0490, loss: 0.9884 2024-03-13 05:05:04,821 - mmdet - INFO - Epoch [31][4750/7330] lr: 1.342e-06, eta: 15:41:45, time: 1.433, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1329, s0.acc: 95.1145, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2097, s1.loss_cls: 0.0615, s1.acc: 95.4635, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1043, s2.loss_cls: 0.0303, s2.acc: 95.3868, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0496, loss: 0.9813 2024-03-13 05:06:16,194 - mmdet - INFO - Epoch [31][4800/7330] lr: 1.342e-06, eta: 15:40:33, time: 1.427, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1427, s0.acc: 94.7773, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2120, s1.loss_cls: 0.0652, s1.acc: 95.1526, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1053, s2.loss_cls: 0.0324, s2.acc: 95.0790, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0496, loss: 1.0200 2024-03-13 05:07:28,825 - mmdet - INFO - Epoch [31][4850/7330] lr: 1.342e-06, eta: 15:39:21, time: 1.453, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1366, s0.acc: 95.0242, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2134, s1.loss_cls: 0.0632, s1.acc: 95.3035, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1047, s2.loss_cls: 0.0310, s2.acc: 95.3114, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0496, loss: 0.9978 2024-03-13 05:08:43,260 - mmdet - INFO - Epoch [31][4900/7330] lr: 1.342e-06, eta: 15:38:09, time: 1.489, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1288, s0.acc: 95.2825, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2111, s1.loss_cls: 0.0593, s1.acc: 95.5723, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1046, s2.loss_cls: 0.0296, s2.acc: 95.3827, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0497, loss: 0.9742 2024-03-13 05:09:56,013 - mmdet - INFO - Epoch [31][4950/7330] lr: 1.342e-06, eta: 15:36:58, time: 1.455, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1448, s0.acc: 94.7222, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2178, s1.loss_cls: 0.0658, s1.acc: 95.0219, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1077, s2.loss_cls: 0.0329, s2.acc: 94.9344, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0507, loss: 1.0434 2024-03-13 05:11:08,423 - mmdet - INFO - Epoch [31][5000/7330] lr: 1.342e-06, eta: 15:35:46, time: 1.448, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1344, s0.acc: 95.0366, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2135, s1.loss_cls: 0.0614, s1.acc: 95.3955, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1065, s2.loss_cls: 0.0306, s2.acc: 95.3391, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0507, loss: 1.0008 2024-03-13 05:12:22,042 - mmdet - INFO - Epoch [31][5050/7330] lr: 1.342e-06, eta: 15:34:34, time: 1.472, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1274, s0.acc: 95.3103, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2146, s1.loss_cls: 0.0583, s1.acc: 95.6794, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1060, s2.loss_cls: 0.0288, s2.acc: 95.5452, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0500, loss: 0.9824 2024-03-13 05:13:36,840 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 05:13:36,841 - mmdet - INFO - Epoch [31][5100/7330] lr: 1.342e-06, eta: 15:33:22, time: 1.496, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1320, s0.acc: 95.1716, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2141, s1.loss_cls: 0.0609, s1.acc: 95.4732, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1057, s2.loss_cls: 0.0305, s2.acc: 95.3516, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0497, loss: 0.9853 2024-03-13 05:14:46,567 - mmdet - INFO - Epoch [31][5150/7330] lr: 1.342e-06, eta: 15:32:10, time: 1.395, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1352, s0.acc: 95.0432, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2127, s1.loss_cls: 0.0619, s1.acc: 95.3270, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1049, s2.loss_cls: 0.0308, s2.acc: 95.2808, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0495, loss: 1.0007 2024-03-13 05:15:59,756 - mmdet - INFO - Epoch [31][5200/7330] lr: 1.342e-06, eta: 15:30:58, time: 1.464, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1232, s0.acc: 95.5564, s0.loss_bbox: 0.1958, s0.loss_mask: 0.2101, s1.loss_cls: 0.0570, s1.acc: 95.8249, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1039, s2.loss_cls: 0.0286, s2.acc: 95.6633, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0488, loss: 0.9448 2024-03-13 05:17:14,244 - mmdet - INFO - Epoch [31][5250/7330] lr: 1.342e-06, eta: 15:29:47, time: 1.490, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1344, s0.acc: 95.0474, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2171, s1.loss_cls: 0.0624, s1.acc: 95.3500, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1059, s2.loss_cls: 0.0311, s2.acc: 95.2840, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0493, loss: 0.9913 2024-03-13 05:18:28,667 - mmdet - INFO - Epoch [31][5300/7330] lr: 1.342e-06, eta: 15:28:35, time: 1.488, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1342, s0.acc: 95.0195, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2110, s1.loss_cls: 0.0615, s1.acc: 95.3572, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1058, s2.loss_cls: 0.0305, s2.acc: 95.3383, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0501, loss: 0.9904 2024-03-13 05:19:42,209 - mmdet - INFO - Epoch [31][5350/7330] lr: 1.342e-06, eta: 15:27:23, time: 1.471, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1308, s0.acc: 95.2830, s0.loss_bbox: 0.1989, s0.loss_mask: 0.2071, s1.loss_cls: 0.0601, s1.acc: 95.6086, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1034, s2.loss_cls: 0.0299, s2.acc: 95.5076, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0489, loss: 0.9618 2024-03-13 05:20:56,271 - mmdet - INFO - Epoch [31][5400/7330] lr: 1.342e-06, eta: 15:26:11, time: 1.481, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1342, s0.acc: 95.0957, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2150, s1.loss_cls: 0.0626, s1.acc: 95.4013, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1059, s2.loss_cls: 0.0313, s2.acc: 95.2771, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0494, loss: 0.9971 2024-03-13 05:22:07,824 - mmdet - INFO - Epoch [31][5450/7330] lr: 1.342e-06, eta: 15:24:59, time: 1.431, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1373, s0.acc: 95.0388, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2177, s1.loss_cls: 0.0640, s1.acc: 95.2886, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1073, s2.loss_cls: 0.0316, s2.acc: 95.2526, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0506, loss: 1.0112 2024-03-13 05:23:14,347 - mmdet - INFO - Epoch [31][5500/7330] lr: 1.342e-06, eta: 15:23:46, time: 1.330, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1332, s0.acc: 95.1597, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2116, s1.loss_cls: 0.0625, s1.acc: 95.3652, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1041, s2.loss_cls: 0.0312, s2.acc: 95.2032, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0488, loss: 0.9869 2024-03-13 05:24:21,237 - mmdet - INFO - Epoch [31][5550/7330] lr: 1.342e-06, eta: 15:22:34, time: 1.338, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1238, s0.acc: 95.4329, s0.loss_bbox: 0.1986, s0.loss_mask: 0.2127, s1.loss_cls: 0.0569, s1.acc: 95.7587, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1051, s2.loss_cls: 0.0286, s2.acc: 95.6214, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0494, loss: 0.9551 2024-03-13 05:25:30,686 - mmdet - INFO - Epoch [31][5600/7330] lr: 1.342e-06, eta: 15:21:21, time: 1.389, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1338, s0.acc: 95.0754, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2220, s1.loss_cls: 0.0613, s1.acc: 95.4255, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1091, s2.loss_cls: 0.0310, s2.acc: 95.2740, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0517, loss: 1.0117 2024-03-13 05:26:41,183 - mmdet - INFO - Epoch [31][5650/7330] lr: 1.342e-06, eta: 15:20:09, time: 1.410, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1311, s0.acc: 95.1772, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2054, s1.loss_cls: 0.0604, s1.acc: 95.4388, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1019, s2.loss_cls: 0.0301, s2.acc: 95.3983, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0482, loss: 0.9634 2024-03-13 05:27:52,686 - mmdet - INFO - Epoch [31][5700/7330] lr: 1.342e-06, eta: 15:18:57, time: 1.430, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1348, s0.acc: 95.0400, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2170, s1.loss_cls: 0.0624, s1.acc: 95.2507, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1069, s2.loss_cls: 0.0315, s2.acc: 95.1141, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0500, loss: 1.0040 2024-03-13 05:29:01,074 - mmdet - INFO - Epoch [31][5750/7330] lr: 1.342e-06, eta: 15:17:44, time: 1.368, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1293, s0.acc: 95.2886, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2143, s1.loss_cls: 0.0590, s1.acc: 95.5450, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1051, s2.loss_cls: 0.0296, s2.acc: 95.4343, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0494, loss: 0.9719 2024-03-13 05:30:14,249 - mmdet - INFO - Epoch [31][5800/7330] lr: 1.342e-06, eta: 15:16:32, time: 1.463, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1320, s0.acc: 95.1482, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2114, s1.loss_cls: 0.0613, s1.acc: 95.4114, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1045, s2.loss_cls: 0.0305, s2.acc: 95.2796, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0491, loss: 0.9751 2024-03-13 05:31:23,225 - mmdet - INFO - Epoch [31][5850/7330] lr: 1.342e-06, eta: 15:15:20, time: 1.380, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1390, s0.acc: 94.8691, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2140, s1.loss_cls: 0.0644, s1.acc: 95.0981, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1062, s2.loss_cls: 0.0324, s2.acc: 94.9563, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0503, loss: 1.0211 2024-03-13 05:32:36,248 - mmdet - INFO - Epoch [31][5900/7330] lr: 1.342e-06, eta: 15:14:08, time: 1.460, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1376, s0.acc: 94.9460, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2127, s1.loss_cls: 0.0628, s1.acc: 95.2643, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1063, s2.loss_cls: 0.0314, s2.acc: 95.1546, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0502, loss: 1.0209 2024-03-13 05:33:48,888 - mmdet - INFO - Epoch [31][5950/7330] lr: 1.342e-06, eta: 15:12:56, time: 1.453, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1337, s0.acc: 95.0547, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2167, s1.loss_cls: 0.0612, s1.acc: 95.4094, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1067, s2.loss_cls: 0.0309, s2.acc: 95.2879, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0502, loss: 1.0033 2024-03-13 05:35:01,039 - mmdet - INFO - Epoch [31][6000/7330] lr: 1.342e-06, eta: 15:11:44, time: 1.443, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1347, s0.acc: 95.0249, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2155, s1.loss_cls: 0.0631, s1.acc: 95.2556, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1058, s2.loss_cls: 0.0313, s2.acc: 95.2207, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0499, loss: 0.9983 2024-03-13 05:36:17,002 - mmdet - INFO - Epoch [31][6050/7330] lr: 1.342e-06, eta: 15:10:33, time: 1.519, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1383, s0.acc: 94.9607, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2135, s1.loss_cls: 0.0630, s1.acc: 95.3161, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1057, s2.loss_cls: 0.0321, s2.acc: 95.1438, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0498, loss: 1.0155 2024-03-13 05:37:33,422 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 05:37:33,423 - mmdet - INFO - Epoch [31][6100/7330] lr: 1.342e-06, eta: 15:09:21, time: 1.528, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1447, s0.acc: 94.6624, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2191, s1.loss_cls: 0.0662, s1.acc: 95.0161, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1093, s2.loss_cls: 0.0333, s2.acc: 94.8281, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0518, loss: 1.0569 2024-03-13 05:38:47,780 - mmdet - INFO - Epoch [31][6150/7330] lr: 1.342e-06, eta: 15:08:10, time: 1.487, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1270, s0.acc: 95.4355, s0.loss_bbox: 0.2003, s0.loss_mask: 0.2095, s1.loss_cls: 0.0574, s1.acc: 95.8335, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1037, s2.loss_cls: 0.0286, s2.acc: 95.7186, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0493, loss: 0.9581 2024-03-13 05:40:01,193 - mmdet - INFO - Epoch [31][6200/7330] lr: 1.342e-06, eta: 15:06:58, time: 1.468, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1354, s0.acc: 94.9739, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2135, s1.loss_cls: 0.0616, s1.acc: 95.2953, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1060, s2.loss_cls: 0.0309, s2.acc: 95.2231, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0501, loss: 1.0052 2024-03-13 05:41:11,367 - mmdet - INFO - Epoch [31][6250/7330] lr: 1.342e-06, eta: 15:05:46, time: 1.403, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1414, s0.acc: 94.8960, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2114, s1.loss_cls: 0.0661, s1.acc: 95.1802, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1046, s2.loss_cls: 0.0331, s2.acc: 94.9898, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0491, loss: 1.0191 2024-03-13 05:42:21,536 - mmdet - INFO - Epoch [31][6300/7330] lr: 1.342e-06, eta: 15:04:33, time: 1.403, data_time: 0.211, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1360, s0.acc: 95.0566, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2165, s1.loss_cls: 0.0628, s1.acc: 95.3272, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1070, s2.loss_cls: 0.0316, s2.acc: 95.1569, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0506, loss: 1.0098 2024-03-13 05:43:37,310 - mmdet - INFO - Epoch [31][6350/7330] lr: 1.342e-06, eta: 15:03:22, time: 1.515, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1369, s0.acc: 95.0107, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2122, s1.loss_cls: 0.0622, s1.acc: 95.3465, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1056, s2.loss_cls: 0.0311, s2.acc: 95.2570, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0499, loss: 1.0020 2024-03-13 05:44:50,934 - mmdet - INFO - Epoch [31][6400/7330] lr: 1.342e-06, eta: 15:02:10, time: 1.472, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1381, s0.acc: 94.8538, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2203, s1.loss_cls: 0.0640, s1.acc: 95.1492, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1093, s2.loss_cls: 0.0319, s2.acc: 95.0633, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0514, loss: 1.0327 2024-03-13 05:46:01,856 - mmdet - INFO - Epoch [31][6450/7330] lr: 1.342e-06, eta: 15:00:58, time: 1.418, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1310, s0.acc: 95.2427, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2180, s1.loss_cls: 0.0611, s1.acc: 95.4578, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1070, s2.loss_cls: 0.0307, s2.acc: 95.2932, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0498, loss: 0.9920 2024-03-13 05:47:10,695 - mmdet - INFO - Epoch [31][6500/7330] lr: 1.342e-06, eta: 14:59:45, time: 1.377, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1350, s0.acc: 95.1125, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2165, s1.loss_cls: 0.0623, s1.acc: 95.3930, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1068, s2.loss_cls: 0.0315, s2.acc: 95.1442, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0498, loss: 0.9980 2024-03-13 05:48:18,865 - mmdet - INFO - Epoch [31][6550/7330] lr: 1.342e-06, eta: 14:58:33, time: 1.363, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1249, s0.acc: 95.4153, s0.loss_bbox: 0.1999, s0.loss_mask: 0.2118, s1.loss_cls: 0.0565, s1.acc: 95.7049, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1043, s2.loss_cls: 0.0288, s2.acc: 95.5451, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0491, loss: 0.9536 2024-03-13 05:49:32,086 - mmdet - INFO - Epoch [31][6600/7330] lr: 1.342e-06, eta: 14:57:21, time: 1.464, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1362, s0.acc: 95.0811, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2128, s1.loss_cls: 0.0627, s1.acc: 95.4179, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1063, s2.loss_cls: 0.0316, s2.acc: 95.2290, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0501, loss: 1.0018 2024-03-13 05:50:45,723 - mmdet - INFO - Epoch [31][6650/7330] lr: 1.342e-06, eta: 14:56:09, time: 1.473, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1318, s0.acc: 95.2444, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2150, s1.loss_cls: 0.0612, s1.acc: 95.4560, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1068, s2.loss_cls: 0.0310, s2.acc: 95.2738, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0506, loss: 0.9928 2024-03-13 05:51:56,674 - mmdet - INFO - Epoch [31][6700/7330] lr: 1.342e-06, eta: 14:54:57, time: 1.419, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1436, s0.acc: 94.8401, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2158, s1.loss_cls: 0.0669, s1.acc: 95.1216, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1067, s2.loss_cls: 0.0329, s2.acc: 95.0513, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0506, loss: 1.0153 2024-03-13 05:53:05,890 - mmdet - INFO - Epoch [31][6750/7330] lr: 1.342e-06, eta: 14:53:44, time: 1.384, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1312, s0.acc: 95.2637, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2145, s1.loss_cls: 0.0600, s1.acc: 95.5978, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1063, s2.loss_cls: 0.0301, s2.acc: 95.4464, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0500, loss: 0.9902 2024-03-13 05:54:17,763 - mmdet - INFO - Epoch [31][6800/7330] lr: 1.342e-06, eta: 14:52:32, time: 1.437, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1377, s0.acc: 94.9209, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2157, s1.loss_cls: 0.0644, s1.acc: 95.2321, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1071, s2.loss_cls: 0.0321, s2.acc: 95.0926, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0505, loss: 1.0192 2024-03-13 05:55:30,745 - mmdet - INFO - Epoch [31][6850/7330] lr: 1.342e-06, eta: 14:51:21, time: 1.460, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1337, s0.acc: 95.1655, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2104, s1.loss_cls: 0.0615, s1.acc: 95.4146, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1050, s2.loss_cls: 0.0306, s2.acc: 95.3717, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0500, loss: 0.9794 2024-03-13 05:56:43,393 - mmdet - INFO - Epoch [31][6900/7330] lr: 1.342e-06, eta: 14:50:09, time: 1.453, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1269, s0.acc: 95.4231, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2057, s1.loss_cls: 0.0580, s1.acc: 95.7737, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1032, s2.loss_cls: 0.0288, s2.acc: 95.6901, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0492, loss: 0.9586 2024-03-13 05:57:55,040 - mmdet - INFO - Epoch [31][6950/7330] lr: 1.342e-06, eta: 14:48:57, time: 1.433, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1328, s0.acc: 95.1963, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2126, s1.loss_cls: 0.0609, s1.acc: 95.5114, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1042, s2.loss_cls: 0.0301, s2.acc: 95.4054, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0488, loss: 0.9738 2024-03-13 05:59:07,369 - mmdet - INFO - Epoch [31][7000/7330] lr: 1.342e-06, eta: 14:47:45, time: 1.447, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1374, s0.acc: 94.9836, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2181, s1.loss_cls: 0.0629, s1.acc: 95.3572, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1067, s2.loss_cls: 0.0315, s2.acc: 95.1986, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0500, loss: 1.0168 2024-03-13 06:00:15,760 - mmdet - INFO - Epoch [31][7050/7330] lr: 1.342e-06, eta: 14:46:32, time: 1.368, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1271, s0.acc: 95.3296, s0.loss_bbox: 0.2017, s0.loss_mask: 0.2106, s1.loss_cls: 0.0583, s1.acc: 95.6707, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1049, s2.loss_cls: 0.0297, s2.acc: 95.5884, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0497, loss: 0.9693 2024-03-13 06:01:27,614 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 06:01:27,614 - mmdet - INFO - Epoch [31][7100/7330] lr: 1.342e-06, eta: 14:45:20, time: 1.437, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1329, s0.acc: 95.2427, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2068, s1.loss_cls: 0.0598, s1.acc: 95.6942, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1033, s2.loss_cls: 0.0295, s2.acc: 95.5498, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0488, loss: 0.9682 2024-03-13 06:02:36,420 - mmdet - INFO - Epoch [31][7150/7330] lr: 1.342e-06, eta: 14:44:07, time: 1.376, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1365, s0.acc: 95.0037, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2129, s1.loss_cls: 0.0629, s1.acc: 95.3669, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1054, s2.loss_cls: 0.0315, s2.acc: 95.2396, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0497, loss: 0.9964 2024-03-13 06:03:52,247 - mmdet - INFO - Epoch [31][7200/7330] lr: 1.342e-06, eta: 14:42:56, time: 1.517, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1273, s0.acc: 95.3774, s0.loss_bbox: 0.2013, s0.loss_mask: 0.2082, s1.loss_cls: 0.0589, s1.acc: 95.6660, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1045, s2.loss_cls: 0.0298, s2.acc: 95.5438, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0496, loss: 0.9610 2024-03-13 06:05:05,093 - mmdet - INFO - Epoch [31][7250/7330] lr: 1.342e-06, eta: 14:41:44, time: 1.457, data_time: 0.261, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1392, s0.acc: 94.9504, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2168, s1.loss_cls: 0.0635, s1.acc: 95.3137, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1076, s2.loss_cls: 0.0316, s2.acc: 95.2305, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0504, loss: 1.0186 2024-03-13 06:06:17,881 - mmdet - INFO - Epoch [31][7300/7330] lr: 1.342e-06, eta: 14:40:32, time: 1.456, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1507, s0.acc: 94.5330, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2149, s1.loss_cls: 0.0689, s1.acc: 94.8878, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1050, s2.loss_cls: 0.0340, s2.acc: 94.8260, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0491, loss: 1.0512 2024-03-13 06:06:52,665 - mmdet - INFO - Saving checkpoint at 31 epochs 2024-03-13 06:12:18,611 - mmdet - INFO - Evaluating bbox... 2024-03-13 06:12:51,326 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.513 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.702 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.556 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.349 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.547 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.661 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.480 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.673 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.782 2024-03-13 06:12:51,326 - mmdet - INFO - Evaluating segm... 2024-03-13 06:13:24,591 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.444 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.676 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.481 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.246 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.475 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.627 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.560 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.560 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.560 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.400 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 ] = 0.713 2024-03-13 06:13:25,128 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 06:13:25,131 - mmdet - INFO - Epoch(val) [31][1250] bbox_mAP: 0.5130, bbox_mAP_50: 0.7020, bbox_mAP_75: 0.5560, bbox_mAP_s: 0.3490, bbox_mAP_m: 0.5470, bbox_mAP_l: 0.6610, bbox_mAP_copypaste: 0.513 0.702 0.556 0.349 0.547 0.661, segm_mAP: 0.4440, segm_mAP_50: 0.6760, segm_mAP_75: 0.4810, segm_mAP_s: 0.2460, segm_mAP_m: 0.4750, segm_mAP_l: 0.6270, segm_mAP_copypaste: 0.444 0.676 0.481 0.246 0.475 0.627 2024-03-13 06:14:37,475 - mmdet - INFO - Epoch [32][50/7330] lr: 1.342e-06, eta: 14:38:30, time: 1.446, data_time: 0.222, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1321, s0.acc: 95.1646, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2110, s1.loss_cls: 0.0608, s1.acc: 95.5019, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1048, s2.loss_cls: 0.0301, s2.acc: 95.3205, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0492, loss: 0.9833 2024-03-13 06:15:53,932 - mmdet - INFO - Epoch [32][100/7330] lr: 1.342e-06, eta: 14:37:19, time: 1.529, data_time: 0.109, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1399, s0.acc: 94.8970, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2177, s1.loss_cls: 0.0645, s1.acc: 95.1782, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1077, s2.loss_cls: 0.0322, s2.acc: 95.0506, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0509, loss: 1.0281 2024-03-13 06:17:08,371 - mmdet - INFO - Epoch [32][150/7330] lr: 1.342e-06, eta: 14:36:07, time: 1.489, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1279, s0.acc: 95.3076, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2087, s1.loss_cls: 0.0583, s1.acc: 95.6355, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1041, s2.loss_cls: 0.0292, s2.acc: 95.5636, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0492, loss: 0.9669 2024-03-13 06:18:17,826 - mmdet - INFO - Epoch [32][200/7330] lr: 1.342e-06, eta: 14:34:55, time: 1.389, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1312, s0.acc: 95.2239, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2135, s1.loss_cls: 0.0600, s1.acc: 95.5761, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1058, s2.loss_cls: 0.0301, s2.acc: 95.4199, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0501, loss: 0.9826 2024-03-13 06:19:32,459 - mmdet - INFO - Epoch [32][250/7330] lr: 1.342e-06, eta: 14:33:43, time: 1.492, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1285, s0.acc: 95.3049, s0.loss_bbox: 0.2023, s0.loss_mask: 0.2117, s1.loss_cls: 0.0593, s1.acc: 95.6212, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1046, s2.loss_cls: 0.0291, s2.acc: 95.5374, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0497, loss: 0.9699 2024-03-13 06:20:47,872 - mmdet - INFO - Epoch [32][300/7330] lr: 1.342e-06, eta: 14:32:32, time: 1.508, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1327, s0.acc: 95.1260, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2104, s1.loss_cls: 0.0618, s1.acc: 95.3805, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1040, s2.loss_cls: 0.0303, s2.acc: 95.4113, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0490, loss: 0.9799 2024-03-13 06:21:57,653 - mmdet - INFO - Epoch [32][350/7330] lr: 1.342e-06, eta: 14:31:19, time: 1.396, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1328, s0.acc: 95.1162, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2172, s1.loss_cls: 0.0608, s1.acc: 95.4220, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1069, s2.loss_cls: 0.0306, s2.acc: 95.2674, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0498, loss: 0.9998 2024-03-13 06:23:13,980 - mmdet - INFO - Epoch [32][400/7330] lr: 1.342e-06, eta: 14:30:08, time: 1.527, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1361, s0.acc: 95.0798, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2087, s1.loss_cls: 0.0620, s1.acc: 95.4541, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1027, s2.loss_cls: 0.0309, s2.acc: 95.2929, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0487, loss: 0.9898 2024-03-13 06:24:28,065 - mmdet - INFO - Epoch [32][450/7330] lr: 1.342e-06, eta: 14:28:56, time: 1.482, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1357, s0.acc: 95.0750, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2150, s1.loss_cls: 0.0617, s1.acc: 95.3412, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1061, s2.loss_cls: 0.0311, s2.acc: 95.1373, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0501, loss: 0.9966 2024-03-13 06:25:40,876 - mmdet - INFO - Epoch [32][500/7330] lr: 1.342e-06, eta: 14:27:44, time: 1.456, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1390, s0.acc: 94.9453, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2167, s1.loss_cls: 0.0630, s1.acc: 95.2893, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1076, s2.loss_cls: 0.0318, s2.acc: 95.1301, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0508, loss: 1.0290 2024-03-13 06:26:52,969 - mmdet - INFO - Epoch [32][550/7330] lr: 1.342e-06, eta: 14:26:32, time: 1.442, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1404, s0.acc: 94.8843, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2209, s1.loss_cls: 0.0647, s1.acc: 95.1897, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1085, s2.loss_cls: 0.0320, s2.acc: 95.0840, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0509, loss: 1.0360 2024-03-13 06:28:05,158 - mmdet - INFO - Epoch [32][600/7330] lr: 1.342e-06, eta: 14:25:20, time: 1.444, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1311, s0.acc: 95.1838, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2108, s1.loss_cls: 0.0612, s1.acc: 95.4468, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1041, s2.loss_cls: 0.0302, s2.acc: 95.3347, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0488, loss: 0.9729 2024-03-13 06:29:19,987 - mmdet - INFO - Epoch [32][650/7330] lr: 1.342e-06, eta: 14:24:09, time: 1.497, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1291, s0.acc: 95.2778, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2120, s1.loss_cls: 0.0585, s1.acc: 95.6485, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1050, s2.loss_cls: 0.0293, s2.acc: 95.5406, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0497, loss: 0.9756 2024-03-13 06:30:38,952 - mmdet - INFO - Epoch [32][700/7330] lr: 1.342e-06, eta: 14:22:58, time: 1.579, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1325, s0.acc: 95.2065, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2130, s1.loss_cls: 0.0605, s1.acc: 95.5637, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1052, s2.loss_cls: 0.0302, s2.acc: 95.4756, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0494, loss: 0.9854 2024-03-13 06:31:54,076 - mmdet - INFO - Epoch [32][750/7330] lr: 1.342e-06, eta: 14:21:46, time: 1.502, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1394, s0.acc: 94.8674, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2133, s1.loss_cls: 0.0646, s1.acc: 95.2148, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1052, s2.loss_cls: 0.0323, s2.acc: 95.1343, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0496, loss: 1.0152 2024-03-13 06:33:05,354 - mmdet - INFO - Epoch [32][800/7330] lr: 1.342e-06, eta: 14:20:34, time: 1.426, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1337, s0.acc: 95.0830, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2120, s1.loss_cls: 0.0621, s1.acc: 95.3382, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1050, s2.loss_cls: 0.0309, s2.acc: 95.2194, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0493, loss: 0.9926 2024-03-13 06:34:18,835 - mmdet - INFO - Epoch [32][850/7330] lr: 1.342e-06, eta: 14:19:22, time: 1.470, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1310, s0.acc: 95.1589, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2116, s1.loss_cls: 0.0602, s1.acc: 95.4446, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1040, s2.loss_cls: 0.0303, s2.acc: 95.3146, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0489, loss: 0.9720 2024-03-13 06:35:29,319 - mmdet - INFO - Epoch [32][900/7330] lr: 1.342e-06, eta: 14:18:10, time: 1.409, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1281, s0.acc: 95.2998, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2148, s1.loss_cls: 0.0586, s1.acc: 95.5919, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1069, s2.loss_cls: 0.0295, s2.acc: 95.4163, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0503, loss: 0.9828 2024-03-13 06:36:43,445 - mmdet - INFO - Epoch [32][950/7330] lr: 1.342e-06, eta: 14:16:59, time: 1.483, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1345, s0.acc: 95.0820, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2122, s1.loss_cls: 0.0626, s1.acc: 95.3355, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1042, s2.loss_cls: 0.0313, s2.acc: 95.2421, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0490, loss: 0.9982 2024-03-13 06:37:53,203 - mmdet - INFO - Epoch [32][1000/7330] lr: 1.342e-06, eta: 14:15:46, time: 1.395, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1269, s0.acc: 95.2625, s0.loss_bbox: 0.1982, s0.loss_mask: 0.2118, s1.loss_cls: 0.0579, s1.acc: 95.5615, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1049, s2.loss_cls: 0.0292, s2.acc: 95.4020, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0495, loss: 0.9570 2024-03-13 06:39:00,348 - mmdet - INFO - Epoch [32][1050/7330] lr: 1.342e-06, eta: 14:14:33, time: 1.343, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1334, s0.acc: 95.1106, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2113, s1.loss_cls: 0.0611, s1.acc: 95.4197, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1048, s2.loss_cls: 0.0306, s2.acc: 95.2482, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0492, loss: 0.9878 2024-03-13 06:40:14,646 - mmdet - INFO - Epoch [32][1100/7330] lr: 1.342e-06, eta: 14:13:22, time: 1.486, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1215, s0.acc: 95.5996, s0.loss_bbox: 0.1961, s0.loss_mask: 0.2130, s1.loss_cls: 0.0549, s1.acc: 95.9025, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1054, s2.loss_cls: 0.0273, s2.acc: 95.8546, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0495, loss: 0.9448 2024-03-13 06:41:22,450 - mmdet - INFO - Epoch [32][1150/7330] lr: 1.342e-06, eta: 14:12:09, time: 1.356, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1319, s0.acc: 95.1973, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2103, s1.loss_cls: 0.0603, s1.acc: 95.5527, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1054, s2.loss_cls: 0.0307, s2.acc: 95.3519, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0499, loss: 0.9767 2024-03-13 06:42:35,890 - mmdet - INFO - Epoch [32][1200/7330] lr: 1.342e-06, eta: 14:10:57, time: 1.468, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1269, s0.acc: 95.3389, s0.loss_bbox: 0.1953, s0.loss_mask: 0.2066, s1.loss_cls: 0.0583, s1.acc: 95.6813, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1023, s2.loss_cls: 0.0294, s2.acc: 95.4839, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0481, loss: 0.9435 2024-03-13 06:43:47,068 - mmdet - INFO - Epoch [32][1250/7330] lr: 1.342e-06, eta: 14:09:45, time: 1.424, data_time: 0.218, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1434, s0.acc: 94.7583, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2209, s1.loss_cls: 0.0666, s1.acc: 95.1316, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1076, s2.loss_cls: 0.0330, s2.acc: 94.9373, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0507, loss: 1.0512 2024-03-13 06:44:58,521 - mmdet - INFO - Epoch [32][1300/7330] lr: 1.342e-06, eta: 14:08:33, time: 1.429, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1287, s0.acc: 95.3008, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2147, s1.loss_cls: 0.0588, s1.acc: 95.6122, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1064, s2.loss_cls: 0.0290, s2.acc: 95.4810, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0500, loss: 0.9795 2024-03-13 06:46:12,876 - mmdet - INFO - Epoch [32][1350/7330] lr: 1.342e-06, eta: 14:07:21, time: 1.487, data_time: 0.119, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1361, s0.acc: 95.0249, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2134, s1.loss_cls: 0.0622, s1.acc: 95.3878, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1066, s2.loss_cls: 0.0311, s2.acc: 95.2981, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0504, loss: 0.9992 2024-03-13 06:47:26,811 - mmdet - INFO - Epoch [32][1400/7330] lr: 1.342e-06, eta: 14:06:10, time: 1.479, data_time: 0.219, memory: 17966, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1299, s0.acc: 95.2041, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2102, s1.loss_cls: 0.0607, s1.acc: 95.4850, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1038, s2.loss_cls: 0.0302, s2.acc: 95.3979, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0487, loss: 0.9714 2024-03-13 06:48:39,503 - mmdet - INFO - Epoch [32][1450/7330] lr: 1.342e-06, eta: 14:04:58, time: 1.454, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1299, s0.acc: 95.2224, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2175, s1.loss_cls: 0.0606, s1.acc: 95.5184, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1066, s2.loss_cls: 0.0302, s2.acc: 95.3207, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0500, loss: 0.9856 2024-03-13 06:49:49,672 - mmdet - INFO - Epoch [32][1500/7330] lr: 1.342e-06, eta: 14:03:45, time: 1.403, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1327, s0.acc: 95.2053, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2101, s1.loss_cls: 0.0610, s1.acc: 95.4905, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1038, s2.loss_cls: 0.0301, s2.acc: 95.4536, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0489, loss: 0.9806 2024-03-13 06:51:00,395 - mmdet - INFO - Epoch [32][1550/7330] lr: 1.342e-06, eta: 14:02:33, time: 1.415, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1381, s0.acc: 95.0474, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2139, s1.loss_cls: 0.0640, s1.acc: 95.2545, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1061, s2.loss_cls: 0.0319, s2.acc: 95.1587, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0503, loss: 0.9997 2024-03-13 06:52:15,444 - mmdet - INFO - Epoch [32][1600/7330] lr: 1.342e-06, eta: 14:01:22, time: 1.501, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1351, s0.acc: 95.0955, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2092, s1.loss_cls: 0.0619, s1.acc: 95.3769, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1043, s2.loss_cls: 0.0308, s2.acc: 95.2845, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0491, loss: 0.9828 2024-03-13 06:53:27,655 - mmdet - INFO - Epoch [32][1650/7330] lr: 1.342e-06, eta: 14:00:10, time: 1.444, data_time: 0.202, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1331, s0.acc: 95.1787, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2129, s1.loss_cls: 0.0597, s1.acc: 95.5305, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1047, s2.loss_cls: 0.0299, s2.acc: 95.4708, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0493, loss: 0.9884 2024-03-13 06:54:39,418 - mmdet - INFO - Epoch [32][1700/7330] lr: 1.342e-06, eta: 13:58:58, time: 1.435, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1373, s0.acc: 95.0710, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2153, s1.loss_cls: 0.0628, s1.acc: 95.3875, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1072, s2.loss_cls: 0.0316, s2.acc: 95.2085, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0507, loss: 1.0145 2024-03-13 06:55:47,155 - mmdet - INFO - Epoch [32][1750/7330] lr: 1.342e-06, eta: 13:57:45, time: 1.354, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1291, s0.acc: 95.2642, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2135, s1.loss_cls: 0.0582, s1.acc: 95.6526, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1056, s2.loss_cls: 0.0297, s2.acc: 95.4741, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0496, loss: 0.9849 2024-03-13 06:56:59,040 - mmdet - INFO - Epoch [32][1800/7330] lr: 1.342e-06, eta: 13:56:33, time: 1.438, data_time: 0.214, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1424, s0.acc: 94.7852, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2183, s1.loss_cls: 0.0658, s1.acc: 95.0376, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1074, s2.loss_cls: 0.0329, s2.acc: 94.9809, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0503, loss: 1.0391 2024-03-13 06:58:10,169 - mmdet - INFO - Epoch [32][1850/7330] lr: 1.342e-06, eta: 13:55:21, time: 1.423, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1312, s0.acc: 95.0771, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2134, s1.loss_cls: 0.0610, s1.acc: 95.3069, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1065, s2.loss_cls: 0.0306, s2.acc: 95.2317, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0505, loss: 0.9873 2024-03-13 06:59:21,582 - mmdet - INFO - Epoch [32][1900/7330] lr: 1.342e-06, eta: 13:54:09, time: 1.428, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1374, s0.acc: 95.0085, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2155, s1.loss_cls: 0.0634, s1.acc: 95.3437, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1084, s2.loss_cls: 0.0314, s2.acc: 95.2732, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0514, loss: 1.0196 2024-03-13 07:00:28,384 - mmdet - INFO - Epoch [32][1950/7330] lr: 1.342e-06, eta: 13:52:56, time: 1.336, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1327, s0.acc: 95.1580, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2104, s1.loss_cls: 0.0607, s1.acc: 95.4841, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1041, s2.loss_cls: 0.0301, s2.acc: 95.3681, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0493, loss: 0.9940 2024-03-13 07:01:40,759 - mmdet - INFO - Epoch [32][2000/7330] lr: 1.342e-06, eta: 13:51:44, time: 1.447, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1378, s0.acc: 94.9666, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2118, s1.loss_cls: 0.0618, s1.acc: 95.3832, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1048, s2.loss_cls: 0.0308, s2.acc: 95.3005, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0494, loss: 1.0063 2024-03-13 07:02:54,266 - mmdet - INFO - Epoch [32][2050/7330] lr: 1.342e-06, eta: 13:50:32, time: 1.470, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1322, s0.acc: 95.2712, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2053, s1.loss_cls: 0.0604, s1.acc: 95.6565, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1024, s2.loss_cls: 0.0302, s2.acc: 95.5584, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0483, loss: 0.9668 2024-03-13 07:04:07,591 - mmdet - INFO - Epoch [32][2100/7330] lr: 1.342e-06, eta: 13:49:20, time: 1.467, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1309, s0.acc: 95.2463, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2113, s1.loss_cls: 0.0594, s1.acc: 95.6421, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1053, s2.loss_cls: 0.0294, s2.acc: 95.5715, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0496, loss: 0.9720 2024-03-13 07:05:17,412 - mmdet - INFO - Epoch [32][2150/7330] lr: 1.342e-06, eta: 13:48:08, time: 1.396, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1335, s0.acc: 95.0789, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2145, s1.loss_cls: 0.0607, s1.acc: 95.4315, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1069, s2.loss_cls: 0.0311, s2.acc: 95.1889, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0508, loss: 0.9889 2024-03-13 07:06:29,718 - mmdet - INFO - Epoch [32][2200/7330] lr: 1.342e-06, eta: 13:46:56, time: 1.446, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1231, s0.acc: 95.4932, s0.loss_bbox: 0.1923, s0.loss_mask: 0.2085, s1.loss_cls: 0.0563, s1.acc: 95.7616, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1035, s2.loss_cls: 0.0284, s2.acc: 95.6887, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0489, loss: 0.9355 2024-03-13 07:07:41,656 - mmdet - INFO - Epoch [32][2250/7330] lr: 1.342e-06, eta: 13:45:44, time: 1.439, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1371, s0.acc: 95.0190, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2140, s1.loss_cls: 0.0629, s1.acc: 95.3150, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1057, s2.loss_cls: 0.0313, s2.acc: 95.2573, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0495, loss: 1.0101 2024-03-13 07:09:00,164 - mmdet - INFO - Epoch [32][2300/7330] lr: 1.342e-06, eta: 13:44:33, time: 1.570, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1384, s0.acc: 95.0076, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2142, s1.loss_cls: 0.0633, s1.acc: 95.3090, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1053, s2.loss_cls: 0.0313, s2.acc: 95.2010, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0498, loss: 1.0082 2024-03-13 07:10:07,923 - mmdet - INFO - Epoch [32][2350/7330] lr: 1.342e-06, eta: 13:43:20, time: 1.355, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1273, s0.acc: 95.3413, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2067, s1.loss_cls: 0.0591, s1.acc: 95.6370, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1029, s2.loss_cls: 0.0295, s2.acc: 95.5963, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0484, loss: 0.9674 2024-03-13 07:11:21,452 - mmdet - INFO - Epoch [32][2400/7330] lr: 1.342e-06, eta: 13:42:09, time: 1.471, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1284, s0.acc: 95.2754, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2082, s1.loss_cls: 0.0592, s1.acc: 95.5802, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1033, s2.loss_cls: 0.0292, s2.acc: 95.5276, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0487, loss: 0.9619 2024-03-13 07:12:34,916 - mmdet - INFO - Epoch [32][2450/7330] lr: 1.342e-06, eta: 13:40:57, time: 1.469, data_time: 0.119, memory: 17966, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1387, s0.acc: 94.9978, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2101, s1.loss_cls: 0.0634, s1.acc: 95.2860, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1042, s2.loss_cls: 0.0321, s2.acc: 95.0653, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0492, loss: 1.0061 2024-03-13 07:13:49,401 - mmdet - INFO - Epoch [32][2500/7330] lr: 1.342e-06, eta: 13:39:45, time: 1.490, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1302, s0.acc: 95.1929, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2061, s1.loss_cls: 0.0599, s1.acc: 95.5253, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1032, s2.loss_cls: 0.0303, s2.acc: 95.3514, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0489, loss: 0.9659 2024-03-13 07:15:00,982 - mmdet - INFO - Epoch [32][2550/7330] lr: 1.342e-06, eta: 13:38:33, time: 1.432, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1306, s0.acc: 95.1204, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2137, s1.loss_cls: 0.0608, s1.acc: 95.3956, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1045, s2.loss_cls: 0.0306, s2.acc: 95.2488, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0493, loss: 0.9872 2024-03-13 07:16:14,325 - mmdet - INFO - Epoch [32][2600/7330] lr: 1.342e-06, eta: 13:37:21, time: 1.467, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1305, s0.acc: 95.2009, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2082, s1.loss_cls: 0.0615, s1.acc: 95.4646, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1036, s2.loss_cls: 0.0313, s2.acc: 95.2194, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0489, loss: 0.9747 2024-03-13 07:17:28,417 - mmdet - INFO - Epoch [32][2650/7330] lr: 1.342e-06, eta: 13:36:09, time: 1.482, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1285, s0.acc: 95.2400, s0.loss_bbox: 0.2015, s0.loss_mask: 0.2152, s1.loss_cls: 0.0604, s1.acc: 95.4697, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1078, s2.loss_cls: 0.0303, s2.acc: 95.3395, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0507, loss: 0.9772 2024-03-13 07:18:42,573 - mmdet - INFO - Epoch [32][2700/7330] lr: 1.342e-06, eta: 13:34:58, time: 1.483, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1371, s0.acc: 94.9861, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2108, s1.loss_cls: 0.0624, s1.acc: 95.3958, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1047, s2.loss_cls: 0.0314, s2.acc: 95.3168, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0494, loss: 0.9970 2024-03-13 07:19:58,177 - mmdet - INFO - Epoch [32][2750/7330] lr: 1.342e-06, eta: 13:33:46, time: 1.512, data_time: 0.216, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1322, s0.acc: 95.2708, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2043, s1.loss_cls: 0.0601, s1.acc: 95.6551, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1022, s2.loss_cls: 0.0300, s2.acc: 95.5523, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0485, loss: 0.9684 2024-03-13 07:21:11,346 - mmdet - INFO - Epoch [32][2800/7330] lr: 1.342e-06, eta: 13:32:34, time: 1.464, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1386, s0.acc: 94.8750, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2135, s1.loss_cls: 0.0647, s1.acc: 95.1279, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1046, s2.loss_cls: 0.0323, s2.acc: 95.0069, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0491, loss: 1.0137 2024-03-13 07:22:23,458 - mmdet - INFO - Epoch [32][2850/7330] lr: 1.342e-06, eta: 13:31:22, time: 1.442, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1327, s0.acc: 95.1719, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2082, s1.loss_cls: 0.0618, s1.acc: 95.3992, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1035, s2.loss_cls: 0.0310, s2.acc: 95.2922, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0492, loss: 0.9771 2024-03-13 07:23:39,313 - mmdet - INFO - Epoch [32][2900/7330] lr: 1.342e-06, eta: 13:30:11, time: 1.517, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1382, s0.acc: 94.9802, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2152, s1.loss_cls: 0.0638, s1.acc: 95.2969, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1065, s2.loss_cls: 0.0318, s2.acc: 95.1183, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0504, loss: 1.0117 2024-03-13 07:24:49,244 - mmdet - INFO - Epoch [32][2950/7330] lr: 1.342e-06, eta: 13:28:59, time: 1.399, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1319, s0.acc: 95.1829, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2137, s1.loss_cls: 0.0602, s1.acc: 95.4734, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1053, s2.loss_cls: 0.0303, s2.acc: 95.3118, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0496, loss: 0.9932 2024-03-13 07:26:03,677 - mmdet - INFO - Epoch [32][3000/7330] lr: 1.342e-06, eta: 13:27:47, time: 1.488, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1443, s0.acc: 94.6277, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2135, s1.loss_cls: 0.0671, s1.acc: 94.9713, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1048, s2.loss_cls: 0.0333, s2.acc: 94.7744, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0491, loss: 1.0334 2024-03-13 07:27:17,754 - mmdet - INFO - Epoch [32][3050/7330] lr: 1.342e-06, eta: 13:26:35, time: 1.482, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1301, s0.acc: 95.2021, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2146, s1.loss_cls: 0.0603, s1.acc: 95.5175, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1069, s2.loss_cls: 0.0298, s2.acc: 95.4239, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0509, loss: 0.9827 2024-03-13 07:28:30,767 - mmdet - INFO - Epoch [32][3100/7330] lr: 1.342e-06, eta: 13:25:23, time: 1.460, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1373, s0.acc: 95.0066, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2138, s1.loss_cls: 0.0630, s1.acc: 95.3390, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1071, s2.loss_cls: 0.0315, s2.acc: 95.2271, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0506, loss: 1.0203 2024-03-13 07:29:39,744 - mmdet - INFO - Epoch [32][3150/7330] lr: 1.342e-06, eta: 13:24:11, time: 1.380, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1313, s0.acc: 95.1506, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2173, s1.loss_cls: 0.0598, s1.acc: 95.4467, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1059, s2.loss_cls: 0.0295, s2.acc: 95.4902, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0499, loss: 0.9872 2024-03-13 07:30:53,064 - mmdet - INFO - Epoch [32][3200/7330] lr: 1.342e-06, eta: 13:22:59, time: 1.466, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1363, s0.acc: 95.1450, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2175, s1.loss_cls: 0.0628, s1.acc: 95.4563, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1076, s2.loss_cls: 0.0314, s2.acc: 95.2829, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0512, loss: 1.0073 2024-03-13 07:32:02,036 - mmdet - INFO - Epoch [32][3250/7330] lr: 1.342e-06, eta: 13:21:47, time: 1.379, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1355, s0.acc: 94.9265, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2132, s1.loss_cls: 0.0630, s1.acc: 95.2867, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1050, s2.loss_cls: 0.0316, s2.acc: 95.1160, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0495, loss: 1.0102 2024-03-13 07:33:14,728 - mmdet - INFO - Epoch [32][3300/7330] lr: 1.342e-06, eta: 13:20:35, time: 1.454, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1370, s0.acc: 95.0286, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2084, s1.loss_cls: 0.0623, s1.acc: 95.3425, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1031, s2.loss_cls: 0.0310, s2.acc: 95.3465, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0489, loss: 0.9882 2024-03-13 07:34:29,224 - mmdet - INFO - Epoch [32][3350/7330] lr: 1.342e-06, eta: 13:19:23, time: 1.490, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1352, s0.acc: 95.0435, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2146, s1.loss_cls: 0.0623, s1.acc: 95.3427, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1076, s2.loss_cls: 0.0311, s2.acc: 95.2273, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0506, loss: 0.9987 2024-03-13 07:35:44,201 - mmdet - INFO - Epoch [32][3400/7330] lr: 1.342e-06, eta: 13:18:12, time: 1.500, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1383, s0.acc: 94.8657, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2163, s1.loss_cls: 0.0626, s1.acc: 95.2925, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1064, s2.loss_cls: 0.0312, s2.acc: 95.1140, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0502, loss: 1.0194 2024-03-13 07:36:57,006 - mmdet - INFO - Epoch [32][3450/7330] lr: 1.342e-06, eta: 13:17:00, time: 1.456, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1267, s0.acc: 95.3860, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2074, s1.loss_cls: 0.0589, s1.acc: 95.5865, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1030, s2.loss_cls: 0.0294, s2.acc: 95.5360, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0486, loss: 0.9517 2024-03-13 07:38:12,280 - mmdet - INFO - Epoch [32][3500/7330] lr: 1.342e-06, eta: 13:15:48, time: 1.505, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1374, s0.acc: 94.9419, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2170, s1.loss_cls: 0.0634, s1.acc: 95.2093, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1072, s2.loss_cls: 0.0316, s2.acc: 95.1802, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0507, loss: 1.0084 2024-03-13 07:39:26,775 - mmdet - INFO - Epoch [32][3550/7330] lr: 1.342e-06, eta: 13:14:36, time: 1.490, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1282, s0.acc: 95.3088, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2155, s1.loss_cls: 0.0591, s1.acc: 95.6018, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1057, s2.loss_cls: 0.0299, s2.acc: 95.4086, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0497, loss: 0.9733 2024-03-13 07:40:40,883 - mmdet - INFO - Epoch [32][3600/7330] lr: 1.342e-06, eta: 13:13:25, time: 1.482, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1320, s0.acc: 95.0781, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2108, s1.loss_cls: 0.0598, s1.acc: 95.4678, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1047, s2.loss_cls: 0.0300, s2.acc: 95.2852, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0495, loss: 0.9895 2024-03-13 07:41:51,054 - mmdet - INFO - Epoch [32][3650/7330] lr: 1.342e-06, eta: 13:12:12, time: 1.403, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1268, s0.acc: 95.3005, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2124, s1.loss_cls: 0.0576, s1.acc: 95.6020, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1054, s2.loss_cls: 0.0291, s2.acc: 95.4966, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0497, loss: 0.9799 2024-03-13 07:43:01,101 - mmdet - INFO - Epoch [32][3700/7330] lr: 1.342e-06, eta: 13:11:00, time: 1.401, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1338, s0.acc: 95.1211, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2109, s1.loss_cls: 0.0608, s1.acc: 95.4922, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1045, s2.loss_cls: 0.0301, s2.acc: 95.3564, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0493, loss: 0.9788 2024-03-13 07:44:12,622 - mmdet - INFO - Epoch [32][3750/7330] lr: 1.342e-06, eta: 13:09:48, time: 1.430, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1306, s0.acc: 95.2141, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2129, s1.loss_cls: 0.0594, s1.acc: 95.5522, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1048, s2.loss_cls: 0.0292, s2.acc: 95.4943, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0494, loss: 0.9813 2024-03-13 07:45:23,481 - mmdet - INFO - Epoch [32][3800/7330] lr: 1.342e-06, eta: 13:08:36, time: 1.417, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1378, s0.acc: 95.0996, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2162, s1.loss_cls: 0.0625, s1.acc: 95.4761, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1076, s2.loss_cls: 0.0310, s2.acc: 95.3920, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0507, loss: 1.0077 2024-03-13 07:46:32,765 - mmdet - INFO - Epoch [32][3850/7330] lr: 1.342e-06, eta: 13:07:23, time: 1.386, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1347, s0.acc: 95.1504, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2138, s1.loss_cls: 0.0627, s1.acc: 95.4063, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1061, s2.loss_cls: 0.0313, s2.acc: 95.2169, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0499, loss: 0.9915 2024-03-13 07:47:43,775 - mmdet - INFO - Epoch [32][3900/7330] lr: 1.342e-06, eta: 13:06:11, time: 1.420, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1316, s0.acc: 95.1819, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2090, s1.loss_cls: 0.0601, s1.acc: 95.4613, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1042, s2.loss_cls: 0.0303, s2.acc: 95.3702, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0491, loss: 0.9787 2024-03-13 07:48:56,122 - mmdet - INFO - Epoch [32][3950/7330] lr: 1.342e-06, eta: 13:04:59, time: 1.447, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1290, s0.acc: 95.1948, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2111, s1.loss_cls: 0.0596, s1.acc: 95.4777, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1043, s2.loss_cls: 0.0302, s2.acc: 95.4164, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0489, loss: 0.9715 2024-03-13 07:50:03,588 - mmdet - INFO - Epoch [32][4000/7330] lr: 1.342e-06, eta: 13:03:47, time: 1.349, data_time: 0.101, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1322, s0.acc: 95.1987, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2102, s1.loss_cls: 0.0611, s1.acc: 95.4970, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1045, s2.loss_cls: 0.0307, s2.acc: 95.3557, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0492, loss: 0.9818 2024-03-13 07:51:13,563 - mmdet - INFO - Epoch [32][4050/7330] lr: 1.342e-06, eta: 13:02:34, time: 1.399, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1287, s0.acc: 95.3901, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2153, s1.loss_cls: 0.0588, s1.acc: 95.6865, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1067, s2.loss_cls: 0.0292, s2.acc: 95.5921, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0502, loss: 0.9774 2024-03-13 07:52:29,056 - mmdet - INFO - Epoch [32][4100/7330] lr: 1.342e-06, eta: 13:01:23, time: 1.510, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1317, s0.acc: 95.2078, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2161, s1.loss_cls: 0.0610, s1.acc: 95.4061, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1072, s2.loss_cls: 0.0310, s2.acc: 95.2020, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0507, loss: 0.9927 2024-03-13 07:53:41,879 - mmdet - INFO - Epoch [32][4150/7330] lr: 1.342e-06, eta: 13:00:11, time: 1.456, data_time: 0.119, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1423, s0.acc: 94.8752, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2169, s1.loss_cls: 0.0653, s1.acc: 95.1869, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1067, s2.loss_cls: 0.0324, s2.acc: 95.0799, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0501, loss: 1.0224 2024-03-13 07:54:57,696 - mmdet - INFO - Epoch [32][4200/7330] lr: 1.342e-06, eta: 12:58:59, time: 1.516, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1314, s0.acc: 95.2959, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2093, s1.loss_cls: 0.0607, s1.acc: 95.5844, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1047, s2.loss_cls: 0.0301, s2.acc: 95.4839, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0491, loss: 0.9677 2024-03-13 07:56:11,992 - mmdet - INFO - Epoch [32][4250/7330] lr: 1.342e-06, eta: 12:57:48, time: 1.486, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1284, s0.acc: 95.3132, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2116, s1.loss_cls: 0.0591, s1.acc: 95.5664, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1052, s2.loss_cls: 0.0297, s2.acc: 95.4435, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0496, loss: 0.9658 2024-03-13 07:57:30,393 - mmdet - INFO - Epoch [32][4300/7330] lr: 1.342e-06, eta: 12:56:37, time: 1.568, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1344, s0.acc: 95.1714, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2122, s1.loss_cls: 0.0617, s1.acc: 95.4234, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1048, s2.loss_cls: 0.0309, s2.acc: 95.2278, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0494, loss: 0.9936 2024-03-13 07:58:42,923 - mmdet - INFO - Epoch [32][4350/7330] lr: 1.342e-06, eta: 12:55:25, time: 1.451, data_time: 0.189, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1284, s0.acc: 95.2661, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2130, s1.loss_cls: 0.0596, s1.acc: 95.5186, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1059, s2.loss_cls: 0.0300, s2.acc: 95.3947, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0503, loss: 0.9805 2024-03-13 07:59:52,036 - mmdet - INFO - Epoch [32][4400/7330] lr: 1.342e-06, eta: 12:54:12, time: 1.382, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1339, s0.acc: 94.9788, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2156, s1.loss_cls: 0.0626, s1.acc: 95.2322, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1060, s2.loss_cls: 0.0313, s2.acc: 95.0890, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0500, loss: 1.0028 2024-03-13 08:01:05,895 - mmdet - INFO - Epoch [32][4450/7330] lr: 1.342e-06, eta: 12:53:00, time: 1.477, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1331, s0.acc: 95.1091, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2206, s1.loss_cls: 0.0614, s1.acc: 95.3653, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1081, s2.loss_cls: 0.0307, s2.acc: 95.3071, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0506, loss: 1.0070 2024-03-13 08:02:19,857 - mmdet - INFO - Epoch [32][4500/7330] lr: 1.342e-06, eta: 12:51:49, time: 1.479, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1253, s0.acc: 95.4275, s0.loss_bbox: 0.1952, s0.loss_mask: 0.2103, s1.loss_cls: 0.0583, s1.acc: 95.7011, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1040, s2.loss_cls: 0.0294, s2.acc: 95.5434, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0490, loss: 0.9498 2024-03-13 08:03:31,453 - mmdet - INFO - Epoch [32][4550/7330] lr: 1.342e-06, eta: 12:50:37, time: 1.432, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1255, s0.acc: 95.2847, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2105, s1.loss_cls: 0.0573, s1.acc: 95.6266, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1034, s2.loss_cls: 0.0286, s2.acc: 95.4831, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0486, loss: 0.9624 2024-03-13 08:04:45,005 - mmdet - INFO - Epoch [32][4600/7330] lr: 1.342e-06, eta: 12:49:25, time: 1.471, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1314, s0.acc: 95.1323, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2081, s1.loss_cls: 0.0608, s1.acc: 95.3793, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1026, s2.loss_cls: 0.0305, s2.acc: 95.3100, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0482, loss: 0.9727 2024-03-13 08:05:58,724 - mmdet - INFO - Epoch [32][4650/7330] lr: 1.342e-06, eta: 12:48:13, time: 1.474, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1371, s0.acc: 95.0828, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2228, s1.loss_cls: 0.0634, s1.acc: 95.3408, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1093, s2.loss_cls: 0.0311, s2.acc: 95.3657, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0515, loss: 1.0203 2024-03-13 08:07:15,343 - mmdet - INFO - Epoch [32][4700/7330] lr: 1.342e-06, eta: 12:47:02, time: 1.533, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1407, s0.acc: 94.8823, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2136, s1.loss_cls: 0.0649, s1.acc: 95.1987, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1061, s2.loss_cls: 0.0321, s2.acc: 95.1400, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0500, loss: 1.0204 2024-03-13 08:08:22,711 - mmdet - INFO - Epoch [32][4750/7330] lr: 1.342e-06, eta: 12:45:49, time: 1.347, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1372, s0.acc: 95.0691, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2141, s1.loss_cls: 0.0627, s1.acc: 95.3557, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1061, s2.loss_cls: 0.0315, s2.acc: 95.2421, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0502, loss: 1.0043 2024-03-13 08:09:36,917 - mmdet - INFO - Epoch [32][4800/7330] lr: 1.342e-06, eta: 12:44:37, time: 1.484, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1320, s0.acc: 95.2983, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2085, s1.loss_cls: 0.0599, s1.acc: 95.5929, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1035, s2.loss_cls: 0.0297, s2.acc: 95.5167, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0487, loss: 0.9741 2024-03-13 08:10:49,453 - mmdet - INFO - Epoch [32][4850/7330] lr: 1.342e-06, eta: 12:43:25, time: 1.451, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1437, s0.acc: 94.7251, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2218, s1.loss_cls: 0.0670, s1.acc: 94.9085, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1096, s2.loss_cls: 0.0335, s2.acc: 94.7870, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0516, loss: 1.0497 2024-03-13 08:11:58,376 - mmdet - INFO - Epoch [32][4900/7330] lr: 1.342e-06, eta: 12:42:13, time: 1.378, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1361, s0.acc: 95.0159, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2167, s1.loss_cls: 0.0628, s1.acc: 95.3202, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1076, s2.loss_cls: 0.0316, s2.acc: 95.1437, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0507, loss: 1.0116 2024-03-13 08:13:09,731 - mmdet - INFO - Epoch [32][4950/7330] lr: 1.342e-06, eta: 12:41:01, time: 1.427, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1385, s0.acc: 94.9683, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2161, s1.loss_cls: 0.0635, s1.acc: 95.3158, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1079, s2.loss_cls: 0.0323, s2.acc: 95.1028, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0507, loss: 1.0087 2024-03-13 08:14:21,035 - mmdet - INFO - Epoch [32][5000/7330] lr: 1.342e-06, eta: 12:39:49, time: 1.426, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1407, s0.acc: 94.9067, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2209, s1.loss_cls: 0.0645, s1.acc: 95.2589, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1089, s2.loss_cls: 0.0323, s2.acc: 95.0806, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0514, loss: 1.0430 2024-03-13 08:15:30,801 - mmdet - INFO - Epoch [32][5050/7330] lr: 1.342e-06, eta: 12:38:36, time: 1.395, data_time: 0.108, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1357, s0.acc: 95.0864, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2114, s1.loss_cls: 0.0624, s1.acc: 95.4216, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1046, s2.loss_cls: 0.0313, s2.acc: 95.2988, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0495, loss: 0.9858 2024-03-13 08:16:38,445 - mmdet - INFO - Epoch [32][5100/7330] lr: 1.342e-06, eta: 12:37:24, time: 1.353, data_time: 0.210, memory: 17966, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1293, s0.acc: 95.3032, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2123, s1.loss_cls: 0.0595, s1.acc: 95.6178, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1055, s2.loss_cls: 0.0301, s2.acc: 95.4020, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0498, loss: 0.9773 2024-03-13 08:17:54,089 - mmdet - INFO - Epoch [32][5150/7330] lr: 1.342e-06, eta: 12:36:12, time: 1.513, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1370, s0.acc: 95.0305, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2173, s1.loss_cls: 0.0621, s1.acc: 95.4607, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1077, s2.loss_cls: 0.0316, s2.acc: 95.2260, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0509, loss: 1.0162 2024-03-13 08:19:06,431 - mmdet - INFO - Epoch [32][5200/7330] lr: 1.342e-06, eta: 12:35:00, time: 1.447, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1336, s0.acc: 95.1995, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2099, s1.loss_cls: 0.0616, s1.acc: 95.4627, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1045, s2.loss_cls: 0.0308, s2.acc: 95.1979, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0495, loss: 0.9857 2024-03-13 08:20:18,277 - mmdet - INFO - Epoch [32][5250/7330] lr: 1.342e-06, eta: 12:33:48, time: 1.437, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1370, s0.acc: 94.9868, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2194, s1.loss_cls: 0.0634, s1.acc: 95.3079, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1099, s2.loss_cls: 0.0320, s2.acc: 95.1690, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0521, loss: 1.0239 2024-03-13 08:21:32,760 - mmdet - INFO - Epoch [32][5300/7330] lr: 1.342e-06, eta: 12:32:36, time: 1.490, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1388, s0.acc: 94.8994, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2118, s1.loss_cls: 0.0643, s1.acc: 95.1531, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1052, s2.loss_cls: 0.0324, s2.acc: 94.9904, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0499, loss: 1.0073 2024-03-13 08:22:43,250 - mmdet - INFO - Epoch [32][5350/7330] lr: 1.342e-06, eta: 12:31:24, time: 1.410, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1327, s0.acc: 95.1672, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2103, s1.loss_cls: 0.0613, s1.acc: 95.4632, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1047, s2.loss_cls: 0.0305, s2.acc: 95.3757, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0496, loss: 0.9898 2024-03-13 08:23:55,509 - mmdet - INFO - Epoch [32][5400/7330] lr: 1.342e-06, eta: 12:30:12, time: 1.445, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1264, s0.acc: 95.3489, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2119, s1.loss_cls: 0.0571, s1.acc: 95.7353, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1054, s2.loss_cls: 0.0287, s2.acc: 95.5391, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0496, loss: 0.9776 2024-03-13 08:25:06,116 - mmdet - INFO - Epoch [32][5450/7330] lr: 1.342e-06, eta: 12:29:00, time: 1.412, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1278, s0.acc: 95.3103, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2120, s1.loss_cls: 0.0596, s1.acc: 95.5897, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1048, s2.loss_cls: 0.0302, s2.acc: 95.4299, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0494, loss: 0.9744 2024-03-13 08:26:17,213 - mmdet - INFO - Epoch [32][5500/7330] lr: 1.342e-06, eta: 12:27:48, time: 1.422, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1413, s0.acc: 94.8867, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2217, s1.loss_cls: 0.0636, s1.acc: 95.2515, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1085, s2.loss_cls: 0.0318, s2.acc: 95.1409, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0507, loss: 1.0433 2024-03-13 08:27:31,920 - mmdet - INFO - Epoch [32][5550/7330] lr: 1.342e-06, eta: 12:26:36, time: 1.494, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1329, s0.acc: 95.0940, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2130, s1.loss_cls: 0.0615, s1.acc: 95.3935, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1059, s2.loss_cls: 0.0303, s2.acc: 95.3569, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0500, loss: 0.9908 2024-03-13 08:28:42,879 - mmdet - INFO - Epoch [32][5600/7330] lr: 1.342e-06, eta: 12:25:24, time: 1.419, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1363, s0.acc: 95.0132, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2063, s1.loss_cls: 0.0634, s1.acc: 95.2873, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1026, s2.loss_cls: 0.0320, s2.acc: 95.1167, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0486, loss: 0.9889 2024-03-13 08:29:56,197 - mmdet - INFO - Epoch [32][5650/7330] lr: 1.342e-06, eta: 12:24:12, time: 1.466, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1278, s0.acc: 95.3354, s0.loss_bbox: 0.2013, s0.loss_mask: 0.2087, s1.loss_cls: 0.0584, s1.acc: 95.6434, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1044, s2.loss_cls: 0.0290, s2.acc: 95.5397, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0495, loss: 0.9596 2024-03-13 08:31:08,528 - mmdet - INFO - Epoch [32][5700/7330] lr: 1.342e-06, eta: 12:23:00, time: 1.447, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1297, s0.acc: 95.3596, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2076, s1.loss_cls: 0.0587, s1.acc: 95.7297, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1027, s2.loss_cls: 0.0295, s2.acc: 95.5765, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0481, loss: 0.9663 2024-03-13 08:32:24,380 - mmdet - INFO - Epoch [32][5750/7330] lr: 1.342e-06, eta: 12:21:49, time: 1.517, data_time: 0.196, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1376, s0.acc: 94.8938, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2183, s1.loss_cls: 0.0643, s1.acc: 95.1944, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1072, s2.loss_cls: 0.0325, s2.acc: 95.0142, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0506, loss: 1.0187 2024-03-13 08:33:37,291 - mmdet - INFO - Epoch [32][5800/7330] lr: 1.342e-06, eta: 12:20:37, time: 1.458, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1325, s0.acc: 95.1658, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2124, s1.loss_cls: 0.0596, s1.acc: 95.5311, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1052, s2.loss_cls: 0.0297, s2.acc: 95.4776, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0498, loss: 0.9779 2024-03-13 08:34:45,525 - mmdet - INFO - Epoch [32][5850/7330] lr: 1.342e-06, eta: 12:19:24, time: 1.365, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1322, s0.acc: 95.1165, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2075, s1.loss_cls: 0.0601, s1.acc: 95.4642, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1036, s2.loss_cls: 0.0299, s2.acc: 95.3894, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0486, loss: 0.9787 2024-03-13 08:35:56,060 - mmdet - INFO - Epoch [32][5900/7330] lr: 1.342e-06, eta: 12:18:12, time: 1.411, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1388, s0.acc: 94.8462, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2167, s1.loss_cls: 0.0636, s1.acc: 95.1917, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1071, s2.loss_cls: 0.0319, s2.acc: 95.0684, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0508, loss: 1.0247 2024-03-13 08:37:09,198 - mmdet - INFO - Epoch [32][5950/7330] lr: 1.342e-06, eta: 12:17:00, time: 1.463, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1327, s0.acc: 95.1492, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2123, s1.loss_cls: 0.0607, s1.acc: 95.4386, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1053, s2.loss_cls: 0.0305, s2.acc: 95.2733, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0497, loss: 0.9919 2024-03-13 08:38:25,831 - mmdet - INFO - Epoch [32][6000/7330] lr: 1.342e-06, eta: 12:15:49, time: 1.533, data_time: 0.223, memory: 17966, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1292, s0.acc: 95.3677, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2102, s1.loss_cls: 0.0590, s1.acc: 95.6419, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1035, s2.loss_cls: 0.0295, s2.acc: 95.5192, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0489, loss: 0.9677 2024-03-13 08:39:36,695 - mmdet - INFO - Epoch [32][6050/7330] lr: 1.342e-06, eta: 12:14:37, time: 1.417, data_time: 0.113, memory: 17966, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1317, s0.acc: 95.1733, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2150, s1.loss_cls: 0.0612, s1.acc: 95.4535, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1060, s2.loss_cls: 0.0309, s2.acc: 95.3277, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0501, loss: 0.9960 2024-03-13 08:40:47,712 - mmdet - INFO - Epoch [32][6100/7330] lr: 1.342e-06, eta: 12:13:24, time: 1.420, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1414, s0.acc: 94.7805, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2166, s1.loss_cls: 0.0655, s1.acc: 95.0952, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1074, s2.loss_cls: 0.0324, s2.acc: 95.0629, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0507, loss: 1.0292 2024-03-13 08:41:57,242 - mmdet - INFO - Epoch [32][6150/7330] lr: 1.342e-06, eta: 12:12:12, time: 1.391, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1361, s0.acc: 95.0149, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2155, s1.loss_cls: 0.0634, s1.acc: 95.3020, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1068, s2.loss_cls: 0.0321, s2.acc: 95.1580, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0501, loss: 1.0116 2024-03-13 08:43:10,456 - mmdet - INFO - Epoch [32][6200/7330] lr: 1.342e-06, eta: 12:11:00, time: 1.464, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1398, s0.acc: 94.8994, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2118, s1.loss_cls: 0.0645, s1.acc: 95.1834, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1053, s2.loss_cls: 0.0320, s2.acc: 95.0745, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0496, loss: 1.0129 2024-03-13 08:44:25,950 - mmdet - INFO - Epoch [32][6250/7330] lr: 1.342e-06, eta: 12:09:49, time: 1.510, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1379, s0.acc: 94.9534, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2134, s1.loss_cls: 0.0625, s1.acc: 95.3520, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1053, s2.loss_cls: 0.0310, s2.acc: 95.3629, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0493, loss: 1.0019 2024-03-13 08:45:39,173 - mmdet - INFO - Epoch [32][6300/7330] lr: 1.342e-06, eta: 12:08:37, time: 1.464, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1364, s0.acc: 95.0149, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2139, s1.loss_cls: 0.0624, s1.acc: 95.3264, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1066, s2.loss_cls: 0.0312, s2.acc: 95.1146, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0503, loss: 1.0079 2024-03-13 08:46:53,296 - mmdet - INFO - Epoch [32][6350/7330] lr: 1.342e-06, eta: 12:07:25, time: 1.482, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1324, s0.acc: 95.1990, s0.loss_bbox: 0.2022, s0.loss_mask: 0.2112, s1.loss_cls: 0.0605, s1.acc: 95.5268, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1045, s2.loss_cls: 0.0302, s2.acc: 95.3702, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0497, loss: 0.9747 2024-03-13 08:48:04,563 - mmdet - INFO - Epoch [32][6400/7330] lr: 1.342e-06, eta: 12:06:13, time: 1.426, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1384, s0.acc: 94.9573, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2179, s1.loss_cls: 0.0638, s1.acc: 95.1917, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1068, s2.loss_cls: 0.0320, s2.acc: 95.1134, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0501, loss: 1.0205 2024-03-13 08:49:13,770 - mmdet - INFO - Epoch [32][6450/7330] lr: 1.342e-06, eta: 12:05:01, time: 1.384, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1362, s0.acc: 95.0833, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2109, s1.loss_cls: 0.0622, s1.acc: 95.3741, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1037, s2.loss_cls: 0.0311, s2.acc: 95.2586, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0489, loss: 0.9863 2024-03-13 08:50:20,899 - mmdet - INFO - Epoch [32][6500/7330] lr: 1.342e-06, eta: 12:03:48, time: 1.343, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1276, s0.acc: 95.3545, s0.loss_bbox: 0.1977, s0.loss_mask: 0.2123, s1.loss_cls: 0.0583, s1.acc: 95.7373, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1052, s2.loss_cls: 0.0287, s2.acc: 95.6759, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0493, loss: 0.9570 2024-03-13 08:51:30,019 - mmdet - INFO - Epoch [32][6550/7330] lr: 1.342e-06, eta: 12:02:35, time: 1.383, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1281, s0.acc: 95.2959, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2073, s1.loss_cls: 0.0596, s1.acc: 95.5498, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1030, s2.loss_cls: 0.0300, s2.acc: 95.4001, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0489, loss: 0.9646 2024-03-13 08:52:42,434 - mmdet - INFO - Epoch [32][6600/7330] lr: 1.342e-06, eta: 12:01:24, time: 1.448, data_time: 0.202, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1289, s0.acc: 95.2944, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2083, s1.loss_cls: 0.0595, s1.acc: 95.5164, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1033, s2.loss_cls: 0.0303, s2.acc: 95.3449, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0486, loss: 0.9657 2024-03-13 08:54:01,043 - mmdet - INFO - Epoch [32][6650/7330] lr: 1.342e-06, eta: 12:00:12, time: 1.572, data_time: 0.220, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1373, s0.acc: 95.0410, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2127, s1.loss_cls: 0.0627, s1.acc: 95.3864, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1045, s2.loss_cls: 0.0307, s2.acc: 95.3634, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0490, loss: 1.0075 2024-03-13 08:55:12,948 - mmdet - INFO - Epoch [32][6700/7330] lr: 1.342e-06, eta: 11:59:00, time: 1.438, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1333, s0.acc: 95.0259, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2103, s1.loss_cls: 0.0616, s1.acc: 95.3122, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1047, s2.loss_cls: 0.0309, s2.acc: 95.1251, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0494, loss: 0.9935 2024-03-13 08:56:28,483 - mmdet - INFO - Epoch [32][6750/7330] lr: 1.342e-06, eta: 11:57:49, time: 1.511, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1343, s0.acc: 95.2095, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2137, s1.loss_cls: 0.0611, s1.acc: 95.5509, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1048, s2.loss_cls: 0.0299, s2.acc: 95.5267, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0491, loss: 0.9849 2024-03-13 08:57:36,717 - mmdet - INFO - Epoch [32][6800/7330] lr: 1.342e-06, eta: 11:56:36, time: 1.365, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1334, s0.acc: 95.1721, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2140, s1.loss_cls: 0.0617, s1.acc: 95.3934, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1053, s2.loss_cls: 0.0300, s2.acc: 95.2971, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0492, loss: 0.9841 2024-03-13 08:58:52,709 - mmdet - INFO - Epoch [32][6850/7330] lr: 1.342e-06, eta: 11:55:25, time: 1.520, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1336, s0.acc: 95.1338, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2155, s1.loss_cls: 0.0616, s1.acc: 95.4332, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1076, s2.loss_cls: 0.0307, s2.acc: 95.3653, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0510, loss: 0.9999 2024-03-13 09:00:04,371 - mmdet - INFO - Epoch [32][6900/7330] lr: 1.342e-06, eta: 11:54:13, time: 1.433, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1318, s0.acc: 95.2061, s0.loss_bbox: 0.2039, s0.loss_mask: 0.2093, s1.loss_cls: 0.0603, s1.acc: 95.5008, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1031, s2.loss_cls: 0.0299, s2.acc: 95.4322, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0487, loss: 0.9717 2024-03-13 09:01:19,668 - mmdet - INFO - Epoch [32][6950/7330] lr: 1.342e-06, eta: 11:53:01, time: 1.506, data_time: 0.209, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1347, s0.acc: 95.0649, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2140, s1.loss_cls: 0.0618, s1.acc: 95.3974, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1055, s2.loss_cls: 0.0303, s2.acc: 95.4283, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0497, loss: 0.9952 2024-03-13 09:02:36,918 - mmdet - INFO - Epoch [32][7000/7330] lr: 1.342e-06, eta: 11:51:50, time: 1.545, data_time: 0.217, memory: 17966, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1341, s0.acc: 95.1414, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2122, s1.loss_cls: 0.0617, s1.acc: 95.4685, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1057, s2.loss_cls: 0.0316, s2.acc: 95.1339, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0499, loss: 0.9952 2024-03-13 09:03:50,223 - mmdet - INFO - Epoch [32][7050/7330] lr: 1.342e-06, eta: 11:50:38, time: 1.466, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1346, s0.acc: 95.0881, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2140, s1.loss_cls: 0.0602, s1.acc: 95.4760, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1064, s2.loss_cls: 0.0303, s2.acc: 95.3185, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0503, loss: 0.9930 2024-03-13 09:05:03,506 - mmdet - INFO - Epoch [32][7100/7330] lr: 1.342e-06, eta: 11:49:26, time: 1.466, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1346, s0.acc: 95.0515, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2154, s1.loss_cls: 0.0619, s1.acc: 95.3519, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1059, s2.loss_cls: 0.0315, s2.acc: 95.1051, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0496, loss: 1.0040 2024-03-13 09:06:16,516 - mmdet - INFO - Epoch [32][7150/7330] lr: 1.342e-06, eta: 11:48:14, time: 1.460, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1325, s0.acc: 95.1704, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2127, s1.loss_cls: 0.0606, s1.acc: 95.4652, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1058, s2.loss_cls: 0.0305, s2.acc: 95.3164, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0495, loss: 0.9846 2024-03-13 09:07:28,504 - mmdet - INFO - Epoch [32][7200/7330] lr: 1.342e-06, eta: 11:47:02, time: 1.440, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1272, s0.acc: 95.2620, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2081, s1.loss_cls: 0.0595, s1.acc: 95.5393, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1025, s2.loss_cls: 0.0301, s2.acc: 95.4500, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0484, loss: 0.9534 2024-03-13 09:08:41,893 - mmdet - INFO - Epoch [32][7250/7330] lr: 1.342e-06, eta: 11:45:50, time: 1.468, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1256, s0.acc: 95.4062, s0.loss_bbox: 0.1999, s0.loss_mask: 0.2112, s1.loss_cls: 0.0575, s1.acc: 95.6274, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1053, s2.loss_cls: 0.0286, s2.acc: 95.5794, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0497, loss: 0.9560 2024-03-13 09:09:52,216 - mmdet - INFO - Epoch [32][7300/7330] lr: 1.342e-06, eta: 11:44:38, time: 1.406, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1332, s0.acc: 95.1685, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2151, s1.loss_cls: 0.0616, s1.acc: 95.3967, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1070, s2.loss_cls: 0.0308, s2.acc: 95.2119, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0503, loss: 0.9913 2024-03-13 09:10:28,955 - mmdet - INFO - Saving checkpoint at 32 epochs 2024-03-13 09:15:58,746 - mmdet - INFO - Evaluating bbox... 2024-03-13 09:16:31,508 - 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 ] = 0.702 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.560 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.349 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.548 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 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.481 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.674 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.784 2024-03-13 09:16:31,508 - mmdet - INFO - Evaluating segm... 2024-03-13 09:17:04,737 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.445 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.678 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.481 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 ] = 0.474 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 ] = 0.561 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.561 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.561 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.403 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 ] = 0.716 2024-03-13 09:17:05,270 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 09:17:05,273 - mmdet - INFO - Epoch(val) [32][1250] bbox_mAP: 0.5140, bbox_mAP_50: 0.7020, bbox_mAP_75: 0.5600, bbox_mAP_s: 0.3490, bbox_mAP_m: 0.5480, bbox_mAP_l: 0.6630, bbox_mAP_copypaste: 0.514 0.702 0.560 0.349 0.548 0.663, segm_mAP: 0.4450, segm_mAP_50: 0.6780, segm_mAP_75: 0.4810, segm_mAP_s: 0.2510, segm_mAP_m: 0.4740, segm_mAP_l: 0.6300, segm_mAP_copypaste: 0.445 0.678 0.481 0.251 0.474 0.630 2024-03-13 09:18:24,072 - mmdet - INFO - Epoch [33][50/7330] lr: 1.342e-06, eta: 11:42:38, time: 1.572, data_time: 0.290, memory: 17966, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1220, s0.acc: 95.5103, s0.loss_bbox: 0.1950, s0.loss_mask: 0.2142, s1.loss_cls: 0.0560, s1.acc: 95.8296, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1053, s2.loss_cls: 0.0280, s2.acc: 95.7136, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0498, loss: 0.9488 2024-03-13 09:19:36,394 - mmdet - INFO - Epoch [33][100/7330] lr: 1.342e-06, eta: 11:41:26, time: 1.446, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1355, s0.acc: 95.0840, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2079, s1.loss_cls: 0.0617, s1.acc: 95.3347, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1034, s2.loss_cls: 0.0313, s2.acc: 95.1816, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0487, loss: 0.9913 2024-03-13 09:20:46,882 - mmdet - INFO - Epoch [33][150/7330] lr: 1.342e-06, eta: 11:40:14, time: 1.410, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1299, s0.acc: 95.2837, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2101, s1.loss_cls: 0.0595, s1.acc: 95.5508, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1036, s2.loss_cls: 0.0296, s2.acc: 95.5006, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0489, loss: 0.9670 2024-03-13 09:22:00,579 - mmdet - INFO - Epoch [33][200/7330] lr: 1.342e-06, eta: 11:39:02, time: 1.474, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1382, s0.acc: 94.9456, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2170, s1.loss_cls: 0.0627, s1.acc: 95.3135, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1072, s2.loss_cls: 0.0315, s2.acc: 95.0929, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0507, loss: 1.0152 2024-03-13 09:23:18,394 - mmdet - INFO - Epoch [33][250/7330] lr: 1.342e-06, eta: 11:37:51, time: 1.556, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1329, s0.acc: 95.2266, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2089, s1.loss_cls: 0.0608, s1.acc: 95.5699, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1050, s2.loss_cls: 0.0306, s2.acc: 95.4094, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0498, loss: 0.9830 2024-03-13 09:24:26,698 - mmdet - INFO - Epoch [33][300/7330] lr: 1.342e-06, eta: 11:36:38, time: 1.366, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1307, s0.acc: 95.1919, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2066, s1.loss_cls: 0.0599, s1.acc: 95.4957, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1033, s2.loss_cls: 0.0296, s2.acc: 95.3897, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0492, loss: 0.9704 2024-03-13 09:25:37,959 - mmdet - INFO - Epoch [33][350/7330] lr: 1.342e-06, eta: 11:35:26, time: 1.425, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1267, s0.acc: 95.3391, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2115, s1.loss_cls: 0.0579, s1.acc: 95.6999, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1040, s2.loss_cls: 0.0291, s2.acc: 95.5586, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0489, loss: 0.9633 2024-03-13 09:26:52,409 - mmdet - INFO - Epoch [33][400/7330] lr: 1.342e-06, eta: 11:34:15, time: 1.489, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1354, s0.acc: 95.0457, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2155, s1.loss_cls: 0.0625, s1.acc: 95.3375, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1072, s2.loss_cls: 0.0317, s2.acc: 95.1716, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0508, loss: 1.0085 2024-03-13 09:28:06,618 - mmdet - INFO - Epoch [33][450/7330] lr: 1.342e-06, eta: 11:33:03, time: 1.484, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1323, s0.acc: 95.1721, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2153, s1.loss_cls: 0.0613, s1.acc: 95.4478, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1060, s2.loss_cls: 0.0309, s2.acc: 95.3329, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0501, loss: 0.9982 2024-03-13 09:29:19,727 - mmdet - INFO - Epoch [33][500/7330] lr: 1.342e-06, eta: 11:31:51, time: 1.462, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1311, s0.acc: 95.1880, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2142, s1.loss_cls: 0.0617, s1.acc: 95.4107, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1067, s2.loss_cls: 0.0310, s2.acc: 95.3706, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0500, loss: 0.9852 2024-03-13 09:30:33,517 - mmdet - INFO - Epoch [33][550/7330] lr: 1.342e-06, eta: 11:30:39, time: 1.476, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1308, s0.acc: 95.1819, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2137, s1.loss_cls: 0.0607, s1.acc: 95.5443, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1059, s2.loss_cls: 0.0302, s2.acc: 95.4261, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0498, loss: 0.9947 2024-03-13 09:31:39,546 - mmdet - INFO - Epoch [33][600/7330] lr: 1.342e-06, eta: 11:29:26, time: 1.321, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1312, s0.acc: 95.2102, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2117, s1.loss_cls: 0.0605, s1.acc: 95.4828, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1060, s2.loss_cls: 0.0302, s2.acc: 95.2752, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0502, loss: 0.9950 2024-03-13 09:32:51,592 - mmdet - INFO - Epoch [33][650/7330] lr: 1.342e-06, eta: 11:28:14, time: 1.441, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1274, s0.acc: 95.3496, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2098, s1.loss_cls: 0.0581, s1.acc: 95.6988, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1047, s2.loss_cls: 0.0290, s2.acc: 95.5191, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0496, loss: 0.9724 2024-03-13 09:34:04,834 - mmdet - INFO - Epoch [33][700/7330] lr: 1.342e-06, eta: 11:27:02, time: 1.465, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1343, s0.acc: 95.0447, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2198, s1.loss_cls: 0.0615, s1.acc: 95.3631, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1078, s2.loss_cls: 0.0306, s2.acc: 95.3438, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0508, loss: 1.0072 2024-03-13 09:35:17,759 - mmdet - INFO - Epoch [33][750/7330] lr: 1.342e-06, eta: 11:25:51, time: 1.458, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1281, s0.acc: 95.2288, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2113, s1.loss_cls: 0.0585, s1.acc: 95.5651, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1035, s2.loss_cls: 0.0291, s2.acc: 95.5458, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0487, loss: 0.9777 2024-03-13 09:36:30,198 - mmdet - INFO - Epoch [33][800/7330] lr: 1.342e-06, eta: 11:24:39, time: 1.449, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1277, s0.acc: 95.3076, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2057, s1.loss_cls: 0.0585, s1.acc: 95.5861, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1020, s2.loss_cls: 0.0290, s2.acc: 95.5639, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0479, loss: 0.9501 2024-03-13 09:37:41,829 - mmdet - INFO - Epoch [33][850/7330] lr: 1.342e-06, eta: 11:23:27, time: 1.433, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1268, s0.acc: 95.3096, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2094, s1.loss_cls: 0.0573, s1.acc: 95.7208, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1037, s2.loss_cls: 0.0289, s2.acc: 95.6007, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0490, loss: 0.9577 2024-03-13 09:38:57,168 - mmdet - INFO - Epoch [33][900/7330] lr: 1.342e-06, eta: 11:22:15, time: 1.507, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1347, s0.acc: 94.9507, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2201, s1.loss_cls: 0.0622, s1.acc: 95.2738, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1080, s2.loss_cls: 0.0311, s2.acc: 95.1891, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0508, loss: 1.0173 2024-03-13 09:40:07,620 - mmdet - INFO - Epoch [33][950/7330] lr: 1.342e-06, eta: 11:21:03, time: 1.409, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1252, s0.acc: 95.4536, s0.loss_bbox: 0.2000, s0.loss_mask: 0.2076, s1.loss_cls: 0.0581, s1.acc: 95.7132, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1031, s2.loss_cls: 0.0288, s2.acc: 95.6383, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0485, loss: 0.9533 2024-03-13 09:41:20,149 - mmdet - INFO - Epoch [33][1000/7330] lr: 1.342e-06, eta: 11:19:51, time: 1.451, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1333, s0.acc: 95.1006, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2078, s1.loss_cls: 0.0611, s1.acc: 95.4476, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1032, s2.loss_cls: 0.0302, s2.acc: 95.3762, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0490, loss: 0.9764 2024-03-13 09:42:36,235 - mmdet - INFO - Epoch [33][1050/7330] lr: 1.342e-06, eta: 11:18:39, time: 1.521, data_time: 0.201, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1347, s0.acc: 94.9646, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2154, s1.loss_cls: 0.0625, s1.acc: 95.1608, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1073, s2.loss_cls: 0.0310, s2.acc: 95.1525, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0505, loss: 1.0052 2024-03-13 09:43:48,015 - mmdet - INFO - Epoch [33][1100/7330] lr: 1.342e-06, eta: 11:17:27, time: 1.436, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1307, s0.acc: 95.2786, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2113, s1.loss_cls: 0.0602, s1.acc: 95.5904, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1053, s2.loss_cls: 0.0306, s2.acc: 95.4470, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0498, loss: 0.9754 2024-03-13 09:45:03,740 - mmdet - INFO - Epoch [33][1150/7330] lr: 1.342e-06, eta: 11:16:16, time: 1.514, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1357, s0.acc: 94.9854, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2122, s1.loss_cls: 0.0622, s1.acc: 95.3708, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1050, s2.loss_cls: 0.0306, s2.acc: 95.2398, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0495, loss: 1.0007 2024-03-13 09:46:12,847 - mmdet - INFO - Epoch [33][1200/7330] lr: 1.342e-06, eta: 11:15:03, time: 1.382, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1345, s0.acc: 94.9807, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2126, s1.loss_cls: 0.0627, s1.acc: 95.1966, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1055, s2.loss_cls: 0.0319, s2.acc: 94.9386, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0493, loss: 1.0153 2024-03-13 09:47:30,504 - mmdet - INFO - Epoch [33][1250/7330] lr: 1.342e-06, eta: 11:13:52, time: 1.553, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1345, s0.acc: 95.0632, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2132, s1.loss_cls: 0.0616, s1.acc: 95.4998, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1057, s2.loss_cls: 0.0308, s2.acc: 95.2639, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0498, loss: 0.9951 2024-03-13 09:48:41,972 - mmdet - INFO - Epoch [33][1300/7330] lr: 1.342e-06, eta: 11:12:40, time: 1.429, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1320, s0.acc: 95.1248, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2122, s1.loss_cls: 0.0607, s1.acc: 95.4295, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1060, s2.loss_cls: 0.0301, s2.acc: 95.3849, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0503, loss: 0.9908 2024-03-13 09:49:51,688 - mmdet - INFO - Epoch [33][1350/7330] lr: 1.342e-06, eta: 11:11:27, time: 1.394, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1223, s0.acc: 95.5007, s0.loss_bbox: 0.1990, s0.loss_mask: 0.2052, s1.loss_cls: 0.0558, s1.acc: 95.7891, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1019, s2.loss_cls: 0.0282, s2.acc: 95.6488, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0478, loss: 0.9397 2024-03-13 09:51:05,603 - mmdet - INFO - Epoch [33][1400/7330] lr: 1.342e-06, eta: 11:10:16, time: 1.478, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1386, s0.acc: 94.9304, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2149, s1.loss_cls: 0.0635, s1.acc: 95.2878, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1060, s2.loss_cls: 0.0317, s2.acc: 95.1740, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0499, loss: 1.0062 2024-03-13 09:52:15,570 - mmdet - INFO - Epoch [33][1450/7330] lr: 1.342e-06, eta: 11:09:03, time: 1.399, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1302, s0.acc: 95.1404, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2111, s1.loss_cls: 0.0596, s1.acc: 95.4856, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1051, s2.loss_cls: 0.0301, s2.acc: 95.3522, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0494, loss: 0.9797 2024-03-13 09:53:30,744 - mmdet - INFO - Epoch [33][1500/7330] lr: 1.342e-06, eta: 11:07:52, time: 1.504, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1332, s0.acc: 95.1426, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2103, s1.loss_cls: 0.0613, s1.acc: 95.4219, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1029, s2.loss_cls: 0.0305, s2.acc: 95.4092, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0487, loss: 0.9832 2024-03-13 09:54:44,221 - mmdet - INFO - Epoch [33][1550/7330] lr: 1.342e-06, eta: 11:06:40, time: 1.470, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1356, s0.acc: 95.0510, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2186, s1.loss_cls: 0.0615, s1.acc: 95.4866, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1085, s2.loss_cls: 0.0310, s2.acc: 95.3086, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0511, loss: 1.0171 2024-03-13 09:55:58,787 - mmdet - INFO - Epoch [33][1600/7330] lr: 1.342e-06, eta: 11:05:28, time: 1.491, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1303, s0.acc: 95.1907, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2116, s1.loss_cls: 0.0596, s1.acc: 95.5166, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1054, s2.loss_cls: 0.0299, s2.acc: 95.3468, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0497, loss: 0.9879 2024-03-13 09:57:16,170 - mmdet - INFO - Epoch [33][1650/7330] lr: 1.342e-06, eta: 11:04:17, time: 1.548, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1395, s0.acc: 94.9121, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2125, s1.loss_cls: 0.0633, s1.acc: 95.3112, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1053, s2.loss_cls: 0.0320, s2.acc: 95.0815, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0497, loss: 1.0130 2024-03-13 09:58:29,230 - mmdet - INFO - Epoch [33][1700/7330] lr: 1.342e-06, eta: 11:03:05, time: 1.461, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1297, s0.acc: 95.3000, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2102, s1.loss_cls: 0.0598, s1.acc: 95.5427, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1034, s2.loss_cls: 0.0302, s2.acc: 95.3775, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0489, loss: 0.9817 2024-03-13 09:59:41,677 - mmdet - INFO - Epoch [33][1750/7330] lr: 1.342e-06, eta: 11:01:53, time: 1.449, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1221, s0.acc: 95.5200, s0.loss_bbox: 0.1983, s0.loss_mask: 0.2079, s1.loss_cls: 0.0553, s1.acc: 95.8494, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1033, s2.loss_cls: 0.0275, s2.acc: 95.7442, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0489, loss: 0.9405 2024-03-13 10:00:55,825 - mmdet - INFO - Epoch [33][1800/7330] lr: 1.342e-06, eta: 11:00:41, time: 1.483, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1362, s0.acc: 95.0078, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2125, s1.loss_cls: 0.0622, s1.acc: 95.3206, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1055, s2.loss_cls: 0.0307, s2.acc: 95.2689, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0500, loss: 1.0001 2024-03-13 10:02:07,089 - mmdet - INFO - Epoch [33][1850/7330] lr: 1.342e-06, eta: 10:59:29, time: 1.425, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1285, s0.acc: 95.2390, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2107, s1.loss_cls: 0.0588, s1.acc: 95.5802, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1048, s2.loss_cls: 0.0296, s2.acc: 95.4155, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0489, loss: 0.9671 2024-03-13 10:03:16,923 - mmdet - INFO - Epoch [33][1900/7330] lr: 1.342e-06, eta: 10:58:17, time: 1.397, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1380, s0.acc: 94.9546, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2192, s1.loss_cls: 0.0634, s1.acc: 95.3059, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1084, s2.loss_cls: 0.0317, s2.acc: 95.2176, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0509, loss: 1.0230 2024-03-13 10:04:30,799 - mmdet - INFO - Epoch [33][1950/7330] lr: 1.342e-06, eta: 10:57:05, time: 1.478, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1365, s0.acc: 95.1174, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2127, s1.loss_cls: 0.0627, s1.acc: 95.3832, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1046, s2.loss_cls: 0.0313, s2.acc: 95.2299, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0490, loss: 0.9944 2024-03-13 10:05:43,022 - mmdet - INFO - Epoch [33][2000/7330] lr: 1.342e-06, eta: 10:55:53, time: 1.444, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1329, s0.acc: 95.0342, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2159, s1.loss_cls: 0.0607, s1.acc: 95.3880, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1061, s2.loss_cls: 0.0306, s2.acc: 95.2844, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0501, loss: 1.0056 2024-03-13 10:06:50,060 - mmdet - INFO - Epoch [33][2050/7330] lr: 1.342e-06, eta: 10:54:40, time: 1.341, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1359, s0.acc: 95.0596, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2162, s1.loss_cls: 0.0624, s1.acc: 95.3407, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1064, s2.loss_cls: 0.0312, s2.acc: 95.1812, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0500, loss: 1.0026 2024-03-13 10:08:01,329 - mmdet - INFO - Epoch [33][2100/7330] lr: 1.342e-06, eta: 10:53:28, time: 1.425, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1384, s0.acc: 94.9995, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2123, s1.loss_cls: 0.0627, s1.acc: 95.4202, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1058, s2.loss_cls: 0.0310, s2.acc: 95.3059, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0500, loss: 1.0153 2024-03-13 10:09:12,679 - mmdet - INFO - Epoch [33][2150/7330] lr: 1.342e-06, eta: 10:52:16, time: 1.427, data_time: 0.115, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1291, s0.acc: 95.4055, s0.loss_bbox: 0.2035, s0.loss_mask: 0.2098, s1.loss_cls: 0.0579, s1.acc: 95.8272, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1046, s2.loss_cls: 0.0291, s2.acc: 95.7034, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0497, loss: 0.9668 2024-03-13 10:10:22,974 - mmdet - INFO - Epoch [33][2200/7330] lr: 1.342e-06, eta: 10:51:04, time: 1.406, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1314, s0.acc: 95.0894, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2095, s1.loss_cls: 0.0597, s1.acc: 95.4725, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1033, s2.loss_cls: 0.0297, s2.acc: 95.4481, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0489, loss: 0.9800 2024-03-13 10:11:38,933 - mmdet - INFO - Epoch [33][2250/7330] lr: 1.342e-06, eta: 10:49:52, time: 1.519, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1376, s0.acc: 94.9675, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2193, s1.loss_cls: 0.0638, s1.acc: 95.2198, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1082, s2.loss_cls: 0.0318, s2.acc: 95.1627, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0505, loss: 1.0204 2024-03-13 10:12:51,175 - mmdet - INFO - Epoch [33][2300/7330] lr: 1.342e-06, eta: 10:48:40, time: 1.445, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1389, s0.acc: 94.9595, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2141, s1.loss_cls: 0.0641, s1.acc: 95.2851, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1057, s2.loss_cls: 0.0315, s2.acc: 95.1843, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0495, loss: 1.0035 2024-03-13 10:14:07,131 - mmdet - INFO - Epoch [33][2350/7330] lr: 1.342e-06, eta: 10:47:29, time: 1.519, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1323, s0.acc: 95.1777, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2152, s1.loss_cls: 0.0614, s1.acc: 95.3582, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1072, s2.loss_cls: 0.0304, s2.acc: 95.4027, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0506, loss: 1.0044 2024-03-13 10:15:20,287 - mmdet - INFO - Epoch [33][2400/7330] lr: 1.342e-06, eta: 10:46:17, time: 1.463, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1305, s0.acc: 95.2471, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2078, s1.loss_cls: 0.0600, s1.acc: 95.5936, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1026, s2.loss_cls: 0.0295, s2.acc: 95.4688, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0484, loss: 0.9670 2024-03-13 10:16:33,809 - mmdet - INFO - Epoch [33][2450/7330] lr: 1.342e-06, eta: 10:45:05, time: 1.470, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1355, s0.acc: 95.0872, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2112, s1.loss_cls: 0.0623, s1.acc: 95.3764, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1045, s2.loss_cls: 0.0309, s2.acc: 95.2636, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0491, loss: 0.9942 2024-03-13 10:17:45,544 - mmdet - INFO - Epoch [33][2500/7330] lr: 1.342e-06, eta: 10:43:53, time: 1.435, data_time: 0.201, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1278, s0.acc: 95.4175, s0.loss_bbox: 0.1982, s0.loss_mask: 0.2106, s1.loss_cls: 0.0576, s1.acc: 95.7954, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1054, s2.loss_cls: 0.0291, s2.acc: 95.6686, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0500, loss: 0.9594 2024-03-13 10:18:57,716 - mmdet - INFO - Epoch [33][2550/7330] lr: 1.342e-06, eta: 10:42:41, time: 1.443, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1364, s0.acc: 95.0237, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2133, s1.loss_cls: 0.0633, s1.acc: 95.2443, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1063, s2.loss_cls: 0.0317, s2.acc: 95.0843, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0504, loss: 1.0030 2024-03-13 10:20:12,732 - mmdet - INFO - Epoch [33][2600/7330] lr: 1.342e-06, eta: 10:41:29, time: 1.500, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1343, s0.acc: 95.1292, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2088, s1.loss_cls: 0.0607, s1.acc: 95.5048, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1039, s2.loss_cls: 0.0302, s2.acc: 95.3924, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0492, loss: 0.9805 2024-03-13 10:21:21,414 - mmdet - INFO - Epoch [33][2650/7330] lr: 1.342e-06, eta: 10:40:17, time: 1.374, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1375, s0.acc: 95.0000, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2133, s1.loss_cls: 0.0625, s1.acc: 95.3416, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1048, s2.loss_cls: 0.0311, s2.acc: 95.2676, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0496, loss: 1.0067 2024-03-13 10:22:37,956 - mmdet - INFO - Epoch [33][2700/7330] lr: 1.342e-06, eta: 10:39:05, time: 1.531, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1354, s0.acc: 95.0566, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2175, s1.loss_cls: 0.0620, s1.acc: 95.4121, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1070, s2.loss_cls: 0.0313, s2.acc: 95.1498, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0501, loss: 1.0099 2024-03-13 10:23:47,290 - mmdet - INFO - Epoch [33][2750/7330] lr: 1.342e-06, eta: 10:37:53, time: 1.386, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1330, s0.acc: 95.1096, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2132, s1.loss_cls: 0.0609, s1.acc: 95.4973, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1063, s2.loss_cls: 0.0299, s2.acc: 95.5434, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0502, loss: 0.9922 2024-03-13 10:25:00,022 - mmdet - INFO - Epoch [33][2800/7330] lr: 1.342e-06, eta: 10:36:41, time: 1.455, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1329, s0.acc: 95.1892, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2089, s1.loss_cls: 0.0615, s1.acc: 95.4936, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1032, s2.loss_cls: 0.0310, s2.acc: 95.3082, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0488, loss: 0.9809 2024-03-13 10:26:13,201 - mmdet - INFO - Epoch [33][2850/7330] lr: 1.342e-06, eta: 10:35:29, time: 1.464, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1280, s0.acc: 95.3386, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2120, s1.loss_cls: 0.0577, s1.acc: 95.6835, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1043, s2.loss_cls: 0.0287, s2.acc: 95.6373, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0493, loss: 0.9657 2024-03-13 10:27:26,659 - mmdet - INFO - Epoch [33][2900/7330] lr: 1.342e-06, eta: 10:34:17, time: 1.469, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1365, s0.acc: 95.0757, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2090, s1.loss_cls: 0.0617, s1.acc: 95.3982, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1026, s2.loss_cls: 0.0307, s2.acc: 95.3755, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0483, loss: 0.9873 2024-03-13 10:28:39,433 - mmdet - INFO - Epoch [33][2950/7330] lr: 1.342e-06, eta: 10:33:05, time: 1.455, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1306, s0.acc: 95.2373, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2112, s1.loss_cls: 0.0597, s1.acc: 95.5930, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1037, s2.loss_cls: 0.0300, s2.acc: 95.4955, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0488, loss: 0.9748 2024-03-13 10:29:50,705 - mmdet - INFO - Epoch [33][3000/7330] lr: 1.342e-06, eta: 10:31:53, time: 1.425, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1283, s0.acc: 95.3228, s0.loss_bbox: 0.2022, s0.loss_mask: 0.2069, s1.loss_cls: 0.0589, s1.acc: 95.6447, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1026, s2.loss_cls: 0.0295, s2.acc: 95.5370, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0486, loss: 0.9583 2024-03-13 10:31:01,303 - mmdet - INFO - Epoch [33][3050/7330] lr: 1.342e-06, eta: 10:30:41, time: 1.412, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1310, s0.acc: 95.1943, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2147, s1.loss_cls: 0.0602, s1.acc: 95.5120, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1065, s2.loss_cls: 0.0298, s2.acc: 95.3601, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0499, loss: 0.9873 2024-03-13 10:32:11,133 - mmdet - INFO - Epoch [33][3100/7330] lr: 1.342e-06, eta: 10:29:29, time: 1.397, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1341, s0.acc: 95.1384, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2164, s1.loss_cls: 0.0619, s1.acc: 95.4824, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1069, s2.loss_cls: 0.0310, s2.acc: 95.4437, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0502, loss: 1.0076 2024-03-13 10:33:19,126 - mmdet - INFO - Epoch [33][3150/7330] lr: 1.342e-06, eta: 10:28:16, time: 1.360, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1349, s0.acc: 95.0461, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2120, s1.loss_cls: 0.0627, s1.acc: 95.2761, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1051, s2.loss_cls: 0.0314, s2.acc: 95.0885, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0494, loss: 1.0020 2024-03-13 10:34:28,936 - mmdet - INFO - Epoch [33][3200/7330] lr: 1.342e-06, eta: 10:27:04, time: 1.396, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1314, s0.acc: 95.1716, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2129, s1.loss_cls: 0.0606, s1.acc: 95.4978, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1058, s2.loss_cls: 0.0304, s2.acc: 95.3354, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0498, loss: 0.9769 2024-03-13 10:35:38,151 - mmdet - INFO - Epoch [33][3250/7330] lr: 1.342e-06, eta: 10:25:52, time: 1.384, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1383, s0.acc: 94.8650, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2130, s1.loss_cls: 0.0637, s1.acc: 95.2227, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1055, s2.loss_cls: 0.0320, s2.acc: 95.0811, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0501, loss: 1.0197 2024-03-13 10:36:50,552 - mmdet - INFO - Epoch [33][3300/7330] lr: 1.342e-06, eta: 10:24:40, time: 1.448, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1237, s0.acc: 95.4524, s0.loss_bbox: 0.1964, s0.loss_mask: 0.2095, s1.loss_cls: 0.0570, s1.acc: 95.6840, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1036, s2.loss_cls: 0.0286, s2.acc: 95.5816, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0488, loss: 0.9452 2024-03-13 10:38:00,554 - mmdet - INFO - Epoch [33][3350/7330] lr: 1.342e-06, eta: 10:23:28, time: 1.400, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1367, s0.acc: 94.9473, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2096, s1.loss_cls: 0.0634, s1.acc: 95.2109, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1046, s2.loss_cls: 0.0319, s2.acc: 95.0816, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0496, loss: 1.0076 2024-03-13 10:39:15,826 - mmdet - INFO - Epoch [33][3400/7330] lr: 1.342e-06, eta: 10:22:16, time: 1.505, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1302, s0.acc: 95.1384, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2133, s1.loss_cls: 0.0602, s1.acc: 95.4221, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1051, s2.loss_cls: 0.0301, s2.acc: 95.3672, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0499, loss: 0.9837 2024-03-13 10:40:28,520 - mmdet - INFO - Epoch [33][3450/7330] lr: 1.342e-06, eta: 10:21:04, time: 1.454, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1243, s0.acc: 95.4946, s0.loss_bbox: 0.1988, s0.loss_mask: 0.2073, s1.loss_cls: 0.0572, s1.acc: 95.8099, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1038, s2.loss_cls: 0.0283, s2.acc: 95.7197, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0489, loss: 0.9477 2024-03-13 10:41:37,401 - mmdet - INFO - Epoch [33][3500/7330] lr: 1.342e-06, eta: 10:19:52, time: 1.378, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1343, s0.acc: 95.0322, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2119, s1.loss_cls: 0.0616, s1.acc: 95.3669, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1068, s2.loss_cls: 0.0308, s2.acc: 95.2333, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0507, loss: 1.0003 2024-03-13 10:42:50,448 - mmdet - INFO - Epoch [33][3550/7330] lr: 1.342e-06, eta: 10:18:40, time: 1.461, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1278, s0.acc: 95.2412, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2119, s1.loss_cls: 0.0593, s1.acc: 95.5224, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1042, s2.loss_cls: 0.0297, s2.acc: 95.4386, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0494, loss: 0.9721 2024-03-13 10:43:57,979 - mmdet - INFO - Epoch [33][3600/7330] lr: 1.342e-06, eta: 10:17:27, time: 1.351, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1388, s0.acc: 94.9451, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2171, s1.loss_cls: 0.0627, s1.acc: 95.3158, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1068, s2.loss_cls: 0.0316, s2.acc: 95.2040, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0501, loss: 1.0231 2024-03-13 10:45:08,560 - mmdet - INFO - Epoch [33][3650/7330] lr: 1.342e-06, eta: 10:16:15, time: 1.412, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1319, s0.acc: 95.1477, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2104, s1.loss_cls: 0.0603, s1.acc: 95.4073, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1038, s2.loss_cls: 0.0303, s2.acc: 95.2584, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0491, loss: 0.9791 2024-03-13 10:46:19,588 - mmdet - INFO - Epoch [33][3700/7330] lr: 1.342e-06, eta: 10:15:03, time: 1.421, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1324, s0.acc: 95.1887, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2106, s1.loss_cls: 0.0624, s1.acc: 95.4331, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1041, s2.loss_cls: 0.0315, s2.acc: 95.2254, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0493, loss: 0.9812 2024-03-13 10:47:29,739 - mmdet - INFO - Epoch [33][3750/7330] lr: 1.342e-06, eta: 10:13:51, time: 1.403, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1382, s0.acc: 94.8953, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2132, s1.loss_cls: 0.0640, s1.acc: 95.2134, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1057, s2.loss_cls: 0.0317, s2.acc: 95.1415, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0497, loss: 1.0148 2024-03-13 10:48:40,045 - mmdet - INFO - Epoch [33][3800/7330] lr: 1.342e-06, eta: 10:12:38, time: 1.406, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1350, s0.acc: 95.0911, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2075, s1.loss_cls: 0.0624, s1.acc: 95.3445, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1023, s2.loss_cls: 0.0311, s2.acc: 95.3150, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0483, loss: 0.9886 2024-03-13 10:49:54,784 - mmdet - INFO - Epoch [33][3850/7330] lr: 1.342e-06, eta: 10:11:27, time: 1.495, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1292, s0.acc: 95.1826, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2140, s1.loss_cls: 0.0598, s1.acc: 95.5501, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1063, s2.loss_cls: 0.0304, s2.acc: 95.3693, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0501, loss: 0.9894 2024-03-13 10:51:08,384 - mmdet - INFO - Epoch [33][3900/7330] lr: 1.342e-06, eta: 10:10:15, time: 1.472, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1307, s0.acc: 95.1511, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2139, s1.loss_cls: 0.0599, s1.acc: 95.4632, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1052, s2.loss_cls: 0.0294, s2.acc: 95.3922, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0496, loss: 0.9866 2024-03-13 10:52:18,802 - mmdet - INFO - Epoch [33][3950/7330] lr: 1.342e-06, eta: 10:09:03, time: 1.408, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1363, s0.acc: 95.1140, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2126, s1.loss_cls: 0.0618, s1.acc: 95.4582, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1073, s2.loss_cls: 0.0313, s2.acc: 95.1567, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0503, loss: 1.0001 2024-03-13 10:53:30,731 - mmdet - INFO - Epoch [33][4000/7330] lr: 1.342e-06, eta: 10:07:51, time: 1.439, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1298, s0.acc: 95.2178, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2117, s1.loss_cls: 0.0610, s1.acc: 95.3450, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1058, s2.loss_cls: 0.0308, s2.acc: 95.2542, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0499, loss: 0.9775 2024-03-13 10:54:41,670 - mmdet - INFO - Epoch [33][4050/7330] lr: 1.342e-06, eta: 10:06:38, time: 1.419, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1244, s0.acc: 95.4771, s0.loss_bbox: 0.2006, s0.loss_mask: 0.2106, s1.loss_cls: 0.0568, s1.acc: 95.7282, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1051, s2.loss_cls: 0.0286, s2.acc: 95.5605, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0497, loss: 0.9570 2024-03-13 10:55:56,623 - mmdet - INFO - Epoch [33][4100/7330] lr: 1.342e-06, eta: 10:05:27, time: 1.499, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1308, s0.acc: 95.2241, s0.loss_bbox: 0.2007, s0.loss_mask: 0.2086, s1.loss_cls: 0.0602, s1.acc: 95.4975, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1039, s2.loss_cls: 0.0301, s2.acc: 95.4212, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0491, loss: 0.9673 2024-03-13 10:57:07,165 - mmdet - INFO - Epoch [33][4150/7330] lr: 1.342e-06, eta: 10:04:15, time: 1.411, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1392, s0.acc: 94.8206, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2164, s1.loss_cls: 0.0630, s1.acc: 95.2002, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1069, s2.loss_cls: 0.0312, s2.acc: 95.1767, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0505, loss: 1.0201 2024-03-13 10:58:18,183 - mmdet - INFO - Epoch [33][4200/7330] lr: 1.342e-06, eta: 10:03:02, time: 1.420, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1228, s0.acc: 95.5203, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2088, s1.loss_cls: 0.0570, s1.acc: 95.6892, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1042, s2.loss_cls: 0.0287, s2.acc: 95.5760, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0494, loss: 0.9495 2024-03-13 10:59:27,633 - mmdet - INFO - Epoch [33][4250/7330] lr: 1.342e-06, eta: 10:01:50, time: 1.389, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1377, s0.acc: 95.0129, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2089, s1.loss_cls: 0.0621, s1.acc: 95.4317, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1032, s2.loss_cls: 0.0314, s2.acc: 95.2875, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0491, loss: 0.9884 2024-03-13 11:00:43,519 - mmdet - INFO - Epoch [33][4300/7330] lr: 1.342e-06, eta: 10:00:39, time: 1.517, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1364, s0.acc: 94.9482, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2107, s1.loss_cls: 0.0618, s1.acc: 95.2666, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1038, s2.loss_cls: 0.0308, s2.acc: 95.2198, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0487, loss: 0.9971 2024-03-13 11:01:53,322 - mmdet - INFO - Epoch [33][4350/7330] lr: 1.342e-06, eta: 9:59:26, time: 1.396, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1392, s0.acc: 94.8652, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2142, s1.loss_cls: 0.0634, s1.acc: 95.1528, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1059, s2.loss_cls: 0.0316, s2.acc: 95.0431, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0501, loss: 1.0127 2024-03-13 11:03:01,552 - mmdet - INFO - Epoch [33][4400/7330] lr: 1.342e-06, eta: 9:58:14, time: 1.365, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1330, s0.acc: 95.0620, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2127, s1.loss_cls: 0.0618, s1.acc: 95.3847, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1059, s2.loss_cls: 0.0313, s2.acc: 95.1685, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0502, loss: 0.9929 2024-03-13 11:04:13,893 - mmdet - INFO - Epoch [33][4450/7330] lr: 1.342e-06, eta: 9:57:02, time: 1.447, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1319, s0.acc: 95.1753, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2127, s1.loss_cls: 0.0606, s1.acc: 95.4488, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1057, s2.loss_cls: 0.0304, s2.acc: 95.2919, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0501, loss: 0.9872 2024-03-13 11:05:25,705 - mmdet - INFO - Epoch [33][4500/7330] lr: 1.342e-06, eta: 9:55:50, time: 1.436, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1302, s0.acc: 95.2400, s0.loss_bbox: 0.2039, s0.loss_mask: 0.2120, s1.loss_cls: 0.0613, s1.acc: 95.4178, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1053, s2.loss_cls: 0.0304, s2.acc: 95.3051, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0495, loss: 0.9746 2024-03-13 11:06:40,059 - mmdet - INFO - Epoch [33][4550/7330] lr: 1.342e-06, eta: 9:54:38, time: 1.487, data_time: 0.217, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1357, s0.acc: 94.9641, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2147, s1.loss_cls: 0.0626, s1.acc: 95.2737, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1058, s2.loss_cls: 0.0319, s2.acc: 95.0933, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0500, loss: 1.0094 2024-03-13 11:07:56,194 - mmdet - INFO - Epoch [33][4600/7330] lr: 1.342e-06, eta: 9:53:26, time: 1.523, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1369, s0.acc: 95.0002, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2185, s1.loss_cls: 0.0631, s1.acc: 95.2881, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1073, s2.loss_cls: 0.0315, s2.acc: 95.1214, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0503, loss: 1.0015 2024-03-13 11:09:08,137 - mmdet - INFO - Epoch [33][4650/7330] lr: 1.342e-06, eta: 9:52:14, time: 1.439, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1266, s0.acc: 95.4060, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2116, s1.loss_cls: 0.0581, s1.acc: 95.6924, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1049, s2.loss_cls: 0.0289, s2.acc: 95.6135, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0495, loss: 0.9631 2024-03-13 11:10:21,868 - mmdet - INFO - Epoch [33][4700/7330] lr: 1.342e-06, eta: 9:51:03, time: 1.475, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1434, s0.acc: 94.8032, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2126, s1.loss_cls: 0.0663, s1.acc: 95.0778, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1051, s2.loss_cls: 0.0329, s2.acc: 94.9813, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0496, loss: 1.0233 2024-03-13 11:11:40,189 - mmdet - INFO - Epoch [33][4750/7330] lr: 1.342e-06, eta: 9:49:51, time: 1.566, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1385, s0.acc: 94.9443, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2129, s1.loss_cls: 0.0632, s1.acc: 95.3216, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1058, s2.loss_cls: 0.0319, s2.acc: 95.0592, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0495, loss: 1.0107 2024-03-13 11:12:50,260 - mmdet - INFO - Epoch [33][4800/7330] lr: 1.342e-06, eta: 9:48:39, time: 1.401, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1337, s0.acc: 95.1460, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2156, s1.loss_cls: 0.0613, s1.acc: 95.4569, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1070, s2.loss_cls: 0.0305, s2.acc: 95.3979, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0502, loss: 0.9982 2024-03-13 11:14:02,113 - mmdet - INFO - Epoch [33][4850/7330] lr: 1.342e-06, eta: 9:47:27, time: 1.437, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1353, s0.acc: 95.0640, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2082, s1.loss_cls: 0.0622, s1.acc: 95.4154, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1037, s2.loss_cls: 0.0308, s2.acc: 95.2774, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0491, loss: 0.9835 2024-03-13 11:15:10,435 - mmdet - INFO - Epoch [33][4900/7330] lr: 1.342e-06, eta: 9:46:15, time: 1.366, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1341, s0.acc: 95.0156, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2174, s1.loss_cls: 0.0620, s1.acc: 95.3081, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1076, s2.loss_cls: 0.0311, s2.acc: 95.2123, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0508, loss: 1.0133 2024-03-13 11:16:21,696 - mmdet - INFO - Epoch [33][4950/7330] lr: 1.342e-06, eta: 9:45:02, time: 1.425, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1350, s0.acc: 95.0132, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2153, s1.loss_cls: 0.0618, s1.acc: 95.3595, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1074, s2.loss_cls: 0.0313, s2.acc: 95.2231, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0510, loss: 1.0024 2024-03-13 11:17:34,525 - mmdet - INFO - Epoch [33][5000/7330] lr: 1.342e-06, eta: 9:43:51, time: 1.457, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1297, s0.acc: 95.2688, s0.loss_bbox: 0.1994, s0.loss_mask: 0.2095, s1.loss_cls: 0.0596, s1.acc: 95.5411, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1039, s2.loss_cls: 0.0297, s2.acc: 95.4118, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0491, loss: 0.9638 2024-03-13 11:18:43,707 - mmdet - INFO - Epoch [33][5050/7330] lr: 1.342e-06, eta: 9:42:38, time: 1.384, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1356, s0.acc: 95.0386, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2127, s1.loss_cls: 0.0637, s1.acc: 95.2636, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1056, s2.loss_cls: 0.0319, s2.acc: 95.1679, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0501, loss: 0.9997 2024-03-13 11:19:56,779 - mmdet - INFO - Epoch [33][5100/7330] lr: 1.342e-06, eta: 9:41:26, time: 1.461, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1355, s0.acc: 95.0425, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2155, s1.loss_cls: 0.0620, s1.acc: 95.3754, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1065, s2.loss_cls: 0.0308, s2.acc: 95.2343, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0503, loss: 1.0106 2024-03-13 11:21:10,003 - mmdet - INFO - Epoch [33][5150/7330] lr: 1.342e-06, eta: 9:40:14, time: 1.464, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1314, s0.acc: 95.2249, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2125, s1.loss_cls: 0.0597, s1.acc: 95.5820, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1052, s2.loss_cls: 0.0296, s2.acc: 95.4889, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0498, loss: 0.9836 2024-03-13 11:22:25,557 - mmdet - INFO - Epoch [33][5200/7330] lr: 1.342e-06, eta: 9:39:03, time: 1.511, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1294, s0.acc: 95.2043, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2122, s1.loss_cls: 0.0585, s1.acc: 95.5740, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1044, s2.loss_cls: 0.0291, s2.acc: 95.4585, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0495, loss: 0.9741 2024-03-13 11:23:36,915 - mmdet - INFO - Epoch [33][5250/7330] lr: 1.342e-06, eta: 9:37:51, time: 1.427, data_time: 0.185, memory: 17966, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1309, s0.acc: 95.1943, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2107, s1.loss_cls: 0.0606, s1.acc: 95.4586, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1047, s2.loss_cls: 0.0301, s2.acc: 95.3084, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0494, loss: 0.9808 2024-03-13 11:24:49,963 - mmdet - INFO - Epoch [33][5300/7330] lr: 1.342e-06, eta: 9:36:39, time: 1.461, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1371, s0.acc: 95.0276, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2175, s1.loss_cls: 0.0625, s1.acc: 95.3471, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1072, s2.loss_cls: 0.0314, s2.acc: 95.1439, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0504, loss: 1.0109 2024-03-13 11:26:02,831 - mmdet - INFO - Epoch [33][5350/7330] lr: 1.342e-06, eta: 9:35:27, time: 1.457, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1389, s0.acc: 94.9734, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2143, s1.loss_cls: 0.0633, s1.acc: 95.2920, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1057, s2.loss_cls: 0.0313, s2.acc: 95.1374, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0497, loss: 1.0060 2024-03-13 11:27:15,887 - mmdet - INFO - Epoch [33][5400/7330] lr: 1.342e-06, eta: 9:34:15, time: 1.461, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1287, s0.acc: 95.2729, s0.loss_bbox: 0.2042, s0.loss_mask: 0.2108, s1.loss_cls: 0.0583, s1.acc: 95.7001, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1037, s2.loss_cls: 0.0294, s2.acc: 95.5279, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0490, loss: 0.9670 2024-03-13 11:28:28,122 - mmdet - INFO - Epoch [33][5450/7330] lr: 1.342e-06, eta: 9:33:03, time: 1.445, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1317, s0.acc: 95.2344, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2117, s1.loss_cls: 0.0592, s1.acc: 95.5650, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1050, s2.loss_cls: 0.0298, s2.acc: 95.4430, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0496, loss: 0.9815 2024-03-13 11:29:43,627 - mmdet - INFO - Epoch [33][5500/7330] lr: 1.342e-06, eta: 9:31:51, time: 1.510, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1364, s0.acc: 95.0759, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2122, s1.loss_cls: 0.0617, s1.acc: 95.4384, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1052, s2.loss_cls: 0.0310, s2.acc: 95.3506, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0498, loss: 0.9997 2024-03-13 11:30:55,042 - mmdet - INFO - Epoch [33][5550/7330] lr: 1.342e-06, eta: 9:30:39, time: 1.428, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1316, s0.acc: 95.1887, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2108, s1.loss_cls: 0.0614, s1.acc: 95.4479, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1058, s2.loss_cls: 0.0302, s2.acc: 95.3863, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0503, loss: 0.9819 2024-03-13 11:32:09,544 - mmdet - INFO - Epoch [33][5600/7330] lr: 1.342e-06, eta: 9:29:27, time: 1.490, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1422, s0.acc: 94.8682, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2177, s1.loss_cls: 0.0641, s1.acc: 95.2639, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1082, s2.loss_cls: 0.0320, s2.acc: 95.0789, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0511, loss: 1.0287 2024-03-13 11:33:18,253 - mmdet - INFO - Epoch [33][5650/7330] lr: 1.342e-06, eta: 9:28:15, time: 1.374, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1356, s0.acc: 95.1030, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2115, s1.loss_cls: 0.0618, s1.acc: 95.4723, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1050, s2.loss_cls: 0.0303, s2.acc: 95.4250, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0496, loss: 0.9956 2024-03-13 11:34:32,612 - mmdet - INFO - Epoch [33][5700/7330] lr: 1.342e-06, eta: 9:27:03, time: 1.487, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1323, s0.acc: 95.2322, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2155, s1.loss_cls: 0.0601, s1.acc: 95.5837, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1072, s2.loss_cls: 0.0299, s2.acc: 95.4827, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0509, loss: 0.9837 2024-03-13 11:35:44,231 - mmdet - INFO - Epoch [33][5750/7330] lr: 1.342e-06, eta: 9:25:51, time: 1.432, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1393, s0.acc: 94.9517, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2123, s1.loss_cls: 0.0634, s1.acc: 95.2918, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1050, s2.loss_cls: 0.0316, s2.acc: 95.1791, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0497, loss: 1.0126 2024-03-13 11:36:56,120 - mmdet - INFO - Epoch [33][5800/7330] lr: 1.342e-06, eta: 9:24:39, time: 1.438, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1368, s0.acc: 95.0513, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2145, s1.loss_cls: 0.0635, s1.acc: 95.3684, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1066, s2.loss_cls: 0.0319, s2.acc: 95.1534, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0502, loss: 1.0068 2024-03-13 11:38:11,114 - mmdet - INFO - Epoch [33][5850/7330] lr: 1.342e-06, eta: 9:23:27, time: 1.500, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1319, s0.acc: 95.1350, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2085, s1.loss_cls: 0.0609, s1.acc: 95.4353, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1024, s2.loss_cls: 0.0300, s2.acc: 95.4372, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0482, loss: 0.9803 2024-03-13 11:39:23,163 - mmdet - INFO - Epoch [33][5900/7330] lr: 1.342e-06, eta: 9:22:15, time: 1.441, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1357, s0.acc: 94.9446, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2149, s1.loss_cls: 0.0619, s1.acc: 95.3515, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1063, s2.loss_cls: 0.0315, s2.acc: 95.1458, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0502, loss: 1.0139 2024-03-13 11:40:32,801 - mmdet - INFO - Epoch [33][5950/7330] lr: 1.342e-06, eta: 9:21:03, time: 1.393, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1361, s0.acc: 95.0908, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2089, s1.loss_cls: 0.0623, s1.acc: 95.4387, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1034, s2.loss_cls: 0.0309, s2.acc: 95.4001, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0490, loss: 0.9872 2024-03-13 11:41:43,782 - mmdet - INFO - Epoch [33][6000/7330] lr: 1.342e-06, eta: 9:19:51, time: 1.420, data_time: 0.218, memory: 17966, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1340, s0.acc: 94.9851, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2147, s1.loss_cls: 0.0614, s1.acc: 95.3096, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1063, s2.loss_cls: 0.0310, s2.acc: 95.1474, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0501, loss: 1.0059 2024-03-13 11:42:54,017 - mmdet - INFO - Epoch [33][6050/7330] lr: 1.342e-06, eta: 9:18:39, time: 1.405, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1368, s0.acc: 94.9663, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2091, s1.loss_cls: 0.0638, s1.acc: 95.1706, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1039, s2.loss_cls: 0.0319, s2.acc: 95.0634, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0492, loss: 0.9996 2024-03-13 11:44:09,001 - mmdet - INFO - Epoch [33][6100/7330] lr: 1.342e-06, eta: 9:17:27, time: 1.500, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1345, s0.acc: 95.0903, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2155, s1.loss_cls: 0.0620, s1.acc: 95.4251, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1067, s2.loss_cls: 0.0315, s2.acc: 95.2445, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0501, loss: 0.9876 2024-03-13 11:45:18,330 - mmdet - INFO - Epoch [33][6150/7330] lr: 1.342e-06, eta: 9:16:15, time: 1.387, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1339, s0.acc: 95.1494, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2125, s1.loss_cls: 0.0620, s1.acc: 95.3598, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1058, s2.loss_cls: 0.0309, s2.acc: 95.2617, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0499, loss: 0.9895 2024-03-13 11:46:31,033 - mmdet - INFO - Epoch [33][6200/7330] lr: 1.342e-06, eta: 9:15:03, time: 1.454, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1283, s0.acc: 95.3284, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2105, s1.loss_cls: 0.0587, s1.acc: 95.6924, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1043, s2.loss_cls: 0.0297, s2.acc: 95.4958, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0495, loss: 0.9651 2024-03-13 11:47:46,417 - mmdet - INFO - Epoch [33][6250/7330] lr: 1.342e-06, eta: 9:13:51, time: 1.508, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1367, s0.acc: 95.0015, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2117, s1.loss_cls: 0.0624, s1.acc: 95.3796, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1041, s2.loss_cls: 0.0312, s2.acc: 95.2133, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0491, loss: 0.9912 2024-03-13 11:49:01,086 - mmdet - INFO - Epoch [33][6300/7330] lr: 1.342e-06, eta: 9:12:39, time: 1.493, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1394, s0.acc: 94.9563, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2138, s1.loss_cls: 0.0633, s1.acc: 95.2438, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1055, s2.loss_cls: 0.0316, s2.acc: 95.1688, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0502, loss: 1.0061 2024-03-13 11:50:11,564 - mmdet - INFO - Epoch [33][6350/7330] lr: 1.342e-06, eta: 9:11:27, time: 1.410, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1286, s0.acc: 95.2900, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2059, s1.loss_cls: 0.0590, s1.acc: 95.5588, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1024, s2.loss_cls: 0.0300, s2.acc: 95.4534, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0486, loss: 0.9590 2024-03-13 11:51:22,158 - mmdet - INFO - Epoch [33][6400/7330] lr: 1.342e-06, eta: 9:10:15, time: 1.412, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1261, s0.acc: 95.3276, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2143, s1.loss_cls: 0.0585, s1.acc: 95.6589, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1061, s2.loss_cls: 0.0297, s2.acc: 95.4263, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0500, loss: 0.9708 2024-03-13 11:52:31,591 - mmdet - INFO - Epoch [33][6450/7330] lr: 1.342e-06, eta: 9:09:03, time: 1.389, data_time: 0.221, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1407, s0.acc: 94.8782, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2098, s1.loss_cls: 0.0645, s1.acc: 95.1803, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1047, s2.loss_cls: 0.0325, s2.acc: 95.0012, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0494, loss: 1.0118 2024-03-13 11:53:42,016 - mmdet - INFO - Epoch [33][6500/7330] lr: 1.342e-06, eta: 9:07:51, time: 1.408, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1277, s0.acc: 95.3708, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2079, s1.loss_cls: 0.0575, s1.acc: 95.7930, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1028, s2.loss_cls: 0.0293, s2.acc: 95.5437, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0484, loss: 0.9588 2024-03-13 11:54:52,135 - mmdet - INFO - Epoch [33][6550/7330] lr: 1.342e-06, eta: 9:06:38, time: 1.402, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1341, s0.acc: 95.1133, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2081, s1.loss_cls: 0.0614, s1.acc: 95.4380, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1036, s2.loss_cls: 0.0301, s2.acc: 95.4086, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0495, loss: 0.9954 2024-03-13 11:56:03,661 - mmdet - INFO - Epoch [33][6600/7330] lr: 1.342e-06, eta: 9:05:26, time: 1.430, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1236, s0.acc: 95.4768, s0.loss_bbox: 0.1994, s0.loss_mask: 0.2130, s1.loss_cls: 0.0559, s1.acc: 95.7994, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1066, s2.loss_cls: 0.0283, s2.acc: 95.6590, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0499, loss: 0.9588 2024-03-13 11:57:14,122 - mmdet - INFO - Epoch [33][6650/7330] lr: 1.342e-06, eta: 9:04:14, time: 1.409, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1311, s0.acc: 95.2129, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2114, s1.loss_cls: 0.0599, s1.acc: 95.5329, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1049, s2.loss_cls: 0.0301, s2.acc: 95.3380, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0498, loss: 0.9834 2024-03-13 11:58:24,773 - mmdet - INFO - Epoch [33][6700/7330] lr: 1.342e-06, eta: 9:03:02, time: 1.413, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1342, s0.acc: 95.1543, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2099, s1.loss_cls: 0.0611, s1.acc: 95.5076, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1048, s2.loss_cls: 0.0303, s2.acc: 95.3632, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0497, loss: 0.9852 2024-03-13 11:59:37,916 - mmdet - INFO - Epoch [33][6750/7330] lr: 1.342e-06, eta: 9:01:50, time: 1.463, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1373, s0.acc: 95.0662, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2142, s1.loss_cls: 0.0629, s1.acc: 95.3920, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1065, s2.loss_cls: 0.0312, s2.acc: 95.2163, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0505, loss: 1.0025 2024-03-13 12:00:51,031 - mmdet - INFO - Epoch [33][6800/7330] lr: 1.342e-06, eta: 9:00:38, time: 1.462, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1343, s0.acc: 95.1130, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2129, s1.loss_cls: 0.0617, s1.acc: 95.4392, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1054, s2.loss_cls: 0.0307, s2.acc: 95.3719, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0497, loss: 1.0006 2024-03-13 12:02:04,038 - mmdet - INFO - Epoch [33][6850/7330] lr: 1.342e-06, eta: 8:59:26, time: 1.460, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1315, s0.acc: 95.1960, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2127, s1.loss_cls: 0.0606, s1.acc: 95.4379, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1049, s2.loss_cls: 0.0304, s2.acc: 95.2901, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0496, loss: 0.9811 2024-03-13 12:03:15,686 - mmdet - INFO - Epoch [33][6900/7330] lr: 1.342e-06, eta: 8:58:14, time: 1.433, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1323, s0.acc: 95.2463, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2116, s1.loss_cls: 0.0604, s1.acc: 95.6274, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1055, s2.loss_cls: 0.0300, s2.acc: 95.4779, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0499, loss: 0.9747 2024-03-13 12:04:28,227 - mmdet - INFO - Epoch [33][6950/7330] lr: 1.342e-06, eta: 8:57:02, time: 1.451, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1347, s0.acc: 95.0593, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2134, s1.loss_cls: 0.0610, s1.acc: 95.4596, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1053, s2.loss_cls: 0.0303, s2.acc: 95.3785, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0494, loss: 0.9807 2024-03-13 12:05:42,306 - mmdet - INFO - Epoch [33][7000/7330] lr: 1.342e-06, eta: 8:55:50, time: 1.482, data_time: 0.104, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1360, s0.acc: 95.0537, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2112, s1.loss_cls: 0.0626, s1.acc: 95.3839, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1047, s2.loss_cls: 0.0311, s2.acc: 95.2514, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0497, loss: 0.9913 2024-03-13 12:06:53,072 - mmdet - INFO - Epoch [33][7050/7330] lr: 1.342e-06, eta: 8:54:38, time: 1.415, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1253, s0.acc: 95.4175, s0.loss_bbox: 0.2014, s0.loss_mask: 0.2105, s1.loss_cls: 0.0569, s1.acc: 95.7639, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1038, s2.loss_cls: 0.0289, s2.acc: 95.5831, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0491, loss: 0.9577 2024-03-13 12:08:05,171 - mmdet - INFO - Epoch [33][7100/7330] lr: 1.342e-06, eta: 8:53:26, time: 1.442, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1355, s0.acc: 95.0386, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2156, s1.loss_cls: 0.0622, s1.acc: 95.2919, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1068, s2.loss_cls: 0.0307, s2.acc: 95.2639, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0502, loss: 1.0050 2024-03-13 12:09:19,605 - mmdet - INFO - Epoch [33][7150/7330] lr: 1.342e-06, eta: 8:52:14, time: 1.489, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1344, s0.acc: 95.1523, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2107, s1.loss_cls: 0.0624, s1.acc: 95.4485, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1049, s2.loss_cls: 0.0313, s2.acc: 95.2940, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0492, loss: 0.9883 2024-03-13 12:10:30,254 - mmdet - INFO - Epoch [33][7200/7330] lr: 1.342e-06, eta: 8:51:02, time: 1.413, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1354, s0.acc: 95.0850, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2149, s1.loss_cls: 0.0620, s1.acc: 95.3884, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1072, s2.loss_cls: 0.0307, s2.acc: 95.3255, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0509, loss: 1.0070 2024-03-13 12:11:41,461 - mmdet - INFO - Epoch [33][7250/7330] lr: 1.342e-06, eta: 8:49:50, time: 1.424, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1304, s0.acc: 95.2512, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2099, s1.loss_cls: 0.0596, s1.acc: 95.6245, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1048, s2.loss_cls: 0.0294, s2.acc: 95.4743, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0494, loss: 0.9741 2024-03-13 12:12:55,879 - mmdet - INFO - Epoch [33][7300/7330] lr: 1.342e-06, eta: 8:48:38, time: 1.488, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1405, s0.acc: 94.8613, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2140, s1.loss_cls: 0.0635, s1.acc: 95.2794, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1055, s2.loss_cls: 0.0313, s2.acc: 95.2196, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0497, loss: 1.0208 2024-03-13 12:13:31,147 - mmdet - INFO - Saving checkpoint at 33 epochs 2024-03-13 12:18:58,579 - mmdet - INFO - Evaluating bbox... 2024-03-13 12:19:27,813 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.515 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.703 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.561 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 ] = 0.550 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.665 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.642 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.642 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.642 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.476 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.676 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.784 2024-03-13 12:19:27,813 - mmdet - INFO - Evaluating segm... 2024-03-13 12:20:01,073 - 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 ] = 0.678 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.483 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.254 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 ] = 0.631 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.399 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.714 2024-03-13 12:20:01,588 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 12:20:01,591 - mmdet - INFO - Epoch(val) [33][1250] bbox_mAP: 0.5150, bbox_mAP_50: 0.7030, bbox_mAP_75: 0.5610, bbox_mAP_s: 0.3480, bbox_mAP_m: 0.5500, bbox_mAP_l: 0.6650, bbox_mAP_copypaste: 0.515 0.703 0.561 0.348 0.550 0.665, segm_mAP: 0.4470, segm_mAP_50: 0.6780, segm_mAP_75: 0.4830, segm_mAP_s: 0.2540, segm_mAP_m: 0.4770, segm_mAP_l: 0.6310, segm_mAP_copypaste: 0.447 0.678 0.483 0.254 0.477 0.631 2024-03-13 12:21:15,761 - mmdet - INFO - Epoch [34][50/7330] lr: 1.342e-07, eta: 8:46:39, time: 1.482, data_time: 0.274, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1289, s0.acc: 95.2051, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2087, s1.loss_cls: 0.0594, s1.acc: 95.5538, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1040, s2.loss_cls: 0.0295, s2.acc: 95.4663, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0492, loss: 0.9685 2024-03-13 12:22:26,185 - mmdet - INFO - Epoch [34][100/7330] lr: 1.342e-07, eta: 8:45:27, time: 1.408, data_time: 0.103, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1364, s0.acc: 94.9697, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2129, s1.loss_cls: 0.0626, s1.acc: 95.3700, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1051, s2.loss_cls: 0.0315, s2.acc: 95.2124, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0496, loss: 1.0065 2024-03-13 12:23:40,052 - mmdet - INFO - Epoch [34][150/7330] lr: 1.342e-07, eta: 8:44:15, time: 1.477, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1295, s0.acc: 95.2505, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2116, s1.loss_cls: 0.0592, s1.acc: 95.6301, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1049, s2.loss_cls: 0.0294, s2.acc: 95.5737, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0494, loss: 0.9727 2024-03-13 12:24:53,617 - mmdet - INFO - Epoch [34][200/7330] lr: 1.342e-07, eta: 8:43:03, time: 1.471, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1293, s0.acc: 95.2217, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2149, s1.loss_cls: 0.0593, s1.acc: 95.5271, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1064, s2.loss_cls: 0.0300, s2.acc: 95.3131, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0501, loss: 0.9877 2024-03-13 12:26:05,136 - mmdet - INFO - Epoch [34][250/7330] lr: 1.342e-07, eta: 8:41:51, time: 1.430, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1261, s0.acc: 95.3665, s0.loss_bbox: 0.2042, s0.loss_mask: 0.2092, s1.loss_cls: 0.0577, s1.acc: 95.6392, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1037, s2.loss_cls: 0.0285, s2.acc: 95.6141, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0495, loss: 0.9659 2024-03-13 12:27:18,583 - mmdet - INFO - Epoch [34][300/7330] lr: 1.342e-07, eta: 8:40:40, time: 1.469, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1331, s0.acc: 95.1094, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2091, s1.loss_cls: 0.0610, s1.acc: 95.4300, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1043, s2.loss_cls: 0.0304, s2.acc: 95.3580, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0495, loss: 0.9867 2024-03-13 12:28:32,134 - mmdet - INFO - Epoch [34][350/7330] lr: 1.342e-07, eta: 8:39:28, time: 1.471, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1323, s0.acc: 95.0906, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2097, s1.loss_cls: 0.0610, s1.acc: 95.3889, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1044, s2.loss_cls: 0.0305, s2.acc: 95.3223, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0496, loss: 0.9879 2024-03-13 12:29:47,358 - mmdet - INFO - Epoch [34][400/7330] lr: 1.342e-07, eta: 8:38:16, time: 1.505, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1395, s0.acc: 94.8611, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2135, s1.loss_cls: 0.0638, s1.acc: 95.2027, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1057, s2.loss_cls: 0.0318, s2.acc: 95.0231, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0499, loss: 1.0148 2024-03-13 12:31:01,822 - mmdet - INFO - Epoch [34][450/7330] lr: 1.342e-07, eta: 8:37:04, time: 1.489, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1392, s0.acc: 94.9160, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2176, s1.loss_cls: 0.0629, s1.acc: 95.3920, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1066, s2.loss_cls: 0.0310, s2.acc: 95.3721, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0499, loss: 1.0134 2024-03-13 12:32:14,247 - mmdet - INFO - Epoch [34][500/7330] lr: 1.342e-07, eta: 8:35:52, time: 1.449, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1262, s0.acc: 95.3372, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2152, s1.loss_cls: 0.0575, s1.acc: 95.6449, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1057, s2.loss_cls: 0.0291, s2.acc: 95.5233, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0501, loss: 0.9762 2024-03-13 12:33:26,616 - mmdet - INFO - Epoch [34][550/7330] lr: 1.342e-07, eta: 8:34:40, time: 1.447, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1282, s0.acc: 95.3003, s0.loss_bbox: 0.2014, s0.loss_mask: 0.2108, s1.loss_cls: 0.0594, s1.acc: 95.5399, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1054, s2.loss_cls: 0.0292, s2.acc: 95.5861, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0497, loss: 0.9645 2024-03-13 12:34:35,916 - mmdet - INFO - Epoch [34][600/7330] lr: 1.342e-07, eta: 8:33:28, time: 1.386, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1281, s0.acc: 95.2659, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2116, s1.loss_cls: 0.0586, s1.acc: 95.5374, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1055, s2.loss_cls: 0.0294, s2.acc: 95.3745, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0502, loss: 0.9763 2024-03-13 12:35:49,218 - mmdet - INFO - Epoch [34][650/7330] lr: 1.342e-07, eta: 8:32:16, time: 1.466, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1385, s0.acc: 94.9431, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2159, s1.loss_cls: 0.0628, s1.acc: 95.3361, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1070, s2.loss_cls: 0.0314, s2.acc: 95.1966, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0505, loss: 1.0261 2024-03-13 12:37:00,794 - mmdet - INFO - Epoch [34][700/7330] lr: 1.342e-07, eta: 8:31:04, time: 1.431, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1356, s0.acc: 95.0730, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2101, s1.loss_cls: 0.0619, s1.acc: 95.4716, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1039, s2.loss_cls: 0.0310, s2.acc: 95.3091, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0490, loss: 1.0044 2024-03-13 12:38:11,603 - mmdet - INFO - Epoch [34][750/7330] lr: 1.342e-07, eta: 8:29:52, time: 1.416, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1312, s0.acc: 95.1609, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2122, s1.loss_cls: 0.0602, s1.acc: 95.4593, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1059, s2.loss_cls: 0.0302, s2.acc: 95.3588, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0497, loss: 0.9873 2024-03-13 12:39:23,072 - mmdet - INFO - Epoch [34][800/7330] lr: 1.342e-07, eta: 8:28:40, time: 1.429, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1325, s0.acc: 95.1741, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2081, s1.loss_cls: 0.0598, s1.acc: 95.6102, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1031, s2.loss_cls: 0.0301, s2.acc: 95.5000, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0489, loss: 0.9697 2024-03-13 12:40:35,298 - mmdet - INFO - Epoch [34][850/7330] lr: 1.342e-07, eta: 8:27:28, time: 1.445, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1274, s0.acc: 95.2976, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2132, s1.loss_cls: 0.0578, s1.acc: 95.6642, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1057, s2.loss_cls: 0.0286, s2.acc: 95.5935, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0500, loss: 0.9745 2024-03-13 12:41:45,169 - mmdet - INFO - Epoch [34][900/7330] lr: 1.342e-07, eta: 8:26:16, time: 1.397, data_time: 0.113, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1311, s0.acc: 95.2251, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2099, s1.loss_cls: 0.0606, s1.acc: 95.5155, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1039, s2.loss_cls: 0.0304, s2.acc: 95.3673, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0490, loss: 0.9709 2024-03-13 12:42:55,574 - mmdet - INFO - Epoch [34][950/7330] lr: 1.342e-07, eta: 8:25:03, time: 1.408, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1335, s0.acc: 95.0879, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2169, s1.loss_cls: 0.0612, s1.acc: 95.3439, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1066, s2.loss_cls: 0.0312, s2.acc: 95.1295, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0504, loss: 1.0080 2024-03-13 12:44:07,441 - mmdet - INFO - Epoch [34][1000/7330] lr: 1.342e-07, eta: 8:23:51, time: 1.437, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1238, s0.acc: 95.4954, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2166, s1.loss_cls: 0.0567, s1.acc: 95.8019, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1077, s2.loss_cls: 0.0282, s2.acc: 95.7864, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0509, loss: 0.9593 2024-03-13 12:45:17,375 - mmdet - INFO - Epoch [34][1050/7330] lr: 1.342e-07, eta: 8:22:39, time: 1.399, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1252, s0.acc: 95.4719, s0.loss_bbox: 0.1974, s0.loss_mask: 0.2102, s1.loss_cls: 0.0568, s1.acc: 95.8923, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1047, s2.loss_cls: 0.0284, s2.acc: 95.7700, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0495, loss: 0.9503 2024-03-13 12:46:30,141 - mmdet - INFO - Epoch [34][1100/7330] lr: 1.342e-07, eta: 8:21:27, time: 1.455, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1307, s0.acc: 95.2151, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2131, s1.loss_cls: 0.0597, s1.acc: 95.5708, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1066, s2.loss_cls: 0.0299, s2.acc: 95.4923, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0503, loss: 0.9818 2024-03-13 12:47:45,139 - mmdet - INFO - Epoch [34][1150/7330] lr: 1.342e-07, eta: 8:20:15, time: 1.500, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1356, s0.acc: 95.1074, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2109, s1.loss_cls: 0.0624, s1.acc: 95.4640, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1049, s2.loss_cls: 0.0310, s2.acc: 95.3207, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0493, loss: 0.9924 2024-03-13 12:48:58,487 - mmdet - INFO - Epoch [34][1200/7330] lr: 1.342e-07, eta: 8:19:04, time: 1.467, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1283, s0.acc: 95.3115, s0.loss_bbox: 0.1998, s0.loss_mask: 0.2107, s1.loss_cls: 0.0585, s1.acc: 95.6461, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1050, s2.loss_cls: 0.0292, s2.acc: 95.5036, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0499, loss: 0.9630 2024-03-13 12:50:06,329 - mmdet - INFO - Epoch [34][1250/7330] lr: 1.342e-07, eta: 8:17:51, time: 1.357, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1246, s0.acc: 95.5117, s0.loss_bbox: 0.1988, s0.loss_mask: 0.2084, s1.loss_cls: 0.0568, s1.acc: 95.8109, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1039, s2.loss_cls: 0.0286, s2.acc: 95.7104, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0493, loss: 0.9530 2024-03-13 12:51:17,114 - mmdet - INFO - Epoch [34][1300/7330] lr: 1.342e-07, eta: 8:16:39, time: 1.416, data_time: 0.203, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1393, s0.acc: 94.9707, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2129, s1.loss_cls: 0.0646, s1.acc: 95.2558, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1058, s2.loss_cls: 0.0320, s2.acc: 95.1786, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0502, loss: 1.0089 2024-03-13 12:52:27,555 - mmdet - INFO - Epoch [34][1350/7330] lr: 1.342e-07, eta: 8:15:27, time: 1.409, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1306, s0.acc: 95.2266, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2157, s1.loss_cls: 0.0612, s1.acc: 95.4043, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1061, s2.loss_cls: 0.0305, s2.acc: 95.3031, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0501, loss: 0.9794 2024-03-13 12:53:42,593 - mmdet - INFO - Epoch [34][1400/7330] lr: 1.342e-07, eta: 8:14:15, time: 1.501, data_time: 0.207, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1307, s0.acc: 95.1062, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2115, s1.loss_cls: 0.0592, s1.acc: 95.4931, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1049, s2.loss_cls: 0.0295, s2.acc: 95.4763, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0497, loss: 0.9854 2024-03-13 12:54:55,726 - mmdet - INFO - Epoch [34][1450/7330] lr: 1.342e-07, eta: 8:13:03, time: 1.463, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1293, s0.acc: 95.3218, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2164, s1.loss_cls: 0.0590, s1.acc: 95.5945, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1063, s2.loss_cls: 0.0299, s2.acc: 95.3939, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0501, loss: 0.9881 2024-03-13 12:56:11,442 - mmdet - INFO - Epoch [34][1500/7330] lr: 1.342e-07, eta: 8:11:52, time: 1.514, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1353, s0.acc: 95.0100, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2103, s1.loss_cls: 0.0620, s1.acc: 95.3363, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1047, s2.loss_cls: 0.0306, s2.acc: 95.2919, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0493, loss: 0.9961 2024-03-13 12:57:23,826 - mmdet - INFO - Epoch [34][1550/7330] lr: 1.342e-07, eta: 8:10:40, time: 1.448, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1267, s0.acc: 95.2954, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2138, s1.loss_cls: 0.0575, s1.acc: 95.6462, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1068, s2.loss_cls: 0.0291, s2.acc: 95.4927, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0505, loss: 0.9807 2024-03-13 12:58:39,976 - mmdet - INFO - Epoch [34][1600/7330] lr: 1.342e-07, eta: 8:09:28, time: 1.523, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1371, s0.acc: 95.0305, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2147, s1.loss_cls: 0.0616, s1.acc: 95.4167, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1061, s2.loss_cls: 0.0311, s2.acc: 95.3113, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0503, loss: 1.0140 2024-03-13 12:59:55,193 - mmdet - INFO - Epoch [34][1650/7330] lr: 1.342e-07, eta: 8:08:16, time: 1.504, data_time: 0.211, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1309, s0.acc: 95.1797, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2100, s1.loss_cls: 0.0599, s1.acc: 95.5198, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1041, s2.loss_cls: 0.0298, s2.acc: 95.3401, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0490, loss: 0.9845 2024-03-13 13:01:07,495 - mmdet - INFO - Epoch [34][1700/7330] lr: 1.342e-07, eta: 8:07:04, time: 1.446, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1261, s0.acc: 95.3960, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2075, s1.loss_cls: 0.0580, s1.acc: 95.7388, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1031, s2.loss_cls: 0.0290, s2.acc: 95.6119, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0489, loss: 0.9596 2024-03-13 13:02:14,108 - mmdet - INFO - Epoch [34][1750/7330] lr: 1.342e-07, eta: 8:05:52, time: 1.332, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1241, s0.acc: 95.3435, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2057, s1.loss_cls: 0.0556, s1.acc: 95.7754, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1017, s2.loss_cls: 0.0281, s2.acc: 95.6154, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0477, loss: 0.9495 2024-03-13 13:03:27,949 - mmdet - INFO - Epoch [34][1800/7330] lr: 1.342e-07, eta: 8:04:40, time: 1.477, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1329, s0.acc: 95.1414, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2091, s1.loss_cls: 0.0605, s1.acc: 95.4558, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1040, s2.loss_cls: 0.0300, s2.acc: 95.3142, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0488, loss: 0.9844 2024-03-13 13:04:40,145 - mmdet - INFO - Epoch [34][1850/7330] lr: 1.342e-07, eta: 8:03:28, time: 1.444, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1256, s0.acc: 95.4275, s0.loss_bbox: 0.1997, s0.loss_mask: 0.2101, s1.loss_cls: 0.0574, s1.acc: 95.7582, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1042, s2.loss_cls: 0.0290, s2.acc: 95.5608, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0494, loss: 0.9552 2024-03-13 13:05:49,122 - mmdet - INFO - Epoch [34][1900/7330] lr: 1.342e-07, eta: 8:02:16, time: 1.379, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1327, s0.acc: 95.1016, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2128, s1.loss_cls: 0.0602, s1.acc: 95.4566, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1057, s2.loss_cls: 0.0303, s2.acc: 95.3160, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0498, loss: 0.9892 2024-03-13 13:07:01,280 - mmdet - INFO - Epoch [34][1950/7330] lr: 1.342e-07, eta: 8:01:04, time: 1.443, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1273, s0.acc: 95.2817, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2114, s1.loss_cls: 0.0581, s1.acc: 95.5557, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1048, s2.loss_cls: 0.0293, s2.acc: 95.4377, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0494, loss: 0.9744 2024-03-13 13:08:16,354 - mmdet - INFO - Epoch [34][2000/7330] lr: 1.342e-07, eta: 7:59:52, time: 1.501, data_time: 0.206, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1320, s0.acc: 95.2058, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2128, s1.loss_cls: 0.0599, s1.acc: 95.5091, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1059, s2.loss_cls: 0.0298, s2.acc: 95.4507, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0497, loss: 0.9890 2024-03-13 13:09:28,295 - mmdet - INFO - Epoch [34][2050/7330] lr: 1.342e-07, eta: 7:58:40, time: 1.439, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1391, s0.acc: 94.9102, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2119, s1.loss_cls: 0.0635, s1.acc: 95.2193, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1050, s2.loss_cls: 0.0316, s2.acc: 95.1623, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0494, loss: 1.0126 2024-03-13 13:10:41,693 - mmdet - INFO - Epoch [34][2100/7330] lr: 1.342e-07, eta: 7:57:28, time: 1.468, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1312, s0.acc: 95.2170, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2076, s1.loss_cls: 0.0599, s1.acc: 95.5499, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1031, s2.loss_cls: 0.0302, s2.acc: 95.4094, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0483, loss: 0.9719 2024-03-13 13:11:50,999 - mmdet - INFO - Epoch [34][2150/7330] lr: 1.342e-07, eta: 7:56:16, time: 1.386, data_time: 0.118, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1288, s0.acc: 95.3691, s0.loss_bbox: 0.1994, s0.loss_mask: 0.2044, s1.loss_cls: 0.0590, s1.acc: 95.6800, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1005, s2.loss_cls: 0.0294, s2.acc: 95.5593, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0478, loss: 0.9484 2024-03-13 13:13:02,337 - mmdet - INFO - Epoch [34][2200/7330] lr: 1.342e-07, eta: 7:55:04, time: 1.427, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1360, s0.acc: 95.0857, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2075, s1.loss_cls: 0.0618, s1.acc: 95.4335, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1032, s2.loss_cls: 0.0306, s2.acc: 95.3034, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0484, loss: 0.9846 2024-03-13 13:14:13,563 - mmdet - INFO - Epoch [34][2250/7330] lr: 1.342e-07, eta: 7:53:51, time: 1.424, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1281, s0.acc: 95.2788, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2072, s1.loss_cls: 0.0579, s1.acc: 95.6583, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1025, s2.loss_cls: 0.0292, s2.acc: 95.4806, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0484, loss: 0.9640 2024-03-13 13:15:23,047 - mmdet - INFO - Epoch [34][2300/7330] lr: 1.342e-07, eta: 7:52:39, time: 1.390, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1373, s0.acc: 95.0193, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2137, s1.loss_cls: 0.0641, s1.acc: 95.2388, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1057, s2.loss_cls: 0.0319, s2.acc: 95.1879, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0497, loss: 1.0046 2024-03-13 13:16:34,717 - mmdet - INFO - Epoch [34][2350/7330] lr: 1.342e-07, eta: 7:51:27, time: 1.433, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1248, s0.acc: 95.3848, s0.loss_bbox: 0.2004, s0.loss_mask: 0.2058, s1.loss_cls: 0.0571, s1.acc: 95.6973, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1031, s2.loss_cls: 0.0286, s2.acc: 95.6307, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0490, loss: 0.9479 2024-03-13 13:17:47,801 - mmdet - INFO - Epoch [34][2400/7330] lr: 1.342e-07, eta: 7:50:15, time: 1.462, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1351, s0.acc: 95.0596, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2131, s1.loss_cls: 0.0616, s1.acc: 95.4753, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1054, s2.loss_cls: 0.0305, s2.acc: 95.3494, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0498, loss: 0.9927 2024-03-13 13:19:01,439 - mmdet - INFO - Epoch [34][2450/7330] lr: 1.342e-07, eta: 7:49:03, time: 1.473, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1310, s0.acc: 95.2258, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2073, s1.loss_cls: 0.0605, s1.acc: 95.4909, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1041, s2.loss_cls: 0.0304, s2.acc: 95.3218, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0492, loss: 0.9764 2024-03-13 13:20:16,450 - mmdet - INFO - Epoch [34][2500/7330] lr: 1.342e-07, eta: 7:47:52, time: 1.500, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1339, s0.acc: 95.1196, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2099, s1.loss_cls: 0.0606, s1.acc: 95.5072, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1040, s2.loss_cls: 0.0304, s2.acc: 95.3836, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0491, loss: 0.9778 2024-03-13 13:21:30,130 - mmdet - INFO - Epoch [34][2550/7330] lr: 1.342e-07, eta: 7:46:40, time: 1.474, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1344, s0.acc: 95.1228, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2123, s1.loss_cls: 0.0607, s1.acc: 95.5549, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1049, s2.loss_cls: 0.0308, s2.acc: 95.3582, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0494, loss: 0.9973 2024-03-13 13:22:43,698 - mmdet - INFO - Epoch [34][2600/7330] lr: 1.342e-07, eta: 7:45:28, time: 1.471, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1388, s0.acc: 94.9067, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2133, s1.loss_cls: 0.0633, s1.acc: 95.2569, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1062, s2.loss_cls: 0.0313, s2.acc: 95.2437, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0504, loss: 1.0125 2024-03-13 13:23:57,048 - mmdet - INFO - Epoch [34][2650/7330] lr: 1.342e-07, eta: 7:44:16, time: 1.467, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1334, s0.acc: 95.1567, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2100, s1.loss_cls: 0.0610, s1.acc: 95.4733, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1041, s2.loss_cls: 0.0305, s2.acc: 95.3071, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0490, loss: 0.9873 2024-03-13 13:25:10,644 - mmdet - INFO - Epoch [34][2700/7330] lr: 1.342e-07, eta: 7:43:04, time: 1.472, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1338, s0.acc: 95.1228, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2090, s1.loss_cls: 0.0598, s1.acc: 95.5808, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1044, s2.loss_cls: 0.0300, s2.acc: 95.4097, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0493, loss: 0.9939 2024-03-13 13:26:23,657 - mmdet - INFO - Epoch [34][2750/7330] lr: 1.342e-07, eta: 7:41:52, time: 1.460, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1274, s0.acc: 95.2983, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2131, s1.loss_cls: 0.0584, s1.acc: 95.6103, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1049, s2.loss_cls: 0.0297, s2.acc: 95.5232, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0493, loss: 0.9696 2024-03-13 13:27:33,215 - mmdet - INFO - Epoch [34][2800/7330] lr: 1.342e-07, eta: 7:40:40, time: 1.391, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1317, s0.acc: 95.1841, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2108, s1.loss_cls: 0.0599, s1.acc: 95.6132, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1042, s2.loss_cls: 0.0301, s2.acc: 95.2938, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0493, loss: 0.9804 2024-03-13 13:28:45,991 - mmdet - INFO - Epoch [34][2850/7330] lr: 1.342e-07, eta: 7:39:28, time: 1.455, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1331, s0.acc: 95.0405, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2137, s1.loss_cls: 0.0613, s1.acc: 95.3418, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1058, s2.loss_cls: 0.0306, s2.acc: 95.2839, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0502, loss: 1.0028 2024-03-13 13:29:58,259 - mmdet - INFO - Epoch [34][2900/7330] lr: 1.342e-07, eta: 7:38:16, time: 1.445, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1276, s0.acc: 95.3423, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2099, s1.loss_cls: 0.0577, s1.acc: 95.6685, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1044, s2.loss_cls: 0.0289, s2.acc: 95.5488, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0493, loss: 0.9644 2024-03-13 13:31:12,822 - mmdet - INFO - Epoch [34][2950/7330] lr: 1.342e-07, eta: 7:37:04, time: 1.491, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1343, s0.acc: 95.1321, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2097, s1.loss_cls: 0.0605, s1.acc: 95.5076, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1039, s2.loss_cls: 0.0303, s2.acc: 95.3768, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0491, loss: 0.9848 2024-03-13 13:32:24,661 - mmdet - INFO - Epoch [34][3000/7330] lr: 1.342e-07, eta: 7:35:52, time: 1.437, data_time: 0.116, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1350, s0.acc: 95.0601, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2099, s1.loss_cls: 0.0606, s1.acc: 95.4766, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1049, s2.loss_cls: 0.0304, s2.acc: 95.3293, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0492, loss: 0.9965 2024-03-13 13:33:36,884 - mmdet - INFO - Epoch [34][3050/7330] lr: 1.342e-07, eta: 7:34:40, time: 1.444, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1385, s0.acc: 94.9087, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2102, s1.loss_cls: 0.0637, s1.acc: 95.2192, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1053, s2.loss_cls: 0.0319, s2.acc: 95.1299, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0497, loss: 1.0163 2024-03-13 13:34:49,701 - mmdet - INFO - Epoch [34][3100/7330] lr: 1.342e-07, eta: 7:33:28, time: 1.456, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1274, s0.acc: 95.2827, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2120, s1.loss_cls: 0.0583, s1.acc: 95.5627, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1046, s2.loss_cls: 0.0290, s2.acc: 95.4704, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0492, loss: 0.9739 2024-03-13 13:35:57,164 - mmdet - INFO - Epoch [34][3150/7330] lr: 1.342e-07, eta: 7:32:16, time: 1.350, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1234, s0.acc: 95.4805, s0.loss_bbox: 0.1974, s0.loss_mask: 0.2088, s1.loss_cls: 0.0559, s1.acc: 95.8151, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1032, s2.loss_cls: 0.0279, s2.acc: 95.6182, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0489, loss: 0.9419 2024-03-13 13:37:10,293 - mmdet - INFO - Epoch [34][3200/7330] lr: 1.342e-07, eta: 7:31:04, time: 1.463, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1311, s0.acc: 95.1072, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2111, s1.loss_cls: 0.0594, s1.acc: 95.4910, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1045, s2.loss_cls: 0.0302, s2.acc: 95.2996, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0494, loss: 0.9818 2024-03-13 13:38:24,858 - mmdet - INFO - Epoch [34][3250/7330] lr: 1.342e-07, eta: 7:29:52, time: 1.491, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1333, s0.acc: 95.1548, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2143, s1.loss_cls: 0.0617, s1.acc: 95.4467, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1048, s2.loss_cls: 0.0305, s2.acc: 95.3571, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0490, loss: 0.9936 2024-03-13 13:39:34,635 - mmdet - INFO - Epoch [34][3300/7330] lr: 1.342e-07, eta: 7:28:40, time: 1.396, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1327, s0.acc: 95.1804, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2189, s1.loss_cls: 0.0619, s1.acc: 95.4289, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1086, s2.loss_cls: 0.0308, s2.acc: 95.2700, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0510, loss: 1.0021 2024-03-13 13:40:46,517 - mmdet - INFO - Epoch [34][3350/7330] lr: 1.342e-07, eta: 7:27:28, time: 1.438, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1390, s0.acc: 94.8037, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2147, s1.loss_cls: 0.0638, s1.acc: 95.1483, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1057, s2.loss_cls: 0.0318, s2.acc: 95.0729, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0501, loss: 1.0196 2024-03-13 13:42:01,649 - mmdet - INFO - Epoch [34][3400/7330] lr: 1.342e-07, eta: 7:26:16, time: 1.503, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1432, s0.acc: 94.7891, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2169, s1.loss_cls: 0.0661, s1.acc: 95.0374, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1065, s2.loss_cls: 0.0324, s2.acc: 95.0345, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0500, loss: 1.0338 2024-03-13 13:43:09,170 - mmdet - INFO - Epoch [34][3450/7330] lr: 1.342e-07, eta: 7:25:04, time: 1.350, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1223, s0.acc: 95.4397, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2039, s1.loss_cls: 0.0560, s1.acc: 95.7609, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1023, s2.loss_cls: 0.0285, s2.acc: 95.6248, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0482, loss: 0.9395 2024-03-13 13:44:22,218 - mmdet - INFO - Epoch [34][3500/7330] lr: 1.342e-07, eta: 7:23:52, time: 1.461, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1274, s0.acc: 95.2856, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2180, s1.loss_cls: 0.0580, s1.acc: 95.6120, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1082, s2.loss_cls: 0.0291, s2.acc: 95.4566, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0512, loss: 0.9877 2024-03-13 13:45:35,208 - mmdet - INFO - Epoch [34][3550/7330] lr: 1.342e-07, eta: 7:22:40, time: 1.460, data_time: 0.202, memory: 17966, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1296, s0.acc: 95.2502, s0.loss_bbox: 0.1983, s0.loss_mask: 0.2081, s1.loss_cls: 0.0601, s1.acc: 95.4916, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1034, s2.loss_cls: 0.0299, s2.acc: 95.4335, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0490, loss: 0.9560 2024-03-13 13:46:46,655 - mmdet - INFO - Epoch [34][3600/7330] lr: 1.342e-07, eta: 7:21:28, time: 1.429, data_time: 0.186, memory: 17966, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1252, s0.acc: 95.3892, s0.loss_bbox: 0.2014, s0.loss_mask: 0.2085, s1.loss_cls: 0.0569, s1.acc: 95.7451, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1042, s2.loss_cls: 0.0285, s2.acc: 95.6449, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0493, loss: 0.9516 2024-03-13 13:47:57,497 - mmdet - INFO - Epoch [34][3650/7330] lr: 1.342e-07, eta: 7:20:16, time: 1.417, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1301, s0.acc: 95.3740, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2121, s1.loss_cls: 0.0589, s1.acc: 95.7568, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1055, s2.loss_cls: 0.0292, s2.acc: 95.6799, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0496, loss: 0.9723 2024-03-13 13:49:08,200 - mmdet - INFO - Epoch [34][3700/7330] lr: 1.342e-07, eta: 7:19:03, time: 1.414, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1380, s0.acc: 94.9673, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2133, s1.loss_cls: 0.0631, s1.acc: 95.3119, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1051, s2.loss_cls: 0.0310, s2.acc: 95.2374, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0490, loss: 1.0113 2024-03-13 13:50:16,561 - mmdet - INFO - Epoch [34][3750/7330] lr: 1.342e-07, eta: 7:17:51, time: 1.367, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1261, s0.acc: 95.3713, s0.loss_bbox: 0.2000, s0.loss_mask: 0.2056, s1.loss_cls: 0.0571, s1.acc: 95.7264, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1028, s2.loss_cls: 0.0285, s2.acc: 95.6441, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0487, loss: 0.9522 2024-03-13 13:51:30,584 - mmdet - INFO - Epoch [34][3800/7330] lr: 1.342e-07, eta: 7:16:39, time: 1.480, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1302, s0.acc: 95.2285, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2102, s1.loss_cls: 0.0598, s1.acc: 95.6271, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1046, s2.loss_cls: 0.0297, s2.acc: 95.5541, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0494, loss: 0.9765 2024-03-13 13:52:41,843 - mmdet - INFO - Epoch [34][3850/7330] lr: 1.342e-07, eta: 7:15:27, time: 1.425, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1259, s0.acc: 95.2761, s0.loss_bbox: 0.2040, s0.loss_mask: 0.2100, s1.loss_cls: 0.0580, s1.acc: 95.5455, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1042, s2.loss_cls: 0.0290, s2.acc: 95.3964, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0490, loss: 0.9637 2024-03-13 13:53:55,176 - mmdet - INFO - Epoch [34][3900/7330] lr: 1.342e-07, eta: 7:14:15, time: 1.467, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1391, s0.acc: 94.9065, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2171, s1.loss_cls: 0.0634, s1.acc: 95.2691, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1077, s2.loss_cls: 0.0316, s2.acc: 95.1630, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0506, loss: 1.0214 2024-03-13 13:55:10,625 - mmdet - INFO - Epoch [34][3950/7330] lr: 1.342e-07, eta: 7:13:04, time: 1.509, data_time: 0.215, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1362, s0.acc: 95.0356, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2121, s1.loss_cls: 0.0623, s1.acc: 95.2641, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1054, s2.loss_cls: 0.0310, s2.acc: 95.1814, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0492, loss: 1.0043 2024-03-13 13:56:24,423 - mmdet - INFO - Epoch [34][4000/7330] lr: 1.342e-07, eta: 7:11:52, time: 1.476, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1362, s0.acc: 94.9492, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2143, s1.loss_cls: 0.0618, s1.acc: 95.3165, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1063, s2.loss_cls: 0.0313, s2.acc: 95.1921, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0503, loss: 1.0155 2024-03-13 13:57:38,998 - mmdet - INFO - Epoch [34][4050/7330] lr: 1.342e-07, eta: 7:10:40, time: 1.491, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1383, s0.acc: 94.8608, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2183, s1.loss_cls: 0.0623, s1.acc: 95.3665, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1086, s2.loss_cls: 0.0309, s2.acc: 95.2608, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0510, loss: 1.0177 2024-03-13 13:58:47,102 - mmdet - INFO - Epoch [34][4100/7330] lr: 1.342e-07, eta: 7:09:28, time: 1.362, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1231, s0.acc: 95.5044, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2101, s1.loss_cls: 0.0562, s1.acc: 95.8128, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1049, s2.loss_cls: 0.0280, s2.acc: 95.8361, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0499, loss: 0.9526 2024-03-13 13:59:59,031 - mmdet - INFO - Epoch [34][4150/7330] lr: 1.342e-07, eta: 7:08:16, time: 1.439, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1288, s0.acc: 95.2366, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2146, s1.loss_cls: 0.0586, s1.acc: 95.6366, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1070, s2.loss_cls: 0.0291, s2.acc: 95.5005, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0505, loss: 0.9881 2024-03-13 14:01:11,287 - mmdet - INFO - Epoch [34][4200/7330] lr: 1.342e-07, eta: 7:07:04, time: 1.445, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1310, s0.acc: 95.2048, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2169, s1.loss_cls: 0.0592, s1.acc: 95.6127, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1077, s2.loss_cls: 0.0294, s2.acc: 95.5343, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0508, loss: 0.9880 2024-03-13 14:02:26,137 - mmdet - INFO - Epoch [34][4250/7330] lr: 1.342e-07, eta: 7:05:52, time: 1.497, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1329, s0.acc: 95.1184, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2119, s1.loss_cls: 0.0604, s1.acc: 95.4695, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1058, s2.loss_cls: 0.0303, s2.acc: 95.3849, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0500, loss: 0.9995 2024-03-13 14:03:39,272 - mmdet - INFO - Epoch [34][4300/7330] lr: 1.342e-07, eta: 7:04:40, time: 1.463, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1368, s0.acc: 95.0225, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2124, s1.loss_cls: 0.0626, s1.acc: 95.3672, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1055, s2.loss_cls: 0.0313, s2.acc: 95.2637, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0498, loss: 1.0032 2024-03-13 14:04:50,000 - mmdet - INFO - Epoch [34][4350/7330] lr: 1.342e-07, eta: 7:03:28, time: 1.415, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1289, s0.acc: 95.2146, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2151, s1.loss_cls: 0.0591, s1.acc: 95.5425, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1060, s2.loss_cls: 0.0295, s2.acc: 95.4941, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0499, loss: 0.9827 2024-03-13 14:06:00,621 - mmdet - INFO - Epoch [34][4400/7330] lr: 1.342e-07, eta: 7:02:16, time: 1.412, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1261, s0.acc: 95.4031, s0.loss_bbox: 0.1954, s0.loss_mask: 0.2105, s1.loss_cls: 0.0593, s1.acc: 95.6318, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1046, s2.loss_cls: 0.0297, s2.acc: 95.5327, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0495, loss: 0.9533 2024-03-13 14:07:10,288 - mmdet - INFO - Epoch [34][4450/7330] lr: 1.342e-07, eta: 7:01:03, time: 1.393, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1308, s0.acc: 95.2166, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2100, s1.loss_cls: 0.0594, s1.acc: 95.6124, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1034, s2.loss_cls: 0.0295, s2.acc: 95.5544, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0489, loss: 0.9733 2024-03-13 14:08:17,609 - mmdet - INFO - Epoch [34][4500/7330] lr: 1.342e-07, eta: 6:59:51, time: 1.346, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1293, s0.acc: 95.2222, s0.loss_bbox: 0.2035, s0.loss_mask: 0.2117, s1.loss_cls: 0.0584, s1.acc: 95.6884, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1054, s2.loss_cls: 0.0293, s2.acc: 95.5034, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0496, loss: 0.9707 2024-03-13 14:09:30,554 - mmdet - INFO - Epoch [34][4550/7330] lr: 1.342e-07, eta: 6:58:39, time: 1.459, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1292, s0.acc: 95.2400, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2101, s1.loss_cls: 0.0592, s1.acc: 95.5131, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1036, s2.loss_cls: 0.0298, s2.acc: 95.3767, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0490, loss: 0.9670 2024-03-13 14:10:42,763 - mmdet - INFO - Epoch [34][4600/7330] lr: 1.342e-07, eta: 6:57:27, time: 1.444, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1329, s0.acc: 95.1838, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2113, s1.loss_cls: 0.0601, s1.acc: 95.5992, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1048, s2.loss_cls: 0.0299, s2.acc: 95.5550, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0496, loss: 0.9922 2024-03-13 14:11:55,157 - mmdet - INFO - Epoch [34][4650/7330] lr: 1.342e-07, eta: 6:56:15, time: 1.448, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1289, s0.acc: 95.2878, s0.loss_bbox: 0.2042, s0.loss_mask: 0.2091, s1.loss_cls: 0.0587, s1.acc: 95.5931, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1035, s2.loss_cls: 0.0294, s2.acc: 95.4784, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0489, loss: 0.9658 2024-03-13 14:13:09,485 - mmdet - INFO - Epoch [34][4700/7330] lr: 1.342e-07, eta: 6:55:03, time: 1.487, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1298, s0.acc: 95.2173, s0.loss_bbox: 0.2040, s0.loss_mask: 0.2097, s1.loss_cls: 0.0594, s1.acc: 95.5531, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1043, s2.loss_cls: 0.0300, s2.acc: 95.4082, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0492, loss: 0.9697 2024-03-13 14:14:25,105 - mmdet - INFO - Epoch [34][4750/7330] lr: 1.342e-07, eta: 6:53:51, time: 1.512, data_time: 0.118, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1351, s0.acc: 95.0540, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2132, s1.loss_cls: 0.0622, s1.acc: 95.3543, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1049, s2.loss_cls: 0.0312, s2.acc: 95.2585, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0492, loss: 0.9933 2024-03-13 14:15:37,798 - mmdet - INFO - Epoch [34][4800/7330] lr: 1.342e-07, eta: 6:52:39, time: 1.454, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1333, s0.acc: 95.1101, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2073, s1.loss_cls: 0.0611, s1.acc: 95.4061, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1039, s2.loss_cls: 0.0309, s2.acc: 95.2231, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0493, loss: 0.9961 2024-03-13 14:16:46,650 - mmdet - INFO - Epoch [34][4850/7330] lr: 1.342e-07, eta: 6:51:27, time: 1.377, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1287, s0.acc: 95.3076, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2112, s1.loss_cls: 0.0587, s1.acc: 95.6070, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1048, s2.loss_cls: 0.0293, s2.acc: 95.5294, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0494, loss: 0.9677 2024-03-13 14:17:58,388 - mmdet - INFO - Epoch [34][4900/7330] lr: 1.342e-07, eta: 6:50:15, time: 1.435, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1250, s0.acc: 95.4028, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2065, s1.loss_cls: 0.0582, s1.acc: 95.6543, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1035, s2.loss_cls: 0.0292, s2.acc: 95.6050, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0492, loss: 0.9518 2024-03-13 14:19:10,529 - mmdet - INFO - Epoch [34][4950/7330] lr: 1.342e-07, eta: 6:49:03, time: 1.443, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1360, s0.acc: 95.0342, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2146, s1.loss_cls: 0.0634, s1.acc: 95.3402, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1056, s2.loss_cls: 0.0312, s2.acc: 95.2533, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0497, loss: 0.9985 2024-03-13 14:20:23,971 - mmdet - INFO - Epoch [34][5000/7330] lr: 1.342e-07, eta: 6:47:51, time: 1.469, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1308, s0.acc: 95.3337, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2151, s1.loss_cls: 0.0593, s1.acc: 95.7331, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1068, s2.loss_cls: 0.0298, s2.acc: 95.5700, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0504, loss: 0.9824 2024-03-13 14:21:38,128 - mmdet - INFO - Epoch [34][5050/7330] lr: 1.342e-07, eta: 6:46:39, time: 1.483, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1289, s0.acc: 95.2585, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2157, s1.loss_cls: 0.0597, s1.acc: 95.4639, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1057, s2.loss_cls: 0.0296, s2.acc: 95.4013, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0501, loss: 0.9931 2024-03-13 14:22:50,418 - mmdet - INFO - Epoch [34][5100/7330] lr: 1.342e-07, eta: 6:45:27, time: 1.446, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1325, s0.acc: 95.1306, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2148, s1.loss_cls: 0.0604, s1.acc: 95.4305, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1066, s2.loss_cls: 0.0300, s2.acc: 95.2977, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0501, loss: 0.9963 2024-03-13 14:24:00,756 - mmdet - INFO - Epoch [34][5150/7330] lr: 1.342e-07, eta: 6:44:15, time: 1.407, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1279, s0.acc: 95.3542, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2121, s1.loss_cls: 0.0588, s1.acc: 95.5888, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1057, s2.loss_cls: 0.0290, s2.acc: 95.5419, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0498, loss: 0.9638 2024-03-13 14:25:12,079 - mmdet - INFO - Epoch [34][5200/7330] lr: 1.342e-07, eta: 6:43:03, time: 1.426, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1328, s0.acc: 95.1780, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2081, s1.loss_cls: 0.0602, s1.acc: 95.5414, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1036, s2.loss_cls: 0.0299, s2.acc: 95.4668, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0493, loss: 0.9765 2024-03-13 14:26:26,199 - mmdet - INFO - Epoch [34][5250/7330] lr: 1.342e-07, eta: 6:41:51, time: 1.482, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1356, s0.acc: 95.0513, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2112, s1.loss_cls: 0.0619, s1.acc: 95.4053, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1039, s2.loss_cls: 0.0305, s2.acc: 95.3144, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0491, loss: 0.9861 2024-03-13 14:27:37,541 - mmdet - INFO - Epoch [34][5300/7330] lr: 1.342e-07, eta: 6:40:39, time: 1.427, data_time: 0.200, memory: 17966, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1272, s0.acc: 95.2705, s0.loss_bbox: 0.2042, s0.loss_mask: 0.2077, s1.loss_cls: 0.0588, s1.acc: 95.4940, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1043, s2.loss_cls: 0.0293, s2.acc: 95.4860, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0491, loss: 0.9638 2024-03-13 14:28:50,451 - mmdet - INFO - Epoch [34][5350/7330] lr: 1.342e-07, eta: 6:39:27, time: 1.458, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1351, s0.acc: 94.9812, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2152, s1.loss_cls: 0.0617, s1.acc: 95.3709, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1063, s2.loss_cls: 0.0309, s2.acc: 95.2469, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0499, loss: 1.0064 2024-03-13 14:29:58,313 - mmdet - INFO - Epoch [34][5400/7330] lr: 1.342e-07, eta: 6:38:15, time: 1.357, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1312, s0.acc: 95.1934, s0.loss_bbox: 0.2011, s0.loss_mask: 0.2101, s1.loss_cls: 0.0610, s1.acc: 95.5116, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1053, s2.loss_cls: 0.0304, s2.acc: 95.4249, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0496, loss: 0.9724 2024-03-13 14:31:14,492 - mmdet - INFO - Epoch [34][5450/7330] lr: 1.342e-07, eta: 6:37:03, time: 1.524, data_time: 0.216, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1329, s0.acc: 95.1099, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2129, s1.loss_cls: 0.0603, s1.acc: 95.5335, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1054, s2.loss_cls: 0.0309, s2.acc: 95.3166, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0495, loss: 0.9905 2024-03-13 14:32:28,816 - mmdet - INFO - Epoch [34][5500/7330] lr: 1.342e-07, eta: 6:35:51, time: 1.486, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1344, s0.acc: 95.0112, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2130, s1.loss_cls: 0.0613, s1.acc: 95.3422, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1050, s2.loss_cls: 0.0312, s2.acc: 95.1630, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0498, loss: 0.9964 2024-03-13 14:33:45,867 - mmdet - INFO - Epoch [34][5550/7330] lr: 1.342e-07, eta: 6:34:40, time: 1.541, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1318, s0.acc: 95.0784, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2132, s1.loss_cls: 0.0598, s1.acc: 95.4196, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1062, s2.loss_cls: 0.0303, s2.acc: 95.3479, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0502, loss: 0.9908 2024-03-13 14:34:59,263 - mmdet - INFO - Epoch [34][5600/7330] lr: 1.342e-07, eta: 6:33:28, time: 1.468, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1398, s0.acc: 94.8501, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2142, s1.loss_cls: 0.0642, s1.acc: 95.1827, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1057, s2.loss_cls: 0.0321, s2.acc: 95.0402, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0500, loss: 1.0287 2024-03-13 14:36:13,136 - mmdet - INFO - Epoch [34][5650/7330] lr: 1.342e-07, eta: 6:32:16, time: 1.477, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1282, s0.acc: 95.3064, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2101, s1.loss_cls: 0.0577, s1.acc: 95.6907, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1038, s2.loss_cls: 0.0290, s2.acc: 95.6354, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0490, loss: 0.9672 2024-03-13 14:37:23,647 - mmdet - INFO - Epoch [34][5700/7330] lr: 1.342e-07, eta: 6:31:04, time: 1.410, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1309, s0.acc: 95.2078, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2095, s1.loss_cls: 0.0593, s1.acc: 95.5169, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1036, s2.loss_cls: 0.0298, s2.acc: 95.3920, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0489, loss: 0.9752 2024-03-13 14:38:38,554 - mmdet - INFO - Epoch [34][5750/7330] lr: 1.342e-07, eta: 6:29:52, time: 1.498, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1320, s0.acc: 95.0198, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2123, s1.loss_cls: 0.0607, s1.acc: 95.3111, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1056, s2.loss_cls: 0.0304, s2.acc: 95.2196, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0496, loss: 0.9990 2024-03-13 14:39:52,377 - mmdet - INFO - Epoch [34][5800/7330] lr: 1.342e-07, eta: 6:28:40, time: 1.477, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1291, s0.acc: 95.2500, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2166, s1.loss_cls: 0.0592, s1.acc: 95.5751, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1062, s2.loss_cls: 0.0295, s2.acc: 95.4378, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0497, loss: 0.9742 2024-03-13 14:41:03,307 - mmdet - INFO - Epoch [34][5850/7330] lr: 1.342e-07, eta: 6:27:28, time: 1.419, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1356, s0.acc: 94.9175, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2157, s1.loss_cls: 0.0619, s1.acc: 95.2404, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1070, s2.loss_cls: 0.0313, s2.acc: 95.1085, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0503, loss: 1.0174 2024-03-13 14:42:17,790 - mmdet - INFO - Epoch [34][5900/7330] lr: 1.342e-07, eta: 6:26:16, time: 1.490, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1319, s0.acc: 95.0984, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2119, s1.loss_cls: 0.0605, s1.acc: 95.4395, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1053, s2.loss_cls: 0.0303, s2.acc: 95.3477, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0496, loss: 0.9832 2024-03-13 14:43:30,701 - mmdet - INFO - Epoch [34][5950/7330] lr: 1.342e-07, eta: 6:25:04, time: 1.458, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1357, s0.acc: 95.0007, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2102, s1.loss_cls: 0.0623, s1.acc: 95.2627, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1037, s2.loss_cls: 0.0314, s2.acc: 95.1097, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0489, loss: 0.9904 2024-03-13 14:44:40,812 - mmdet - INFO - Epoch [34][6000/7330] lr: 1.342e-07, eta: 6:23:52, time: 1.402, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1284, s0.acc: 95.2847, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2142, s1.loss_cls: 0.0585, s1.acc: 95.5646, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1058, s2.loss_cls: 0.0293, s2.acc: 95.5108, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0502, loss: 0.9779 2024-03-13 14:45:52,269 - mmdet - INFO - Epoch [34][6050/7330] lr: 1.342e-07, eta: 6:22:40, time: 1.429, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1356, s0.acc: 94.9829, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2153, s1.loss_cls: 0.0625, s1.acc: 95.3255, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1062, s2.loss_cls: 0.0313, s2.acc: 95.1491, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0501, loss: 1.0018 2024-03-13 14:47:05,123 - mmdet - INFO - Epoch [34][6100/7330] lr: 1.342e-07, eta: 6:21:28, time: 1.457, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1331, s0.acc: 95.0625, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2083, s1.loss_cls: 0.0616, s1.acc: 95.3928, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1049, s2.loss_cls: 0.0306, s2.acc: 95.2524, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0497, loss: 0.9889 2024-03-13 14:48:17,914 - mmdet - INFO - Epoch [34][6150/7330] lr: 1.342e-07, eta: 6:20:16, time: 1.456, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1262, s0.acc: 95.3418, s0.loss_bbox: 0.2022, s0.loss_mask: 0.2171, s1.loss_cls: 0.0585, s1.acc: 95.6512, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1077, s2.loss_cls: 0.0295, s2.acc: 95.5140, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0507, loss: 0.9724 2024-03-13 14:49:29,436 - mmdet - INFO - Epoch [34][6200/7330] lr: 1.342e-07, eta: 6:19:04, time: 1.430, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1376, s0.acc: 94.9575, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2131, s1.loss_cls: 0.0635, s1.acc: 95.2806, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1049, s2.loss_cls: 0.0318, s2.acc: 95.1207, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0495, loss: 1.0094 2024-03-13 14:50:41,707 - mmdet - INFO - Epoch [34][6250/7330] lr: 1.342e-07, eta: 6:17:52, time: 1.445, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1314, s0.acc: 95.2170, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2106, s1.loss_cls: 0.0605, s1.acc: 95.5141, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1043, s2.loss_cls: 0.0305, s2.acc: 95.2622, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0490, loss: 0.9817 2024-03-13 14:51:54,466 - mmdet - INFO - Epoch [34][6300/7330] lr: 1.342e-07, eta: 6:16:40, time: 1.455, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1372, s0.acc: 95.0508, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2068, s1.loss_cls: 0.0622, s1.acc: 95.4026, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1023, s2.loss_cls: 0.0314, s2.acc: 95.2352, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0480, loss: 0.9878 2024-03-13 14:53:04,675 - mmdet - INFO - Epoch [34][6350/7330] lr: 1.342e-07, eta: 6:15:28, time: 1.404, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1294, s0.acc: 95.3333, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2095, s1.loss_cls: 0.0595, s1.acc: 95.5457, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1030, s2.loss_cls: 0.0292, s2.acc: 95.4952, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0483, loss: 0.9550 2024-03-13 14:54:16,981 - mmdet - INFO - Epoch [34][6400/7330] lr: 1.342e-07, eta: 6:14:16, time: 1.446, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1286, s0.acc: 95.3699, s0.loss_bbox: 0.1994, s0.loss_mask: 0.2116, s1.loss_cls: 0.0585, s1.acc: 95.8042, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1044, s2.loss_cls: 0.0293, s2.acc: 95.6959, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0490, loss: 0.9582 2024-03-13 14:55:29,816 - mmdet - INFO - Epoch [34][6450/7330] lr: 1.342e-07, eta: 6:13:04, time: 1.457, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1293, s0.acc: 95.2888, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2105, s1.loss_cls: 0.0598, s1.acc: 95.5894, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1044, s2.loss_cls: 0.0298, s2.acc: 95.4231, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0493, loss: 0.9706 2024-03-13 14:56:37,941 - mmdet - INFO - Epoch [34][6500/7330] lr: 1.342e-07, eta: 6:11:52, time: 1.362, data_time: 0.117, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1379, s0.acc: 95.0190, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2128, s1.loss_cls: 0.0624, s1.acc: 95.3859, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1054, s2.loss_cls: 0.0312, s2.acc: 95.2818, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0495, loss: 1.0082 2024-03-13 14:57:51,776 - mmdet - INFO - Epoch [34][6550/7330] lr: 1.342e-07, eta: 6:10:40, time: 1.477, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1265, s0.acc: 95.2708, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2082, s1.loss_cls: 0.0577, s1.acc: 95.6547, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1039, s2.loss_cls: 0.0287, s2.acc: 95.5810, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0489, loss: 0.9702 2024-03-13 14:59:07,715 - mmdet - INFO - Epoch [34][6600/7330] lr: 1.342e-07, eta: 6:09:28, time: 1.519, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1318, s0.acc: 95.1606, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2131, s1.loss_cls: 0.0598, s1.acc: 95.5044, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1061, s2.loss_cls: 0.0300, s2.acc: 95.3600, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0504, loss: 0.9895 2024-03-13 15:00:21,830 - mmdet - INFO - Epoch [34][6650/7330] lr: 1.342e-07, eta: 6:08:16, time: 1.482, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1298, s0.acc: 95.2209, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2141, s1.loss_cls: 0.0597, s1.acc: 95.5089, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1064, s2.loss_cls: 0.0299, s2.acc: 95.3812, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0501, loss: 0.9813 2024-03-13 15:01:32,751 - mmdet - INFO - Epoch [34][6700/7330] lr: 1.342e-07, eta: 6:07:04, time: 1.418, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1322, s0.acc: 95.1096, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2117, s1.loss_cls: 0.0617, s1.acc: 95.4604, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1049, s2.loss_cls: 0.0309, s2.acc: 95.3850, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0496, loss: 0.9823 2024-03-13 15:02:48,246 - mmdet - INFO - Epoch [34][6750/7330] lr: 1.342e-07, eta: 6:05:52, time: 1.510, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1267, s0.acc: 95.3203, s0.loss_bbox: 0.2003, s0.loss_mask: 0.2133, s1.loss_cls: 0.0581, s1.acc: 95.6416, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1061, s2.loss_cls: 0.0287, s2.acc: 95.5873, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0497, loss: 0.9639 2024-03-13 15:04:01,609 - mmdet - INFO - Epoch [34][6800/7330] lr: 1.342e-07, eta: 6:04:40, time: 1.467, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1289, s0.acc: 95.2485, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2127, s1.loss_cls: 0.0586, s1.acc: 95.6249, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1055, s2.loss_cls: 0.0295, s2.acc: 95.4898, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0499, loss: 0.9788 2024-03-13 15:05:17,691 - mmdet - INFO - Epoch [34][6850/7330] lr: 1.342e-07, eta: 6:03:28, time: 1.522, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1279, s0.acc: 95.1743, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2138, s1.loss_cls: 0.0585, s1.acc: 95.5370, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1057, s2.loss_cls: 0.0295, s2.acc: 95.4302, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0501, loss: 0.9826 2024-03-13 15:06:25,243 - mmdet - INFO - Epoch [34][6900/7330] lr: 1.342e-07, eta: 6:02:16, time: 1.351, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1324, s0.acc: 95.1086, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2178, s1.loss_cls: 0.0615, s1.acc: 95.3280, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1078, s2.loss_cls: 0.0310, s2.acc: 95.2478, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0511, loss: 1.0046 2024-03-13 15:07:39,746 - mmdet - INFO - Epoch [34][6950/7330] lr: 1.342e-07, eta: 6:01:04, time: 1.490, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1326, s0.acc: 95.0154, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2133, s1.loss_cls: 0.0608, s1.acc: 95.3724, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1057, s2.loss_cls: 0.0301, s2.acc: 95.3957, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0497, loss: 0.9983 2024-03-13 15:08:52,158 - mmdet - INFO - Epoch [34][7000/7330] lr: 1.342e-07, eta: 5:59:52, time: 1.448, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1325, s0.acc: 95.1333, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2090, s1.loss_cls: 0.0605, s1.acc: 95.4809, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1040, s2.loss_cls: 0.0299, s2.acc: 95.4434, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0490, loss: 0.9831 2024-03-13 15:10:04,722 - mmdet - INFO - Epoch [34][7050/7330] lr: 1.342e-07, eta: 5:58:40, time: 1.451, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1247, s0.acc: 95.4260, s0.loss_bbox: 0.1969, s0.loss_mask: 0.2028, s1.loss_cls: 0.0576, s1.acc: 95.6824, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1009, s2.loss_cls: 0.0285, s2.acc: 95.6775, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0475, loss: 0.9353 2024-03-13 15:11:19,641 - mmdet - INFO - Epoch [34][7100/7330] lr: 1.342e-07, eta: 5:57:28, time: 1.498, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1420, s0.acc: 94.8098, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2165, s1.loss_cls: 0.0657, s1.acc: 95.0029, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1071, s2.loss_cls: 0.0325, s2.acc: 94.9229, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0506, loss: 1.0337 2024-03-13 15:12:31,698 - mmdet - INFO - Epoch [34][7150/7330] lr: 1.342e-07, eta: 5:56:16, time: 1.441, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1335, s0.acc: 95.1145, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2084, s1.loss_cls: 0.0607, s1.acc: 95.4701, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1034, s2.loss_cls: 0.0304, s2.acc: 95.3254, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0491, loss: 0.9874 2024-03-13 15:13:49,957 - mmdet - INFO - Epoch [34][7200/7330] lr: 1.342e-07, eta: 5:55:05, time: 1.565, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1391, s0.acc: 94.9473, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2165, s1.loss_cls: 0.0635, s1.acc: 95.3004, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1066, s2.loss_cls: 0.0318, s2.acc: 95.1203, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0498, loss: 1.0217 2024-03-13 15:15:02,123 - mmdet - INFO - Epoch [34][7250/7330] lr: 1.342e-07, eta: 5:53:53, time: 1.443, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1233, s0.acc: 95.3892, s0.loss_bbox: 0.2022, s0.loss_mask: 0.2126, s1.loss_cls: 0.0557, s1.acc: 95.8001, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1047, s2.loss_cls: 0.0279, s2.acc: 95.7866, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0493, loss: 0.9575 2024-03-13 15:16:13,740 - mmdet - INFO - Epoch [34][7300/7330] lr: 1.342e-07, eta: 5:52:41, time: 1.432, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1305, s0.acc: 95.2520, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2066, s1.loss_cls: 0.0590, s1.acc: 95.6572, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1032, s2.loss_cls: 0.0292, s2.acc: 95.5761, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0489, loss: 0.9706 2024-03-13 15:16:50,929 - mmdet - INFO - Saving checkpoint at 34 epochs 2024-03-13 15:22:11,380 - mmdet - INFO - Evaluating bbox... 2024-03-13 15:22:43,477 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.516 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.703 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.561 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.349 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 ] = 0.666 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.479 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.673 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.782 2024-03-13 15:22:43,477 - mmdet - INFO - Evaluating segm... 2024-03-13 15:23:16,913 - 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 ] = 0.678 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.484 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.252 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.478 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.632 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.400 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.595 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.714 2024-03-13 15:23:17,471 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 15:23:17,471 - mmdet - INFO - Epoch(val) [34][1250] bbox_mAP: 0.5160, bbox_mAP_50: 0.7030, bbox_mAP_75: 0.5610, bbox_mAP_s: 0.3490, bbox_mAP_m: 0.5500, bbox_mAP_l: 0.6660, bbox_mAP_copypaste: 0.516 0.703 0.561 0.349 0.550 0.666, segm_mAP: 0.4470, segm_mAP_50: 0.6780, segm_mAP_75: 0.4840, segm_mAP_s: 0.2520, segm_mAP_m: 0.4780, segm_mAP_l: 0.6320, segm_mAP_copypaste: 0.447 0.678 0.484 0.252 0.478 0.632 2024-03-13 15:24:37,074 - mmdet - INFO - Epoch [35][50/7330] lr: 1.342e-07, eta: 5:50:43, time: 1.590, data_time: 0.255, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1285, s0.acc: 95.2781, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2155, s1.loss_cls: 0.0587, s1.acc: 95.6510, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1070, s2.loss_cls: 0.0292, s2.acc: 95.5578, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0507, loss: 0.9858 2024-03-13 15:25:46,692 - mmdet - INFO - Epoch [35][100/7330] lr: 1.342e-07, eta: 5:49:31, time: 1.392, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1294, s0.acc: 95.2263, s0.loss_bbox: 0.2042, s0.loss_mask: 0.2139, s1.loss_cls: 0.0587, s1.acc: 95.5350, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1062, s2.loss_cls: 0.0293, s2.acc: 95.4586, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0502, loss: 0.9754 2024-03-13 15:26:55,667 - mmdet - INFO - Epoch [35][150/7330] lr: 1.342e-07, eta: 5:48:19, time: 1.379, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1319, s0.acc: 95.2344, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2107, s1.loss_cls: 0.0605, s1.acc: 95.5162, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1047, s2.loss_cls: 0.0303, s2.acc: 95.4725, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0497, loss: 0.9799 2024-03-13 15:28:07,217 - mmdet - INFO - Epoch [35][200/7330] lr: 1.342e-07, eta: 5:47:07, time: 1.431, data_time: 0.203, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1325, s0.acc: 95.2034, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2114, s1.loss_cls: 0.0607, s1.acc: 95.4956, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1041, s2.loss_cls: 0.0299, s2.acc: 95.3698, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0485, loss: 0.9860 2024-03-13 15:29:21,222 - mmdet - INFO - Epoch [35][250/7330] lr: 1.342e-07, eta: 5:45:55, time: 1.480, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1339, s0.acc: 95.1140, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2144, s1.loss_cls: 0.0611, s1.acc: 95.4936, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1064, s2.loss_cls: 0.0306, s2.acc: 95.2931, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0505, loss: 0.9966 2024-03-13 15:30:38,550 - mmdet - INFO - Epoch [35][300/7330] lr: 1.342e-07, eta: 5:44:43, time: 1.547, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1283, s0.acc: 95.2839, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2067, s1.loss_cls: 0.0589, s1.acc: 95.5390, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1028, s2.loss_cls: 0.0293, s2.acc: 95.4807, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0488, loss: 0.9662 2024-03-13 15:31:48,508 - mmdet - INFO - Epoch [35][350/7330] lr: 1.342e-07, eta: 5:43:31, time: 1.399, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1275, s0.acc: 95.2939, s0.loss_bbox: 0.2017, s0.loss_mask: 0.2060, s1.loss_cls: 0.0577, s1.acc: 95.5858, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1028, s2.loss_cls: 0.0289, s2.acc: 95.5639, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0486, loss: 0.9525 2024-03-13 15:32:59,250 - mmdet - INFO - Epoch [35][400/7330] lr: 1.342e-07, eta: 5:42:19, time: 1.415, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1228, s0.acc: 95.4722, s0.loss_bbox: 0.2022, s0.loss_mask: 0.2070, s1.loss_cls: 0.0551, s1.acc: 95.8756, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1026, s2.loss_cls: 0.0278, s2.acc: 95.6965, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0485, loss: 0.9469 2024-03-13 15:34:14,454 - mmdet - INFO - Epoch [35][450/7330] lr: 1.342e-07, eta: 5:41:07, time: 1.504, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1288, s0.acc: 95.3086, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2112, s1.loss_cls: 0.0585, s1.acc: 95.6835, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1042, s2.loss_cls: 0.0294, s2.acc: 95.5498, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0495, loss: 0.9671 2024-03-13 15:35:28,406 - mmdet - INFO - Epoch [35][500/7330] lr: 1.342e-07, eta: 5:39:55, time: 1.479, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1302, s0.acc: 95.2266, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2146, s1.loss_cls: 0.0590, s1.acc: 95.5342, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1058, s2.loss_cls: 0.0294, s2.acc: 95.3936, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0498, loss: 0.9847 2024-03-13 15:36:42,232 - mmdet - INFO - Epoch [35][550/7330] lr: 1.342e-07, eta: 5:38:43, time: 1.477, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1270, s0.acc: 95.2485, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2105, s1.loss_cls: 0.0581, s1.acc: 95.5565, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1038, s2.loss_cls: 0.0298, s2.acc: 95.4241, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0488, loss: 0.9718 2024-03-13 15:37:53,777 - mmdet - INFO - Epoch [35][600/7330] lr: 1.342e-07, eta: 5:37:31, time: 1.431, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1306, s0.acc: 95.2009, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2075, s1.loss_cls: 0.0593, s1.acc: 95.5243, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1041, s2.loss_cls: 0.0294, s2.acc: 95.5167, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0491, loss: 0.9684 2024-03-13 15:39:07,823 - mmdet - INFO - Epoch [35][650/7330] lr: 1.342e-07, eta: 5:36:19, time: 1.481, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1303, s0.acc: 95.2627, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2140, s1.loss_cls: 0.0597, s1.acc: 95.5427, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1064, s2.loss_cls: 0.0297, s2.acc: 95.4510, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0503, loss: 0.9812 2024-03-13 15:40:20,463 - mmdet - INFO - Epoch [35][700/7330] lr: 1.342e-07, eta: 5:35:07, time: 1.453, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1320, s0.acc: 95.1199, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2130, s1.loss_cls: 0.0609, s1.acc: 95.3829, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1055, s2.loss_cls: 0.0307, s2.acc: 95.2340, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0498, loss: 0.9953 2024-03-13 15:41:33,865 - mmdet - INFO - Epoch [35][750/7330] lr: 1.342e-07, eta: 5:33:55, time: 1.468, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1288, s0.acc: 95.3223, s0.loss_bbox: 0.2022, s0.loss_mask: 0.2116, s1.loss_cls: 0.0588, s1.acc: 95.6520, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1057, s2.loss_cls: 0.0294, s2.acc: 95.5567, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0501, loss: 0.9697 2024-03-13 15:42:45,181 - mmdet - INFO - Epoch [35][800/7330] lr: 1.342e-07, eta: 5:32:43, time: 1.426, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1333, s0.acc: 95.1472, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2059, s1.loss_cls: 0.0607, s1.acc: 95.5166, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1028, s2.loss_cls: 0.0298, s2.acc: 95.3873, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0484, loss: 0.9859 2024-03-13 15:43:58,695 - mmdet - INFO - Epoch [35][850/7330] lr: 1.342e-07, eta: 5:31:31, time: 1.470, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1278, s0.acc: 95.3225, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2094, s1.loss_cls: 0.0584, s1.acc: 95.6557, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1038, s2.loss_cls: 0.0292, s2.acc: 95.4982, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0491, loss: 0.9651 2024-03-13 15:45:14,635 - mmdet - INFO - Epoch [35][900/7330] lr: 1.342e-07, eta: 5:30:20, time: 1.519, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1358, s0.acc: 95.0144, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2183, s1.loss_cls: 0.0608, s1.acc: 95.4735, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1070, s2.loss_cls: 0.0304, s2.acc: 95.3449, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0506, loss: 1.0152 2024-03-13 15:46:26,123 - mmdet - INFO - Epoch [35][950/7330] lr: 1.342e-07, eta: 5:29:08, time: 1.430, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1344, s0.acc: 95.1311, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2136, s1.loss_cls: 0.0616, s1.acc: 95.4824, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1062, s2.loss_cls: 0.0304, s2.acc: 95.3692, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0505, loss: 0.9958 2024-03-13 15:47:38,211 - mmdet - INFO - Epoch [35][1000/7330] lr: 1.342e-07, eta: 5:27:56, time: 1.442, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1314, s0.acc: 95.2358, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2099, s1.loss_cls: 0.0608, s1.acc: 95.5121, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1052, s2.loss_cls: 0.0306, s2.acc: 95.3748, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0498, loss: 0.9787 2024-03-13 15:48:51,220 - mmdet - INFO - Epoch [35][1050/7330] lr: 1.342e-07, eta: 5:26:44, time: 1.460, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1271, s0.acc: 95.3647, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2052, s1.loss_cls: 0.0582, s1.acc: 95.6265, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1024, s2.loss_cls: 0.0292, s2.acc: 95.5085, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0483, loss: 0.9472 2024-03-13 15:50:05,833 - mmdet - INFO - Epoch [35][1100/7330] lr: 1.342e-07, eta: 5:25:32, time: 1.492, data_time: 0.234, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1401, s0.acc: 94.8120, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2220, s1.loss_cls: 0.0644, s1.acc: 95.0648, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1099, s2.loss_cls: 0.0325, s2.acc: 94.9707, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0517, loss: 1.0478 2024-03-13 15:51:17,780 - mmdet - INFO - Epoch [35][1150/7330] lr: 1.342e-07, eta: 5:24:20, time: 1.439, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1301, s0.acc: 95.1177, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2117, s1.loss_cls: 0.0606, s1.acc: 95.4294, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1053, s2.loss_cls: 0.0303, s2.acc: 95.2539, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0497, loss: 0.9965 2024-03-13 15:52:28,328 - mmdet - INFO - Epoch [35][1200/7330] lr: 1.342e-07, eta: 5:23:08, time: 1.411, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1303, s0.acc: 95.1658, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2085, s1.loss_cls: 0.0593, s1.acc: 95.5511, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1033, s2.loss_cls: 0.0294, s2.acc: 95.4218, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0485, loss: 0.9771 2024-03-13 15:53:42,918 - mmdet - INFO - Epoch [35][1250/7330] lr: 1.342e-07, eta: 5:21:56, time: 1.492, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1298, s0.acc: 95.1941, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2140, s1.loss_cls: 0.0588, s1.acc: 95.6061, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1061, s2.loss_cls: 0.0294, s2.acc: 95.5185, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0499, loss: 0.9830 2024-03-13 15:54:53,265 - mmdet - INFO - Epoch [35][1300/7330] lr: 1.342e-07, eta: 5:20:44, time: 1.407, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1350, s0.acc: 95.1431, s0.loss_bbox: 0.2035, s0.loss_mask: 0.2091, s1.loss_cls: 0.0618, s1.acc: 95.5065, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1033, s2.loss_cls: 0.0307, s2.acc: 95.3962, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0484, loss: 0.9736 2024-03-13 15:56:03,456 - mmdet - INFO - Epoch [35][1350/7330] lr: 1.342e-07, eta: 5:19:32, time: 1.404, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1383, s0.acc: 94.9526, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2193, s1.loss_cls: 0.0639, s1.acc: 95.2473, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1075, s2.loss_cls: 0.0313, s2.acc: 95.2925, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0507, loss: 1.0194 2024-03-13 15:57:13,760 - mmdet - INFO - Epoch [35][1400/7330] lr: 1.342e-07, eta: 5:18:19, time: 1.406, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1299, s0.acc: 95.2808, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2155, s1.loss_cls: 0.0587, s1.acc: 95.6808, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1072, s2.loss_cls: 0.0289, s2.acc: 95.6241, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0506, loss: 0.9855 2024-03-13 15:58:26,114 - mmdet - INFO - Epoch [35][1450/7330] lr: 1.342e-07, eta: 5:17:07, time: 1.447, data_time: 0.215, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1280, s0.acc: 95.2722, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2087, s1.loss_cls: 0.0589, s1.acc: 95.5875, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1032, s2.loss_cls: 0.0293, s2.acc: 95.4612, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0483, loss: 0.9694 2024-03-13 15:59:38,252 - mmdet - INFO - Epoch [35][1500/7330] lr: 1.342e-07, eta: 5:15:55, time: 1.443, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1420, s0.acc: 94.8252, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2179, s1.loss_cls: 0.0655, s1.acc: 95.0444, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1070, s2.loss_cls: 0.0327, s2.acc: 94.9646, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0502, loss: 1.0315 2024-03-13 16:00:51,294 - mmdet - INFO - Epoch [35][1550/7330] lr: 1.342e-07, eta: 5:14:43, time: 1.461, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1306, s0.acc: 95.1765, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2130, s1.loss_cls: 0.0591, s1.acc: 95.5647, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1048, s2.loss_cls: 0.0300, s2.acc: 95.3271, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0493, loss: 0.9896 2024-03-13 16:02:05,378 - mmdet - INFO - Epoch [35][1600/7330] lr: 1.342e-07, eta: 5:13:32, time: 1.482, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1292, s0.acc: 95.2764, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2036, s1.loss_cls: 0.0597, s1.acc: 95.5346, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1014, s2.loss_cls: 0.0296, s2.acc: 95.4304, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0481, loss: 0.9544 2024-03-13 16:03:12,090 - mmdet - INFO - Epoch [35][1650/7330] lr: 1.342e-07, eta: 5:12:19, time: 1.334, data_time: 0.101, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1314, s0.acc: 95.2639, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2097, s1.loss_cls: 0.0603, s1.acc: 95.4859, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1044, s2.loss_cls: 0.0298, s2.acc: 95.4373, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0493, loss: 0.9715 2024-03-13 16:04:21,156 - mmdet - INFO - Epoch [35][1700/7330] lr: 1.342e-07, eta: 5:11:07, time: 1.381, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1310, s0.acc: 95.2664, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2125, s1.loss_cls: 0.0592, s1.acc: 95.6199, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1047, s2.loss_cls: 0.0299, s2.acc: 95.4103, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0494, loss: 0.9845 2024-03-13 16:05:36,359 - mmdet - INFO - Epoch [35][1750/7330] lr: 1.342e-07, eta: 5:09:55, time: 1.504, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1240, s0.acc: 95.4165, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2096, s1.loss_cls: 0.0569, s1.acc: 95.6737, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1045, s2.loss_cls: 0.0282, s2.acc: 95.6361, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0496, loss: 0.9532 2024-03-13 16:06:46,811 - mmdet - INFO - Epoch [35][1800/7330] lr: 1.342e-07, eta: 5:08:43, time: 1.409, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1339, s0.acc: 95.0793, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2140, s1.loss_cls: 0.0606, s1.acc: 95.5130, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1063, s2.loss_cls: 0.0302, s2.acc: 95.4319, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0501, loss: 0.9997 2024-03-13 16:07:54,836 - mmdet - INFO - Epoch [35][1850/7330] lr: 1.342e-07, eta: 5:07:31, time: 1.361, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1279, s0.acc: 95.2512, s0.loss_bbox: 0.2006, s0.loss_mask: 0.2033, s1.loss_cls: 0.0584, s1.acc: 95.5362, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1013, s2.loss_cls: 0.0293, s2.acc: 95.4975, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0479, loss: 0.9510 2024-03-13 16:09:04,258 - mmdet - INFO - Epoch [35][1900/7330] lr: 1.342e-07, eta: 5:06:19, time: 1.388, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1322, s0.acc: 95.0964, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2112, s1.loss_cls: 0.0617, s1.acc: 95.3940, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1048, s2.loss_cls: 0.0306, s2.acc: 95.3174, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0497, loss: 0.9881 2024-03-13 16:10:17,326 - mmdet - INFO - Epoch [35][1950/7330] lr: 1.342e-07, eta: 5:05:07, time: 1.461, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1271, s0.acc: 95.2441, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2079, s1.loss_cls: 0.0577, s1.acc: 95.5950, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1040, s2.loss_cls: 0.0291, s2.acc: 95.4180, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0491, loss: 0.9674 2024-03-13 16:11:29,502 - mmdet - INFO - Epoch [35][2000/7330] lr: 1.342e-07, eta: 5:03:55, time: 1.443, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1368, s0.acc: 95.1421, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2137, s1.loss_cls: 0.0620, s1.acc: 95.4838, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1058, s2.loss_cls: 0.0309, s2.acc: 95.3833, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0497, loss: 1.0018 2024-03-13 16:12:40,241 - mmdet - INFO - Epoch [35][2050/7330] lr: 1.342e-07, eta: 5:02:43, time: 1.415, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1247, s0.acc: 95.5608, s0.loss_bbox: 0.1961, s0.loss_mask: 0.2109, s1.loss_cls: 0.0569, s1.acc: 95.8733, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1052, s2.loss_cls: 0.0287, s2.acc: 95.7422, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0496, loss: 0.9459 2024-03-13 16:13:51,277 - mmdet - INFO - Epoch [35][2100/7330] lr: 1.342e-07, eta: 5:01:31, time: 1.421, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1273, s0.acc: 95.3943, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2121, s1.loss_cls: 0.0576, s1.acc: 95.8247, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1047, s2.loss_cls: 0.0293, s2.acc: 95.5508, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0494, loss: 0.9709 2024-03-13 16:15:08,121 - mmdet - INFO - Epoch [35][2150/7330] lr: 1.342e-07, eta: 5:00:19, time: 1.537, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1350, s0.acc: 95.0427, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2156, s1.loss_cls: 0.0622, s1.acc: 95.3682, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1063, s2.loss_cls: 0.0306, s2.acc: 95.3450, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0503, loss: 0.9948 2024-03-13 16:16:19,585 - mmdet - INFO - Epoch [35][2200/7330] lr: 1.342e-07, eta: 4:59:07, time: 1.429, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1420, s0.acc: 94.8628, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2145, s1.loss_cls: 0.0640, s1.acc: 95.2810, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1066, s2.loss_cls: 0.0319, s2.acc: 95.1537, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0503, loss: 1.0232 2024-03-13 16:17:30,273 - mmdet - INFO - Epoch [35][2250/7330] lr: 1.342e-07, eta: 4:57:55, time: 1.414, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1248, s0.acc: 95.3931, s0.loss_bbox: 0.2003, s0.loss_mask: 0.2047, s1.loss_cls: 0.0571, s1.acc: 95.6348, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1012, s2.loss_cls: 0.0287, s2.acc: 95.4794, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0479, loss: 0.9463 2024-03-13 16:18:42,110 - mmdet - INFO - Epoch [35][2300/7330] lr: 1.342e-07, eta: 4:56:43, time: 1.436, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1281, s0.acc: 95.2800, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2115, s1.loss_cls: 0.0588, s1.acc: 95.5361, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1052, s2.loss_cls: 0.0292, s2.acc: 95.4419, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0495, loss: 0.9714 2024-03-13 16:19:55,792 - mmdet - INFO - Epoch [35][2350/7330] lr: 1.342e-07, eta: 4:55:31, time: 1.474, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1306, s0.acc: 95.2598, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2099, s1.loss_cls: 0.0593, s1.acc: 95.6409, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1038, s2.loss_cls: 0.0298, s2.acc: 95.4309, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0488, loss: 0.9722 2024-03-13 16:21:06,945 - mmdet - INFO - Epoch [35][2400/7330] lr: 1.342e-07, eta: 4:54:19, time: 1.423, data_time: 0.132, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1287, s0.acc: 95.2009, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2158, s1.loss_cls: 0.0594, s1.acc: 95.5051, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1073, s2.loss_cls: 0.0301, s2.acc: 95.3714, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0507, loss: 0.9882 2024-03-13 16:22:19,060 - mmdet - INFO - Epoch [35][2450/7330] lr: 1.342e-07, eta: 4:53:07, time: 1.442, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1285, s0.acc: 95.2439, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2084, s1.loss_cls: 0.0593, s1.acc: 95.5663, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1033, s2.loss_cls: 0.0294, s2.acc: 95.4434, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0484, loss: 0.9658 2024-03-13 16:23:30,481 - mmdet - INFO - Epoch [35][2500/7330] lr: 1.342e-07, eta: 4:51:55, time: 1.428, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1323, s0.acc: 95.1489, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2136, s1.loss_cls: 0.0598, s1.acc: 95.4929, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1055, s2.loss_cls: 0.0295, s2.acc: 95.4501, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0500, loss: 0.9852 2024-03-13 16:24:42,439 - mmdet - INFO - Epoch [35][2550/7330] lr: 1.342e-07, eta: 4:50:43, time: 1.439, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1343, s0.acc: 95.2039, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2105, s1.loss_cls: 0.0624, s1.acc: 95.4208, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1052, s2.loss_cls: 0.0311, s2.acc: 95.3538, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0497, loss: 0.9873 2024-03-13 16:25:58,082 - mmdet - INFO - Epoch [35][2600/7330] lr: 1.342e-07, eta: 4:49:31, time: 1.513, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1305, s0.acc: 95.2397, s0.loss_bbox: 0.2019, s0.loss_mask: 0.2107, s1.loss_cls: 0.0602, s1.acc: 95.5963, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1046, s2.loss_cls: 0.0303, s2.acc: 95.5187, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0497, loss: 0.9696 2024-03-13 16:27:15,038 - mmdet - INFO - Epoch [35][2650/7330] lr: 1.342e-07, eta: 4:48:19, time: 1.539, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1410, s0.acc: 94.8552, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2150, s1.loss_cls: 0.0645, s1.acc: 95.2351, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1066, s2.loss_cls: 0.0317, s2.acc: 95.1824, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0500, loss: 1.0217 2024-03-13 16:28:32,650 - mmdet - INFO - Epoch [35][2700/7330] lr: 1.342e-07, eta: 4:47:07, time: 1.552, data_time: 0.201, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1352, s0.acc: 95.0869, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2129, s1.loss_cls: 0.0614, s1.acc: 95.4339, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1052, s2.loss_cls: 0.0306, s2.acc: 95.3915, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0494, loss: 0.9886 2024-03-13 16:29:46,706 - mmdet - INFO - Epoch [35][2750/7330] lr: 1.342e-07, eta: 4:45:55, time: 1.481, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1350, s0.acc: 95.2139, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2147, s1.loss_cls: 0.0610, s1.acc: 95.5454, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1061, s2.loss_cls: 0.0302, s2.acc: 95.4696, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0501, loss: 0.9967 2024-03-13 16:31:00,085 - mmdet - INFO - Epoch [35][2800/7330] lr: 1.342e-07, eta: 4:44:43, time: 1.468, data_time: 0.203, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1318, s0.acc: 95.1516, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2136, s1.loss_cls: 0.0604, s1.acc: 95.4831, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1072, s2.loss_cls: 0.0299, s2.acc: 95.4021, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0507, loss: 0.9942 2024-03-13 16:32:15,322 - mmdet - INFO - Epoch [35][2850/7330] lr: 1.342e-07, eta: 4:43:31, time: 1.505, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1269, s0.acc: 95.3501, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2131, s1.loss_cls: 0.0590, s1.acc: 95.6258, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1062, s2.loss_cls: 0.0293, s2.acc: 95.5411, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0503, loss: 0.9760 2024-03-13 16:33:33,220 - mmdet - INFO - Epoch [35][2900/7330] lr: 1.342e-07, eta: 4:42:20, time: 1.558, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1291, s0.acc: 95.3132, s0.loss_bbox: 0.2039, s0.loss_mask: 0.2083, s1.loss_cls: 0.0589, s1.acc: 95.6137, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1033, s2.loss_cls: 0.0293, s2.acc: 95.4791, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0485, loss: 0.9630 2024-03-13 16:34:47,463 - mmdet - INFO - Epoch [35][2950/7330] lr: 1.342e-07, eta: 4:41:08, time: 1.485, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1355, s0.acc: 95.0322, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2100, s1.loss_cls: 0.0622, s1.acc: 95.3274, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1055, s2.loss_cls: 0.0309, s2.acc: 95.2640, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0499, loss: 0.9952 2024-03-13 16:35:58,036 - mmdet - INFO - Epoch [35][3000/7330] lr: 1.342e-07, eta: 4:39:56, time: 1.411, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1323, s0.acc: 95.1597, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2098, s1.loss_cls: 0.0602, s1.acc: 95.5190, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1032, s2.loss_cls: 0.0300, s2.acc: 95.4455, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0487, loss: 0.9802 2024-03-13 16:37:06,991 - mmdet - INFO - Epoch [35][3050/7330] lr: 1.342e-07, eta: 4:38:43, time: 1.379, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1341, s0.acc: 95.0850, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2151, s1.loss_cls: 0.0615, s1.acc: 95.4569, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1064, s2.loss_cls: 0.0307, s2.acc: 95.3523, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0505, loss: 1.0004 2024-03-13 16:38:17,741 - mmdet - INFO - Epoch [35][3100/7330] lr: 1.342e-07, eta: 4:37:31, time: 1.415, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1319, s0.acc: 95.1992, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2133, s1.loss_cls: 0.0606, s1.acc: 95.5088, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1062, s2.loss_cls: 0.0301, s2.acc: 95.4483, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0499, loss: 0.9903 2024-03-13 16:39:29,645 - mmdet - INFO - Epoch [35][3150/7330] lr: 1.342e-07, eta: 4:36:19, time: 1.438, data_time: 0.199, memory: 17966, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1324, s0.acc: 95.0571, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2189, s1.loss_cls: 0.0605, s1.acc: 95.4150, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1079, s2.loss_cls: 0.0306, s2.acc: 95.2717, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0508, loss: 1.0113 2024-03-13 16:40:45,349 - mmdet - INFO - Epoch [35][3200/7330] lr: 1.342e-07, eta: 4:35:08, time: 1.514, data_time: 0.211, memory: 17966, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1369, s0.acc: 94.9849, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2161, s1.loss_cls: 0.0624, s1.acc: 95.3658, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1067, s2.loss_cls: 0.0307, s2.acc: 95.3582, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0504, loss: 1.0087 2024-03-13 16:41:59,308 - mmdet - INFO - Epoch [35][3250/7330] lr: 1.342e-07, eta: 4:33:56, time: 1.479, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1352, s0.acc: 95.0413, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2185, s1.loss_cls: 0.0616, s1.acc: 95.4277, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1080, s2.loss_cls: 0.0312, s2.acc: 95.1665, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0508, loss: 1.0085 2024-03-13 16:43:12,975 - mmdet - INFO - Epoch [35][3300/7330] lr: 1.342e-07, eta: 4:32:44, time: 1.473, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1290, s0.acc: 95.1936, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2095, s1.loss_cls: 0.0595, s1.acc: 95.5146, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1052, s2.loss_cls: 0.0300, s2.acc: 95.3404, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0499, loss: 0.9774 2024-03-13 16:44:22,117 - mmdet - INFO - Epoch [35][3350/7330] lr: 1.342e-07, eta: 4:31:31, time: 1.383, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1280, s0.acc: 95.3113, s0.loss_bbox: 0.2019, s0.loss_mask: 0.2084, s1.loss_cls: 0.0578, s1.acc: 95.6840, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1029, s2.loss_cls: 0.0293, s2.acc: 95.6261, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0488, loss: 0.9574 2024-03-13 16:45:33,897 - mmdet - INFO - Epoch [35][3400/7330] lr: 1.342e-07, eta: 4:30:19, time: 1.436, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1317, s0.acc: 95.2053, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2126, s1.loss_cls: 0.0605, s1.acc: 95.4888, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1054, s2.loss_cls: 0.0305, s2.acc: 95.3777, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0496, loss: 0.9792 2024-03-13 16:46:42,637 - mmdet - INFO - Epoch [35][3450/7330] lr: 1.342e-07, eta: 4:29:07, time: 1.375, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1306, s0.acc: 95.2578, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2086, s1.loss_cls: 0.0597, s1.acc: 95.6300, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1037, s2.loss_cls: 0.0296, s2.acc: 95.4504, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0489, loss: 0.9771 2024-03-13 16:47:55,557 - mmdet - INFO - Epoch [35][3500/7330] lr: 1.342e-07, eta: 4:27:55, time: 1.458, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1345, s0.acc: 95.0488, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2097, s1.loss_cls: 0.0616, s1.acc: 95.4092, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1041, s2.loss_cls: 0.0312, s2.acc: 95.1758, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0490, loss: 0.9854 2024-03-13 16:49:11,637 - mmdet - INFO - Epoch [35][3550/7330] lr: 1.342e-07, eta: 4:26:43, time: 1.522, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1356, s0.acc: 95.0454, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2164, s1.loss_cls: 0.0624, s1.acc: 95.3268, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1067, s2.loss_cls: 0.0308, s2.acc: 95.2720, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0500, loss: 1.0097 2024-03-13 16:50:19,518 - mmdet - INFO - Epoch [35][3600/7330] lr: 1.342e-07, eta: 4:25:31, time: 1.358, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1351, s0.acc: 94.9365, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2091, s1.loss_cls: 0.0613, s1.acc: 95.4137, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1040, s2.loss_cls: 0.0307, s2.acc: 95.2940, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0492, loss: 0.9981 2024-03-13 16:51:30,238 - mmdet - INFO - Epoch [35][3650/7330] lr: 1.342e-07, eta: 4:24:19, time: 1.414, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1347, s0.acc: 95.1372, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2096, s1.loss_cls: 0.0615, s1.acc: 95.4550, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1049, s2.loss_cls: 0.0307, s2.acc: 95.2823, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0498, loss: 0.9826 2024-03-13 16:52:42,354 - mmdet - INFO - Epoch [35][3700/7330] lr: 1.342e-07, eta: 4:23:07, time: 1.442, data_time: 0.122, memory: 17966, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1339, s0.acc: 95.0811, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2138, s1.loss_cls: 0.0617, s1.acc: 95.3916, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1057, s2.loss_cls: 0.0309, s2.acc: 95.2378, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0497, loss: 1.0026 2024-03-13 16:53:54,855 - mmdet - INFO - Epoch [35][3750/7330] lr: 1.342e-07, eta: 4:21:55, time: 1.450, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1225, s0.acc: 95.4580, s0.loss_bbox: 0.1966, s0.loss_mask: 0.2086, s1.loss_cls: 0.0562, s1.acc: 95.8154, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1044, s2.loss_cls: 0.0283, s2.acc: 95.5998, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0491, loss: 0.9436 2024-03-13 16:55:09,122 - mmdet - INFO - Epoch [35][3800/7330] lr: 1.342e-07, eta: 4:20:43, time: 1.485, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1298, s0.acc: 95.2183, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2121, s1.loss_cls: 0.0591, s1.acc: 95.5967, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1054, s2.loss_cls: 0.0294, s2.acc: 95.5062, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0495, loss: 0.9778 2024-03-13 16:56:21,120 - mmdet - INFO - Epoch [35][3850/7330] lr: 1.342e-07, eta: 4:19:31, time: 1.440, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1304, s0.acc: 95.2473, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2096, s1.loss_cls: 0.0588, s1.acc: 95.6387, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1038, s2.loss_cls: 0.0291, s2.acc: 95.6048, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0489, loss: 0.9697 2024-03-13 16:57:27,023 - mmdet - INFO - Epoch [35][3900/7330] lr: 1.342e-07, eta: 4:18:19, time: 1.318, data_time: 0.113, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1347, s0.acc: 95.0195, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2102, s1.loss_cls: 0.0609, s1.acc: 95.4061, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1044, s2.loss_cls: 0.0307, s2.acc: 95.3560, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0491, loss: 0.9922 2024-03-13 16:58:40,363 - mmdet - INFO - Epoch [35][3950/7330] lr: 1.342e-07, eta: 4:17:07, time: 1.467, data_time: 0.212, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1328, s0.acc: 95.1738, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2136, s1.loss_cls: 0.0616, s1.acc: 95.3976, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1057, s2.loss_cls: 0.0306, s2.acc: 95.2975, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0494, loss: 0.9934 2024-03-13 16:59:53,122 - mmdet - INFO - Epoch [35][4000/7330] lr: 1.342e-07, eta: 4:15:55, time: 1.455, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1367, s0.acc: 94.9626, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2138, s1.loss_cls: 0.0625, s1.acc: 95.3313, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1062, s2.loss_cls: 0.0311, s2.acc: 95.2898, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0502, loss: 1.0017 2024-03-13 17:01:05,389 - mmdet - INFO - Epoch [35][4050/7330] lr: 1.342e-07, eta: 4:14:43, time: 1.445, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1308, s0.acc: 95.1819, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2112, s1.loss_cls: 0.0588, s1.acc: 95.5691, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1041, s2.loss_cls: 0.0292, s2.acc: 95.4876, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0490, loss: 0.9764 2024-03-13 17:02:15,831 - mmdet - INFO - Epoch [35][4100/7330] lr: 1.342e-07, eta: 4:13:31, time: 1.409, data_time: 0.195, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1336, s0.acc: 95.1138, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2122, s1.loss_cls: 0.0612, s1.acc: 95.4816, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1053, s2.loss_cls: 0.0305, s2.acc: 95.3501, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0495, loss: 0.9887 2024-03-13 17:03:23,394 - mmdet - INFO - Epoch [35][4150/7330] lr: 1.342e-07, eta: 4:12:19, time: 1.351, data_time: 0.143, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1269, s0.acc: 95.3567, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2117, s1.loss_cls: 0.0575, s1.acc: 95.7224, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1044, s2.loss_cls: 0.0291, s2.acc: 95.5871, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0492, loss: 0.9744 2024-03-13 17:04:36,060 - mmdet - INFO - Epoch [35][4200/7330] lr: 1.342e-07, eta: 4:11:07, time: 1.453, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1251, s0.acc: 95.4932, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2125, s1.loss_cls: 0.0573, s1.acc: 95.7218, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1054, s2.loss_cls: 0.0290, s2.acc: 95.6757, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0499, loss: 0.9652 2024-03-13 17:05:49,853 - mmdet - INFO - Epoch [35][4250/7330] lr: 1.342e-07, eta: 4:09:55, time: 1.476, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1358, s0.acc: 95.0032, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2152, s1.loss_cls: 0.0627, s1.acc: 95.3222, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1061, s2.loss_cls: 0.0312, s2.acc: 95.2315, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0499, loss: 1.0070 2024-03-13 17:07:00,862 - mmdet - INFO - Epoch [35][4300/7330] lr: 1.342e-07, eta: 4:08:43, time: 1.420, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1248, s0.acc: 95.4421, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2079, s1.loss_cls: 0.0564, s1.acc: 95.7934, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1047, s2.loss_cls: 0.0284, s2.acc: 95.5985, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0495, loss: 0.9550 2024-03-13 17:08:15,180 - mmdet - INFO - Epoch [35][4350/7330] lr: 1.342e-07, eta: 4:07:31, time: 1.486, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1418, s0.acc: 94.7754, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2177, s1.loss_cls: 0.0646, s1.acc: 95.1963, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1077, s2.loss_cls: 0.0320, s2.acc: 95.0762, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0507, loss: 1.0346 2024-03-13 17:09:30,713 - mmdet - INFO - Epoch [35][4400/7330] lr: 1.342e-07, eta: 4:06:19, time: 1.511, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1259, s0.acc: 95.4419, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2062, s1.loss_cls: 0.0577, s1.acc: 95.7664, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1025, s2.loss_cls: 0.0290, s2.acc: 95.6578, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0485, loss: 0.9485 2024-03-13 17:10:43,127 - mmdet - INFO - Epoch [35][4450/7330] lr: 1.342e-07, eta: 4:05:07, time: 1.448, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1338, s0.acc: 95.0417, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2173, s1.loss_cls: 0.0612, s1.acc: 95.2855, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1073, s2.loss_cls: 0.0307, s2.acc: 95.2246, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0505, loss: 1.0065 2024-03-13 17:11:52,825 - mmdet - INFO - Epoch [35][4500/7330] lr: 1.342e-07, eta: 4:03:55, time: 1.394, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1317, s0.acc: 95.1682, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2110, s1.loss_cls: 0.0605, s1.acc: 95.4897, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1060, s2.loss_cls: 0.0304, s2.acc: 95.3872, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0503, loss: 0.9827 2024-03-13 17:13:07,117 - mmdet - INFO - Epoch [35][4550/7330] lr: 1.342e-07, eta: 4:02:43, time: 1.486, data_time: 0.183, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1340, s0.acc: 95.0662, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2106, s1.loss_cls: 0.0614, s1.acc: 95.3788, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1050, s2.loss_cls: 0.0306, s2.acc: 95.2611, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0497, loss: 0.9974 2024-03-13 17:14:20,859 - mmdet - INFO - Epoch [35][4600/7330] lr: 1.342e-07, eta: 4:01:31, time: 1.475, data_time: 0.202, memory: 17966, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1255, s0.acc: 95.3420, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2064, s1.loss_cls: 0.0561, s1.acc: 95.7432, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1022, s2.loss_cls: 0.0281, s2.acc: 95.6976, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0481, loss: 0.9582 2024-03-13 17:15:30,396 - mmdet - INFO - Epoch [35][4650/7330] lr: 1.342e-07, eta: 4:00:19, time: 1.391, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1298, s0.acc: 95.3132, s0.loss_bbox: 0.2035, s0.loss_mask: 0.2076, s1.loss_cls: 0.0590, s1.acc: 95.6880, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1026, s2.loss_cls: 0.0292, s2.acc: 95.5353, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0486, loss: 0.9638 2024-03-13 17:16:44,226 - mmdet - INFO - Epoch [35][4700/7330] lr: 1.342e-07, eta: 3:59:07, time: 1.477, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1232, s0.acc: 95.4717, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2119, s1.loss_cls: 0.0557, s1.acc: 95.8482, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1052, s2.loss_cls: 0.0279, s2.acc: 95.8074, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0496, loss: 0.9503 2024-03-13 17:17:58,180 - mmdet - INFO - Epoch [35][4750/7330] lr: 1.342e-07, eta: 3:57:55, time: 1.479, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1317, s0.acc: 95.1760, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2138, s1.loss_cls: 0.0597, s1.acc: 95.4683, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1061, s2.loss_cls: 0.0298, s2.acc: 95.4184, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0499, loss: 0.9895 2024-03-13 17:19:14,335 - mmdet - INFO - Epoch [35][4800/7330] lr: 1.342e-07, eta: 3:56:43, time: 1.523, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1316, s0.acc: 95.1436, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2129, s1.loss_cls: 0.0604, s1.acc: 95.4889, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1056, s2.loss_cls: 0.0305, s2.acc: 95.3463, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0498, loss: 0.9881 2024-03-13 17:20:24,624 - mmdet - INFO - Epoch [35][4850/7330] lr: 1.342e-07, eta: 3:55:31, time: 1.406, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1260, s0.acc: 95.3394, s0.loss_bbox: 0.2011, s0.loss_mask: 0.2070, s1.loss_cls: 0.0580, s1.acc: 95.6362, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1039, s2.loss_cls: 0.0288, s2.acc: 95.6045, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0492, loss: 0.9527 2024-03-13 17:21:42,471 - mmdet - INFO - Epoch [35][4900/7330] lr: 1.342e-07, eta: 3:54:19, time: 1.557, data_time: 0.201, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1311, s0.acc: 95.1052, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2123, s1.loss_cls: 0.0590, s1.acc: 95.5426, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1055, s2.loss_cls: 0.0296, s2.acc: 95.3770, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0497, loss: 0.9900 2024-03-13 17:22:54,862 - mmdet - INFO - Epoch [35][4950/7330] lr: 1.342e-07, eta: 3:53:07, time: 1.448, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1310, s0.acc: 95.1826, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2048, s1.loss_cls: 0.0605, s1.acc: 95.4796, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1008, s2.loss_cls: 0.0305, s2.acc: 95.2674, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0477, loss: 0.9613 2024-03-13 17:24:09,440 - mmdet - INFO - Epoch [35][5000/7330] lr: 1.342e-07, eta: 3:51:55, time: 1.492, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1324, s0.acc: 95.1843, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2091, s1.loss_cls: 0.0601, s1.acc: 95.5679, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1035, s2.loss_cls: 0.0304, s2.acc: 95.3886, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0490, loss: 0.9810 2024-03-13 17:25:21,289 - mmdet - INFO - Epoch [35][5050/7330] lr: 1.342e-07, eta: 3:50:43, time: 1.437, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1294, s0.acc: 95.2512, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2136, s1.loss_cls: 0.0588, s1.acc: 95.5970, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1062, s2.loss_cls: 0.0293, s2.acc: 95.5649, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0499, loss: 0.9796 2024-03-13 17:26:28,630 - mmdet - INFO - Epoch [35][5100/7330] lr: 1.342e-07, eta: 3:49:31, time: 1.347, data_time: 0.141, memory: 17966, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1310, s0.acc: 95.1233, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2129, s1.loss_cls: 0.0603, s1.acc: 95.4223, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1051, s2.loss_cls: 0.0310, s2.acc: 95.1759, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0496, loss: 0.9881 2024-03-13 17:27:39,426 - mmdet - INFO - Epoch [35][5150/7330] lr: 1.342e-07, eta: 3:48:19, time: 1.416, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1253, s0.acc: 95.4360, s0.loss_bbox: 0.2019, s0.loss_mask: 0.2083, s1.loss_cls: 0.0574, s1.acc: 95.7425, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1037, s2.loss_cls: 0.0292, s2.acc: 95.5726, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0494, loss: 0.9602 2024-03-13 17:28:50,898 - mmdet - INFO - Epoch [35][5200/7330] lr: 1.342e-07, eta: 3:47:07, time: 1.429, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1247, s0.acc: 95.3435, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2075, s1.loss_cls: 0.0578, s1.acc: 95.5742, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1038, s2.loss_cls: 0.0290, s2.acc: 95.4458, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0492, loss: 0.9610 2024-03-13 17:30:05,987 - mmdet - INFO - Epoch [35][5250/7330] lr: 1.342e-07, eta: 3:45:55, time: 1.502, data_time: 0.242, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1266, s0.acc: 95.4072, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2101, s1.loss_cls: 0.0583, s1.acc: 95.6972, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1044, s2.loss_cls: 0.0288, s2.acc: 95.6197, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0491, loss: 0.9576 2024-03-13 17:31:19,900 - mmdet - INFO - Epoch [35][5300/7330] lr: 1.342e-07, eta: 3:44:43, time: 1.479, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1282, s0.acc: 95.2073, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2105, s1.loss_cls: 0.0584, s1.acc: 95.5271, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1040, s2.loss_cls: 0.0298, s2.acc: 95.3600, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0489, loss: 0.9710 2024-03-13 17:32:28,775 - mmdet - INFO - Epoch [35][5350/7330] lr: 1.342e-07, eta: 3:43:31, time: 1.377, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1316, s0.acc: 95.1404, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2078, s1.loss_cls: 0.0599, s1.acc: 95.5109, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1042, s2.loss_cls: 0.0306, s2.acc: 95.3010, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0495, loss: 0.9767 2024-03-13 17:33:35,368 - mmdet - INFO - Epoch [35][5400/7330] lr: 1.342e-07, eta: 3:42:18, time: 1.332, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1334, s0.acc: 95.1321, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2130, s1.loss_cls: 0.0619, s1.acc: 95.4092, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1067, s2.loss_cls: 0.0304, s2.acc: 95.3346, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0506, loss: 0.9952 2024-03-13 17:34:48,943 - mmdet - INFO - Epoch [35][5450/7330] lr: 1.342e-07, eta: 3:41:07, time: 1.471, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1387, s0.acc: 94.9902, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2155, s1.loss_cls: 0.0635, s1.acc: 95.3616, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1069, s2.loss_cls: 0.0313, s2.acc: 95.3250, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0504, loss: 1.0110 2024-03-13 17:36:05,979 - mmdet - INFO - Epoch [35][5500/7330] lr: 1.342e-07, eta: 3:39:55, time: 1.541, data_time: 0.225, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1318, s0.acc: 95.1050, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2173, s1.loss_cls: 0.0608, s1.acc: 95.3981, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1075, s2.loss_cls: 0.0301, s2.acc: 95.3637, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0506, loss: 0.9998 2024-03-13 17:37:17,742 - mmdet - INFO - Epoch [35][5550/7330] lr: 1.342e-07, eta: 3:38:43, time: 1.435, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1325, s0.acc: 95.1738, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2122, s1.loss_cls: 0.0608, s1.acc: 95.4537, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1053, s2.loss_cls: 0.0305, s2.acc: 95.2698, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0497, loss: 0.9788 2024-03-13 17:38:30,759 - mmdet - INFO - Epoch [35][5600/7330] lr: 1.342e-07, eta: 3:37:31, time: 1.460, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1350, s0.acc: 95.0042, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2154, s1.loss_cls: 0.0613, s1.acc: 95.3328, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1071, s2.loss_cls: 0.0310, s2.acc: 95.2322, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0505, loss: 1.0106 2024-03-13 17:39:43,486 - mmdet - INFO - Epoch [35][5650/7330] lr: 1.342e-07, eta: 3:36:19, time: 1.455, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1385, s0.acc: 94.8770, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2146, s1.loss_cls: 0.0640, s1.acc: 95.1446, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1044, s2.loss_cls: 0.0319, s2.acc: 95.0620, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0492, loss: 1.0194 2024-03-13 17:40:58,593 - mmdet - INFO - Epoch [35][5700/7330] lr: 1.342e-07, eta: 3:35:07, time: 1.502, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1303, s0.acc: 95.1689, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2093, s1.loss_cls: 0.0594, s1.acc: 95.5630, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1046, s2.loss_cls: 0.0298, s2.acc: 95.4235, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0492, loss: 0.9794 2024-03-13 17:42:13,888 - mmdet - INFO - Epoch [35][5750/7330] lr: 1.342e-07, eta: 3:33:55, time: 1.506, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1313, s0.acc: 95.2053, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2084, s1.loss_cls: 0.0605, s1.acc: 95.4926, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1028, s2.loss_cls: 0.0305, s2.acc: 95.3908, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0488, loss: 0.9732 2024-03-13 17:43:25,199 - mmdet - INFO - Epoch [35][5800/7330] lr: 1.342e-07, eta: 3:32:43, time: 1.426, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1326, s0.acc: 95.1394, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2101, s1.loss_cls: 0.0594, s1.acc: 95.5729, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1035, s2.loss_cls: 0.0293, s2.acc: 95.5279, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0486, loss: 0.9795 2024-03-13 17:44:41,246 - mmdet - INFO - Epoch [35][5850/7330] lr: 1.342e-07, eta: 3:31:31, time: 1.521, data_time: 0.209, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1291, s0.acc: 95.2173, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2078, s1.loss_cls: 0.0582, s1.acc: 95.5646, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1032, s2.loss_cls: 0.0293, s2.acc: 95.4775, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0488, loss: 0.9622 2024-03-13 17:45:57,629 - mmdet - INFO - Epoch [35][5900/7330] lr: 1.342e-07, eta: 3:30:19, time: 1.528, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1367, s0.acc: 94.9841, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2147, s1.loss_cls: 0.0621, s1.acc: 95.3228, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1059, s2.loss_cls: 0.0314, s2.acc: 95.1467, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0502, loss: 1.0069 2024-03-13 17:47:13,212 - mmdet - INFO - Epoch [35][5950/7330] lr: 1.342e-07, eta: 3:29:07, time: 1.512, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1319, s0.acc: 95.1426, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2116, s1.loss_cls: 0.0607, s1.acc: 95.4872, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1051, s2.loss_cls: 0.0304, s2.acc: 95.3193, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0498, loss: 0.9864 2024-03-13 17:48:26,732 - mmdet - INFO - Epoch [35][6000/7330] lr: 1.342e-07, eta: 3:27:55, time: 1.470, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1250, s0.acc: 95.4280, s0.loss_bbox: 0.2003, s0.loss_mask: 0.2065, s1.loss_cls: 0.0562, s1.acc: 95.8390, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1035, s2.loss_cls: 0.0282, s2.acc: 95.7208, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0487, loss: 0.9470 2024-03-13 17:49:38,502 - mmdet - INFO - Epoch [35][6050/7330] lr: 1.342e-07, eta: 3:26:43, time: 1.435, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1331, s0.acc: 95.0757, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2141, s1.loss_cls: 0.0601, s1.acc: 95.4291, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1066, s2.loss_cls: 0.0306, s2.acc: 95.2728, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0504, loss: 1.0057 2024-03-13 17:50:48,937 - mmdet - INFO - Epoch [35][6100/7330] lr: 1.342e-07, eta: 3:25:31, time: 1.409, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1363, s0.acc: 94.9675, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2201, s1.loss_cls: 0.0617, s1.acc: 95.3780, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1085, s2.loss_cls: 0.0310, s2.acc: 95.2239, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0510, loss: 1.0147 2024-03-13 17:52:03,375 - mmdet - INFO - Epoch [35][6150/7330] lr: 1.342e-07, eta: 3:24:19, time: 1.489, data_time: 0.173, memory: 17966, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1301, s0.acc: 95.2703, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2060, s1.loss_cls: 0.0605, s1.acc: 95.5483, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1030, s2.loss_cls: 0.0304, s2.acc: 95.3030, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0489, loss: 0.9738 2024-03-13 17:53:13,649 - mmdet - INFO - Epoch [35][6200/7330] lr: 1.342e-07, eta: 3:23:07, time: 1.405, data_time: 0.124, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1334, s0.acc: 95.1113, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2130, s1.loss_cls: 0.0609, s1.acc: 95.4682, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1050, s2.loss_cls: 0.0303, s2.acc: 95.3616, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0490, loss: 0.9876 2024-03-13 17:54:26,343 - mmdet - INFO - Epoch [35][6250/7330] lr: 1.342e-07, eta: 3:21:55, time: 1.454, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1320, s0.acc: 95.0520, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2132, s1.loss_cls: 0.0608, s1.acc: 95.3862, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1064, s2.loss_cls: 0.0306, s2.acc: 95.2388, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0503, loss: 1.0020 2024-03-13 17:55:35,633 - mmdet - INFO - Epoch [35][6300/7330] lr: 1.342e-07, eta: 3:20:43, time: 1.386, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1266, s0.acc: 95.3115, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2107, s1.loss_cls: 0.0586, s1.acc: 95.5162, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1045, s2.loss_cls: 0.0293, s2.acc: 95.4032, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0497, loss: 0.9681 2024-03-13 17:56:49,665 - mmdet - INFO - Epoch [35][6350/7330] lr: 1.342e-07, eta: 3:19:31, time: 1.481, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1361, s0.acc: 94.9243, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2175, s1.loss_cls: 0.0624, s1.acc: 95.3136, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1076, s2.loss_cls: 0.0314, s2.acc: 95.1324, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0508, loss: 1.0157 2024-03-13 17:58:00,502 - mmdet - INFO - Epoch [35][6400/7330] lr: 1.342e-07, eta: 3:18:19, time: 1.417, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1335, s0.acc: 95.0837, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2070, s1.loss_cls: 0.0607, s1.acc: 95.4439, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1029, s2.loss_cls: 0.0308, s2.acc: 95.3073, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0484, loss: 0.9796 2024-03-13 17:59:09,753 - mmdet - INFO - Epoch [35][6450/7330] lr: 1.342e-07, eta: 3:17:07, time: 1.385, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1299, s0.acc: 95.2273, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2123, s1.loss_cls: 0.0589, s1.acc: 95.5724, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1051, s2.loss_cls: 0.0295, s2.acc: 95.4444, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0497, loss: 0.9761 2024-03-13 18:00:22,401 - mmdet - INFO - Epoch [35][6500/7330] lr: 1.342e-07, eta: 3:15:55, time: 1.453, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1306, s0.acc: 95.2905, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2111, s1.loss_cls: 0.0595, s1.acc: 95.6713, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1055, s2.loss_cls: 0.0297, s2.acc: 95.4913, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0499, loss: 0.9764 2024-03-13 18:01:38,978 - mmdet - INFO - Epoch [35][6550/7330] lr: 1.342e-07, eta: 3:14:43, time: 1.532, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1315, s0.acc: 95.1047, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2153, s1.loss_cls: 0.0594, s1.acc: 95.4752, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1068, s2.loss_cls: 0.0294, s2.acc: 95.4481, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0499, loss: 0.9895 2024-03-13 18:02:47,527 - mmdet - INFO - Epoch [35][6600/7330] lr: 1.342e-07, eta: 3:13:31, time: 1.371, data_time: 0.113, memory: 17966, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1281, s0.acc: 95.3281, s0.loss_bbox: 0.2017, s0.loss_mask: 0.2106, s1.loss_cls: 0.0586, s1.acc: 95.6425, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1043, s2.loss_cls: 0.0294, s2.acc: 95.5107, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0488, loss: 0.9607 2024-03-13 18:03:59,628 - mmdet - INFO - Epoch [35][6650/7330] lr: 1.342e-07, eta: 3:12:19, time: 1.442, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1308, s0.acc: 95.2231, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2155, s1.loss_cls: 0.0587, s1.acc: 95.5592, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1072, s2.loss_cls: 0.0292, s2.acc: 95.5481, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0504, loss: 0.9896 2024-03-13 18:05:14,410 - mmdet - INFO - Epoch [35][6700/7330] lr: 1.342e-07, eta: 3:11:07, time: 1.495, data_time: 0.114, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1343, s0.acc: 95.0120, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2166, s1.loss_cls: 0.0614, s1.acc: 95.3595, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1067, s2.loss_cls: 0.0309, s2.acc: 95.2035, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0500, loss: 1.0033 2024-03-13 18:06:24,904 - mmdet - INFO - Epoch [35][6750/7330] lr: 1.342e-07, eta: 3:09:55, time: 1.410, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1411, s0.acc: 94.8840, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2201, s1.loss_cls: 0.0651, s1.acc: 95.1846, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1083, s2.loss_cls: 0.0328, s2.acc: 94.9731, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0509, loss: 1.0449 2024-03-13 18:07:38,641 - mmdet - INFO - Epoch [35][6800/7330] lr: 1.342e-07, eta: 3:08:43, time: 1.474, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1370, s0.acc: 94.9004, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2141, s1.loss_cls: 0.0622, s1.acc: 95.2365, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1062, s2.loss_cls: 0.0314, s2.acc: 95.1236, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0502, loss: 1.0137 2024-03-13 18:08:55,175 - mmdet - INFO - Epoch [35][6850/7330] lr: 1.342e-07, eta: 3:07:31, time: 1.531, data_time: 0.206, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1280, s0.acc: 95.2637, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2093, s1.loss_cls: 0.0588, s1.acc: 95.5763, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1035, s2.loss_cls: 0.0295, s2.acc: 95.4204, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0483, loss: 0.9774 2024-03-13 18:10:02,556 - mmdet - INFO - Epoch [35][6900/7330] lr: 1.342e-07, eta: 3:06:19, time: 1.348, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1296, s0.acc: 95.2471, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2126, s1.loss_cls: 0.0586, s1.acc: 95.5662, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1057, s2.loss_cls: 0.0295, s2.acc: 95.4374, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0497, loss: 0.9771 2024-03-13 18:11:13,982 - mmdet - INFO - Epoch [35][6950/7330] lr: 1.342e-07, eta: 3:05:06, time: 1.429, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1330, s0.acc: 94.9971, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2136, s1.loss_cls: 0.0603, s1.acc: 95.3903, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1059, s2.loss_cls: 0.0300, s2.acc: 95.2744, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0500, loss: 1.0076 2024-03-13 18:12:29,828 - mmdet - INFO - Epoch [35][7000/7330] lr: 1.342e-07, eta: 3:03:55, time: 1.517, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1322, s0.acc: 95.1233, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2122, s1.loss_cls: 0.0610, s1.acc: 95.3967, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1052, s2.loss_cls: 0.0303, s2.acc: 95.3507, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0499, loss: 0.9798 2024-03-13 18:13:43,655 - mmdet - INFO - Epoch [35][7050/7330] lr: 1.342e-07, eta: 3:02:43, time: 1.477, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1355, s0.acc: 94.9346, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2172, s1.loss_cls: 0.0625, s1.acc: 95.2356, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1074, s2.loss_cls: 0.0317, s2.acc: 95.1275, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0506, loss: 1.0172 2024-03-13 18:14:56,004 - mmdet - INFO - Epoch [35][7100/7330] lr: 1.342e-07, eta: 3:01:31, time: 1.447, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1340, s0.acc: 95.0232, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2142, s1.loss_cls: 0.0612, s1.acc: 95.2814, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1059, s2.loss_cls: 0.0309, s2.acc: 95.1708, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0499, loss: 0.9963 2024-03-13 18:16:07,443 - mmdet - INFO - Epoch [35][7150/7330] lr: 1.342e-07, eta: 3:00:19, time: 1.429, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1271, s0.acc: 95.2598, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2110, s1.loss_cls: 0.0583, s1.acc: 95.6346, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1042, s2.loss_cls: 0.0288, s2.acc: 95.5666, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0493, loss: 0.9709 2024-03-13 18:17:19,289 - mmdet - INFO - Epoch [35][7200/7330] lr: 1.342e-07, eta: 2:59:06, time: 1.437, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1321, s0.acc: 95.1116, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2096, s1.loss_cls: 0.0606, s1.acc: 95.4421, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1033, s2.loss_cls: 0.0303, s2.acc: 95.3200, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0489, loss: 0.9841 2024-03-13 18:18:31,228 - mmdet - INFO - Epoch [35][7250/7330] lr: 1.342e-07, eta: 2:57:54, time: 1.439, data_time: 0.118, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1316, s0.acc: 95.1902, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2170, s1.loss_cls: 0.0592, s1.acc: 95.5859, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1064, s2.loss_cls: 0.0295, s2.acc: 95.4459, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0501, loss: 0.9971 2024-03-13 18:19:40,017 - mmdet - INFO - Epoch [35][7300/7330] lr: 1.342e-07, eta: 2:56:42, time: 1.376, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1271, s0.acc: 95.3188, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2083, s1.loss_cls: 0.0577, s1.acc: 95.6939, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1031, s2.loss_cls: 0.0288, s2.acc: 95.5981, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0486, loss: 0.9597 2024-03-13 18:20:17,810 - mmdet - INFO - Saving checkpoint at 35 epochs 2024-03-13 18:25:42,704 - mmdet - INFO - Evaluating bbox... 2024-03-13 18:26:11,983 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.516 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.704 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.561 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 ] = 0.550 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 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.477 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.674 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.782 2024-03-13 18:26:11,984 - mmdet - INFO - Evaluating segm... 2024-03-13 18:26:48,192 - 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 ] = 0.679 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.484 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.252 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 ] = 0.632 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.561 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.561 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.561 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.399 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 ] = 0.713 2024-03-13 18:26:48,728 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 18:26:48,728 - mmdet - INFO - Epoch(val) [35][1250] bbox_mAP: 0.5160, bbox_mAP_50: 0.7040, bbox_mAP_75: 0.5610, bbox_mAP_s: 0.3480, bbox_mAP_m: 0.5500, bbox_mAP_l: 0.6660, bbox_mAP_copypaste: 0.516 0.704 0.561 0.348 0.550 0.666, segm_mAP: 0.4470, segm_mAP_50: 0.6790, segm_mAP_75: 0.4840, segm_mAP_s: 0.2520, segm_mAP_m: 0.4770, segm_mAP_l: 0.6320, segm_mAP_copypaste: 0.447 0.679 0.484 0.252 0.477 0.632 2024-03-13 18:28:07,315 - mmdet - INFO - Epoch [36][50/7330] lr: 1.342e-07, eta: 2:54:46, time: 1.571, data_time: 0.259, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1308, s0.acc: 95.1790, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2169, s1.loss_cls: 0.0606, s1.acc: 95.5374, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1066, s2.loss_cls: 0.0301, s2.acc: 95.3396, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0500, loss: 0.9915 2024-03-13 18:29:18,592 - mmdet - INFO - Epoch [36][100/7330] lr: 1.342e-07, eta: 2:53:34, time: 1.425, data_time: 0.167, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1348, s0.acc: 95.0869, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2150, s1.loss_cls: 0.0616, s1.acc: 95.4055, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1062, s2.loss_cls: 0.0309, s2.acc: 95.2934, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0500, loss: 1.0151 2024-03-13 18:30:33,891 - mmdet - INFO - Epoch [36][150/7330] lr: 1.342e-07, eta: 2:52:22, time: 1.506, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1346, s0.acc: 94.9956, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2092, s1.loss_cls: 0.0611, s1.acc: 95.4108, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1043, s2.loss_cls: 0.0303, s2.acc: 95.3278, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0497, loss: 0.9886 2024-03-13 18:31:50,421 - mmdet - INFO - Epoch [36][200/7330] lr: 1.342e-07, eta: 2:51:10, time: 1.530, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1300, s0.acc: 95.2097, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2088, s1.loss_cls: 0.0591, s1.acc: 95.5913, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1034, s2.loss_cls: 0.0297, s2.acc: 95.4558, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0489, loss: 0.9663 2024-03-13 18:33:04,399 - mmdet - INFO - Epoch [36][250/7330] lr: 1.342e-07, eta: 2:49:58, time: 1.480, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1357, s0.acc: 95.1101, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2155, s1.loss_cls: 0.0619, s1.acc: 95.4386, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1067, s2.loss_cls: 0.0312, s2.acc: 95.2498, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0502, loss: 1.0021 2024-03-13 18:34:13,872 - mmdet - INFO - Epoch [36][300/7330] lr: 1.342e-07, eta: 2:48:46, time: 1.389, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1328, s0.acc: 95.2039, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2127, s1.loss_cls: 0.0599, s1.acc: 95.5712, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1056, s2.loss_cls: 0.0301, s2.acc: 95.4311, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0498, loss: 0.9907 2024-03-13 18:35:28,051 - mmdet - INFO - Epoch [36][350/7330] lr: 1.342e-07, eta: 2:47:34, time: 1.484, data_time: 0.165, memory: 17966, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1315, s0.acc: 95.2161, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2115, s1.loss_cls: 0.0595, s1.acc: 95.5841, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1052, s2.loss_cls: 0.0299, s2.acc: 95.4279, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0500, loss: 0.9810 2024-03-13 18:36:45,175 - mmdet - INFO - Epoch [36][400/7330] lr: 1.342e-07, eta: 2:46:22, time: 1.542, data_time: 0.253, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1350, s0.acc: 95.0913, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2151, s1.loss_cls: 0.0617, s1.acc: 95.4187, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1071, s2.loss_cls: 0.0309, s2.acc: 95.2412, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0506, loss: 1.0017 2024-03-13 18:37:58,378 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 18:37:58,379 - mmdet - INFO - Epoch [36][450/7330] lr: 1.342e-07, eta: 2:45:10, time: 1.464, data_time: 0.170, memory: 17966, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1259, s0.acc: 95.3579, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2079, s1.loss_cls: 0.0580, s1.acc: 95.6428, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1033, s2.loss_cls: 0.0299, s2.acc: 95.3312, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0487, loss: 0.9536 2024-03-13 18:39:13,663 - mmdet - INFO - Epoch [36][500/7330] lr: 1.342e-07, eta: 2:43:58, time: 1.506, data_time: 0.118, memory: 17966, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1297, s0.acc: 95.2639, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2107, s1.loss_cls: 0.0596, s1.acc: 95.5365, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1049, s2.loss_cls: 0.0300, s2.acc: 95.3755, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0497, loss: 0.9788 2024-03-13 18:40:25,817 - mmdet - INFO - Epoch [36][550/7330] lr: 1.342e-07, eta: 2:42:46, time: 1.443, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1311, s0.acc: 95.2310, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2098, s1.loss_cls: 0.0595, s1.acc: 95.6311, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1038, s2.loss_cls: 0.0294, s2.acc: 95.5744, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0491, loss: 0.9731 2024-03-13 18:41:35,979 - mmdet - INFO - Epoch [36][600/7330] lr: 1.342e-07, eta: 2:41:34, time: 1.403, data_time: 0.151, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1337, s0.acc: 95.0315, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2158, s1.loss_cls: 0.0612, s1.acc: 95.3987, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1071, s2.loss_cls: 0.0308, s2.acc: 95.2669, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0505, loss: 1.0027 2024-03-13 18:42:44,146 - mmdet - INFO - Epoch [36][650/7330] lr: 1.342e-07, eta: 2:40:22, time: 1.363, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1330, s0.acc: 95.0898, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2164, s1.loss_cls: 0.0609, s1.acc: 95.4268, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1069, s2.loss_cls: 0.0305, s2.acc: 95.2871, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0502, loss: 1.0044 2024-03-13 18:43:58,319 - mmdet - INFO - Epoch [36][700/7330] lr: 1.342e-07, eta: 2:39:10, time: 1.483, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1333, s0.acc: 95.1785, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2146, s1.loss_cls: 0.0596, s1.acc: 95.6501, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1077, s2.loss_cls: 0.0301, s2.acc: 95.5642, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0510, loss: 0.9964 2024-03-13 18:45:07,471 - mmdet - INFO - Epoch [36][750/7330] lr: 1.342e-07, eta: 2:37:58, time: 1.383, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1351, s0.acc: 95.0461, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2143, s1.loss_cls: 0.0617, s1.acc: 95.3923, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1065, s2.loss_cls: 0.0303, s2.acc: 95.3103, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0503, loss: 1.0029 2024-03-13 18:46:16,474 - mmdet - INFO - Epoch [36][800/7330] lr: 1.342e-07, eta: 2:36:46, time: 1.380, data_time: 0.202, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1297, s0.acc: 95.2366, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2150, s1.loss_cls: 0.0595, s1.acc: 95.5070, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1065, s2.loss_cls: 0.0302, s2.acc: 95.3104, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0505, loss: 0.9846 2024-03-13 18:47:25,119 - mmdet - INFO - Epoch [36][850/7330] lr: 1.342e-07, eta: 2:35:34, time: 1.373, data_time: 0.161, memory: 17966, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1291, s0.acc: 95.3350, s0.loss_bbox: 0.2005, s0.loss_mask: 0.2149, s1.loss_cls: 0.0596, s1.acc: 95.5932, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1060, s2.loss_cls: 0.0300, s2.acc: 95.4069, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0498, loss: 0.9685 2024-03-13 18:48:37,880 - mmdet - INFO - Epoch [36][900/7330] lr: 1.342e-07, eta: 2:34:22, time: 1.455, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1261, s0.acc: 95.4092, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2089, s1.loss_cls: 0.0575, s1.acc: 95.6941, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1048, s2.loss_cls: 0.0288, s2.acc: 95.6266, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0494, loss: 0.9613 2024-03-13 18:49:51,974 - mmdet - INFO - Epoch [36][950/7330] lr: 1.342e-07, eta: 2:33:10, time: 1.482, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1341, s0.acc: 95.1030, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2095, s1.loss_cls: 0.0620, s1.acc: 95.3752, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1037, s2.loss_cls: 0.0306, s2.acc: 95.3014, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0486, loss: 0.9768 2024-03-13 18:51:08,150 - mmdet - INFO - Epoch [36][1000/7330] lr: 1.342e-07, eta: 2:31:58, time: 1.523, data_time: 0.162, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1305, s0.acc: 95.1619, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2123, s1.loss_cls: 0.0590, s1.acc: 95.5730, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1051, s2.loss_cls: 0.0297, s2.acc: 95.3035, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0498, loss: 0.9965 2024-03-13 18:52:16,079 - mmdet - INFO - Epoch [36][1050/7330] lr: 1.342e-07, eta: 2:30:46, time: 1.359, data_time: 0.120, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1322, s0.acc: 95.1108, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2125, s1.loss_cls: 0.0608, s1.acc: 95.4018, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1056, s2.loss_cls: 0.0302, s2.acc: 95.3204, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0498, loss: 0.9982 2024-03-13 18:53:25,150 - mmdet - INFO - Epoch [36][1100/7330] lr: 1.342e-07, eta: 2:29:34, time: 1.381, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1374, s0.acc: 95.0510, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2098, s1.loss_cls: 0.0630, s1.acc: 95.4277, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1037, s2.loss_cls: 0.0314, s2.acc: 95.3176, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0490, loss: 0.9969 2024-03-13 18:54:39,630 - mmdet - INFO - Epoch [36][1150/7330] lr: 1.342e-07, eta: 2:28:22, time: 1.489, data_time: 0.196, memory: 17966, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1335, s0.acc: 95.0701, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2086, s1.loss_cls: 0.0617, s1.acc: 95.3262, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1036, s2.loss_cls: 0.0306, s2.acc: 95.2849, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0486, loss: 0.9740 2024-03-13 18:55:51,087 - mmdet - INFO - Epoch [36][1200/7330] lr: 1.342e-07, eta: 2:27:10, time: 1.429, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1298, s0.acc: 95.2332, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2093, s1.loss_cls: 0.0588, s1.acc: 95.6180, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1047, s2.loss_cls: 0.0296, s2.acc: 95.4750, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0494, loss: 0.9773 2024-03-13 18:57:04,868 - mmdet - INFO - Epoch [36][1250/7330] lr: 1.342e-07, eta: 2:25:58, time: 1.476, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1399, s0.acc: 94.9082, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2100, s1.loss_cls: 0.0646, s1.acc: 95.1956, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1049, s2.loss_cls: 0.0318, s2.acc: 95.2290, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0496, loss: 1.0031 2024-03-13 18:58:18,228 - mmdet - INFO - Epoch [36][1300/7330] lr: 1.342e-07, eta: 2:24:46, time: 1.467, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1306, s0.acc: 95.3040, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2124, s1.loss_cls: 0.0588, s1.acc: 95.6861, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1060, s2.loss_cls: 0.0290, s2.acc: 95.6313, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0500, loss: 0.9770 2024-03-13 18:59:30,678 - mmdet - INFO - Epoch [36][1350/7330] lr: 1.342e-07, eta: 2:23:34, time: 1.449, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1333, s0.acc: 95.0391, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2144, s1.loss_cls: 0.0610, s1.acc: 95.3779, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1068, s2.loss_cls: 0.0306, s2.acc: 95.3444, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0504, loss: 1.0004 2024-03-13 19:00:44,737 - mmdet - INFO - Epoch [36][1400/7330] lr: 1.342e-07, eta: 2:22:22, time: 1.481, data_time: 0.169, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1296, s0.acc: 95.2788, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2057, s1.loss_cls: 0.0590, s1.acc: 95.6456, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1030, s2.loss_cls: 0.0295, s2.acc: 95.4712, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0491, loss: 0.9606 2024-03-13 19:01:51,148 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 19:01:51,149 - mmdet - INFO - Epoch [36][1450/7330] lr: 1.342e-07, eta: 2:21:10, time: 1.328, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1253, s0.acc: 95.3147, s0.loss_bbox: 0.1984, s0.loss_mask: 0.2061, s1.loss_cls: 0.0566, s1.acc: 95.6824, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1027, s2.loss_cls: 0.0281, s2.acc: 95.6467, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0487, loss: 0.9456 2024-03-13 19:03:04,717 - mmdet - INFO - Epoch [36][1500/7330] lr: 1.342e-07, eta: 2:19:58, time: 1.471, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1252, s0.acc: 95.3916, s0.loss_bbox: 0.2010, s0.loss_mask: 0.2091, s1.loss_cls: 0.0578, s1.acc: 95.7230, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1046, s2.loss_cls: 0.0286, s2.acc: 95.6325, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0494, loss: 0.9571 2024-03-13 19:04:21,278 - mmdet - INFO - Epoch [36][1550/7330] lr: 1.342e-07, eta: 2:18:46, time: 1.531, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1296, s0.acc: 95.2092, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2135, s1.loss_cls: 0.0595, s1.acc: 95.4615, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1060, s2.loss_cls: 0.0298, s2.acc: 95.3473, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0500, loss: 0.9948 2024-03-13 19:05:36,874 - mmdet - INFO - Epoch [36][1600/7330] lr: 1.342e-07, eta: 2:17:34, time: 1.512, data_time: 0.184, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1193, s0.acc: 95.5469, s0.loss_bbox: 0.1998, s0.loss_mask: 0.2035, s1.loss_cls: 0.0544, s1.acc: 95.8986, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1014, s2.loss_cls: 0.0276, s2.acc: 95.7193, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0479, loss: 0.9344 2024-03-13 19:06:50,740 - mmdet - INFO - Epoch [36][1650/7330] lr: 1.342e-07, eta: 2:16:22, time: 1.477, data_time: 0.210, memory: 17966, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1349, s0.acc: 95.0886, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2088, s1.loss_cls: 0.0619, s1.acc: 95.3546, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1035, s2.loss_cls: 0.0304, s2.acc: 95.3450, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0489, loss: 0.9818 2024-03-13 19:08:04,998 - mmdet - INFO - Epoch [36][1700/7330] lr: 1.342e-07, eta: 2:15:10, time: 1.485, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1296, s0.acc: 95.2407, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2121, s1.loss_cls: 0.0584, s1.acc: 95.5830, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1055, s2.loss_cls: 0.0296, s2.acc: 95.4284, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0496, loss: 0.9744 2024-03-13 19:09:18,248 - mmdet - INFO - Epoch [36][1750/7330] lr: 1.342e-07, eta: 2:13:58, time: 1.465, data_time: 0.197, memory: 17966, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1349, s0.acc: 95.0276, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2110, s1.loss_cls: 0.0597, s1.acc: 95.5581, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1052, s2.loss_cls: 0.0302, s2.acc: 95.3806, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0494, loss: 0.9969 2024-03-13 19:10:26,533 - mmdet - INFO - Epoch [36][1800/7330] lr: 1.342e-07, eta: 2:12:46, time: 1.366, data_time: 0.135, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1343, s0.acc: 95.0483, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2174, s1.loss_cls: 0.0609, s1.acc: 95.3824, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1065, s2.loss_cls: 0.0300, s2.acc: 95.3622, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0503, loss: 1.0062 2024-03-13 19:11:39,755 - mmdet - INFO - Epoch [36][1850/7330] lr: 1.342e-07, eta: 2:11:34, time: 1.464, data_time: 0.164, memory: 17966, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1342, s0.acc: 95.0452, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2194, s1.loss_cls: 0.0614, s1.acc: 95.4115, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1082, s2.loss_cls: 0.0306, s2.acc: 95.2721, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0507, loss: 1.0079 2024-03-13 19:12:53,829 - mmdet - INFO - Epoch [36][1900/7330] lr: 1.342e-07, eta: 2:10:22, time: 1.481, data_time: 0.192, memory: 17966, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1344, s0.acc: 95.1125, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2094, s1.loss_cls: 0.0610, s1.acc: 95.4798, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1051, s2.loss_cls: 0.0301, s2.acc: 95.5651, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0499, loss: 0.9841 2024-03-13 19:14:06,359 - mmdet - INFO - Epoch [36][1950/7330] lr: 1.342e-07, eta: 2:09:10, time: 1.451, data_time: 0.231, memory: 17966, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1377, s0.acc: 94.8838, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2165, s1.loss_cls: 0.0641, s1.acc: 95.1923, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1055, s2.loss_cls: 0.0320, s2.acc: 95.1458, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0494, loss: 1.0225 2024-03-13 19:15:18,257 - mmdet - INFO - Epoch [36][2000/7330] lr: 1.342e-07, eta: 2:07:58, time: 1.438, data_time: 0.118, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1389, s0.acc: 94.9871, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2161, s1.loss_cls: 0.0632, s1.acc: 95.3574, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1062, s2.loss_cls: 0.0317, s2.acc: 95.1012, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0501, loss: 1.0156 2024-03-13 19:16:32,046 - mmdet - INFO - Epoch [36][2050/7330] lr: 1.342e-07, eta: 2:06:46, time: 1.476, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1311, s0.acc: 95.1882, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2081, s1.loss_cls: 0.0609, s1.acc: 95.4508, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1038, s2.loss_cls: 0.0304, s2.acc: 95.3553, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0488, loss: 0.9818 2024-03-13 19:17:45,058 - mmdet - INFO - Epoch [36][2100/7330] lr: 1.342e-07, eta: 2:05:34, time: 1.460, data_time: 0.113, memory: 17966, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1301, s0.acc: 95.1379, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2127, s1.loss_cls: 0.0592, s1.acc: 95.4797, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1046, s2.loss_cls: 0.0298, s2.acc: 95.3471, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0495, loss: 0.9811 2024-03-13 19:18:57,859 - mmdet - INFO - Epoch [36][2150/7330] lr: 1.342e-07, eta: 2:04:22, time: 1.456, data_time: 0.150, memory: 17966, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1289, s0.acc: 95.3608, s0.loss_bbox: 0.2019, s0.loss_mask: 0.2017, s1.loss_cls: 0.0591, s1.acc: 95.7045, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1012, s2.loss_cls: 0.0297, s2.acc: 95.5142, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0482, loss: 0.9534 2024-03-13 19:20:09,263 - mmdet - INFO - Epoch [36][2200/7330] lr: 1.342e-07, eta: 2:03:10, time: 1.428, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1284, s0.acc: 95.2397, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2116, s1.loss_cls: 0.0583, s1.acc: 95.6679, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1049, s2.loss_cls: 0.0288, s2.acc: 95.5474, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0497, loss: 0.9699 2024-03-13 19:21:24,082 - mmdet - INFO - Epoch [36][2250/7330] lr: 1.342e-07, eta: 2:01:58, time: 1.496, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1289, s0.acc: 95.2463, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2093, s1.loss_cls: 0.0586, s1.acc: 95.5484, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1044, s2.loss_cls: 0.0290, s2.acc: 95.5398, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0496, loss: 0.9763 2024-03-13 19:22:39,015 - mmdet - INFO - Epoch [36][2300/7330] lr: 1.342e-07, eta: 2:00:46, time: 1.499, data_time: 0.212, memory: 17966, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1341, s0.acc: 95.0879, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2110, s1.loss_cls: 0.0618, s1.acc: 95.3407, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1041, s2.loss_cls: 0.0306, s2.acc: 95.3252, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0493, loss: 0.9938 2024-03-13 19:23:53,304 - mmdet - INFO - Epoch [36][2350/7330] lr: 1.342e-07, eta: 1:59:34, time: 1.486, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1308, s0.acc: 95.2390, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2124, s1.loss_cls: 0.0599, s1.acc: 95.6217, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1059, s2.loss_cls: 0.0299, s2.acc: 95.4050, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0498, loss: 0.9903 2024-03-13 19:25:10,297 - mmdet - INFO - Epoch [36][2400/7330] lr: 1.342e-07, eta: 1:58:22, time: 1.540, data_time: 0.179, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1300, s0.acc: 95.3069, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2106, s1.loss_cls: 0.0597, s1.acc: 95.6240, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1048, s2.loss_cls: 0.0302, s2.acc: 95.4016, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0494, loss: 0.9793 2024-03-13 19:26:22,986 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 19:26:22,986 - mmdet - INFO - Epoch [36][2450/7330] lr: 1.342e-07, eta: 1:57:10, time: 1.454, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1337, s0.acc: 95.1536, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2163, s1.loss_cls: 0.0620, s1.acc: 95.3708, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1056, s2.loss_cls: 0.0307, s2.acc: 95.3198, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0498, loss: 0.9944 2024-03-13 19:27:31,291 - mmdet - INFO - Epoch [36][2500/7330] lr: 1.342e-07, eta: 1:55:58, time: 1.366, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1267, s0.acc: 95.4031, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2075, s1.loss_cls: 0.0580, s1.acc: 95.6663, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1035, s2.loss_cls: 0.0292, s2.acc: 95.4265, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0490, loss: 0.9519 2024-03-13 19:28:43,946 - mmdet - INFO - Epoch [36][2550/7330] lr: 1.342e-07, eta: 1:54:46, time: 1.453, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1325, s0.acc: 95.1748, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2144, s1.loss_cls: 0.0608, s1.acc: 95.5021, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1069, s2.loss_cls: 0.0303, s2.acc: 95.4101, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0504, loss: 0.9911 2024-03-13 19:29:54,801 - mmdet - INFO - Epoch [36][2600/7330] lr: 1.342e-07, eta: 1:53:33, time: 1.417, data_time: 0.160, memory: 17966, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1307, s0.acc: 95.2766, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2044, s1.loss_cls: 0.0598, s1.acc: 95.6154, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1015, s2.loss_cls: 0.0297, s2.acc: 95.5036, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0476, loss: 0.9609 2024-03-13 19:31:08,280 - mmdet - INFO - Epoch [36][2650/7330] lr: 1.342e-07, eta: 1:52:21, time: 1.470, data_time: 0.180, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1269, s0.acc: 95.3159, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2126, s1.loss_cls: 0.0584, s1.acc: 95.5952, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1060, s2.loss_cls: 0.0292, s2.acc: 95.5106, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0498, loss: 0.9716 2024-03-13 19:32:14,466 - mmdet - INFO - Epoch [36][2700/7330] lr: 1.342e-07, eta: 1:51:09, time: 1.324, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1333, s0.acc: 95.0913, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2137, s1.loss_cls: 0.0609, s1.acc: 95.4553, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1055, s2.loss_cls: 0.0302, s2.acc: 95.3962, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0496, loss: 0.9880 2024-03-13 19:33:27,389 - mmdet - INFO - Epoch [36][2750/7330] lr: 1.342e-07, eta: 1:49:57, time: 1.458, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1317, s0.acc: 95.1643, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2114, s1.loss_cls: 0.0610, s1.acc: 95.4305, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1060, s2.loss_cls: 0.0304, s2.acc: 95.2965, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0502, loss: 0.9942 2024-03-13 19:34:39,610 - mmdet - INFO - Epoch [36][2800/7330] lr: 1.342e-07, eta: 1:48:45, time: 1.444, data_time: 0.128, memory: 17966, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1295, s0.acc: 95.1982, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2094, s1.loss_cls: 0.0593, s1.acc: 95.5320, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1040, s2.loss_cls: 0.0296, s2.acc: 95.4514, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0490, loss: 0.9758 2024-03-13 19:35:56,197 - mmdet - INFO - Epoch [36][2850/7330] lr: 1.342e-07, eta: 1:47:33, time: 1.532, data_time: 0.204, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1324, s0.acc: 95.0857, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2137, s1.loss_cls: 0.0608, s1.acc: 95.4506, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1051, s2.loss_cls: 0.0304, s2.acc: 95.3660, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0492, loss: 1.0028 2024-03-13 19:37:08,871 - mmdet - INFO - Epoch [36][2900/7330] lr: 1.342e-07, eta: 1:46:21, time: 1.453, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1332, s0.acc: 95.1208, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2071, s1.loss_cls: 0.0607, s1.acc: 95.4207, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1035, s2.loss_cls: 0.0305, s2.acc: 95.3227, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0488, loss: 0.9737 2024-03-13 19:38:22,616 - mmdet - INFO - Epoch [36][2950/7330] lr: 1.342e-07, eta: 1:45:09, time: 1.475, data_time: 0.198, memory: 17966, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1273, s0.acc: 95.4116, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2087, s1.loss_cls: 0.0577, s1.acc: 95.7841, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1036, s2.loss_cls: 0.0291, s2.acc: 95.5558, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0490, loss: 0.9599 2024-03-13 19:39:36,558 - mmdet - INFO - Epoch [36][3000/7330] lr: 1.342e-07, eta: 1:43:57, time: 1.479, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1264, s0.acc: 95.3811, s0.loss_bbox: 0.2014, s0.loss_mask: 0.2115, s1.loss_cls: 0.0573, s1.acc: 95.7050, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1052, s2.loss_cls: 0.0289, s2.acc: 95.5838, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0494, loss: 0.9583 2024-03-13 19:40:44,253 - mmdet - INFO - Epoch [36][3050/7330] lr: 1.342e-07, eta: 1:42:45, time: 1.354, data_time: 0.125, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1307, s0.acc: 95.2305, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2063, s1.loss_cls: 0.0592, s1.acc: 95.5342, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1023, s2.loss_cls: 0.0296, s2.acc: 95.4874, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0487, loss: 0.9671 2024-03-13 19:41:58,047 - mmdet - INFO - Epoch [36][3100/7330] lr: 1.342e-07, eta: 1:41:33, time: 1.476, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1316, s0.acc: 95.1760, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2085, s1.loss_cls: 0.0600, s1.acc: 95.5415, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1036, s2.loss_cls: 0.0301, s2.acc: 95.4232, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0488, loss: 0.9785 2024-03-13 19:43:11,102 - mmdet - INFO - Epoch [36][3150/7330] lr: 1.342e-07, eta: 1:40:21, time: 1.461, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1329, s0.acc: 95.0620, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2055, s1.loss_cls: 0.0607, s1.acc: 95.4034, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1032, s2.loss_cls: 0.0305, s2.acc: 95.2962, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0490, loss: 0.9790 2024-03-13 19:44:21,541 - mmdet - INFO - Epoch [36][3200/7330] lr: 1.342e-07, eta: 1:39:09, time: 1.409, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1328, s0.acc: 95.0901, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2108, s1.loss_cls: 0.0610, s1.acc: 95.3807, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1052, s2.loss_cls: 0.0300, s2.acc: 95.3519, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0493, loss: 0.9880 2024-03-13 19:45:35,628 - mmdet - INFO - Epoch [36][3250/7330] lr: 1.342e-07, eta: 1:37:57, time: 1.481, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1264, s0.acc: 95.4307, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2080, s1.loss_cls: 0.0574, s1.acc: 95.7368, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1040, s2.loss_cls: 0.0285, s2.acc: 95.6460, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0493, loss: 0.9596 2024-03-13 19:46:45,883 - mmdet - INFO - Epoch [36][3300/7330] lr: 1.342e-07, eta: 1:36:45, time: 1.405, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1286, s0.acc: 95.2034, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2108, s1.loss_cls: 0.0598, s1.acc: 95.4090, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1041, s2.loss_cls: 0.0301, s2.acc: 95.3518, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0491, loss: 0.9750 2024-03-13 19:47:54,693 - mmdet - INFO - Epoch [36][3350/7330] lr: 1.342e-07, eta: 1:35:33, time: 1.376, data_time: 0.177, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1365, s0.acc: 94.9668, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2140, s1.loss_cls: 0.0626, s1.acc: 95.2864, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1061, s2.loss_cls: 0.0319, s2.acc: 95.1298, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0500, loss: 1.0122 2024-03-13 19:49:09,745 - mmdet - INFO - Epoch [36][3400/7330] lr: 1.342e-07, eta: 1:34:21, time: 1.501, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1297, s0.acc: 95.2725, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2079, s1.loss_cls: 0.0579, s1.acc: 95.7217, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1038, s2.loss_cls: 0.0288, s2.acc: 95.6306, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0492, loss: 0.9713 2024-03-13 19:50:21,129 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 19:50:21,130 - mmdet - INFO - Epoch [36][3450/7330] lr: 1.342e-07, eta: 1:33:09, time: 1.428, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1365, s0.acc: 95.0334, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2154, s1.loss_cls: 0.0609, s1.acc: 95.4469, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1060, s2.loss_cls: 0.0308, s2.acc: 95.2323, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0500, loss: 1.0176 2024-03-13 19:51:29,305 - mmdet - INFO - Epoch [36][3500/7330] lr: 1.342e-07, eta: 1:31:57, time: 1.363, data_time: 0.174, memory: 17966, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1228, s0.acc: 95.5000, s0.loss_bbox: 0.1945, s0.loss_mask: 0.2078, s1.loss_cls: 0.0566, s1.acc: 95.7157, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1036, s2.loss_cls: 0.0287, s2.acc: 95.5561, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0489, loss: 0.9376 2024-03-13 19:52:42,747 - mmdet - INFO - Epoch [36][3550/7330] lr: 1.342e-07, eta: 1:30:45, time: 1.469, data_time: 0.131, memory: 17966, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1337, s0.acc: 95.1414, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2086, s1.loss_cls: 0.0617, s1.acc: 95.4721, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1041, s2.loss_cls: 0.0306, s2.acc: 95.3252, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0489, loss: 0.9868 2024-03-13 19:53:52,632 - mmdet - INFO - Epoch [36][3600/7330] lr: 1.342e-07, eta: 1:29:33, time: 1.398, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1291, s0.acc: 95.2546, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2107, s1.loss_cls: 0.0588, s1.acc: 95.5836, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1043, s2.loss_cls: 0.0297, s2.acc: 95.4365, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0492, loss: 0.9715 2024-03-13 19:55:04,972 - mmdet - INFO - Epoch [36][3650/7330] lr: 1.342e-07, eta: 1:28:21, time: 1.447, data_time: 0.138, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1308, s0.acc: 95.2458, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2131, s1.loss_cls: 0.0591, s1.acc: 95.6224, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1049, s2.loss_cls: 0.0298, s2.acc: 95.5225, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0496, loss: 0.9838 2024-03-13 19:56:14,414 - mmdet - INFO - Epoch [36][3700/7330] lr: 1.342e-07, eta: 1:27:09, time: 1.389, data_time: 0.134, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1355, s0.acc: 94.9819, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2122, s1.loss_cls: 0.0622, s1.acc: 95.3481, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1043, s2.loss_cls: 0.0308, s2.acc: 95.2879, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0496, loss: 0.9889 2024-03-13 19:57:27,833 - mmdet - INFO - Epoch [36][3750/7330] lr: 1.342e-07, eta: 1:25:57, time: 1.468, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1368, s0.acc: 94.9368, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2160, s1.loss_cls: 0.0627, s1.acc: 95.3007, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1079, s2.loss_cls: 0.0309, s2.acc: 95.3044, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0512, loss: 1.0170 2024-03-13 19:58:44,216 - mmdet - INFO - Epoch [36][3800/7330] lr: 1.342e-07, eta: 1:24:45, time: 1.528, data_time: 0.193, memory: 17966, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1322, s0.acc: 95.1025, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2168, s1.loss_cls: 0.0608, s1.acc: 95.4037, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1074, s2.loss_cls: 0.0308, s2.acc: 95.2482, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0504, loss: 0.9966 2024-03-13 19:59:55,803 - mmdet - INFO - Epoch [36][3850/7330] lr: 1.342e-07, eta: 1:23:33, time: 1.432, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1288, s0.acc: 95.1985, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2068, s1.loss_cls: 0.0599, s1.acc: 95.4595, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1032, s2.loss_cls: 0.0301, s2.acc: 95.2834, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0488, loss: 0.9663 2024-03-13 20:01:06,241 - mmdet - INFO - Epoch [36][3900/7330] lr: 1.342e-07, eta: 1:22:21, time: 1.409, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1303, s0.acc: 95.2659, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2079, s1.loss_cls: 0.0590, s1.acc: 95.6595, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1036, s2.loss_cls: 0.0295, s2.acc: 95.5658, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0491, loss: 0.9704 2024-03-13 20:02:13,561 - mmdet - INFO - Epoch [36][3950/7330] lr: 1.342e-07, eta: 1:21:09, time: 1.346, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1243, s0.acc: 95.4185, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2114, s1.loss_cls: 0.0570, s1.acc: 95.7557, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1053, s2.loss_cls: 0.0284, s2.acc: 95.6360, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0498, loss: 0.9686 2024-03-13 20:03:25,291 - mmdet - INFO - Epoch [36][4000/7330] lr: 1.342e-07, eta: 1:19:57, time: 1.435, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1262, s0.acc: 95.3735, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2129, s1.loss_cls: 0.0580, s1.acc: 95.6480, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1049, s2.loss_cls: 0.0291, s2.acc: 95.4743, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0492, loss: 0.9714 2024-03-13 20:04:38,199 - mmdet - INFO - Epoch [36][4050/7330] lr: 1.342e-07, eta: 1:18:45, time: 1.458, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1368, s0.acc: 94.9858, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2133, s1.loss_cls: 0.0620, s1.acc: 95.3663, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1053, s2.loss_cls: 0.0307, s2.acc: 95.3199, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0495, loss: 1.0075 2024-03-13 20:05:53,132 - mmdet - INFO - Epoch [36][4100/7330] lr: 1.342e-07, eta: 1:17:33, time: 1.499, data_time: 0.129, memory: 17966, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1338, s0.acc: 95.0603, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2150, s1.loss_cls: 0.0610, s1.acc: 95.3172, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1062, s2.loss_cls: 0.0304, s2.acc: 95.3196, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0499, loss: 0.9943 2024-03-13 20:07:04,256 - mmdet - INFO - Epoch [36][4150/7330] lr: 1.342e-07, eta: 1:16:21, time: 1.423, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1294, s0.acc: 95.2732, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2119, s1.loss_cls: 0.0596, s1.acc: 95.5785, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1050, s2.loss_cls: 0.0296, s2.acc: 95.4446, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0496, loss: 0.9682 2024-03-13 20:08:17,319 - mmdet - INFO - Epoch [36][4200/7330] lr: 1.342e-07, eta: 1:15:09, time: 1.461, data_time: 0.126, memory: 17966, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1264, s0.acc: 95.2891, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2113, s1.loss_cls: 0.0579, s1.acc: 95.6120, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1043, s2.loss_cls: 0.0289, s2.acc: 95.4938, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0491, loss: 0.9667 2024-03-13 20:09:28,694 - mmdet - INFO - Epoch [36][4250/7330] lr: 1.342e-07, eta: 1:13:56, time: 1.428, data_time: 0.223, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1344, s0.acc: 95.0288, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2134, s1.loss_cls: 0.0613, s1.acc: 95.4189, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1059, s2.loss_cls: 0.0307, s2.acc: 95.3071, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0501, loss: 0.9987 2024-03-13 20:10:44,997 - mmdet - INFO - Epoch [36][4300/7330] lr: 1.342e-07, eta: 1:12:45, time: 1.526, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1354, s0.acc: 95.1021, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2110, s1.loss_cls: 0.0614, s1.acc: 95.4859, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1052, s2.loss_cls: 0.0304, s2.acc: 95.3536, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0496, loss: 0.9997 2024-03-13 20:11:59,461 - mmdet - INFO - Epoch [36][4350/7330] lr: 1.342e-07, eta: 1:11:33, time: 1.489, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1264, s0.acc: 95.3022, s0.loss_bbox: 0.1980, s0.loss_mask: 0.2086, s1.loss_cls: 0.0590, s1.acc: 95.5384, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1043, s2.loss_cls: 0.0292, s2.acc: 95.4989, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0491, loss: 0.9526 2024-03-13 20:13:09,371 - mmdet - INFO - Epoch [36][4400/7330] lr: 1.342e-07, eta: 1:10:20, time: 1.398, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1290, s0.acc: 95.2305, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2076, s1.loss_cls: 0.0592, s1.acc: 95.5896, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1033, s2.loss_cls: 0.0295, s2.acc: 95.4455, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0488, loss: 0.9623 2024-03-13 20:14:22,270 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 20:14:22,270 - mmdet - INFO - Epoch [36][4450/7330] lr: 1.342e-07, eta: 1:09:08, time: 1.458, data_time: 0.168, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1309, s0.acc: 95.1880, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2158, s1.loss_cls: 0.0598, s1.acc: 95.5413, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1059, s2.loss_cls: 0.0303, s2.acc: 95.4559, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0494, loss: 0.9830 2024-03-13 20:15:34,001 - mmdet - INFO - Epoch [36][4500/7330] lr: 1.342e-07, eta: 1:07:56, time: 1.435, data_time: 0.127, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1294, s0.acc: 95.2603, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2165, s1.loss_cls: 0.0598, s1.acc: 95.5512, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1068, s2.loss_cls: 0.0297, s2.acc: 95.4933, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0505, loss: 0.9872 2024-03-13 20:16:47,834 - mmdet - INFO - Epoch [36][4550/7330] lr: 1.342e-07, eta: 1:06:44, time: 1.477, data_time: 0.176, memory: 17966, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1266, s0.acc: 95.4080, s0.loss_bbox: 0.1965, s0.loss_mask: 0.2099, s1.loss_cls: 0.0576, s1.acc: 95.6283, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1038, s2.loss_cls: 0.0285, s2.acc: 95.6125, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0490, loss: 0.9465 2024-03-13 20:18:00,020 - mmdet - INFO - Epoch [36][4600/7330] lr: 1.342e-07, eta: 1:05:32, time: 1.444, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1358, s0.acc: 94.9685, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2181, s1.loss_cls: 0.0621, s1.acc: 95.3151, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1078, s2.loss_cls: 0.0309, s2.acc: 95.2485, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0508, loss: 1.0133 2024-03-13 20:19:10,398 - mmdet - INFO - Epoch [36][4650/7330] lr: 1.342e-07, eta: 1:04:20, time: 1.408, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1243, s0.acc: 95.4321, s0.loss_bbox: 0.1968, s0.loss_mask: 0.2089, s1.loss_cls: 0.0571, s1.acc: 95.7526, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1031, s2.loss_cls: 0.0282, s2.acc: 95.7362, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0485, loss: 0.9437 2024-03-13 20:20:22,400 - mmdet - INFO - Epoch [36][4700/7330] lr: 1.342e-07, eta: 1:03:08, time: 1.440, data_time: 0.121, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1256, s0.acc: 95.3481, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2113, s1.loss_cls: 0.0571, s1.acc: 95.6856, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1055, s2.loss_cls: 0.0285, s2.acc: 95.6556, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0499, loss: 0.9647 2024-03-13 20:21:37,039 - mmdet - INFO - Epoch [36][4750/7330] lr: 1.342e-07, eta: 1:01:56, time: 1.493, data_time: 0.194, memory: 17966, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1375, s0.acc: 94.9739, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2181, s1.loss_cls: 0.0626, s1.acc: 95.3342, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1060, s2.loss_cls: 0.0317, s2.acc: 95.1424, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0499, loss: 1.0156 2024-03-13 20:22:51,630 - mmdet - INFO - Epoch [36][4800/7330] lr: 1.342e-07, eta: 1:00:44, time: 1.492, data_time: 0.171, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1302, s0.acc: 95.2488, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2035, s1.loss_cls: 0.0593, s1.acc: 95.6603, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1012, s2.loss_cls: 0.0293, s2.acc: 95.5391, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0476, loss: 0.9592 2024-03-13 20:24:07,372 - mmdet - INFO - Epoch [36][4850/7330] lr: 1.342e-07, eta: 0:59:32, time: 1.515, data_time: 0.181, memory: 17966, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1292, s0.acc: 95.1504, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2152, s1.loss_cls: 0.0589, s1.acc: 95.5192, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1065, s2.loss_cls: 0.0297, s2.acc: 95.3697, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0508, loss: 0.9935 2024-03-13 20:25:23,872 - mmdet - INFO - Epoch [36][4900/7330] lr: 1.342e-07, eta: 0:58:20, time: 1.530, data_time: 0.187, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1263, s0.acc: 95.3418, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2064, s1.loss_cls: 0.0578, s1.acc: 95.6802, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1024, s2.loss_cls: 0.0287, s2.acc: 95.5840, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0483, loss: 0.9620 2024-03-13 20:26:40,263 - mmdet - INFO - Epoch [36][4950/7330] lr: 1.342e-07, eta: 0:57:08, time: 1.528, data_time: 0.188, memory: 17966, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1281, s0.acc: 95.3123, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2108, s1.loss_cls: 0.0586, s1.acc: 95.6071, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1043, s2.loss_cls: 0.0292, s2.acc: 95.5421, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0493, loss: 0.9733 2024-03-13 20:27:53,302 - mmdet - INFO - Epoch [36][5000/7330] lr: 1.342e-07, eta: 0:55:56, time: 1.461, data_time: 0.163, memory: 17966, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1274, s0.acc: 95.2722, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2139, s1.loss_cls: 0.0587, s1.acc: 95.6039, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1054, s2.loss_cls: 0.0289, s2.acc: 95.4717, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0493, loss: 0.9754 2024-03-13 20:29:04,671 - mmdet - INFO - Epoch [36][5050/7330] lr: 1.342e-07, eta: 0:54:44, time: 1.427, data_time: 0.207, memory: 17966, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1366, s0.acc: 94.9900, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2182, s1.loss_cls: 0.0629, s1.acc: 95.2886, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1081, s2.loss_cls: 0.0314, s2.acc: 95.1126, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0510, loss: 1.0204 2024-03-13 20:30:14,660 - mmdet - INFO - Epoch [36][5100/7330] lr: 1.342e-07, eta: 0:53:32, time: 1.400, data_time: 0.140, memory: 17966, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1184, s0.acc: 95.5825, s0.loss_bbox: 0.1930, s0.loss_mask: 0.2051, s1.loss_cls: 0.0544, s1.acc: 95.8268, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1014, s2.loss_cls: 0.0273, s2.acc: 95.7488, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0479, loss: 0.9188 2024-03-13 20:31:26,441 - mmdet - INFO - Epoch [36][5150/7330] lr: 1.342e-07, eta: 0:52:20, time: 1.435, data_time: 0.153, memory: 17966, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1323, s0.acc: 95.1768, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2107, s1.loss_cls: 0.0619, s1.acc: 95.3997, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1046, s2.loss_cls: 0.0308, s2.acc: 95.3206, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0491, loss: 0.9813 2024-03-13 20:32:39,788 - mmdet - INFO - Epoch [36][5200/7330] lr: 1.342e-07, eta: 0:51:08, time: 1.467, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1371, s0.acc: 94.9644, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2138, s1.loss_cls: 0.0625, s1.acc: 95.2411, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1053, s2.loss_cls: 0.0307, s2.acc: 95.2018, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0497, loss: 1.0039 2024-03-13 20:33:51,400 - mmdet - INFO - Epoch [36][5250/7330] lr: 1.342e-07, eta: 0:49:56, time: 1.432, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1327, s0.acc: 95.0723, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2110, s1.loss_cls: 0.0612, s1.acc: 95.3585, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1047, s2.loss_cls: 0.0310, s2.acc: 95.2414, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0495, loss: 0.9873 2024-03-13 20:35:08,370 - mmdet - INFO - Epoch [36][5300/7330] lr: 1.342e-07, eta: 0:48:44, time: 1.539, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1348, s0.acc: 95.0090, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2181, s1.loss_cls: 0.0616, s1.acc: 95.3338, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1069, s2.loss_cls: 0.0309, s2.acc: 95.2530, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0502, loss: 1.0082 2024-03-13 20:36:17,708 - mmdet - INFO - Epoch [36][5350/7330] lr: 1.342e-07, eta: 0:47:32, time: 1.387, data_time: 0.123, memory: 17966, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1318, s0.acc: 95.1880, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2093, s1.loss_cls: 0.0599, s1.acc: 95.5349, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1041, s2.loss_cls: 0.0300, s2.acc: 95.3743, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0491, loss: 0.9698 2024-03-13 20:37:26,366 - mmdet - INFO - Epoch [36][5400/7330] lr: 1.342e-07, eta: 0:46:20, time: 1.373, data_time: 0.133, memory: 17966, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1356, s0.acc: 95.0159, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2098, s1.loss_cls: 0.0632, s1.acc: 95.2767, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1050, s2.loss_cls: 0.0309, s2.acc: 95.3039, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0493, loss: 0.9921 2024-03-13 20:38:38,066 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 20:38:38,067 - mmdet - INFO - Epoch [36][5450/7330] lr: 1.342e-07, eta: 0:45:08, time: 1.434, data_time: 0.149, memory: 17966, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1346, s0.acc: 95.0674, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2146, s1.loss_cls: 0.0616, s1.acc: 95.3766, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1071, s2.loss_cls: 0.0311, s2.acc: 95.1885, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0511, loss: 1.0081 2024-03-13 20:39:47,747 - mmdet - INFO - Epoch [36][5500/7330] lr: 1.342e-07, eta: 0:43:56, time: 1.394, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1247, s0.acc: 95.5059, s0.loss_bbox: 0.1948, s0.loss_mask: 0.2081, s1.loss_cls: 0.0580, s1.acc: 95.6876, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1027, s2.loss_cls: 0.0295, s2.acc: 95.4478, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0484, loss: 0.9443 2024-03-13 20:40:57,480 - mmdet - INFO - Epoch [36][5550/7330] lr: 1.342e-07, eta: 0:42:44, time: 1.395, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1312, s0.acc: 95.1152, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2145, s1.loss_cls: 0.0601, s1.acc: 95.4384, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1060, s2.loss_cls: 0.0304, s2.acc: 95.3074, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0500, loss: 1.0001 2024-03-13 20:42:08,856 - mmdet - INFO - Epoch [36][5600/7330] lr: 1.342e-07, eta: 0:41:32, time: 1.428, data_time: 0.191, memory: 17966, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1407, s0.acc: 94.7795, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2120, s1.loss_cls: 0.0642, s1.acc: 95.1794, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1050, s2.loss_cls: 0.0323, s2.acc: 95.0310, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0493, loss: 1.0164 2024-03-13 20:43:17,053 - mmdet - INFO - Epoch [36][5650/7330] lr: 1.342e-07, eta: 0:40:20, time: 1.364, data_time: 0.157, memory: 17966, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1323, s0.acc: 95.1851, s0.loss_bbox: 0.2042, s0.loss_mask: 0.2098, s1.loss_cls: 0.0608, s1.acc: 95.4522, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1052, s2.loss_cls: 0.0301, s2.acc: 95.4431, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0496, loss: 0.9791 2024-03-13 20:44:26,360 - mmdet - INFO - Epoch [36][5700/7330] lr: 1.342e-07, eta: 0:39:08, time: 1.386, data_time: 0.146, memory: 17966, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1298, s0.acc: 95.2185, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2103, s1.loss_cls: 0.0598, s1.acc: 95.5323, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1036, s2.loss_cls: 0.0294, s2.acc: 95.5041, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0489, loss: 0.9752 2024-03-13 20:45:38,620 - mmdet - INFO - Epoch [36][5750/7330] lr: 1.342e-07, eta: 0:37:56, time: 1.445, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1264, s0.acc: 95.3640, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2058, s1.loss_cls: 0.0581, s1.acc: 95.6126, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1023, s2.loss_cls: 0.0287, s2.acc: 95.5378, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0486, loss: 0.9528 2024-03-13 20:46:52,649 - mmdet - INFO - Epoch [36][5800/7330] lr: 1.342e-07, eta: 0:36:44, time: 1.481, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1296, s0.acc: 95.2185, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2090, s1.loss_cls: 0.0606, s1.acc: 95.4434, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1038, s2.loss_cls: 0.0303, s2.acc: 95.3313, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0491, loss: 0.9731 2024-03-13 20:48:04,587 - mmdet - INFO - Epoch [36][5850/7330] lr: 1.342e-07, eta: 0:35:32, time: 1.439, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1349, s0.acc: 95.0747, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2159, s1.loss_cls: 0.0621, s1.acc: 95.3293, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1064, s2.loss_cls: 0.0311, s2.acc: 95.2355, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0505, loss: 1.0043 2024-03-13 20:49:17,736 - mmdet - INFO - Epoch [36][5900/7330] lr: 1.342e-07, eta: 0:34:20, time: 1.463, data_time: 0.147, memory: 17966, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1295, s0.acc: 95.2751, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2091, s1.loss_cls: 0.0587, s1.acc: 95.5439, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1040, s2.loss_cls: 0.0293, s2.acc: 95.4468, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0489, loss: 0.9630 2024-03-13 20:50:28,378 - mmdet - INFO - Epoch [36][5950/7330] lr: 1.342e-07, eta: 0:33:08, time: 1.413, data_time: 0.158, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1335, s0.acc: 95.1042, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2150, s1.loss_cls: 0.0611, s1.acc: 95.4251, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1070, s2.loss_cls: 0.0303, s2.acc: 95.3146, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0508, loss: 0.9975 2024-03-13 20:51:39,628 - mmdet - INFO - Epoch [36][6000/7330] lr: 1.342e-07, eta: 0:31:56, time: 1.425, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1231, s0.acc: 95.5667, s0.loss_bbox: 0.1940, s0.loss_mask: 0.2035, s1.loss_cls: 0.0559, s1.acc: 95.8302, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1019, s2.loss_cls: 0.0278, s2.acc: 95.8828, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0484, loss: 0.9287 2024-03-13 20:52:55,125 - mmdet - INFO - Epoch [36][6050/7330] lr: 1.342e-07, eta: 0:30:44, time: 1.510, data_time: 0.144, memory: 17966, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1319, s0.acc: 95.1719, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2115, s1.loss_cls: 0.0610, s1.acc: 95.4623, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1054, s2.loss_cls: 0.0304, s2.acc: 95.3189, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0498, loss: 0.9848 2024-03-13 20:54:02,660 - mmdet - INFO - Epoch [36][6100/7330] lr: 1.342e-07, eta: 0:29:31, time: 1.351, data_time: 0.137, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1303, s0.acc: 95.1741, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2099, s1.loss_cls: 0.0595, s1.acc: 95.5151, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1036, s2.loss_cls: 0.0301, s2.acc: 95.3441, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0488, loss: 0.9789 2024-03-13 20:55:17,054 - mmdet - INFO - Epoch [36][6150/7330] lr: 1.342e-07, eta: 0:28:19, time: 1.488, data_time: 0.145, memory: 17966, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1318, s0.acc: 95.2715, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2107, s1.loss_cls: 0.0597, s1.acc: 95.6225, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1047, s2.loss_cls: 0.0302, s2.acc: 95.4113, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0496, loss: 0.9736 2024-03-13 20:56:31,157 - mmdet - INFO - Epoch [36][6200/7330] lr: 1.342e-07, eta: 0:27:07, time: 1.482, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1301, s0.acc: 95.1284, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2156, s1.loss_cls: 0.0596, s1.acc: 95.4047, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1072, s2.loss_cls: 0.0299, s2.acc: 95.2656, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0504, loss: 0.9951 2024-03-13 20:57:43,086 - mmdet - INFO - Epoch [36][6250/7330] lr: 1.342e-07, eta: 0:25:55, time: 1.439, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1264, s0.acc: 95.2390, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2107, s1.loss_cls: 0.0583, s1.acc: 95.6141, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1048, s2.loss_cls: 0.0289, s2.acc: 95.5117, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0495, loss: 0.9707 2024-03-13 20:58:56,418 - mmdet - INFO - Epoch [36][6300/7330] lr: 1.342e-07, eta: 0:24:43, time: 1.467, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1333, s0.acc: 95.0342, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2138, s1.loss_cls: 0.0610, s1.acc: 95.2885, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1054, s2.loss_cls: 0.0310, s2.acc: 95.1007, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0496, loss: 0.9952 2024-03-13 21:00:10,839 - mmdet - INFO - Epoch [36][6350/7330] lr: 1.342e-07, eta: 0:23:31, time: 1.488, data_time: 0.139, memory: 17966, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1281, s0.acc: 95.3076, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2105, s1.loss_cls: 0.0574, s1.acc: 95.6678, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1047, s2.loss_cls: 0.0286, s2.acc: 95.6188, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0495, loss: 0.9729 2024-03-13 21:01:21,615 - mmdet - INFO - Epoch [36][6400/7330] lr: 1.342e-07, eta: 0:22:19, time: 1.416, data_time: 0.182, memory: 17966, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1289, s0.acc: 95.2344, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2150, s1.loss_cls: 0.0584, s1.acc: 95.5780, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1065, s2.loss_cls: 0.0297, s2.acc: 95.4145, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0502, loss: 0.9842 2024-03-13 21:02:35,405 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 21:02:35,405 - mmdet - INFO - Epoch [36][6450/7330] lr: 1.342e-07, eta: 0:21:07, time: 1.476, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1302, s0.acc: 95.2092, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2111, s1.loss_cls: 0.0600, s1.acc: 95.4398, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1047, s2.loss_cls: 0.0306, s2.acc: 95.2980, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0495, loss: 0.9747 2024-03-13 21:03:42,648 - mmdet - INFO - Epoch [36][6500/7330] lr: 1.342e-07, eta: 0:19:55, time: 1.345, data_time: 0.156, memory: 17966, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1298, s0.acc: 95.2375, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2132, s1.loss_cls: 0.0592, s1.acc: 95.5623, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1064, s2.loss_cls: 0.0296, s2.acc: 95.4567, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0503, loss: 0.9863 2024-03-13 21:04:54,628 - mmdet - INFO - Epoch [36][6550/7330] lr: 1.342e-07, eta: 0:18:43, time: 1.440, data_time: 0.155, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1304, s0.acc: 95.2388, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2136, s1.loss_cls: 0.0579, s1.acc: 95.6519, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1064, s2.loss_cls: 0.0293, s2.acc: 95.5088, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0503, loss: 0.9909 2024-03-13 21:06:13,596 - mmdet - INFO - Epoch [36][6600/7330] lr: 1.342e-07, eta: 0:17:31, time: 1.579, data_time: 0.178, memory: 17966, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1379, s0.acc: 94.9893, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2161, s1.loss_cls: 0.0634, s1.acc: 95.2606, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1073, s2.loss_cls: 0.0320, s2.acc: 95.0981, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0505, loss: 1.0129 2024-03-13 21:07:30,092 - mmdet - INFO - Epoch [36][6650/7330] lr: 1.342e-07, eta: 0:16:19, time: 1.530, data_time: 0.208, memory: 17966, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1328, s0.acc: 95.1597, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2141, s1.loss_cls: 0.0607, s1.acc: 95.4959, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1057, s2.loss_cls: 0.0304, s2.acc: 95.3349, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0500, loss: 0.9870 2024-03-13 21:08:43,775 - mmdet - INFO - Epoch [36][6700/7330] lr: 1.342e-07, eta: 0:15:07, time: 1.474, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1311, s0.acc: 95.2273, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2116, s1.loss_cls: 0.0596, s1.acc: 95.5871, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1042, s2.loss_cls: 0.0297, s2.acc: 95.5782, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0489, loss: 0.9684 2024-03-13 21:09:56,490 - mmdet - INFO - Epoch [36][6750/7330] lr: 1.342e-07, eta: 0:13:55, time: 1.454, data_time: 0.196, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1275, s0.acc: 95.4490, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2069, s1.loss_cls: 0.0581, s1.acc: 95.7388, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1036, s2.loss_cls: 0.0292, s2.acc: 95.6540, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0489, loss: 0.9557 2024-03-13 21:11:09,412 - mmdet - INFO - Epoch [36][6800/7330] lr: 1.342e-07, eta: 0:12:43, time: 1.458, data_time: 0.172, memory: 17966, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1333, s0.acc: 95.1177, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2139, s1.loss_cls: 0.0612, s1.acc: 95.4542, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1065, s2.loss_cls: 0.0307, s2.acc: 95.3883, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0503, loss: 0.9978 2024-03-13 21:12:18,397 - mmdet - INFO - Epoch [36][6850/7330] lr: 1.342e-07, eta: 0:11:31, time: 1.380, data_time: 0.130, memory: 17966, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1262, s0.acc: 95.4163, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2116, s1.loss_cls: 0.0573, s1.acc: 95.7846, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1050, s2.loss_cls: 0.0286, s2.acc: 95.6632, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0494, loss: 0.9624 2024-03-13 21:13:25,951 - mmdet - INFO - Epoch [36][6900/7330] lr: 1.342e-07, eta: 0:10:19, time: 1.351, data_time: 0.142, memory: 17966, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1352, s0.acc: 95.0593, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2089, s1.loss_cls: 0.0623, s1.acc: 95.3706, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1048, s2.loss_cls: 0.0316, s2.acc: 95.1762, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0494, loss: 0.9960 2024-03-13 21:14:39,439 - mmdet - INFO - Epoch [36][6950/7330] lr: 1.342e-07, eta: 0:09:07, time: 1.470, data_time: 0.166, memory: 17966, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1294, s0.acc: 95.2529, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2110, s1.loss_cls: 0.0598, s1.acc: 95.4887, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1048, s2.loss_cls: 0.0300, s2.acc: 95.4134, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0492, loss: 0.9725 2024-03-13 21:15:53,117 - mmdet - INFO - Epoch [36][7000/7330] lr: 1.342e-07, eta: 0:07:55, time: 1.474, data_time: 0.148, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1262, s0.acc: 95.3315, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2141, s1.loss_cls: 0.0576, s1.acc: 95.6520, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1059, s2.loss_cls: 0.0285, s2.acc: 95.6044, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0499, loss: 0.9764 2024-03-13 21:17:05,522 - mmdet - INFO - Epoch [36][7050/7330] lr: 1.342e-07, eta: 0:06:43, time: 1.448, data_time: 0.159, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1283, s0.acc: 95.3000, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2086, s1.loss_cls: 0.0581, s1.acc: 95.6866, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1033, s2.loss_cls: 0.0290, s2.acc: 95.6075, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0489, loss: 0.9665 2024-03-13 21:18:20,471 - mmdet - INFO - Epoch [36][7100/7330] lr: 1.342e-07, eta: 0:05:31, time: 1.499, data_time: 0.175, memory: 17966, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1259, s0.acc: 95.3455, s0.loss_bbox: 0.1983, s0.loss_mask: 0.2068, s1.loss_cls: 0.0596, s1.acc: 95.5199, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1040, s2.loss_cls: 0.0300, s2.acc: 95.3573, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0490, loss: 0.9568 2024-03-13 21:19:31,180 - mmdet - INFO - Epoch [36][7150/7330] lr: 1.342e-07, eta: 0:04:19, time: 1.414, data_time: 0.119, memory: 17966, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1267, s0.acc: 95.3640, s0.loss_bbox: 0.2006, s0.loss_mask: 0.2085, s1.loss_cls: 0.0585, s1.acc: 95.5985, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1036, s2.loss_cls: 0.0298, s2.acc: 95.4484, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0488, loss: 0.9566 2024-03-13 21:20:40,065 - mmdet - INFO - Epoch [36][7200/7330] lr: 1.342e-07, eta: 0:03:07, time: 1.378, data_time: 0.136, memory: 17966, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1294, s0.acc: 95.2507, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2075, s1.loss_cls: 0.0582, s1.acc: 95.6062, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1029, s2.loss_cls: 0.0294, s2.acc: 95.4581, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0488, loss: 0.9643 2024-03-13 21:21:54,013 - mmdet - INFO - Epoch [36][7250/7330] lr: 1.342e-07, eta: 0:01:55, time: 1.479, data_time: 0.154, memory: 17966, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1328, s0.acc: 95.1218, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2089, s1.loss_cls: 0.0610, s1.acc: 95.4566, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1038, s2.loss_cls: 0.0302, s2.acc: 95.3667, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0491, loss: 0.9862 2024-03-13 21:23:04,055 - mmdet - INFO - Epoch [36][7300/7330] lr: 1.342e-07, eta: 0:00:43, time: 1.401, data_time: 0.152, memory: 17966, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1343, s0.acc: 95.0852, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2101, s1.loss_cls: 0.0611, s1.acc: 95.4665, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1047, s2.loss_cls: 0.0305, s2.acc: 95.3349, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0494, loss: 0.9994 2024-03-13 21:23:40,832 - mmdet - INFO - Saving checkpoint at 36 epochs 2024-03-13 21:29:09,473 - mmdet - INFO - Evaluating bbox... 2024-03-13 21:29:42,351 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.516 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.705 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.560 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.349 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 ] = 0.666 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.642 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.642 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.642 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.479 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.674 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.783 2024-03-13 21:29:42,351 - mmdet - INFO - Evaluating segm... 2024-03-13 21:30:15,853 - 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 ] = 0.679 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.483 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.252 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.476 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.631 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.561 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.561 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.561 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.399 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.594 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.713 2024-03-13 21:30:16,416 - mmdet - INFO - Exp name: cascade_t_dp0.4_lr8e-5_wd0.05_ld0.8_gn1_fpnbn.py 2024-03-13 21:30:16,417 - mmdet - INFO - Epoch(val) [36][1250] bbox_mAP: 0.5160, bbox_mAP_50: 0.7050, bbox_mAP_75: 0.5600, bbox_mAP_s: 0.3490, bbox_mAP_m: 0.5500, bbox_mAP_l: 0.6660, bbox_mAP_copypaste: 0.516 0.705 0.560 0.349 0.550 0.666, segm_mAP: 0.4460, segm_mAP_50: 0.6790, segm_mAP_75: 0.4830, segm_mAP_s: 0.2520, segm_mAP_m: 0.4760, segm_mAP_l: 0.6310, segm_mAP_copypaste: 0.446 0.679 0.483 0.252 0.476 0.631