2024-04-01 01:44:41,323 - mmdet - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.9.13 (main, May 23 2022, 22:02:02) [GCC 7.5.0] CUDA available: True GPU 0,1,2,3: Tesla V100-SXM2-32GB CUDA_HOME: /usr/local/cuda NVCC: Build cuda_11.3.r11.3/compiler.29920130_0 GCC: gcc (Ubuntu 7.5.0-3ubuntu1~18.04) 7.5.0 PyTorch: 1.11.0+cu113 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.5.2 (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_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86 - CuDNN 8.2 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.0, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-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+cu113 OpenCV: 4.9.0 MMCV: 1.4.8 MMCV Compiler: GCC 7.3 MMCV CUDA Compiler: 11.3 MMDetection: 2.25.3+ ------------------------------------------------------------ 2024-04-01 01:44:45,219 - mmdet - INFO - Distributed training: True 2024-04-01 01:44:49,248 - mmdet - INFO - Config: model = dict( type='CascadeRCNN', backbone=dict( type='DNetBackbone', model_name='rdnet_base', features_only=True, pretrained=True, drop_path_rate=0.6), neck=dict( type='FPN', in_channels=[408, 584, 1000, 1760], 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 = '/data/coco-x/train/' 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='/data/coco-x/train/annotations/instances_train2017.json', img_prefix='/data/coco-x/train/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='/data/coco-x/train/annotations/instances_val2017.json', img_prefix='/data/coco-x/train/val2017/', pipeline=[ dict(type='LoadImageFromFile'), dict( type='MultiScaleFlipAug', img_scale=(1333, 800), flip=False, transforms=[ dict(type='Resize', keep_ratio=True), dict(type='RandomFlip'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='Pad', size_divisor=32), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ]) ]), test=dict( type='CocoDataset', ann_file='/data/coco-x/train/annotations/instances_val2017.json', img_prefix='/data/coco-x/train/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=0.7, decay_type='stage_wise', num_layers=7, model_name='rdnet_base')) 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_b_dp06_lr8e-5_wd005_ld07_gn1_fpnbn'), interval=50, log_artifact=False) ]) custom_hooks = [ dict(type='NumClassCheckHook'), ] dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = None workflow = [('train', 1)] opencv_num_threads = 0 mp_start_method = 'fork' auto_scale_lr = dict(enable=False, base_batch_size=16) fp16 = dict(loss_scale=dict(init_scale=512)) work_dir = './work_dirs/cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn' auto_resume = False gpu_ids = range(0, 4) 2024-04-01 01:44:54,174 - mmdet - INFO - Set random seed to 101674705, deterministic: False 2024-04-01 01:44:57,519 - mmdet - INFO - initialize FPN with init_cfg {'type': 'Xavier', 'layer': 'Conv2d', 'distribution': 'uniform'} 2024-04-01 01:44:57,546 - mmdet - INFO - initialize RPNHead with init_cfg {'type': 'Normal', 'layer': 'Conv2d', 'std': 0.01} 2024-04-01 01:44:57,552 - 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'}]}] 2024-04-01 01:44:57,673 - 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'}]}] 2024-04-01 01:44:57,796 - 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([120, 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([120]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.stem.stem.1.weight - torch.Size([120]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.stem.stem.1.bias - torch.Size([120]): 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([96]): 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([120, 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([120]): 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([120]): 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([120]): 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([480, 120, 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([480]): 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([96, 480, 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([96]): 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([96]): 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([216, 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([216]): 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([216]): 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([216]): 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([864, 216, 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([864]): 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([96, 864, 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([96]): 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([96]): 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([312, 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([312]): 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([312]): 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([312]): 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([1248, 312, 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([1248]): 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([96, 1248, 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([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_1.0.weight - torch.Size([408]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_1.0.bias - torch.Size([408]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_1.1.weight - torch.Size([200, 408, 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([200]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_1.2.dense_block0.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.0.weight - torch.Size([200, 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([200]): 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([200]): 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([200]): 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([800, 200, 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([800]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.weight - torch.Size([128, 800, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_1.2.dense_block1.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.0.weight - torch.Size([328, 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([328]): 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([328]): 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([328]): 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([1312, 328, 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([1312]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.weight - torch.Size([128, 1312, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_1.2.dense_block2.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.0.weight - torch.Size([456, 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([456]): 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([456]): 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([456]): 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([1824, 456, 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([1824]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.weight - torch.Size([128, 1824, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_2.0.weight - torch.Size([584]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_2.0.bias - torch.Size([584]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_2.1.weight - torch.Size([288, 584, 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([288]): 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([168]): 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([288, 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([288]): 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([288]): 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([288]): 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([1152, 288, 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([1152]): 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([168, 1152, 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([168]): 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([168, 168, 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([168]): 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([168]): 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([456, 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([456]): 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([456]): 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([456]): 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([1824, 456, 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([1824]): 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([168, 1824, 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([168]): 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([168, 168, 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([168]): 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([168]): 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([624, 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([624]): 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([624]): 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([624]): 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([2496, 624, 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([2496]): 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([168, 2496, 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([168]): 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([168, 168, 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([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_3.0.weight - torch.Size([792]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_3.0.bias - torch.Size([792]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_3.1.weight - torch.Size([392, 792, 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([392]): 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([168]): 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([392, 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([392]): 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([392]): 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([392]): 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([1568, 392, 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([1568]): 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([168, 1568, 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([168]): 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([168, 168, 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([168]): 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([168]): 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([560, 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([560]): 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([560]): 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([560]): 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([2240, 560, 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([2240]): 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([168, 2240, 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([168]): 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([168, 168, 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([168]): 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([168]): 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([728, 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([728]): 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([728]): 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([728]): 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([2912, 728, 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([2912]): 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([168, 2912, 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([168]): 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([168, 168, 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([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_4.0.weight - torch.Size([896]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_4.0.bias - torch.Size([896]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_4.1.weight - torch.Size([448, 896, 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([448]): 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([168]): 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([448, 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([448]): 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([448]): 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([448]): 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([1792, 448, 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([1792]): 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([168, 1792, 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([168]): 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([168, 168, 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([168]): 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([168]): 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([616, 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([616]): 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([616]): 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([616]): 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([2464, 616, 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([2464]): 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([168, 2464, 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([168]): 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([168, 168, 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([168]): 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([168]): 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([784, 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([784]): 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([784]): 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([784]): 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([3136, 784, 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([3136]): 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([168, 3136, 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([168]): 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([168, 168, 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([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_5.0.weight - torch.Size([952]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_5.0.bias - torch.Size([952]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_5.1.weight - torch.Size([472, 952, 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([472]): 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([168]): 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([472, 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([472]): 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([472]): 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([472]): 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([1888, 472, 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([1888]): 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([168, 1888, 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([168]): 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([168, 168, 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([168]): 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([168]): 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([640, 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([640]): 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([640]): 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([640]): 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([2560, 640, 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([2560]): 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([168, 2560, 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([168]): 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([168, 168, 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([168]): 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([168]): 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([808, 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([808]): 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([808]): 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([808]): 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([3232, 808, 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([3232]): 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([168, 3232, 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([168]): 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([168, 168, 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([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_6.0.weight - torch.Size([976]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_6.0.bias - torch.Size([976]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_6.1.weight - torch.Size([488, 976, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_6.1.bias - torch.Size([488]): 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([168]): 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([488, 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([488]): 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([488]): 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([488]): 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([1952, 488, 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([1952]): 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([168, 1952, 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([168]): 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([168, 168, 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([168]): 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([168]): 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([656, 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([656]): 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([656]): 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([656]): 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([2624, 656, 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([2624]): 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([168, 2624, 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([168]): 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([168, 168, 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([168]): 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([168]): 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([824, 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([824]): 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([824]): 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([824]): 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([3296, 824, 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([3296]): 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([168, 3296, 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([168]): 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([168, 168, 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([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.0.weight - torch.Size([992]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.0.bias - torch.Size([992]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.1.weight - torch.Size([496, 992, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.1.bias - torch.Size([496]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block0.gamma - torch.Size([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.0.weight - torch.Size([496, 1, 7, 7]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.0.bias - torch.Size([496]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.1.weight - torch.Size([496]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.1.bias - torch.Size([496]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.2.weight - torch.Size([1984, 496, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.2.bias - torch.Size([1984]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.4.weight - torch.Size([168, 1984, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.4.bias - torch.Size([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.5.fc.weight - torch.Size([168, 168, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.5.fc.bias - torch.Size([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block1.gamma - torch.Size([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.0.weight - torch.Size([664, 1, 7, 7]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.0.bias - torch.Size([664]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.1.weight - torch.Size([664]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.1.bias - torch.Size([664]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.2.weight - torch.Size([2656, 664, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.2.bias - torch.Size([2656]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.4.weight - torch.Size([168, 2656, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.4.bias - torch.Size([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.5.fc.weight - torch.Size([168, 168, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.5.fc.bias - torch.Size([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block2.gamma - torch.Size([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.0.weight - torch.Size([832, 1, 7, 7]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.0.bias - torch.Size([832]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.1.weight - torch.Size([832]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.1.bias - torch.Size([832]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.2.weight - torch.Size([3328, 832, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.2.bias - torch.Size([3328]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.4.weight - torch.Size([168, 3328, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.4.bias - torch.Size([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.5.fc.weight - torch.Size([168, 168, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.5.fc.bias - torch.Size([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.0.weight - torch.Size([1000]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.0.bias - torch.Size([1000]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.1.weight - torch.Size([496, 1000, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.1.bias - torch.Size([496]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block0.gamma - torch.Size([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.0.weight - torch.Size([496, 1, 7, 7]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.0.bias - torch.Size([496]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.1.weight - torch.Size([496]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.1.bias - torch.Size([496]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.2.weight - torch.Size([1984, 496, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.2.bias - torch.Size([1984]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.4.weight - torch.Size([168, 1984, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.4.bias - torch.Size([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.5.fc.weight - torch.Size([168, 168, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.5.fc.bias - torch.Size([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block1.gamma - torch.Size([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.0.weight - torch.Size([664, 1, 7, 7]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.0.bias - torch.Size([664]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.1.weight - torch.Size([664]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.1.bias - torch.Size([664]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.2.weight - torch.Size([2656, 664, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.2.bias - torch.Size([2656]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.4.weight - torch.Size([168, 2656, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.4.bias - torch.Size([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.5.fc.weight - torch.Size([168, 168, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.5.fc.bias - torch.Size([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block2.gamma - torch.Size([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.0.weight - torch.Size([832, 1, 7, 7]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.0.bias - torch.Size([832]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.1.weight - torch.Size([832]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.1.bias - torch.Size([832]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.2.weight - torch.Size([3328, 832, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.2.bias - torch.Size([3328]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.4.weight - torch.Size([168, 3328, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.4.bias - torch.Size([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.5.fc.weight - torch.Size([168, 168, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.5.fc.bias - torch.Size([168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.0.weight - torch.Size([1000]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.0.bias - torch.Size([1000]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.1.weight - torch.Size([496, 1000, 2, 2]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.1.bias - torch.Size([496]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block0.gamma - torch.Size([336]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.0.weight - torch.Size([496, 1, 7, 7]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.0.bias - torch.Size([496]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.1.weight - torch.Size([496]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.1.bias - torch.Size([496]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.2.weight - torch.Size([1984, 496, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.2.bias - torch.Size([1984]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.4.weight - torch.Size([336, 1984, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.4.bias - torch.Size([336]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.5.fc.weight - torch.Size([336, 336, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.5.fc.bias - torch.Size([336]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block1.gamma - torch.Size([336]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.0.weight - torch.Size([832, 1, 7, 7]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.0.bias - torch.Size([832]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.1.weight - torch.Size([832]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.1.bias - torch.Size([832]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.2.weight - torch.Size([3328, 832, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.2.bias - torch.Size([3328]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.4.weight - torch.Size([336, 3328, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.4.bias - torch.Size([336]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.5.fc.weight - torch.Size([336, 336, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.5.fc.bias - torch.Size([336]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block2.gamma - torch.Size([336]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.0.weight - torch.Size([1168, 1, 7, 7]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.0.bias - torch.Size([1168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.1.weight - torch.Size([1168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.1.bias - torch.Size([1168]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.2.weight - torch.Size([4672, 1168, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.2.bias - torch.Size([4672]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.4.weight - torch.Size([336, 4672, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.4.bias - torch.Size([336]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.5.fc.weight - torch.Size([336, 336, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.5.fc.bias - torch.Size([336]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.0.weight - torch.Size([1504]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.0.bias - torch.Size([1504]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.1.weight - torch.Size([752, 1504, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.1.bias - torch.Size([752]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block0.gamma - torch.Size([336]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.0.weight - torch.Size([752, 1, 7, 7]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.0.bias - torch.Size([752]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.1.weight - torch.Size([752]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.1.bias - torch.Size([752]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.2.weight - torch.Size([3008, 752, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.2.bias - torch.Size([3008]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.4.weight - torch.Size([336, 3008, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.4.bias - torch.Size([336]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.5.fc.weight - torch.Size([336, 336, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.5.fc.bias - torch.Size([336]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block1.gamma - torch.Size([336]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.0.weight - torch.Size([1088, 1, 7, 7]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.0.bias - torch.Size([1088]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.1.weight - torch.Size([1088]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.1.bias - torch.Size([1088]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.2.weight - torch.Size([4352, 1088, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.2.bias - torch.Size([4352]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.4.weight - torch.Size([336, 4352, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.4.bias - torch.Size([336]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.5.fc.weight - torch.Size([336, 336, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.5.fc.bias - torch.Size([336]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block2.gamma - torch.Size([336]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.0.weight - torch.Size([1424, 1, 7, 7]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.0.bias - torch.Size([1424]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.1.weight - torch.Size([1424]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.1.bias - torch.Size([1424]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.2.weight - torch.Size([5696, 1424, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.2.bias - torch.Size([5696]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.4.weight - torch.Size([336, 5696, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.4.bias - torch.Size([336]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.5.fc.weight - torch.Size([336, 336, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.5.fc.bias - torch.Size([336]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm_modules.0.weight - torch.Size([408]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm_modules.0.bias - torch.Size([408]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm_modules.1.weight - torch.Size([584]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm_modules.1.bias - torch.Size([584]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm_modules.2.weight - torch.Size([1000]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm_modules.2.bias - torch.Size([1000]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm_modules.3.weight - torch.Size([1760]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm_modules.3.bias - torch.Size([1760]): The value is the same before and after calling `init_weights` of CascadeRCNN neck.lateral_convs.0.conv.weight - torch.Size([256, 408, 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, 584, 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, 1000, 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, 1760, 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 2024-04-01 01:45:20,314 - mmdet - INFO - Automatic scaling of learning rate (LR) has been disabled. 2024-04-01 01:45:20,315 - mmdet - INFO - self.paramwise_cfg is {'decay_rate': 0.7, 'decay_type': 'stage_wise', 'num_layers': 7, 'model_name': 'rdnet_base'} 2024-04-01 01:45:20,315 - mmdet - INFO - Build LearningRateDecayOptimizerConstructor stage_wise 0.7 - 9 2024-04-01 01:45:20,315 - mmdet - INFO - set param backbone.timm_model.stem.stem.0.weight as id 0 2024-04-01 01:45:20,315 - mmdet - INFO - set param backbone.timm_model.stem.stem.0.bias as id 0 2024-04-01 01:45:20,315 - mmdet - INFO - set param backbone.timm_model.stem.stem.1.weight as id 0 2024-04-01 01:45:20,315 - mmdet - INFO - set param backbone.timm_model.stem.stem.1.bias as id 0 2024-04-01 01:45:20,315 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.gamma as id 1 2024-04-01 01:45:20,315 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.0.weight as id 1 2024-04-01 01:45:20,315 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.0.bias as id 1 2024-04-01 01:45:20,316 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.1.weight as id 1 2024-04-01 01:45:20,316 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.1.bias as id 1 2024-04-01 01:45:20,316 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.2.weight as id 1 2024-04-01 01:45:20,316 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.2.bias as id 1 2024-04-01 01:45:20,316 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.4.weight as id 1 2024-04-01 01:45:20,316 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.4.bias as id 1 2024-04-01 01:45:20,316 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.gamma as id 1 2024-04-01 01:45:20,316 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.0.weight as id 1 2024-04-01 01:45:20,316 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.0.bias as id 1 2024-04-01 01:45:20,316 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.1.weight as id 1 2024-04-01 01:45:20,316 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.1.bias as id 1 2024-04-01 01:45:20,316 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.2.weight as id 1 2024-04-01 01:45:20,316 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.2.bias as id 1 2024-04-01 01:45:20,317 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.4.weight as id 1 2024-04-01 01:45:20,317 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.4.bias as id 1 2024-04-01 01:45:20,317 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.gamma as id 1 2024-04-01 01:45:20,317 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.0.weight as id 1 2024-04-01 01:45:20,317 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.0.bias as id 1 2024-04-01 01:45:20,317 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.1.weight as id 1 2024-04-01 01:45:20,317 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.1.bias as id 1 2024-04-01 01:45:20,317 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.2.weight as id 1 2024-04-01 01:45:20,317 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.2.bias as id 1 2024-04-01 01:45:20,317 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.4.weight as id 1 2024-04-01 01:45:20,317 - mmdet - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.4.bias as id 1 2024-04-01 01:45:20,317 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.0.weight as id 2 2024-04-01 01:45:20,317 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.0.bias as id 2 2024-04-01 01:45:20,317 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.1.weight as id 2 2024-04-01 01:45:20,318 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.1.bias as id 2 2024-04-01 01:45:20,318 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.gamma as id 2 2024-04-01 01:45:20,318 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.0.weight as id 2 2024-04-01 01:45:20,318 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.0.bias as id 2 2024-04-01 01:45:20,318 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.1.weight as id 2 2024-04-01 01:45:20,318 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.1.bias as id 2 2024-04-01 01:45:20,318 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.2.weight as id 2 2024-04-01 01:45:20,318 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.2.bias as id 2 2024-04-01 01:45:20,318 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.weight as id 2 2024-04-01 01:45:20,318 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.bias as id 2 2024-04-01 01:45:20,318 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.gamma as id 2 2024-04-01 01:45:20,318 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.0.weight as id 2 2024-04-01 01:45:20,318 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.0.bias as id 2 2024-04-01 01:45:20,318 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.1.weight as id 2 2024-04-01 01:45:20,319 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.1.bias as id 2 2024-04-01 01:45:20,319 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.2.weight as id 2 2024-04-01 01:45:20,319 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.2.bias as id 2 2024-04-01 01:45:20,319 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.weight as id 2 2024-04-01 01:45:20,319 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.bias as id 2 2024-04-01 01:45:20,319 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.gamma as id 2 2024-04-01 01:45:20,319 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.0.weight as id 2 2024-04-01 01:45:20,319 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.0.bias as id 2 2024-04-01 01:45:20,319 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.1.weight as id 2 2024-04-01 01:45:20,319 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.1.bias as id 2 2024-04-01 01:45:20,319 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.2.weight as id 2 2024-04-01 01:45:20,319 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.2.bias as id 2 2024-04-01 01:45:20,319 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.weight as id 2 2024-04-01 01:45:20,319 - mmdet - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.bias as id 2 2024-04-01 01:45:20,320 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.0.weight as id 3 2024-04-01 01:45:20,320 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.0.bias as id 3 2024-04-01 01:45:20,320 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.1.weight as id 3 2024-04-01 01:45:20,320 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.1.bias as id 3 2024-04-01 01:45:20,320 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.gamma as id 3 2024-04-01 01:45:20,320 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.0.weight as id 3 2024-04-01 01:45:20,320 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.0.bias as id 3 2024-04-01 01:45:20,320 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.1.weight as id 3 2024-04-01 01:45:20,320 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.1.bias as id 3 2024-04-01 01:45:20,320 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.2.weight as id 3 2024-04-01 01:45:20,320 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.2.bias as id 3 2024-04-01 01:45:20,320 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.4.weight as id 3 2024-04-01 01:45:20,320 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.4.bias as id 3 2024-04-01 01:45:20,321 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.5.fc.weight as id 3 2024-04-01 01:45:20,321 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.5.fc.bias as id 3 2024-04-01 01:45:20,321 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.gamma as id 3 2024-04-01 01:45:20,321 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.0.weight as id 3 2024-04-01 01:45:20,321 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.0.bias as id 3 2024-04-01 01:45:20,321 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.1.weight as id 3 2024-04-01 01:45:20,321 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.1.bias as id 3 2024-04-01 01:45:20,321 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.2.weight as id 3 2024-04-01 01:45:20,321 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.2.bias as id 3 2024-04-01 01:45:20,321 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.4.weight as id 3 2024-04-01 01:45:20,321 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.4.bias as id 3 2024-04-01 01:45:20,321 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.5.fc.weight as id 3 2024-04-01 01:45:20,321 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.5.fc.bias as id 3 2024-04-01 01:45:20,322 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.gamma as id 3 2024-04-01 01:45:20,322 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.0.weight as id 3 2024-04-01 01:45:20,322 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.0.bias as id 3 2024-04-01 01:45:20,322 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.1.weight as id 3 2024-04-01 01:45:20,322 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.1.bias as id 3 2024-04-01 01:45:20,322 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.2.weight as id 3 2024-04-01 01:45:20,322 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.2.bias as id 3 2024-04-01 01:45:20,322 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.4.weight as id 3 2024-04-01 01:45:20,322 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.4.bias as id 3 2024-04-01 01:45:20,322 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.5.fc.weight as id 3 2024-04-01 01:45:20,322 - mmdet - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.5.fc.bias as id 3 2024-04-01 01:45:20,322 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.0.weight as id 4 2024-04-01 01:45:20,322 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.0.bias as id 4 2024-04-01 01:45:20,322 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.1.weight as id 4 2024-04-01 01:45:20,323 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.1.bias as id 4 2024-04-01 01:45:20,323 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.gamma as id 4 2024-04-01 01:45:20,323 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.0.weight as id 4 2024-04-01 01:45:20,323 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.0.bias as id 4 2024-04-01 01:45:20,323 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.1.weight as id 4 2024-04-01 01:45:20,323 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.1.bias as id 4 2024-04-01 01:45:20,323 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.2.weight as id 4 2024-04-01 01:45:20,323 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.2.bias as id 4 2024-04-01 01:45:20,323 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.4.weight as id 4 2024-04-01 01:45:20,323 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.4.bias as id 4 2024-04-01 01:45:20,323 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.5.fc.weight as id 4 2024-04-01 01:45:20,323 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.5.fc.bias as id 4 2024-04-01 01:45:20,323 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.gamma as id 4 2024-04-01 01:45:20,323 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.0.weight as id 4 2024-04-01 01:45:20,324 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.0.bias as id 4 2024-04-01 01:45:20,324 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.1.weight as id 4 2024-04-01 01:45:20,324 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.1.bias as id 4 2024-04-01 01:45:20,324 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.2.weight as id 4 2024-04-01 01:45:20,324 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.2.bias as id 4 2024-04-01 01:45:20,324 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.4.weight as id 4 2024-04-01 01:45:20,324 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.4.bias as id 4 2024-04-01 01:45:20,324 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.5.fc.weight as id 4 2024-04-01 01:45:20,324 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.5.fc.bias as id 4 2024-04-01 01:45:20,324 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.gamma as id 4 2024-04-01 01:45:20,324 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.0.weight as id 4 2024-04-01 01:45:20,324 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.0.bias as id 4 2024-04-01 01:45:20,324 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.1.weight as id 4 2024-04-01 01:45:20,325 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.1.bias as id 4 2024-04-01 01:45:20,325 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.2.weight as id 4 2024-04-01 01:45:20,325 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.2.bias as id 4 2024-04-01 01:45:20,325 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.4.weight as id 4 2024-04-01 01:45:20,325 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.4.bias as id 4 2024-04-01 01:45:20,325 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.5.fc.weight as id 4 2024-04-01 01:45:20,325 - mmdet - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.5.fc.bias as id 4 2024-04-01 01:45:20,325 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.0.weight as id 5 2024-04-01 01:45:20,325 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.0.bias as id 5 2024-04-01 01:45:20,325 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.1.weight as id 5 2024-04-01 01:45:20,325 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.1.bias as id 5 2024-04-01 01:45:20,325 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.gamma as id 5 2024-04-01 01:45:20,325 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.0.weight as id 5 2024-04-01 01:45:20,325 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.0.bias as id 5 2024-04-01 01:45:20,326 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.1.weight as id 5 2024-04-01 01:45:20,326 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.1.bias as id 5 2024-04-01 01:45:20,326 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.2.weight as id 5 2024-04-01 01:45:20,326 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.2.bias as id 5 2024-04-01 01:45:20,326 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.4.weight as id 5 2024-04-01 01:45:20,326 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.4.bias as id 5 2024-04-01 01:45:20,326 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.5.fc.weight as id 5 2024-04-01 01:45:20,326 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.5.fc.bias as id 5 2024-04-01 01:45:20,326 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.gamma as id 5 2024-04-01 01:45:20,326 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.0.weight as id 5 2024-04-01 01:45:20,326 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.0.bias as id 5 2024-04-01 01:45:20,327 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.1.weight as id 5 2024-04-01 01:45:20,327 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.1.bias as id 5 2024-04-01 01:45:20,327 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.2.weight as id 5 2024-04-01 01:45:20,327 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.2.bias as id 5 2024-04-01 01:45:20,327 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.4.weight as id 5 2024-04-01 01:45:20,327 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.4.bias as id 5 2024-04-01 01:45:20,327 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.5.fc.weight as id 5 2024-04-01 01:45:20,327 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.5.fc.bias as id 5 2024-04-01 01:45:20,327 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.gamma as id 5 2024-04-01 01:45:20,327 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.0.weight as id 5 2024-04-01 01:45:20,327 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.0.bias as id 5 2024-04-01 01:45:20,327 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.1.weight as id 5 2024-04-01 01:45:20,327 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.1.bias as id 5 2024-04-01 01:45:20,328 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.2.weight as id 5 2024-04-01 01:45:20,328 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.2.bias as id 5 2024-04-01 01:45:20,328 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.4.weight as id 5 2024-04-01 01:45:20,328 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.4.bias as id 5 2024-04-01 01:45:20,328 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.5.fc.weight as id 5 2024-04-01 01:45:20,328 - mmdet - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.5.fc.bias as id 5 2024-04-01 01:45:20,328 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.0.weight as id 6 2024-04-01 01:45:20,328 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.0.bias as id 6 2024-04-01 01:45:20,328 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.1.weight as id 6 2024-04-01 01:45:20,328 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.1.bias as id 6 2024-04-01 01:45:20,328 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.gamma as id 6 2024-04-01 01:45:20,328 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.0.weight as id 6 2024-04-01 01:45:20,328 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.0.bias as id 6 2024-04-01 01:45:20,328 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.1.weight as id 6 2024-04-01 01:45:20,329 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.1.bias as id 6 2024-04-01 01:45:20,329 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.2.weight as id 6 2024-04-01 01:45:20,329 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.2.bias as id 6 2024-04-01 01:45:20,329 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.4.weight as id 6 2024-04-01 01:45:20,329 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.4.bias as id 6 2024-04-01 01:45:20,329 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.5.fc.weight as id 6 2024-04-01 01:45:20,329 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.5.fc.bias as id 6 2024-04-01 01:45:20,329 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.gamma as id 6 2024-04-01 01:45:20,329 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.0.weight as id 6 2024-04-01 01:45:20,329 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.0.bias as id 6 2024-04-01 01:45:20,329 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.1.weight as id 6 2024-04-01 01:45:20,329 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.1.bias as id 6 2024-04-01 01:45:20,329 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.2.weight as id 6 2024-04-01 01:45:20,330 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.2.bias as id 6 2024-04-01 01:45:20,330 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.4.weight as id 6 2024-04-01 01:45:20,330 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.4.bias as id 6 2024-04-01 01:45:20,330 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.5.fc.weight as id 6 2024-04-01 01:45:20,330 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.5.fc.bias as id 6 2024-04-01 01:45:20,330 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.gamma as id 6 2024-04-01 01:45:20,330 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.0.weight as id 6 2024-04-01 01:45:20,330 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.0.bias as id 6 2024-04-01 01:45:20,330 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.1.weight as id 6 2024-04-01 01:45:20,330 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.1.bias as id 6 2024-04-01 01:45:20,330 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.2.weight as id 6 2024-04-01 01:45:20,330 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.2.bias as id 6 2024-04-01 01:45:20,330 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.4.weight as id 6 2024-04-01 01:45:20,330 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.4.bias as id 6 2024-04-01 01:45:20,331 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.5.fc.weight as id 6 2024-04-01 01:45:20,331 - mmdet - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.5.fc.bias as id 6 2024-04-01 01:45:20,331 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.0.weight as id 7 2024-04-01 01:45:20,331 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.0.bias as id 7 2024-04-01 01:45:20,331 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.1.weight as id 7 2024-04-01 01:45:20,331 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.1.bias as id 7 2024-04-01 01:45:20,331 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.gamma as id 7 2024-04-01 01:45:20,331 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.0.weight as id 7 2024-04-01 01:45:20,331 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.0.bias as id 7 2024-04-01 01:45:20,331 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.1.weight as id 7 2024-04-01 01:45:20,331 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.1.bias as id 7 2024-04-01 01:45:20,331 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.2.weight as id 7 2024-04-01 01:45:20,331 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.2.bias as id 7 2024-04-01 01:45:20,331 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.4.weight as id 7 2024-04-01 01:45:20,332 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.4.bias as id 7 2024-04-01 01:45:20,332 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.5.fc.weight as id 7 2024-04-01 01:45:20,332 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.5.fc.bias as id 7 2024-04-01 01:45:20,332 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.gamma as id 7 2024-04-01 01:45:20,332 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.0.weight as id 7 2024-04-01 01:45:20,332 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.0.bias as id 7 2024-04-01 01:45:20,332 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.1.weight as id 7 2024-04-01 01:45:20,332 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.1.bias as id 7 2024-04-01 01:45:20,332 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.2.weight as id 7 2024-04-01 01:45:20,332 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.2.bias as id 7 2024-04-01 01:45:20,332 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.4.weight as id 7 2024-04-01 01:45:20,332 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.4.bias as id 7 2024-04-01 01:45:20,332 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.5.fc.weight as id 7 2024-04-01 01:45:20,333 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.5.fc.bias as id 7 2024-04-01 01:45:20,333 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.gamma as id 7 2024-04-01 01:45:20,333 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.0.weight as id 7 2024-04-01 01:45:20,333 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.0.bias as id 7 2024-04-01 01:45:20,333 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.1.weight as id 7 2024-04-01 01:45:20,333 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.1.bias as id 7 2024-04-01 01:45:20,333 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.2.weight as id 7 2024-04-01 01:45:20,333 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.2.bias as id 7 2024-04-01 01:45:20,333 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.4.weight as id 7 2024-04-01 01:45:20,333 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.4.bias as id 7 2024-04-01 01:45:20,333 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.5.fc.weight as id 7 2024-04-01 01:45:20,333 - mmdet - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.5.fc.bias as id 7 2024-04-01 01:45:20,333 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.0.weight as id 8 2024-04-01 01:45:20,333 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.0.bias as id 8 2024-04-01 01:45:20,334 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.1.weight as id 8 2024-04-01 01:45:20,334 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.1.bias as id 8 2024-04-01 01:45:20,334 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.gamma as id 8 2024-04-01 01:45:20,334 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.0.weight as id 8 2024-04-01 01:45:20,334 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.0.bias as id 8 2024-04-01 01:45:20,334 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.1.weight as id 8 2024-04-01 01:45:20,334 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.1.bias as id 8 2024-04-01 01:45:20,334 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.2.weight as id 8 2024-04-01 01:45:20,334 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.2.bias as id 8 2024-04-01 01:45:20,334 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.4.weight as id 8 2024-04-01 01:45:20,334 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.4.bias as id 8 2024-04-01 01:45:20,334 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.5.fc.weight as id 8 2024-04-01 01:45:20,335 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.5.fc.bias as id 8 2024-04-01 01:45:20,335 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.gamma as id 8 2024-04-01 01:45:20,335 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.0.weight as id 8 2024-04-01 01:45:20,335 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.0.bias as id 8 2024-04-01 01:45:20,335 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.1.weight as id 8 2024-04-01 01:45:20,335 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.1.bias as id 8 2024-04-01 01:45:20,335 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.2.weight as id 8 2024-04-01 01:45:20,335 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.2.bias as id 8 2024-04-01 01:45:20,335 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.4.weight as id 8 2024-04-01 01:45:20,335 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.4.bias as id 8 2024-04-01 01:45:20,335 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.5.fc.weight as id 8 2024-04-01 01:45:20,335 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.5.fc.bias as id 8 2024-04-01 01:45:20,335 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.gamma as id 8 2024-04-01 01:45:20,336 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.0.weight as id 8 2024-04-01 01:45:20,336 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.0.bias as id 8 2024-04-01 01:45:20,336 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.1.weight as id 8 2024-04-01 01:45:20,336 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.1.bias as id 8 2024-04-01 01:45:20,336 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.2.weight as id 8 2024-04-01 01:45:20,336 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.2.bias as id 8 2024-04-01 01:45:20,336 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.4.weight as id 8 2024-04-01 01:45:20,336 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.4.bias as id 8 2024-04-01 01:45:20,336 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.5.fc.weight as id 8 2024-04-01 01:45:20,336 - mmdet - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.5.fc.bias as id 8 2024-04-01 01:45:20,336 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.0.weight as id 9 2024-04-01 01:45:20,336 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.0.bias as id 9 2024-04-01 01:45:20,337 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.1.weight as id 9 2024-04-01 01:45:20,337 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.1.bias as id 9 2024-04-01 01:45:20,337 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.gamma as id 9 2024-04-01 01:45:20,337 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.0.weight as id 9 2024-04-01 01:45:20,337 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.0.bias as id 9 2024-04-01 01:45:20,337 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.1.weight as id 9 2024-04-01 01:45:20,337 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.1.bias as id 9 2024-04-01 01:45:20,337 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.2.weight as id 9 2024-04-01 01:45:20,337 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.2.bias as id 9 2024-04-01 01:45:20,337 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.4.weight as id 9 2024-04-01 01:45:20,337 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.4.bias as id 9 2024-04-01 01:45:20,337 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.5.fc.weight as id 9 2024-04-01 01:45:20,337 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.5.fc.bias as id 9 2024-04-01 01:45:20,338 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.gamma as id 9 2024-04-01 01:45:20,338 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.0.weight as id 9 2024-04-01 01:45:20,338 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.0.bias as id 9 2024-04-01 01:45:20,338 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.1.weight as id 9 2024-04-01 01:45:20,338 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.1.bias as id 9 2024-04-01 01:45:20,338 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.2.weight as id 9 2024-04-01 01:45:20,338 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.2.bias as id 9 2024-04-01 01:45:20,338 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.4.weight as id 9 2024-04-01 01:45:20,338 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.4.bias as id 9 2024-04-01 01:45:20,338 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.5.fc.weight as id 9 2024-04-01 01:45:20,338 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.5.fc.bias as id 9 2024-04-01 01:45:20,338 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.gamma as id 9 2024-04-01 01:45:20,338 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.0.weight as id 9 2024-04-01 01:45:20,338 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.0.bias as id 9 2024-04-01 01:45:20,339 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.1.weight as id 9 2024-04-01 01:45:20,339 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.1.bias as id 9 2024-04-01 01:45:20,339 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.2.weight as id 9 2024-04-01 01:45:20,339 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.2.bias as id 9 2024-04-01 01:45:20,339 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.4.weight as id 9 2024-04-01 01:45:20,339 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.4.bias as id 9 2024-04-01 01:45:20,339 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.5.fc.weight as id 9 2024-04-01 01:45:20,339 - mmdet - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.5.fc.bias as id 9 2024-04-01 01:45:20,339 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.0.weight as id 10 2024-04-01 01:45:20,339 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.0.bias as id 10 2024-04-01 01:45:20,339 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.1.weight as id 10 2024-04-01 01:45:20,339 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.1.bias as id 10 2024-04-01 01:45:20,339 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.gamma as id 10 2024-04-01 01:45:20,340 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.0.weight as id 10 2024-04-01 01:45:20,340 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.0.bias as id 10 2024-04-01 01:45:20,340 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.1.weight as id 10 2024-04-01 01:45:20,340 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.1.bias as id 10 2024-04-01 01:45:20,340 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.2.weight as id 10 2024-04-01 01:45:20,340 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.2.bias as id 10 2024-04-01 01:45:20,340 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.4.weight as id 10 2024-04-01 01:45:20,340 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.4.bias as id 10 2024-04-01 01:45:20,340 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.5.fc.weight as id 10 2024-04-01 01:45:20,340 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.5.fc.bias as id 10 2024-04-01 01:45:20,340 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.gamma as id 10 2024-04-01 01:45:20,340 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.0.weight as id 10 2024-04-01 01:45:20,340 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.0.bias as id 10 2024-04-01 01:45:20,341 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.1.weight as id 10 2024-04-01 01:45:20,341 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.1.bias as id 10 2024-04-01 01:45:20,341 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.2.weight as id 10 2024-04-01 01:45:20,341 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.2.bias as id 10 2024-04-01 01:45:20,341 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.4.weight as id 10 2024-04-01 01:45:20,341 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.4.bias as id 10 2024-04-01 01:45:20,341 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.5.fc.weight as id 10 2024-04-01 01:45:20,341 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.5.fc.bias as id 10 2024-04-01 01:45:20,341 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.gamma as id 10 2024-04-01 01:45:20,341 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.0.weight as id 10 2024-04-01 01:45:20,341 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.0.bias as id 10 2024-04-01 01:45:20,341 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.1.weight as id 10 2024-04-01 01:45:20,341 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.1.bias as id 10 2024-04-01 01:45:20,341 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.2.weight as id 10 2024-04-01 01:45:20,342 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.2.bias as id 10 2024-04-01 01:45:20,342 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.4.weight as id 10 2024-04-01 01:45:20,342 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.4.bias as id 10 2024-04-01 01:45:20,342 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.5.fc.weight as id 10 2024-04-01 01:45:20,342 - mmdet - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.5.fc.bias as id 10 2024-04-01 01:45:20,342 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.0.weight as id 11 2024-04-01 01:45:20,342 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.0.bias as id 11 2024-04-01 01:45:20,342 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.1.weight as id 11 2024-04-01 01:45:20,342 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.1.bias as id 11 2024-04-01 01:45:20,342 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.gamma as id 11 2024-04-01 01:45:20,342 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.0.weight as id 11 2024-04-01 01:45:20,342 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.0.bias as id 11 2024-04-01 01:45:20,342 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.1.weight as id 11 2024-04-01 01:45:20,343 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.1.bias as id 11 2024-04-01 01:45:20,343 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.2.weight as id 11 2024-04-01 01:45:20,343 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.2.bias as id 11 2024-04-01 01:45:20,343 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.4.weight as id 11 2024-04-01 01:45:20,343 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.4.bias as id 11 2024-04-01 01:45:20,343 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.5.fc.weight as id 11 2024-04-01 01:45:20,343 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.5.fc.bias as id 11 2024-04-01 01:45:20,343 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.gamma as id 11 2024-04-01 01:45:20,343 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.0.weight as id 11 2024-04-01 01:45:20,343 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.0.bias as id 11 2024-04-01 01:45:20,343 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.1.weight as id 11 2024-04-01 01:45:20,343 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.1.bias as id 11 2024-04-01 01:45:20,343 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.2.weight as id 11 2024-04-01 01:45:20,343 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.2.bias as id 11 2024-04-01 01:45:20,344 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.4.weight as id 11 2024-04-01 01:45:20,344 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.4.bias as id 11 2024-04-01 01:45:20,344 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.5.fc.weight as id 11 2024-04-01 01:45:20,344 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.5.fc.bias as id 11 2024-04-01 01:45:20,344 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.gamma as id 11 2024-04-01 01:45:20,344 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.0.weight as id 11 2024-04-01 01:45:20,344 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.0.bias as id 11 2024-04-01 01:45:20,344 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.1.weight as id 11 2024-04-01 01:45:20,344 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.1.bias as id 11 2024-04-01 01:45:20,344 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.2.weight as id 11 2024-04-01 01:45:20,344 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.2.bias as id 11 2024-04-01 01:45:20,344 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.4.weight as id 11 2024-04-01 01:45:20,344 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.4.bias as id 11 2024-04-01 01:45:20,344 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.5.fc.weight as id 11 2024-04-01 01:45:20,345 - mmdet - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.5.fc.bias as id 11 2024-04-01 01:45:20,345 - mmdet - INFO - set param backbone.norm_modules.0.weight as id 10 2024-04-01 01:45:20,345 - mmdet - INFO - set param backbone.norm_modules.0.bias as id 10 2024-04-01 01:45:20,345 - mmdet - INFO - set param backbone.norm_modules.1.weight as id 10 2024-04-01 01:45:20,345 - mmdet - INFO - set param backbone.norm_modules.1.bias as id 10 2024-04-01 01:45:20,345 - mmdet - INFO - set param backbone.norm_modules.2.weight as id 10 2024-04-01 01:45:20,345 - mmdet - INFO - set param backbone.norm_modules.2.bias as id 10 2024-04-01 01:45:20,345 - mmdet - INFO - set param backbone.norm_modules.3.weight as id 10 2024-04-01 01:45:20,345 - mmdet - INFO - set param backbone.norm_modules.3.bias as id 10 2024-04-01 01:45:20,345 - mmdet - INFO - set param neck.lateral_convs.0.conv.weight as id 10 2024-04-01 01:45:20,345 - mmdet - INFO - set param neck.lateral_convs.0.bn.weight as id 10 2024-04-01 01:45:20,345 - mmdet - INFO - set param neck.lateral_convs.0.bn.bias as id 10 2024-04-01 01:45:20,345 - mmdet - INFO - set param neck.lateral_convs.1.conv.weight as id 10 2024-04-01 01:45:20,345 - mmdet - INFO - set param neck.lateral_convs.1.bn.weight as id 10 2024-04-01 01:45:20,346 - mmdet - INFO - set param neck.lateral_convs.1.bn.bias as id 10 2024-04-01 01:45:20,346 - mmdet - INFO - set param neck.lateral_convs.2.conv.weight as id 10 2024-04-01 01:45:20,346 - mmdet - INFO - set param neck.lateral_convs.2.bn.weight as id 10 2024-04-01 01:45:20,346 - mmdet - INFO - set param neck.lateral_convs.2.bn.bias as id 10 2024-04-01 01:45:20,346 - mmdet - INFO - set param neck.lateral_convs.3.conv.weight as id 10 2024-04-01 01:45:20,346 - mmdet - INFO - set param neck.lateral_convs.3.bn.weight as id 10 2024-04-01 01:45:20,346 - mmdet - INFO - set param neck.lateral_convs.3.bn.bias as id 10 2024-04-01 01:45:20,346 - mmdet - INFO - set param neck.fpn_convs.0.conv.weight as id 10 2024-04-01 01:45:20,346 - mmdet - INFO - set param neck.fpn_convs.0.bn.weight as id 10 2024-04-01 01:45:20,346 - mmdet - INFO - set param neck.fpn_convs.0.bn.bias as id 10 2024-04-01 01:45:20,346 - mmdet - INFO - set param neck.fpn_convs.1.conv.weight as id 10 2024-04-01 01:45:20,346 - mmdet - INFO - set param neck.fpn_convs.1.bn.weight as id 10 2024-04-01 01:45:20,346 - mmdet - INFO - set param neck.fpn_convs.1.bn.bias as id 10 2024-04-01 01:45:20,346 - mmdet - INFO - set param neck.fpn_convs.2.conv.weight as id 10 2024-04-01 01:45:20,346 - mmdet - INFO - set param neck.fpn_convs.2.bn.weight as id 10 2024-04-01 01:45:20,347 - mmdet - INFO - set param neck.fpn_convs.2.bn.bias as id 10 2024-04-01 01:45:20,347 - mmdet - INFO - set param neck.fpn_convs.3.conv.weight as id 10 2024-04-01 01:45:20,347 - mmdet - INFO - set param neck.fpn_convs.3.bn.weight as id 10 2024-04-01 01:45:20,347 - mmdet - INFO - set param neck.fpn_convs.3.bn.bias as id 10 2024-04-01 01:45:20,347 - mmdet - INFO - set param rpn_head.rpn_conv.weight as id 10 2024-04-01 01:45:20,347 - mmdet - INFO - set param rpn_head.rpn_conv.bias as id 10 2024-04-01 01:45:20,347 - mmdet - INFO - set param rpn_head.rpn_cls.weight as id 10 2024-04-01 01:45:20,347 - mmdet - INFO - set param rpn_head.rpn_cls.bias as id 10 2024-04-01 01:45:20,347 - mmdet - INFO - set param rpn_head.rpn_reg.weight as id 10 2024-04-01 01:45:20,347 - mmdet - INFO - set param rpn_head.rpn_reg.bias as id 10 2024-04-01 01:45:20,347 - mmdet - INFO - set param roi_head.bbox_head.0.fc_cls.weight as id 10 2024-04-01 01:45:20,347 - mmdet - INFO - set param roi_head.bbox_head.0.fc_cls.bias as id 10 2024-04-01 01:45:20,347 - mmdet - INFO - set param roi_head.bbox_head.0.fc_reg.weight as id 10 2024-04-01 01:45:20,348 - mmdet - INFO - set param roi_head.bbox_head.0.fc_reg.bias as id 10 2024-04-01 01:45:20,348 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.0.conv.weight as id 10 2024-04-01 01:45:20,348 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.0.bn.weight as id 10 2024-04-01 01:45:20,348 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.0.bn.bias as id 10 2024-04-01 01:45:20,348 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.1.conv.weight as id 10 2024-04-01 01:45:20,348 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.1.bn.weight as id 10 2024-04-01 01:45:20,348 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.1.bn.bias as id 10 2024-04-01 01:45:20,348 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.2.conv.weight as id 10 2024-04-01 01:45:20,348 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.2.bn.weight as id 10 2024-04-01 01:45:20,348 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.2.bn.bias as id 10 2024-04-01 01:45:20,348 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.3.conv.weight as id 10 2024-04-01 01:45:20,348 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.3.bn.weight as id 10 2024-04-01 01:45:20,348 - mmdet - INFO - set param roi_head.bbox_head.0.shared_convs.3.bn.bias as id 10 2024-04-01 01:45:20,348 - mmdet - INFO - set param roi_head.bbox_head.0.shared_fcs.0.weight as id 10 2024-04-01 01:45:20,349 - mmdet - INFO - set param roi_head.bbox_head.0.shared_fcs.0.bias as id 10 2024-04-01 01:45:20,349 - mmdet - INFO - set param roi_head.bbox_head.1.fc_cls.weight as id 10 2024-04-01 01:45:20,349 - mmdet - INFO - set param roi_head.bbox_head.1.fc_cls.bias as id 10 2024-04-01 01:45:20,349 - mmdet - INFO - set param roi_head.bbox_head.1.fc_reg.weight as id 10 2024-04-01 01:45:20,349 - mmdet - INFO - set param roi_head.bbox_head.1.fc_reg.bias as id 10 2024-04-01 01:45:20,349 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.0.conv.weight as id 10 2024-04-01 01:45:20,349 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.0.bn.weight as id 10 2024-04-01 01:45:20,349 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.0.bn.bias as id 10 2024-04-01 01:45:20,349 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.1.conv.weight as id 10 2024-04-01 01:45:20,349 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.1.bn.weight as id 10 2024-04-01 01:45:20,349 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.1.bn.bias as id 10 2024-04-01 01:45:20,349 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.2.conv.weight as id 10 2024-04-01 01:45:20,349 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.2.bn.weight as id 10 2024-04-01 01:45:20,349 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.2.bn.bias as id 10 2024-04-01 01:45:20,349 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.3.conv.weight as id 10 2024-04-01 01:45:20,350 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.3.bn.weight as id 10 2024-04-01 01:45:20,350 - mmdet - INFO - set param roi_head.bbox_head.1.shared_convs.3.bn.bias as id 10 2024-04-01 01:45:20,350 - mmdet - INFO - set param roi_head.bbox_head.1.shared_fcs.0.weight as id 10 2024-04-01 01:45:20,350 - mmdet - INFO - set param roi_head.bbox_head.1.shared_fcs.0.bias as id 10 2024-04-01 01:45:20,350 - mmdet - INFO - set param roi_head.bbox_head.2.fc_cls.weight as id 10 2024-04-01 01:45:20,350 - mmdet - INFO - set param roi_head.bbox_head.2.fc_cls.bias as id 10 2024-04-01 01:45:20,350 - mmdet - INFO - set param roi_head.bbox_head.2.fc_reg.weight as id 10 2024-04-01 01:45:20,350 - mmdet - INFO - set param roi_head.bbox_head.2.fc_reg.bias as id 10 2024-04-01 01:45:20,350 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.0.conv.weight as id 10 2024-04-01 01:45:20,350 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.0.bn.weight as id 10 2024-04-01 01:45:20,350 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.0.bn.bias as id 10 2024-04-01 01:45:20,350 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.1.conv.weight as id 10 2024-04-01 01:45:20,350 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.1.bn.weight as id 10 2024-04-01 01:45:20,350 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.1.bn.bias as id 10 2024-04-01 01:45:20,351 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.2.conv.weight as id 10 2024-04-01 01:45:20,351 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.2.bn.weight as id 10 2024-04-01 01:45:20,351 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.2.bn.bias as id 10 2024-04-01 01:45:20,351 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.3.conv.weight as id 10 2024-04-01 01:45:20,351 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.3.bn.weight as id 10 2024-04-01 01:45:20,351 - mmdet - INFO - set param roi_head.bbox_head.2.shared_convs.3.bn.bias as id 10 2024-04-01 01:45:20,351 - mmdet - INFO - set param roi_head.bbox_head.2.shared_fcs.0.weight as id 10 2024-04-01 01:45:20,351 - mmdet - INFO - set param roi_head.bbox_head.2.shared_fcs.0.bias as id 10 2024-04-01 01:45:20,351 - mmdet - INFO - set param roi_head.mask_head.0.convs.0.conv.weight as id 10 2024-04-01 01:45:20,351 - mmdet - INFO - set param roi_head.mask_head.0.convs.0.conv.bias as id 10 2024-04-01 01:45:20,351 - mmdet - INFO - set param roi_head.mask_head.0.convs.1.conv.weight as id 10 2024-04-01 01:45:20,351 - mmdet - INFO - set param roi_head.mask_head.0.convs.1.conv.bias as id 10 2024-04-01 01:45:20,351 - mmdet - INFO - set param roi_head.mask_head.0.convs.2.conv.weight as id 10 2024-04-01 01:45:20,352 - mmdet - INFO - set param roi_head.mask_head.0.convs.2.conv.bias as id 10 2024-04-01 01:45:20,352 - mmdet - INFO - set param roi_head.mask_head.0.convs.3.conv.weight as id 10 2024-04-01 01:45:20,352 - mmdet - INFO - set param roi_head.mask_head.0.convs.3.conv.bias as id 10 2024-04-01 01:45:20,352 - mmdet - INFO - set param roi_head.mask_head.0.upsample.weight as id 10 2024-04-01 01:45:20,352 - mmdet - INFO - set param roi_head.mask_head.0.upsample.bias as id 10 2024-04-01 01:45:20,352 - mmdet - INFO - set param roi_head.mask_head.0.conv_logits.weight as id 10 2024-04-01 01:45:20,352 - mmdet - INFO - set param roi_head.mask_head.0.conv_logits.bias as id 10 2024-04-01 01:45:20,352 - mmdet - INFO - set param roi_head.mask_head.1.convs.0.conv.weight as id 10 2024-04-01 01:45:20,352 - mmdet - INFO - set param roi_head.mask_head.1.convs.0.conv.bias as id 10 2024-04-01 01:45:20,352 - mmdet - INFO - set param roi_head.mask_head.1.convs.1.conv.weight as id 10 2024-04-01 01:45:20,352 - mmdet - INFO - set param roi_head.mask_head.1.convs.1.conv.bias as id 10 2024-04-01 01:45:20,352 - mmdet - INFO - set param roi_head.mask_head.1.convs.2.conv.weight as id 10 2024-04-01 01:45:20,352 - mmdet - INFO - set param roi_head.mask_head.1.convs.2.conv.bias as id 10 2024-04-01 01:45:20,352 - mmdet - INFO - set param roi_head.mask_head.1.convs.3.conv.weight as id 10 2024-04-01 01:45:20,353 - mmdet - INFO - set param roi_head.mask_head.1.convs.3.conv.bias as id 10 2024-04-01 01:45:20,353 - mmdet - INFO - set param roi_head.mask_head.1.upsample.weight as id 10 2024-04-01 01:45:20,353 - mmdet - INFO - set param roi_head.mask_head.1.upsample.bias as id 10 2024-04-01 01:45:20,353 - mmdet - INFO - set param roi_head.mask_head.1.conv_logits.weight as id 10 2024-04-01 01:45:20,353 - mmdet - INFO - set param roi_head.mask_head.1.conv_logits.bias as id 10 2024-04-01 01:45:20,353 - mmdet - INFO - set param roi_head.mask_head.2.convs.0.conv.weight as id 10 2024-04-01 01:45:20,353 - mmdet - INFO - set param roi_head.mask_head.2.convs.0.conv.bias as id 10 2024-04-01 01:45:20,353 - mmdet - INFO - set param roi_head.mask_head.2.convs.1.conv.weight as id 10 2024-04-01 01:45:20,353 - mmdet - INFO - set param roi_head.mask_head.2.convs.1.conv.bias as id 10 2024-04-01 01:45:20,353 - mmdet - INFO - set param roi_head.mask_head.2.convs.2.conv.weight as id 10 2024-04-01 01:45:20,353 - mmdet - INFO - set param roi_head.mask_head.2.convs.2.conv.bias as id 10 2024-04-01 01:45:20,353 - mmdet - INFO - set param roi_head.mask_head.2.convs.3.conv.weight as id 10 2024-04-01 01:45:20,353 - mmdet - INFO - set param roi_head.mask_head.2.convs.3.conv.bias as id 10 2024-04-01 01:45:20,353 - mmdet - INFO - set param roi_head.mask_head.2.upsample.weight as id 10 2024-04-01 01:45:20,354 - mmdet - INFO - set param roi_head.mask_head.2.upsample.bias as id 10 2024-04-01 01:45:20,354 - mmdet - INFO - set param roi_head.mask_head.2.conv_logits.weight as id 10 2024-04-01 01:45:20,354 - mmdet - INFO - set param roi_head.mask_head.2.conv_logits.bias as id 10 2024-04-01 01:45:20,355 - mmdet - INFO - Param groups = { "layer_0_decay": { "param_names": [ "backbone.timm_model.stem.stem.0.weight" ], "lr_scale": 0.05764800999999997, "lr": 4.611840799999998e-06, "weight_decay": 0.05 }, "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": 0.05764800999999997, "lr": 4.611840799999998e-06, "weight_decay": 0.0 }, "layer_1_no_decay": { "param_names": [ "backbone.timm_model.dense_stages_0.0.dense_block0.gamma", "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.0.bias", "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.1.weight", "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.1.bias", "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.2.bias", "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.4.bias", "backbone.timm_model.dense_stages_0.0.dense_block1.gamma", "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.0.bias", "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.1.weight", "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.1.bias", "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.2.bias", "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.4.bias", "backbone.timm_model.dense_stages_0.0.dense_block2.gamma", "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.0.bias", "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.1.weight", "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.1.bias", "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.2.bias", "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.4.bias" ], "lr_scale": 0.08235429999999996, "lr": 6.588343999999998e-06, "weight_decay": 0.0 }, "layer_1_decay": { "param_names": [ "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.0.weight", "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.2.weight", "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.4.weight", "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.0.weight", "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.2.weight", "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.4.weight", "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.0.weight", "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.2.weight", "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.4.weight" ], "lr_scale": 0.08235429999999996, "lr": 6.588343999999998e-06, "weight_decay": 0.05 }, "layer_2_no_decay": { "param_names": [ "backbone.timm_model.dense_stages_1.0.weight", "backbone.timm_model.dense_stages_1.0.bias", "backbone.timm_model.dense_stages_1.1.bias", "backbone.timm_model.dense_stages_1.2.dense_block0.gamma", "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.0.bias", "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.1.weight", "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.1.bias", "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.2.bias", "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.bias", "backbone.timm_model.dense_stages_1.2.dense_block1.gamma", "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.0.bias", "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.1.weight", "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.1.bias", "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.2.bias", "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.bias", "backbone.timm_model.dense_stages_1.2.dense_block2.gamma", "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.0.bias", "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.1.weight", "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.1.bias", "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.2.bias", "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.bias" ], "lr_scale": 0.11764899999999996, "lr": 9.411919999999998e-06, "weight_decay": 0.0 }, "layer_2_decay": { "param_names": [ 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"backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.5.fc.bias", "backbone.timm_model.dense_stages_2.2.dense_block2.gamma", "backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.0.bias", "backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.1.weight", "backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.1.bias", "backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.2.bias", "backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.4.bias", "backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.5.fc.bias" ], "lr_scale": 0.16806999999999994, "lr": 1.3445599999999997e-05, "weight_decay": 0.0 }, "layer_3_decay": { "param_names": [ "backbone.timm_model.dense_stages_2.1.weight", "backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.0.weight", "backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.2.weight", "backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.4.weight", "backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.5.fc.weight", "backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.0.weight", "backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.2.weight", "backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.4.weight", "backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.5.fc.weight", "backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.0.weight", "backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.2.weight", "backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.4.weight", "backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.5.fc.weight" ], "lr_scale": 0.16806999999999994, "lr": 1.3445599999999997e-05, "weight_decay": 0.05 }, "layer_4_no_decay": { "param_names": [ "backbone.timm_model.dense_stages_3.0.weight", "backbone.timm_model.dense_stages_3.0.bias", "backbone.timm_model.dense_stages_3.1.bias", 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"backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.5.fc.bias", "backbone.timm_model.dense_stages_3.2.dense_block2.gamma", "backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.0.bias", "backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.1.weight", "backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.1.bias", "backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.2.bias", "backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.4.bias", "backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.5.fc.bias" ], "lr_scale": 0.24009999999999995, "lr": 1.9207999999999996e-05, "weight_decay": 0.0 }, "layer_4_decay": { "param_names": [ "backbone.timm_model.dense_stages_3.1.weight", "backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.0.weight", "backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.2.weight", "backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.4.weight", 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"backbone.timm_model.dense_stages_5.2.dense_block0.gamma", "backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.0.bias", "backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.1.weight", "backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.1.bias", "backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.2.bias", "backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.4.bias", "backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.5.fc.bias", "backbone.timm_model.dense_stages_5.2.dense_block1.gamma", "backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.0.bias", "backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.1.weight", "backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.1.bias", "backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.2.bias", "backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.4.bias", "backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.5.fc.bias", "backbone.timm_model.dense_stages_5.2.dense_block2.gamma", "backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.0.bias", "backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.1.weight", "backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.1.bias", "backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.2.bias", "backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.4.bias", "backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.5.fc.bias" ], "lr_scale": 0.48999999999999994, "lr": 3.92e-05, "weight_decay": 0.0 }, "layer_6_decay": { "param_names": [ "backbone.timm_model.dense_stages_5.1.weight", "backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.0.weight", "backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.2.weight", "backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.4.weight", 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"backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.4.weight", "backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.5.fc.weight", "backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.0.weight", "backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.2.weight", "backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.4.weight", "backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.5.fc.weight", "backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.0.weight", "backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.2.weight", "backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.4.weight", "backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.5.fc.weight" ], "lr_scale": 2.9154518950437325, "lr": 0.0002332361516034986, "weight_decay": 0.05 } } 2024-04-01 01:45:20,979 - mmdet - INFO - Start running, host: nsml@27b4a32984fe, work_dir: /app/work_dirs/cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn 2024-04-01 01:45:20,980 - 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 -------------------- 2024-04-01 01:45:20,980 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs 2024-04-01 01:45:20,983 - mmdet - INFO - Checkpoints will be saved to /app/work_dirs/cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn by HardDiskBackend. 2024-04-01 01:46:41,668 - mmdet - INFO - Epoch [1][50/7330] lr: 2.304e-07, eta: 4 days, 18:23:02, time: 1.561, data_time: 0.137, memory: 26368, loss_rpn_cls: 0.6881, loss_rpn_bbox: 0.0618, s0.loss_cls: 2.9629, s0.acc: 64.4814, s0.loss_bbox: 0.0697, s0.loss_mask: 0.6937, s1.loss_cls: 1.5217, s1.acc: 65.4407, s1.loss_bbox: 0.0098, s1.loss_mask: 0.3474, s2.loss_cls: 0.8409, s2.acc: 54.8955, s2.loss_bbox: 0.0011, s2.loss_mask: 0.1746, loss: 7.3718 2024-04-01 01:47:53,135 - mmdet - INFO - Epoch [1][100/7330] lr: 4.607e-07, eta: 4 days, 13:31:49, time: 1.429, data_time: 0.056, memory: 26368, loss_rpn_cls: 0.6300, loss_rpn_bbox: 0.0583, s0.loss_cls: 0.3909, s0.acc: 95.5300, s0.loss_bbox: 0.1410, s0.loss_mask: 0.6905, s1.loss_cls: 0.1419, s1.acc: 97.5530, s1.loss_bbox: 0.0205, s1.loss_mask: 0.3449, s2.loss_cls: 0.0571, s2.acc: 98.3777, s2.loss_bbox: 0.0024, s2.loss_mask: 0.1728, loss: 2.6502 2024-04-01 01:49:03,466 - mmdet - INFO - Epoch [1][150/7330] lr: 6.911e-07, eta: 4 days, 11:21:53, time: 1.407, data_time: 0.053, memory: 26368, loss_rpn_cls: 0.4640, loss_rpn_bbox: 0.0645, s0.loss_cls: 0.3630, s0.acc: 94.7302, s0.loss_bbox: 0.1721, s0.loss_mask: 0.6825, s1.loss_cls: 0.1095, s1.acc: 97.1997, s1.loss_bbox: 0.0252, s1.loss_mask: 0.3392, s2.loss_cls: 0.0379, s2.acc: 98.2097, s2.loss_bbox: 0.0031, s2.loss_mask: 0.1694, loss: 2.4303 2024-04-01 01:50:14,240 - mmdet - INFO - Epoch [1][200/7330] lr: 9.215e-07, eta: 4 days, 10:25:36, time: 1.415, data_time: 0.051, memory: 26368, loss_rpn_cls: 0.2458, loss_rpn_bbox: 0.0578, s0.loss_cls: 0.3991, s0.acc: 93.6079, s0.loss_bbox: 0.2232, s0.loss_mask: 0.6456, s1.loss_cls: 0.1124, s1.acc: 96.8179, s1.loss_bbox: 0.0323, s1.loss_mask: 0.3221, s2.loss_cls: 0.0362, s2.acc: 98.1240, s2.loss_bbox: 0.0038, s2.loss_mask: 0.1610, loss: 2.2393 2024-04-01 01:51:26,085 - mmdet - INFO - Epoch [1][250/7330] lr: 1.152e-06, eta: 4 days, 10:10:09, time: 1.437, data_time: 0.056, memory: 26368, loss_rpn_cls: 0.1489, loss_rpn_bbox: 0.0590, s0.loss_cls: 0.4260, s0.acc: 92.5310, s0.loss_bbox: 0.2701, s0.loss_mask: 0.5835, s1.loss_cls: 0.1199, s1.acc: 96.3276, s1.loss_bbox: 0.0400, s1.loss_mask: 0.2934, s2.loss_cls: 0.0370, s2.acc: 97.9525, s2.loss_bbox: 0.0046, s2.loss_mask: 0.1476, loss: 2.1301 2024-04-01 01:52:40,324 - mmdet - INFO - Epoch [1][300/7330] lr: 1.382e-06, eta: 4 days, 10:34:15, time: 1.484, data_time: 0.055, memory: 26368, loss_rpn_cls: 0.1301, loss_rpn_bbox: 0.0552, s0.loss_cls: 0.4418, s0.acc: 92.0278, s0.loss_bbox: 0.3007, s0.loss_mask: 0.5416, s1.loss_cls: 0.1251, s1.acc: 95.9915, s1.loss_bbox: 0.0458, s1.loss_mask: 0.2704, s2.loss_cls: 0.0379, s2.acc: 97.8305, s2.loss_bbox: 0.0054, s2.loss_mask: 0.1371, loss: 2.0912 2024-04-01 01:53:57,640 - mmdet - INFO - Epoch [1][350/7330] lr: 1.613e-06, eta: 4 days, 11:30:13, time: 1.547, data_time: 0.063, memory: 26368, loss_rpn_cls: 0.1168, loss_rpn_bbox: 0.0560, s0.loss_cls: 0.4659, s0.acc: 91.2511, s0.loss_bbox: 0.3398, s0.loss_mask: 0.5039, s1.loss_cls: 0.1307, s1.acc: 95.5060, s1.loss_bbox: 0.0533, s1.loss_mask: 0.2530, s2.loss_cls: 0.0385, s2.acc: 97.6551, s2.loss_bbox: 0.0063, s2.loss_mask: 0.1293, loss: 2.0937 2024-04-01 01:55:12,459 - mmdet - INFO - Epoch [1][400/7330] lr: 1.843e-06, eta: 4 days, 11:44:15, time: 1.496, data_time: 0.056, memory: 26368, loss_rpn_cls: 0.1058, loss_rpn_bbox: 0.0553, s0.loss_cls: 0.4358, s0.acc: 91.6823, s0.loss_bbox: 0.3242, s0.loss_mask: 0.4761, s1.loss_cls: 0.1254, s1.acc: 95.4817, s1.loss_bbox: 0.0550, s1.loss_mask: 0.2396, s2.loss_cls: 0.0369, s2.acc: 97.6094, s2.loss_bbox: 0.0066, s2.loss_mask: 0.1212, loss: 1.9821 2024-04-01 01:56:28,311 - mmdet - INFO - Epoch [1][450/7330] lr: 2.073e-06, eta: 4 days, 12:04:58, time: 1.517, data_time: 0.059, memory: 26368, loss_rpn_cls: 0.0960, loss_rpn_bbox: 0.0490, s0.loss_cls: 0.4135, s0.acc: 91.9287, s0.loss_bbox: 0.3149, s0.loss_mask: 0.4361, s1.loss_cls: 0.1233, s1.acc: 95.3231, s1.loss_bbox: 0.0602, s1.loss_mask: 0.2194, s2.loss_cls: 0.0366, s2.acc: 97.4697, s2.loss_bbox: 0.0078, s2.loss_mask: 0.1124, loss: 1.8691 2024-04-01 01:57:40,337 - mmdet - INFO - Epoch [1][500/7330] lr: 2.304e-06, eta: 4 days, 11:47:42, time: 1.441, data_time: 0.066, memory: 26368, loss_rpn_cls: 0.0999, loss_rpn_bbox: 0.0526, s0.loss_cls: 0.4147, s0.acc: 91.7084, s0.loss_bbox: 0.3232, s0.loss_mask: 0.4339, s1.loss_cls: 0.1299, s1.acc: 94.8839, s1.loss_bbox: 0.0673, s1.loss_mask: 0.2142, s2.loss_cls: 0.0390, s2.acc: 97.1868, s2.loss_bbox: 0.0095, s2.loss_mask: 0.1092, loss: 1.8934 2024-04-01 01:58:53,867 - mmdet - INFO - Epoch [1][550/7330] lr: 2.534e-06, eta: 4 days, 11:45:21, time: 1.471, data_time: 0.062, memory: 26368, loss_rpn_cls: 0.0905, loss_rpn_bbox: 0.0476, s0.loss_cls: 0.4052, s0.acc: 91.4907, s0.loss_bbox: 0.3291, s0.loss_mask: 0.4221, s1.loss_cls: 0.1377, s1.acc: 94.3680, s1.loss_bbox: 0.0780, s1.loss_mask: 0.2052, s2.loss_cls: 0.0418, s2.acc: 96.8382, s2.loss_bbox: 0.0116, s2.loss_mask: 0.1049, loss: 1.8736 2024-04-01 02:00:06,891 - mmdet - INFO - Epoch [1][600/7330] lr: 2.764e-06, eta: 4 days, 11:39:28, time: 1.460, data_time: 0.050, memory: 26368, loss_rpn_cls: 0.0853, loss_rpn_bbox: 0.0477, s0.loss_cls: 0.3625, s0.acc: 92.2009, s0.loss_bbox: 0.3062, s0.loss_mask: 0.4168, s1.loss_cls: 0.1305, s1.acc: 94.4145, s1.loss_bbox: 0.0834, s1.loss_mask: 0.2011, s2.loss_cls: 0.0411, s2.acc: 96.6249, s2.loss_bbox: 0.0139, s2.loss_mask: 0.0996, loss: 1.7881 2024-04-01 02:01:18,837 - mmdet - INFO - Epoch [1][650/7330] lr: 2.995e-06, eta: 4 days, 11:27:03, time: 1.439, data_time: 0.054, memory: 26368, loss_rpn_cls: 0.0872, loss_rpn_bbox: 0.0473, s0.loss_cls: 0.3647, s0.acc: 91.7621, s0.loss_bbox: 0.3142, s0.loss_mask: 0.4045, s1.loss_cls: 0.1383, s1.acc: 93.8161, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1920, s2.loss_cls: 0.0444, s2.acc: 96.2390, s2.loss_bbox: 0.0164, s2.loss_mask: 0.0953, loss: 1.7960 2024-04-01 02:02:32,481 - mmdet - INFO - Epoch [1][700/7330] lr: 3.225e-06, eta: 4 days, 11:26:51, time: 1.473, data_time: 0.058, memory: 26368, loss_rpn_cls: 0.0764, loss_rpn_bbox: 0.0438, s0.loss_cls: 0.3535, s0.acc: 91.7364, s0.loss_bbox: 0.3223, s0.loss_mask: 0.3981, s1.loss_cls: 0.1406, s1.acc: 93.3160, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1871, s2.loss_cls: 0.0460, s2.acc: 95.7289, s2.loss_bbox: 0.0205, s2.loss_mask: 0.0921, loss: 1.7848 2024-04-01 02:03:41,878 - mmdet - INFO - Epoch [1][750/7330] lr: 3.455e-06, eta: 4 days, 11:01:44, time: 1.388, data_time: 0.054, memory: 26368, loss_rpn_cls: 0.0799, loss_rpn_bbox: 0.0502, s0.loss_cls: 0.3417, s0.acc: 91.7402, s0.loss_bbox: 0.3188, s0.loss_mask: 0.3966, s1.loss_cls: 0.1387, s1.acc: 93.2253, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1847, s2.loss_cls: 0.0464, s2.acc: 95.6427, s2.loss_bbox: 0.0215, s2.loss_mask: 0.0897, loss: 1.7727 2024-04-01 02:04:57,357 - mmdet - INFO - Epoch [1][800/7330] lr: 3.686e-06, eta: 4 days, 11:12:47, time: 1.509, data_time: 0.050, memory: 26368, loss_rpn_cls: 0.0792, loss_rpn_bbox: 0.0489, s0.loss_cls: 0.3242, s0.acc: 92.1504, s0.loss_bbox: 0.3055, s0.loss_mask: 0.3818, s1.loss_cls: 0.1351, s1.acc: 93.2626, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1766, s2.loss_cls: 0.0467, s2.acc: 95.3343, s2.loss_bbox: 0.0245, s2.loss_mask: 0.0849, loss: 1.7155 2024-04-01 02:06:11,436 - mmdet - INFO - Epoch [1][850/7330] lr: 3.916e-06, eta: 4 days, 11:15:24, time: 1.482, data_time: 0.058, memory: 26368, loss_rpn_cls: 0.0762, loss_rpn_bbox: 0.0447, s0.loss_cls: 0.3073, s0.acc: 92.2013, s0.loss_bbox: 0.2952, s0.loss_mask: 0.3699, s1.loss_cls: 0.1341, s1.acc: 92.9981, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1705, s2.loss_cls: 0.0488, s2.acc: 94.8940, s2.loss_bbox: 0.0270, s2.loss_mask: 0.0818, loss: 1.6662 2024-04-01 02:07:25,300 - mmdet - INFO - Epoch [1][900/7330] lr: 4.147e-06, eta: 4 days, 11:16:26, time: 1.477, data_time: 0.055, memory: 26368, loss_rpn_cls: 0.0767, loss_rpn_bbox: 0.0456, s0.loss_cls: 0.3076, s0.acc: 92.1864, s0.loss_bbox: 0.2973, s0.loss_mask: 0.3630, s1.loss_cls: 0.1342, s1.acc: 93.0441, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1682, s2.loss_cls: 0.0493, s2.acc: 94.8623, s2.loss_bbox: 0.0290, s2.loss_mask: 0.0798, loss: 1.6643 2024-04-01 02:08:39,713 - mmdet - INFO - Epoch [1][950/7330] lr: 4.377e-06, eta: 4 days, 11:19:39, time: 1.488, data_time: 0.062, memory: 26368, loss_rpn_cls: 0.0811, loss_rpn_bbox: 0.0449, s0.loss_cls: 0.3013, s0.acc: 92.1729, s0.loss_bbox: 0.2934, s0.loss_mask: 0.3608, s1.loss_cls: 0.1340, s1.acc: 92.8441, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1657, s2.loss_cls: 0.0506, s2.acc: 94.5967, s2.loss_bbox: 0.0311, s2.loss_mask: 0.0786, loss: 1.6574 2024-04-01 02:09:51,459 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-01 02:09:51,459 - mmdet - INFO - Epoch [1][1000/7330] lr: 4.607e-06, eta: 4 days, 11:10:57, time: 1.435, data_time: 0.059, memory: 26368, loss_rpn_cls: 0.0723, loss_rpn_bbox: 0.0455, s0.loss_cls: 0.2861, s0.acc: 92.3466, s0.loss_bbox: 0.2958, s0.loss_mask: 0.3650, s1.loss_cls: 0.1289, s1.acc: 92.9079, s1.loss_bbox: 0.1185, s1.loss_mask: 0.1666, s2.loss_cls: 0.0500, s2.acc: 94.3779, s2.loss_bbox: 0.0334, s2.loss_mask: 0.0784, loss: 1.6405 2024-04-01 02:11:06,459 - mmdet - INFO - Epoch [1][1050/7330] lr: 4.612e-06, eta: 4 days, 11:16:26, time: 1.500, data_time: 0.055, memory: 26396, loss_rpn_cls: 0.0740, loss_rpn_bbox: 0.0472, s0.loss_cls: 0.2823, s0.acc: 92.3312, s0.loss_bbox: 0.2874, s0.loss_mask: 0.3553, s1.loss_cls: 0.1300, s1.acc: 92.7158, s1.loss_bbox: 0.1211, s1.loss_mask: 0.1648, s2.loss_cls: 0.0519, s2.acc: 94.0519, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0779, loss: 1.6277 2024-04-01 02:12:20,680 - mmdet - INFO - Epoch [1][1100/7330] lr: 4.612e-06, eta: 4 days, 11:18:07, time: 1.484, data_time: 0.059, memory: 26396, loss_rpn_cls: 0.0696, loss_rpn_bbox: 0.0434, s0.loss_cls: 0.2640, s0.acc: 92.7994, s0.loss_bbox: 0.2732, s0.loss_mask: 0.3507, s1.loss_cls: 0.1212, s1.acc: 93.0766, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1593, s2.loss_cls: 0.0501, s2.acc: 94.1973, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0739, loss: 1.5571 2024-04-01 02:13:31,107 - mmdet - INFO - Epoch [1][1150/7330] lr: 4.612e-06, eta: 4 days, 11:05:17, time: 1.409, data_time: 0.063, memory: 26396, loss_rpn_cls: 0.0718, loss_rpn_bbox: 0.0433, s0.loss_cls: 0.2694, s0.acc: 92.5599, s0.loss_bbox: 0.2779, s0.loss_mask: 0.3493, s1.loss_cls: 0.1280, s1.acc: 92.6261, s1.loss_bbox: 0.1199, s1.loss_mask: 0.1592, s2.loss_cls: 0.0537, s2.acc: 93.7086, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0739, loss: 1.5854 2024-04-01 02:14:46,019 - mmdet - INFO - Epoch [1][1200/7330] lr: 4.612e-06, eta: 4 days, 11:09:41, time: 1.498, data_time: 0.058, memory: 26396, loss_rpn_cls: 0.0766, loss_rpn_bbox: 0.0436, s0.loss_cls: 0.2580, s0.acc: 92.7284, s0.loss_bbox: 0.2720, s0.loss_mask: 0.3416, s1.loss_cls: 0.1239, s1.acc: 92.7883, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1578, s2.loss_cls: 0.0521, s2.acc: 93.7805, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0734, loss: 1.5574 2024-04-01 02:15:59,062 - mmdet - INFO - Epoch [1][1250/7330] lr: 4.612e-06, eta: 4 days, 11:07:05, time: 1.461, data_time: 0.059, memory: 26396, loss_rpn_cls: 0.0732, loss_rpn_bbox: 0.0449, s0.loss_cls: 0.2683, s0.acc: 92.4132, s0.loss_bbox: 0.2815, s0.loss_mask: 0.3392, s1.loss_cls: 0.1252, s1.acc: 92.5800, s1.loss_bbox: 0.1215, s1.loss_mask: 0.1569, s2.loss_cls: 0.0526, s2.acc: 93.5813, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0734, loss: 1.5772 2024-04-01 02:17:11,501 - mmdet - INFO - Epoch [1][1300/7330] lr: 4.612e-06, eta: 4 days, 11:02:35, time: 1.449, data_time: 0.058, memory: 26396, loss_rpn_cls: 0.0684, loss_rpn_bbox: 0.0420, s0.loss_cls: 0.2461, s0.acc: 93.1188, s0.loss_bbox: 0.2649, s0.loss_mask: 0.3473, s1.loss_cls: 0.1164, s1.acc: 93.1937, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1576, s2.loss_cls: 0.0496, s2.acc: 94.0256, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0721, loss: 1.5197 2024-04-01 02:18:27,037 - mmdet - INFO - Epoch [1][1350/7330] lr: 4.612e-06, eta: 4 days, 11:08:21, time: 1.511, data_time: 0.056, memory: 26396, loss_rpn_cls: 0.0664, loss_rpn_bbox: 0.0414, s0.loss_cls: 0.2457, s0.acc: 93.0593, s0.loss_bbox: 0.2632, s0.loss_mask: 0.3363, s1.loss_cls: 0.1171, s1.acc: 93.1501, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1539, s2.loss_cls: 0.0506, s2.acc: 93.8643, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0712, loss: 1.5023 2024-04-01 02:19:38,947 - mmdet - INFO - Epoch [1][1400/7330] lr: 4.612e-06, eta: 4 days, 11:02:17, time: 1.438, data_time: 0.062, memory: 26396, loss_rpn_cls: 0.0686, loss_rpn_bbox: 0.0433, s0.loss_cls: 0.2401, s0.acc: 93.0856, s0.loss_bbox: 0.2621, s0.loss_mask: 0.3343, s1.loss_cls: 0.1129, s1.acc: 93.2159, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1517, s2.loss_cls: 0.0493, s2.acc: 93.8213, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0696, loss: 1.4880 2024-04-01 02:20:52,882 - mmdet - INFO - Epoch [1][1450/7330] lr: 4.612e-06, eta: 4 days, 11:02:35, time: 1.478, data_time: 0.054, memory: 26396, loss_rpn_cls: 0.0672, loss_rpn_bbox: 0.0416, s0.loss_cls: 0.2420, s0.acc: 93.0665, s0.loss_bbox: 0.2584, s0.loss_mask: 0.3241, s1.loss_cls: 0.1171, s1.acc: 93.0100, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1483, s2.loss_cls: 0.0516, s2.acc: 93.7135, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0683, loss: 1.4787 2024-04-01 02:22:09,449 - mmdet - INFO - Epoch [1][1500/7330] lr: 4.612e-06, eta: 4 days, 11:10:36, time: 1.532, data_time: 0.064, memory: 26396, loss_rpn_cls: 0.0690, loss_rpn_bbox: 0.0456, s0.loss_cls: 0.2464, s0.acc: 92.8070, s0.loss_bbox: 0.2736, s0.loss_mask: 0.3326, s1.loss_cls: 0.1166, s1.acc: 92.9489, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1514, s2.loss_cls: 0.0522, s2.acc: 93.4974, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0700, loss: 1.5173 2024-04-01 02:23:21,244 - mmdet - INFO - Epoch [1][1550/7330] lr: 4.612e-06, eta: 4 days, 11:04:30, time: 1.436, data_time: 0.064, memory: 26396, loss_rpn_cls: 0.0684, loss_rpn_bbox: 0.0432, s0.loss_cls: 0.2585, s0.acc: 92.6080, s0.loss_bbox: 0.2760, s0.loss_mask: 0.3288, s1.loss_cls: 0.1195, s1.acc: 92.8174, s1.loss_bbox: 0.1169, s1.loss_mask: 0.1502, s2.loss_cls: 0.0523, s2.acc: 93.4709, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0695, loss: 1.5247 2024-04-01 02:24:35,983 - mmdet - INFO - Epoch [1][1600/7330] lr: 4.612e-06, eta: 4 days, 11:06:44, time: 1.495, data_time: 0.057, memory: 26396, loss_rpn_cls: 0.0641, loss_rpn_bbox: 0.0415, s0.loss_cls: 0.2389, s0.acc: 92.9089, s0.loss_bbox: 0.2658, s0.loss_mask: 0.3271, s1.loss_cls: 0.1113, s1.acc: 93.0702, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1491, s2.loss_cls: 0.0504, s2.acc: 93.5649, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0679, loss: 1.4717 2024-04-01 02:25:46,885 - mmdet - INFO - Epoch [1][1650/7330] lr: 4.612e-06, eta: 4 days, 10:58:36, time: 1.418, data_time: 0.048, memory: 26396, loss_rpn_cls: 0.0676, loss_rpn_bbox: 0.0411, s0.loss_cls: 0.2228, s0.acc: 93.4335, s0.loss_bbox: 0.2475, s0.loss_mask: 0.3090, s1.loss_cls: 0.1064, s1.acc: 93.4590, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1420, s2.loss_cls: 0.0480, s2.acc: 93.9442, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0652, loss: 1.4011 2024-04-01 02:27:02,072 - mmdet - INFO - Epoch [1][1700/7330] lr: 4.612e-06, eta: 4 days, 11:01:53, time: 1.504, data_time: 0.051, memory: 26396, loss_rpn_cls: 0.0623, loss_rpn_bbox: 0.0395, s0.loss_cls: 0.2296, s0.acc: 93.2871, s0.loss_bbox: 0.2576, s0.loss_mask: 0.3265, s1.loss_cls: 0.1072, s1.acc: 93.3474, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1479, s2.loss_cls: 0.0478, s2.acc: 93.8972, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0680, loss: 1.4397 2024-04-01 02:28:17,810 - mmdet - INFO - Epoch [1][1750/7330] lr: 4.612e-06, eta: 4 days, 11:06:17, time: 1.515, data_time: 0.058, memory: 26396, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0422, s0.loss_cls: 0.2314, s0.acc: 93.2358, s0.loss_bbox: 0.2624, s0.loss_mask: 0.3189, s1.loss_cls: 0.1078, s1.acc: 93.4120, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1469, s2.loss_cls: 0.0483, s2.acc: 93.7766, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0673, loss: 1.4447 2024-04-01 02:29:34,290 - mmdet - INFO - Epoch [1][1800/7330] lr: 4.612e-06, eta: 4 days, 11:12:11, time: 1.530, data_time: 0.052, memory: 26396, loss_rpn_cls: 0.0633, loss_rpn_bbox: 0.0429, s0.loss_cls: 0.2251, s0.acc: 93.3043, s0.loss_bbox: 0.2573, s0.loss_mask: 0.3163, s1.loss_cls: 0.1059, s1.acc: 93.4198, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1462, s2.loss_cls: 0.0474, s2.acc: 93.9664, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0668, loss: 1.4218 2024-04-01 02:30:47,888 - mmdet - INFO - Epoch [1][1850/7330] lr: 4.612e-06, eta: 4 days, 11:10:50, time: 1.472, data_time: 0.057, memory: 26396, loss_rpn_cls: 0.0644, loss_rpn_bbox: 0.0426, s0.loss_cls: 0.2311, s0.acc: 92.9890, s0.loss_bbox: 0.2673, s0.loss_mask: 0.3185, s1.loss_cls: 0.1095, s1.acc: 93.0720, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1461, s2.loss_cls: 0.0498, s2.acc: 93.4789, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0676, loss: 1.4529 2024-04-01 02:32:02,867 - mmdet - INFO - Epoch [1][1900/7330] lr: 4.612e-06, eta: 4 days, 11:12:45, time: 1.500, data_time: 0.059, memory: 26396, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0410, s0.loss_cls: 0.2236, s0.acc: 93.2546, s0.loss_bbox: 0.2574, s0.loss_mask: 0.3139, s1.loss_cls: 0.1076, s1.acc: 93.3126, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1415, s2.loss_cls: 0.0494, s2.acc: 93.7295, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0650, loss: 1.4143 2024-04-01 02:33:15,230 - mmdet - INFO - Epoch [1][1950/7330] lr: 4.612e-06, eta: 4 days, 11:08:34, time: 1.447, data_time: 0.057, memory: 26396, loss_rpn_cls: 0.0617, loss_rpn_bbox: 0.0405, s0.loss_cls: 0.2112, s0.acc: 93.4978, s0.loss_bbox: 0.2518, s0.loss_mask: 0.3102, s1.loss_cls: 0.0999, s1.acc: 93.7279, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1428, s2.loss_cls: 0.0457, s2.acc: 94.0500, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0657, loss: 1.3819 2024-04-01 02:34:31,643 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-01 02:34:31,644 - mmdet - INFO - Epoch [1][2000/7330] lr: 4.612e-06, eta: 4 days, 11:13:28, time: 1.529, data_time: 0.048, memory: 26396, loss_rpn_cls: 0.0620, loss_rpn_bbox: 0.0404, s0.loss_cls: 0.2074, s0.acc: 93.6543, s0.loss_bbox: 0.2503, s0.loss_mask: 0.3105, s1.loss_cls: 0.0995, s1.acc: 93.6086, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1419, s2.loss_cls: 0.0460, s2.acc: 93.8708, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0657, loss: 1.3750 2024-04-01 02:35:46,975 - mmdet - INFO - Epoch [1][2050/7330] lr: 4.612e-06, eta: 4 days, 11:15:42, time: 1.507, data_time: 0.052, memory: 26396, loss_rpn_cls: 0.0645, loss_rpn_bbox: 0.0444, s0.loss_cls: 0.2149, s0.acc: 93.3452, s0.loss_bbox: 0.2585, s0.loss_mask: 0.3177, s1.loss_cls: 0.1037, s1.acc: 93.3958, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1458, s2.loss_cls: 0.0472, s2.acc: 93.8180, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0668, loss: 1.4161 2024-04-01 02:37:01,280 - mmdet - INFO - Epoch [1][2100/7330] lr: 4.612e-06, eta: 4 days, 11:15:39, time: 1.486, data_time: 0.059, memory: 26396, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0394, s0.loss_cls: 0.2197, s0.acc: 93.2801, s0.loss_bbox: 0.2558, s0.loss_mask: 0.3101, s1.loss_cls: 0.1042, s1.acc: 93.3534, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1417, s2.loss_cls: 0.0487, s2.acc: 93.6286, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0652, loss: 1.4009 2024-04-01 02:38:16,989 - mmdet - INFO - Epoch [1][2150/7330] lr: 4.612e-06, eta: 4 days, 11:18:23, time: 1.514, data_time: 0.065, memory: 26396, loss_rpn_cls: 0.0597, loss_rpn_bbox: 0.0405, s0.loss_cls: 0.2205, s0.acc: 93.2983, s0.loss_bbox: 0.2613, s0.loss_mask: 0.3032, s1.loss_cls: 0.1044, s1.acc: 93.4162, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1428, s2.loss_cls: 0.0485, s2.acc: 93.6153, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0666, loss: 1.4054 2024-04-01 02:39:33,120 - mmdet - INFO - Epoch [1][2200/7330] lr: 4.612e-06, eta: 4 days, 11:21:47, time: 1.523, data_time: 0.059, memory: 26396, loss_rpn_cls: 0.0583, loss_rpn_bbox: 0.0400, s0.loss_cls: 0.2048, s0.acc: 93.7734, s0.loss_bbox: 0.2525, s0.loss_mask: 0.3060, s1.loss_cls: 0.0957, s1.acc: 93.9552, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1432, s2.loss_cls: 0.0449, s2.acc: 94.1173, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0657, loss: 1.3609 2024-04-01 02:40:48,591 - mmdet - INFO - Epoch [1][2250/7330] lr: 4.612e-06, eta: 4 days, 11:23:41, time: 1.509, data_time: 0.057, memory: 26396, loss_rpn_cls: 0.0558, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.2062, s0.acc: 93.7776, s0.loss_bbox: 0.2464, s0.loss_mask: 0.3058, s1.loss_cls: 0.0959, s1.acc: 93.9781, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1412, s2.loss_cls: 0.0444, s2.acc: 94.1235, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0658, loss: 1.3453 2024-04-01 02:42:06,947 - mmdet - INFO - Epoch [1][2300/7330] lr: 4.612e-06, eta: 4 days, 11:30:56, time: 1.567, data_time: 0.063, memory: 26396, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0424, s0.loss_cls: 0.2095, s0.acc: 93.5864, s0.loss_bbox: 0.2532, s0.loss_mask: 0.3089, s1.loss_cls: 0.0985, s1.acc: 93.7229, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1430, s2.loss_cls: 0.0456, s2.acc: 93.9698, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0664, loss: 1.3767 2024-04-01 02:43:21,714 - mmdet - INFO - Epoch [1][2350/7330] lr: 4.612e-06, eta: 4 days, 11:31:09, time: 1.495, data_time: 0.056, memory: 26505, loss_rpn_cls: 0.0669, loss_rpn_bbox: 0.0419, s0.loss_cls: 0.2128, s0.acc: 93.5623, s0.loss_bbox: 0.2491, s0.loss_mask: 0.3044, s1.loss_cls: 0.1007, s1.acc: 93.6782, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1405, s2.loss_cls: 0.0465, s2.acc: 94.0189, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0653, loss: 1.3759 2024-04-01 02:44:34,795 - mmdet - INFO - Epoch [1][2400/7330] lr: 4.612e-06, eta: 4 days, 11:28:14, time: 1.462, data_time: 0.055, memory: 26505, loss_rpn_cls: 0.0620, loss_rpn_bbox: 0.0399, s0.loss_cls: 0.2141, s0.acc: 93.4719, s0.loss_bbox: 0.2555, s0.loss_mask: 0.3170, s1.loss_cls: 0.0997, s1.acc: 93.6313, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1480, s2.loss_cls: 0.0466, s2.acc: 93.7524, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0690, loss: 1.4059 2024-04-01 02:45:47,963 - mmdet - INFO - Epoch [1][2450/7330] lr: 4.612e-06, eta: 4 days, 11:25:31, time: 1.463, data_time: 0.054, memory: 26505, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2013, s0.acc: 93.8345, s0.loss_bbox: 0.2401, s0.loss_mask: 0.3039, s1.loss_cls: 0.0944, s1.acc: 94.0909, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1412, s2.loss_cls: 0.0437, s2.acc: 94.3739, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0644, loss: 1.3231 2024-04-01 02:47:00,061 - mmdet - INFO - Epoch [1][2500/7330] lr: 4.612e-06, eta: 4 days, 11:21:04, time: 1.442, data_time: 0.055, memory: 26505, loss_rpn_cls: 0.0598, loss_rpn_bbox: 0.0389, s0.loss_cls: 0.2074, s0.acc: 93.7510, s0.loss_bbox: 0.2448, s0.loss_mask: 0.3172, s1.loss_cls: 0.0984, s1.acc: 93.9809, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1466, s2.loss_cls: 0.0446, s2.acc: 94.2289, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0671, loss: 1.3692 2024-04-01 02:48:16,908 - mmdet - INFO - Epoch [1][2550/7330] lr: 4.612e-06, eta: 4 days, 11:24:49, time: 1.537, data_time: 0.057, memory: 26505, loss_rpn_cls: 0.0598, loss_rpn_bbox: 0.0394, s0.loss_cls: 0.2049, s0.acc: 93.6877, s0.loss_bbox: 0.2474, s0.loss_mask: 0.3170, s1.loss_cls: 0.0942, s1.acc: 93.9162, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1452, s2.loss_cls: 0.0439, s2.acc: 94.1136, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0666, loss: 1.3617 2024-04-01 02:49:29,077 - mmdet - INFO - Epoch [1][2600/7330] lr: 4.612e-06, eta: 4 days, 11:20:33, time: 1.443, data_time: 0.051, memory: 26505, loss_rpn_cls: 0.0609, loss_rpn_bbox: 0.0405, s0.loss_cls: 0.2107, s0.acc: 93.5305, s0.loss_bbox: 0.2603, s0.loss_mask: 0.3099, s1.loss_cls: 0.0980, s1.acc: 93.7508, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1428, s2.loss_cls: 0.0452, s2.acc: 94.0359, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0653, loss: 1.3862 2024-04-01 02:50:44,388 - mmdet - INFO - Epoch [1][2650/7330] lr: 4.612e-06, eta: 4 days, 11:21:33, time: 1.506, data_time: 0.052, memory: 26505, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.2004, s0.acc: 93.8994, s0.loss_bbox: 0.2457, s0.loss_mask: 0.3038, s1.loss_cls: 0.0932, s1.acc: 94.1736, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1396, s2.loss_cls: 0.0435, s2.acc: 94.3677, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0641, loss: 1.3341 2024-04-01 02:51:59,879 - mmdet - INFO - Epoch [1][2700/7330] lr: 4.612e-06, eta: 4 days, 11:22:46, time: 1.510, data_time: 0.060, memory: 26505, loss_rpn_cls: 0.0576, loss_rpn_bbox: 0.0406, s0.loss_cls: 0.2043, s0.acc: 93.9014, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2993, s1.loss_cls: 0.0960, s1.acc: 94.0862, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1383, s2.loss_cls: 0.0450, s2.acc: 94.1959, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0639, loss: 1.3347 2024-04-01 02:53:14,074 - mmdet - INFO - Epoch [1][2750/7330] lr: 4.612e-06, eta: 4 days, 11:21:49, time: 1.484, data_time: 0.056, memory: 26505, loss_rpn_cls: 0.0625, loss_rpn_bbox: 0.0408, s0.loss_cls: 0.1950, s0.acc: 93.9746, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2973, s1.loss_cls: 0.0934, s1.acc: 94.0201, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1381, s2.loss_cls: 0.0444, s2.acc: 94.0308, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0640, loss: 1.3136 2024-04-01 02:54:28,752 - mmdet - INFO - Epoch [1][2800/7330] lr: 4.612e-06, eta: 4 days, 11:21:38, time: 1.494, data_time: 0.059, memory: 26505, loss_rpn_cls: 0.0598, loss_rpn_bbox: 0.0396, s0.loss_cls: 0.2078, s0.acc: 93.6960, s0.loss_bbox: 0.2431, s0.loss_mask: 0.3057, s1.loss_cls: 0.0969, s1.acc: 93.8836, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1404, s2.loss_cls: 0.0457, s2.acc: 94.0177, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0643, loss: 1.3480 2024-04-01 02:55:44,451 - mmdet - INFO - Epoch [1][2850/7330] lr: 4.612e-06, eta: 4 days, 11:22:58, time: 1.514, data_time: 0.054, memory: 26505, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.2084, s0.acc: 93.6516, s0.loss_bbox: 0.2435, s0.loss_mask: 0.3001, s1.loss_cls: 0.0981, s1.acc: 93.7845, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1375, s2.loss_cls: 0.0461, s2.acc: 93.9445, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0635, loss: 1.3400 2024-04-01 02:56:54,890 - mmdet - INFO - Epoch [1][2900/7330] lr: 4.612e-06, eta: 4 days, 11:16:19, time: 1.409, data_time: 0.056, memory: 26505, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.1969, s0.acc: 94.0259, s0.loss_bbox: 0.2318, s0.loss_mask: 0.3017, s1.loss_cls: 0.0933, s1.acc: 94.1637, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1390, s2.loss_cls: 0.0436, s2.acc: 94.3513, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0648, loss: 1.3055 2024-04-01 02:58:10,235 - mmdet - INFO - Epoch [1][2950/7330] lr: 4.612e-06, eta: 4 days, 11:17:05, time: 1.507, data_time: 0.047, memory: 26505, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.1935, s0.acc: 93.9985, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2934, s1.loss_cls: 0.0914, s1.acc: 94.1349, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1328, s2.loss_cls: 0.0439, s2.acc: 94.1346, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0612, loss: 1.2879 2024-04-01 02:59:27,040 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-01 02:59:27,040 - mmdet - INFO - Epoch [1][3000/7330] lr: 4.612e-06, eta: 4 days, 11:19:54, time: 1.536, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0616, loss_rpn_bbox: 0.0398, s0.loss_cls: 0.2034, s0.acc: 93.7429, s0.loss_bbox: 0.2362, s0.loss_mask: 0.3033, s1.loss_cls: 0.0975, s1.acc: 93.7333, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1410, s2.loss_cls: 0.0460, s2.acc: 93.8768, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0654, loss: 1.3391 2024-04-01 03:00:39,495 - mmdet - INFO - Epoch [1][3050/7330] lr: 4.612e-06, eta: 4 days, 11:16:23, time: 1.449, data_time: 0.061, memory: 28497, loss_rpn_cls: 0.0592, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.1933, s0.acc: 93.8188, s0.loss_bbox: 0.2394, s0.loss_mask: 0.3075, s1.loss_cls: 0.0937, s1.acc: 93.7790, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1419, s2.loss_cls: 0.0453, s2.acc: 93.7721, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0657, loss: 1.3311 2024-04-01 03:01:52,938 - mmdet - INFO - Epoch [1][3100/7330] lr: 4.612e-06, eta: 4 days, 11:14:20, time: 1.469, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0594, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.1939, s0.acc: 94.0422, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2896, s1.loss_cls: 0.0941, s1.acc: 94.0420, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1335, s2.loss_cls: 0.0452, s2.acc: 94.0951, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0613, loss: 1.2919 2024-04-01 03:03:06,653 - mmdet - INFO - Epoch [1][3150/7330] lr: 4.612e-06, eta: 4 days, 11:12:40, time: 1.474, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0385, s0.loss_cls: 0.1834, s0.acc: 94.2126, s0.loss_bbox: 0.2313, s0.loss_mask: 0.3006, s1.loss_cls: 0.0879, s1.acc: 94.1506, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1392, s2.loss_cls: 0.0420, s2.acc: 94.2146, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0642, loss: 1.2857 2024-04-01 03:04:21,624 - mmdet - INFO - Epoch [1][3200/7330] lr: 4.612e-06, eta: 4 days, 11:12:44, time: 1.499, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0618, loss_rpn_bbox: 0.0391, s0.loss_cls: 0.1950, s0.acc: 93.9678, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2937, s1.loss_cls: 0.0919, s1.acc: 94.1205, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1356, s2.loss_cls: 0.0435, s2.acc: 94.2315, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0627, loss: 1.3029 2024-04-01 03:05:37,224 - mmdet - INFO - Epoch [1][3250/7330] lr: 4.612e-06, eta: 4 days, 11:13:36, time: 1.512, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0597, loss_rpn_bbox: 0.0389, s0.loss_cls: 0.1807, s0.acc: 94.3433, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2892, s1.loss_cls: 0.0866, s1.acc: 94.4571, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1354, s2.loss_cls: 0.0415, s2.acc: 94.4554, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0627, loss: 1.2537 2024-04-01 03:06:49,818 - mmdet - INFO - Epoch [1][3300/7330] lr: 4.612e-06, eta: 4 days, 11:10:26, time: 1.452, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0566, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.1978, s0.acc: 93.8625, s0.loss_bbox: 0.2376, s0.loss_mask: 0.3037, s1.loss_cls: 0.0947, s1.acc: 93.9842, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1386, s2.loss_cls: 0.0452, s2.acc: 94.0347, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0635, loss: 1.3200 2024-04-01 03:08:09,474 - mmdet - INFO - Epoch [1][3350/7330] lr: 4.612e-06, eta: 4 days, 11:16:30, time: 1.593, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.1876, s0.acc: 94.2554, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2958, s1.loss_cls: 0.0881, s1.acc: 94.4483, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1352, s2.loss_cls: 0.0414, s2.acc: 94.5783, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0622, loss: 1.2682 2024-04-01 03:09:25,621 - mmdet - INFO - Epoch [1][3400/7330] lr: 4.612e-06, eta: 4 days, 11:17:51, time: 1.523, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.1891, s0.acc: 94.1548, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2990, s1.loss_cls: 0.0908, s1.acc: 94.1858, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1389, s2.loss_cls: 0.0433, s2.acc: 94.2017, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0644, loss: 1.2873 2024-04-01 03:10:41,867 - mmdet - INFO - Epoch [1][3450/7330] lr: 4.612e-06, eta: 4 days, 11:19:15, time: 1.525, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0598, loss_rpn_bbox: 0.0403, s0.loss_cls: 0.1927, s0.acc: 93.8823, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2898, s1.loss_cls: 0.0942, s1.acc: 93.8076, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1336, s2.loss_cls: 0.0453, s2.acc: 93.9621, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0619, loss: 1.2945 2024-04-01 03:11:57,765 - mmdet - INFO - Epoch [1][3500/7330] lr: 4.612e-06, eta: 4 days, 11:20:09, time: 1.518, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0548, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.1849, s0.acc: 94.2673, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2900, s1.loss_cls: 0.0891, s1.acc: 94.3242, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1336, s2.loss_cls: 0.0420, s2.acc: 94.4521, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0618, loss: 1.2617 2024-04-01 03:13:11,203 - mmdet - INFO - Epoch [1][3550/7330] lr: 4.612e-06, eta: 4 days, 11:17:59, time: 1.469, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0376, s0.loss_cls: 0.1931, s0.acc: 93.9365, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2998, s1.loss_cls: 0.0915, s1.acc: 94.0514, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1359, s2.loss_cls: 0.0433, s2.acc: 94.2257, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0625, loss: 1.3034 2024-04-01 03:14:22,196 - mmdet - INFO - Epoch [1][3600/7330] lr: 4.612e-06, eta: 4 days, 11:12:54, time: 1.420, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.1780, s0.acc: 94.3259, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2923, s1.loss_cls: 0.0857, s1.acc: 94.3338, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1351, s2.loss_cls: 0.0411, s2.acc: 94.4408, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0625, loss: 1.2489 2024-04-01 03:15:38,433 - mmdet - INFO - Epoch [1][3650/7330] lr: 4.612e-06, eta: 4 days, 11:14:07, time: 1.524, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0382, s0.loss_cls: 0.1992, s0.acc: 93.7856, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2936, s1.loss_cls: 0.0948, s1.acc: 93.9126, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1361, s2.loss_cls: 0.0450, s2.acc: 93.9804, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0630, loss: 1.3029 2024-04-01 03:16:52,339 - mmdet - INFO - Epoch [1][3700/7330] lr: 4.612e-06, eta: 4 days, 11:12:35, time: 1.479, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.1934, s0.acc: 93.9866, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2931, s1.loss_cls: 0.0925, s1.acc: 94.0863, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1355, s2.loss_cls: 0.0445, s2.acc: 94.0401, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0629, loss: 1.2862 2024-04-01 03:18:06,321 - mmdet - INFO - Epoch [1][3750/7330] lr: 4.612e-06, eta: 4 days, 11:11:08, time: 1.480, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0386, s0.loss_cls: 0.1906, s0.acc: 94.1133, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2898, s1.loss_cls: 0.0917, s1.acc: 94.1585, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1333, s2.loss_cls: 0.0441, s2.acc: 94.1643, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0615, loss: 1.2740 2024-04-01 03:19:24,166 - mmdet - INFO - Epoch [1][3800/7330] lr: 4.612e-06, eta: 4 days, 11:14:06, time: 1.557, data_time: 0.046, memory: 28497, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.1813, s0.acc: 94.3560, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2938, s1.loss_cls: 0.0875, s1.acc: 94.2969, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1351, s2.loss_cls: 0.0419, s2.acc: 94.3417, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0620, loss: 1.2504 2024-04-01 03:20:42,522 - mmdet - INFO - Epoch [1][3850/7330] lr: 4.612e-06, eta: 4 days, 11:17:31, time: 1.567, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.1960, s0.acc: 93.9060, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2947, s1.loss_cls: 0.0952, s1.acc: 93.8262, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1377, s2.loss_cls: 0.0458, s2.acc: 93.7746, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0637, loss: 1.2982 2024-04-01 03:21:54,300 - mmdet - INFO - Epoch [1][3900/7330] lr: 4.612e-06, eta: 4 days, 11:13:30, time: 1.435, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.1880, s0.acc: 94.1279, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2973, s1.loss_cls: 0.0901, s1.acc: 94.1456, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1389, s2.loss_cls: 0.0428, s2.acc: 94.1663, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0642, loss: 1.2813 2024-04-01 03:23:11,925 - mmdet - INFO - Epoch [1][3950/7330] lr: 4.612e-06, eta: 4 days, 11:15:59, time: 1.552, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.1913, s0.acc: 94.1255, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2876, s1.loss_cls: 0.0914, s1.acc: 94.1524, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1310, s2.loss_cls: 0.0430, s2.acc: 94.3135, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0609, loss: 1.2662 2024-04-01 03:24:26,518 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-01 03:24:26,518 - mmdet - INFO - Epoch [1][4000/7330] lr: 4.612e-06, eta: 4 days, 11:15:05, time: 1.492, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.1845, s0.acc: 94.1099, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2866, s1.loss_cls: 0.0879, s1.acc: 94.1440, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1326, s2.loss_cls: 0.0421, s2.acc: 94.2742, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0608, loss: 1.2425 2024-04-01 03:25:41,866 - mmdet - INFO - Epoch [1][4050/7330] lr: 4.612e-06, eta: 4 days, 11:14:59, time: 1.507, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0390, s0.loss_cls: 0.1896, s0.acc: 94.0537, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2835, s1.loss_cls: 0.0899, s1.acc: 94.1879, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1309, s2.loss_cls: 0.0439, s2.acc: 94.0902, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0601, loss: 1.2649 2024-04-01 03:26:56,851 - mmdet - INFO - Epoch [1][4100/7330] lr: 4.612e-06, eta: 4 days, 11:14:28, time: 1.500, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.1895, s0.acc: 93.9570, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2970, s1.loss_cls: 0.0918, s1.acc: 94.0339, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1366, s2.loss_cls: 0.0442, s2.acc: 94.1330, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0630, loss: 1.2938 2024-04-01 03:28:14,373 - mmdet - INFO - Epoch [1][4150/7330] lr: 4.612e-06, eta: 4 days, 11:16:34, time: 1.550, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0546, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.1904, s0.acc: 94.0322, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2881, s1.loss_cls: 0.0919, s1.acc: 94.0272, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1332, s2.loss_cls: 0.0438, s2.acc: 94.1836, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0616, loss: 1.2742 2024-04-01 03:29:30,480 - mmdet - INFO - Epoch [1][4200/7330] lr: 4.612e-06, eta: 4 days, 11:17:09, time: 1.522, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.1847, s0.acc: 94.2871, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2894, s1.loss_cls: 0.0874, s1.acc: 94.3610, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1330, s2.loss_cls: 0.0420, s2.acc: 94.3744, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0611, loss: 1.2539 2024-04-01 03:30:42,917 - mmdet - INFO - Epoch [1][4250/7330] lr: 4.612e-06, eta: 4 days, 11:13:57, time: 1.449, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.1881, s0.acc: 94.1411, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2867, s1.loss_cls: 0.0893, s1.acc: 94.2465, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1318, s2.loss_cls: 0.0425, s2.acc: 94.2591, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0608, loss: 1.2550 2024-04-01 03:31:54,613 - mmdet - INFO - Epoch [1][4300/7330] lr: 4.612e-06, eta: 4 days, 11:10:03, time: 1.434, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.1884, s0.acc: 94.0044, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2829, s1.loss_cls: 0.0915, s1.acc: 93.9979, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1317, s2.loss_cls: 0.0445, s2.acc: 93.9811, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0612, loss: 1.2669 2024-04-01 03:33:13,750 - mmdet - INFO - Epoch [1][4350/7330] lr: 4.612e-06, eta: 4 days, 11:13:36, time: 1.583, data_time: 0.064, memory: 28497, loss_rpn_cls: 0.0580, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.1839, s0.acc: 94.1772, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2788, s1.loss_cls: 0.0897, s1.acc: 94.1300, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1291, s2.loss_cls: 0.0444, s2.acc: 93.9721, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0603, loss: 1.2331 2024-04-01 03:34:33,499 - mmdet - INFO - Epoch [1][4400/7330] lr: 4.612e-06, eta: 4 days, 11:17:39, time: 1.595, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.1843, s0.acc: 94.3040, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2856, s1.loss_cls: 0.0883, s1.acc: 94.3594, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1314, s2.loss_cls: 0.0422, s2.acc: 94.4123, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0606, loss: 1.2424 2024-04-01 03:35:45,762 - mmdet - INFO - Epoch [1][4450/7330] lr: 4.612e-06, eta: 4 days, 11:14:18, time: 1.445, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.1869, s0.acc: 94.0989, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2854, s1.loss_cls: 0.0904, s1.acc: 94.1270, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1311, s2.loss_cls: 0.0440, s2.acc: 94.1111, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0597, loss: 1.2570 2024-04-01 03:37:00,411 - mmdet - INFO - Epoch [1][4500/7330] lr: 4.612e-06, eta: 4 days, 11:13:18, time: 1.493, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.1841, s0.acc: 94.1423, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2785, s1.loss_cls: 0.0894, s1.acc: 94.0742, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1281, s2.loss_cls: 0.0436, s2.acc: 93.9995, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0588, loss: 1.2402 2024-04-01 03:38:12,944 - mmdet - INFO - Epoch [1][4550/7330] lr: 4.612e-06, eta: 4 days, 11:10:17, time: 1.451, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.1764, s0.acc: 94.4136, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2755, s1.loss_cls: 0.0848, s1.acc: 94.4389, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1285, s2.loss_cls: 0.0411, s2.acc: 94.4698, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0598, loss: 1.2084 2024-04-01 03:39:31,059 - mmdet - INFO - Epoch [1][4600/7330] lr: 4.612e-06, eta: 4 days, 11:12:32, time: 1.562, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0390, s0.loss_cls: 0.1863, s0.acc: 94.1033, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2796, s1.loss_cls: 0.0891, s1.acc: 94.2527, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1305, s2.loss_cls: 0.0431, s2.acc: 94.2289, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0606, loss: 1.2582 2024-04-01 03:40:45,930 - mmdet - INFO - Epoch [1][4650/7330] lr: 4.612e-06, eta: 4 days, 11:11:42, time: 1.497, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.1823, s0.acc: 94.3625, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2770, s1.loss_cls: 0.0894, s1.acc: 94.2782, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1278, s2.loss_cls: 0.0433, s2.acc: 94.3238, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0590, loss: 1.2158 2024-04-01 03:41:59,800 - mmdet - INFO - Epoch [1][4700/7330] lr: 4.612e-06, eta: 4 days, 11:09:57, time: 1.477, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.1829, s0.acc: 94.2876, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2801, s1.loss_cls: 0.0888, s1.acc: 94.2463, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1282, s2.loss_cls: 0.0438, s2.acc: 93.9838, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0594, loss: 1.2371 2024-04-01 03:43:15,550 - mmdet - INFO - Epoch [1][4750/7330] lr: 4.612e-06, eta: 4 days, 11:09:55, time: 1.515, data_time: 0.062, memory: 28497, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.1763, s0.acc: 94.3982, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2840, s1.loss_cls: 0.0864, s1.acc: 94.3727, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1316, s2.loss_cls: 0.0422, s2.acc: 94.3135, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0604, loss: 1.2245 2024-04-01 03:44:32,300 - mmdet - INFO - Epoch [1][4800/7330] lr: 4.612e-06, eta: 4 days, 11:10:45, time: 1.535, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0526, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.1930, s0.acc: 93.8230, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2830, s1.loss_cls: 0.0941, s1.acc: 93.7835, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1290, s2.loss_cls: 0.0455, s2.acc: 93.6993, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0591, loss: 1.2773 2024-04-01 03:45:53,221 - mmdet - INFO - Epoch [1][4850/7330] lr: 4.612e-06, eta: 4 days, 11:15:15, time: 1.618, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.1891, s0.acc: 94.0622, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2851, s1.loss_cls: 0.0922, s1.acc: 94.0466, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1306, s2.loss_cls: 0.0445, s2.acc: 94.0095, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0600, loss: 1.2643 2024-04-01 03:47:12,930 - mmdet - INFO - Epoch [1][4900/7330] lr: 4.612e-06, eta: 4 days, 11:18:34, time: 1.594, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0384, s0.loss_cls: 0.1961, s0.acc: 93.8655, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2847, s1.loss_cls: 0.0950, s1.acc: 93.8456, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1326, s2.loss_cls: 0.0457, s2.acc: 93.8170, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0613, loss: 1.2908 2024-04-01 03:48:32,055 - mmdet - INFO - Epoch [1][4950/7330] lr: 4.612e-06, eta: 4 days, 11:21:17, time: 1.582, data_time: 0.062, memory: 28497, loss_rpn_cls: 0.0533, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.1877, s0.acc: 94.1116, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2815, s1.loss_cls: 0.0926, s1.acc: 94.0426, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1308, s2.loss_cls: 0.0453, s2.acc: 93.9728, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0606, loss: 1.2558 2024-04-01 03:49:48,795 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-01 03:49:48,796 - mmdet - INFO - Epoch [1][5000/7330] lr: 4.612e-06, eta: 4 days, 11:21:52, time: 1.535, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.1842, s0.acc: 94.2329, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2811, s1.loss_cls: 0.0921, s1.acc: 94.0916, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1308, s2.loss_cls: 0.0448, s2.acc: 94.1004, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0607, loss: 1.2456 2024-04-01 03:51:03,363 - mmdet - INFO - Epoch [1][5050/7330] lr: 4.612e-06, eta: 4 days, 11:20:33, time: 1.491, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.1882, s0.acc: 94.1655, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2831, s1.loss_cls: 0.0925, s1.acc: 94.0545, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1294, s2.loss_cls: 0.0445, s2.acc: 94.0366, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0600, loss: 1.2444 2024-04-01 03:52:18,941 - mmdet - INFO - Epoch [1][5100/7330] lr: 4.612e-06, eta: 4 days, 11:20:05, time: 1.512, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.1946, s0.acc: 93.9314, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2897, s1.loss_cls: 0.0944, s1.acc: 93.8585, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1342, s2.loss_cls: 0.0456, s2.acc: 93.8397, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0616, loss: 1.2831 2024-04-01 03:53:35,990 - mmdet - INFO - Epoch [1][5150/7330] lr: 4.612e-06, eta: 4 days, 11:20:51, time: 1.541, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.1783, s0.acc: 94.4087, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2734, s1.loss_cls: 0.0861, s1.acc: 94.3642, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1272, s2.loss_cls: 0.0417, s2.acc: 94.3088, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0596, loss: 1.2126 2024-04-01 03:54:49,756 - mmdet - INFO - Epoch [1][5200/7330] lr: 4.612e-06, eta: 4 days, 11:18:50, time: 1.475, data_time: 0.064, memory: 28497, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.1820, s0.acc: 94.2277, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2826, s1.loss_cls: 0.0884, s1.acc: 94.1240, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1305, s2.loss_cls: 0.0424, s2.acc: 94.2530, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0609, loss: 1.2377 2024-04-01 03:56:07,722 - mmdet - INFO - Epoch [1][5250/7330] lr: 4.612e-06, eta: 4 days, 11:20:17, time: 1.559, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.1839, s0.acc: 94.3352, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2795, s1.loss_cls: 0.0877, s1.acc: 94.4043, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1304, s2.loss_cls: 0.0426, s2.acc: 94.3738, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0605, loss: 1.2275 2024-04-01 03:57:24,807 - mmdet - INFO - Epoch [1][5300/7330] lr: 4.612e-06, eta: 4 days, 11:20:59, time: 1.542, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.1899, s0.acc: 94.1267, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2815, s1.loss_cls: 0.0918, s1.acc: 94.1427, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1283, s2.loss_cls: 0.0439, s2.acc: 94.0905, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0590, loss: 1.2457 2024-04-01 03:58:42,063 - mmdet - INFO - Epoch [1][5350/7330] lr: 4.612e-06, eta: 4 days, 11:21:47, time: 1.545, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0580, loss_rpn_bbox: 0.0385, s0.loss_cls: 0.1772, s0.acc: 94.5768, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2834, s1.loss_cls: 0.0853, s1.acc: 94.6225, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1295, s2.loss_cls: 0.0411, s2.acc: 94.5479, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0599, loss: 1.2210 2024-04-01 04:00:01,410 - mmdet - INFO - Epoch [1][5400/7330] lr: 4.612e-06, eta: 4 days, 11:24:12, time: 1.587, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.1749, s0.acc: 94.5640, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2825, s1.loss_cls: 0.0839, s1.acc: 94.6100, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1307, s2.loss_cls: 0.0406, s2.acc: 94.4897, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0607, loss: 1.2108 2024-04-01 04:01:17,835 - mmdet - INFO - Epoch [1][5450/7330] lr: 4.612e-06, eta: 4 days, 11:24:13, time: 1.528, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0526, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.1809, s0.acc: 94.2669, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2888, s1.loss_cls: 0.0889, s1.acc: 94.1718, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1332, s2.loss_cls: 0.0434, s2.acc: 94.1480, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0617, loss: 1.2361 2024-04-01 04:02:36,378 - mmdet - INFO - Epoch [1][5500/7330] lr: 4.612e-06, eta: 4 days, 11:25:55, time: 1.571, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.1654, s0.acc: 94.6196, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2732, s1.loss_cls: 0.0817, s1.acc: 94.5431, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1260, s2.loss_cls: 0.0399, s2.acc: 94.5712, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0586, loss: 1.1711 2024-04-01 04:03:53,591 - mmdet - INFO - Epoch [1][5550/7330] lr: 4.612e-06, eta: 4 days, 11:26:30, time: 1.544, data_time: 0.067, memory: 28497, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.1748, s0.acc: 94.4429, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2761, s1.loss_cls: 0.0851, s1.acc: 94.3452, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1282, s2.loss_cls: 0.0412, s2.acc: 94.3344, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0593, loss: 1.1978 2024-04-01 04:05:14,100 - mmdet - INFO - Epoch [1][5600/7330] lr: 4.612e-06, eta: 4 days, 11:29:36, time: 1.610, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.1810, s0.acc: 94.2543, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2725, s1.loss_cls: 0.0867, s1.acc: 94.3278, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1250, s2.loss_cls: 0.0426, s2.acc: 94.2780, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0581, loss: 1.2081 2024-04-01 04:06:27,989 - mmdet - INFO - Epoch [1][5650/7330] lr: 4.612e-06, eta: 4 days, 11:27:34, time: 1.478, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.1785, s0.acc: 94.4157, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2804, s1.loss_cls: 0.0867, s1.acc: 94.3326, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1296, s2.loss_cls: 0.0419, s2.acc: 94.2003, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0601, loss: 1.2048 2024-04-01 04:07:47,017 - mmdet - INFO - Epoch [1][5700/7330] lr: 4.612e-06, eta: 4 days, 11:29:26, time: 1.581, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.1750, s0.acc: 94.4233, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2672, s1.loss_cls: 0.0833, s1.acc: 94.4620, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1240, s2.loss_cls: 0.0403, s2.acc: 94.5733, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0581, loss: 1.1865 2024-04-01 04:09:05,285 - mmdet - INFO - Epoch [1][5750/7330] lr: 4.612e-06, eta: 4 days, 11:30:40, time: 1.565, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.1716, s0.acc: 94.5684, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2712, s1.loss_cls: 0.0821, s1.acc: 94.6397, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1240, s2.loss_cls: 0.0402, s2.acc: 94.5820, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0576, loss: 1.1844 2024-04-01 04:10:24,302 - mmdet - INFO - Epoch [1][5800/7330] lr: 4.612e-06, eta: 4 days, 11:32:25, time: 1.580, data_time: 0.066, memory: 28497, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.1850, s0.acc: 94.0381, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2685, s1.loss_cls: 0.0904, s1.acc: 94.0241, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1240, s2.loss_cls: 0.0441, s2.acc: 94.0550, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0575, loss: 1.2262 2024-04-01 04:11:38,557 - mmdet - INFO - Epoch [1][5850/7330] lr: 4.612e-06, eta: 4 days, 11:30:37, time: 1.485, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.1743, s0.acc: 94.5288, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2745, s1.loss_cls: 0.0846, s1.acc: 94.4801, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1287, s2.loss_cls: 0.0411, s2.acc: 94.5038, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0603, loss: 1.2000 2024-04-01 04:12:53,532 - mmdet - INFO - Epoch [1][5900/7330] lr: 4.612e-06, eta: 4 days, 11:29:21, time: 1.500, data_time: 0.046, memory: 28497, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1668, s0.acc: 94.5957, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2740, s1.loss_cls: 0.0813, s1.acc: 94.5880, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1285, s2.loss_cls: 0.0402, s2.acc: 94.4923, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0601, loss: 1.1822 2024-04-01 04:14:07,996 - mmdet - INFO - Epoch [1][5950/7330] lr: 4.612e-06, eta: 4 days, 11:27:43, time: 1.489, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.1822, s0.acc: 94.3466, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2731, s1.loss_cls: 0.0894, s1.acc: 94.2116, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1268, s2.loss_cls: 0.0429, s2.acc: 94.1701, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0582, loss: 1.2060 2024-04-01 04:15:25,703 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-01 04:15:25,703 - mmdet - INFO - Epoch [1][6000/7330] lr: 4.612e-06, eta: 4 days, 11:28:25, time: 1.554, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1689, s0.acc: 94.7188, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2733, s1.loss_cls: 0.0825, s1.acc: 94.6338, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1253, s2.loss_cls: 0.0401, s2.acc: 94.6086, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0586, loss: 1.1673 2024-04-01 04:16:40,277 - mmdet - INFO - Epoch [1][6050/7330] lr: 4.612e-06, eta: 4 days, 11:26:51, time: 1.491, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.1855, s0.acc: 94.1455, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2692, s1.loss_cls: 0.0895, s1.acc: 94.1821, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1239, s2.loss_cls: 0.0432, s2.acc: 94.2048, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0574, loss: 1.2181 2024-04-01 04:17:54,799 - mmdet - INFO - Epoch [1][6100/7330] lr: 4.612e-06, eta: 4 days, 11:25:15, time: 1.490, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.1805, s0.acc: 94.3243, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2742, s1.loss_cls: 0.0872, s1.acc: 94.3123, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1264, s2.loss_cls: 0.0431, s2.acc: 94.1781, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0582, loss: 1.2191 2024-04-01 04:19:08,888 - mmdet - INFO - Epoch [1][6150/7330] lr: 4.612e-06, eta: 4 days, 11:23:21, time: 1.482, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.1832, s0.acc: 94.1860, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2771, s1.loss_cls: 0.0875, s1.acc: 94.2080, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1287, s2.loss_cls: 0.0420, s2.acc: 94.2117, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0592, loss: 1.2297 2024-04-01 04:20:21,723 - mmdet - INFO - Epoch [1][6200/7330] lr: 4.612e-06, eta: 4 days, 11:20:36, time: 1.457, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.1820, s0.acc: 94.3284, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2734, s1.loss_cls: 0.0874, s1.acc: 94.3316, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1264, s2.loss_cls: 0.0422, s2.acc: 94.3604, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0587, loss: 1.2151 2024-04-01 04:21:35,998 - mmdet - INFO - Epoch [1][6250/7330] lr: 4.612e-06, eta: 4 days, 11:18:52, time: 1.485, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.1779, s0.acc: 94.3591, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2771, s1.loss_cls: 0.0882, s1.acc: 94.2181, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1290, s2.loss_cls: 0.0426, s2.acc: 94.1950, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0597, loss: 1.2094 2024-04-01 04:22:49,761 - mmdet - INFO - Epoch [1][6300/7330] lr: 4.612e-06, eta: 4 days, 11:16:47, time: 1.475, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.1840, s0.acc: 94.1840, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2730, s1.loss_cls: 0.0900, s1.acc: 94.0938, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1264, s2.loss_cls: 0.0432, s2.acc: 94.0836, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0583, loss: 1.2233 2024-04-01 04:24:06,543 - mmdet - INFO - Epoch [1][6350/7330] lr: 4.612e-06, eta: 4 days, 11:16:46, time: 1.536, data_time: 0.062, memory: 28497, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.1788, s0.acc: 94.3926, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2774, s1.loss_cls: 0.0877, s1.acc: 94.3559, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1278, s2.loss_cls: 0.0427, s2.acc: 94.2257, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0596, loss: 1.2166 2024-04-01 04:25:21,642 - mmdet - INFO - Epoch [1][6400/7330] lr: 4.612e-06, eta: 4 days, 11:15:36, time: 1.502, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.1690, s0.acc: 94.6165, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2738, s1.loss_cls: 0.0823, s1.acc: 94.5906, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1267, s2.loss_cls: 0.0396, s2.acc: 94.6131, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0586, loss: 1.1757 2024-04-01 04:26:38,112 - mmdet - INFO - Epoch [1][6450/7330] lr: 4.612e-06, eta: 4 days, 11:15:20, time: 1.529, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.1691, s0.acc: 94.6360, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2660, s1.loss_cls: 0.0828, s1.acc: 94.5653, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1231, s2.loss_cls: 0.0409, s2.acc: 94.4627, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0571, loss: 1.1612 2024-04-01 04:27:55,289 - mmdet - INFO - Epoch [1][6500/7330] lr: 4.612e-06, eta: 4 days, 11:15:31, time: 1.544, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.1756, s0.acc: 94.4595, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2663, s1.loss_cls: 0.0854, s1.acc: 94.4870, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1235, s2.loss_cls: 0.0415, s2.acc: 94.5678, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0574, loss: 1.1837 2024-04-01 04:29:09,941 - mmdet - INFO - Epoch [1][6550/7330] lr: 4.612e-06, eta: 4 days, 11:14:01, time: 1.493, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.1819, s0.acc: 94.2927, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2624, s1.loss_cls: 0.0916, s1.acc: 94.0808, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1222, s2.loss_cls: 0.0450, s2.acc: 94.0530, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0569, loss: 1.2002 2024-04-01 04:30:25,250 - mmdet - INFO - Epoch [1][6600/7330] lr: 4.612e-06, eta: 4 days, 11:12:58, time: 1.506, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0382, s0.loss_cls: 0.1855, s0.acc: 94.2012, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2802, s1.loss_cls: 0.0907, s1.acc: 94.1563, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1286, s2.loss_cls: 0.0453, s2.acc: 93.9723, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0599, loss: 1.2385 2024-04-01 04:31:39,424 - mmdet - INFO - Epoch [1][6650/7330] lr: 4.612e-06, eta: 4 days, 11:11:11, time: 1.484, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.1810, s0.acc: 94.2813, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2690, s1.loss_cls: 0.0890, s1.acc: 94.1241, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1257, s2.loss_cls: 0.0438, s2.acc: 94.0831, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0587, loss: 1.2116 2024-04-01 04:32:56,156 - mmdet - INFO - Epoch [1][6700/7330] lr: 4.612e-06, eta: 4 days, 11:11:03, time: 1.535, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1703, s0.acc: 94.6282, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2665, s1.loss_cls: 0.0854, s1.acc: 94.3842, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1243, s2.loss_cls: 0.0421, s2.acc: 94.1827, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0580, loss: 1.1730 2024-04-01 04:34:12,028 - mmdet - INFO - Epoch [1][6750/7330] lr: 4.612e-06, eta: 4 days, 11:10:20, time: 1.517, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0580, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.1643, s0.acc: 94.7821, s0.loss_bbox: 0.1984, s0.loss_mask: 0.2695, s1.loss_cls: 0.0811, s1.acc: 94.7382, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1240, s2.loss_cls: 0.0400, s2.acc: 94.7132, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0576, loss: 1.1613 2024-04-01 04:35:26,035 - mmdet - INFO - Epoch [1][6800/7330] lr: 4.612e-06, eta: 4 days, 11:08:27, time: 1.480, data_time: 0.070, memory: 28497, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.1700, s0.acc: 94.5218, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2760, s1.loss_cls: 0.0854, s1.acc: 94.3382, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1273, s2.loss_cls: 0.0433, s2.acc: 94.1907, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0594, loss: 1.2075 2024-04-01 04:36:42,287 - mmdet - INFO - Epoch [1][6850/7330] lr: 4.612e-06, eta: 4 days, 11:07:58, time: 1.525, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.1676, s0.acc: 94.7007, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2701, s1.loss_cls: 0.0816, s1.acc: 94.6882, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1249, s2.loss_cls: 0.0396, s2.acc: 94.6999, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0581, loss: 1.1642 2024-04-01 04:37:58,632 - mmdet - INFO - Epoch [1][6900/7330] lr: 4.612e-06, eta: 4 days, 11:07:32, time: 1.527, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.1863, s0.acc: 94.1628, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2711, s1.loss_cls: 0.0919, s1.acc: 93.9982, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1237, s2.loss_cls: 0.0448, s2.acc: 93.9384, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0577, loss: 1.2176 2024-04-01 04:39:13,328 - mmdet - INFO - Epoch [1][6950/7330] lr: 4.612e-06, eta: 4 days, 11:06:04, time: 1.494, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.1880, s0.acc: 93.9592, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2742, s1.loss_cls: 0.0925, s1.acc: 93.8598, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1262, s2.loss_cls: 0.0453, s2.acc: 93.7511, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0583, loss: 1.2478 2024-04-01 04:40:29,145 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-01 04:40:29,145 - mmdet - INFO - Epoch [1][7000/7330] lr: 4.612e-06, eta: 4 days, 11:05:18, time: 1.516, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1681, s0.acc: 94.7207, s0.loss_bbox: 0.2003, s0.loss_mask: 0.2661, s1.loss_cls: 0.0824, s1.acc: 94.5492, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1255, s2.loss_cls: 0.0407, s2.acc: 94.4798, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0583, loss: 1.1564 2024-04-01 04:41:40,865 - mmdet - INFO - Epoch [1][7050/7330] lr: 4.612e-06, eta: 4 days, 11:02:02, time: 1.434, data_time: 0.068, memory: 28497, loss_rpn_cls: 0.0548, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.1822, s0.acc: 94.2417, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2759, s1.loss_cls: 0.0897, s1.acc: 94.1566, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1287, s2.loss_cls: 0.0436, s2.acc: 94.0718, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0591, loss: 1.2359 2024-04-01 04:42:52,058 - mmdet - INFO - Epoch [1][7100/7330] lr: 4.612e-06, eta: 4 days, 10:58:29, time: 1.424, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.1737, s0.acc: 94.5311, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2675, s1.loss_cls: 0.0852, s1.acc: 94.4731, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1230, s2.loss_cls: 0.0420, s2.acc: 94.3276, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0572, loss: 1.1765 2024-04-01 04:44:11,329 - mmdet - INFO - Epoch [1][7150/7330] lr: 4.612e-06, eta: 4 days, 10:59:48, time: 1.585, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.1818, s0.acc: 94.3406, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2712, s1.loss_cls: 0.0906, s1.acc: 94.1707, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1249, s2.loss_cls: 0.0444, s2.acc: 94.1723, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0577, loss: 1.2020 2024-04-01 04:45:23,782 - mmdet - INFO - Epoch [1][7200/7330] lr: 4.612e-06, eta: 4 days, 10:57:01, time: 1.449, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.1777, s0.acc: 94.3528, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2747, s1.loss_cls: 0.0868, s1.acc: 94.3096, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1275, s2.loss_cls: 0.0431, s2.acc: 94.1206, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0590, loss: 1.2066 2024-04-01 04:46:38,812 - mmdet - INFO - Epoch [1][7250/7330] lr: 4.612e-06, eta: 4 days, 10:55:47, time: 1.501, data_time: 0.062, memory: 28497, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.1776, s0.acc: 94.3164, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2697, s1.loss_cls: 0.0878, s1.acc: 94.1850, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1244, s2.loss_cls: 0.0433, s2.acc: 94.1422, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0577, loss: 1.2065 2024-04-01 04:47:50,637 - mmdet - INFO - Epoch [1][7300/7330] lr: 4.612e-06, eta: 4 days, 10:52:41, time: 1.437, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.1758, s0.acc: 94.4595, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2707, s1.loss_cls: 0.0868, s1.acc: 94.3762, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1265, s2.loss_cls: 0.0417, s2.acc: 94.3861, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0589, loss: 1.1890 2024-04-01 04:48:33,859 - mmdet - INFO - Saving checkpoint at 1 epochs 2024-04-01 04:56:24,215 - mmdet - INFO - Evaluating bbox... 2024-04-01 04:57:05,298 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.340 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.511 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.369 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.168 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.393 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.474 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.465 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.465 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.465 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.229 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.651 2024-04-01 04:57:05,298 - mmdet - INFO - Evaluating segm... 2024-04-01 04:57:50,184 - 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 ] = 0.492 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.336 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.116 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.355 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.484 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.427 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.427 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.427 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.195 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.500 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.606 2024-04-01 04:57:50,799 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-01 04:57:50,801 - mmdet - INFO - Epoch(val) [1][1250] bbox_mAP: 0.3400, bbox_mAP_50: 0.5110, bbox_mAP_75: 0.3690, bbox_mAP_s: 0.1680, bbox_mAP_m: 0.3930, bbox_mAP_l: 0.4740, bbox_mAP_copypaste: 0.340 0.511 0.369 0.168 0.393 0.474, segm_mAP: 0.3130, segm_mAP_50: 0.4920, segm_mAP_75: 0.3360, segm_mAP_s: 0.1160, segm_mAP_m: 0.3550, segm_mAP_l: 0.4840, segm_mAP_copypaste: 0.313 0.492 0.336 0.116 0.355 0.484 2024-04-01 04:59:11,308 - mmdet - INFO - Epoch [2][50/7330] lr: 4.612e-06, eta: 4 days, 10:27:48, time: 1.610, data_time: 0.114, memory: 28497, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.1728, s0.acc: 94.4478, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2715, s1.loss_cls: 0.0853, s1.acc: 94.2795, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1259, s2.loss_cls: 0.0421, s2.acc: 94.1649, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0590, loss: 1.1863 2024-04-01 05:00:26,732 - mmdet - INFO - Epoch [2][100/7330] lr: 4.612e-06, eta: 4 days, 10:26:57, time: 1.508, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.1822, s0.acc: 94.1509, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2619, s1.loss_cls: 0.0891, s1.acc: 94.1181, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1230, s2.loss_cls: 0.0434, s2.acc: 93.9713, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0570, loss: 1.2071 2024-04-01 05:01:36,865 - mmdet - INFO - Epoch [2][150/7330] lr: 4.612e-06, eta: 4 days, 10:23:06, time: 1.403, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.1754, s0.acc: 94.4412, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2612, s1.loss_cls: 0.0851, s1.acc: 94.4608, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1220, s2.loss_cls: 0.0415, s2.acc: 94.3897, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0570, loss: 1.1773 2024-04-01 05:02:48,764 - mmdet - INFO - Epoch [2][200/7330] lr: 4.612e-06, eta: 4 days, 10:20:17, time: 1.438, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.1795, s0.acc: 94.3272, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2676, s1.loss_cls: 0.0880, s1.acc: 94.1943, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1230, s2.loss_cls: 0.0430, s2.acc: 94.1646, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0572, loss: 1.1970 2024-04-01 05:04:04,507 - mmdet - INFO - Epoch [2][250/7330] lr: 4.612e-06, eta: 4 days, 10:19:38, time: 1.515, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.1741, s0.acc: 94.4092, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2607, s1.loss_cls: 0.0867, s1.acc: 94.2421, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1226, s2.loss_cls: 0.0429, s2.acc: 94.1971, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0574, loss: 1.1828 2024-04-01 05:05:20,371 - mmdet - INFO - Epoch [2][300/7330] lr: 4.612e-06, eta: 4 days, 10:19:03, time: 1.517, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.1832, s0.acc: 94.1721, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2701, s1.loss_cls: 0.0912, s1.acc: 94.0001, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1246, s2.loss_cls: 0.0456, s2.acc: 93.9212, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0586, loss: 1.2158 2024-04-01 05:06:35,608 - mmdet - INFO - Epoch [2][350/7330] lr: 4.612e-06, eta: 4 days, 10:18:07, time: 1.505, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1720, s0.acc: 94.6348, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2611, s1.loss_cls: 0.0854, s1.acc: 94.5217, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1200, s2.loss_cls: 0.0417, s2.acc: 94.4797, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0561, loss: 1.1456 2024-04-01 05:07:51,348 - mmdet - INFO - Epoch [2][400/7330] lr: 4.612e-06, eta: 4 days, 10:17:28, time: 1.515, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1691, s0.acc: 94.5388, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2588, s1.loss_cls: 0.0844, s1.acc: 94.3604, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1208, s2.loss_cls: 0.0418, s2.acc: 94.3157, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0569, loss: 1.1518 2024-04-01 05:09:06,506 - mmdet - INFO - Epoch [2][450/7330] lr: 4.612e-06, eta: 4 days, 10:16:28, time: 1.503, data_time: 0.061, memory: 28497, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.1684, s0.acc: 94.6371, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2610, s1.loss_cls: 0.0832, s1.acc: 94.4920, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1215, s2.loss_cls: 0.0404, s2.acc: 94.4263, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0565, loss: 1.1613 2024-04-01 05:10:19,813 - mmdet - INFO - Epoch [2][500/7330] lr: 4.612e-06, eta: 4 days, 10:14:28, time: 1.466, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1712, s0.acc: 94.4732, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2630, s1.loss_cls: 0.0844, s1.acc: 94.3270, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1206, s2.loss_cls: 0.0416, s2.acc: 94.2358, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0564, loss: 1.1618 2024-04-01 05:11:34,713 - mmdet - INFO - Epoch [2][550/7330] lr: 4.612e-06, eta: 4 days, 10:13:20, time: 1.498, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.1648, s0.acc: 94.6849, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2643, s1.loss_cls: 0.0828, s1.acc: 94.4061, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1235, s2.loss_cls: 0.0406, s2.acc: 94.4519, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0568, loss: 1.1620 2024-04-01 05:12:49,935 - mmdet - INFO - Epoch [2][600/7330] lr: 4.612e-06, eta: 4 days, 10:12:23, time: 1.504, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.1665, s0.acc: 94.6961, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2646, s1.loss_cls: 0.0822, s1.acc: 94.6126, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1219, s2.loss_cls: 0.0402, s2.acc: 94.5286, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0569, loss: 1.1528 2024-04-01 05:14:06,230 - mmdet - INFO - Epoch [2][650/7330] lr: 4.612e-06, eta: 4 days, 10:11:59, time: 1.526, data_time: 0.068, memory: 28497, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.1802, s0.acc: 94.2363, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2651, s1.loss_cls: 0.0892, s1.acc: 94.1471, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1238, s2.loss_cls: 0.0447, s2.acc: 93.9848, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0573, loss: 1.2112 2024-04-01 05:15:19,177 - mmdet - INFO - Epoch [2][700/7330] lr: 4.612e-06, eta: 4 days, 10:09:49, time: 1.459, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1661, s0.acc: 94.6716, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2595, s1.loss_cls: 0.0811, s1.acc: 94.6449, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1216, s2.loss_cls: 0.0395, s2.acc: 94.5891, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0571, loss: 1.1472 2024-04-01 05:16:33,545 - mmdet - INFO - Epoch [2][750/7330] lr: 4.612e-06, eta: 4 days, 10:08:24, time: 1.487, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.1713, s0.acc: 94.5853, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2644, s1.loss_cls: 0.0829, s1.acc: 94.5114, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1228, s2.loss_cls: 0.0407, s2.acc: 94.3878, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0565, loss: 1.1594 2024-04-01 05:17:46,409 - mmdet - INFO - Epoch [2][800/7330] lr: 4.612e-06, eta: 4 days, 10:06:11, time: 1.457, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.1711, s0.acc: 94.4531, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2693, s1.loss_cls: 0.0856, s1.acc: 94.3170, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1258, s2.loss_cls: 0.0421, s2.acc: 94.2157, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0589, loss: 1.1886 2024-04-01 05:19:02,758 - mmdet - INFO - Epoch [2][850/7330] lr: 4.612e-06, eta: 4 days, 10:05:49, time: 1.527, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.1703, s0.acc: 94.5483, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2641, s1.loss_cls: 0.0828, s1.acc: 94.4988, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1230, s2.loss_cls: 0.0408, s2.acc: 94.3393, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0565, loss: 1.1700 2024-04-01 05:20:14,771 - mmdet - INFO - Epoch [2][900/7330] lr: 4.612e-06, eta: 4 days, 10:03:12, time: 1.440, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1639, s0.acc: 94.8022, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2572, s1.loss_cls: 0.0813, s1.acc: 94.7376, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1193, s2.loss_cls: 0.0400, s2.acc: 94.6076, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0554, loss: 1.1312 2024-04-01 05:21:30,393 - mmdet - INFO - Epoch [2][950/7330] lr: 4.612e-06, eta: 4 days, 10:02:26, time: 1.512, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.1666, s0.acc: 94.6936, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2641, s1.loss_cls: 0.0818, s1.acc: 94.6007, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1222, s2.loss_cls: 0.0399, s2.acc: 94.4593, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0571, loss: 1.1628 2024-04-01 05:22:48,334 - mmdet - INFO - Epoch [2][1000/7330] lr: 4.612e-06, eta: 4 days, 10:02:52, time: 1.559, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.1834, s0.acc: 94.2878, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2696, s1.loss_cls: 0.0907, s1.acc: 94.0763, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1249, s2.loss_cls: 0.0441, s2.acc: 94.0953, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0578, loss: 1.2091 2024-04-01 05:24:04,378 - mmdet - INFO - Epoch [2][1050/7330] lr: 4.612e-06, eta: 4 days, 10:02:18, time: 1.521, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.1729, s0.acc: 94.5101, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2657, s1.loss_cls: 0.0858, s1.acc: 94.3739, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1247, s2.loss_cls: 0.0425, s2.acc: 94.2630, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0578, loss: 1.1737 2024-04-01 05:25:22,473 - mmdet - INFO - Epoch [2][1100/7330] lr: 4.612e-06, eta: 4 days, 10:02:46, time: 1.562, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.1807, s0.acc: 94.2475, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2602, s1.loss_cls: 0.0876, s1.acc: 94.1654, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1206, s2.loss_cls: 0.0425, s2.acc: 94.1747, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0561, loss: 1.1919 2024-04-01 05:26:34,852 - mmdet - INFO - Epoch [2][1150/7330] lr: 4.612e-06, eta: 4 days, 10:00:21, time: 1.448, data_time: 0.062, memory: 28497, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1665, s0.acc: 94.6907, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2581, s1.loss_cls: 0.0832, s1.acc: 94.5620, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1203, s2.loss_cls: 0.0417, s2.acc: 94.3849, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0565, loss: 1.1431 2024-04-01 05:27:49,066 - mmdet - INFO - Epoch [2][1200/7330] lr: 4.612e-06, eta: 4 days, 9:58:51, time: 1.484, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.1732, s0.acc: 94.5250, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2620, s1.loss_cls: 0.0866, s1.acc: 94.3109, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1221, s2.loss_cls: 0.0426, s2.acc: 94.2196, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0577, loss: 1.1637 2024-04-01 05:29:01,480 - mmdet - INFO - Epoch [2][1250/7330] lr: 4.612e-06, eta: 4 days, 9:56:28, time: 1.448, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1691, s0.acc: 94.4834, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2586, s1.loss_cls: 0.0834, s1.acc: 94.2847, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1196, s2.loss_cls: 0.0412, s2.acc: 94.1750, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0552, loss: 1.1505 2024-04-01 05:30:20,323 - mmdet - INFO - Epoch [2][1300/7330] lr: 4.612e-06, eta: 4 days, 9:57:16, time: 1.577, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1716, s0.acc: 94.5076, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2651, s1.loss_cls: 0.0837, s1.acc: 94.5149, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1226, s2.loss_cls: 0.0414, s2.acc: 94.3384, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0568, loss: 1.1745 2024-04-01 05:31:36,166 - mmdet - INFO - Epoch [2][1350/7330] lr: 4.612e-06, eta: 4 days, 9:56:34, time: 1.517, data_time: 0.062, memory: 28497, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.1737, s0.acc: 94.4600, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2585, s1.loss_cls: 0.0862, s1.acc: 94.3639, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1198, s2.loss_cls: 0.0431, s2.acc: 94.2584, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0565, loss: 1.1725 2024-04-01 05:32:52,226 - mmdet - INFO - Epoch [2][1400/7330] lr: 4.612e-06, eta: 4 days, 9:55:59, time: 1.521, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1717, s0.acc: 94.5639, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2684, s1.loss_cls: 0.0862, s1.acc: 94.3314, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1252, s2.loss_cls: 0.0426, s2.acc: 94.2796, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0581, loss: 1.1719 2024-04-01 05:34:07,276 - mmdet - INFO - Epoch [2][1450/7330] lr: 4.612e-06, eta: 4 days, 9:54:53, time: 1.501, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1630, s0.acc: 94.7458, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2549, s1.loss_cls: 0.0795, s1.acc: 94.7441, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1197, s2.loss_cls: 0.0403, s2.acc: 94.4850, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0565, loss: 1.1390 2024-04-01 05:35:20,424 - mmdet - INFO - Epoch [2][1500/7330] lr: 4.612e-06, eta: 4 days, 9:52:53, time: 1.463, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.1733, s0.acc: 94.5062, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2607, s1.loss_cls: 0.0875, s1.acc: 94.2735, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1202, s2.loss_cls: 0.0432, s2.acc: 94.0785, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0561, loss: 1.1616 2024-04-01 05:36:34,644 - mmdet - INFO - Epoch [2][1550/7330] lr: 4.612e-06, eta: 4 days, 9:51:23, time: 1.484, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.1744, s0.acc: 94.4836, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2685, s1.loss_cls: 0.0866, s1.acc: 94.3449, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1221, s2.loss_cls: 0.0420, s2.acc: 94.3555, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0570, loss: 1.1835 2024-04-01 05:37:51,525 - mmdet - INFO - Epoch [2][1600/7330] lr: 4.612e-06, eta: 4 days, 9:51:10, time: 1.538, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.1844, s0.acc: 94.1313, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2704, s1.loss_cls: 0.0900, s1.acc: 94.0569, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1262, s2.loss_cls: 0.0442, s2.acc: 93.9499, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0584, loss: 1.2245 2024-04-01 05:39:04,100 - mmdet - INFO - Epoch [2][1650/7330] lr: 4.612e-06, eta: 4 days, 9:48:54, time: 1.452, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.1612, s0.acc: 94.6567, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2519, s1.loss_cls: 0.0806, s1.acc: 94.5013, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1176, s2.loss_cls: 0.0405, s2.acc: 94.2603, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0548, loss: 1.1267 2024-04-01 05:40:18,131 - mmdet - INFO - Epoch [2][1700/7330] lr: 4.612e-06, eta: 4 days, 9:47:20, time: 1.481, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.1737, s0.acc: 94.4425, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2551, s1.loss_cls: 0.0867, s1.acc: 94.2020, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1198, s2.loss_cls: 0.0423, s2.acc: 94.1186, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0558, loss: 1.1545 2024-04-01 05:41:32,794 - mmdet - INFO - Epoch [2][1750/7330] lr: 4.612e-06, eta: 4 days, 9:46:04, time: 1.493, data_time: 0.061, memory: 28497, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1707, s0.acc: 94.5464, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2575, s1.loss_cls: 0.0858, s1.acc: 94.3737, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1192, s2.loss_cls: 0.0424, s2.acc: 94.2402, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0556, loss: 1.1426 2024-04-01 05:42:46,069 - mmdet - INFO - Epoch [2][1800/7330] lr: 4.612e-06, eta: 4 days, 9:44:09, time: 1.465, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.1827, s0.acc: 94.3022, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2617, s1.loss_cls: 0.0895, s1.acc: 94.2157, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1207, s2.loss_cls: 0.0442, s2.acc: 94.0201, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0560, loss: 1.1921 2024-04-01 05:44:03,305 - mmdet - INFO - Epoch [2][1850/7330] lr: 4.612e-06, eta: 4 days, 9:44:04, time: 1.545, data_time: 0.063, memory: 28497, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.1716, s0.acc: 94.4971, s0.loss_bbox: 0.1970, s0.loss_mask: 0.2527, s1.loss_cls: 0.0866, s1.acc: 94.2876, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1175, s2.loss_cls: 0.0425, s2.acc: 94.1789, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0547, loss: 1.1401 2024-04-01 05:45:21,801 - mmdet - INFO - Epoch [2][1900/7330] lr: 4.612e-06, eta: 4 days, 9:44:33, time: 1.570, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.1605, s0.acc: 94.7805, s0.loss_bbox: 0.1977, s0.loss_mask: 0.2553, s1.loss_cls: 0.0820, s1.acc: 94.5508, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1178, s2.loss_cls: 0.0408, s2.acc: 94.2934, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0549, loss: 1.1252 2024-04-01 05:46:36,186 - mmdet - INFO - Epoch [2][1950/7330] lr: 4.612e-06, eta: 4 days, 9:43:09, time: 1.488, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.1635, s0.acc: 94.6768, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2510, s1.loss_cls: 0.0825, s1.acc: 94.4883, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1169, s2.loss_cls: 0.0410, s2.acc: 94.3860, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0551, loss: 1.1318 2024-04-01 05:47:52,551 - mmdet - INFO - Epoch [2][2000/7330] lr: 4.612e-06, eta: 4 days, 9:42:38, time: 1.527, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.1720, s0.acc: 94.3789, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2677, s1.loss_cls: 0.0863, s1.acc: 94.1499, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1231, s2.loss_cls: 0.0428, s2.acc: 94.0556, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0577, loss: 1.1948 2024-04-01 05:49:12,533 - mmdet - INFO - Epoch [2][2050/7330] lr: 4.612e-06, eta: 4 days, 9:43:45, time: 1.600, data_time: 0.064, memory: 28497, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.1686, s0.acc: 94.6180, s0.loss_bbox: 0.2023, s0.loss_mask: 0.2552, s1.loss_cls: 0.0852, s1.acc: 94.3912, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1189, s2.loss_cls: 0.0425, s2.acc: 94.2115, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0557, loss: 1.1459 2024-04-01 05:50:29,643 - mmdet - INFO - Epoch [2][2100/7330] lr: 4.612e-06, eta: 4 days, 9:43:33, time: 1.542, data_time: 0.063, memory: 28497, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1762, s0.acc: 94.3191, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2613, s1.loss_cls: 0.0888, s1.acc: 94.1611, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1218, s2.loss_cls: 0.0446, s2.acc: 93.9680, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0568, loss: 1.1879 2024-04-01 05:51:45,631 - mmdet - INFO - Epoch [2][2150/7330] lr: 4.612e-06, eta: 4 days, 9:42:51, time: 1.520, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.1760, s0.acc: 94.4321, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2675, s1.loss_cls: 0.0880, s1.acc: 94.2129, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1248, s2.loss_cls: 0.0430, s2.acc: 94.1431, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0583, loss: 1.1891 2024-04-01 05:52:58,495 - mmdet - INFO - Epoch [2][2200/7330] lr: 4.612e-06, eta: 4 days, 9:40:44, time: 1.457, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.1820, s0.acc: 94.2444, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2565, s1.loss_cls: 0.0912, s1.acc: 94.0274, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1196, s2.loss_cls: 0.0448, s2.acc: 93.8049, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0558, loss: 1.2004 2024-04-01 05:54:16,426 - mmdet - INFO - Epoch [2][2250/7330] lr: 4.612e-06, eta: 4 days, 9:40:53, time: 1.559, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1658, s0.acc: 94.6802, s0.loss_bbox: 0.1959, s0.loss_mask: 0.2545, s1.loss_cls: 0.0841, s1.acc: 94.3850, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1192, s2.loss_cls: 0.0421, s2.acc: 94.2547, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0560, loss: 1.1292 2024-04-01 05:55:33,639 - mmdet - INFO - Epoch [2][2300/7330] lr: 4.612e-06, eta: 4 days, 9:40:42, time: 1.544, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.1734, s0.acc: 94.4740, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2619, s1.loss_cls: 0.0876, s1.acc: 94.3131, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1209, s2.loss_cls: 0.0436, s2.acc: 94.0400, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0558, loss: 1.1657 2024-04-01 05:56:53,236 - mmdet - INFO - Epoch [2][2350/7330] lr: 4.612e-06, eta: 4 days, 9:41:32, time: 1.592, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1667, s0.acc: 94.5427, s0.loss_bbox: 0.2023, s0.loss_mask: 0.2528, s1.loss_cls: 0.0841, s1.acc: 94.3173, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1187, s2.loss_cls: 0.0417, s2.acc: 94.1929, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0553, loss: 1.1371 2024-04-01 05:58:10,691 - mmdet - INFO - Epoch [2][2400/7330] lr: 4.612e-06, eta: 4 days, 9:41:26, time: 1.549, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1732, s0.acc: 94.4422, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2583, s1.loss_cls: 0.0856, s1.acc: 94.3516, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1201, s2.loss_cls: 0.0426, s2.acc: 94.1863, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0554, loss: 1.1560 2024-04-01 05:59:25,786 - mmdet - INFO - Epoch [2][2450/7330] lr: 4.612e-06, eta: 4 days, 9:40:17, time: 1.502, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.1739, s0.acc: 94.4402, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2551, s1.loss_cls: 0.0857, s1.acc: 94.3178, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1175, s2.loss_cls: 0.0425, s2.acc: 94.3009, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0540, loss: 1.1629 2024-04-01 06:00:39,558 - mmdet - INFO - Epoch [2][2500/7330] lr: 4.612e-06, eta: 4 days, 9:38:34, time: 1.475, data_time: 0.047, memory: 28497, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.1709, s0.acc: 94.5916, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2605, s1.loss_cls: 0.0870, s1.acc: 94.3484, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1221, s2.loss_cls: 0.0434, s2.acc: 94.2463, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0568, loss: 1.1567 2024-04-01 06:01:54,290 - mmdet - INFO - Epoch [2][2550/7330] lr: 4.612e-06, eta: 4 days, 9:37:16, time: 1.495, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1708, s0.acc: 94.6199, s0.loss_bbox: 0.2039, s0.loss_mask: 0.2608, s1.loss_cls: 0.0852, s1.acc: 94.4561, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1220, s2.loss_cls: 0.0422, s2.acc: 94.2472, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0570, loss: 1.1509 2024-04-01 06:03:10,182 - mmdet - INFO - Epoch [2][2600/7330] lr: 4.612e-06, eta: 4 days, 9:36:28, time: 1.518, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.1695, s0.acc: 94.4470, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2568, s1.loss_cls: 0.0844, s1.acc: 94.3127, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1224, s2.loss_cls: 0.0420, s2.acc: 94.0942, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0581, loss: 1.1728 2024-04-01 06:04:26,494 - mmdet - INFO - Epoch [2][2650/7330] lr: 4.612e-06, eta: 4 days, 9:35:50, time: 1.526, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.1799, s0.acc: 94.2568, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2596, s1.loss_cls: 0.0890, s1.acc: 93.9942, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1224, s2.loss_cls: 0.0440, s2.acc: 93.9495, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0573, loss: 1.1916 2024-04-01 06:05:41,819 - mmdet - INFO - Epoch [2][2700/7330] lr: 4.612e-06, eta: 4 days, 9:34:47, time: 1.507, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1821, s0.acc: 94.2107, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2542, s1.loss_cls: 0.0898, s1.acc: 94.0787, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1200, s2.loss_cls: 0.0440, s2.acc: 93.9716, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0562, loss: 1.1891 2024-04-01 06:06:59,774 - mmdet - INFO - Epoch [2][2750/7330] lr: 4.612e-06, eta: 4 days, 9:34:50, time: 1.559, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1739, s0.acc: 94.3703, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2522, s1.loss_cls: 0.0854, s1.acc: 94.2297, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1189, s2.loss_cls: 0.0424, s2.acc: 94.0711, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0557, loss: 1.1631 2024-04-01 06:08:16,868 - mmdet - INFO - Epoch [2][2800/7330] lr: 4.612e-06, eta: 4 days, 9:34:31, time: 1.542, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.1727, s0.acc: 94.4222, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2591, s1.loss_cls: 0.0847, s1.acc: 94.3682, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1201, s2.loss_cls: 0.0416, s2.acc: 94.2244, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0563, loss: 1.1667 2024-04-01 06:09:34,209 - mmdet - INFO - Epoch [2][2850/7330] lr: 4.612e-06, eta: 4 days, 9:34:17, time: 1.547, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1736, s0.acc: 94.4213, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2543, s1.loss_cls: 0.0856, s1.acc: 94.3116, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1202, s2.loss_cls: 0.0421, s2.acc: 94.2436, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0564, loss: 1.1507 2024-04-01 06:10:50,212 - mmdet - INFO - Epoch [2][2900/7330] lr: 4.612e-06, eta: 4 days, 9:33:29, time: 1.520, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.1721, s0.acc: 94.4670, s0.loss_bbox: 0.2035, s0.loss_mask: 0.2610, s1.loss_cls: 0.0850, s1.acc: 94.3954, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1235, s2.loss_cls: 0.0421, s2.acc: 94.2300, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0577, loss: 1.1590 2024-04-01 06:12:07,018 - mmdet - INFO - Epoch [2][2950/7330] lr: 4.612e-06, eta: 4 days, 9:33:01, time: 1.536, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.1751, s0.acc: 94.4619, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2563, s1.loss_cls: 0.0881, s1.acc: 94.1775, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1196, s2.loss_cls: 0.0447, s2.acc: 93.8004, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0561, loss: 1.1773 2024-04-01 06:13:23,666 - mmdet - INFO - Epoch [2][3000/7330] lr: 4.612e-06, eta: 4 days, 9:32:29, time: 1.533, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.1851, s0.acc: 94.1530, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2603, s1.loss_cls: 0.0913, s1.acc: 94.1251, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1205, s2.loss_cls: 0.0456, s2.acc: 93.8661, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0563, loss: 1.1987 2024-04-01 06:14:42,091 - mmdet - INFO - Epoch [2][3050/7330] lr: 4.612e-06, eta: 4 days, 9:32:39, time: 1.568, data_time: 0.061, memory: 28497, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.1709, s0.acc: 94.4141, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2481, s1.loss_cls: 0.0863, s1.acc: 94.2129, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1154, s2.loss_cls: 0.0433, s2.acc: 94.0094, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0535, loss: 1.1476 2024-04-01 06:15:56,954 - mmdet - INFO - Epoch [2][3100/7330] lr: 4.612e-06, eta: 4 days, 9:31:22, time: 1.497, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1688, s0.acc: 94.6157, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2624, s1.loss_cls: 0.0837, s1.acc: 94.4540, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1227, s2.loss_cls: 0.0415, s2.acc: 94.3504, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0578, loss: 1.1600 2024-04-01 06:17:12,010 - mmdet - INFO - Epoch [2][3150/7330] lr: 4.612e-06, eta: 4 days, 9:30:10, time: 1.502, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.1835, s0.acc: 94.0939, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2554, s1.loss_cls: 0.0901, s1.acc: 93.9699, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1195, s2.loss_cls: 0.0443, s2.acc: 93.9604, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0559, loss: 1.1925 2024-04-01 06:18:26,980 - mmdet - INFO - Epoch [2][3200/7330] lr: 4.612e-06, eta: 4 days, 9:28:56, time: 1.499, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1742, s0.acc: 94.3254, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2547, s1.loss_cls: 0.0883, s1.acc: 94.0580, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1189, s2.loss_cls: 0.0442, s2.acc: 93.9640, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0559, loss: 1.1621 2024-04-01 06:19:42,326 - mmdet - INFO - Epoch [2][3250/7330] lr: 4.612e-06, eta: 4 days, 9:27:50, time: 1.507, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.1775, s0.acc: 94.1663, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2587, s1.loss_cls: 0.0880, s1.acc: 93.9992, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1204, s2.loss_cls: 0.0436, s2.acc: 93.8633, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0569, loss: 1.2033 2024-04-01 06:20:57,930 - mmdet - INFO - Epoch [2][3300/7330] lr: 4.612e-06, eta: 4 days, 9:26:51, time: 1.512, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.1705, s0.acc: 94.4634, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2563, s1.loss_cls: 0.0853, s1.acc: 94.2590, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1199, s2.loss_cls: 0.0420, s2.acc: 94.2083, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0560, loss: 1.1585 2024-04-01 06:22:14,788 - mmdet - INFO - Epoch [2][3350/7330] lr: 4.612e-06, eta: 4 days, 9:26:21, time: 1.538, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1676, s0.acc: 94.5608, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2569, s1.loss_cls: 0.0841, s1.acc: 94.3863, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1214, s2.loss_cls: 0.0415, s2.acc: 94.2067, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0562, loss: 1.1601 2024-04-01 06:23:29,171 - mmdet - INFO - Epoch [2][3400/7330] lr: 4.612e-06, eta: 4 days, 9:24:52, time: 1.487, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.1696, s0.acc: 94.4658, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2506, s1.loss_cls: 0.0846, s1.acc: 94.4005, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1172, s2.loss_cls: 0.0420, s2.acc: 94.2025, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0545, loss: 1.1463 2024-04-01 06:24:46,150 - mmdet - INFO - Epoch [2][3450/7330] lr: 4.612e-06, eta: 4 days, 9:24:25, time: 1.540, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.1728, s0.acc: 94.3254, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2637, s1.loss_cls: 0.0860, s1.acc: 94.1818, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1229, s2.loss_cls: 0.0425, s2.acc: 94.0313, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0571, loss: 1.1915 2024-04-01 06:26:00,016 - mmdet - INFO - Epoch [2][3500/7330] lr: 4.612e-06, eta: 4 days, 9:22:45, time: 1.477, data_time: 0.047, memory: 28497, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1686, s0.acc: 94.6405, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2537, s1.loss_cls: 0.0844, s1.acc: 94.4665, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1186, s2.loss_cls: 0.0416, s2.acc: 94.3699, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0552, loss: 1.1506 2024-04-01 06:27:17,083 - mmdet - INFO - Epoch [2][3550/7330] lr: 4.612e-06, eta: 4 days, 9:22:19, time: 1.541, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1537, s0.acc: 94.9747, s0.loss_bbox: 0.1928, s0.loss_mask: 0.2457, s1.loss_cls: 0.0763, s1.acc: 94.8977, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1153, s2.loss_cls: 0.0381, s2.acc: 94.7255, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0547, loss: 1.0826 2024-04-01 06:28:30,927 - mmdet - INFO - Epoch [2][3600/7330] lr: 4.612e-06, eta: 4 days, 9:20:38, time: 1.477, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1669, s0.acc: 94.6885, s0.loss_bbox: 0.2019, s0.loss_mask: 0.2503, s1.loss_cls: 0.0829, s1.acc: 94.5633, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1173, s2.loss_cls: 0.0415, s2.acc: 94.3614, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0548, loss: 1.1309 2024-04-01 06:29:46,646 - mmdet - INFO - Epoch [2][3650/7330] lr: 4.612e-06, eta: 4 days, 9:19:40, time: 1.514, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1808, s0.acc: 94.2185, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2565, s1.loss_cls: 0.0886, s1.acc: 94.1221, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1200, s2.loss_cls: 0.0432, s2.acc: 94.0271, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0555, loss: 1.1809 2024-04-01 06:31:03,477 - mmdet - INFO - Epoch [2][3700/7330] lr: 4.612e-06, eta: 4 days, 9:19:08, time: 1.537, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1851, s0.acc: 94.0542, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2575, s1.loss_cls: 0.0933, s1.acc: 93.7061, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1191, s2.loss_cls: 0.0460, s2.acc: 93.6556, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0554, loss: 1.1919 2024-04-01 06:32:20,701 - mmdet - INFO - Epoch [2][3750/7330] lr: 4.612e-06, eta: 4 days, 9:18:44, time: 1.544, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1752, s0.acc: 94.2979, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2629, s1.loss_cls: 0.0886, s1.acc: 94.0398, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1229, s2.loss_cls: 0.0437, s2.acc: 93.8816, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0573, loss: 1.1891 2024-04-01 06:33:34,731 - mmdet - INFO - Epoch [2][3800/7330] lr: 4.612e-06, eta: 4 days, 9:17:08, time: 1.481, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1812, s0.acc: 94.1028, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2540, s1.loss_cls: 0.0904, s1.acc: 93.9665, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1202, s2.loss_cls: 0.0447, s2.acc: 93.8057, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0566, loss: 1.1920 2024-04-01 06:34:48,684 - mmdet - INFO - Epoch [2][3850/7330] lr: 4.612e-06, eta: 4 days, 9:15:29, time: 1.479, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.1752, s0.acc: 94.3704, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2534, s1.loss_cls: 0.0880, s1.acc: 94.2232, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1197, s2.loss_cls: 0.0436, s2.acc: 94.0389, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0558, loss: 1.1688 2024-04-01 06:36:04,446 - mmdet - INFO - Epoch [2][3900/7330] lr: 4.612e-06, eta: 4 days, 9:14:32, time: 1.515, data_time: 0.063, memory: 28497, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.1802, s0.acc: 94.2634, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2598, s1.loss_cls: 0.0889, s1.acc: 94.1229, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1207, s2.loss_cls: 0.0432, s2.acc: 94.0797, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0565, loss: 1.1815 2024-04-01 06:37:21,036 - mmdet - INFO - Epoch [2][3950/7330] lr: 4.612e-06, eta: 4 days, 9:13:53, time: 1.532, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.1791, s0.acc: 94.3025, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2537, s1.loss_cls: 0.0914, s1.acc: 94.0056, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1184, s2.loss_cls: 0.0452, s2.acc: 93.7920, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0553, loss: 1.1849 2024-04-01 06:38:38,126 - mmdet - INFO - Epoch [2][4000/7330] lr: 4.612e-06, eta: 4 days, 9:13:25, time: 1.542, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1747, s0.acc: 94.2642, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2562, s1.loss_cls: 0.0878, s1.acc: 93.9800, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1205, s2.loss_cls: 0.0449, s2.acc: 93.6676, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0564, loss: 1.1743 2024-04-01 06:39:52,910 - mmdet - INFO - Epoch [2][4050/7330] lr: 4.612e-06, eta: 4 days, 9:12:05, time: 1.496, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1804, s0.acc: 94.1729, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2584, s1.loss_cls: 0.0911, s1.acc: 93.9263, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1221, s2.loss_cls: 0.0449, s2.acc: 93.7646, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0573, loss: 1.1982 2024-04-01 06:41:10,888 - mmdet - INFO - Epoch [2][4100/7330] lr: 4.612e-06, eta: 4 days, 9:11:56, time: 1.560, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1647, s0.acc: 94.7646, s0.loss_bbox: 0.1962, s0.loss_mask: 0.2445, s1.loss_cls: 0.0837, s1.acc: 94.4467, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1140, s2.loss_cls: 0.0416, s2.acc: 94.3862, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0529, loss: 1.1055 2024-04-01 06:42:28,595 - mmdet - INFO - Epoch [2][4150/7330] lr: 4.612e-06, eta: 4 days, 9:11:41, time: 1.554, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1676, s0.acc: 94.5429, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2590, s1.loss_cls: 0.0849, s1.acc: 94.2913, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1206, s2.loss_cls: 0.0424, s2.acc: 94.0491, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0559, loss: 1.1503 2024-04-01 06:43:44,582 - mmdet - INFO - Epoch [2][4200/7330] lr: 4.612e-06, eta: 4 days, 9:10:47, time: 1.520, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1634, s0.acc: 94.6775, s0.loss_bbox: 0.2040, s0.loss_mask: 0.2491, s1.loss_cls: 0.0809, s1.acc: 94.5577, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1175, s2.loss_cls: 0.0399, s2.acc: 94.4707, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0551, loss: 1.1275 2024-04-01 06:44:56,834 - mmdet - INFO - Epoch [2][4250/7330] lr: 4.612e-06, eta: 4 days, 9:08:31, time: 1.445, data_time: 0.069, memory: 28497, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.1802, s0.acc: 94.0974, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2633, s1.loss_cls: 0.0892, s1.acc: 93.9942, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1213, s2.loss_cls: 0.0442, s2.acc: 93.9376, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0564, loss: 1.2152 2024-04-01 06:46:12,385 - mmdet - INFO - Epoch [2][4300/7330] lr: 4.612e-06, eta: 4 days, 9:07:28, time: 1.511, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1728, s0.acc: 94.2319, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2617, s1.loss_cls: 0.0873, s1.acc: 94.0637, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1232, s2.loss_cls: 0.0432, s2.acc: 93.9779, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0573, loss: 1.1895 2024-04-01 06:47:25,049 - mmdet - INFO - Epoch [2][4350/7330] lr: 4.612e-06, eta: 4 days, 9:05:22, time: 1.453, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.1769, s0.acc: 94.3087, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2545, s1.loss_cls: 0.0881, s1.acc: 94.0631, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1190, s2.loss_cls: 0.0445, s2.acc: 93.8708, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0559, loss: 1.1871 2024-04-01 06:48:37,782 - mmdet - INFO - Epoch [2][4400/7330] lr: 4.612e-06, eta: 4 days, 9:03:18, time: 1.455, data_time: 0.062, memory: 28497, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.1723, s0.acc: 94.3893, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2493, s1.loss_cls: 0.0858, s1.acc: 94.2944, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1158, s2.loss_cls: 0.0426, s2.acc: 94.1396, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0539, loss: 1.1564 2024-04-01 06:49:52,749 - mmdet - INFO - Epoch [2][4450/7330] lr: 4.612e-06, eta: 4 days, 9:02:03, time: 1.499, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.1676, s0.acc: 94.5076, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2506, s1.loss_cls: 0.0855, s1.acc: 94.2398, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1184, s2.loss_cls: 0.0422, s2.acc: 94.0965, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0559, loss: 1.1507 2024-04-01 06:51:09,469 - mmdet - INFO - Epoch [2][4500/7330] lr: 4.612e-06, eta: 4 days, 9:01:24, time: 1.534, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.1589, s0.acc: 94.7081, s0.loss_bbox: 0.2019, s0.loss_mask: 0.2507, s1.loss_cls: 0.0808, s1.acc: 94.3937, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1173, s2.loss_cls: 0.0405, s2.acc: 94.3564, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0546, loss: 1.1171 2024-04-01 06:52:21,826 - mmdet - INFO - Epoch [2][4550/7330] lr: 4.612e-06, eta: 4 days, 8:59:13, time: 1.447, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.1668, s0.acc: 94.6926, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2515, s1.loss_cls: 0.0854, s1.acc: 94.4145, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1169, s2.loss_cls: 0.0432, s2.acc: 94.1572, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0546, loss: 1.1349 2024-04-01 06:53:35,772 - mmdet - INFO - Epoch [2][4600/7330] lr: 4.612e-06, eta: 4 days, 8:57:36, time: 1.479, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.1771, s0.acc: 94.3755, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2586, s1.loss_cls: 0.0872, s1.acc: 94.2768, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1201, s2.loss_cls: 0.0429, s2.acc: 94.2133, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0562, loss: 1.1717 2024-04-01 06:54:48,873 - mmdet - INFO - Epoch [2][4650/7330] lr: 4.612e-06, eta: 4 days, 8:55:42, time: 1.462, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.1805, s0.acc: 94.0381, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2635, s1.loss_cls: 0.0879, s1.acc: 94.0556, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1218, s2.loss_cls: 0.0443, s2.acc: 93.9235, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0562, loss: 1.2091 2024-04-01 06:56:03,337 - mmdet - INFO - Epoch [2][4700/7330] lr: 4.612e-06, eta: 4 days, 8:54:16, time: 1.489, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1783, s0.acc: 94.2651, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2628, s1.loss_cls: 0.0895, s1.acc: 94.0607, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1240, s2.loss_cls: 0.0443, s2.acc: 93.8987, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0578, loss: 1.1970 2024-04-01 06:57:22,304 - mmdet - INFO - Epoch [2][4750/7330] lr: 4.612e-06, eta: 4 days, 8:54:24, time: 1.579, data_time: 0.047, memory: 28497, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1758, s0.acc: 94.3342, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2442, s1.loss_cls: 0.0880, s1.acc: 94.1603, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1137, s2.loss_cls: 0.0438, s2.acc: 93.9330, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0526, loss: 1.1523 2024-04-01 06:58:37,436 - mmdet - INFO - Epoch [2][4800/7330] lr: 4.612e-06, eta: 4 days, 8:53:12, time: 1.503, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.1758, s0.acc: 94.2866, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2521, s1.loss_cls: 0.0897, s1.acc: 93.9912, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1175, s2.loss_cls: 0.0446, s2.acc: 93.9296, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0547, loss: 1.1680 2024-04-01 06:59:52,276 - mmdet - INFO - Epoch [2][4850/7330] lr: 4.612e-06, eta: 4 days, 8:51:54, time: 1.497, data_time: 0.062, memory: 28497, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1720, s0.acc: 94.4697, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2537, s1.loss_cls: 0.0877, s1.acc: 94.2732, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1199, s2.loss_cls: 0.0440, s2.acc: 94.0297, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0560, loss: 1.1593 2024-04-01 07:01:06,047 - mmdet - INFO - Epoch [2][4900/7330] lr: 4.612e-06, eta: 4 days, 8:50:13, time: 1.475, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1721, s0.acc: 94.4771, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2567, s1.loss_cls: 0.0854, s1.acc: 94.3353, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1203, s2.loss_cls: 0.0421, s2.acc: 94.2521, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0557, loss: 1.1616 2024-04-01 07:02:22,635 - mmdet - INFO - Epoch [2][4950/7330] lr: 4.612e-06, eta: 4 days, 8:49:31, time: 1.532, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1816, s0.acc: 94.3052, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2542, s1.loss_cls: 0.0912, s1.acc: 94.0912, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1171, s2.loss_cls: 0.0452, s2.acc: 94.0634, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0544, loss: 1.1733 2024-04-01 07:03:38,213 - mmdet - INFO - Epoch [2][5000/7330] lr: 4.612e-06, eta: 4 days, 8:48:28, time: 1.512, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1720, s0.acc: 94.5032, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2527, s1.loss_cls: 0.0863, s1.acc: 94.2613, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1183, s2.loss_cls: 0.0427, s2.acc: 94.0143, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0558, loss: 1.1508 2024-04-01 07:04:52,185 - mmdet - INFO - Epoch [2][5050/7330] lr: 4.612e-06, eta: 4 days, 8:46:52, time: 1.479, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.1763, s0.acc: 94.3435, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2492, s1.loss_cls: 0.0869, s1.acc: 94.2256, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1193, s2.loss_cls: 0.0427, s2.acc: 94.1509, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0552, loss: 1.1646 2024-04-01 07:06:08,131 - mmdet - INFO - Epoch [2][5100/7330] lr: 4.612e-06, eta: 4 days, 8:45:56, time: 1.518, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1735, s0.acc: 94.3210, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2522, s1.loss_cls: 0.0881, s1.acc: 94.0908, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1188, s2.loss_cls: 0.0436, s2.acc: 94.0052, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0560, loss: 1.1723 2024-04-01 07:07:25,025 - mmdet - INFO - Epoch [2][5150/7330] lr: 4.612e-06, eta: 4 days, 8:45:20, time: 1.538, data_time: 0.061, memory: 28497, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1656, s0.acc: 94.6470, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2496, s1.loss_cls: 0.0830, s1.acc: 94.4908, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1143, s2.loss_cls: 0.0410, s2.acc: 94.2793, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0531, loss: 1.1261 2024-04-01 07:08:40,326 - mmdet - INFO - Epoch [2][5200/7330] lr: 4.612e-06, eta: 4 days, 8:44:11, time: 1.506, data_time: 0.061, memory: 28497, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.1743, s0.acc: 94.2808, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2527, s1.loss_cls: 0.0872, s1.acc: 94.0177, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1164, s2.loss_cls: 0.0434, s2.acc: 93.8864, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0543, loss: 1.1748 2024-04-01 07:09:56,140 - mmdet - INFO - Epoch [2][5250/7330] lr: 4.612e-06, eta: 4 days, 8:43:12, time: 1.516, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.1655, s0.acc: 94.6016, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2505, s1.loss_cls: 0.0838, s1.acc: 94.3456, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1167, s2.loss_cls: 0.0419, s2.acc: 94.1653, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0547, loss: 1.1324 2024-04-01 07:11:12,741 - mmdet - INFO - Epoch [2][5300/7330] lr: 4.612e-06, eta: 4 days, 8:42:29, time: 1.532, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.1702, s0.acc: 94.4553, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2452, s1.loss_cls: 0.0870, s1.acc: 94.1785, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1148, s2.loss_cls: 0.0436, s2.acc: 93.9874, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0542, loss: 1.1499 2024-04-01 07:12:23,943 - mmdet - INFO - Epoch [2][5350/7330] lr: 4.612e-06, eta: 4 days, 8:39:58, time: 1.424, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1635, s0.acc: 94.7551, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2594, s1.loss_cls: 0.0814, s1.acc: 94.6207, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1208, s2.loss_cls: 0.0408, s2.acc: 94.4511, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0568, loss: 1.1448 2024-04-01 07:13:39,139 - mmdet - INFO - Epoch [2][5400/7330] lr: 4.612e-06, eta: 4 days, 8:38:47, time: 1.504, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1806, s0.acc: 94.1797, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2595, s1.loss_cls: 0.0910, s1.acc: 93.9484, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1215, s2.loss_cls: 0.0444, s2.acc: 93.9199, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0570, loss: 1.1913 2024-04-01 07:15:00,198 - mmdet - INFO - Epoch [2][5450/7330] lr: 4.612e-06, eta: 4 days, 8:39:31, time: 1.621, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1732, s0.acc: 94.5023, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2527, s1.loss_cls: 0.0860, s1.acc: 94.3224, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1196, s2.loss_cls: 0.0420, s2.acc: 94.1442, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0562, loss: 1.1523 2024-04-01 07:16:14,637 - mmdet - INFO - Epoch [2][5500/7330] lr: 4.612e-06, eta: 4 days, 8:38:04, time: 1.489, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1754, s0.acc: 94.3720, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2545, s1.loss_cls: 0.0897, s1.acc: 94.0893, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1189, s2.loss_cls: 0.0447, s2.acc: 93.8908, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0556, loss: 1.1696 2024-04-01 07:17:30,523 - mmdet - INFO - Epoch [2][5550/7330] lr: 4.612e-06, eta: 4 days, 8:37:06, time: 1.518, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1744, s0.acc: 94.3398, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2556, s1.loss_cls: 0.0873, s1.acc: 94.2238, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1196, s2.loss_cls: 0.0434, s2.acc: 93.9725, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0565, loss: 1.1761 2024-04-01 07:18:47,283 - mmdet - INFO - Epoch [2][5600/7330] lr: 4.612e-06, eta: 4 days, 8:36:25, time: 1.535, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1722, s0.acc: 94.3933, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2600, s1.loss_cls: 0.0851, s1.acc: 94.2271, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1196, s2.loss_cls: 0.0416, s2.acc: 94.1604, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0557, loss: 1.1620 2024-04-01 07:20:02,561 - mmdet - INFO - Epoch [2][5650/7330] lr: 4.612e-06, eta: 4 days, 8:35:15, time: 1.506, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1715, s0.acc: 94.4793, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2576, s1.loss_cls: 0.0867, s1.acc: 94.2384, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1213, s2.loss_cls: 0.0424, s2.acc: 94.1874, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0565, loss: 1.1694 2024-04-01 07:21:20,500 - mmdet - INFO - Epoch [2][5700/7330] lr: 4.612e-06, eta: 4 days, 8:34:56, time: 1.559, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1694, s0.acc: 94.6692, s0.loss_bbox: 0.1962, s0.loss_mask: 0.2495, s1.loss_cls: 0.0859, s1.acc: 94.4141, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1160, s2.loss_cls: 0.0425, s2.acc: 94.2778, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0541, loss: 1.1238 2024-04-01 07:22:39,966 - mmdet - INFO - Epoch [2][5750/7330] lr: 4.612e-06, eta: 4 days, 8:35:05, time: 1.589, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1704, s0.acc: 94.5053, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2522, s1.loss_cls: 0.0862, s1.acc: 94.2581, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1168, s2.loss_cls: 0.0433, s2.acc: 94.1087, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0547, loss: 1.1461 2024-04-01 07:23:53,860 - mmdet - INFO - Epoch [2][5800/7330] lr: 4.612e-06, eta: 4 days, 8:33:28, time: 1.478, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.1682, s0.acc: 94.4396, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2554, s1.loss_cls: 0.0842, s1.acc: 94.2445, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1201, s2.loss_cls: 0.0421, s2.acc: 94.1042, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0562, loss: 1.1538 2024-04-01 07:25:10,262 - mmdet - INFO - Epoch [2][5850/7330] lr: 4.612e-06, eta: 4 days, 8:32:38, time: 1.528, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1695, s0.acc: 94.5566, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2531, s1.loss_cls: 0.0850, s1.acc: 94.3457, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1191, s2.loss_cls: 0.0423, s2.acc: 94.2147, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0556, loss: 1.1456 2024-04-01 07:26:27,893 - mmdet - INFO - Epoch [2][5900/7330] lr: 4.612e-06, eta: 4 days, 8:32:12, time: 1.553, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1849, s0.acc: 94.1035, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2563, s1.loss_cls: 0.0917, s1.acc: 93.8745, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1198, s2.loss_cls: 0.0445, s2.acc: 93.7012, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0560, loss: 1.1953 2024-04-01 07:27:44,312 - mmdet - INFO - Epoch [2][5950/7330] lr: 4.612e-06, eta: 4 days, 8:31:22, time: 1.528, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1664, s0.acc: 94.6513, s0.loss_bbox: 0.1980, s0.loss_mask: 0.2593, s1.loss_cls: 0.0838, s1.acc: 94.4414, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1210, s2.loss_cls: 0.0413, s2.acc: 94.3567, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0564, loss: 1.1383 2024-04-01 07:28:59,722 - mmdet - INFO - Epoch [2][6000/7330] lr: 4.612e-06, eta: 4 days, 8:30:14, time: 1.508, data_time: 0.065, memory: 28497, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1721, s0.acc: 94.3870, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2517, s1.loss_cls: 0.0871, s1.acc: 94.2186, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1177, s2.loss_cls: 0.0434, s2.acc: 94.0384, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0556, loss: 1.1507 2024-04-01 07:30:13,641 - mmdet - INFO - Epoch [2][6050/7330] lr: 4.612e-06, eta: 4 days, 8:28:37, time: 1.478, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1805, s0.acc: 94.1697, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2539, s1.loss_cls: 0.0901, s1.acc: 93.9632, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1181, s2.loss_cls: 0.0449, s2.acc: 93.8950, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0552, loss: 1.1736 2024-04-01 07:31:27,568 - mmdet - INFO - Epoch [2][6100/7330] lr: 4.612e-06, eta: 4 days, 8:27:00, time: 1.479, data_time: 0.067, memory: 28497, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1844, s0.acc: 94.0225, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2547, s1.loss_cls: 0.0923, s1.acc: 93.8874, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1191, s2.loss_cls: 0.0454, s2.acc: 93.7459, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0554, loss: 1.1959 2024-04-01 07:32:45,864 - mmdet - INFO - Epoch [2][6150/7330] lr: 4.612e-06, eta: 4 days, 8:26:45, time: 1.566, data_time: 0.064, memory: 28497, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1727, s0.acc: 94.3999, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2503, s1.loss_cls: 0.0864, s1.acc: 94.2373, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1172, s2.loss_cls: 0.0427, s2.acc: 94.0280, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0546, loss: 1.1579 2024-04-01 07:34:03,026 - mmdet - INFO - Epoch [2][6200/7330] lr: 4.612e-06, eta: 4 days, 8:26:09, time: 1.543, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1571, s0.acc: 94.8408, s0.loss_bbox: 0.1948, s0.loss_mask: 0.2496, s1.loss_cls: 0.0795, s1.acc: 94.5902, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1170, s2.loss_cls: 0.0395, s2.acc: 94.4035, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0547, loss: 1.0988 2024-04-01 07:35:18,296 - mmdet - INFO - Epoch [2][6250/7330] lr: 4.612e-06, eta: 4 days, 8:24:57, time: 1.505, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1795, s0.acc: 94.1953, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2599, s1.loss_cls: 0.0896, s1.acc: 94.0408, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1204, s2.loss_cls: 0.0442, s2.acc: 93.9398, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0558, loss: 1.1938 2024-04-01 07:36:33,818 - mmdet - INFO - Epoch [2][6300/7330] lr: 4.612e-06, eta: 4 days, 8:23:50, time: 1.510, data_time: 0.061, memory: 28497, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1783, s0.acc: 94.2854, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2582, s1.loss_cls: 0.0902, s1.acc: 94.0023, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1215, s2.loss_cls: 0.0451, s2.acc: 93.8472, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0572, loss: 1.1774 2024-04-01 07:37:46,684 - mmdet - INFO - Epoch [2][6350/7330] lr: 4.612e-06, eta: 4 days, 8:21:54, time: 1.457, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1721, s0.acc: 94.4993, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2552, s1.loss_cls: 0.0865, s1.acc: 94.2254, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1176, s2.loss_cls: 0.0432, s2.acc: 94.1759, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0550, loss: 1.1546 2024-04-01 07:39:03,233 - mmdet - INFO - Epoch [2][6400/7330] lr: 4.612e-06, eta: 4 days, 8:21:05, time: 1.531, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.1762, s0.acc: 94.2498, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2554, s1.loss_cls: 0.0891, s1.acc: 94.0523, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1190, s2.loss_cls: 0.0450, s2.acc: 93.7886, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0552, loss: 1.1743 2024-04-01 07:40:15,785 - mmdet - INFO - Epoch [2][6450/7330] lr: 4.612e-06, eta: 4 days, 8:19:04, time: 1.451, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1681, s0.acc: 94.5703, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2471, s1.loss_cls: 0.0839, s1.acc: 94.4181, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1158, s2.loss_cls: 0.0423, s2.acc: 94.1719, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0541, loss: 1.1435 2024-04-01 07:41:31,727 - mmdet - INFO - Epoch [2][6500/7330] lr: 4.612e-06, eta: 4 days, 8:18:05, time: 1.519, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1704, s0.acc: 94.4766, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2505, s1.loss_cls: 0.0878, s1.acc: 94.1732, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1176, s2.loss_cls: 0.0437, s2.acc: 94.0267, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0558, loss: 1.1324 2024-04-01 07:42:47,679 - mmdet - INFO - Epoch [2][6550/7330] lr: 4.612e-06, eta: 4 days, 8:17:05, time: 1.519, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1624, s0.acc: 94.6545, s0.loss_bbox: 0.1955, s0.loss_mask: 0.2447, s1.loss_cls: 0.0816, s1.acc: 94.4142, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1140, s2.loss_cls: 0.0405, s2.acc: 94.3139, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0534, loss: 1.0978 2024-04-01 07:44:01,680 - mmdet - INFO - Epoch [2][6600/7330] lr: 4.612e-06, eta: 4 days, 8:15:31, time: 1.480, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1668, s0.acc: 94.4260, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2487, s1.loss_cls: 0.0820, s1.acc: 94.3299, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1169, s2.loss_cls: 0.0414, s2.acc: 94.1854, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0553, loss: 1.1414 2024-04-01 07:45:20,164 - mmdet - INFO - Epoch [2][6650/7330] lr: 4.612e-06, eta: 4 days, 8:15:17, time: 1.570, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1604, s0.acc: 94.8501, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2417, s1.loss_cls: 0.0794, s1.acc: 94.6786, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1144, s2.loss_cls: 0.0393, s2.acc: 94.5228, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0539, loss: 1.0974 2024-04-01 07:46:40,239 - mmdet - INFO - Epoch [2][6700/7330] lr: 4.612e-06, eta: 4 days, 8:15:30, time: 1.601, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1566, s0.acc: 94.8385, s0.loss_bbox: 0.1958, s0.loss_mask: 0.2449, s1.loss_cls: 0.0788, s1.acc: 94.6567, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1156, s2.loss_cls: 0.0395, s2.acc: 94.4689, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0543, loss: 1.0893 2024-04-01 07:47:59,753 - mmdet - INFO - Epoch [2][6750/7330] lr: 4.612e-06, eta: 4 days, 8:15:33, time: 1.590, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1732, s0.acc: 94.3325, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2586, s1.loss_cls: 0.0861, s1.acc: 94.1893, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1228, s2.loss_cls: 0.0431, s2.acc: 93.9491, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0573, loss: 1.1783 2024-04-01 07:49:18,859 - mmdet - INFO - Epoch [2][6800/7330] lr: 4.612e-06, eta: 4 days, 8:15:28, time: 1.583, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1619, s0.acc: 94.6973, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2483, s1.loss_cls: 0.0806, s1.acc: 94.5639, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1175, s2.loss_cls: 0.0395, s2.acc: 94.4099, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0558, loss: 1.1117 2024-04-01 07:50:36,751 - mmdet - INFO - Epoch [2][6850/7330] lr: 4.612e-06, eta: 4 days, 8:15:02, time: 1.558, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1617, s0.acc: 94.6643, s0.loss_bbox: 0.1942, s0.loss_mask: 0.2514, s1.loss_cls: 0.0828, s1.acc: 94.3659, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1176, s2.loss_cls: 0.0412, s2.acc: 94.1752, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0548, loss: 1.1110 2024-04-01 07:51:53,588 - mmdet - INFO - Epoch [2][6900/7330] lr: 4.612e-06, eta: 4 days, 8:14:16, time: 1.537, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1711, s0.acc: 94.5105, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2480, s1.loss_cls: 0.0854, s1.acc: 94.3293, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1163, s2.loss_cls: 0.0422, s2.acc: 94.2358, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0547, loss: 1.1380 2024-04-01 07:53:12,259 - mmdet - INFO - Epoch [2][6950/7330] lr: 4.612e-06, eta: 4 days, 8:14:02, time: 1.573, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1687, s0.acc: 94.4999, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2517, s1.loss_cls: 0.0838, s1.acc: 94.4704, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1197, s2.loss_cls: 0.0424, s2.acc: 94.2291, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0560, loss: 1.1408 2024-04-01 07:54:32,315 - mmdet - INFO - Epoch [2][7000/7330] lr: 4.612e-06, eta: 4 days, 8:14:12, time: 1.601, data_time: 0.047, memory: 28497, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1692, s0.acc: 94.5112, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2498, s1.loss_cls: 0.0846, s1.acc: 94.3210, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1172, s2.loss_cls: 0.0422, s2.acc: 94.1947, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0549, loss: 1.1367 2024-04-01 07:55:51,352 - mmdet - INFO - Epoch [2][7050/7330] lr: 4.612e-06, eta: 4 days, 8:14:04, time: 1.581, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1665, s0.acc: 94.5784, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2552, s1.loss_cls: 0.0811, s1.acc: 94.5580, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1181, s2.loss_cls: 0.0404, s2.acc: 94.5278, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0556, loss: 1.1361 2024-04-01 07:57:08,578 - mmdet - INFO - Epoch [2][7100/7330] lr: 4.612e-06, eta: 4 days, 8:13:24, time: 1.544, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.1761, s0.acc: 94.2969, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2512, s1.loss_cls: 0.0887, s1.acc: 94.1103, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1184, s2.loss_cls: 0.0441, s2.acc: 94.0318, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0557, loss: 1.1662 2024-04-01 07:58:22,752 - mmdet - INFO - Epoch [2][7150/7330] lr: 4.612e-06, eta: 4 days, 8:11:51, time: 1.484, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1707, s0.acc: 94.4800, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2547, s1.loss_cls: 0.0839, s1.acc: 94.4386, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1201, s2.loss_cls: 0.0414, s2.acc: 94.3060, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0563, loss: 1.1456 2024-04-01 07:59:39,819 - mmdet - INFO - Epoch [2][7200/7330] lr: 4.612e-06, eta: 4 days, 8:11:08, time: 1.541, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.1633, s0.acc: 94.6807, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2541, s1.loss_cls: 0.0806, s1.acc: 94.5802, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1175, s2.loss_cls: 0.0397, s2.acc: 94.3756, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0546, loss: 1.1244 2024-04-01 08:00:57,925 - mmdet - INFO - Epoch [2][7250/7330] lr: 4.612e-06, eta: 4 days, 8:10:42, time: 1.562, data_time: 0.046, memory: 28497, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1767, s0.acc: 94.2803, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2528, s1.loss_cls: 0.0872, s1.acc: 94.1542, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1176, s2.loss_cls: 0.0427, s2.acc: 94.0312, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0551, loss: 1.1668 2024-04-01 08:02:15,362 - mmdet - INFO - Epoch [2][7300/7330] lr: 4.612e-06, eta: 4 days, 8:10:04, time: 1.549, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.1706, s0.acc: 94.3672, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2439, s1.loss_cls: 0.0845, s1.acc: 94.2705, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1153, s2.loss_cls: 0.0427, s2.acc: 94.1512, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0537, loss: 1.1493 2024-04-01 08:03:02,224 - mmdet - INFO - Saving checkpoint at 2 epochs 2024-04-01 08:10:58,436 - mmdet - INFO - Evaluating bbox... 2024-04-01 08:11:37,851 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.401 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.577 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.438 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.225 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.448 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.552 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 ] = 0.314 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.606 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.708 2024-04-01 08:11:37,852 - mmdet - INFO - Evaluating segm... 2024-04-01 08:12:26,755 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.360 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.558 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.391 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.157 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.405 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.547 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.483 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.483 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.483 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.257 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.549 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.655 2024-04-01 08:12:27,395 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-01 08:12:27,399 - mmdet - INFO - Epoch(val) [2][1250] bbox_mAP: 0.4010, bbox_mAP_50: 0.5770, bbox_mAP_75: 0.4380, bbox_mAP_s: 0.2250, bbox_mAP_m: 0.4480, bbox_mAP_l: 0.5520, bbox_mAP_copypaste: 0.401 0.577 0.438 0.225 0.448 0.552, segm_mAP: 0.3600, segm_mAP_50: 0.5580, segm_mAP_75: 0.3910, segm_mAP_s: 0.1570, segm_mAP_m: 0.4050, segm_mAP_l: 0.5470, segm_mAP_copypaste: 0.360 0.558 0.391 0.157 0.405 0.547 2024-04-01 08:13:43,151 - mmdet - INFO - Epoch [3][50/7330] lr: 4.612e-06, eta: 4 days, 7:55:28, time: 1.514, data_time: 0.110, memory: 28497, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.1893, s0.acc: 93.6733, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2598, s1.loss_cls: 0.0909, s1.acc: 93.7291, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1213, s2.loss_cls: 0.0448, s2.acc: 93.7165, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0562, loss: 1.2380 2024-04-01 08:15:02,159 - mmdet - INFO - Epoch [3][100/7330] lr: 4.612e-06, eta: 4 days, 7:55:19, time: 1.580, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1808, s0.acc: 94.0222, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2596, s1.loss_cls: 0.0870, s1.acc: 94.0814, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1223, s2.loss_cls: 0.0428, s2.acc: 93.9351, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0570, loss: 1.2105 2024-04-01 08:16:17,260 - mmdet - INFO - Epoch [3][150/7330] lr: 4.612e-06, eta: 4 days, 7:54:04, time: 1.502, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.1821, s0.acc: 93.9136, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2527, s1.loss_cls: 0.0891, s1.acc: 93.8378, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1195, s2.loss_cls: 0.0445, s2.acc: 93.6351, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0562, loss: 1.2129 2024-04-01 08:17:33,054 - mmdet - INFO - Epoch [3][200/7330] lr: 4.612e-06, eta: 4 days, 7:53:01, time: 1.516, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.1854, s0.acc: 93.8774, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2575, s1.loss_cls: 0.0917, s1.acc: 93.7537, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1208, s2.loss_cls: 0.0461, s2.acc: 93.5598, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0570, loss: 1.2209 2024-04-01 08:18:50,414 - mmdet - INFO - Epoch [3][250/7330] lr: 4.612e-06, eta: 4 days, 7:52:24, time: 1.547, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1740, s0.acc: 94.2024, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2546, s1.loss_cls: 0.0868, s1.acc: 94.0727, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1196, s2.loss_cls: 0.0431, s2.acc: 93.8410, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0553, loss: 1.1672 2024-04-01 08:20:06,323 - mmdet - INFO - Epoch [3][300/7330] lr: 4.612e-06, eta: 4 days, 7:51:22, time: 1.518, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1734, s0.acc: 94.2234, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2501, s1.loss_cls: 0.0852, s1.acc: 94.1859, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1184, s2.loss_cls: 0.0429, s2.acc: 93.9993, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0556, loss: 1.1760 2024-04-01 08:21:23,293 - mmdet - INFO - Epoch [3][350/7330] lr: 4.612e-06, eta: 4 days, 7:50:38, time: 1.539, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.1762, s0.acc: 94.1599, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2463, s1.loss_cls: 0.0868, s1.acc: 94.0844, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1152, s2.loss_cls: 0.0433, s2.acc: 93.9305, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0539, loss: 1.1696 2024-04-01 08:22:38,757 - mmdet - INFO - Epoch [3][400/7330] lr: 4.612e-06, eta: 4 days, 7:49:29, time: 1.509, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1715, s0.acc: 94.3665, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2450, s1.loss_cls: 0.0842, s1.acc: 94.3342, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1149, s2.loss_cls: 0.0413, s2.acc: 94.2717, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0538, loss: 1.1324 2024-04-01 08:23:53,781 - mmdet - INFO - Epoch [3][450/7330] lr: 4.612e-06, eta: 4 days, 7:48:12, time: 1.500, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1685, s0.acc: 94.3018, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2434, s1.loss_cls: 0.0833, s1.acc: 94.2231, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1142, s2.loss_cls: 0.0420, s2.acc: 93.9217, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0535, loss: 1.1380 2024-04-01 08:25:08,118 - mmdet - INFO - Epoch [3][500/7330] lr: 4.612e-06, eta: 4 days, 7:46:44, time: 1.486, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1731, s0.acc: 94.3464, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2525, s1.loss_cls: 0.0862, s1.acc: 94.1951, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1205, s2.loss_cls: 0.0419, s2.acc: 94.1745, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0567, loss: 1.1696 2024-04-01 08:26:26,942 - mmdet - INFO - Epoch [3][550/7330] lr: 4.612e-06, eta: 4 days, 7:46:30, time: 1.577, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.1699, s0.acc: 94.4399, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2514, s1.loss_cls: 0.0826, s1.acc: 94.3944, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1182, s2.loss_cls: 0.0410, s2.acc: 94.2255, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0551, loss: 1.1542 2024-04-01 08:27:41,947 - mmdet - INFO - Epoch [3][600/7330] lr: 4.612e-06, eta: 4 days, 7:45:13, time: 1.500, data_time: 0.046, memory: 28497, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1695, s0.acc: 94.3022, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2435, s1.loss_cls: 0.0845, s1.acc: 94.1641, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1153, s2.loss_cls: 0.0419, s2.acc: 94.0409, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0540, loss: 1.1360 2024-04-01 08:28:58,706 - mmdet - INFO - Epoch [3][650/7330] lr: 4.612e-06, eta: 4 days, 7:44:25, time: 1.535, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1748, s0.acc: 94.1638, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2499, s1.loss_cls: 0.0842, s1.acc: 94.0924, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1156, s2.loss_cls: 0.0415, s2.acc: 94.0742, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0541, loss: 1.1714 2024-04-01 08:30:14,936 - mmdet - INFO - Epoch [3][700/7330] lr: 4.612e-06, eta: 4 days, 7:43:27, time: 1.525, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1796, s0.acc: 94.0654, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2508, s1.loss_cls: 0.0886, s1.acc: 93.9936, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1177, s2.loss_cls: 0.0439, s2.acc: 93.8792, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0550, loss: 1.1736 2024-04-01 08:31:37,013 - mmdet - INFO - Epoch [3][750/7330] lr: 4.612e-06, eta: 4 days, 7:44:04, time: 1.641, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1752, s0.acc: 94.1904, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2493, s1.loss_cls: 0.0866, s1.acc: 94.0656, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1170, s2.loss_cls: 0.0421, s2.acc: 94.0011, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0547, loss: 1.1680 2024-04-01 08:32:50,544 - mmdet - INFO - Epoch [3][800/7330] lr: 4.612e-06, eta: 4 days, 7:42:23, time: 1.471, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1635, s0.acc: 94.6936, s0.loss_bbox: 0.1960, s0.loss_mask: 0.2449, s1.loss_cls: 0.0819, s1.acc: 94.5356, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1146, s2.loss_cls: 0.0408, s2.acc: 94.4151, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0537, loss: 1.0934 2024-04-01 08:34:04,428 - mmdet - INFO - Epoch [3][850/7330] lr: 4.612e-06, eta: 4 days, 7:40:48, time: 1.478, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1710, s0.acc: 94.2505, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2512, s1.loss_cls: 0.0832, s1.acc: 94.1667, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1176, s2.loss_cls: 0.0419, s2.acc: 94.0203, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0550, loss: 1.1612 2024-04-01 08:35:21,465 - mmdet - INFO - Epoch [3][900/7330] lr: 4.612e-06, eta: 4 days, 7:40:03, time: 1.541, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1724, s0.acc: 94.2654, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2544, s1.loss_cls: 0.0858, s1.acc: 94.1412, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1204, s2.loss_cls: 0.0430, s2.acc: 93.9582, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0570, loss: 1.1594 2024-04-01 08:36:39,089 - mmdet - INFO - Epoch [3][950/7330] lr: 4.612e-06, eta: 4 days, 7:39:27, time: 1.552, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1831, s0.acc: 93.9700, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2507, s1.loss_cls: 0.0902, s1.acc: 93.9159, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1177, s2.loss_cls: 0.0446, s2.acc: 93.7041, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0549, loss: 1.1941 2024-04-01 08:37:57,547 - mmdet - INFO - Epoch [3][1000/7330] lr: 4.612e-06, eta: 4 days, 7:39:04, time: 1.570, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.1825, s0.acc: 93.7705, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2580, s1.loss_cls: 0.0908, s1.acc: 93.6199, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1194, s2.loss_cls: 0.0449, s2.acc: 93.4446, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0556, loss: 1.2048 2024-04-01 08:39:15,934 - mmdet - INFO - Epoch [3][1050/7330] lr: 4.612e-06, eta: 4 days, 7:38:40, time: 1.567, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1682, s0.acc: 94.4277, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2460, s1.loss_cls: 0.0827, s1.acc: 94.2794, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1162, s2.loss_cls: 0.0405, s2.acc: 94.2844, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0548, loss: 1.1322 2024-04-01 08:40:33,708 - mmdet - INFO - Epoch [3][1100/7330] lr: 4.612e-06, eta: 4 days, 7:38:06, time: 1.556, data_time: 0.063, memory: 28497, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1718, s0.acc: 94.2832, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2496, s1.loss_cls: 0.0842, s1.acc: 94.1232, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1168, s2.loss_cls: 0.0421, s2.acc: 93.8680, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0554, loss: 1.1644 2024-04-01 08:41:50,159 - mmdet - INFO - Epoch [3][1150/7330] lr: 4.612e-06, eta: 4 days, 7:37:11, time: 1.529, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1751, s0.acc: 94.2524, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2455, s1.loss_cls: 0.0870, s1.acc: 94.0597, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1145, s2.loss_cls: 0.0428, s2.acc: 93.9667, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0531, loss: 1.1481 2024-04-01 08:43:04,904 - mmdet - INFO - Epoch [3][1200/7330] lr: 4.612e-06, eta: 4 days, 7:35:49, time: 1.495, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1736, s0.acc: 94.3054, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2551, s1.loss_cls: 0.0858, s1.acc: 94.2201, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1188, s2.loss_cls: 0.0426, s2.acc: 94.0693, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0556, loss: 1.1640 2024-04-01 08:44:22,420 - mmdet - INFO - Epoch [3][1250/7330] lr: 4.612e-06, eta: 4 days, 7:35:10, time: 1.550, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1852, s0.acc: 93.8486, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2478, s1.loss_cls: 0.0917, s1.acc: 93.8060, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1169, s2.loss_cls: 0.0462, s2.acc: 93.5704, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0554, loss: 1.2051 2024-04-01 08:45:39,173 - mmdet - INFO - Epoch [3][1300/7330] lr: 4.612e-06, eta: 4 days, 7:34:19, time: 1.535, data_time: 0.061, memory: 28497, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1720, s0.acc: 94.1973, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2509, s1.loss_cls: 0.0841, s1.acc: 94.1546, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1167, s2.loss_cls: 0.0424, s2.acc: 93.9424, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0543, loss: 1.1706 2024-04-01 08:46:56,860 - mmdet - INFO - Epoch [3][1350/7330] lr: 4.612e-06, eta: 4 days, 7:33:42, time: 1.554, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1758, s0.acc: 93.9551, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2580, s1.loss_cls: 0.0886, s1.acc: 93.6914, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1204, s2.loss_cls: 0.0441, s2.acc: 93.4640, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0560, loss: 1.1882 2024-04-01 08:48:13,250 - mmdet - INFO - Epoch [3][1400/7330] lr: 4.612e-06, eta: 4 days, 7:32:45, time: 1.528, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1725, s0.acc: 94.2473, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2456, s1.loss_cls: 0.0861, s1.acc: 94.1562, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1161, s2.loss_cls: 0.0433, s2.acc: 93.8581, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0542, loss: 1.1452 2024-04-01 08:49:29,978 - mmdet - INFO - Epoch [3][1450/7330] lr: 4.612e-06, eta: 4 days, 7:31:53, time: 1.535, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1626, s0.acc: 94.4714, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2429, s1.loss_cls: 0.0814, s1.acc: 94.3491, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1151, s2.loss_cls: 0.0415, s2.acc: 94.0259, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0540, loss: 1.1294 2024-04-01 08:50:45,799 - mmdet - INFO - Epoch [3][1500/7330] lr: 4.612e-06, eta: 4 days, 7:30:47, time: 1.516, data_time: 0.068, memory: 28497, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.1712, s0.acc: 94.2068, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2491, s1.loss_cls: 0.0858, s1.acc: 94.0342, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1171, s2.loss_cls: 0.0427, s2.acc: 93.9523, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0544, loss: 1.1589 2024-04-01 08:51:58,060 - mmdet - INFO - Epoch [3][1550/7330] lr: 4.612e-06, eta: 4 days, 7:28:47, time: 1.445, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1658, s0.acc: 94.5344, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2492, s1.loss_cls: 0.0827, s1.acc: 94.4876, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1187, s2.loss_cls: 0.0415, s2.acc: 94.2854, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0553, loss: 1.1393 2024-04-01 08:53:15,068 - mmdet - INFO - Epoch [3][1600/7330] lr: 4.612e-06, eta: 4 days, 7:27:59, time: 1.540, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1667, s0.acc: 94.4648, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2455, s1.loss_cls: 0.0849, s1.acc: 94.2555, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1150, s2.loss_cls: 0.0422, s2.acc: 94.1150, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0534, loss: 1.1239 2024-04-01 08:54:30,327 - mmdet - INFO - Epoch [3][1650/7330] lr: 4.612e-06, eta: 4 days, 7:26:45, time: 1.505, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1551, s0.acc: 94.9180, s0.loss_bbox: 0.1985, s0.loss_mask: 0.2386, s1.loss_cls: 0.0782, s1.acc: 94.7102, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1136, s2.loss_cls: 0.0393, s2.acc: 94.4503, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0536, loss: 1.0859 2024-04-01 08:55:45,581 - mmdet - INFO - Epoch [3][1700/7330] lr: 4.612e-06, eta: 4 days, 7:25:30, time: 1.505, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1745, s0.acc: 94.3101, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2481, s1.loss_cls: 0.0873, s1.acc: 94.1309, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1150, s2.loss_cls: 0.0431, s2.acc: 93.9995, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0536, loss: 1.1468 2024-04-01 08:57:01,018 - mmdet - INFO - Epoch [3][1750/7330] lr: 4.612e-06, eta: 4 days, 7:24:18, time: 1.509, data_time: 0.065, memory: 28497, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1680, s0.acc: 94.4917, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2435, s1.loss_cls: 0.0833, s1.acc: 94.4249, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1158, s2.loss_cls: 0.0418, s2.acc: 94.3129, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0549, loss: 1.1311 2024-04-01 08:58:17,052 - mmdet - INFO - Epoch [3][1800/7330] lr: 4.612e-06, eta: 4 days, 7:23:15, time: 1.521, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1672, s0.acc: 94.5951, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2479, s1.loss_cls: 0.0839, s1.acc: 94.4037, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1167, s2.loss_cls: 0.0416, s2.acc: 94.2217, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0554, loss: 1.1221 2024-04-01 08:59:29,330 - mmdet - INFO - Epoch [3][1850/7330] lr: 4.612e-06, eta: 4 days, 7:21:16, time: 1.446, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1711, s0.acc: 94.4183, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2565, s1.loss_cls: 0.0864, s1.acc: 94.1146, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1203, s2.loss_cls: 0.0436, s2.acc: 94.0463, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0563, loss: 1.1619 2024-04-01 09:00:46,340 - mmdet - INFO - Epoch [3][1900/7330] lr: 4.612e-06, eta: 4 days, 7:20:28, time: 1.540, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.1708, s0.acc: 94.3783, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2519, s1.loss_cls: 0.0865, s1.acc: 94.1614, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1176, s2.loss_cls: 0.0431, s2.acc: 93.9976, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0543, loss: 1.1506 2024-04-01 09:02:04,664 - mmdet - INFO - Epoch [3][1950/7330] lr: 4.612e-06, eta: 4 days, 7:19:59, time: 1.567, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1720, s0.acc: 94.4714, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2472, s1.loss_cls: 0.0852, s1.acc: 94.2985, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1147, s2.loss_cls: 0.0426, s2.acc: 94.1881, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0530, loss: 1.1353 2024-04-01 09:03:19,352 - mmdet - INFO - Epoch [3][2000/7330] lr: 4.612e-06, eta: 4 days, 7:18:36, time: 1.494, data_time: 0.061, memory: 28497, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.1790, s0.acc: 94.0400, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2518, s1.loss_cls: 0.0912, s1.acc: 93.8264, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1178, s2.loss_cls: 0.0447, s2.acc: 93.6753, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0547, loss: 1.1951 2024-04-01 09:04:35,243 - mmdet - INFO - Epoch [3][2050/7330] lr: 4.612e-06, eta: 4 days, 7:17:31, time: 1.518, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1770, s0.acc: 94.1548, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2471, s1.loss_cls: 0.0885, s1.acc: 94.0079, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1157, s2.loss_cls: 0.0437, s2.acc: 93.8739, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0539, loss: 1.1716 2024-04-01 09:05:53,565 - mmdet - INFO - Epoch [3][2100/7330] lr: 4.612e-06, eta: 4 days, 7:17:01, time: 1.566, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1756, s0.acc: 94.1436, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2482, s1.loss_cls: 0.0890, s1.acc: 93.9229, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1183, s2.loss_cls: 0.0451, s2.acc: 93.7244, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0554, loss: 1.1637 2024-04-01 09:07:09,067 - mmdet - INFO - Epoch [3][2150/7330] lr: 4.612e-06, eta: 4 days, 7:15:50, time: 1.510, data_time: 0.061, memory: 28497, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1655, s0.acc: 94.4536, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2391, s1.loss_cls: 0.0840, s1.acc: 94.2403, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1122, s2.loss_cls: 0.0420, s2.acc: 94.0045, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0528, loss: 1.1152 2024-04-01 09:08:25,942 - mmdet - INFO - Epoch [3][2200/7330] lr: 4.612e-06, eta: 4 days, 7:14:59, time: 1.538, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1680, s0.acc: 94.3784, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2456, s1.loss_cls: 0.0830, s1.acc: 94.3136, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1166, s2.loss_cls: 0.0412, s2.acc: 94.1823, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0548, loss: 1.1325 2024-04-01 09:09:37,981 - mmdet - INFO - Epoch [3][2250/7330] lr: 4.612e-06, eta: 4 days, 7:12:57, time: 1.441, data_time: 0.063, memory: 28497, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1638, s0.acc: 94.6113, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2457, s1.loss_cls: 0.0822, s1.acc: 94.4838, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1151, s2.loss_cls: 0.0412, s2.acc: 94.2433, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0535, loss: 1.1178 2024-04-01 09:10:55,671 - mmdet - INFO - Epoch [3][2300/7330] lr: 4.612e-06, eta: 4 days, 7:12:17, time: 1.554, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1696, s0.acc: 94.4558, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2522, s1.loss_cls: 0.0838, s1.acc: 94.4009, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1182, s2.loss_cls: 0.0416, s2.acc: 94.1688, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0553, loss: 1.1566 2024-04-01 09:12:12,504 - mmdet - INFO - Epoch [3][2350/7330] lr: 4.612e-06, eta: 4 days, 7:11:25, time: 1.537, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.1829, s0.acc: 93.9519, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2566, s1.loss_cls: 0.0891, s1.acc: 93.9244, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1214, s2.loss_cls: 0.0446, s2.acc: 93.7445, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0569, loss: 1.2075 2024-04-01 09:13:26,713 - mmdet - INFO - Epoch [3][2400/7330] lr: 4.612e-06, eta: 4 days, 7:09:55, time: 1.484, data_time: 0.047, memory: 28497, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1733, s0.acc: 94.4269, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2518, s1.loss_cls: 0.0865, s1.acc: 94.3128, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1188, s2.loss_cls: 0.0428, s2.acc: 94.3099, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0563, loss: 1.1585 2024-04-01 09:14:42,350 - mmdet - INFO - Epoch [3][2450/7330] lr: 4.612e-06, eta: 4 days, 7:08:46, time: 1.513, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1709, s0.acc: 94.3838, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2464, s1.loss_cls: 0.0853, s1.acc: 94.1884, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1162, s2.loss_cls: 0.0424, s2.acc: 94.1136, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0545, loss: 1.1477 2024-04-01 09:15:59,220 - mmdet - INFO - Epoch [3][2500/7330] lr: 4.612e-06, eta: 4 days, 7:07:54, time: 1.537, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1606, s0.acc: 94.6296, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2469, s1.loss_cls: 0.0822, s1.acc: 94.3673, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1143, s2.loss_cls: 0.0412, s2.acc: 94.1749, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0534, loss: 1.1043 2024-04-01 09:17:12,092 - mmdet - INFO - Epoch [3][2550/7330] lr: 4.612e-06, eta: 4 days, 7:06:05, time: 1.457, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1593, s0.acc: 94.8210, s0.loss_bbox: 0.1946, s0.loss_mask: 0.2392, s1.loss_cls: 0.0804, s1.acc: 94.5888, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1129, s2.loss_cls: 0.0401, s2.acc: 94.3811, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0532, loss: 1.0766 2024-04-01 09:18:25,867 - mmdet - INFO - Epoch [3][2600/7330] lr: 4.612e-06, eta: 4 days, 7:04:28, time: 1.475, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.1807, s0.acc: 93.8848, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2545, s1.loss_cls: 0.0906, s1.acc: 93.7271, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1204, s2.loss_cls: 0.0446, s2.acc: 93.6300, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0562, loss: 1.2150 2024-04-01 09:19:40,495 - mmdet - INFO - Epoch [3][2650/7330] lr: 4.612e-06, eta: 4 days, 7:03:05, time: 1.493, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1867, s0.acc: 93.9866, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2575, s1.loss_cls: 0.0919, s1.acc: 93.9481, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1198, s2.loss_cls: 0.0457, s2.acc: 93.8011, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0555, loss: 1.1965 2024-04-01 09:20:55,373 - mmdet - INFO - Epoch [3][2700/7330] lr: 4.612e-06, eta: 4 days, 7:01:44, time: 1.498, data_time: 0.061, memory: 28497, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1689, s0.acc: 94.4426, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2492, s1.loss_cls: 0.0823, s1.acc: 94.4140, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1164, s2.loss_cls: 0.0407, s2.acc: 94.3563, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0546, loss: 1.1335 2024-04-01 09:22:12,518 - mmdet - INFO - Epoch [3][2750/7330] lr: 4.612e-06, eta: 4 days, 7:00:56, time: 1.542, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1794, s0.acc: 94.1934, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2481, s1.loss_cls: 0.0897, s1.acc: 93.9903, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1168, s2.loss_cls: 0.0442, s2.acc: 93.8438, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0544, loss: 1.1737 2024-04-01 09:23:27,423 - mmdet - INFO - Epoch [3][2800/7330] lr: 4.612e-06, eta: 4 days, 6:59:36, time: 1.498, data_time: 0.063, memory: 28497, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.1790, s0.acc: 94.2271, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2473, s1.loss_cls: 0.0889, s1.acc: 94.1371, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1167, s2.loss_cls: 0.0442, s2.acc: 93.8852, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0550, loss: 1.1719 2024-04-01 09:24:41,680 - mmdet - INFO - Epoch [3][2850/7330] lr: 4.612e-06, eta: 4 days, 6:58:07, time: 1.485, data_time: 0.063, memory: 28497, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1790, s0.acc: 94.0103, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2464, s1.loss_cls: 0.0886, s1.acc: 93.9503, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1167, s2.loss_cls: 0.0444, s2.acc: 93.8603, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0544, loss: 1.1786 2024-04-01 09:25:54,982 - mmdet - INFO - Epoch [3][2900/7330] lr: 4.612e-06, eta: 4 days, 6:56:25, time: 1.466, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1802, s0.acc: 94.0593, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2437, s1.loss_cls: 0.0887, s1.acc: 93.9692, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1149, s2.loss_cls: 0.0442, s2.acc: 93.7846, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0533, loss: 1.1694 2024-04-01 09:27:10,838 - mmdet - INFO - Epoch [3][2950/7330] lr: 4.612e-06, eta: 4 days, 6:55:19, time: 1.517, data_time: 0.061, memory: 28497, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1757, s0.acc: 94.1392, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2432, s1.loss_cls: 0.0873, s1.acc: 94.0523, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1158, s2.loss_cls: 0.0436, s2.acc: 93.8385, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0544, loss: 1.1634 2024-04-01 09:28:24,836 - mmdet - INFO - Epoch [3][3000/7330] lr: 4.612e-06, eta: 4 days, 6:53:46, time: 1.480, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.1694, s0.acc: 94.3767, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2498, s1.loss_cls: 0.0859, s1.acc: 94.2311, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1160, s2.loss_cls: 0.0433, s2.acc: 94.0091, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0543, loss: 1.1484 2024-04-01 09:29:42,995 - mmdet - INFO - Epoch [3][3050/7330] lr: 4.612e-06, eta: 4 days, 6:53:12, time: 1.563, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1777, s0.acc: 94.1824, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2468, s1.loss_cls: 0.0876, s1.acc: 94.0504, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1164, s2.loss_cls: 0.0437, s2.acc: 93.9469, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0547, loss: 1.1686 2024-04-01 09:30:57,764 - mmdet - INFO - Epoch [3][3100/7330] lr: 4.612e-06, eta: 4 days, 6:51:50, time: 1.495, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.1736, s0.acc: 94.2131, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2513, s1.loss_cls: 0.0861, s1.acc: 94.1149, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1194, s2.loss_cls: 0.0426, s2.acc: 93.8945, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0563, loss: 1.1753 2024-04-01 09:32:16,898 - mmdet - INFO - Epoch [3][3150/7330] lr: 4.612e-06, eta: 4 days, 6:51:29, time: 1.583, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1654, s0.acc: 94.5059, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2507, s1.loss_cls: 0.0814, s1.acc: 94.4610, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1175, s2.loss_cls: 0.0406, s2.acc: 94.3832, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0553, loss: 1.1294 2024-04-01 09:33:34,455 - mmdet - INFO - Epoch [3][3200/7330] lr: 4.612e-06, eta: 4 days, 6:50:46, time: 1.551, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1662, s0.acc: 94.4812, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2433, s1.loss_cls: 0.0802, s1.acc: 94.4502, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1161, s2.loss_cls: 0.0399, s2.acc: 94.3323, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0547, loss: 1.1364 2024-04-01 09:34:48,520 - mmdet - INFO - Epoch [3][3250/7330] lr: 4.612e-06, eta: 4 days, 6:49:14, time: 1.481, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1713, s0.acc: 94.3159, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2466, s1.loss_cls: 0.0845, s1.acc: 94.2372, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1171, s2.loss_cls: 0.0420, s2.acc: 94.1646, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0553, loss: 1.1515 2024-04-01 09:36:04,586 - mmdet - INFO - Epoch [3][3300/7330] lr: 4.612e-06, eta: 4 days, 6:48:10, time: 1.521, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1669, s0.acc: 94.4668, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2529, s1.loss_cls: 0.0841, s1.acc: 94.2731, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1194, s2.loss_cls: 0.0420, s2.acc: 94.1561, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0557, loss: 1.1397 2024-04-01 09:37:23,668 - mmdet - INFO - Epoch [3][3350/7330] lr: 4.612e-06, eta: 4 days, 6:47:47, time: 1.582, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1768, s0.acc: 94.1702, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2509, s1.loss_cls: 0.0857, s1.acc: 94.1090, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1181, s2.loss_cls: 0.0434, s2.acc: 93.9246, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0551, loss: 1.1708 2024-04-01 09:38:40,451 - mmdet - INFO - Epoch [3][3400/7330] lr: 4.612e-06, eta: 4 days, 6:46:53, time: 1.536, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.1741, s0.acc: 94.2476, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2471, s1.loss_cls: 0.0864, s1.acc: 94.1075, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1164, s2.loss_cls: 0.0429, s2.acc: 93.9278, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0546, loss: 1.1620 2024-04-01 09:39:59,982 - mmdet - INFO - Epoch [3][3450/7330] lr: 4.612e-06, eta: 4 days, 6:46:36, time: 1.591, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1730, s0.acc: 94.2583, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2497, s1.loss_cls: 0.0858, s1.acc: 94.1422, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1188, s2.loss_cls: 0.0427, s2.acc: 93.9742, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0562, loss: 1.1675 2024-04-01 09:41:17,083 - mmdet - INFO - Epoch [3][3500/7330] lr: 4.612e-06, eta: 4 days, 6:45:45, time: 1.542, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1741, s0.acc: 94.0962, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2529, s1.loss_cls: 0.0860, s1.acc: 93.9907, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1209, s2.loss_cls: 0.0428, s2.acc: 93.8979, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0568, loss: 1.1834 2024-04-01 09:42:30,613 - mmdet - INFO - Epoch [3][3550/7330] lr: 4.612e-06, eta: 4 days, 6:44:06, time: 1.471, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1673, s0.acc: 94.4697, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2472, s1.loss_cls: 0.0823, s1.acc: 94.4247, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1168, s2.loss_cls: 0.0406, s2.acc: 94.3040, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0546, loss: 1.1311 2024-04-01 09:43:45,161 - mmdet - INFO - Epoch [3][3600/7330] lr: 4.612e-06, eta: 4 days, 6:42:41, time: 1.491, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1766, s0.acc: 94.2334, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2479, s1.loss_cls: 0.0873, s1.acc: 94.0619, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1174, s2.loss_cls: 0.0436, s2.acc: 93.9011, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0552, loss: 1.1714 2024-04-01 09:45:00,840 - mmdet - INFO - Epoch [3][3650/7330] lr: 4.612e-06, eta: 4 days, 6:41:31, time: 1.513, data_time: 0.064, memory: 28497, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1858, s0.acc: 93.8359, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2467, s1.loss_cls: 0.0927, s1.acc: 93.6616, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1169, s2.loss_cls: 0.0462, s2.acc: 93.4655, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0545, loss: 1.1916 2024-04-01 09:46:20,057 - mmdet - INFO - Epoch [3][3700/7330] lr: 4.612e-06, eta: 4 days, 6:41:09, time: 1.585, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1641, s0.acc: 94.5261, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2463, s1.loss_cls: 0.0824, s1.acc: 94.3736, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1155, s2.loss_cls: 0.0409, s2.acc: 94.2475, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0541, loss: 1.1176 2024-04-01 09:47:35,712 - mmdet - INFO - Epoch [3][3750/7330] lr: 4.612e-06, eta: 4 days, 6:39:58, time: 1.513, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1749, s0.acc: 94.3022, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2438, s1.loss_cls: 0.0861, s1.acc: 94.2451, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1155, s2.loss_cls: 0.0426, s2.acc: 94.0537, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0544, loss: 1.1423 2024-04-01 09:48:55,348 - mmdet - INFO - Epoch [3][3800/7330] lr: 4.612e-06, eta: 4 days, 6:39:41, time: 1.593, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.1728, s0.acc: 94.3401, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2521, s1.loss_cls: 0.0853, s1.acc: 94.2700, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1190, s2.loss_cls: 0.0427, s2.acc: 94.0141, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0556, loss: 1.1684 2024-04-01 09:50:14,708 - mmdet - INFO - Epoch [3][3850/7330] lr: 4.612e-06, eta: 4 days, 6:39:20, time: 1.587, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1666, s0.acc: 94.3711, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2504, s1.loss_cls: 0.0829, s1.acc: 94.2086, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1161, s2.loss_cls: 0.0417, s2.acc: 93.9464, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0542, loss: 1.1391 2024-04-01 09:51:29,216 - mmdet - INFO - Epoch [3][3900/7330] lr: 4.612e-06, eta: 4 days, 6:37:54, time: 1.490, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1651, s0.acc: 94.5024, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2480, s1.loss_cls: 0.0843, s1.acc: 94.3016, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1168, s2.loss_cls: 0.0420, s2.acc: 94.1496, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0544, loss: 1.1317 2024-04-01 09:52:46,754 - mmdet - INFO - Epoch [3][3950/7330] lr: 4.612e-06, eta: 4 days, 6:37:07, time: 1.550, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1809, s0.acc: 94.0737, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2509, s1.loss_cls: 0.0886, s1.acc: 93.9666, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1184, s2.loss_cls: 0.0445, s2.acc: 93.7852, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0555, loss: 1.1854 2024-04-01 09:54:03,818 - mmdet - INFO - Epoch [3][4000/7330] lr: 4.612e-06, eta: 4 days, 6:36:15, time: 1.542, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1579, s0.acc: 94.6121, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2427, s1.loss_cls: 0.0781, s1.acc: 94.5508, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1149, s2.loss_cls: 0.0389, s2.acc: 94.3894, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0538, loss: 1.0956 2024-04-01 09:55:23,700 - mmdet - INFO - Epoch [3][4050/7330] lr: 4.612e-06, eta: 4 days, 6:36:00, time: 1.598, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1714, s0.acc: 94.4292, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2520, s1.loss_cls: 0.0850, s1.acc: 94.2327, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1190, s2.loss_cls: 0.0422, s2.acc: 94.1696, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0559, loss: 1.1475 2024-04-01 09:56:38,447 - mmdet - INFO - Epoch [3][4100/7330] lr: 4.612e-06, eta: 4 days, 6:34:37, time: 1.495, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1738, s0.acc: 94.1877, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2473, s1.loss_cls: 0.0856, s1.acc: 94.0838, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1159, s2.loss_cls: 0.0420, s2.acc: 94.1185, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0538, loss: 1.1585 2024-04-01 09:57:50,704 - mmdet - INFO - Epoch [3][4150/7330] lr: 4.612e-06, eta: 4 days, 6:32:41, time: 1.445, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1677, s0.acc: 94.3862, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2389, s1.loss_cls: 0.0831, s1.acc: 94.3169, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1130, s2.loss_cls: 0.0412, s2.acc: 94.2117, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0527, loss: 1.1296 2024-04-01 09:59:05,158 - mmdet - INFO - Epoch [3][4200/7330] lr: 4.612e-06, eta: 4 days, 6:31:15, time: 1.489, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1756, s0.acc: 94.2002, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2381, s1.loss_cls: 0.0860, s1.acc: 94.1016, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1130, s2.loss_cls: 0.0424, s2.acc: 94.1014, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0529, loss: 1.1389 2024-04-01 10:00:18,577 - mmdet - INFO - Epoch [3][4250/7330] lr: 4.612e-06, eta: 4 days, 6:29:35, time: 1.469, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1790, s0.acc: 94.0791, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2497, s1.loss_cls: 0.0858, s1.acc: 94.1564, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1162, s2.loss_cls: 0.0423, s2.acc: 93.9940, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0537, loss: 1.1736 2024-04-01 10:01:31,196 - mmdet - INFO - Epoch [3][4300/7330] lr: 4.612e-06, eta: 4 days, 6:27:45, time: 1.452, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1703, s0.acc: 94.3655, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2395, s1.loss_cls: 0.0836, s1.acc: 94.3018, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1133, s2.loss_cls: 0.0411, s2.acc: 94.2640, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0534, loss: 1.1330 2024-04-01 10:02:45,661 - mmdet - INFO - Epoch [3][4350/7330] lr: 4.612e-06, eta: 4 days, 6:26:19, time: 1.489, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1669, s0.acc: 94.4734, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2506, s1.loss_cls: 0.0817, s1.acc: 94.4309, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1188, s2.loss_cls: 0.0398, s2.acc: 94.4013, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0550, loss: 1.1389 2024-04-01 10:04:01,472 - mmdet - INFO - Epoch [3][4400/7330] lr: 4.612e-06, eta: 4 days, 6:25:10, time: 1.516, data_time: 0.061, memory: 28497, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.1726, s0.acc: 94.3379, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2552, s1.loss_cls: 0.0841, s1.acc: 94.3094, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1201, s2.loss_cls: 0.0418, s2.acc: 94.1444, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0563, loss: 1.1709 2024-04-01 10:05:17,776 - mmdet - INFO - Epoch [3][4450/7330] lr: 4.612e-06, eta: 4 days, 6:24:08, time: 1.526, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1707, s0.acc: 94.4155, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2484, s1.loss_cls: 0.0833, s1.acc: 94.4240, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1172, s2.loss_cls: 0.0414, s2.acc: 94.3019, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0547, loss: 1.1510 2024-04-01 10:06:30,985 - mmdet - INFO - Epoch [3][4500/7330] lr: 4.612e-06, eta: 4 days, 6:22:26, time: 1.464, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1610, s0.acc: 94.7690, s0.loss_bbox: 0.2035, s0.loss_mask: 0.2414, s1.loss_cls: 0.0783, s1.acc: 94.6897, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1130, s2.loss_cls: 0.0389, s2.acc: 94.6396, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0532, loss: 1.0890 2024-04-01 10:07:46,419 - mmdet - INFO - Epoch [3][4550/7330] lr: 4.612e-06, eta: 4 days, 6:21:12, time: 1.509, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1671, s0.acc: 94.4958, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2425, s1.loss_cls: 0.0812, s1.acc: 94.5618, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1159, s2.loss_cls: 0.0397, s2.acc: 94.4183, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0549, loss: 1.1225 2024-04-01 10:09:03,896 - mmdet - INFO - Epoch [3][4600/7330] lr: 4.612e-06, eta: 4 days, 6:20:25, time: 1.550, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1790, s0.acc: 94.1201, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2527, s1.loss_cls: 0.0875, s1.acc: 93.9808, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1190, s2.loss_cls: 0.0434, s2.acc: 93.8201, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0550, loss: 1.1873 2024-04-01 10:10:23,007 - mmdet - INFO - Epoch [3][4650/7330] lr: 4.612e-06, eta: 4 days, 6:19:57, time: 1.582, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1659, s0.acc: 94.6023, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2398, s1.loss_cls: 0.0821, s1.acc: 94.4302, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1145, s2.loss_cls: 0.0415, s2.acc: 94.1179, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0538, loss: 1.1132 2024-04-01 10:11:37,530 - mmdet - INFO - Epoch [3][4700/7330] lr: 4.612e-06, eta: 4 days, 6:18:32, time: 1.490, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1530, s0.acc: 94.9438, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2409, s1.loss_cls: 0.0763, s1.acc: 94.7425, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1140, s2.loss_cls: 0.0381, s2.acc: 94.5294, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0529, loss: 1.0811 2024-04-01 10:12:55,912 - mmdet - INFO - Epoch [3][4750/7330] lr: 4.612e-06, eta: 4 days, 6:17:55, time: 1.568, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1709, s0.acc: 94.2249, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2472, s1.loss_cls: 0.0837, s1.acc: 94.0674, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1163, s2.loss_cls: 0.0416, s2.acc: 93.9779, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0536, loss: 1.1585 2024-04-01 10:14:07,112 - mmdet - INFO - Epoch [3][4800/7330] lr: 4.612e-06, eta: 4 days, 6:15:48, time: 1.424, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1658, s0.acc: 94.5620, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2407, s1.loss_cls: 0.0819, s1.acc: 94.4812, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1124, s2.loss_cls: 0.0410, s2.acc: 94.3084, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0525, loss: 1.1088 2024-04-01 10:15:24,030 - mmdet - INFO - Epoch [3][4850/7330] lr: 4.612e-06, eta: 4 days, 6:14:53, time: 1.538, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.1726, s0.acc: 94.3413, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2502, s1.loss_cls: 0.0862, s1.acc: 94.1801, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1175, s2.loss_cls: 0.0420, s2.acc: 94.0797, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0543, loss: 1.1630 2024-04-01 10:16:36,504 - mmdet - INFO - Epoch [3][4900/7330] lr: 4.612e-06, eta: 4 days, 6:13:02, time: 1.450, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1558, s0.acc: 94.7166, s0.loss_bbox: 0.1989, s0.loss_mask: 0.2395, s1.loss_cls: 0.0787, s1.acc: 94.5869, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1129, s2.loss_cls: 0.0397, s2.acc: 94.4693, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0528, loss: 1.0860 2024-04-01 10:17:50,476 - mmdet - INFO - Epoch [3][4950/7330] lr: 4.612e-06, eta: 4 days, 6:11:30, time: 1.479, data_time: 0.061, memory: 28497, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1644, s0.acc: 94.6169, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2403, s1.loss_cls: 0.0819, s1.acc: 94.4735, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1134, s2.loss_cls: 0.0408, s2.acc: 94.3358, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0539, loss: 1.1039 2024-04-01 10:19:10,630 - mmdet - INFO - Epoch [3][5000/7330] lr: 4.612e-06, eta: 4 days, 6:11:15, time: 1.603, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.1669, s0.acc: 94.4270, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2414, s1.loss_cls: 0.0825, s1.acc: 94.3075, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1131, s2.loss_cls: 0.0414, s2.acc: 94.0412, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0530, loss: 1.1323 2024-04-01 10:20:26,319 - mmdet - INFO - Epoch [3][5050/7330] lr: 4.612e-06, eta: 4 days, 6:10:05, time: 1.514, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1710, s0.acc: 94.4656, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2440, s1.loss_cls: 0.0838, s1.acc: 94.4740, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1152, s2.loss_cls: 0.0416, s2.acc: 94.2556, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0542, loss: 1.1324 2024-04-01 10:21:40,050 - mmdet - INFO - Epoch [3][5100/7330] lr: 4.612e-06, eta: 4 days, 6:08:30, time: 1.475, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1861, s0.acc: 93.8809, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2443, s1.loss_cls: 0.0927, s1.acc: 93.6774, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1159, s2.loss_cls: 0.0456, s2.acc: 93.6250, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0537, loss: 1.1891 2024-04-01 10:22:55,583 - mmdet - INFO - Epoch [3][5150/7330] lr: 4.612e-06, eta: 4 days, 6:07:17, time: 1.511, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1778, s0.acc: 94.1587, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2424, s1.loss_cls: 0.0868, s1.acc: 94.1513, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1138, s2.loss_cls: 0.0429, s2.acc: 93.9898, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0532, loss: 1.1572 2024-04-01 10:24:14,843 - mmdet - INFO - Epoch [3][5200/7330] lr: 4.612e-06, eta: 4 days, 6:06:50, time: 1.585, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1685, s0.acc: 94.3389, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2502, s1.loss_cls: 0.0838, s1.acc: 94.1757, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1171, s2.loss_cls: 0.0414, s2.acc: 94.0990, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0543, loss: 1.1423 2024-04-01 10:25:32,612 - mmdet - INFO - Epoch [3][5250/7330] lr: 4.612e-06, eta: 4 days, 6:06:05, time: 1.555, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1665, s0.acc: 94.4768, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2496, s1.loss_cls: 0.0811, s1.acc: 94.3710, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1181, s2.loss_cls: 0.0404, s2.acc: 94.2157, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0551, loss: 1.1293 2024-04-01 10:26:50,754 - mmdet - INFO - Epoch [3][5300/7330] lr: 4.612e-06, eta: 4 days, 6:05:24, time: 1.563, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1744, s0.acc: 94.2896, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2477, s1.loss_cls: 0.0859, s1.acc: 94.1669, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1168, s2.loss_cls: 0.0427, s2.acc: 94.0019, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0549, loss: 1.1467 2024-04-01 10:28:05,652 - mmdet - INFO - Epoch [3][5350/7330] lr: 4.612e-06, eta: 4 days, 6:04:03, time: 1.498, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1811, s0.acc: 94.0212, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2503, s1.loss_cls: 0.0888, s1.acc: 93.9397, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1172, s2.loss_cls: 0.0443, s2.acc: 93.7264, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0543, loss: 1.1810 2024-04-01 10:29:22,732 - mmdet - INFO - Epoch [3][5400/7330] lr: 4.612e-06, eta: 4 days, 6:03:09, time: 1.542, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1697, s0.acc: 94.4507, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2414, s1.loss_cls: 0.0844, s1.acc: 94.2852, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1147, s2.loss_cls: 0.0421, s2.acc: 94.1791, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0538, loss: 1.1228 2024-04-01 10:30:42,102 - mmdet - INFO - Epoch [3][5450/7330] lr: 4.612e-06, eta: 4 days, 6:02:43, time: 1.587, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1681, s0.acc: 94.4475, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2466, s1.loss_cls: 0.0826, s1.acc: 94.3606, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1165, s2.loss_cls: 0.0414, s2.acc: 94.0860, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0538, loss: 1.1317 2024-04-01 10:31:58,642 - mmdet - INFO - Epoch [3][5500/7330] lr: 4.612e-06, eta: 4 days, 6:01:42, time: 1.531, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1712, s0.acc: 94.2368, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2461, s1.loss_cls: 0.0843, s1.acc: 94.1805, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1160, s2.loss_cls: 0.0420, s2.acc: 94.0507, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0542, loss: 1.1516 2024-04-01 10:33:15,022 - mmdet - INFO - Epoch [3][5550/7330] lr: 4.612e-06, eta: 4 days, 6:00:39, time: 1.528, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1870, s0.acc: 93.8030, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2546, s1.loss_cls: 0.0917, s1.acc: 93.8497, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1206, s2.loss_cls: 0.0456, s2.acc: 93.7068, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0561, loss: 1.2161 2024-04-01 10:34:30,791 - mmdet - INFO - Epoch [3][5600/7330] lr: 4.612e-06, eta: 4 days, 5:59:28, time: 1.515, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1758, s0.acc: 94.1133, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2490, s1.loss_cls: 0.0866, s1.acc: 93.9811, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1175, s2.loss_cls: 0.0431, s2.acc: 93.9455, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0544, loss: 1.1701 2024-04-01 10:35:47,270 - mmdet - INFO - Epoch [3][5650/7330] lr: 4.612e-06, eta: 4 days, 5:58:26, time: 1.530, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1648, s0.acc: 94.4319, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2405, s1.loss_cls: 0.0830, s1.acc: 94.2947, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1136, s2.loss_cls: 0.0413, s2.acc: 94.2052, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0528, loss: 1.1190 2024-04-01 10:37:01,417 - mmdet - INFO - Epoch [3][5700/7330] lr: 4.612e-06, eta: 4 days, 5:56:56, time: 1.483, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1853, s0.acc: 93.7832, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2492, s1.loss_cls: 0.0910, s1.acc: 93.6236, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1178, s2.loss_cls: 0.0456, s2.acc: 93.4878, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0550, loss: 1.2136 2024-04-01 10:38:19,601 - mmdet - INFO - Epoch [3][5750/7330] lr: 4.612e-06, eta: 4 days, 5:56:15, time: 1.564, data_time: 0.062, memory: 28497, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.1856, s0.acc: 93.9817, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2486, s1.loss_cls: 0.0925, s1.acc: 93.8002, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1182, s2.loss_cls: 0.0455, s2.acc: 93.6072, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0556, loss: 1.1972 2024-04-01 10:39:38,104 - mmdet - INFO - Epoch [3][5800/7330] lr: 4.612e-06, eta: 4 days, 5:55:37, time: 1.570, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1642, s0.acc: 94.5046, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2409, s1.loss_cls: 0.0795, s1.acc: 94.5177, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1150, s2.loss_cls: 0.0399, s2.acc: 94.2874, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0543, loss: 1.1185 2024-04-01 10:40:57,519 - mmdet - INFO - Epoch [3][5850/7330] lr: 4.612e-06, eta: 4 days, 5:55:09, time: 1.588, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1791, s0.acc: 94.1436, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2473, s1.loss_cls: 0.0869, s1.acc: 94.1560, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1175, s2.loss_cls: 0.0432, s2.acc: 93.9933, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0547, loss: 1.1817 2024-04-01 10:42:13,987 - mmdet - INFO - Epoch [3][5900/7330] lr: 4.612e-06, eta: 4 days, 5:54:07, time: 1.529, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1817, s0.acc: 93.9150, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2458, s1.loss_cls: 0.0898, s1.acc: 93.8256, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1176, s2.loss_cls: 0.0446, s2.acc: 93.9003, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0545, loss: 1.1941 2024-04-01 10:43:28,370 - mmdet - INFO - Epoch [3][5950/7330] lr: 4.612e-06, eta: 4 days, 5:52:40, time: 1.488, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1771, s0.acc: 93.8923, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2477, s1.loss_cls: 0.0879, s1.acc: 93.8776, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1193, s2.loss_cls: 0.0441, s2.acc: 93.7105, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0557, loss: 1.1882 2024-04-01 10:44:40,664 - mmdet - INFO - Epoch [3][6000/7330] lr: 4.612e-06, eta: 4 days, 5:50:48, time: 1.446, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1739, s0.acc: 94.2905, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2479, s1.loss_cls: 0.0858, s1.acc: 94.2724, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1166, s2.loss_cls: 0.0423, s2.acc: 94.1393, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0543, loss: 1.1563 2024-04-01 10:45:57,261 - mmdet - INFO - Epoch [3][6050/7330] lr: 4.612e-06, eta: 4 days, 5:49:47, time: 1.532, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1638, s0.acc: 94.4565, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2404, s1.loss_cls: 0.0796, s1.acc: 94.4620, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1146, s2.loss_cls: 0.0403, s2.acc: 94.1984, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0542, loss: 1.1258 2024-04-01 10:47:08,970 - mmdet - INFO - Epoch [3][6100/7330] lr: 4.612e-06, eta: 4 days, 5:47:48, time: 1.434, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1732, s0.acc: 94.3743, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2402, s1.loss_cls: 0.0856, s1.acc: 94.2261, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1139, s2.loss_cls: 0.0431, s2.acc: 94.0867, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0538, loss: 1.1320 2024-04-01 10:48:24,204 - mmdet - INFO - Epoch [3][6150/7330] lr: 4.612e-06, eta: 4 days, 5:46:32, time: 1.505, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1583, s0.acc: 94.6982, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2443, s1.loss_cls: 0.0778, s1.acc: 94.6432, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1155, s2.loss_cls: 0.0391, s2.acc: 94.4855, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0540, loss: 1.1086 2024-04-01 10:49:44,341 - mmdet - INFO - Epoch [3][6200/7330] lr: 4.612e-06, eta: 4 days, 5:46:12, time: 1.603, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1692, s0.acc: 94.3589, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2456, s1.loss_cls: 0.0838, s1.acc: 94.2685, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1155, s2.loss_cls: 0.0424, s2.acc: 94.0241, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0541, loss: 1.1488 2024-04-01 10:51:04,549 - mmdet - INFO - Epoch [3][6250/7330] lr: 4.612e-06, eta: 4 days, 5:45:52, time: 1.604, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1661, s0.acc: 94.4080, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2430, s1.loss_cls: 0.0822, s1.acc: 94.3434, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1157, s2.loss_cls: 0.0412, s2.acc: 94.1518, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0545, loss: 1.1361 2024-04-01 10:52:22,883 - mmdet - INFO - Epoch [3][6300/7330] lr: 4.612e-06, eta: 4 days, 5:45:11, time: 1.567, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1575, s0.acc: 94.6697, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2359, s1.loss_cls: 0.0808, s1.acc: 94.3869, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1123, s2.loss_cls: 0.0404, s2.acc: 94.2112, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0530, loss: 1.0882 2024-04-01 10:53:42,133 - mmdet - INFO - Epoch [3][6350/7330] lr: 4.612e-06, eta: 4 days, 5:44:40, time: 1.585, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1711, s0.acc: 94.3154, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2494, s1.loss_cls: 0.0834, s1.acc: 94.3129, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1169, s2.loss_cls: 0.0422, s2.acc: 94.0150, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0544, loss: 1.1620 2024-04-01 10:54:59,827 - mmdet - INFO - Epoch [3][6400/7330] lr: 4.612e-06, eta: 4 days, 5:43:51, time: 1.554, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.1732, s0.acc: 94.2815, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2516, s1.loss_cls: 0.0851, s1.acc: 94.2091, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1187, s2.loss_cls: 0.0425, s2.acc: 93.9419, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0547, loss: 1.1662 2024-04-01 10:56:16,968 - mmdet - INFO - Epoch [3][6450/7330] lr: 4.612e-06, eta: 4 days, 5:42:56, time: 1.543, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1712, s0.acc: 94.4109, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2481, s1.loss_cls: 0.0848, s1.acc: 94.2850, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1182, s2.loss_cls: 0.0418, s2.acc: 94.1006, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0548, loss: 1.1491 2024-04-01 10:57:34,917 - mmdet - INFO - Epoch [3][6500/7330] lr: 4.612e-06, eta: 4 days, 5:42:09, time: 1.559, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1700, s0.acc: 94.2729, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2465, s1.loss_cls: 0.0831, s1.acc: 94.2888, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1157, s2.loss_cls: 0.0413, s2.acc: 94.2294, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0541, loss: 1.1556 2024-04-01 10:58:51,775 - mmdet - INFO - Epoch [3][6550/7330] lr: 4.612e-06, eta: 4 days, 5:41:10, time: 1.537, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1554, s0.acc: 94.8494, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2415, s1.loss_cls: 0.0780, s1.acc: 94.7920, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1146, s2.loss_cls: 0.0395, s2.acc: 94.6113, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0542, loss: 1.0800 2024-04-01 11:00:07,851 - mmdet - INFO - Epoch [3][6600/7330] lr: 4.612e-06, eta: 4 days, 5:40:02, time: 1.522, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1713, s0.acc: 94.3459, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2342, s1.loss_cls: 0.0850, s1.acc: 94.2056, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1121, s2.loss_cls: 0.0433, s2.acc: 93.8643, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0531, loss: 1.1332 2024-04-01 11:01:23,451 - mmdet - INFO - Epoch [3][6650/7330] lr: 4.612e-06, eta: 4 days, 5:38:49, time: 1.512, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1624, s0.acc: 94.6238, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2474, s1.loss_cls: 0.0813, s1.acc: 94.4962, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1169, s2.loss_cls: 0.0408, s2.acc: 94.2413, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0555, loss: 1.1198 2024-04-01 11:02:44,127 - mmdet - INFO - Epoch [3][6700/7330] lr: 4.612e-06, eta: 4 days, 5:38:33, time: 1.613, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1661, s0.acc: 94.3818, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2496, s1.loss_cls: 0.0839, s1.acc: 94.1935, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1173, s2.loss_cls: 0.0422, s2.acc: 94.0393, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0546, loss: 1.1459 2024-04-01 11:04:01,156 - mmdet - INFO - Epoch [3][6750/7330] lr: 4.612e-06, eta: 4 days, 5:37:36, time: 1.541, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1631, s0.acc: 94.6301, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2443, s1.loss_cls: 0.0826, s1.acc: 94.2987, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1154, s2.loss_cls: 0.0420, s2.acc: 93.9992, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0542, loss: 1.1111 2024-04-01 11:05:15,964 - mmdet - INFO - Epoch [3][6800/7330] lr: 4.612e-06, eta: 4 days, 5:36:13, time: 1.496, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1576, s0.acc: 94.7310, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2413, s1.loss_cls: 0.0793, s1.acc: 94.5553, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1145, s2.loss_cls: 0.0400, s2.acc: 94.3274, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0538, loss: 1.0987 2024-04-01 11:06:33,594 - mmdet - INFO - Epoch [3][6850/7330] lr: 4.612e-06, eta: 4 days, 5:35:22, time: 1.553, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1647, s0.acc: 94.5181, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2422, s1.loss_cls: 0.0830, s1.acc: 94.4113, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1161, s2.loss_cls: 0.0412, s2.acc: 94.2575, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0544, loss: 1.1179 2024-04-01 11:07:50,767 - mmdet - INFO - Epoch [3][6900/7330] lr: 4.612e-06, eta: 4 days, 5:34:26, time: 1.543, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1528, s0.acc: 94.8750, s0.loss_bbox: 0.1976, s0.loss_mask: 0.2444, s1.loss_cls: 0.0768, s1.acc: 94.6368, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1162, s2.loss_cls: 0.0385, s2.acc: 94.4647, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0542, loss: 1.0800 2024-04-01 11:09:06,596 - mmdet - INFO - Epoch [3][6950/7330] lr: 4.612e-06, eta: 4 days, 5:33:15, time: 1.517, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1655, s0.acc: 94.4451, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2478, s1.loss_cls: 0.0807, s1.acc: 94.3780, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1178, s2.loss_cls: 0.0406, s2.acc: 94.1319, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0554, loss: 1.1365 2024-04-01 11:10:24,238 - mmdet - INFO - Epoch [3][7000/7330] lr: 4.612e-06, eta: 4 days, 5:32:24, time: 1.553, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1748, s0.acc: 94.2080, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2493, s1.loss_cls: 0.0861, s1.acc: 94.1649, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1169, s2.loss_cls: 0.0426, s2.acc: 94.0348, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0545, loss: 1.1629 2024-04-01 11:11:44,025 - mmdet - INFO - Epoch [3][7050/7330] lr: 4.612e-06, eta: 4 days, 5:31:57, time: 1.596, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1729, s0.acc: 94.2871, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2442, s1.loss_cls: 0.0849, s1.acc: 94.1756, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1166, s2.loss_cls: 0.0419, s2.acc: 94.1328, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0546, loss: 1.1502 2024-04-01 11:13:01,738 - mmdet - INFO - Epoch [3][7100/7330] lr: 4.612e-06, eta: 4 days, 5:31:06, time: 1.554, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1710, s0.acc: 94.2651, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2457, s1.loss_cls: 0.0853, s1.acc: 94.1159, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1159, s2.loss_cls: 0.0425, s2.acc: 93.9250, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0537, loss: 1.1617 2024-04-01 11:14:17,320 - mmdet - INFO - Epoch [3][7150/7330] lr: 4.612e-06, eta: 4 days, 5:29:52, time: 1.512, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1858, s0.acc: 93.8525, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2467, s1.loss_cls: 0.0912, s1.acc: 93.8144, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1169, s2.loss_cls: 0.0455, s2.acc: 93.5397, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0541, loss: 1.1904 2024-04-01 11:15:34,788 - mmdet - INFO - Epoch [3][7200/7330] lr: 4.612e-06, eta: 4 days, 5:28:59, time: 1.549, data_time: 0.065, memory: 28497, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.1907, s0.acc: 93.6025, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2495, s1.loss_cls: 0.0928, s1.acc: 93.6382, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1189, s2.loss_cls: 0.0466, s2.acc: 93.4574, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0556, loss: 1.2433 2024-04-01 11:16:50,539 - mmdet - INFO - Epoch [3][7250/7330] lr: 4.612e-06, eta: 4 days, 5:27:46, time: 1.515, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1764, s0.acc: 94.2305, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2414, s1.loss_cls: 0.0861, s1.acc: 94.2018, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1133, s2.loss_cls: 0.0426, s2.acc: 94.0813, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0523, loss: 1.1497 2024-04-01 11:18:07,329 - mmdet - INFO - Epoch [3][7300/7330] lr: 4.612e-06, eta: 4 days, 5:26:45, time: 1.536, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1819, s0.acc: 93.9768, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2428, s1.loss_cls: 0.0890, s1.acc: 93.9551, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1151, s2.loss_cls: 0.0444, s2.acc: 93.8856, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0538, loss: 1.1678 2024-04-01 11:18:52,491 - mmdet - INFO - Saving checkpoint at 3 epochs 2024-04-01 11:27:06,449 - mmdet - INFO - Evaluating bbox... 2024-04-01 11:27:56,486 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.430 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.612 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.469 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.251 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 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.576 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.576 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.576 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.373 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.627 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.736 2024-04-01 11:27:56,486 - mmdet - INFO - Evaluating segm... 2024-04-01 11:28:52,745 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.378 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.586 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.409 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.172 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.418 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.506 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.506 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.506 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.297 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.557 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.675 2024-04-01 11:28:53,455 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-01 11:28:53,457 - mmdet - INFO - Epoch(val) [3][1250] bbox_mAP: 0.4300, bbox_mAP_50: 0.6120, bbox_mAP_75: 0.4690, bbox_mAP_s: 0.2510, bbox_mAP_m: 0.4750, bbox_mAP_l: 0.5710, bbox_mAP_copypaste: 0.430 0.612 0.469 0.251 0.475 0.571, segm_mAP: 0.3780, segm_mAP_50: 0.5860, segm_mAP_75: 0.4090, segm_mAP_s: 0.1720, segm_mAP_m: 0.4180, segm_mAP_l: 0.5620, segm_mAP_copypaste: 0.378 0.586 0.409 0.172 0.418 0.562 2024-04-01 11:30:12,780 - mmdet - INFO - Epoch [4][50/7330] lr: 4.612e-06, eta: 4 days, 5:17:09, time: 1.586, data_time: 0.116, memory: 28497, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1894, s0.acc: 93.5491, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2495, s1.loss_cls: 0.0900, s1.acc: 93.6922, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1168, s2.loss_cls: 0.0444, s2.acc: 93.6523, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0545, loss: 1.2270 2024-04-01 11:31:30,678 - mmdet - INFO - Epoch [4][100/7330] lr: 4.612e-06, eta: 4 days, 5:16:21, time: 1.558, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1862, s0.acc: 93.8110, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2525, s1.loss_cls: 0.0905, s1.acc: 93.8284, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1183, s2.loss_cls: 0.0446, s2.acc: 93.7174, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0551, loss: 1.2107 2024-04-01 11:32:43,300 - mmdet - INFO - Epoch [4][150/7330] lr: 4.612e-06, eta: 4 days, 5:14:36, time: 1.452, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1793, s0.acc: 93.9866, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2505, s1.loss_cls: 0.0872, s1.acc: 94.0072, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1183, s2.loss_cls: 0.0431, s2.acc: 93.9155, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0549, loss: 1.1913 2024-04-01 11:33:56,616 - mmdet - INFO - Epoch [4][200/7330] lr: 4.612e-06, eta: 4 days, 5:12:58, time: 1.466, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1767, s0.acc: 94.0278, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2477, s1.loss_cls: 0.0867, s1.acc: 93.9850, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1190, s2.loss_cls: 0.0432, s2.acc: 93.8277, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0558, loss: 1.1904 2024-04-01 11:35:11,066 - mmdet - INFO - Epoch [4][250/7330] lr: 4.612e-06, eta: 4 days, 5:11:32, time: 1.489, data_time: 0.063, memory: 28497, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1667, s0.acc: 94.4026, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2430, s1.loss_cls: 0.0815, s1.acc: 94.3330, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1148, s2.loss_cls: 0.0407, s2.acc: 94.1846, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0536, loss: 1.1378 2024-04-01 11:36:25,413 - mmdet - INFO - Epoch [4][300/7330] lr: 4.612e-06, eta: 4 days, 5:10:06, time: 1.487, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1787, s0.acc: 94.0508, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2447, s1.loss_cls: 0.0870, s1.acc: 94.0294, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1184, s2.loss_cls: 0.0426, s2.acc: 93.9892, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0553, loss: 1.1846 2024-04-01 11:37:39,723 - mmdet - INFO - Epoch [4][350/7330] lr: 4.612e-06, eta: 4 days, 5:08:39, time: 1.486, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1826, s0.acc: 93.8481, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2484, s1.loss_cls: 0.0881, s1.acc: 93.8348, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1178, s2.loss_cls: 0.0436, s2.acc: 93.6461, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0550, loss: 1.1934 2024-04-01 11:38:55,007 - mmdet - INFO - Epoch [4][400/7330] lr: 4.612e-06, eta: 4 days, 5:07:22, time: 1.505, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1710, s0.acc: 94.2397, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2485, s1.loss_cls: 0.0842, s1.acc: 94.2610, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1188, s2.loss_cls: 0.0419, s2.acc: 94.1347, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0556, loss: 1.1656 2024-04-01 11:40:10,633 - mmdet - INFO - Epoch [4][450/7330] lr: 4.612e-06, eta: 4 days, 5:06:10, time: 1.513, data_time: 0.061, memory: 28497, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1838, s0.acc: 93.8044, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2453, s1.loss_cls: 0.0903, s1.acc: 93.7193, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1158, s2.loss_cls: 0.0442, s2.acc: 93.5624, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0540, loss: 1.2041 2024-04-01 11:41:25,073 - mmdet - INFO - Epoch [4][500/7330] lr: 4.612e-06, eta: 4 days, 5:04:44, time: 1.489, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1794, s0.acc: 93.9846, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2543, s1.loss_cls: 0.0889, s1.acc: 93.9437, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1203, s2.loss_cls: 0.0442, s2.acc: 93.8339, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0560, loss: 1.1989 2024-04-01 11:42:40,002 - mmdet - INFO - Epoch [4][550/7330] lr: 4.612e-06, eta: 4 days, 5:03:24, time: 1.499, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1731, s0.acc: 94.1772, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2449, s1.loss_cls: 0.0843, s1.acc: 94.2132, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1166, s2.loss_cls: 0.0413, s2.acc: 94.1449, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0544, loss: 1.1563 2024-04-01 11:43:55,275 - mmdet - INFO - Epoch [4][600/7330] lr: 4.612e-06, eta: 4 days, 5:02:08, time: 1.505, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1769, s0.acc: 94.0247, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2460, s1.loss_cls: 0.0868, s1.acc: 94.0323, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1169, s2.loss_cls: 0.0429, s2.acc: 93.8820, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0548, loss: 1.1769 2024-04-01 11:45:11,345 - mmdet - INFO - Epoch [4][650/7330] lr: 4.612e-06, eta: 4 days, 5:01:00, time: 1.521, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1796, s0.acc: 94.0708, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2511, s1.loss_cls: 0.0881, s1.acc: 94.0786, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1189, s2.loss_cls: 0.0435, s2.acc: 93.8479, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0552, loss: 1.1822 2024-04-01 11:46:26,461 - mmdet - INFO - Epoch [4][700/7330] lr: 4.612e-06, eta: 4 days, 4:59:42, time: 1.503, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1727, s0.acc: 94.2959, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2442, s1.loss_cls: 0.0850, s1.acc: 94.2121, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1147, s2.loss_cls: 0.0421, s2.acc: 94.1312, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0541, loss: 1.1479 2024-04-01 11:47:40,483 - mmdet - INFO - Epoch [4][750/7330] lr: 4.612e-06, eta: 4 days, 4:58:12, time: 1.480, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1631, s0.acc: 94.4761, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2343, s1.loss_cls: 0.0793, s1.acc: 94.4728, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1124, s2.loss_cls: 0.0399, s2.acc: 94.2424, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0525, loss: 1.0980 2024-04-01 11:48:57,792 - mmdet - INFO - Epoch [4][800/7330] lr: 4.612e-06, eta: 4 days, 4:57:17, time: 1.546, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1689, s0.acc: 94.4160, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2416, s1.loss_cls: 0.0820, s1.acc: 94.4364, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1139, s2.loss_cls: 0.0411, s2.acc: 94.2100, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0532, loss: 1.1322 2024-04-01 11:50:16,134 - mmdet - INFO - Epoch [4][850/7330] lr: 4.612e-06, eta: 4 days, 4:56:33, time: 1.567, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1660, s0.acc: 94.4185, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2384, s1.loss_cls: 0.0793, s1.acc: 94.4943, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1135, s2.loss_cls: 0.0392, s2.acc: 94.4816, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0534, loss: 1.1142 2024-04-01 11:51:30,510 - mmdet - INFO - Epoch [4][900/7330] lr: 4.612e-06, eta: 4 days, 4:55:07, time: 1.487, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1679, s0.acc: 94.3188, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2457, s1.loss_cls: 0.0839, s1.acc: 94.0500, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1157, s2.loss_cls: 0.0416, s2.acc: 93.8938, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0539, loss: 1.1299 2024-04-01 11:52:45,044 - mmdet - INFO - Epoch [4][950/7330] lr: 4.612e-06, eta: 4 days, 4:53:43, time: 1.491, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1709, s0.acc: 94.1476, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2448, s1.loss_cls: 0.0843, s1.acc: 94.0934, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1142, s2.loss_cls: 0.0427, s2.acc: 93.9541, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0528, loss: 1.1613 2024-04-01 11:54:00,096 - mmdet - INFO - Epoch [4][1000/7330] lr: 4.612e-06, eta: 4 days, 4:52:24, time: 1.501, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1705, s0.acc: 94.3352, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2393, s1.loss_cls: 0.0844, s1.acc: 94.2829, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1128, s2.loss_cls: 0.0418, s2.acc: 94.1343, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0527, loss: 1.1237 2024-04-01 11:55:17,057 - mmdet - INFO - Epoch [4][1050/7330] lr: 4.612e-06, eta: 4 days, 4:51:25, time: 1.539, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1683, s0.acc: 94.3887, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2388, s1.loss_cls: 0.0843, s1.acc: 94.3077, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1127, s2.loss_cls: 0.0420, s2.acc: 94.1050, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0529, loss: 1.1216 2024-04-01 11:56:36,337 - mmdet - INFO - Epoch [4][1100/7330] lr: 4.612e-06, eta: 4 days, 4:50:51, time: 1.586, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.1724, s0.acc: 94.1392, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2442, s1.loss_cls: 0.0857, s1.acc: 94.0455, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1166, s2.loss_cls: 0.0423, s2.acc: 93.9297, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0546, loss: 1.1696 2024-04-01 11:57:51,736 - mmdet - INFO - Epoch [4][1150/7330] lr: 4.612e-06, eta: 4 days, 4:49:35, time: 1.508, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1809, s0.acc: 93.8242, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2528, s1.loss_cls: 0.0875, s1.acc: 93.9145, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1199, s2.loss_cls: 0.0437, s2.acc: 93.7853, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0557, loss: 1.2085 2024-04-01 11:59:08,654 - mmdet - INFO - Epoch [4][1200/7330] lr: 4.612e-06, eta: 4 days, 4:48:36, time: 1.538, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1617, s0.acc: 94.5393, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2403, s1.loss_cls: 0.0792, s1.acc: 94.5515, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1142, s2.loss_cls: 0.0398, s2.acc: 94.3926, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0530, loss: 1.1055 2024-04-01 12:00:23,597 - mmdet - INFO - Epoch [4][1250/7330] lr: 4.612e-06, eta: 4 days, 4:47:15, time: 1.498, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1633, s0.acc: 94.5671, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2419, s1.loss_cls: 0.0789, s1.acc: 94.5606, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1158, s2.loss_cls: 0.0393, s2.acc: 94.4485, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0548, loss: 1.1180 2024-04-01 12:01:41,087 - mmdet - INFO - Epoch [4][1300/7330] lr: 4.612e-06, eta: 4 days, 4:46:22, time: 1.550, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1847, s0.acc: 93.6843, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2507, s1.loss_cls: 0.0904, s1.acc: 93.7105, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1182, s2.loss_cls: 0.0446, s2.acc: 93.6289, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0551, loss: 1.2146 2024-04-01 12:02:58,666 - mmdet - INFO - Epoch [4][1350/7330] lr: 4.612e-06, eta: 4 days, 4:45:29, time: 1.552, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1574, s0.acc: 94.8499, s0.loss_bbox: 0.1984, s0.loss_mask: 0.2321, s1.loss_cls: 0.0781, s1.acc: 94.7401, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1107, s2.loss_cls: 0.0384, s2.acc: 94.6107, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0524, loss: 1.0685 2024-04-01 12:04:16,400 - mmdet - INFO - Epoch [4][1400/7330] lr: 4.612e-06, eta: 4 days, 4:44:38, time: 1.555, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1797, s0.acc: 93.9492, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2474, s1.loss_cls: 0.0864, s1.acc: 93.9760, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1168, s2.loss_cls: 0.0427, s2.acc: 93.8926, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0538, loss: 1.1787 2024-04-01 12:05:29,925 - mmdet - INFO - Epoch [4][1450/7330] lr: 4.612e-06, eta: 4 days, 4:43:03, time: 1.470, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1682, s0.acc: 94.1636, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2402, s1.loss_cls: 0.0833, s1.acc: 94.1283, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1137, s2.loss_cls: 0.0415, s2.acc: 93.9556, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0536, loss: 1.1380 2024-04-01 12:06:43,800 - mmdet - INFO - Epoch [4][1500/7330] lr: 4.612e-06, eta: 4 days, 4:41:32, time: 1.477, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1809, s0.acc: 93.9785, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2481, s1.loss_cls: 0.0871, s1.acc: 94.0566, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1174, s2.loss_cls: 0.0436, s2.acc: 93.8817, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0549, loss: 1.1824 2024-04-01 12:07:58,209 - mmdet - INFO - Epoch [4][1550/7330] lr: 4.612e-06, eta: 4 days, 4:40:06, time: 1.488, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1687, s0.acc: 94.2390, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2482, s1.loss_cls: 0.0834, s1.acc: 94.1993, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1175, s2.loss_cls: 0.0416, s2.acc: 94.0447, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0547, loss: 1.1488 2024-04-01 12:09:16,546 - mmdet - INFO - Epoch [4][1600/7330] lr: 4.612e-06, eta: 4 days, 4:39:21, time: 1.567, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1602, s0.acc: 94.4983, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2401, s1.loss_cls: 0.0799, s1.acc: 94.4059, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1130, s2.loss_cls: 0.0403, s2.acc: 94.1900, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0529, loss: 1.1017 2024-04-01 12:10:32,146 - mmdet - INFO - Epoch [4][1650/7330] lr: 4.612e-06, eta: 4 days, 4:38:08, time: 1.512, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1649, s0.acc: 94.3611, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2410, s1.loss_cls: 0.0808, s1.acc: 94.3082, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1160, s2.loss_cls: 0.0406, s2.acc: 94.1582, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0540, loss: 1.1233 2024-04-01 12:11:51,294 - mmdet - INFO - Epoch [4][1700/7330] lr: 4.612e-06, eta: 4 days, 4:37:30, time: 1.583, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1604, s0.acc: 94.5168, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2371, s1.loss_cls: 0.0784, s1.acc: 94.5714, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1140, s2.loss_cls: 0.0396, s2.acc: 94.3591, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0537, loss: 1.1071 2024-04-01 12:13:06,308 - mmdet - INFO - Epoch [4][1750/7330] lr: 4.612e-06, eta: 4 days, 4:36:11, time: 1.500, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1710, s0.acc: 94.2493, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2417, s1.loss_cls: 0.0843, s1.acc: 94.1600, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1154, s2.loss_cls: 0.0416, s2.acc: 94.0080, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0544, loss: 1.1439 2024-04-01 12:14:22,340 - mmdet - INFO - Epoch [4][1800/7330] lr: 4.612e-06, eta: 4 days, 4:35:02, time: 1.521, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1636, s0.acc: 94.4556, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2434, s1.loss_cls: 0.0818, s1.acc: 94.3120, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1160, s2.loss_cls: 0.0410, s2.acc: 94.0837, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0538, loss: 1.1245 2024-04-01 12:15:37,942 - mmdet - INFO - Epoch [4][1850/7330] lr: 4.612e-06, eta: 4 days, 4:33:48, time: 1.512, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1717, s0.acc: 94.1018, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2407, s1.loss_cls: 0.0846, s1.acc: 94.0176, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1163, s2.loss_cls: 0.0417, s2.acc: 94.0249, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0548, loss: 1.1577 2024-04-01 12:16:54,440 - mmdet - INFO - Epoch [4][1900/7330] lr: 4.612e-06, eta: 4 days, 4:32:44, time: 1.530, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1710, s0.acc: 94.2461, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2515, s1.loss_cls: 0.0826, s1.acc: 94.3384, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1201, s2.loss_cls: 0.0410, s2.acc: 94.1689, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0566, loss: 1.1616 2024-04-01 12:18:09,878 - mmdet - INFO - Epoch [4][1950/7330] lr: 4.612e-06, eta: 4 days, 4:31:29, time: 1.509, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1658, s0.acc: 94.5483, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2400, s1.loss_cls: 0.0822, s1.acc: 94.4930, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1138, s2.loss_cls: 0.0411, s2.acc: 94.3097, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0535, loss: 1.1100 2024-04-01 12:19:28,875 - mmdet - INFO - Epoch [4][2000/7330] lr: 4.612e-06, eta: 4 days, 4:30:49, time: 1.580, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1658, s0.acc: 94.5061, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2449, s1.loss_cls: 0.0822, s1.acc: 94.4380, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1162, s2.loss_cls: 0.0410, s2.acc: 94.3347, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0541, loss: 1.1259 2024-04-01 12:20:45,874 - mmdet - INFO - Epoch [4][2050/7330] lr: 4.612e-06, eta: 4 days, 4:29:49, time: 1.540, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1642, s0.acc: 94.5515, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2383, s1.loss_cls: 0.0786, s1.acc: 94.5878, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1130, s2.loss_cls: 0.0394, s2.acc: 94.4815, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0529, loss: 1.1112 2024-04-01 12:22:04,049 - mmdet - INFO - Epoch [4][2100/7330] lr: 4.612e-06, eta: 4 days, 4:29:01, time: 1.564, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1735, s0.acc: 94.3206, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2421, s1.loss_cls: 0.0851, s1.acc: 94.3212, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1141, s2.loss_cls: 0.0423, s2.acc: 94.1511, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0534, loss: 1.1517 2024-04-01 12:23:21,454 - mmdet - INFO - Epoch [4][2150/7330] lr: 4.612e-06, eta: 4 days, 4:28:05, time: 1.548, data_time: 0.046, memory: 28497, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1676, s0.acc: 94.4578, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2437, s1.loss_cls: 0.0827, s1.acc: 94.3803, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1154, s2.loss_cls: 0.0419, s2.acc: 94.1136, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0545, loss: 1.1402 2024-04-01 12:24:38,324 - mmdet - INFO - Epoch [4][2200/7330] lr: 4.612e-06, eta: 4 days, 4:27:04, time: 1.537, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1643, s0.acc: 94.3899, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2455, s1.loss_cls: 0.0807, s1.acc: 94.4020, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1162, s2.loss_cls: 0.0405, s2.acc: 94.2105, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0544, loss: 1.1332 2024-04-01 12:25:55,982 - mmdet - INFO - Epoch [4][2250/7330] lr: 4.612e-06, eta: 4 days, 4:26:11, time: 1.553, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1751, s0.acc: 94.0862, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2388, s1.loss_cls: 0.0838, s1.acc: 94.1525, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1131, s2.loss_cls: 0.0418, s2.acc: 94.0736, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0531, loss: 1.1616 2024-04-01 12:27:13,813 - mmdet - INFO - Epoch [4][2300/7330] lr: 4.612e-06, eta: 4 days, 4:25:19, time: 1.557, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1842, s0.acc: 93.8113, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2523, s1.loss_cls: 0.0880, s1.acc: 93.8922, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1194, s2.loss_cls: 0.0440, s2.acc: 93.7139, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0557, loss: 1.2168 2024-04-01 12:28:31,892 - mmdet - INFO - Epoch [4][2350/7330] lr: 4.612e-06, eta: 4 days, 4:24:29, time: 1.562, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1832, s0.acc: 93.9143, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2429, s1.loss_cls: 0.0881, s1.acc: 93.9253, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1162, s2.loss_cls: 0.0435, s2.acc: 93.8047, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0552, loss: 1.1834 2024-04-01 12:29:49,240 - mmdet - INFO - Epoch [4][2400/7330] lr: 4.612e-06, eta: 4 days, 4:23:33, time: 1.547, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1687, s0.acc: 94.1794, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2427, s1.loss_cls: 0.0831, s1.acc: 94.1391, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1156, s2.loss_cls: 0.0413, s2.acc: 93.9555, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0541, loss: 1.1491 2024-04-01 12:31:02,450 - mmdet - INFO - Epoch [4][2450/7330] lr: 4.612e-06, eta: 4 days, 4:21:55, time: 1.464, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1743, s0.acc: 94.2124, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2381, s1.loss_cls: 0.0860, s1.acc: 94.1759, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1145, s2.loss_cls: 0.0428, s2.acc: 94.0258, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0531, loss: 1.1373 2024-04-01 12:32:17,429 - mmdet - INFO - Epoch [4][2500/7330] lr: 4.612e-06, eta: 4 days, 4:20:35, time: 1.500, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1723, s0.acc: 94.2275, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2400, s1.loss_cls: 0.0836, s1.acc: 94.2338, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1140, s2.loss_cls: 0.0412, s2.acc: 94.1343, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0537, loss: 1.1367 2024-04-01 12:33:32,979 - mmdet - INFO - Epoch [4][2550/7330] lr: 4.612e-06, eta: 4 days, 4:19:21, time: 1.511, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1645, s0.acc: 94.5110, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2405, s1.loss_cls: 0.0804, s1.acc: 94.4970, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1159, s2.loss_cls: 0.0405, s2.acc: 94.2513, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0542, loss: 1.1181 2024-04-01 12:34:47,857 - mmdet - INFO - Epoch [4][2600/7330] lr: 4.612e-06, eta: 4 days, 4:18:00, time: 1.498, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1748, s0.acc: 94.1179, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2444, s1.loss_cls: 0.0867, s1.acc: 94.0336, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1172, s2.loss_cls: 0.0432, s2.acc: 93.9616, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0551, loss: 1.1706 2024-04-01 12:36:04,118 - mmdet - INFO - Epoch [4][2650/7330] lr: 4.612e-06, eta: 4 days, 4:16:52, time: 1.525, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1789, s0.acc: 94.0027, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2446, s1.loss_cls: 0.0874, s1.acc: 93.9918, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1155, s2.loss_cls: 0.0433, s2.acc: 93.8614, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0541, loss: 1.1664 2024-04-01 12:37:21,128 - mmdet - INFO - Epoch [4][2700/7330] lr: 4.612e-06, eta: 4 days, 4:15:52, time: 1.540, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1902, s0.acc: 93.5544, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2489, s1.loss_cls: 0.0928, s1.acc: 93.4915, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1177, s2.loss_cls: 0.0457, s2.acc: 93.4423, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0544, loss: 1.2278 2024-04-01 12:38:40,771 - mmdet - INFO - Epoch [4][2750/7330] lr: 4.612e-06, eta: 4 days, 4:15:17, time: 1.593, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1674, s0.acc: 94.3948, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2431, s1.loss_cls: 0.0827, s1.acc: 94.2804, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1155, s2.loss_cls: 0.0409, s2.acc: 94.1498, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0540, loss: 1.1337 2024-04-01 12:39:57,478 - mmdet - INFO - Epoch [4][2800/7330] lr: 4.612e-06, eta: 4 days, 4:14:13, time: 1.534, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1729, s0.acc: 94.1755, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2390, s1.loss_cls: 0.0840, s1.acc: 94.2255, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1133, s2.loss_cls: 0.0414, s2.acc: 94.0352, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0529, loss: 1.1474 2024-04-01 12:41:17,773 - mmdet - INFO - Epoch [4][2850/7330] lr: 4.612e-06, eta: 4 days, 4:13:44, time: 1.606, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1887, s0.acc: 93.7405, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2481, s1.loss_cls: 0.0927, s1.acc: 93.6615, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1172, s2.loss_cls: 0.0456, s2.acc: 93.4736, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0549, loss: 1.2058 2024-04-01 12:42:33,891 - mmdet - INFO - Epoch [4][2900/7330] lr: 4.612e-06, eta: 4 days, 4:12:35, time: 1.522, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1804, s0.acc: 93.9111, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2443, s1.loss_cls: 0.0891, s1.acc: 93.8122, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1168, s2.loss_cls: 0.0449, s2.acc: 93.5502, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0546, loss: 1.1813 2024-04-01 12:43:51,004 - mmdet - INFO - Epoch [4][2950/7330] lr: 4.612e-06, eta: 4 days, 4:11:35, time: 1.542, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1829, s0.acc: 93.8069, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2493, s1.loss_cls: 0.0900, s1.acc: 93.7819, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1180, s2.loss_cls: 0.0445, s2.acc: 93.6443, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0549, loss: 1.1986 2024-04-01 12:45:09,719 - mmdet - INFO - Epoch [4][3000/7330] lr: 4.612e-06, eta: 4 days, 4:10:51, time: 1.574, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1795, s0.acc: 94.0007, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2457, s1.loss_cls: 0.0891, s1.acc: 93.9036, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1168, s2.loss_cls: 0.0439, s2.acc: 93.8035, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0546, loss: 1.1728 2024-04-01 12:46:27,842 - mmdet - INFO - Epoch [4][3050/7330] lr: 4.612e-06, eta: 4 days, 4:10:00, time: 1.562, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1781, s0.acc: 93.9031, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2432, s1.loss_cls: 0.0874, s1.acc: 93.8025, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1154, s2.loss_cls: 0.0434, s2.acc: 93.6689, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0541, loss: 1.1723 2024-04-01 12:47:45,936 - mmdet - INFO - Epoch [4][3100/7330] lr: 4.612e-06, eta: 4 days, 4:09:10, time: 1.562, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1824, s0.acc: 93.9302, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2385, s1.loss_cls: 0.0886, s1.acc: 94.0078, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1129, s2.loss_cls: 0.0435, s2.acc: 93.9489, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0527, loss: 1.1726 2024-04-01 12:49:02,001 - mmdet - INFO - Epoch [4][3150/7330] lr: 4.612e-06, eta: 4 days, 4:07:59, time: 1.521, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1836, s0.acc: 93.7419, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2518, s1.loss_cls: 0.0903, s1.acc: 93.7613, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1199, s2.loss_cls: 0.0450, s2.acc: 93.6460, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0564, loss: 1.2057 2024-04-01 12:50:20,182 - mmdet - INFO - Epoch [4][3200/7330] lr: 4.612e-06, eta: 4 days, 4:07:09, time: 1.564, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1737, s0.acc: 94.0996, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2468, s1.loss_cls: 0.0846, s1.acc: 94.1817, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1182, s2.loss_cls: 0.0424, s2.acc: 93.9710, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0551, loss: 1.1632 2024-04-01 12:51:36,099 - mmdet - INFO - Epoch [4][3250/7330] lr: 4.612e-06, eta: 4 days, 4:05:58, time: 1.518, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1681, s0.acc: 94.1555, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2395, s1.loss_cls: 0.0830, s1.acc: 94.0667, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1147, s2.loss_cls: 0.0419, s2.acc: 93.8219, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0539, loss: 1.1534 2024-04-01 12:52:55,521 - mmdet - INFO - Epoch [4][3300/7330] lr: 4.612e-06, eta: 4 days, 4:05:19, time: 1.588, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1805, s0.acc: 93.9246, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2450, s1.loss_cls: 0.0883, s1.acc: 93.9033, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1169, s2.loss_cls: 0.0440, s2.acc: 93.7996, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0547, loss: 1.1868 2024-04-01 12:54:09,457 - mmdet - INFO - Epoch [4][3350/7330] lr: 4.612e-06, eta: 4 days, 4:03:49, time: 1.479, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1669, s0.acc: 94.3733, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2377, s1.loss_cls: 0.0817, s1.acc: 94.3544, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1144, s2.loss_cls: 0.0403, s2.acc: 94.2899, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0537, loss: 1.1171 2024-04-01 12:55:25,310 - mmdet - INFO - Epoch [4][3400/7330] lr: 4.612e-06, eta: 4 days, 4:02:36, time: 1.517, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1680, s0.acc: 94.2996, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2464, s1.loss_cls: 0.0814, s1.acc: 94.3848, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1163, s2.loss_cls: 0.0408, s2.acc: 94.1600, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0545, loss: 1.1401 2024-04-01 12:56:40,543 - mmdet - INFO - Epoch [4][3450/7330] lr: 4.612e-06, eta: 4 days, 4:01:19, time: 1.505, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1685, s0.acc: 94.2532, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2445, s1.loss_cls: 0.0830, s1.acc: 94.1554, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1161, s2.loss_cls: 0.0415, s2.acc: 94.0112, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0544, loss: 1.1439 2024-04-01 12:58:02,364 - mmdet - INFO - Epoch [4][3500/7330] lr: 4.612e-06, eta: 4 days, 4:01:02, time: 1.636, data_time: 0.068, memory: 28497, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1821, s0.acc: 93.8909, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2487, s1.loss_cls: 0.0893, s1.acc: 93.9196, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1183, s2.loss_cls: 0.0445, s2.acc: 93.8004, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0555, loss: 1.1939 2024-04-01 12:59:20,890 - mmdet - INFO - Epoch [4][3550/7330] lr: 4.612e-06, eta: 4 days, 4:00:15, time: 1.570, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1876, s0.acc: 93.6611, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2449, s1.loss_cls: 0.0918, s1.acc: 93.6446, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1172, s2.loss_cls: 0.0454, s2.acc: 93.5834, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0551, loss: 1.2073 2024-04-01 13:00:39,907 - mmdet - INFO - Epoch [4][3600/7330] lr: 4.612e-06, eta: 4 days, 3:59:32, time: 1.580, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1701, s0.acc: 94.1724, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2409, s1.loss_cls: 0.0824, s1.acc: 94.2487, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1165, s2.loss_cls: 0.0413, s2.acc: 94.0830, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0545, loss: 1.1508 2024-04-01 13:01:56,909 - mmdet - INFO - Epoch [4][3650/7330] lr: 4.612e-06, eta: 4 days, 3:58:30, time: 1.540, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1843, s0.acc: 93.7632, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2509, s1.loss_cls: 0.0903, s1.acc: 93.8129, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1179, s2.loss_cls: 0.0449, s2.acc: 93.7281, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0550, loss: 1.1990 2024-04-01 13:03:14,777 - mmdet - INFO - Epoch [4][3700/7330] lr: 4.612e-06, eta: 4 days, 3:57:36, time: 1.557, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.1923, s0.acc: 93.5833, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2463, s1.loss_cls: 0.0929, s1.acc: 93.6999, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1176, s2.loss_cls: 0.0456, s2.acc: 93.5765, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0549, loss: 1.2298 2024-04-01 13:04:30,880 - mmdet - INFO - Epoch [4][3750/7330] lr: 4.612e-06, eta: 4 days, 3:56:26, time: 1.522, data_time: 0.064, memory: 28497, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1686, s0.acc: 94.1313, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2404, s1.loss_cls: 0.0833, s1.acc: 94.0630, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1141, s2.loss_cls: 0.0421, s2.acc: 93.9989, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0532, loss: 1.1473 2024-04-01 13:05:50,063 - mmdet - INFO - Epoch [4][3800/7330] lr: 4.612e-06, eta: 4 days, 3:55:44, time: 1.584, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1812, s0.acc: 93.8774, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2421, s1.loss_cls: 0.0888, s1.acc: 93.8904, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1151, s2.loss_cls: 0.0442, s2.acc: 93.6832, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0533, loss: 1.1782 2024-04-01 13:07:07,203 - mmdet - INFO - Epoch [4][3850/7330] lr: 4.612e-06, eta: 4 days, 3:54:43, time: 1.543, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1809, s0.acc: 93.8726, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2445, s1.loss_cls: 0.0893, s1.acc: 93.8254, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1166, s2.loss_cls: 0.0447, s2.acc: 93.5965, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0543, loss: 1.1893 2024-04-01 13:08:25,085 - mmdet - INFO - Epoch [4][3900/7330] lr: 4.612e-06, eta: 4 days, 3:53:49, time: 1.558, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1847, s0.acc: 93.7361, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2475, s1.loss_cls: 0.0903, s1.acc: 93.8184, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1182, s2.loss_cls: 0.0448, s2.acc: 93.6783, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0551, loss: 1.2028 2024-04-01 13:09:40,680 - mmdet - INFO - Epoch [4][3950/7330] lr: 4.612e-06, eta: 4 days, 3:52:33, time: 1.512, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1879, s0.acc: 93.6086, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2568, s1.loss_cls: 0.0917, s1.acc: 93.6412, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1225, s2.loss_cls: 0.0454, s2.acc: 93.5155, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0568, loss: 1.2326 2024-04-01 13:10:58,433 - mmdet - INFO - Epoch [4][4000/7330] lr: 4.612e-06, eta: 4 days, 3:51:38, time: 1.555, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1866, s0.acc: 93.7915, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2449, s1.loss_cls: 0.0904, s1.acc: 93.8425, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1173, s2.loss_cls: 0.0452, s2.acc: 93.7032, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0553, loss: 1.1993 2024-04-01 13:12:15,249 - mmdet - INFO - Epoch [4][4050/7330] lr: 4.612e-06, eta: 4 days, 3:50:34, time: 1.536, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1849, s0.acc: 93.8213, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2472, s1.loss_cls: 0.0899, s1.acc: 93.7576, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1192, s2.loss_cls: 0.0442, s2.acc: 93.7265, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0558, loss: 1.2014 2024-04-01 13:13:32,690 - mmdet - INFO - Epoch [4][4100/7330] lr: 4.612e-06, eta: 4 days, 3:49:35, time: 1.549, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1775, s0.acc: 94.0872, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2447, s1.loss_cls: 0.0870, s1.acc: 94.0655, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1146, s2.loss_cls: 0.0424, s2.acc: 93.9699, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0535, loss: 1.1511 2024-04-01 13:14:48,630 - mmdet - INFO - Epoch [4][4150/7330] lr: 4.612e-06, eta: 4 days, 3:48:23, time: 1.519, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1726, s0.acc: 94.2410, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2438, s1.loss_cls: 0.0847, s1.acc: 94.1873, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1142, s2.loss_cls: 0.0420, s2.acc: 94.0825, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0536, loss: 1.1425 2024-04-01 13:16:04,391 - mmdet - INFO - Epoch [4][4200/7330] lr: 4.612e-06, eta: 4 days, 3:47:09, time: 1.515, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1838, s0.acc: 93.7344, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2502, s1.loss_cls: 0.0896, s1.acc: 93.7321, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1194, s2.loss_cls: 0.0445, s2.acc: 93.6443, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0556, loss: 1.2105 2024-04-01 13:17:21,677 - mmdet - INFO - Epoch [4][4250/7330] lr: 4.612e-06, eta: 4 days, 3:46:09, time: 1.546, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1711, s0.acc: 94.1138, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2403, s1.loss_cls: 0.0844, s1.acc: 94.0948, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1150, s2.loss_cls: 0.0428, s2.acc: 93.9009, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0544, loss: 1.1587 2024-04-01 13:18:41,543 - mmdet - INFO - Epoch [4][4300/7330] lr: 4.612e-06, eta: 4 days, 3:45:33, time: 1.597, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1756, s0.acc: 94.1570, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2379, s1.loss_cls: 0.0854, s1.acc: 94.1315, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1148, s2.loss_cls: 0.0424, s2.acc: 93.9675, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0535, loss: 1.1549 2024-04-01 13:20:00,749 - mmdet - INFO - Epoch [4][4350/7330] lr: 4.612e-06, eta: 4 days, 3:44:50, time: 1.584, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1673, s0.acc: 94.4016, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2370, s1.loss_cls: 0.0824, s1.acc: 94.3592, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1132, s2.loss_cls: 0.0409, s2.acc: 94.2198, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0528, loss: 1.1302 2024-04-01 13:21:17,705 - mmdet - INFO - Epoch [4][4400/7330] lr: 4.612e-06, eta: 4 days, 3:43:47, time: 1.539, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1678, s0.acc: 94.3047, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2374, s1.loss_cls: 0.0814, s1.acc: 94.3741, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1131, s2.loss_cls: 0.0407, s2.acc: 94.2213, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0530, loss: 1.1262 2024-04-01 13:22:38,576 - mmdet - INFO - Epoch [4][4450/7330] lr: 4.612e-06, eta: 4 days, 3:43:18, time: 1.617, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1654, s0.acc: 94.3171, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2409, s1.loss_cls: 0.0820, s1.acc: 94.2518, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1154, s2.loss_cls: 0.0414, s2.acc: 94.0617, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0544, loss: 1.1357 2024-04-01 13:23:57,212 - mmdet - INFO - Epoch [4][4500/7330] lr: 4.612e-06, eta: 4 days, 3:42:30, time: 1.573, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1628, s0.acc: 94.3584, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2436, s1.loss_cls: 0.0803, s1.acc: 94.2207, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1170, s2.loss_cls: 0.0406, s2.acc: 93.9311, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0548, loss: 1.1362 2024-04-01 13:25:13,863 - mmdet - INFO - Epoch [4][4550/7330] lr: 4.612e-06, eta: 4 days, 3:41:24, time: 1.533, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1730, s0.acc: 94.1206, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2445, s1.loss_cls: 0.0851, s1.acc: 94.1151, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1164, s2.loss_cls: 0.0433, s2.acc: 93.8525, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0544, loss: 1.1667 2024-04-01 13:26:33,178 - mmdet - INFO - Epoch [4][4600/7330] lr: 4.612e-06, eta: 4 days, 3:40:41, time: 1.586, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1646, s0.acc: 94.4106, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2428, s1.loss_cls: 0.0807, s1.acc: 94.4305, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1153, s2.loss_cls: 0.0400, s2.acc: 94.3504, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0537, loss: 1.1125 2024-04-01 13:27:49,784 - mmdet - INFO - Epoch [4][4650/7330] lr: 4.612e-06, eta: 4 days, 3:39:34, time: 1.532, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1812, s0.acc: 93.8806, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2436, s1.loss_cls: 0.0880, s1.acc: 93.9877, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1157, s2.loss_cls: 0.0437, s2.acc: 93.8424, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0540, loss: 1.1743 2024-04-01 13:29:09,366 - mmdet - INFO - Epoch [4][4700/7330] lr: 4.612e-06, eta: 4 days, 3:38:54, time: 1.592, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1878, s0.acc: 93.7488, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2522, s1.loss_cls: 0.0914, s1.acc: 93.7695, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1198, s2.loss_cls: 0.0448, s2.acc: 93.6698, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0553, loss: 1.2034 2024-04-01 13:30:26,669 - mmdet - INFO - Epoch [4][4750/7330] lr: 4.612e-06, eta: 4 days, 3:37:53, time: 1.546, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1704, s0.acc: 94.2068, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2409, s1.loss_cls: 0.0841, s1.acc: 94.1757, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1148, s2.loss_cls: 0.0423, s2.acc: 94.0427, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0533, loss: 1.1464 2024-04-01 13:31:41,375 - mmdet - INFO - Epoch [4][4800/7330] lr: 4.612e-06, eta: 4 days, 3:36:30, time: 1.494, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1721, s0.acc: 94.1555, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2401, s1.loss_cls: 0.0859, s1.acc: 94.0174, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1150, s2.loss_cls: 0.0437, s2.acc: 93.7281, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0540, loss: 1.1507 2024-04-01 13:33:00,167 - mmdet - INFO - Epoch [4][4850/7330] lr: 4.612e-06, eta: 4 days, 3:35:42, time: 1.576, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1659, s0.acc: 94.2803, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2377, s1.loss_cls: 0.0821, s1.acc: 94.2110, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1130, s2.loss_cls: 0.0408, s2.acc: 94.0793, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0526, loss: 1.1321 2024-04-01 13:34:17,873 - mmdet - INFO - Epoch [4][4900/7330] lr: 4.612e-06, eta: 4 days, 3:34:45, time: 1.554, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1566, s0.acc: 94.7622, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2411, s1.loss_cls: 0.0789, s1.acc: 94.6189, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1150, s2.loss_cls: 0.0393, s2.acc: 94.4423, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0533, loss: 1.0859 2024-04-01 13:35:36,507 - mmdet - INFO - Epoch [4][4950/7330] lr: 4.612e-06, eta: 4 days, 3:33:55, time: 1.573, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1624, s0.acc: 94.4204, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2382, s1.loss_cls: 0.0809, s1.acc: 94.3077, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1137, s2.loss_cls: 0.0406, s2.acc: 94.1549, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0531, loss: 1.1174 2024-04-01 13:36:57,641 - mmdet - INFO - Epoch [4][5000/7330] lr: 4.612e-06, eta: 4 days, 3:33:28, time: 1.623, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1754, s0.acc: 94.1506, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2462, s1.loss_cls: 0.0869, s1.acc: 93.9540, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1158, s2.loss_cls: 0.0434, s2.acc: 93.7859, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0548, loss: 1.1627 2024-04-01 13:38:14,629 - mmdet - INFO - Epoch [4][5050/7330] lr: 4.612e-06, eta: 4 days, 3:32:24, time: 1.540, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1674, s0.acc: 94.3381, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2372, s1.loss_cls: 0.0841, s1.acc: 94.1601, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1122, s2.loss_cls: 0.0419, s2.acc: 93.9982, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0529, loss: 1.1226 2024-04-01 13:39:31,386 - mmdet - INFO - Epoch [4][5100/7330] lr: 4.612e-06, eta: 4 days, 3:31:18, time: 1.535, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1657, s0.acc: 94.4189, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2343, s1.loss_cls: 0.0831, s1.acc: 94.2864, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1115, s2.loss_cls: 0.0415, s2.acc: 94.0941, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0523, loss: 1.1080 2024-04-01 13:40:44,239 - mmdet - INFO - Epoch [4][5150/7330] lr: 4.612e-06, eta: 4 days, 3:29:38, time: 1.457, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1658, s0.acc: 94.4990, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2321, s1.loss_cls: 0.0819, s1.acc: 94.3591, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1101, s2.loss_cls: 0.0410, s2.acc: 94.2387, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0515, loss: 1.0952 2024-04-01 13:41:59,840 - mmdet - INFO - Epoch [4][5200/7330] lr: 4.612e-06, eta: 4 days, 3:28:22, time: 1.512, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1695, s0.acc: 94.3386, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2365, s1.loss_cls: 0.0850, s1.acc: 94.1926, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1124, s2.loss_cls: 0.0419, s2.acc: 94.0409, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0526, loss: 1.1195 2024-04-01 13:43:16,636 - mmdet - INFO - Epoch [4][5250/7330] lr: 4.612e-06, eta: 4 days, 3:27:16, time: 1.536, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1822, s0.acc: 93.9524, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2485, s1.loss_cls: 0.0891, s1.acc: 93.8127, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1177, s2.loss_cls: 0.0447, s2.acc: 93.6611, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0551, loss: 1.1861 2024-04-01 13:44:32,821 - mmdet - INFO - Epoch [4][5300/7330] lr: 4.612e-06, eta: 4 days, 3:26:05, time: 1.523, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1709, s0.acc: 94.1768, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2322, s1.loss_cls: 0.0839, s1.acc: 94.1022, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1100, s2.loss_cls: 0.0417, s2.acc: 94.0196, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0516, loss: 1.1181 2024-04-01 13:45:50,979 - mmdet - INFO - Epoch [4][5350/7330] lr: 4.612e-06, eta: 4 days, 3:25:11, time: 1.564, data_time: 0.062, memory: 28497, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1699, s0.acc: 94.4253, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2354, s1.loss_cls: 0.0839, s1.acc: 94.2573, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1123, s2.loss_cls: 0.0417, s2.acc: 94.1331, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0529, loss: 1.1173 2024-04-01 13:47:08,799 - mmdet - INFO - Epoch [4][5400/7330] lr: 4.612e-06, eta: 4 days, 3:24:14, time: 1.556, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1793, s0.acc: 94.0945, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2440, s1.loss_cls: 0.0890, s1.acc: 93.9272, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1168, s2.loss_cls: 0.0440, s2.acc: 93.8248, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0542, loss: 1.1682 2024-04-01 13:48:26,148 - mmdet - INFO - Epoch [4][5450/7330] lr: 4.612e-06, eta: 4 days, 3:23:13, time: 1.547, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1840, s0.acc: 93.9688, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2485, s1.loss_cls: 0.0919, s1.acc: 93.7986, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1187, s2.loss_cls: 0.0454, s2.acc: 93.6825, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0557, loss: 1.1839 2024-04-01 13:49:46,932 - mmdet - INFO - Epoch [4][5500/7330] lr: 4.612e-06, eta: 4 days, 3:22:42, time: 1.616, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1801, s0.acc: 94.0071, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2461, s1.loss_cls: 0.0907, s1.acc: 93.7865, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1163, s2.loss_cls: 0.0451, s2.acc: 93.6362, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0541, loss: 1.1700 2024-04-01 13:51:03,996 - mmdet - INFO - Epoch [4][5550/7330] lr: 4.612e-06, eta: 4 days, 3:21:38, time: 1.541, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.1750, s0.acc: 94.0522, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2424, s1.loss_cls: 0.0860, s1.acc: 93.9861, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1154, s2.loss_cls: 0.0433, s2.acc: 93.7936, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0540, loss: 1.1810 2024-04-01 13:52:15,080 - mmdet - INFO - Epoch [4][5600/7330] lr: 4.612e-06, eta: 4 days, 3:19:43, time: 1.422, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1818, s0.acc: 93.9180, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2504, s1.loss_cls: 0.0890, s1.acc: 93.8076, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1203, s2.loss_cls: 0.0440, s2.acc: 93.7436, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0558, loss: 1.2013 2024-04-01 13:53:30,911 - mmdet - INFO - Epoch [4][5650/7330] lr: 4.612e-06, eta: 4 days, 3:18:29, time: 1.517, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.1783, s0.acc: 93.7756, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2451, s1.loss_cls: 0.0871, s1.acc: 93.7955, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1168, s2.loss_cls: 0.0434, s2.acc: 93.6295, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0549, loss: 1.1867 2024-04-01 13:54:46,456 - mmdet - INFO - Epoch [4][5700/7330] lr: 4.612e-06, eta: 4 days, 3:17:12, time: 1.511, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1788, s0.acc: 93.9226, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2459, s1.loss_cls: 0.0876, s1.acc: 93.8008, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1173, s2.loss_cls: 0.0433, s2.acc: 93.7009, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0543, loss: 1.1756 2024-04-01 13:56:02,200 - mmdet - INFO - Epoch [4][5750/7330] lr: 4.612e-06, eta: 4 days, 3:15:57, time: 1.515, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1823, s0.acc: 93.7786, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2470, s1.loss_cls: 0.0903, s1.acc: 93.7327, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1169, s2.loss_cls: 0.0446, s2.acc: 93.6024, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0545, loss: 1.1922 2024-04-01 13:57:19,627 - mmdet - INFO - Epoch [4][5800/7330] lr: 4.612e-06, eta: 4 days, 3:14:56, time: 1.549, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.1832, s0.acc: 93.6736, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2477, s1.loss_cls: 0.0899, s1.acc: 93.6880, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1170, s2.loss_cls: 0.0449, s2.acc: 93.4794, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0542, loss: 1.2173 2024-04-01 13:58:35,232 - mmdet - INFO - Epoch [4][5850/7330] lr: 4.612e-06, eta: 4 days, 3:13:40, time: 1.512, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1769, s0.acc: 94.1299, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2450, s1.loss_cls: 0.0855, s1.acc: 94.2167, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1166, s2.loss_cls: 0.0429, s2.acc: 94.0326, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0543, loss: 1.1670 2024-04-01 13:59:49,681 - mmdet - INFO - Epoch [4][5900/7330] lr: 4.612e-06, eta: 4 days, 3:12:14, time: 1.489, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1935, s0.acc: 93.6973, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2473, s1.loss_cls: 0.0933, s1.acc: 93.7510, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1170, s2.loss_cls: 0.0452, s2.acc: 93.7588, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0546, loss: 1.2059 2024-04-01 14:01:05,850 - mmdet - INFO - Epoch [4][5950/7330] lr: 4.612e-06, eta: 4 days, 3:11:02, time: 1.523, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1976, s0.acc: 93.3987, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2471, s1.loss_cls: 0.0957, s1.acc: 93.4988, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1190, s2.loss_cls: 0.0478, s2.acc: 93.2738, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0558, loss: 1.2438 2024-04-01 14:02:22,139 - mmdet - INFO - Epoch [4][6000/7330] lr: 4.612e-06, eta: 4 days, 3:09:52, time: 1.526, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1842, s0.acc: 93.9495, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2427, s1.loss_cls: 0.0891, s1.acc: 94.0261, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1160, s2.loss_cls: 0.0441, s2.acc: 93.8891, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0542, loss: 1.1757 2024-04-01 14:03:37,916 - mmdet - INFO - Epoch [4][6050/7330] lr: 4.612e-06, eta: 4 days, 3:08:37, time: 1.516, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1888, s0.acc: 93.7510, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2556, s1.loss_cls: 0.0911, s1.acc: 93.7939, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1216, s2.loss_cls: 0.0445, s2.acc: 93.6621, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0567, loss: 1.2156 2024-04-01 14:04:54,661 - mmdet - INFO - Epoch [4][6100/7330] lr: 4.612e-06, eta: 4 days, 3:07:31, time: 1.535, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1872, s0.acc: 93.7397, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2495, s1.loss_cls: 0.0895, s1.acc: 93.8551, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1201, s2.loss_cls: 0.0444, s2.acc: 93.7396, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0559, loss: 1.2072 2024-04-01 14:06:10,153 - mmdet - INFO - Epoch [4][6150/7330] lr: 4.612e-06, eta: 4 days, 3:06:13, time: 1.510, data_time: 0.062, memory: 28497, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1941, s0.acc: 93.4343, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2464, s1.loss_cls: 0.0931, s1.acc: 93.6697, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1167, s2.loss_cls: 0.0460, s2.acc: 93.6157, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0544, loss: 1.2281 2024-04-01 14:07:23,081 - mmdet - INFO - Epoch [4][6200/7330] lr: 4.612e-06, eta: 4 days, 3:04:35, time: 1.459, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1687, s0.acc: 94.3030, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2411, s1.loss_cls: 0.0826, s1.acc: 94.2509, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1145, s2.loss_cls: 0.0409, s2.acc: 94.1132, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0534, loss: 1.1258 2024-04-01 14:08:38,318 - mmdet - INFO - Epoch [4][6250/7330] lr: 4.612e-06, eta: 4 days, 3:03:16, time: 1.505, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1885, s0.acc: 93.7764, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2544, s1.loss_cls: 0.0930, s1.acc: 93.7399, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1220, s2.loss_cls: 0.0457, s2.acc: 93.6772, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0569, loss: 1.2191 2024-04-01 14:09:52,047 - mmdet - INFO - Epoch [4][6300/7330] lr: 4.612e-06, eta: 4 days, 3:01:44, time: 1.475, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1803, s0.acc: 93.8240, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2465, s1.loss_cls: 0.0889, s1.acc: 93.7130, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1190, s2.loss_cls: 0.0451, s2.acc: 93.4731, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0561, loss: 1.1931 2024-04-01 14:11:06,862 - mmdet - INFO - Epoch [4][6350/7330] lr: 4.612e-06, eta: 4 days, 3:00:21, time: 1.496, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1777, s0.acc: 94.0374, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2501, s1.loss_cls: 0.0878, s1.acc: 93.9554, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1190, s2.loss_cls: 0.0441, s2.acc: 93.6338, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0555, loss: 1.1697 2024-04-01 14:12:23,298 - mmdet - INFO - Epoch [4][6400/7330] lr: 4.612e-06, eta: 4 days, 2:59:12, time: 1.529, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1684, s0.acc: 94.3035, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2415, s1.loss_cls: 0.0830, s1.acc: 94.2089, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1142, s2.loss_cls: 0.0418, s2.acc: 94.0456, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0532, loss: 1.1269 2024-04-01 14:13:39,494 - mmdet - INFO - Epoch [4][6450/7330] lr: 4.612e-06, eta: 4 days, 2:58:01, time: 1.524, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1711, s0.acc: 94.2546, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2435, s1.loss_cls: 0.0847, s1.acc: 94.1619, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1137, s2.loss_cls: 0.0420, s2.acc: 94.0103, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0531, loss: 1.1349 2024-04-01 14:14:56,476 - mmdet - INFO - Epoch [4][6500/7330] lr: 4.612e-06, eta: 4 days, 2:56:56, time: 1.540, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.1714, s0.acc: 94.2542, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2416, s1.loss_cls: 0.0845, s1.acc: 94.2100, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1141, s2.loss_cls: 0.0428, s2.acc: 93.9703, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0537, loss: 1.1453 2024-04-01 14:16:15,357 - mmdet - INFO - Epoch [4][6550/7330] lr: 4.612e-06, eta: 4 days, 2:56:07, time: 1.578, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1716, s0.acc: 94.1509, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2462, s1.loss_cls: 0.0859, s1.acc: 94.0313, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1153, s2.loss_cls: 0.0423, s2.acc: 93.9712, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0540, loss: 1.1610 2024-04-01 14:17:29,249 - mmdet - INFO - Epoch [4][6600/7330] lr: 4.612e-06, eta: 4 days, 2:54:36, time: 1.478, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1684, s0.acc: 94.2510, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2418, s1.loss_cls: 0.0844, s1.acc: 94.1377, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1148, s2.loss_cls: 0.0426, s2.acc: 93.9744, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0534, loss: 1.1322 2024-04-01 14:18:43,200 - mmdet - INFO - Epoch [4][6650/7330] lr: 4.612e-06, eta: 4 days, 2:53:07, time: 1.479, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1746, s0.acc: 94.1638, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2497, s1.loss_cls: 0.0873, s1.acc: 94.0336, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1177, s2.loss_cls: 0.0437, s2.acc: 93.7651, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0549, loss: 1.1734 2024-04-01 14:19:59,845 - mmdet - INFO - Epoch [4][6700/7330] lr: 4.612e-06, eta: 4 days, 2:51:59, time: 1.533, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1716, s0.acc: 94.2378, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2347, s1.loss_cls: 0.0846, s1.acc: 94.2198, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1120, s2.loss_cls: 0.0417, s2.acc: 94.1545, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0526, loss: 1.1263 2024-04-01 14:21:14,043 - mmdet - INFO - Epoch [4][6750/7330] lr: 4.612e-06, eta: 4 days, 2:50:31, time: 1.484, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1643, s0.acc: 94.4961, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2360, s1.loss_cls: 0.0817, s1.acc: 94.4312, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1116, s2.loss_cls: 0.0408, s2.acc: 94.2857, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0523, loss: 1.1025 2024-04-01 14:22:28,548 - mmdet - INFO - Epoch [4][6800/7330] lr: 4.612e-06, eta: 4 days, 2:49:06, time: 1.490, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1688, s0.acc: 94.2537, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2408, s1.loss_cls: 0.0834, s1.acc: 94.1955, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1162, s2.loss_cls: 0.0417, s2.acc: 94.0163, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0549, loss: 1.1363 2024-04-01 14:23:43,913 - mmdet - INFO - Epoch [4][6850/7330] lr: 4.612e-06, eta: 4 days, 2:47:48, time: 1.507, data_time: 0.061, memory: 28497, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1620, s0.acc: 94.4736, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2379, s1.loss_cls: 0.0812, s1.acc: 94.3865, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1121, s2.loss_cls: 0.0414, s2.acc: 94.1439, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0529, loss: 1.1102 2024-04-01 14:25:01,694 - mmdet - INFO - Epoch [4][6900/7330] lr: 4.612e-06, eta: 4 days, 2:46:50, time: 1.556, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.1802, s0.acc: 93.8032, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2469, s1.loss_cls: 0.0884, s1.acc: 93.7251, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1167, s2.loss_cls: 0.0442, s2.acc: 93.5996, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0543, loss: 1.1947 2024-04-01 14:26:17,187 - mmdet - INFO - Epoch [4][6950/7330] lr: 4.612e-06, eta: 4 days, 2:45:33, time: 1.510, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1754, s0.acc: 94.1404, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2434, s1.loss_cls: 0.0862, s1.acc: 93.9811, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1160, s2.loss_cls: 0.0429, s2.acc: 93.7881, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0540, loss: 1.1583 2024-04-01 14:27:31,420 - mmdet - INFO - Epoch [4][7000/7330] lr: 4.612e-06, eta: 4 days, 2:44:05, time: 1.485, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1735, s0.acc: 94.2053, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2349, s1.loss_cls: 0.0845, s1.acc: 94.2968, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1112, s2.loss_cls: 0.0421, s2.acc: 94.0852, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0521, loss: 1.1352 2024-04-01 14:28:53,330 - mmdet - INFO - Epoch [4][7050/7330] lr: 4.612e-06, eta: 4 days, 2:43:40, time: 1.638, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1809, s0.acc: 93.9888, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2454, s1.loss_cls: 0.0900, s1.acc: 93.9375, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1161, s2.loss_cls: 0.0448, s2.acc: 93.7025, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0547, loss: 1.1782 2024-04-01 14:30:13,876 - mmdet - INFO - Epoch [4][7100/7330] lr: 4.612e-06, eta: 4 days, 2:43:04, time: 1.611, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1828, s0.acc: 93.8708, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2441, s1.loss_cls: 0.0887, s1.acc: 93.8654, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1155, s2.loss_cls: 0.0441, s2.acc: 93.7677, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0536, loss: 1.1781 2024-04-01 14:31:31,691 - mmdet - INFO - Epoch [4][7150/7330] lr: 4.612e-06, eta: 4 days, 2:42:05, time: 1.556, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1737, s0.acc: 94.1831, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2451, s1.loss_cls: 0.0851, s1.acc: 94.1376, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1171, s2.loss_cls: 0.0422, s2.acc: 94.0043, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0550, loss: 1.1603 2024-04-01 14:32:51,317 - mmdet - INFO - Epoch [4][7200/7330] lr: 4.612e-06, eta: 4 days, 2:41:21, time: 1.593, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1802, s0.acc: 93.9253, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2451, s1.loss_cls: 0.0893, s1.acc: 93.8139, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1160, s2.loss_cls: 0.0442, s2.acc: 93.6869, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0539, loss: 1.1798 2024-04-01 14:34:08,649 - mmdet - INFO - Epoch [4][7250/7330] lr: 4.612e-06, eta: 4 days, 2:40:19, time: 1.547, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1798, s0.acc: 94.0508, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2447, s1.loss_cls: 0.0878, s1.acc: 94.0144, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1162, s2.loss_cls: 0.0435, s2.acc: 93.8633, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0541, loss: 1.1644 2024-04-01 14:35:28,906 - mmdet - INFO - Epoch [4][7300/7330] lr: 4.612e-06, eta: 4 days, 2:39:40, time: 1.605, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1935, s0.acc: 93.5657, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2496, s1.loss_cls: 0.0952, s1.acc: 93.5850, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1201, s2.loss_cls: 0.0483, s2.acc: 93.2722, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0562, loss: 1.2339 2024-04-01 14:36:15,501 - mmdet - INFO - Saving checkpoint at 4 epochs 2024-04-01 14:44:23,737 - mmdet - INFO - Evaluating bbox... 2024-04-01 14:45:11,812 - 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 ] = 0.625 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.484 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.268 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.494 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.587 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.587 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.587 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.587 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 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.740 2024-04-01 14:45:11,812 - mmdet - INFO - Evaluating segm... 2024-04-01 14:46:01,515 - 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 ] = 0.603 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.422 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.186 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.433 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.570 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.519 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.519 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.519 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.327 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.681 2024-04-01 14:46:02,219 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-01 14:46:02,220 - mmdet - INFO - Epoch(val) [4][1250] bbox_mAP: 0.4440, bbox_mAP_50: 0.6250, bbox_mAP_75: 0.4840, bbox_mAP_s: 0.2680, bbox_mAP_m: 0.4940, bbox_mAP_l: 0.5870, bbox_mAP_copypaste: 0.444 0.625 0.484 0.268 0.494 0.587, segm_mAP: 0.3910, segm_mAP_50: 0.6030, segm_mAP_75: 0.4220, segm_mAP_s: 0.1860, segm_mAP_m: 0.4330, segm_mAP_l: 0.5700, segm_mAP_copypaste: 0.391 0.603 0.422 0.186 0.433 0.570 2024-04-01 14:47:21,855 - mmdet - INFO - Epoch [5][50/7330] lr: 4.612e-06, eta: 4 days, 2:32:07, time: 1.592, data_time: 0.120, memory: 28497, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1815, s0.acc: 93.7930, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2457, s1.loss_cls: 0.0882, s1.acc: 93.8575, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1169, s2.loss_cls: 0.0440, s2.acc: 93.6922, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0548, loss: 1.1940 2024-04-01 14:48:35,094 - mmdet - INFO - Epoch [5][100/7330] lr: 4.612e-06, eta: 4 days, 2:30:32, time: 1.465, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1783, s0.acc: 93.9924, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2497, s1.loss_cls: 0.0864, s1.acc: 94.0051, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1199, s2.loss_cls: 0.0429, s2.acc: 93.8809, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0558, loss: 1.1786 2024-04-01 14:49:48,334 - mmdet - INFO - Epoch [5][150/7330] lr: 4.612e-06, eta: 4 days, 2:28:58, time: 1.465, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1741, s0.acc: 94.0745, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2466, s1.loss_cls: 0.0860, s1.acc: 94.0433, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1176, s2.loss_cls: 0.0434, s2.acc: 93.8321, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0546, loss: 1.1688 2024-04-01 14:51:06,917 - mmdet - INFO - Epoch [5][200/7330] lr: 4.612e-06, eta: 4 days, 2:28:05, time: 1.572, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1756, s0.acc: 94.1855, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2405, s1.loss_cls: 0.0844, s1.acc: 94.2297, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1153, s2.loss_cls: 0.0421, s2.acc: 94.1210, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0541, loss: 1.1624 2024-04-01 14:52:21,954 - mmdet - INFO - Epoch [5][250/7330] lr: 4.612e-06, eta: 4 days, 2:26:45, time: 1.501, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1746, s0.acc: 94.0732, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2386, s1.loss_cls: 0.0852, s1.acc: 94.0361, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1148, s2.loss_cls: 0.0423, s2.acc: 93.9052, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0537, loss: 1.1396 2024-04-01 14:53:36,334 - mmdet - INFO - Epoch [5][300/7330] lr: 4.612e-06, eta: 4 days, 2:25:20, time: 1.488, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1816, s0.acc: 93.7432, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2454, s1.loss_cls: 0.0902, s1.acc: 93.7044, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1174, s2.loss_cls: 0.0445, s2.acc: 93.5877, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0551, loss: 1.1977 2024-04-01 14:54:51,443 - mmdet - INFO - Epoch [5][350/7330] lr: 4.612e-06, eta: 4 days, 2:24:00, time: 1.502, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1782, s0.acc: 93.8499, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2408, s1.loss_cls: 0.0857, s1.acc: 93.8970, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1135, s2.loss_cls: 0.0421, s2.acc: 93.8607, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0535, loss: 1.1750 2024-04-01 14:56:07,394 - mmdet - INFO - Epoch [5][400/7330] lr: 4.612e-06, eta: 4 days, 2:22:47, time: 1.519, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1839, s0.acc: 93.7078, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2417, s1.loss_cls: 0.0888, s1.acc: 93.8279, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1152, s2.loss_cls: 0.0445, s2.acc: 93.6623, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0539, loss: 1.1929 2024-04-01 14:57:22,498 - mmdet - INFO - Epoch [5][450/7330] lr: 4.612e-06, eta: 4 days, 2:21:27, time: 1.502, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1974, s0.acc: 93.4575, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2483, s1.loss_cls: 0.0946, s1.acc: 93.6564, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1194, s2.loss_cls: 0.0466, s2.acc: 93.5469, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0560, loss: 1.2326 2024-04-01 14:58:38,620 - mmdet - INFO - Epoch [5][500/7330] lr: 4.612e-06, eta: 4 days, 2:20:15, time: 1.522, data_time: 0.063, memory: 28497, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2040, s0.acc: 93.2644, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2493, s1.loss_cls: 0.0992, s1.acc: 93.3226, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1190, s2.loss_cls: 0.0484, s2.acc: 93.2700, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0557, loss: 1.2540 2024-04-01 14:59:53,735 - mmdet - INFO - Epoch [5][550/7330] lr: 4.612e-06, eta: 4 days, 2:18:56, time: 1.502, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1821, s0.acc: 93.8481, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2431, s1.loss_cls: 0.0868, s1.acc: 94.0254, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1173, s2.loss_cls: 0.0429, s2.acc: 93.8960, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0551, loss: 1.1829 2024-04-01 15:01:10,507 - mmdet - INFO - Epoch [5][600/7330] lr: 4.612e-06, eta: 4 days, 2:17:49, time: 1.535, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1954, s0.acc: 93.2947, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2456, s1.loss_cls: 0.0937, s1.acc: 93.4551, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1177, s2.loss_cls: 0.0465, s2.acc: 93.3620, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0546, loss: 1.2396 2024-04-01 15:02:26,103 - mmdet - INFO - Epoch [5][650/7330] lr: 4.612e-06, eta: 4 days, 2:16:33, time: 1.512, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1736, s0.acc: 94.0984, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2351, s1.loss_cls: 0.0827, s1.acc: 94.2363, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1120, s2.loss_cls: 0.0412, s2.acc: 94.1583, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0524, loss: 1.1349 2024-04-01 15:03:38,836 - mmdet - INFO - Epoch [5][700/7330] lr: 4.612e-06, eta: 4 days, 2:14:55, time: 1.454, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1867, s0.acc: 93.7126, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2460, s1.loss_cls: 0.0900, s1.acc: 93.7015, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1183, s2.loss_cls: 0.0441, s2.acc: 93.6395, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0558, loss: 1.2056 2024-04-01 15:04:54,478 - mmdet - INFO - Epoch [5][750/7330] lr: 4.612e-06, eta: 4 days, 2:13:40, time: 1.513, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1948, s0.acc: 93.6228, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2508, s1.loss_cls: 0.0930, s1.acc: 93.7896, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1208, s2.loss_cls: 0.0456, s2.acc: 93.7224, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0564, loss: 1.2257 2024-04-01 15:06:11,169 - mmdet - INFO - Epoch [5][800/7330] lr: 4.612e-06, eta: 4 days, 2:12:32, time: 1.534, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2023, s0.acc: 93.3398, s0.loss_bbox: 0.2596, s0.loss_mask: 0.2522, s1.loss_cls: 0.0959, s1.acc: 93.5555, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1206, s2.loss_cls: 0.0466, s2.acc: 93.5536, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0560, loss: 1.2598 2024-04-01 15:07:27,873 - mmdet - INFO - Epoch [5][850/7330] lr: 4.612e-06, eta: 4 days, 2:11:25, time: 1.534, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1769, s0.acc: 94.1436, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2410, s1.loss_cls: 0.0845, s1.acc: 94.2819, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1162, s2.loss_cls: 0.0408, s2.acc: 94.3007, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0542, loss: 1.1442 2024-04-01 15:08:45,352 - mmdet - INFO - Epoch [5][900/7330] lr: 4.612e-06, eta: 4 days, 2:10:24, time: 1.550, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1877, s0.acc: 93.7034, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2557, s1.loss_cls: 0.0888, s1.acc: 93.8785, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1217, s2.loss_cls: 0.0436, s2.acc: 93.8480, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0569, loss: 1.2174 2024-04-01 15:10:01,422 - mmdet - INFO - Epoch [5][950/7330] lr: 4.612e-06, eta: 4 days, 2:09:12, time: 1.521, data_time: 0.059, memory: 28497, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1977, s0.acc: 93.4199, s0.loss_bbox: 0.2540, s0.loss_mask: 0.2504, s1.loss_cls: 0.0946, s1.acc: 93.5879, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1198, s2.loss_cls: 0.0461, s2.acc: 93.5361, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0557, loss: 1.2444 2024-04-01 15:11:15,064 - mmdet - INFO - Epoch [5][1000/7330] lr: 4.612e-06, eta: 4 days, 2:07:40, time: 1.472, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1911, s0.acc: 93.5083, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2514, s1.loss_cls: 0.0928, s1.acc: 93.5810, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1199, s2.loss_cls: 0.0467, s2.acc: 93.3427, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0558, loss: 1.2359 2024-04-01 15:12:29,256 - mmdet - INFO - Epoch [5][1050/7330] lr: 4.612e-06, eta: 4 days, 2:06:14, time: 1.484, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1938, s0.acc: 93.5488, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2514, s1.loss_cls: 0.0919, s1.acc: 93.8221, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1224, s2.loss_cls: 0.0453, s2.acc: 93.6546, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0574, loss: 1.2454 2024-04-01 15:13:43,261 - mmdet - INFO - Epoch [5][1100/7330] lr: 4.612e-06, eta: 4 days, 2:04:46, time: 1.480, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1864, s0.acc: 93.7136, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2493, s1.loss_cls: 0.0896, s1.acc: 93.8148, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1184, s2.loss_cls: 0.0440, s2.acc: 93.7914, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0551, loss: 1.2034 2024-04-01 15:14:59,425 - mmdet - INFO - Epoch [5][1150/7330] lr: 4.612e-06, eta: 4 days, 2:03:34, time: 1.523, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1939, s0.acc: 93.6436, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2471, s1.loss_cls: 0.0914, s1.acc: 93.8508, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1191, s2.loss_cls: 0.0451, s2.acc: 93.8098, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0555, loss: 1.2278 2024-04-01 15:16:11,637 - mmdet - INFO - Epoch [5][1200/7330] lr: 4.612e-06, eta: 4 days, 2:01:53, time: 1.444, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1802, s0.acc: 93.8018, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2526, s1.loss_cls: 0.0864, s1.acc: 93.9412, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1217, s2.loss_cls: 0.0430, s2.acc: 93.7561, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0569, loss: 1.2108 2024-04-01 15:17:25,640 - mmdet - INFO - Epoch [5][1250/7330] lr: 4.612e-06, eta: 4 days, 2:00:25, time: 1.480, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1744, s0.acc: 94.0332, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2452, s1.loss_cls: 0.0831, s1.acc: 94.2136, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1173, s2.loss_cls: 0.0417, s2.acc: 94.0832, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0546, loss: 1.1610 2024-04-01 15:18:41,763 - mmdet - INFO - Epoch [5][1300/7330] lr: 4.612e-06, eta: 4 days, 1:59:13, time: 1.522, data_time: 0.052, memory: 28497, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1714, s0.acc: 94.1572, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2356, s1.loss_cls: 0.0816, s1.acc: 94.2760, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1141, s2.loss_cls: 0.0406, s2.acc: 94.1897, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0533, loss: 1.1310 2024-04-01 15:19:56,628 - mmdet - INFO - Epoch [5][1350/7330] lr: 4.612e-06, eta: 4 days, 1:57:52, time: 1.497, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1875, s0.acc: 93.6038, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2513, s1.loss_cls: 0.0893, s1.acc: 93.8243, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1208, s2.loss_cls: 0.0440, s2.acc: 93.7770, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0566, loss: 1.2247 2024-04-01 15:21:14,599 - mmdet - INFO - Epoch [5][1400/7330] lr: 4.612e-06, eta: 4 days, 1:56:54, time: 1.560, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1888, s0.acc: 93.6360, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2468, s1.loss_cls: 0.0911, s1.acc: 93.7802, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1186, s2.loss_cls: 0.0443, s2.acc: 93.7304, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0556, loss: 1.2073 2024-04-01 15:22:29,859 - mmdet - INFO - Epoch [5][1450/7330] lr: 4.612e-06, eta: 4 days, 1:55:36, time: 1.505, data_time: 0.049, memory: 28497, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1853, s0.acc: 93.6775, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2451, s1.loss_cls: 0.0879, s1.acc: 93.8969, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1178, s2.loss_cls: 0.0435, s2.acc: 93.8290, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0551, loss: 1.2097 2024-04-01 15:23:45,947 - mmdet - INFO - Epoch [5][1500/7330] lr: 4.612e-06, eta: 4 days, 1:54:24, time: 1.522, data_time: 0.063, memory: 28497, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1826, s0.acc: 93.8481, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2421, s1.loss_cls: 0.0876, s1.acc: 93.9817, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1172, s2.loss_cls: 0.0432, s2.acc: 93.8921, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0549, loss: 1.1850 2024-04-01 15:24:59,878 - mmdet - INFO - Epoch [5][1550/7330] lr: 4.612e-06, eta: 4 days, 1:52:55, time: 1.479, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1823, s0.acc: 93.7747, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2460, s1.loss_cls: 0.0875, s1.acc: 93.8706, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1183, s2.loss_cls: 0.0431, s2.acc: 93.8982, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0555, loss: 1.1888 2024-04-01 15:26:16,717 - mmdet - INFO - Epoch [5][1600/7330] lr: 4.612e-06, eta: 4 days, 1:51:49, time: 1.537, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1820, s0.acc: 93.8286, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2448, s1.loss_cls: 0.0876, s1.acc: 93.9023, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1177, s2.loss_cls: 0.0427, s2.acc: 93.9506, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0551, loss: 1.1893 2024-04-01 15:27:31,197 - mmdet - INFO - Epoch [5][1650/7330] lr: 4.612e-06, eta: 4 days, 1:50:25, time: 1.490, data_time: 0.047, memory: 28497, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1729, s0.acc: 94.1418, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2433, s1.loss_cls: 0.0840, s1.acc: 94.1806, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1172, s2.loss_cls: 0.0418, s2.acc: 94.0926, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0553, loss: 1.1502 2024-04-01 15:28:46,598 - mmdet - INFO - Epoch [5][1700/7330] lr: 4.612e-06, eta: 4 days, 1:49:07, time: 1.508, data_time: 0.060, memory: 28497, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1819, s0.acc: 93.8079, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2457, s1.loss_cls: 0.0880, s1.acc: 93.8377, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1174, s2.loss_cls: 0.0434, s2.acc: 93.7065, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0551, loss: 1.1928 2024-04-01 15:29:58,231 - mmdet - INFO - Epoch [5][1750/7330] lr: 4.612e-06, eta: 4 days, 1:47:22, time: 1.433, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1917, s0.acc: 93.5952, s0.loss_bbox: 0.2552, s0.loss_mask: 0.2485, s1.loss_cls: 0.0914, s1.acc: 93.7197, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1193, s2.loss_cls: 0.0444, s2.acc: 93.6047, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0557, loss: 1.2372 2024-04-01 15:31:14,937 - mmdet - INFO - Epoch [5][1800/7330] lr: 4.612e-06, eta: 4 days, 1:46:15, time: 1.534, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1823, s0.acc: 93.7756, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2484, s1.loss_cls: 0.0893, s1.acc: 93.7234, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1188, s2.loss_cls: 0.0436, s2.acc: 93.6627, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0556, loss: 1.1963 2024-04-01 15:32:29,690 - mmdet - INFO - Epoch [5][1850/7330] lr: 4.612e-06, eta: 4 days, 1:44:53, time: 1.495, data_time: 0.048, memory: 28497, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1812, s0.acc: 93.8691, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2354, s1.loss_cls: 0.0865, s1.acc: 93.9076, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1129, s2.loss_cls: 0.0424, s2.acc: 93.7850, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0529, loss: 1.1565 2024-04-01 15:33:42,921 - mmdet - INFO - Epoch [5][1900/7330] lr: 4.612e-06, eta: 4 days, 1:43:19, time: 1.465, data_time: 0.057, memory: 28497, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1730, s0.acc: 94.0754, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2334, s1.loss_cls: 0.0846, s1.acc: 94.0719, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1117, s2.loss_cls: 0.0422, s2.acc: 94.1017, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0523, loss: 1.1348 2024-04-01 15:35:00,897 - mmdet - INFO - Epoch [5][1950/7330] lr: 4.612e-06, eta: 4 days, 1:42:21, time: 1.559, data_time: 0.054, memory: 28497, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1793, s0.acc: 93.8794, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2377, s1.loss_cls: 0.0864, s1.acc: 93.9311, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1141, s2.loss_cls: 0.0437, s2.acc: 93.7776, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0540, loss: 1.1685 2024-04-01 15:36:17,474 - mmdet - INFO - Epoch [5][2000/7330] lr: 4.612e-06, eta: 4 days, 1:41:13, time: 1.532, data_time: 0.053, memory: 28497, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1826, s0.acc: 93.7673, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2413, s1.loss_cls: 0.0896, s1.acc: 93.8391, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1149, s2.loss_cls: 0.0442, s2.acc: 93.8675, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0536, loss: 1.1805 2024-04-01 15:37:37,129 - mmdet - INFO - Epoch [5][2050/7330] lr: 4.612e-06, eta: 4 days, 1:40:27, time: 1.593, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.1841, s0.acc: 93.8538, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2418, s1.loss_cls: 0.0892, s1.acc: 93.9608, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1148, s2.loss_cls: 0.0440, s2.acc: 93.8726, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0543, loss: 1.1859 2024-04-01 15:38:55,045 - mmdet - INFO - Epoch [5][2100/7330] lr: 4.612e-06, eta: 4 days, 1:39:29, time: 1.558, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1741, s0.acc: 93.9846, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2393, s1.loss_cls: 0.0861, s1.acc: 94.0095, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1140, s2.loss_cls: 0.0432, s2.acc: 93.9041, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0533, loss: 1.1559 2024-04-01 15:40:15,395 - mmdet - INFO - Epoch [5][2150/7330] lr: 4.612e-06, eta: 4 days, 1:38:48, time: 1.607, data_time: 0.058, memory: 28497, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1848, s0.acc: 93.8240, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2439, s1.loss_cls: 0.0903, s1.acc: 93.8022, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1172, s2.loss_cls: 0.0446, s2.acc: 93.6037, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0548, loss: 1.1954 2024-04-01 15:41:36,572 - mmdet - INFO - Epoch [5][2200/7330] lr: 4.612e-06, eta: 4 days, 1:38:13, time: 1.624, data_time: 0.055, memory: 28497, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1829, s0.acc: 93.8911, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2419, s1.loss_cls: 0.0896, s1.acc: 93.8886, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1162, s2.loss_cls: 0.0448, s2.acc: 93.7089, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0541, loss: 1.1856 2024-04-01 15:42:52,197 - mmdet - INFO - Epoch [5][2250/7330] lr: 4.612e-06, eta: 4 days, 1:36:58, time: 1.512, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1757, s0.acc: 93.9880, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2399, s1.loss_cls: 0.0864, s1.acc: 94.0214, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1145, s2.loss_cls: 0.0432, s2.acc: 93.7718, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0528, loss: 1.1477 2024-04-01 15:44:09,997 - mmdet - INFO - Epoch [5][2300/7330] lr: 4.612e-06, eta: 4 days, 1:35:58, time: 1.556, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1822, s0.acc: 93.8374, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2379, s1.loss_cls: 0.0878, s1.acc: 93.9395, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1146, s2.loss_cls: 0.0436, s2.acc: 93.8244, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0534, loss: 1.1784 2024-04-01 15:45:22,943 - mmdet - INFO - Epoch [5][2350/7330] lr: 4.612e-06, eta: 4 days, 1:34:22, time: 1.459, data_time: 0.050, memory: 28497, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1826, s0.acc: 93.7837, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2403, s1.loss_cls: 0.0877, s1.acc: 93.8576, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1143, s2.loss_cls: 0.0437, s2.acc: 93.6818, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0535, loss: 1.1735 2024-04-01 15:46:40,453 - mmdet - INFO - Epoch [5][2400/7330] lr: 4.612e-06, eta: 4 days, 1:33:21, time: 1.550, data_time: 0.056, memory: 28497, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1887, s0.acc: 93.7092, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2416, s1.loss_cls: 0.0903, s1.acc: 93.7955, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1168, s2.loss_cls: 0.0437, s2.acc: 93.8579, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0541, loss: 1.1988 2024-04-01 15:47:54,672 - mmdet - INFO - Epoch [5][2450/7330] lr: 4.612e-06, eta: 4 days, 1:31:55, time: 1.484, data_time: 0.051, memory: 28497, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1873, s0.acc: 93.8047, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2422, s1.loss_cls: 0.0918, s1.acc: 93.7793, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1169, s2.loss_cls: 0.0456, s2.acc: 93.5876, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0545, loss: 1.1950 2024-04-01 15:49:09,629 - mmdet - INFO - Epoch [5][2500/7330] lr: 4.612e-06, eta: 4 days, 1:30:34, time: 1.499, data_time: 0.054, memory: 28565, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1943, s0.acc: 93.4478, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2489, s1.loss_cls: 0.0941, s1.acc: 93.5300, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1180, s2.loss_cls: 0.0462, s2.acc: 93.4202, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0550, loss: 1.2365 2024-04-01 15:50:27,140 - mmdet - INFO - Epoch [5][2550/7330] lr: 4.612e-06, eta: 4 days, 1:29:32, time: 1.551, data_time: 0.055, memory: 28565, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1914, s0.acc: 93.6809, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2466, s1.loss_cls: 0.0922, s1.acc: 93.8076, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1179, s2.loss_cls: 0.0451, s2.acc: 93.6257, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0552, loss: 1.2183 2024-04-01 15:51:43,656 - mmdet - INFO - Epoch [5][2600/7330] lr: 4.612e-06, eta: 4 days, 1:28:23, time: 1.530, data_time: 0.054, memory: 28565, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1819, s0.acc: 93.8384, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2463, s1.loss_cls: 0.0887, s1.acc: 93.8169, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1187, s2.loss_cls: 0.0440, s2.acc: 93.7841, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0554, loss: 1.1839 2024-04-01 15:53:02,967 - mmdet - INFO - Epoch [5][2650/7330] lr: 4.612e-06, eta: 4 days, 1:27:34, time: 1.586, data_time: 0.059, memory: 28565, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1951, s0.acc: 93.5498, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2463, s1.loss_cls: 0.0941, s1.acc: 93.6396, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1191, s2.loss_cls: 0.0461, s2.acc: 93.7320, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0556, loss: 1.2335 2024-04-01 15:54:18,538 - mmdet - INFO - Epoch [5][2700/7330] lr: 4.612e-06, eta: 4 days, 1:26:18, time: 1.511, data_time: 0.054, memory: 28565, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1835, s0.acc: 93.8096, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2420, s1.loss_cls: 0.0868, s1.acc: 93.9817, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1163, s2.loss_cls: 0.0430, s2.acc: 93.8963, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0539, loss: 1.1815 2024-04-01 15:55:33,894 - mmdet - INFO - Epoch [5][2750/7330] lr: 4.612e-06, eta: 4 days, 1:25:00, time: 1.507, data_time: 0.053, memory: 28565, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1802, s0.acc: 93.9045, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2401, s1.loss_cls: 0.0875, s1.acc: 93.9013, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1151, s2.loss_cls: 0.0440, s2.acc: 93.7393, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0541, loss: 1.1742 2024-04-01 15:56:45,819 - mmdet - INFO - Epoch [5][2800/7330] lr: 4.612e-06, eta: 4 days, 1:23:17, time: 1.438, data_time: 0.052, memory: 28565, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1807, s0.acc: 93.8381, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2424, s1.loss_cls: 0.0876, s1.acc: 93.8708, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1161, s2.loss_cls: 0.0430, s2.acc: 93.8101, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0537, loss: 1.1692 2024-04-01 15:58:02,213 - mmdet - INFO - Epoch [5][2850/7330] lr: 4.612e-06, eta: 4 days, 1:22:07, time: 1.528, data_time: 0.052, memory: 28565, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1904, s0.acc: 93.6375, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2445, s1.loss_cls: 0.0928, s1.acc: 93.7835, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1164, s2.loss_cls: 0.0456, s2.acc: 93.6636, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0542, loss: 1.2036 2024-04-01 15:59:15,552 - mmdet - INFO - Epoch [5][2900/7330] lr: 4.612e-06, eta: 4 days, 1:20:35, time: 1.466, data_time: 0.058, memory: 28565, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1755, s0.acc: 94.0874, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2407, s1.loss_cls: 0.0852, s1.acc: 94.0567, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1152, s2.loss_cls: 0.0425, s2.acc: 93.9532, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0537, loss: 1.1651 2024-04-01 16:00:32,548 - mmdet - INFO - Epoch [5][2950/7330] lr: 4.612e-06, eta: 4 days, 1:19:29, time: 1.540, data_time: 0.057, memory: 28565, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1871, s0.acc: 93.7822, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2463, s1.loss_cls: 0.0922, s1.acc: 93.7096, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1180, s2.loss_cls: 0.0455, s2.acc: 93.6952, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0551, loss: 1.2028 2024-04-01 16:01:47,013 - mmdet - INFO - Epoch [5][3000/7330] lr: 4.612e-06, eta: 4 days, 1:18:05, time: 1.489, data_time: 0.054, memory: 28565, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1858, s0.acc: 93.7263, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2470, s1.loss_cls: 0.0885, s1.acc: 93.8574, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1205, s2.loss_cls: 0.0439, s2.acc: 93.7234, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0567, loss: 1.2097 2024-04-01 16:03:01,753 - mmdet - INFO - Epoch [5][3050/7330] lr: 4.612e-06, eta: 4 days, 1:16:43, time: 1.494, data_time: 0.052, memory: 28565, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1681, s0.acc: 94.2507, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2375, s1.loss_cls: 0.0812, s1.acc: 94.3029, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1129, s2.loss_cls: 0.0404, s2.acc: 94.1823, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0528, loss: 1.1235 2024-04-01 16:04:19,243 - mmdet - INFO - Epoch [5][3100/7330] lr: 4.612e-06, eta: 4 days, 1:15:41, time: 1.550, data_time: 0.054, memory: 28565, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1874, s0.acc: 93.6606, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2532, s1.loss_cls: 0.0919, s1.acc: 93.6157, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1202, s2.loss_cls: 0.0446, s2.acc: 93.6452, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0558, loss: 1.2229 2024-04-01 16:05:35,185 - mmdet - INFO - Epoch [5][3150/7330] lr: 4.612e-06, eta: 4 days, 1:14:27, time: 1.519, data_time: 0.054, memory: 28565, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1904, s0.acc: 93.7029, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2460, s1.loss_cls: 0.0912, s1.acc: 93.7816, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1174, s2.loss_cls: 0.0449, s2.acc: 93.6492, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0548, loss: 1.2045 2024-04-01 16:06:50,899 - mmdet - INFO - Epoch [5][3200/7330] lr: 4.612e-06, eta: 4 days, 1:13:12, time: 1.514, data_time: 0.052, memory: 28565, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1782, s0.acc: 93.9739, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2404, s1.loss_cls: 0.0883, s1.acc: 93.9654, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1154, s2.loss_cls: 0.0432, s2.acc: 93.9319, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0537, loss: 1.1583 2024-04-01 16:08:04,968 - mmdet - INFO - Epoch [5][3250/7330] lr: 4.612e-06, eta: 4 days, 1:11:45, time: 1.481, data_time: 0.053, memory: 28565, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1863, s0.acc: 93.7505, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2439, s1.loss_cls: 0.0912, s1.acc: 93.7986, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1163, s2.loss_cls: 0.0452, s2.acc: 93.7035, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0540, loss: 1.1866 2024-04-01 16:09:25,332 - mmdet - INFO - Epoch [5][3300/7330] lr: 4.612e-06, eta: 4 days, 1:11:03, time: 1.607, data_time: 0.056, memory: 28565, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2002, s0.acc: 93.3435, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2466, s1.loss_cls: 0.0975, s1.acc: 93.3491, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1187, s2.loss_cls: 0.0477, s2.acc: 93.2560, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0551, loss: 1.2520 2024-04-01 16:10:41,413 - mmdet - INFO - Epoch [5][3350/7330] lr: 4.612e-06, eta: 4 days, 1:09:50, time: 1.521, data_time: 0.052, memory: 28565, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1951, s0.acc: 93.5222, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2446, s1.loss_cls: 0.0933, s1.acc: 93.6389, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1174, s2.loss_cls: 0.0460, s2.acc: 93.5552, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0549, loss: 1.2264 2024-04-01 16:11:57,563 - mmdet - INFO - Epoch [5][3400/7330] lr: 4.612e-06, eta: 4 days, 1:08:38, time: 1.523, data_time: 0.059, memory: 28565, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1925, s0.acc: 93.5996, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2489, s1.loss_cls: 0.0913, s1.acc: 93.7376, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1184, s2.loss_cls: 0.0450, s2.acc: 93.6143, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0547, loss: 1.2253 2024-04-01 16:13:11,118 - mmdet - INFO - Epoch [5][3450/7330] lr: 4.612e-06, eta: 4 days, 1:07:08, time: 1.471, data_time: 0.055, memory: 28565, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1960, s0.acc: 93.5371, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2442, s1.loss_cls: 0.0927, s1.acc: 93.6508, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1171, s2.loss_cls: 0.0457, s2.acc: 93.6348, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0549, loss: 1.2177 2024-04-01 16:14:28,416 - mmdet - INFO - Epoch [5][3500/7330] lr: 4.612e-06, eta: 4 days, 1:06:04, time: 1.546, data_time: 0.051, memory: 28565, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1840, s0.acc: 93.7637, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2454, s1.loss_cls: 0.0891, s1.acc: 93.8003, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1186, s2.loss_cls: 0.0444, s2.acc: 93.6656, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0556, loss: 1.2031 2024-04-01 16:15:45,536 - mmdet - INFO - Epoch [5][3550/7330] lr: 4.612e-06, eta: 4 days, 1:04:59, time: 1.543, data_time: 0.051, memory: 28565, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1771, s0.acc: 94.0898, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2388, s1.loss_cls: 0.0853, s1.acc: 94.2250, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1143, s2.loss_cls: 0.0419, s2.acc: 94.1943, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0536, loss: 1.1447 2024-04-01 16:17:03,110 - mmdet - INFO - Epoch [5][3600/7330] lr: 4.612e-06, eta: 4 days, 1:03:57, time: 1.551, data_time: 0.051, memory: 28565, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1822, s0.acc: 93.9602, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2476, s1.loss_cls: 0.0868, s1.acc: 94.0847, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1192, s2.loss_cls: 0.0429, s2.acc: 94.0202, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0557, loss: 1.1879 2024-04-01 16:18:15,527 - mmdet - INFO - Epoch [5][3650/7330] lr: 4.612e-06, eta: 4 days, 1:02:18, time: 1.448, data_time: 0.053, memory: 28565, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1862, s0.acc: 93.9185, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2385, s1.loss_cls: 0.0885, s1.acc: 94.0772, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1147, s2.loss_cls: 0.0437, s2.acc: 93.7716, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0539, loss: 1.1877 2024-04-01 16:19:33,514 - mmdet - INFO - Epoch [5][3700/7330] lr: 4.612e-06, eta: 4 days, 1:01:19, time: 1.560, data_time: 0.051, memory: 28565, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1796, s0.acc: 94.0781, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2404, s1.loss_cls: 0.0854, s1.acc: 94.1389, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1158, s2.loss_cls: 0.0421, s2.acc: 94.1391, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0537, loss: 1.1619 2024-04-01 16:20:50,777 - mmdet - INFO - Epoch [5][3750/7330] lr: 4.612e-06, eta: 4 days, 1:00:15, time: 1.545, data_time: 0.053, memory: 28565, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1821, s0.acc: 93.8342, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2438, s1.loss_cls: 0.0886, s1.acc: 93.9153, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1157, s2.loss_cls: 0.0436, s2.acc: 93.7993, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0538, loss: 1.1859 2024-04-01 16:22:07,473 - mmdet - INFO - Epoch [5][3800/7330] lr: 4.612e-06, eta: 4 days, 0:59:06, time: 1.534, data_time: 0.059, memory: 28565, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1882, s0.acc: 93.6829, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2443, s1.loss_cls: 0.0917, s1.acc: 93.6896, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1184, s2.loss_cls: 0.0449, s2.acc: 93.6864, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0550, loss: 1.2113 2024-04-01 16:23:22,961 - mmdet - INFO - Epoch [5][3850/7330] lr: 4.612e-06, eta: 4 days, 0:57:50, time: 1.510, data_time: 0.051, memory: 28565, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1850, s0.acc: 93.6838, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2432, s1.loss_cls: 0.0902, s1.acc: 93.6378, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1148, s2.loss_cls: 0.0447, s2.acc: 93.5361, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0537, loss: 1.1899 2024-04-01 16:24:36,996 - mmdet - INFO - Epoch [5][3900/7330] lr: 4.612e-06, eta: 4 days, 0:56:23, time: 1.481, data_time: 0.051, memory: 28565, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1907, s0.acc: 93.6042, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2523, s1.loss_cls: 0.0920, s1.acc: 93.6104, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1203, s2.loss_cls: 0.0446, s2.acc: 93.5564, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0560, loss: 1.2282 2024-04-01 16:25:51,439 - mmdet - INFO - Epoch [5][3950/7330] lr: 4.612e-06, eta: 4 days, 0:54:59, time: 1.489, data_time: 0.054, memory: 28565, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1830, s0.acc: 93.6853, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2458, s1.loss_cls: 0.0892, s1.acc: 93.7279, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1181, s2.loss_cls: 0.0440, s2.acc: 93.6364, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0552, loss: 1.1991 2024-04-01 16:27:06,540 - mmdet - INFO - Epoch [5][4000/7330] lr: 4.612e-06, eta: 4 days, 0:53:39, time: 1.502, data_time: 0.062, memory: 28565, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1926, s0.acc: 93.5818, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2422, s1.loss_cls: 0.0935, s1.acc: 93.6285, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1154, s2.loss_cls: 0.0464, s2.acc: 93.4252, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0538, loss: 1.2044 2024-04-01 16:28:19,707 - mmdet - INFO - Epoch [5][4050/7330] lr: 4.612e-06, eta: 4 days, 0:52:06, time: 1.463, data_time: 0.053, memory: 28565, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1966, s0.acc: 93.3669, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2431, s1.loss_cls: 0.0964, s1.acc: 93.2875, s1.loss_bbox: 0.1173, s1.loss_mask: 0.1162, s2.loss_cls: 0.0483, s2.acc: 93.0079, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0538, loss: 1.2392 2024-04-01 16:29:34,652 - mmdet - INFO - Epoch [5][4100/7330] lr: 4.612e-06, eta: 4 days, 0:50:46, time: 1.499, data_time: 0.057, memory: 28565, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1921, s0.acc: 93.5571, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2465, s1.loss_cls: 0.0927, s1.acc: 93.7364, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1178, s2.loss_cls: 0.0458, s2.acc: 93.5945, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0549, loss: 1.2328 2024-04-01 16:30:50,239 - mmdet - INFO - Epoch [5][4150/7330] lr: 4.612e-06, eta: 4 days, 0:49:30, time: 1.511, data_time: 0.055, memory: 28565, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.1910, s0.acc: 93.5715, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2521, s1.loss_cls: 0.0925, s1.acc: 93.6324, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1196, s2.loss_cls: 0.0452, s2.acc: 93.6250, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0558, loss: 1.2303 2024-04-01 16:32:06,198 - mmdet - INFO - Epoch [5][4200/7330] lr: 4.612e-06, eta: 4 days, 0:48:17, time: 1.520, data_time: 0.067, memory: 28565, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1866, s0.acc: 93.7249, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2430, s1.loss_cls: 0.0908, s1.acc: 93.7418, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1161, s2.loss_cls: 0.0451, s2.acc: 93.6260, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0547, loss: 1.1948 2024-04-01 16:33:22,164 - mmdet - INFO - Epoch [5][4250/7330] lr: 4.612e-06, eta: 4 days, 0:47:03, time: 1.519, data_time: 0.058, memory: 28565, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1872, s0.acc: 93.6450, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2436, s1.loss_cls: 0.0905, s1.acc: 93.6830, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1163, s2.loss_cls: 0.0447, s2.acc: 93.4614, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0541, loss: 1.2173 2024-04-01 16:34:33,021 - mmdet - INFO - Epoch [5][4300/7330] lr: 4.612e-06, eta: 4 days, 0:45:15, time: 1.417, data_time: 0.059, memory: 28565, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1884, s0.acc: 93.6836, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2496, s1.loss_cls: 0.0911, s1.acc: 93.7132, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1191, s2.loss_cls: 0.0447, s2.acc: 93.6410, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0557, loss: 1.2059 2024-04-01 16:35:47,905 - mmdet - INFO - Epoch [5][4350/7330] lr: 4.612e-06, eta: 4 days, 0:43:54, time: 1.498, data_time: 0.053, memory: 28565, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1893, s0.acc: 93.5796, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2436, s1.loss_cls: 0.0914, s1.acc: 93.7579, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1171, s2.loss_cls: 0.0453, s2.acc: 93.5024, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0545, loss: 1.2039 2024-04-01 16:37:03,244 - mmdet - INFO - Epoch [5][4400/7330] lr: 4.612e-06, eta: 4 days, 0:42:36, time: 1.507, data_time: 0.063, memory: 28565, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1856, s0.acc: 93.7522, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2424, s1.loss_cls: 0.0907, s1.acc: 93.7358, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1172, s2.loss_cls: 0.0450, s2.acc: 93.6417, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0553, loss: 1.2008 2024-04-01 16:38:16,109 - mmdet - INFO - Epoch [5][4450/7330] lr: 4.612e-06, eta: 4 days, 0:41:02, time: 1.457, data_time: 0.057, memory: 28565, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1853, s0.acc: 93.9204, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2418, s1.loss_cls: 0.0901, s1.acc: 93.9236, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1169, s2.loss_cls: 0.0443, s2.acc: 93.8067, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0547, loss: 1.1926 2024-04-01 16:39:31,752 - mmdet - INFO - Epoch [5][4500/7330] lr: 4.612e-06, eta: 4 days, 0:39:46, time: 1.513, data_time: 0.058, memory: 28565, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1889, s0.acc: 93.5564, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2396, s1.loss_cls: 0.0922, s1.acc: 93.5498, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1146, s2.loss_cls: 0.0461, s2.acc: 93.3401, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0534, loss: 1.1947 2024-04-01 16:40:48,290 - mmdet - INFO - Epoch [5][4550/7330] lr: 4.612e-06, eta: 4 days, 0:38:37, time: 1.531, data_time: 0.058, memory: 28565, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1867, s0.acc: 93.6375, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2427, s1.loss_cls: 0.0916, s1.acc: 93.6050, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1156, s2.loss_cls: 0.0459, s2.acc: 93.3945, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0536, loss: 1.2052 2024-04-01 16:42:00,670 - mmdet - INFO - Epoch [5][4600/7330] lr: 4.612e-06, eta: 4 days, 0:36:59, time: 1.448, data_time: 0.055, memory: 28565, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1834, s0.acc: 93.6877, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2414, s1.loss_cls: 0.0883, s1.acc: 93.8378, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1147, s2.loss_cls: 0.0434, s2.acc: 93.7571, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0538, loss: 1.1852 2024-04-01 16:43:15,880 - mmdet - INFO - Epoch [5][4650/7330] lr: 4.612e-06, eta: 4 days, 0:35:41, time: 1.504, data_time: 0.050, memory: 28565, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1850, s0.acc: 93.7961, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2455, s1.loss_cls: 0.0911, s1.acc: 93.6567, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1183, s2.loss_cls: 0.0455, s2.acc: 93.5736, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0553, loss: 1.2005 2024-04-01 16:44:31,385 - mmdet - INFO - Epoch [5][4700/7330] lr: 4.612e-06, eta: 4 days, 0:34:24, time: 1.510, data_time: 0.056, memory: 28565, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1937, s0.acc: 93.5251, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2458, s1.loss_cls: 0.0931, s1.acc: 93.6390, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1180, s2.loss_cls: 0.0465, s2.acc: 93.5657, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0552, loss: 1.2301 2024-04-01 16:45:45,812 - mmdet - INFO - Epoch [5][4750/7330] lr: 4.612e-06, eta: 4 days, 0:33:00, time: 1.488, data_time: 0.048, memory: 28565, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1897, s0.acc: 93.5806, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2423, s1.loss_cls: 0.0930, s1.acc: 93.6277, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1152, s2.loss_cls: 0.0462, s2.acc: 93.5481, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0536, loss: 1.2079 2024-04-01 16:46:55,942 - mmdet - INFO - Epoch [5][4800/7330] lr: 4.612e-06, eta: 4 days, 0:31:08, time: 1.403, data_time: 0.055, memory: 28565, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1763, s0.acc: 94.0728, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2352, s1.loss_cls: 0.0875, s1.acc: 94.0694, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1130, s2.loss_cls: 0.0433, s2.acc: 93.8790, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0522, loss: 1.1415 2024-04-01 16:48:08,921 - mmdet - INFO - Epoch [5][4850/7330] lr: 4.612e-06, eta: 4 days, 0:29:34, time: 1.459, data_time: 0.054, memory: 28565, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1672, s0.acc: 94.2207, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2373, s1.loss_cls: 0.0815, s1.acc: 94.1822, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1146, s2.loss_cls: 0.0414, s2.acc: 94.0075, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0537, loss: 1.1310 2024-04-01 16:49:23,810 - mmdet - INFO - Epoch [5][4900/7330] lr: 4.612e-06, eta: 4 days, 0:28:14, time: 1.498, data_time: 0.053, memory: 28565, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1849, s0.acc: 93.6096, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2461, s1.loss_cls: 0.0911, s1.acc: 93.5330, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1176, s2.loss_cls: 0.0457, s2.acc: 93.4045, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0547, loss: 1.1967 2024-04-01 16:50:41,615 - mmdet - INFO - Epoch [5][4950/7330] lr: 4.612e-06, eta: 4 days, 0:27:13, time: 1.556, data_time: 0.052, memory: 28565, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1719, s0.acc: 94.0161, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2381, s1.loss_cls: 0.0840, s1.acc: 94.0986, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1139, s2.loss_cls: 0.0427, s2.acc: 93.7612, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0535, loss: 1.1502 2024-04-01 16:51:59,684 - mmdet - INFO - Epoch [5][5000/7330] lr: 4.612e-06, eta: 4 days, 0:26:14, time: 1.561, data_time: 0.053, memory: 28565, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1670, s0.acc: 94.1592, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2398, s1.loss_cls: 0.0827, s1.acc: 94.0513, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1142, s2.loss_cls: 0.0409, s2.acc: 93.9351, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0529, loss: 1.1328 2024-04-01 16:53:15,261 - mmdet - INFO - Epoch [5][5050/7330] lr: 4.612e-06, eta: 4 days, 0:24:58, time: 1.512, data_time: 0.057, memory: 28565, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1844, s0.acc: 93.7856, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2426, s1.loss_cls: 0.0899, s1.acc: 93.7697, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1166, s2.loss_cls: 0.0450, s2.acc: 93.5889, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0544, loss: 1.1894 2024-04-01 16:54:30,044 - mmdet - INFO - Epoch [5][5100/7330] lr: 4.612e-06, eta: 4 days, 0:23:37, time: 1.496, data_time: 0.053, memory: 28565, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1920, s0.acc: 93.5427, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2403, s1.loss_cls: 0.0932, s1.acc: 93.5762, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1153, s2.loss_cls: 0.0467, s2.acc: 93.3627, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0541, loss: 1.2155 2024-04-01 16:55:46,533 - mmdet - INFO - Epoch [5][5150/7330] lr: 4.612e-06, eta: 4 days, 0:22:27, time: 1.530, data_time: 0.052, memory: 28565, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1927, s0.acc: 93.5227, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2458, s1.loss_cls: 0.0930, s1.acc: 93.5174, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1176, s2.loss_cls: 0.0453, s2.acc: 93.5706, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0550, loss: 1.2162 2024-04-01 16:56:59,875 - mmdet - INFO - Epoch [5][5200/7330] lr: 4.612e-06, eta: 4 days, 0:20:56, time: 1.467, data_time: 0.062, memory: 28565, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1801, s0.acc: 93.9177, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2412, s1.loss_cls: 0.0871, s1.acc: 93.9764, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1153, s2.loss_cls: 0.0433, s2.acc: 93.8992, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0543, loss: 1.1738 2024-04-01 16:58:12,621 - mmdet - INFO - Epoch [5][5250/7330] lr: 4.612e-06, eta: 4 days, 0:19:22, time: 1.455, data_time: 0.054, memory: 28565, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1982, s0.acc: 93.2385, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2511, s1.loss_cls: 0.0953, s1.acc: 93.3951, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1197, s2.loss_cls: 0.0466, s2.acc: 93.3958, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0551, loss: 1.2528 2024-04-01 16:59:28,299 - mmdet - INFO - Epoch [5][5300/7330] lr: 4.612e-06, eta: 4 days, 0:18:06, time: 1.513, data_time: 0.058, memory: 28565, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1806, s0.acc: 93.8389, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2411, s1.loss_cls: 0.0871, s1.acc: 93.9343, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1154, s2.loss_cls: 0.0432, s2.acc: 93.7977, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0541, loss: 1.1798 2024-04-01 17:00:42,183 - mmdet - INFO - Epoch [5][5350/7330] lr: 4.612e-06, eta: 4 days, 0:16:39, time: 1.478, data_time: 0.053, memory: 28565, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1928, s0.acc: 93.5833, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2359, s1.loss_cls: 0.0924, s1.acc: 93.6709, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1139, s2.loss_cls: 0.0453, s2.acc: 93.6126, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0532, loss: 1.2022 2024-04-01 17:01:57,221 - mmdet - INFO - Epoch [5][5400/7330] lr: 4.612e-06, eta: 4 days, 0:15:20, time: 1.501, data_time: 0.055, memory: 28565, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1818, s0.acc: 93.8525, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2401, s1.loss_cls: 0.0876, s1.acc: 94.0286, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1151, s2.loss_cls: 0.0431, s2.acc: 93.9166, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0538, loss: 1.1763 2024-04-01 17:03:14,204 - mmdet - INFO - Epoch [5][5450/7330] lr: 4.612e-06, eta: 4 days, 0:14:14, time: 1.540, data_time: 0.053, memory: 28565, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1959, s0.acc: 93.3994, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2443, s1.loss_cls: 0.0929, s1.acc: 93.5906, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1170, s2.loss_cls: 0.0453, s2.acc: 93.6015, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0543, loss: 1.2335 2024-04-01 17:04:33,352 - mmdet - INFO - Epoch [5][5500/7330] lr: 4.612e-06, eta: 4 days, 0:13:21, time: 1.583, data_time: 0.050, memory: 28565, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1793, s0.acc: 93.9817, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2405, s1.loss_cls: 0.0871, s1.acc: 94.0082, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1169, s2.loss_cls: 0.0434, s2.acc: 93.8759, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0547, loss: 1.1685 2024-04-01 17:05:48,738 - mmdet - INFO - Epoch [5][5550/7330] lr: 4.612e-06, eta: 4 days, 0:12:04, time: 1.507, data_time: 0.052, memory: 28565, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1870, s0.acc: 93.7092, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2536, s1.loss_cls: 0.0896, s1.acc: 93.8328, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1205, s2.loss_cls: 0.0436, s2.acc: 93.8620, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0565, loss: 1.2062 2024-04-01 17:07:03,927 - mmdet - INFO - Epoch [5][5600/7330] lr: 4.612e-06, eta: 4 days, 0:10:46, time: 1.504, data_time: 0.064, memory: 28565, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1990, s0.acc: 93.3567, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2510, s1.loss_cls: 0.0943, s1.acc: 93.6129, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1201, s2.loss_cls: 0.0466, s2.acc: 93.4524, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0559, loss: 1.2473 2024-04-01 17:08:18,392 - mmdet - INFO - Epoch [5][5650/7330] lr: 4.612e-06, eta: 4 days, 0:09:23, time: 1.489, data_time: 0.053, memory: 28565, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1948, s0.acc: 93.4534, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2489, s1.loss_cls: 0.0932, s1.acc: 93.5862, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1196, s2.loss_cls: 0.0453, s2.acc: 93.5757, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0557, loss: 1.2323 2024-04-01 17:09:33,493 - mmdet - INFO - Epoch [5][5700/7330] lr: 4.612e-06, eta: 4 days, 0:08:04, time: 1.502, data_time: 0.063, memory: 28610, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1904, s0.acc: 93.5786, s0.loss_bbox: 0.2550, s0.loss_mask: 0.2477, s1.loss_cls: 0.0906, s1.acc: 93.8406, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1195, s2.loss_cls: 0.0447, s2.acc: 93.7506, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0552, loss: 1.2260 2024-04-01 17:10:52,654 - mmdet - INFO - Epoch [5][5750/7330] lr: 4.612e-06, eta: 4 days, 0:07:11, time: 1.583, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1802, s0.acc: 93.9861, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2426, s1.loss_cls: 0.0856, s1.acc: 94.1179, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1166, s2.loss_cls: 0.0427, s2.acc: 93.9751, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0541, loss: 1.1747 2024-04-01 17:12:05,106 - mmdet - INFO - Epoch [5][5800/7330] lr: 4.612e-06, eta: 4 days, 0:05:35, time: 1.449, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1842, s0.acc: 93.8403, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2491, s1.loss_cls: 0.0877, s1.acc: 94.0133, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1204, s2.loss_cls: 0.0439, s2.acc: 93.8464, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0563, loss: 1.1996 2024-04-01 17:13:19,447 - mmdet - INFO - Epoch [5][5850/7330] lr: 4.612e-06, eta: 4 days, 0:04:11, time: 1.487, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1845, s0.acc: 93.6555, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2437, s1.loss_cls: 0.0902, s1.acc: 93.6572, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1173, s2.loss_cls: 0.0435, s2.acc: 93.7429, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0545, loss: 1.1891 2024-04-01 17:14:36,567 - mmdet - INFO - Epoch [5][5900/7330] lr: 4.612e-06, eta: 4 days, 0:03:05, time: 1.542, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1844, s0.acc: 93.8123, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2392, s1.loss_cls: 0.0886, s1.acc: 93.8954, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1144, s2.loss_cls: 0.0437, s2.acc: 93.8030, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0532, loss: 1.1739 2024-04-01 17:15:51,305 - mmdet - INFO - Epoch [5][5950/7330] lr: 4.612e-06, eta: 4 days, 0:01:44, time: 1.495, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1812, s0.acc: 93.7705, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2441, s1.loss_cls: 0.0871, s1.acc: 93.8143, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1165, s2.loss_cls: 0.0434, s2.acc: 93.7360, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0540, loss: 1.1885 2024-04-01 17:17:07,260 - mmdet - INFO - Epoch [5][6000/7330] lr: 4.612e-06, eta: 4 days, 0:00:31, time: 1.519, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2002, s0.acc: 93.3435, s0.loss_bbox: 0.2553, s0.loss_mask: 0.2481, s1.loss_cls: 0.0968, s1.acc: 93.4256, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1191, s2.loss_cls: 0.0479, s2.acc: 93.2091, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0555, loss: 1.2553 2024-04-01 17:18:24,716 - mmdet - INFO - Epoch [5][6050/7330] lr: 4.612e-06, eta: 3 days, 23:59:27, time: 1.549, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1950, s0.acc: 93.3823, s0.loss_bbox: 0.2568, s0.loss_mask: 0.2474, s1.loss_cls: 0.0928, s1.acc: 93.5377, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1183, s2.loss_cls: 0.0456, s2.acc: 93.4754, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0547, loss: 1.2357 2024-04-01 17:19:39,072 - mmdet - INFO - Epoch [5][6100/7330] lr: 4.612e-06, eta: 3 days, 23:58:03, time: 1.487, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1940, s0.acc: 93.4895, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2466, s1.loss_cls: 0.0930, s1.acc: 93.6823, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1168, s2.loss_cls: 0.0455, s2.acc: 93.6299, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0543, loss: 1.2266 2024-04-01 17:20:56,294 - mmdet - INFO - Epoch [5][6150/7330] lr: 4.612e-06, eta: 3 days, 23:56:58, time: 1.544, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1898, s0.acc: 93.6699, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2472, s1.loss_cls: 0.0899, s1.acc: 93.8256, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1204, s2.loss_cls: 0.0440, s2.acc: 93.7459, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0562, loss: 1.2206 2024-04-01 17:22:11,575 - mmdet - INFO - Epoch [5][6200/7330] lr: 4.612e-06, eta: 3 days, 23:55:40, time: 1.505, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1846, s0.acc: 93.7397, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2504, s1.loss_cls: 0.0885, s1.acc: 93.8227, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1205, s2.loss_cls: 0.0435, s2.acc: 93.7741, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0559, loss: 1.2051 2024-04-01 17:23:28,626 - mmdet - INFO - Epoch [5][6250/7330] lr: 4.612e-06, eta: 3 days, 23:54:34, time: 1.541, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1834, s0.acc: 93.8755, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2476, s1.loss_cls: 0.0865, s1.acc: 94.0930, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1190, s2.loss_cls: 0.0421, s2.acc: 94.0886, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0558, loss: 1.1875 2024-04-01 17:24:45,799 - mmdet - INFO - Epoch [5][6300/7330] lr: 4.612e-06, eta: 3 days, 23:53:28, time: 1.543, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1896, s0.acc: 93.5798, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2428, s1.loss_cls: 0.0913, s1.acc: 93.7299, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1158, s2.loss_cls: 0.0448, s2.acc: 93.7807, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0542, loss: 1.2037 2024-04-01 17:26:03,733 - mmdet - INFO - Epoch [5][6350/7330] lr: 4.612e-06, eta: 3 days, 23:52:27, time: 1.559, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1876, s0.acc: 93.7163, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2420, s1.loss_cls: 0.0903, s1.acc: 93.8135, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1182, s2.loss_cls: 0.0451, s2.acc: 93.6178, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0551, loss: 1.1988 2024-04-01 17:27:19,260 - mmdet - INFO - Epoch [5][6400/7330] lr: 4.612e-06, eta: 3 days, 23:51:11, time: 1.510, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1955, s0.acc: 93.4304, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2443, s1.loss_cls: 0.0929, s1.acc: 93.6243, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1180, s2.loss_cls: 0.0456, s2.acc: 93.5552, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0549, loss: 1.2279 2024-04-01 17:28:37,590 - mmdet - INFO - Epoch [5][6450/7330] lr: 4.612e-06, eta: 3 days, 23:50:13, time: 1.567, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1901, s0.acc: 93.6416, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2498, s1.loss_cls: 0.0913, s1.acc: 93.7354, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1221, s2.loss_cls: 0.0445, s2.acc: 93.7705, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0572, loss: 1.2145 2024-04-01 17:29:54,437 - mmdet - INFO - Epoch [5][6500/7330] lr: 4.612e-06, eta: 3 days, 23:49:05, time: 1.536, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1971, s0.acc: 93.4277, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2539, s1.loss_cls: 0.0931, s1.acc: 93.6201, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1232, s2.loss_cls: 0.0453, s2.acc: 93.8048, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0575, loss: 1.2456 2024-04-01 17:31:13,513 - mmdet - INFO - Epoch [5][6550/7330] lr: 4.612e-06, eta: 3 days, 23:48:11, time: 1.582, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1909, s0.acc: 93.5947, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2465, s1.loss_cls: 0.0913, s1.acc: 93.6817, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1173, s2.loss_cls: 0.0446, s2.acc: 93.7024, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0546, loss: 1.2187 2024-04-01 17:32:30,497 - mmdet - INFO - Epoch [5][6600/7330] lr: 4.612e-06, eta: 3 days, 23:47:04, time: 1.540, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1942, s0.acc: 93.4343, s0.loss_bbox: 0.2555, s0.loss_mask: 0.2477, s1.loss_cls: 0.0936, s1.acc: 93.5013, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1185, s2.loss_cls: 0.0457, s2.acc: 93.4891, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0551, loss: 1.2392 2024-04-01 17:33:47,263 - mmdet - INFO - Epoch [5][6650/7330] lr: 4.612e-06, eta: 3 days, 23:45:56, time: 1.535, data_time: 0.047, memory: 28610, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1803, s0.acc: 93.9131, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2389, s1.loss_cls: 0.0859, s1.acc: 94.0416, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1160, s2.loss_cls: 0.0423, s2.acc: 94.0398, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0542, loss: 1.1693 2024-04-01 17:35:05,116 - mmdet - INFO - Epoch [5][6700/7330] lr: 4.612e-06, eta: 3 days, 23:44:54, time: 1.557, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1882, s0.acc: 93.7134, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2481, s1.loss_cls: 0.0907, s1.acc: 93.7810, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1184, s2.loss_cls: 0.0443, s2.acc: 93.6255, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0553, loss: 1.2094 2024-04-01 17:36:20,728 - mmdet - INFO - Epoch [5][6750/7330] lr: 4.612e-06, eta: 3 days, 23:43:38, time: 1.512, data_time: 0.050, memory: 28610, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2008, s0.acc: 93.2617, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2522, s1.loss_cls: 0.0976, s1.acc: 93.3683, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1208, s2.loss_cls: 0.0479, s2.acc: 93.2790, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0562, loss: 1.2602 2024-04-01 17:37:36,385 - mmdet - INFO - Epoch [5][6800/7330] lr: 4.612e-06, eta: 3 days, 23:42:23, time: 1.513, data_time: 0.062, memory: 28610, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2046, s0.acc: 93.1086, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2456, s1.loss_cls: 0.0989, s1.acc: 93.1887, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1169, s2.loss_cls: 0.0485, s2.acc: 93.0849, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0543, loss: 1.2522 2024-04-01 17:38:49,375 - mmdet - INFO - Epoch [5][6850/7330] lr: 4.612e-06, eta: 3 days, 23:40:51, time: 1.460, data_time: 0.048, memory: 28610, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1883, s0.acc: 93.6404, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2424, s1.loss_cls: 0.0898, s1.acc: 93.8219, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1172, s2.loss_cls: 0.0438, s2.acc: 93.7196, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0548, loss: 1.2109 2024-04-01 17:40:03,394 - mmdet - INFO - Epoch [5][6900/7330] lr: 4.612e-06, eta: 3 days, 23:39:25, time: 1.480, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1949, s0.acc: 93.4316, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2427, s1.loss_cls: 0.0935, s1.acc: 93.5995, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1175, s2.loss_cls: 0.0464, s2.acc: 93.3725, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0549, loss: 1.2313 2024-04-01 17:41:20,384 - mmdet - INFO - Epoch [5][6950/7330] lr: 4.612e-06, eta: 3 days, 23:38:18, time: 1.540, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1807, s0.acc: 93.8857, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2390, s1.loss_cls: 0.0858, s1.acc: 94.0557, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1160, s2.loss_cls: 0.0418, s2.acc: 94.0482, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0541, loss: 1.1646 2024-04-01 17:42:32,881 - mmdet - INFO - Epoch [5][7000/7330] lr: 4.612e-06, eta: 3 days, 23:36:42, time: 1.450, data_time: 0.065, memory: 28610, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1870, s0.acc: 93.7390, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2472, s1.loss_cls: 0.0893, s1.acc: 93.9244, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1191, s2.loss_cls: 0.0442, s2.acc: 93.8221, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0555, loss: 1.2090 2024-04-01 17:43:47,605 - mmdet - INFO - Epoch [5][7050/7330] lr: 4.612e-06, eta: 3 days, 23:35:21, time: 1.494, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1850, s0.acc: 93.6689, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2436, s1.loss_cls: 0.0895, s1.acc: 93.7473, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1176, s2.loss_cls: 0.0442, s2.acc: 93.7370, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0547, loss: 1.2010 2024-04-01 17:45:05,087 - mmdet - INFO - Epoch [5][7100/7330] lr: 4.612e-06, eta: 3 days, 23:34:17, time: 1.550, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1924, s0.acc: 93.5076, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2468, s1.loss_cls: 0.0922, s1.acc: 93.6361, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1182, s2.loss_cls: 0.0453, s2.acc: 93.5189, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0545, loss: 1.2308 2024-04-01 17:46:19,151 - mmdet - INFO - Epoch [5][7150/7330] lr: 4.612e-06, eta: 3 days, 23:32:52, time: 1.481, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1803, s0.acc: 93.8496, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2427, s1.loss_cls: 0.0863, s1.acc: 93.9232, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1167, s2.loss_cls: 0.0430, s2.acc: 93.7411, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0544, loss: 1.1756 2024-04-01 17:47:39,385 - mmdet - INFO - Epoch [5][7200/7330] lr: 4.612e-06, eta: 3 days, 23:32:05, time: 1.605, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1871, s0.acc: 93.6670, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2460, s1.loss_cls: 0.0902, s1.acc: 93.7786, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1184, s2.loss_cls: 0.0444, s2.acc: 93.6455, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0548, loss: 1.2047 2024-04-01 17:48:56,174 - mmdet - INFO - Epoch [5][7250/7330] lr: 4.612e-06, eta: 3 days, 23:30:56, time: 1.536, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1894, s0.acc: 93.5374, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2430, s1.loss_cls: 0.0920, s1.acc: 93.5474, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1167, s2.loss_cls: 0.0458, s2.acc: 93.5313, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0548, loss: 1.2033 2024-04-01 17:50:11,094 - mmdet - INFO - Epoch [5][7300/7330] lr: 4.612e-06, eta: 3 days, 23:29:36, time: 1.498, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1975, s0.acc: 93.3777, s0.loss_bbox: 0.2574, s0.loss_mask: 0.2526, s1.loss_cls: 0.0946, s1.acc: 93.5129, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1213, s2.loss_cls: 0.0468, s2.acc: 93.5274, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0566, loss: 1.2501 2024-04-01 17:50:57,105 - mmdet - INFO - Saving checkpoint at 5 epochs 2024-04-01 17:59:18,399 - mmdet - INFO - Evaluating bbox... 2024-04-01 18:00:08,822 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.460 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.646 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.500 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 ] = 0.502 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 ] = 0.610 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.610 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.610 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.420 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.659 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.758 2024-04-01 18:00:08,823 - mmdet - INFO - Evaluating segm... 2024-04-01 18:01:01,459 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.403 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.620 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.436 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.199 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.440 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.578 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 ] = 0.337 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 ] = 0.691 2024-04-01 18:01:02,193 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-01 18:01:02,197 - mmdet - INFO - Epoch(val) [5][1250] bbox_mAP: 0.4600, bbox_mAP_50: 0.6460, bbox_mAP_75: 0.5000, bbox_mAP_s: 0.2890, bbox_mAP_m: 0.5020, bbox_mAP_l: 0.5950, bbox_mAP_copypaste: 0.460 0.646 0.500 0.289 0.502 0.595, segm_mAP: 0.4030, segm_mAP_50: 0.6200, segm_mAP_75: 0.4360, segm_mAP_s: 0.1990, segm_mAP_m: 0.4400, segm_mAP_l: 0.5780, segm_mAP_copypaste: 0.403 0.620 0.436 0.199 0.440 0.578 2024-04-01 18:02:19,774 - mmdet - INFO - Epoch [6][50/7330] lr: 4.612e-06, eta: 3 days, 23:23:06, time: 1.551, data_time: 0.113, memory: 28610, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1877, s0.acc: 93.6331, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2454, s1.loss_cls: 0.0878, s1.acc: 93.8170, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1176, s2.loss_cls: 0.0431, s2.acc: 93.8193, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0550, loss: 1.2127 2024-04-01 18:03:34,779 - mmdet - INFO - Epoch [6][100/7330] lr: 4.612e-06, eta: 3 days, 23:21:47, time: 1.500, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1773, s0.acc: 93.9253, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2421, s1.loss_cls: 0.0856, s1.acc: 94.0817, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1168, s2.loss_cls: 0.0423, s2.acc: 93.9284, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0542, loss: 1.1824 2024-04-01 18:04:52,514 - mmdet - INFO - Epoch [6][150/7330] lr: 4.612e-06, eta: 3 days, 23:20:45, time: 1.555, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1833, s0.acc: 93.8335, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2417, s1.loss_cls: 0.0871, s1.acc: 94.0186, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1173, s2.loss_cls: 0.0425, s2.acc: 93.9956, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0547, loss: 1.1848 2024-04-01 18:06:08,414 - mmdet - INFO - Epoch [6][200/7330] lr: 4.612e-06, eta: 3 days, 23:19:31, time: 1.518, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1853, s0.acc: 93.6877, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2452, s1.loss_cls: 0.0878, s1.acc: 93.8922, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1176, s2.loss_cls: 0.0427, s2.acc: 93.9186, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0545, loss: 1.2071 2024-04-01 18:07:21,809 - mmdet - INFO - Epoch [6][250/7330] lr: 4.612e-06, eta: 3 days, 23:18:02, time: 1.468, data_time: 0.063, memory: 28610, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1795, s0.acc: 93.9287, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2423, s1.loss_cls: 0.0855, s1.acc: 94.1700, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1171, s2.loss_cls: 0.0422, s2.acc: 94.0744, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0548, loss: 1.1724 2024-04-01 18:08:38,089 - mmdet - INFO - Epoch [6][300/7330] lr: 4.612e-06, eta: 3 days, 23:16:51, time: 1.526, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1895, s0.acc: 93.6519, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2444, s1.loss_cls: 0.0903, s1.acc: 93.7457, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1188, s2.loss_cls: 0.0448, s2.acc: 93.5521, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0559, loss: 1.2075 2024-04-01 18:09:52,395 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-01 18:09:52,396 - mmdet - INFO - Epoch [6][350/7330] lr: 4.612e-06, eta: 3 days, 23:15:27, time: 1.486, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1868, s0.acc: 93.7058, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2473, s1.loss_cls: 0.0879, s1.acc: 93.9573, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1194, s2.loss_cls: 0.0432, s2.acc: 93.8615, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0558, loss: 1.2195 2024-04-01 18:11:11,540 - mmdet - INFO - Epoch [6][400/7330] lr: 4.612e-06, eta: 3 days, 23:14:34, time: 1.583, data_time: 0.048, memory: 28610, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1827, s0.acc: 93.8115, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2384, s1.loss_cls: 0.0881, s1.acc: 93.9039, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1160, s2.loss_cls: 0.0436, s2.acc: 93.7717, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0542, loss: 1.1861 2024-04-01 18:12:27,003 - mmdet - INFO - Epoch [6][450/7330] lr: 4.612e-06, eta: 3 days, 23:13:17, time: 1.509, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1859, s0.acc: 93.7683, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2397, s1.loss_cls: 0.0884, s1.acc: 93.8717, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1160, s2.loss_cls: 0.0429, s2.acc: 93.8345, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0539, loss: 1.1976 2024-04-01 18:13:44,670 - mmdet - INFO - Epoch [6][500/7330] lr: 4.612e-06, eta: 3 days, 23:12:15, time: 1.553, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1869, s0.acc: 93.8010, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2420, s1.loss_cls: 0.0876, s1.acc: 94.1083, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1168, s2.loss_cls: 0.0430, s2.acc: 93.9946, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0546, loss: 1.1837 2024-04-01 18:14:58,170 - mmdet - INFO - Epoch [6][550/7330] lr: 4.612e-06, eta: 3 days, 23:10:46, time: 1.470, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1856, s0.acc: 93.8274, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2428, s1.loss_cls: 0.0875, s1.acc: 94.0133, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1170, s2.loss_cls: 0.0423, s2.acc: 93.9956, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0543, loss: 1.1910 2024-04-01 18:16:11,809 - mmdet - INFO - Epoch [6][600/7330] lr: 4.612e-06, eta: 3 days, 23:09:19, time: 1.473, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1826, s0.acc: 93.8000, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2379, s1.loss_cls: 0.0866, s1.acc: 93.9262, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1149, s2.loss_cls: 0.0426, s2.acc: 93.8854, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0532, loss: 1.1816 2024-04-01 18:17:28,901 - mmdet - INFO - Epoch [6][650/7330] lr: 4.612e-06, eta: 3 days, 23:08:12, time: 1.542, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1899, s0.acc: 93.5325, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2434, s1.loss_cls: 0.0918, s1.acc: 93.6166, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1178, s2.loss_cls: 0.0458, s2.acc: 93.4942, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0552, loss: 1.2155 2024-04-01 18:18:45,549 - mmdet - INFO - Epoch [6][700/7330] lr: 4.612e-06, eta: 3 days, 23:07:03, time: 1.533, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1860, s0.acc: 93.6555, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2472, s1.loss_cls: 0.0899, s1.acc: 93.7565, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1197, s2.loss_cls: 0.0438, s2.acc: 93.7559, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0555, loss: 1.2159 2024-04-01 18:19:58,963 - mmdet - INFO - Epoch [6][750/7330] lr: 4.612e-06, eta: 3 days, 23:05:35, time: 1.468, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1832, s0.acc: 93.7830, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2462, s1.loss_cls: 0.0879, s1.acc: 93.8282, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1194, s2.loss_cls: 0.0437, s2.acc: 93.5899, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0565, loss: 1.1999 2024-04-01 18:21:12,379 - mmdet - INFO - Epoch [6][800/7330] lr: 4.612e-06, eta: 3 days, 23:04:06, time: 1.468, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1864, s0.acc: 93.6458, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2498, s1.loss_cls: 0.0899, s1.acc: 93.6893, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1213, s2.loss_cls: 0.0444, s2.acc: 93.6782, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0569, loss: 1.2155 2024-04-01 18:22:28,285 - mmdet - INFO - Epoch [6][850/7330] lr: 4.612e-06, eta: 3 days, 23:02:52, time: 1.518, data_time: 0.062, memory: 28610, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1864, s0.acc: 93.6382, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2512, s1.loss_cls: 0.0884, s1.acc: 93.8474, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1218, s2.loss_cls: 0.0432, s2.acc: 93.7965, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0567, loss: 1.2157 2024-04-01 18:23:44,416 - mmdet - INFO - Epoch [6][900/7330] lr: 4.612e-06, eta: 3 days, 23:01:40, time: 1.523, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1838, s0.acc: 93.6987, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2474, s1.loss_cls: 0.0875, s1.acc: 93.8212, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1188, s2.loss_cls: 0.0429, s2.acc: 93.7827, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0556, loss: 1.2110 2024-04-01 18:24:57,922 - mmdet - INFO - Epoch [6][950/7330] lr: 4.612e-06, eta: 3 days, 23:00:12, time: 1.470, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1927, s0.acc: 93.5232, s0.loss_bbox: 0.2534, s0.loss_mask: 0.2468, s1.loss_cls: 0.0921, s1.acc: 93.6041, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1189, s2.loss_cls: 0.0451, s2.acc: 93.5458, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0551, loss: 1.2305 2024-04-01 18:26:13,359 - mmdet - INFO - Epoch [6][1000/7330] lr: 4.612e-06, eta: 3 days, 22:58:56, time: 1.509, data_time: 0.060, memory: 28610, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1975, s0.acc: 93.2334, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2468, s1.loss_cls: 0.0953, s1.acc: 93.3497, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1187, s2.loss_cls: 0.0464, s2.acc: 93.3364, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0552, loss: 1.2416 2024-04-01 18:27:33,436 - mmdet - INFO - Epoch [6][1050/7330] lr: 4.612e-06, eta: 3 days, 22:58:07, time: 1.601, data_time: 0.072, memory: 28610, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1940, s0.acc: 93.3718, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2432, s1.loss_cls: 0.0936, s1.acc: 93.4563, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1175, s2.loss_cls: 0.0465, s2.acc: 93.2971, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0551, loss: 1.2311 2024-04-01 18:28:48,775 - mmdet - INFO - Epoch [6][1100/7330] lr: 4.612e-06, eta: 3 days, 22:56:50, time: 1.507, data_time: 0.063, memory: 28610, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1809, s0.acc: 93.8208, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2409, s1.loss_cls: 0.0867, s1.acc: 94.0104, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1165, s2.loss_cls: 0.0430, s2.acc: 93.9787, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0543, loss: 1.1845 2024-04-01 18:30:06,707 - mmdet - INFO - Epoch [6][1150/7330] lr: 4.612e-06, eta: 3 days, 22:55:49, time: 1.559, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1856, s0.acc: 93.7598, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2401, s1.loss_cls: 0.0889, s1.acc: 93.8782, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1164, s2.loss_cls: 0.0438, s2.acc: 93.7421, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0541, loss: 1.1911 2024-04-01 18:31:24,455 - mmdet - INFO - Epoch [6][1200/7330] lr: 4.612e-06, eta: 3 days, 22:54:46, time: 1.555, data_time: 0.059, memory: 28610, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1826, s0.acc: 93.8984, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2414, s1.loss_cls: 0.0871, s1.acc: 94.0424, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1168, s2.loss_cls: 0.0434, s2.acc: 93.8371, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0539, loss: 1.1767 2024-04-01 18:32:41,709 - mmdet - INFO - Epoch [6][1250/7330] lr: 4.612e-06, eta: 3 days, 22:53:40, time: 1.545, data_time: 0.060, memory: 28610, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1916, s0.acc: 93.5110, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2436, s1.loss_cls: 0.0933, s1.acc: 93.5203, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1175, s2.loss_cls: 0.0456, s2.acc: 93.4333, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0549, loss: 1.2270 2024-04-01 18:33:57,192 - mmdet - INFO - Epoch [6][1300/7330] lr: 4.612e-06, eta: 3 days, 22:52:24, time: 1.510, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1716, s0.acc: 94.1094, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2356, s1.loss_cls: 0.0831, s1.acc: 94.1800, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1123, s2.loss_cls: 0.0411, s2.acc: 94.0856, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0527, loss: 1.1312 2024-04-01 18:35:11,284 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-01 18:35:11,284 - mmdet - INFO - Epoch [6][1350/7330] lr: 4.612e-06, eta: 3 days, 22:51:00, time: 1.482, data_time: 0.062, memory: 28610, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1825, s0.acc: 93.7803, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2368, s1.loss_cls: 0.0874, s1.acc: 93.9345, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1139, s2.loss_cls: 0.0431, s2.acc: 93.8203, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0534, loss: 1.1739 2024-04-01 18:36:29,601 - mmdet - INFO - Epoch [6][1400/7330] lr: 4.612e-06, eta: 3 days, 22:50:00, time: 1.566, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1832, s0.acc: 93.8052, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2495, s1.loss_cls: 0.0888, s1.acc: 93.8807, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1184, s2.loss_cls: 0.0437, s2.acc: 93.7374, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0548, loss: 1.2045 2024-04-01 18:37:43,476 - mmdet - INFO - Epoch [6][1450/7330] lr: 4.612e-06, eta: 3 days, 22:48:34, time: 1.477, data_time: 0.063, memory: 28610, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1856, s0.acc: 93.9043, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2396, s1.loss_cls: 0.0879, s1.acc: 94.0672, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1171, s2.loss_cls: 0.0433, s2.acc: 94.0261, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0550, loss: 1.1899 2024-04-01 18:38:57,729 - mmdet - INFO - Epoch [6][1500/7330] lr: 4.612e-06, eta: 3 days, 22:47:11, time: 1.486, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1768, s0.acc: 94.0596, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2350, s1.loss_cls: 0.0832, s1.acc: 94.2690, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1146, s2.loss_cls: 0.0408, s2.acc: 94.2532, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0536, loss: 1.1535 2024-04-01 18:40:10,635 - mmdet - INFO - Epoch [6][1550/7330] lr: 4.612e-06, eta: 3 days, 22:45:40, time: 1.458, data_time: 0.050, memory: 28610, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1767, s0.acc: 93.9683, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2470, s1.loss_cls: 0.0845, s1.acc: 94.1101, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1181, s2.loss_cls: 0.0416, s2.acc: 94.0424, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0552, loss: 1.1830 2024-04-01 18:41:28,044 - mmdet - INFO - Epoch [6][1600/7330] lr: 4.612e-06, eta: 3 days, 22:44:35, time: 1.548, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1715, s0.acc: 94.1492, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2366, s1.loss_cls: 0.0824, s1.acc: 94.2521, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1142, s2.loss_cls: 0.0406, s2.acc: 94.2156, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0532, loss: 1.1443 2024-04-01 18:42:42,043 - mmdet - INFO - Epoch [6][1650/7330] lr: 4.612e-06, eta: 3 days, 22:43:10, time: 1.480, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1701, s0.acc: 94.2092, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2327, s1.loss_cls: 0.0826, s1.acc: 94.2149, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1132, s2.loss_cls: 0.0402, s2.acc: 94.3025, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0535, loss: 1.1252 2024-04-01 18:43:56,941 - mmdet - INFO - Epoch [6][1700/7330] lr: 4.612e-06, eta: 3 days, 22:41:50, time: 1.498, data_time: 0.059, memory: 28610, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1758, s0.acc: 93.9094, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2384, s1.loss_cls: 0.0843, s1.acc: 94.0635, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1141, s2.loss_cls: 0.0417, s2.acc: 93.9384, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0535, loss: 1.1709 2024-04-01 18:45:12,871 - mmdet - INFO - Epoch [6][1750/7330] lr: 4.612e-06, eta: 3 days, 22:40:37, time: 1.519, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1776, s0.acc: 93.9695, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2409, s1.loss_cls: 0.0850, s1.acc: 94.0916, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1162, s2.loss_cls: 0.0420, s2.acc: 93.9032, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0540, loss: 1.1665 2024-04-01 18:46:27,285 - mmdet - INFO - Epoch [6][1800/7330] lr: 4.612e-06, eta: 3 days, 22:39:14, time: 1.488, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1900, s0.acc: 93.6125, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2461, s1.loss_cls: 0.0916, s1.acc: 93.7460, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1182, s2.loss_cls: 0.0450, s2.acc: 93.7052, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0551, loss: 1.2176 2024-04-01 18:47:43,927 - mmdet - INFO - Epoch [6][1850/7330] lr: 4.612e-06, eta: 3 days, 22:38:05, time: 1.532, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1760, s0.acc: 94.1155, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2415, s1.loss_cls: 0.0836, s1.acc: 94.1747, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1172, s2.loss_cls: 0.0417, s2.acc: 94.0348, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0549, loss: 1.1630 2024-04-01 18:48:59,348 - mmdet - INFO - Epoch [6][1900/7330] lr: 4.612e-06, eta: 3 days, 22:36:49, time: 1.509, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1937, s0.acc: 93.5664, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2459, s1.loss_cls: 0.0914, s1.acc: 93.7586, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1183, s2.loss_cls: 0.0458, s2.acc: 93.6109, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0550, loss: 1.2174 2024-04-01 18:50:15,433 - mmdet - INFO - Epoch [6][1950/7330] lr: 4.612e-06, eta: 3 days, 22:35:36, time: 1.521, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1919, s0.acc: 93.7141, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2411, s1.loss_cls: 0.0915, s1.acc: 93.8406, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1183, s2.loss_cls: 0.0452, s2.acc: 93.7558, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0556, loss: 1.2267 2024-04-01 18:51:28,139 - mmdet - INFO - Epoch [6][2000/7330] lr: 4.612e-06, eta: 3 days, 22:34:04, time: 1.454, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1774, s0.acc: 94.0623, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2441, s1.loss_cls: 0.0848, s1.acc: 94.2349, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1190, s2.loss_cls: 0.0420, s2.acc: 94.1682, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0559, loss: 1.1745 2024-04-01 18:52:44,408 - mmdet - INFO - Epoch [6][2050/7330] lr: 4.612e-06, eta: 3 days, 22:32:52, time: 1.525, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1851, s0.acc: 93.6155, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2472, s1.loss_cls: 0.0891, s1.acc: 93.7035, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1199, s2.loss_cls: 0.0442, s2.acc: 93.6475, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0561, loss: 1.2121 2024-04-01 18:53:58,659 - mmdet - INFO - Epoch [6][2100/7330] lr: 4.612e-06, eta: 3 days, 22:31:29, time: 1.485, data_time: 0.059, memory: 28610, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1847, s0.acc: 93.7349, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2446, s1.loss_cls: 0.0883, s1.acc: 93.8789, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1181, s2.loss_cls: 0.0438, s2.acc: 93.7442, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0552, loss: 1.2059 2024-04-01 18:55:14,220 - mmdet - INFO - Epoch [6][2150/7330] lr: 4.612e-06, eta: 3 days, 22:30:13, time: 1.511, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1849, s0.acc: 93.8364, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2461, s1.loss_cls: 0.0882, s1.acc: 94.0011, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1189, s2.loss_cls: 0.0438, s2.acc: 93.9073, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0557, loss: 1.2020 2024-04-01 18:56:29,796 - mmdet - INFO - Epoch [6][2200/7330] lr: 4.612e-06, eta: 3 days, 22:28:58, time: 1.512, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1850, s0.acc: 93.8025, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2470, s1.loss_cls: 0.0896, s1.acc: 93.9173, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1194, s2.loss_cls: 0.0441, s2.acc: 93.8120, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0555, loss: 1.1992 2024-04-01 18:57:46,572 - mmdet - INFO - Epoch [6][2250/7330] lr: 4.612e-06, eta: 3 days, 22:27:49, time: 1.536, data_time: 0.061, memory: 28610, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1889, s0.acc: 93.5347, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2418, s1.loss_cls: 0.0908, s1.acc: 93.6438, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1175, s2.loss_cls: 0.0446, s2.acc: 93.5612, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0546, loss: 1.2158 2024-04-01 18:59:03,271 - mmdet - INFO - Epoch [6][2300/7330] lr: 4.612e-06, eta: 3 days, 22:26:40, time: 1.534, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1814, s0.acc: 93.8545, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2380, s1.loss_cls: 0.0866, s1.acc: 93.9612, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1158, s2.loss_cls: 0.0428, s2.acc: 93.8951, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0544, loss: 1.1718 2024-04-01 19:00:18,731 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-01 19:00:18,732 - mmdet - INFO - Epoch [6][2350/7330] lr: 4.612e-06, eta: 3 days, 22:25:23, time: 1.509, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1906, s0.acc: 93.5251, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2460, s1.loss_cls: 0.0912, s1.acc: 93.7407, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1189, s2.loss_cls: 0.0452, s2.acc: 93.6515, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0555, loss: 1.2116 2024-04-01 19:01:35,933 - mmdet - INFO - Epoch [6][2400/7330] lr: 4.612e-06, eta: 3 days, 22:24:17, time: 1.544, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1804, s0.acc: 93.9922, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2385, s1.loss_cls: 0.0873, s1.acc: 94.0881, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1155, s2.loss_cls: 0.0433, s2.acc: 93.9364, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0537, loss: 1.1624 2024-04-01 19:02:53,523 - mmdet - INFO - Epoch [6][2450/7330] lr: 4.612e-06, eta: 3 days, 22:23:13, time: 1.552, data_time: 0.050, memory: 28610, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1887, s0.acc: 93.6162, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2409, s1.loss_cls: 0.0903, s1.acc: 93.7423, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1176, s2.loss_cls: 0.0446, s2.acc: 93.6817, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0552, loss: 1.2102 2024-04-01 19:04:06,963 - mmdet - INFO - Epoch [6][2500/7330] lr: 4.612e-06, eta: 3 days, 22:21:45, time: 1.468, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1861, s0.acc: 93.7854, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2432, s1.loss_cls: 0.0884, s1.acc: 93.8232, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1174, s2.loss_cls: 0.0445, s2.acc: 93.6251, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0550, loss: 1.1991 2024-04-01 19:05:23,416 - mmdet - INFO - Epoch [6][2550/7330] lr: 4.612e-06, eta: 3 days, 22:20:35, time: 1.530, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1801, s0.acc: 93.9250, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2442, s1.loss_cls: 0.0863, s1.acc: 94.0617, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1188, s2.loss_cls: 0.0426, s2.acc: 93.9870, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0553, loss: 1.1798 2024-04-01 19:06:40,144 - mmdet - INFO - Epoch [6][2600/7330] lr: 4.612e-06, eta: 3 days, 22:19:26, time: 1.535, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1844, s0.acc: 93.7544, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2483, s1.loss_cls: 0.0881, s1.acc: 93.8920, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1207, s2.loss_cls: 0.0432, s2.acc: 93.8330, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0560, loss: 1.2081 2024-04-01 19:07:55,234 - mmdet - INFO - Epoch [6][2650/7330] lr: 4.612e-06, eta: 3 days, 22:18:07, time: 1.502, data_time: 0.050, memory: 28610, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1899, s0.acc: 93.6462, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2457, s1.loss_cls: 0.0910, s1.acc: 93.7821, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1197, s2.loss_cls: 0.0450, s2.acc: 93.6796, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0553, loss: 1.2197 2024-04-01 19:09:11,712 - mmdet - INFO - Epoch [6][2700/7330] lr: 4.612e-06, eta: 3 days, 22:16:57, time: 1.529, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1877, s0.acc: 93.6411, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2452, s1.loss_cls: 0.0884, s1.acc: 93.8855, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1184, s2.loss_cls: 0.0435, s2.acc: 93.7925, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0550, loss: 1.1988 2024-04-01 19:10:25,407 - mmdet - INFO - Epoch [6][2750/7330] lr: 4.612e-06, eta: 3 days, 22:15:30, time: 1.474, data_time: 0.059, memory: 28610, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1931, s0.acc: 93.5884, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2439, s1.loss_cls: 0.0925, s1.acc: 93.7099, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1188, s2.loss_cls: 0.0455, s2.acc: 93.5601, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0555, loss: 1.2190 2024-04-01 19:11:40,455 - mmdet - INFO - Epoch [6][2800/7330] lr: 4.612e-06, eta: 3 days, 22:14:12, time: 1.501, data_time: 0.049, memory: 28610, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1792, s0.acc: 94.0330, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2419, s1.loss_cls: 0.0848, s1.acc: 94.1576, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1173, s2.loss_cls: 0.0415, s2.acc: 94.0908, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0550, loss: 1.1711 2024-04-01 19:12:57,344 - mmdet - INFO - Epoch [6][2850/7330] lr: 4.612e-06, eta: 3 days, 22:13:04, time: 1.538, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1856, s0.acc: 93.6826, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2484, s1.loss_cls: 0.0865, s1.acc: 93.9063, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1207, s2.loss_cls: 0.0430, s2.acc: 93.8587, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0558, loss: 1.2128 2024-04-01 19:14:11,682 - mmdet - INFO - Epoch [6][2900/7330] lr: 4.612e-06, eta: 3 days, 22:11:41, time: 1.487, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1729, s0.acc: 94.1594, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2363, s1.loss_cls: 0.0827, s1.acc: 94.2986, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1136, s2.loss_cls: 0.0405, s2.acc: 94.2830, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0530, loss: 1.1303 2024-04-01 19:15:28,677 - mmdet - INFO - Epoch [6][2950/7330] lr: 4.612e-06, eta: 3 days, 22:10:33, time: 1.540, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1882, s0.acc: 93.6531, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2409, s1.loss_cls: 0.0894, s1.acc: 93.8279, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1164, s2.loss_cls: 0.0436, s2.acc: 93.9127, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0544, loss: 1.2072 2024-04-01 19:16:46,840 - mmdet - INFO - Epoch [6][3000/7330] lr: 4.612e-06, eta: 3 days, 22:09:32, time: 1.563, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1749, s0.acc: 94.0605, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2385, s1.loss_cls: 0.0840, s1.acc: 94.1560, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1167, s2.loss_cls: 0.0414, s2.acc: 94.0671, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0543, loss: 1.1523 2024-04-01 19:18:05,556 - mmdet - INFO - Epoch [6][3050/7330] lr: 4.612e-06, eta: 3 days, 22:08:35, time: 1.574, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1853, s0.acc: 93.7815, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2514, s1.loss_cls: 0.0887, s1.acc: 94.0122, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1205, s2.loss_cls: 0.0431, s2.acc: 93.8852, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0557, loss: 1.2002 2024-04-01 19:19:20,802 - mmdet - INFO - Epoch [6][3100/7330] lr: 4.612e-06, eta: 3 days, 22:07:17, time: 1.505, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1826, s0.acc: 93.8572, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2453, s1.loss_cls: 0.0880, s1.acc: 93.9739, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1194, s2.loss_cls: 0.0434, s2.acc: 93.8203, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0559, loss: 1.1925 2024-04-01 19:20:34,930 - mmdet - INFO - Epoch [6][3150/7330] lr: 4.612e-06, eta: 3 days, 22:05:53, time: 1.483, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1741, s0.acc: 94.1279, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2407, s1.loss_cls: 0.0834, s1.acc: 94.2340, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1168, s2.loss_cls: 0.0417, s2.acc: 94.1499, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0548, loss: 1.1617 2024-04-01 19:21:48,850 - mmdet - INFO - Epoch [6][3200/7330] lr: 4.612e-06, eta: 3 days, 22:04:28, time: 1.478, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1776, s0.acc: 93.8464, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2416, s1.loss_cls: 0.0853, s1.acc: 94.0104, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1166, s2.loss_cls: 0.0425, s2.acc: 93.8131, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0544, loss: 1.1804 2024-04-01 19:23:03,488 - mmdet - INFO - Epoch [6][3250/7330] lr: 4.612e-06, eta: 3 days, 22:03:07, time: 1.493, data_time: 0.048, memory: 28610, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1787, s0.acc: 93.8892, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2335, s1.loss_cls: 0.0860, s1.acc: 93.9534, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1132, s2.loss_cls: 0.0427, s2.acc: 93.7720, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0529, loss: 1.1651 2024-04-01 19:24:19,784 - mmdet - INFO - Epoch [6][3300/7330] lr: 4.612e-06, eta: 3 days, 22:01:56, time: 1.526, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1767, s0.acc: 93.7544, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2440, s1.loss_cls: 0.0844, s1.acc: 93.8559, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1181, s2.loss_cls: 0.0419, s2.acc: 93.8254, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0556, loss: 1.1827 2024-04-01 19:25:34,988 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-01 19:25:34,989 - mmdet - INFO - Epoch [6][3350/7330] lr: 4.612e-06, eta: 3 days, 22:00:38, time: 1.504, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1861, s0.acc: 93.6838, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2441, s1.loss_cls: 0.0886, s1.acc: 93.8195, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1174, s2.loss_cls: 0.0440, s2.acc: 93.7060, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0546, loss: 1.1995 2024-04-01 19:26:54,405 - mmdet - INFO - Epoch [6][3400/7330] lr: 4.612e-06, eta: 3 days, 21:59:44, time: 1.588, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1696, s0.acc: 94.2122, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2400, s1.loss_cls: 0.0818, s1.acc: 94.3310, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1155, s2.loss_cls: 0.0408, s2.acc: 94.2493, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0539, loss: 1.1428 2024-04-01 19:28:12,486 - mmdet - INFO - Epoch [6][3450/7330] lr: 4.612e-06, eta: 3 days, 21:58:42, time: 1.562, data_time: 0.049, memory: 28610, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1721, s0.acc: 94.0496, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2426, s1.loss_cls: 0.0840, s1.acc: 94.1383, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1162, s2.loss_cls: 0.0414, s2.acc: 94.0226, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0543, loss: 1.1575 2024-04-01 19:29:29,220 - mmdet - INFO - Epoch [6][3500/7330] lr: 4.612e-06, eta: 3 days, 21:57:33, time: 1.535, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1734, s0.acc: 94.0093, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2408, s1.loss_cls: 0.0836, s1.acc: 93.9622, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1164, s2.loss_cls: 0.0418, s2.acc: 93.7952, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0546, loss: 1.1611 2024-04-01 19:30:44,125 - mmdet - INFO - Epoch [6][3550/7330] lr: 4.612e-06, eta: 3 days, 21:56:13, time: 1.498, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1855, s0.acc: 93.8210, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2466, s1.loss_cls: 0.0886, s1.acc: 93.9322, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1187, s2.loss_cls: 0.0432, s2.acc: 93.9014, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0553, loss: 1.1928 2024-04-01 19:32:01,733 - mmdet - INFO - Epoch [6][3600/7330] lr: 4.612e-06, eta: 3 days, 21:55:09, time: 1.552, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1841, s0.acc: 93.7253, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2405, s1.loss_cls: 0.0880, s1.acc: 93.8217, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1166, s2.loss_cls: 0.0440, s2.acc: 93.6419, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0545, loss: 1.1982 2024-04-01 19:33:20,897 - mmdet - INFO - Epoch [6][3650/7330] lr: 4.612e-06, eta: 3 days, 21:54:13, time: 1.583, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1905, s0.acc: 93.5312, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2398, s1.loss_cls: 0.0909, s1.acc: 93.6646, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1160, s2.loss_cls: 0.0444, s2.acc: 93.6529, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0542, loss: 1.2099 2024-04-01 19:34:36,069 - mmdet - INFO - Epoch [6][3700/7330] lr: 4.612e-06, eta: 3 days, 21:52:55, time: 1.503, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1813, s0.acc: 93.9653, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2406, s1.loss_cls: 0.0861, s1.acc: 94.0489, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1157, s2.loss_cls: 0.0419, s2.acc: 94.0988, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0540, loss: 1.1631 2024-04-01 19:35:52,458 - mmdet - INFO - Epoch [6][3750/7330] lr: 4.612e-06, eta: 3 days, 21:51:44, time: 1.528, data_time: 0.049, memory: 28610, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1802, s0.acc: 93.9368, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2420, s1.loss_cls: 0.0855, s1.acc: 94.0875, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1179, s2.loss_cls: 0.0418, s2.acc: 94.0759, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0549, loss: 1.1737 2024-04-01 19:37:07,529 - mmdet - INFO - Epoch [6][3800/7330] lr: 4.612e-06, eta: 3 days, 21:50:26, time: 1.501, data_time: 0.060, memory: 28610, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1853, s0.acc: 93.7812, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2384, s1.loss_cls: 0.0880, s1.acc: 93.9018, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1147, s2.loss_cls: 0.0431, s2.acc: 93.8407, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0534, loss: 1.1836 2024-04-01 19:38:26,457 - mmdet - INFO - Epoch [6][3850/7330] lr: 4.612e-06, eta: 3 days, 21:49:28, time: 1.579, data_time: 0.048, memory: 28610, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1846, s0.acc: 93.9158, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2408, s1.loss_cls: 0.0878, s1.acc: 94.0108, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1147, s2.loss_cls: 0.0431, s2.acc: 93.8861, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0532, loss: 1.1768 2024-04-01 19:39:43,819 - mmdet - INFO - Epoch [6][3900/7330] lr: 4.612e-06, eta: 3 days, 21:48:22, time: 1.547, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1939, s0.acc: 93.4756, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2427, s1.loss_cls: 0.0915, s1.acc: 93.6949, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1171, s2.loss_cls: 0.0455, s2.acc: 93.5126, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0545, loss: 1.2266 2024-04-01 19:40:57,906 - mmdet - INFO - Epoch [6][3950/7330] lr: 4.612e-06, eta: 3 days, 21:46:58, time: 1.482, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1766, s0.acc: 93.8958, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2394, s1.loss_cls: 0.0836, s1.acc: 93.9930, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1153, s2.loss_cls: 0.0411, s2.acc: 93.9037, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0539, loss: 1.1626 2024-04-01 19:42:10,832 - mmdet - INFO - Epoch [6][4000/7330] lr: 4.612e-06, eta: 3 days, 21:45:28, time: 1.459, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1826, s0.acc: 93.7727, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2386, s1.loss_cls: 0.0865, s1.acc: 93.9700, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1165, s2.loss_cls: 0.0427, s2.acc: 93.8935, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1746 2024-04-01 19:43:28,255 - mmdet - INFO - Epoch [6][4050/7330] lr: 4.612e-06, eta: 3 days, 21:44:22, time: 1.548, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1858, s0.acc: 93.7737, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2439, s1.loss_cls: 0.0882, s1.acc: 93.9498, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1178, s2.loss_cls: 0.0429, s2.acc: 93.9634, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0555, loss: 1.1838 2024-04-01 19:44:46,219 - mmdet - INFO - Epoch [6][4100/7330] lr: 4.612e-06, eta: 3 days, 21:43:20, time: 1.559, data_time: 0.060, memory: 28610, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1901, s0.acc: 93.5876, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2455, s1.loss_cls: 0.0894, s1.acc: 93.8388, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1197, s2.loss_cls: 0.0437, s2.acc: 93.8072, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0560, loss: 1.2161 2024-04-01 19:46:02,889 - mmdet - INFO - Epoch [6][4150/7330] lr: 4.612e-06, eta: 3 days, 21:42:10, time: 1.533, data_time: 0.059, memory: 28610, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1910, s0.acc: 93.4988, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2465, s1.loss_cls: 0.0923, s1.acc: 93.5792, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1193, s2.loss_cls: 0.0453, s2.acc: 93.5448, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0560, loss: 1.2182 2024-04-01 19:47:16,778 - mmdet - INFO - Epoch [6][4200/7330] lr: 4.612e-06, eta: 3 days, 21:40:45, time: 1.478, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1864, s0.acc: 93.6812, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2384, s1.loss_cls: 0.0883, s1.acc: 93.8557, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1157, s2.loss_cls: 0.0438, s2.acc: 93.7556, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0540, loss: 1.1899 2024-04-01 19:48:33,703 - mmdet - INFO - Epoch [6][4250/7330] lr: 4.612e-06, eta: 3 days, 21:39:37, time: 1.538, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1892, s0.acc: 93.6003, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2414, s1.loss_cls: 0.0911, s1.acc: 93.7440, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1177, s2.loss_cls: 0.0452, s2.acc: 93.5410, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0553, loss: 1.2106 2024-04-01 19:49:52,155 - mmdet - INFO - Epoch [6][4300/7330] lr: 4.612e-06, eta: 3 days, 21:38:36, time: 1.569, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1828, s0.acc: 93.8630, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2380, s1.loss_cls: 0.0859, s1.acc: 94.1777, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1152, s2.loss_cls: 0.0423, s2.acc: 94.1432, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0539, loss: 1.1865 2024-04-01 19:51:06,338 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-01 19:51:06,338 - mmdet - INFO - Epoch [6][4350/7330] lr: 4.612e-06, eta: 3 days, 21:37:13, time: 1.484, data_time: 0.060, memory: 28610, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1841, s0.acc: 93.7793, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2453, s1.loss_cls: 0.0868, s1.acc: 93.8450, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1178, s2.loss_cls: 0.0425, s2.acc: 93.7495, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0550, loss: 1.1986 2024-04-01 19:52:20,487 - mmdet - INFO - Epoch [6][4400/7330] lr: 4.612e-06, eta: 3 days, 21:35:50, time: 1.483, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1866, s0.acc: 93.7539, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2433, s1.loss_cls: 0.0888, s1.acc: 93.9833, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1181, s2.loss_cls: 0.0435, s2.acc: 93.9607, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0552, loss: 1.1984 2024-04-01 19:53:36,887 - mmdet - INFO - Epoch [6][4450/7330] lr: 4.612e-06, eta: 3 days, 21:34:38, time: 1.528, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1977, s0.acc: 93.4050, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2503, s1.loss_cls: 0.0947, s1.acc: 93.4726, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1204, s2.loss_cls: 0.0456, s2.acc: 93.4896, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0560, loss: 1.2404 2024-04-01 19:54:50,336 - mmdet - INFO - Epoch [6][4500/7330] lr: 4.612e-06, eta: 3 days, 21:33:11, time: 1.469, data_time: 0.049, memory: 28610, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1922, s0.acc: 93.6282, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2415, s1.loss_cls: 0.0911, s1.acc: 93.8322, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1174, s2.loss_cls: 0.0448, s2.acc: 93.6411, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0552, loss: 1.2090 2024-04-01 19:56:07,267 - mmdet - INFO - Epoch [6][4550/7330] lr: 4.612e-06, eta: 3 days, 21:32:02, time: 1.539, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1892, s0.acc: 93.6924, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2421, s1.loss_cls: 0.0893, s1.acc: 93.8672, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1167, s2.loss_cls: 0.0443, s2.acc: 93.7791, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0545, loss: 1.1928 2024-04-01 19:57:23,561 - mmdet - INFO - Epoch [6][4600/7330] lr: 4.612e-06, eta: 3 days, 21:30:51, time: 1.526, data_time: 0.062, memory: 28610, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1884, s0.acc: 93.7202, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2424, s1.loss_cls: 0.0898, s1.acc: 93.7552, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1174, s2.loss_cls: 0.0443, s2.acc: 93.5770, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0549, loss: 1.2080 2024-04-01 19:58:38,561 - mmdet - INFO - Epoch [6][4650/7330] lr: 4.612e-06, eta: 3 days, 21:29:32, time: 1.499, data_time: 0.049, memory: 28610, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1704, s0.acc: 94.0479, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2410, s1.loss_cls: 0.0824, s1.acc: 94.0807, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1183, s2.loss_cls: 0.0411, s2.acc: 93.9371, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0553, loss: 1.1511 2024-04-01 19:59:51,451 - mmdet - INFO - Epoch [6][4700/7330] lr: 4.612e-06, eta: 3 days, 21:28:01, time: 1.458, data_time: 0.047, memory: 28610, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1784, s0.acc: 93.8423, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2513, s1.loss_cls: 0.0864, s1.acc: 93.9293, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1216, s2.loss_cls: 0.0425, s2.acc: 93.8376, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0569, loss: 1.2023 2024-04-01 20:01:05,395 - mmdet - INFO - Epoch [6][4750/7330] lr: 4.612e-06, eta: 3 days, 21:26:37, time: 1.479, data_time: 0.047, memory: 28610, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1778, s0.acc: 94.1003, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2403, s1.loss_cls: 0.0840, s1.acc: 94.2808, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1169, s2.loss_cls: 0.0412, s2.acc: 94.1360, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0548, loss: 1.1590 2024-04-01 20:02:20,730 - mmdet - INFO - Epoch [6][4800/7330] lr: 4.612e-06, eta: 3 days, 21:25:20, time: 1.507, data_time: 0.061, memory: 28610, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1799, s0.acc: 93.8782, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2385, s1.loss_cls: 0.0872, s1.acc: 93.8837, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1154, s2.loss_cls: 0.0433, s2.acc: 93.7681, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0539, loss: 1.1702 2024-04-01 20:03:35,795 - mmdet - INFO - Epoch [6][4850/7330] lr: 4.612e-06, eta: 3 days, 21:24:01, time: 1.501, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1842, s0.acc: 93.7019, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2438, s1.loss_cls: 0.0892, s1.acc: 93.8258, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1177, s2.loss_cls: 0.0442, s2.acc: 93.7386, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0547, loss: 1.1928 2024-04-01 20:04:49,233 - mmdet - INFO - Epoch [6][4900/7330] lr: 4.612e-06, eta: 3 days, 21:22:34, time: 1.469, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1801, s0.acc: 93.9937, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2427, s1.loss_cls: 0.0872, s1.acc: 94.0037, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1183, s2.loss_cls: 0.0426, s2.acc: 93.9923, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0553, loss: 1.1709 2024-04-01 20:06:05,766 - mmdet - INFO - Epoch [6][4950/7330] lr: 4.612e-06, eta: 3 days, 21:21:24, time: 1.531, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1806, s0.acc: 94.0132, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2427, s1.loss_cls: 0.0863, s1.acc: 94.0939, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1166, s2.loss_cls: 0.0422, s2.acc: 94.1553, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0541, loss: 1.1649 2024-04-01 20:07:23,085 - mmdet - INFO - Epoch [6][5000/7330] lr: 4.612e-06, eta: 3 days, 21:20:17, time: 1.546, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1800, s0.acc: 93.8499, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2470, s1.loss_cls: 0.0872, s1.acc: 93.8904, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1191, s2.loss_cls: 0.0434, s2.acc: 93.7060, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0553, loss: 1.1872 2024-04-01 20:08:40,852 - mmdet - INFO - Epoch [6][5050/7330] lr: 4.612e-06, eta: 3 days, 21:19:13, time: 1.555, data_time: 0.050, memory: 28610, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1869, s0.acc: 93.5703, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2407, s1.loss_cls: 0.0902, s1.acc: 93.5992, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1168, s2.loss_cls: 0.0447, s2.acc: 93.4437, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0545, loss: 1.2095 2024-04-01 20:09:58,378 - mmdet - INFO - Epoch [6][5100/7330] lr: 4.612e-06, eta: 3 days, 21:18:08, time: 1.550, data_time: 0.050, memory: 28610, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1814, s0.acc: 93.8672, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2443, s1.loss_cls: 0.0873, s1.acc: 93.9513, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1192, s2.loss_cls: 0.0433, s2.acc: 93.8308, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0557, loss: 1.1758 2024-04-01 20:11:14,628 - mmdet - INFO - Epoch [6][5150/7330] lr: 4.612e-06, eta: 3 days, 21:16:56, time: 1.526, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1819, s0.acc: 93.8176, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2374, s1.loss_cls: 0.0874, s1.acc: 93.9047, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1145, s2.loss_cls: 0.0423, s2.acc: 93.9560, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0537, loss: 1.1754 2024-04-01 20:12:32,962 - mmdet - INFO - Epoch [6][5200/7330] lr: 4.612e-06, eta: 3 days, 21:15:54, time: 1.566, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1846, s0.acc: 93.8005, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2488, s1.loss_cls: 0.0884, s1.acc: 93.9643, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1199, s2.loss_cls: 0.0431, s2.acc: 93.9384, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0560, loss: 1.1861 2024-04-01 20:13:49,587 - mmdet - INFO - Epoch [6][5250/7330] lr: 4.612e-06, eta: 3 days, 21:14:44, time: 1.533, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1950, s0.acc: 93.6162, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2401, s1.loss_cls: 0.0933, s1.acc: 93.7513, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1170, s2.loss_cls: 0.0458, s2.acc: 93.5650, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0551, loss: 1.2185 2024-04-01 20:15:08,817 - mmdet - INFO - Epoch [6][5300/7330] lr: 4.612e-06, eta: 3 days, 21:13:48, time: 1.585, data_time: 0.049, memory: 28610, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1880, s0.acc: 93.6479, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2436, s1.loss_cls: 0.0906, s1.acc: 93.7054, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1172, s2.loss_cls: 0.0446, s2.acc: 93.5753, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0544, loss: 1.1948 2024-04-01 20:16:24,846 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-01 20:16:24,847 - mmdet - INFO - Epoch [6][5350/7330] lr: 4.612e-06, eta: 3 days, 21:12:34, time: 1.521, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1898, s0.acc: 93.6157, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2415, s1.loss_cls: 0.0906, s1.acc: 93.7284, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1166, s2.loss_cls: 0.0446, s2.acc: 93.6834, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0548, loss: 1.2075 2024-04-01 20:17:39,421 - mmdet - INFO - Epoch [6][5400/7330] lr: 4.612e-06, eta: 3 days, 21:11:13, time: 1.492, data_time: 0.063, memory: 28610, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1877, s0.acc: 93.7712, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2510, s1.loss_cls: 0.0898, s1.acc: 93.8866, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1202, s2.loss_cls: 0.0442, s2.acc: 93.7266, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0558, loss: 1.2089 2024-04-01 20:18:56,700 - mmdet - INFO - Epoch [6][5450/7330] lr: 4.612e-06, eta: 3 days, 21:10:06, time: 1.546, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1779, s0.acc: 94.0166, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2356, s1.loss_cls: 0.0857, s1.acc: 94.1596, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1148, s2.loss_cls: 0.0423, s2.acc: 93.9820, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0536, loss: 1.1571 2024-04-01 20:20:12,505 - mmdet - INFO - Epoch [6][5500/7330] lr: 4.612e-06, eta: 3 days, 21:08:52, time: 1.516, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1827, s0.acc: 93.9075, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2373, s1.loss_cls: 0.0868, s1.acc: 94.0923, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1169, s2.loss_cls: 0.0428, s2.acc: 93.9714, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0551, loss: 1.1720 2024-04-01 20:21:29,336 - mmdet - INFO - Epoch [6][5550/7330] lr: 4.612e-06, eta: 3 days, 21:07:42, time: 1.537, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1834, s0.acc: 93.7148, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2431, s1.loss_cls: 0.0880, s1.acc: 93.8153, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1185, s2.loss_cls: 0.0439, s2.acc: 93.6218, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0559, loss: 1.2045 2024-04-01 20:22:44,909 - mmdet - INFO - Epoch [6][5600/7330] lr: 4.612e-06, eta: 3 days, 21:06:27, time: 1.512, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1814, s0.acc: 93.9941, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2394, s1.loss_cls: 0.0846, s1.acc: 94.2454, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1161, s2.loss_cls: 0.0426, s2.acc: 94.0540, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0545, loss: 1.1755 2024-04-01 20:23:59,979 - mmdet - INFO - Epoch [6][5650/7330] lr: 4.612e-06, eta: 3 days, 21:05:08, time: 1.501, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1904, s0.acc: 93.5112, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2438, s1.loss_cls: 0.0914, s1.acc: 93.6177, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1173, s2.loss_cls: 0.0455, s2.acc: 93.5905, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0546, loss: 1.2232 2024-04-01 20:25:16,366 - mmdet - INFO - Epoch [6][5700/7330] lr: 4.612e-06, eta: 3 days, 21:03:56, time: 1.528, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1834, s0.acc: 93.8547, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2463, s1.loss_cls: 0.0896, s1.acc: 93.8463, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1182, s2.loss_cls: 0.0445, s2.acc: 93.7255, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0550, loss: 1.1940 2024-04-01 20:26:33,302 - mmdet - INFO - Epoch [6][5750/7330] lr: 4.612e-06, eta: 3 days, 21:02:48, time: 1.539, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1773, s0.acc: 94.1179, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2412, s1.loss_cls: 0.0832, s1.acc: 94.3149, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1168, s2.loss_cls: 0.0407, s2.acc: 94.2414, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0537, loss: 1.1669 2024-04-01 20:27:49,687 - mmdet - INFO - Epoch [6][5800/7330] lr: 4.612e-06, eta: 3 days, 21:01:36, time: 1.528, data_time: 0.059, memory: 28610, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1823, s0.acc: 93.7729, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2402, s1.loss_cls: 0.0877, s1.acc: 93.8662, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1157, s2.loss_cls: 0.0428, s2.acc: 93.7811, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0536, loss: 1.1924 2024-04-01 20:29:05,953 - mmdet - INFO - Epoch [6][5850/7330] lr: 4.612e-06, eta: 3 days, 21:00:24, time: 1.525, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1834, s0.acc: 93.8296, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2459, s1.loss_cls: 0.0888, s1.acc: 93.8878, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1186, s2.loss_cls: 0.0436, s2.acc: 93.7978, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0556, loss: 1.1968 2024-04-01 20:30:20,727 - mmdet - INFO - Epoch [6][5900/7330] lr: 4.612e-06, eta: 3 days, 20:59:04, time: 1.495, data_time: 0.062, memory: 28610, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1873, s0.acc: 93.6133, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2364, s1.loss_cls: 0.0907, s1.acc: 93.6747, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1156, s2.loss_cls: 0.0446, s2.acc: 93.5775, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0542, loss: 1.1936 2024-04-01 20:31:31,268 - mmdet - INFO - Epoch [6][5950/7330] lr: 4.612e-06, eta: 3 days, 20:57:22, time: 1.411, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1803, s0.acc: 93.9856, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2393, s1.loss_cls: 0.0857, s1.acc: 94.1292, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1158, s2.loss_cls: 0.0423, s2.acc: 94.0199, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0543, loss: 1.1682 2024-04-01 20:32:44,301 - mmdet - INFO - Epoch [6][6000/7330] lr: 4.612e-06, eta: 3 days, 20:55:53, time: 1.461, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1764, s0.acc: 93.8625, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2420, s1.loss_cls: 0.0849, s1.acc: 93.9219, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1181, s2.loss_cls: 0.0422, s2.acc: 93.8129, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0553, loss: 1.1795 2024-04-01 20:34:01,000 - mmdet - INFO - Epoch [6][6050/7330] lr: 4.612e-06, eta: 3 days, 20:54:43, time: 1.534, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1893, s0.acc: 93.5502, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2472, s1.loss_cls: 0.0924, s1.acc: 93.6425, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1195, s2.loss_cls: 0.0461, s2.acc: 93.4679, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0554, loss: 1.2231 2024-04-01 20:35:19,365 - mmdet - INFO - Epoch [6][6100/7330] lr: 4.612e-06, eta: 3 days, 20:53:41, time: 1.567, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1860, s0.acc: 93.6155, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2417, s1.loss_cls: 0.0903, s1.acc: 93.6210, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1169, s2.loss_cls: 0.0450, s2.acc: 93.4539, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0545, loss: 1.1983 2024-04-01 20:36:36,567 - mmdet - INFO - Epoch [6][6150/7330] lr: 4.612e-06, eta: 3 days, 20:52:34, time: 1.544, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1842, s0.acc: 93.8154, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2435, s1.loss_cls: 0.0885, s1.acc: 93.8946, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1182, s2.loss_cls: 0.0436, s2.acc: 93.7652, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0554, loss: 1.1916 2024-04-01 20:37:53,130 - mmdet - INFO - Epoch [6][6200/7330] lr: 4.612e-06, eta: 3 days, 20:51:23, time: 1.531, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1807, s0.acc: 93.9978, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2416, s1.loss_cls: 0.0864, s1.acc: 94.1328, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1174, s2.loss_cls: 0.0425, s2.acc: 94.0342, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0549, loss: 1.1703 2024-04-01 20:39:06,583 - mmdet - INFO - Epoch [6][6250/7330] lr: 4.612e-06, eta: 3 days, 20:49:56, time: 1.469, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1814, s0.acc: 93.7664, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2452, s1.loss_cls: 0.0883, s1.acc: 93.8708, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1192, s2.loss_cls: 0.0438, s2.acc: 93.7646, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0559, loss: 1.2103 2024-04-01 20:40:18,623 - mmdet - INFO - Epoch [6][6300/7330] lr: 4.612e-06, eta: 3 days, 20:48:22, time: 1.441, data_time: 0.050, memory: 28610, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1750, s0.acc: 94.1440, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2394, s1.loss_cls: 0.0848, s1.acc: 94.1849, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1158, s2.loss_cls: 0.0419, s2.acc: 94.1020, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0539, loss: 1.1457 2024-04-01 20:41:32,660 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-01 20:41:32,661 - mmdet - INFO - Epoch [6][6350/7330] lr: 4.612e-06, eta: 3 days, 20:46:59, time: 1.481, data_time: 0.060, memory: 28610, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1824, s0.acc: 93.7554, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2431, s1.loss_cls: 0.0885, s1.acc: 93.8194, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1182, s2.loss_cls: 0.0440, s2.acc: 93.6397, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0552, loss: 1.2024 2024-04-01 20:42:49,835 - mmdet - INFO - Epoch [6][6400/7330] lr: 4.612e-06, eta: 3 days, 20:45:51, time: 1.543, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1748, s0.acc: 94.1167, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2372, s1.loss_cls: 0.0834, s1.acc: 94.3292, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1144, s2.loss_cls: 0.0408, s2.acc: 94.1958, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0532, loss: 1.1512 2024-04-01 20:44:08,052 - mmdet - INFO - Epoch [6][6450/7330] lr: 4.612e-06, eta: 3 days, 20:44:49, time: 1.564, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1830, s0.acc: 93.7837, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2456, s1.loss_cls: 0.0858, s1.acc: 93.9894, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1201, s2.loss_cls: 0.0424, s2.acc: 93.9369, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0557, loss: 1.1997 2024-04-01 20:45:27,212 - mmdet - INFO - Epoch [6][6500/7330] lr: 4.612e-06, eta: 3 days, 20:43:51, time: 1.583, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1877, s0.acc: 93.5522, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2467, s1.loss_cls: 0.0907, s1.acc: 93.6221, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1195, s2.loss_cls: 0.0447, s2.acc: 93.5282, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0557, loss: 1.2164 2024-04-01 20:46:43,919 - mmdet - INFO - Epoch [6][6550/7330] lr: 4.612e-06, eta: 3 days, 20:42:41, time: 1.534, data_time: 0.062, memory: 28610, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1850, s0.acc: 93.7605, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2410, s1.loss_cls: 0.0876, s1.acc: 93.8701, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1173, s2.loss_cls: 0.0431, s2.acc: 93.8150, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0548, loss: 1.1953 2024-04-01 20:48:01,236 - mmdet - INFO - Epoch [6][6600/7330] lr: 4.612e-06, eta: 3 days, 20:41:34, time: 1.546, data_time: 0.061, memory: 28610, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1901, s0.acc: 93.5208, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2378, s1.loss_cls: 0.0904, s1.acc: 93.6774, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1151, s2.loss_cls: 0.0446, s2.acc: 93.5344, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0536, loss: 1.2079 2024-04-01 20:49:17,470 - mmdet - INFO - Epoch [6][6650/7330] lr: 4.612e-06, eta: 3 days, 20:40:22, time: 1.525, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1753, s0.acc: 94.0271, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2368, s1.loss_cls: 0.0848, s1.acc: 94.1052, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1142, s2.loss_cls: 0.0423, s2.acc: 93.9650, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0534, loss: 1.1519 2024-04-01 20:50:31,302 - mmdet - INFO - Epoch [6][6700/7330] lr: 4.612e-06, eta: 3 days, 20:38:57, time: 1.477, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1758, s0.acc: 94.0374, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2403, s1.loss_cls: 0.0833, s1.acc: 94.2392, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1169, s2.loss_cls: 0.0411, s2.acc: 94.1498, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0548, loss: 1.1716 2024-04-01 20:51:45,158 - mmdet - INFO - Epoch [6][6750/7330] lr: 4.612e-06, eta: 3 days, 20:37:32, time: 1.477, data_time: 0.062, memory: 28610, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1819, s0.acc: 93.7988, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2457, s1.loss_cls: 0.0887, s1.acc: 93.7926, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1192, s2.loss_cls: 0.0445, s2.acc: 93.5795, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0552, loss: 1.1912 2024-04-01 20:53:01,431 - mmdet - INFO - Epoch [6][6800/7330] lr: 4.612e-06, eta: 3 days, 20:36:20, time: 1.526, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1808, s0.acc: 93.8730, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2443, s1.loss_cls: 0.0875, s1.acc: 93.8974, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1191, s2.loss_cls: 0.0433, s2.acc: 93.7698, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0555, loss: 1.1921 2024-04-01 20:54:14,605 - mmdet - INFO - Epoch [6][6850/7330] lr: 4.612e-06, eta: 3 days, 20:34:52, time: 1.463, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1886, s0.acc: 93.6992, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2453, s1.loss_cls: 0.0909, s1.acc: 93.7277, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1182, s2.loss_cls: 0.0444, s2.acc: 93.7433, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0553, loss: 1.2163 2024-04-01 20:55:29,483 - mmdet - INFO - Epoch [6][6900/7330] lr: 4.612e-06, eta: 3 days, 20:33:33, time: 1.498, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1821, s0.acc: 93.9280, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2436, s1.loss_cls: 0.0869, s1.acc: 94.0166, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1178, s2.loss_cls: 0.0430, s2.acc: 93.8795, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0548, loss: 1.1826 2024-04-01 20:56:42,382 - mmdet - INFO - Epoch [6][6950/7330] lr: 4.612e-06, eta: 3 days, 20:32:03, time: 1.458, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1845, s0.acc: 93.7822, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2449, s1.loss_cls: 0.0894, s1.acc: 93.8824, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1189, s2.loss_cls: 0.0446, s2.acc: 93.7041, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0559, loss: 1.2074 2024-04-01 20:57:56,478 - mmdet - INFO - Epoch [6][7000/7330] lr: 4.612e-06, eta: 3 days, 20:30:40, time: 1.482, data_time: 0.063, memory: 28610, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1838, s0.acc: 93.9143, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2324, s1.loss_cls: 0.0872, s1.acc: 94.0761, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1138, s2.loss_cls: 0.0430, s2.acc: 94.0143, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0530, loss: 1.1645 2024-04-01 20:59:14,083 - mmdet - INFO - Epoch [6][7050/7330] lr: 4.612e-06, eta: 3 days, 20:29:35, time: 1.552, data_time: 0.059, memory: 28610, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1856, s0.acc: 93.7324, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2373, s1.loss_cls: 0.0890, s1.acc: 93.7769, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1164, s2.loss_cls: 0.0444, s2.acc: 93.6032, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0546, loss: 1.1942 2024-04-01 21:00:29,372 - mmdet - INFO - Epoch [6][7100/7330] lr: 4.612e-06, eta: 3 days, 20:28:17, time: 1.506, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1977, s0.acc: 93.3516, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2489, s1.loss_cls: 0.0948, s1.acc: 93.5438, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1219, s2.loss_cls: 0.0470, s2.acc: 93.4554, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0570, loss: 1.2497 2024-04-01 21:01:44,468 - mmdet - INFO - Epoch [6][7150/7330] lr: 4.612e-06, eta: 3 days, 20:26:59, time: 1.502, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1942, s0.acc: 93.3958, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2448, s1.loss_cls: 0.0921, s1.acc: 93.6189, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1184, s2.loss_cls: 0.0449, s2.acc: 93.6531, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0555, loss: 1.2228 2024-04-01 21:03:01,347 - mmdet - INFO - Epoch [6][7200/7330] lr: 4.612e-06, eta: 3 days, 20:25:50, time: 1.538, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1812, s0.acc: 93.8916, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2418, s1.loss_cls: 0.0867, s1.acc: 94.0609, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1178, s2.loss_cls: 0.0432, s2.acc: 94.0046, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0550, loss: 1.1927 2024-04-01 21:04:15,550 - mmdet - INFO - Epoch [6][7250/7330] lr: 4.612e-06, eta: 3 days, 20:24:27, time: 1.484, data_time: 0.059, memory: 28610, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1674, s0.acc: 94.2532, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2388, s1.loss_cls: 0.0812, s1.acc: 94.3071, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1151, s2.loss_cls: 0.0399, s2.acc: 94.2343, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0540, loss: 1.1310 2024-04-01 21:05:32,407 - mmdet - INFO - Epoch [6][7300/7330] lr: 4.612e-06, eta: 3 days, 20:23:18, time: 1.537, data_time: 0.047, memory: 28610, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1933, s0.acc: 93.6355, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2461, s1.loss_cls: 0.0930, s1.acc: 93.6522, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1188, s2.loss_cls: 0.0461, s2.acc: 93.5133, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0551, loss: 1.2231 2024-04-01 21:06:13,403 - mmdet - INFO - Saving checkpoint at 6 epochs 2024-04-01 21:14:21,665 - mmdet - INFO - Evaluating bbox... 2024-04-01 21:15:05,744 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.468 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.654 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.510 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.300 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.519 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.603 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 ] = 0.421 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.654 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.755 2024-04-01 21:15:05,745 - mmdet - INFO - Evaluating segm... 2024-04-01 21:15:55,501 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.406 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.630 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.437 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.204 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.448 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.584 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.531 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.531 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.531 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.331 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 ] = 0.695 2024-04-01 21:15:56,170 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-01 21:15:56,172 - mmdet - INFO - Epoch(val) [6][1250] bbox_mAP: 0.4680, bbox_mAP_50: 0.6540, bbox_mAP_75: 0.5100, bbox_mAP_s: 0.3000, bbox_mAP_m: 0.5190, bbox_mAP_l: 0.6030, bbox_mAP_copypaste: 0.468 0.654 0.510 0.300 0.519 0.603, segm_mAP: 0.4060, segm_mAP_50: 0.6300, segm_mAP_75: 0.4370, segm_mAP_s: 0.2040, segm_mAP_m: 0.4480, segm_mAP_l: 0.5840, segm_mAP_copypaste: 0.406 0.630 0.437 0.204 0.448 0.584 2024-04-01 21:17:15,758 - mmdet - INFO - Epoch [7][50/7330] lr: 4.612e-06, eta: 3 days, 20:17:50, time: 1.591, data_time: 0.105, memory: 28610, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1751, s0.acc: 94.0645, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2369, s1.loss_cls: 0.0845, s1.acc: 94.1196, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1155, s2.loss_cls: 0.0419, s2.acc: 93.9828, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0540, loss: 1.1578 2024-04-01 21:18:34,865 - mmdet - INFO - Epoch [7][100/7330] lr: 4.612e-06, eta: 3 days, 20:16:52, time: 1.582, data_time: 0.066, memory: 28610, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1777, s0.acc: 93.8906, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2448, s1.loss_cls: 0.0845, s1.acc: 94.0961, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1190, s2.loss_cls: 0.0418, s2.acc: 94.0037, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0555, loss: 1.1716 2024-04-01 21:19:46,346 - mmdet - INFO - Epoch [7][150/7330] lr: 4.612e-06, eta: 3 days, 20:15:16, time: 1.430, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1865, s0.acc: 93.6755, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2458, s1.loss_cls: 0.0901, s1.acc: 93.7648, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1200, s2.loss_cls: 0.0447, s2.acc: 93.5641, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0565, loss: 1.2138 2024-04-01 21:20:58,036 - mmdet - INFO - Epoch [7][200/7330] lr: 4.612e-06, eta: 3 days, 20:13:41, time: 1.434, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1807, s0.acc: 93.8323, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2381, s1.loss_cls: 0.0860, s1.acc: 94.0109, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1155, s2.loss_cls: 0.0424, s2.acc: 93.9089, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0537, loss: 1.1747 2024-04-01 21:22:15,202 - mmdet - INFO - Epoch [7][250/7330] lr: 4.612e-06, eta: 3 days, 20:12:34, time: 1.543, data_time: 0.060, memory: 28610, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1913, s0.acc: 93.4880, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2461, s1.loss_cls: 0.0914, s1.acc: 93.6927, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1202, s2.loss_cls: 0.0450, s2.acc: 93.6656, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0562, loss: 1.2304 2024-04-01 21:23:32,647 - mmdet - INFO - Epoch [7][300/7330] lr: 4.612e-06, eta: 3 days, 20:11:27, time: 1.549, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1869, s0.acc: 93.5286, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2477, s1.loss_cls: 0.0887, s1.acc: 93.7926, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1209, s2.loss_cls: 0.0443, s2.acc: 93.7265, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0564, loss: 1.2171 2024-04-01 21:24:46,578 - mmdet - INFO - Epoch [7][350/7330] lr: 4.612e-06, eta: 3 days, 20:10:04, time: 1.478, data_time: 0.050, memory: 28610, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1807, s0.acc: 93.8894, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2420, s1.loss_cls: 0.0861, s1.acc: 94.0149, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1175, s2.loss_cls: 0.0426, s2.acc: 93.9121, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0548, loss: 1.1782 2024-04-01 21:26:01,775 - mmdet - INFO - Epoch [7][400/7330] lr: 4.612e-06, eta: 3 days, 20:08:46, time: 1.504, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1864, s0.acc: 93.5110, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2435, s1.loss_cls: 0.0889, s1.acc: 93.7580, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1183, s2.loss_cls: 0.0437, s2.acc: 93.6335, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0551, loss: 1.2056 2024-04-01 21:27:16,462 - mmdet - INFO - Epoch [7][450/7330] lr: 4.612e-06, eta: 3 days, 20:07:26, time: 1.494, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1813, s0.acc: 93.9133, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2408, s1.loss_cls: 0.0861, s1.acc: 94.0576, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1172, s2.loss_cls: 0.0423, s2.acc: 93.9800, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0546, loss: 1.1735 2024-04-01 21:28:30,445 - mmdet - INFO - Epoch [7][500/7330] lr: 4.612e-06, eta: 3 days, 20:06:03, time: 1.480, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1862, s0.acc: 93.8181, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2379, s1.loss_cls: 0.0895, s1.acc: 93.9531, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1172, s2.loss_cls: 0.0439, s2.acc: 93.8076, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0550, loss: 1.1931 2024-04-01 21:29:47,203 - mmdet - INFO - Epoch [7][550/7330] lr: 4.612e-06, eta: 3 days, 20:04:53, time: 1.535, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1806, s0.acc: 93.8752, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2417, s1.loss_cls: 0.0867, s1.acc: 93.8919, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1169, s2.loss_cls: 0.0426, s2.acc: 93.8431, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0547, loss: 1.1835 2024-04-01 21:31:09,446 - mmdet - INFO - Epoch [7][600/7330] lr: 4.612e-06, eta: 3 days, 20:04:11, time: 1.645, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1804, s0.acc: 93.8455, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2424, s1.loss_cls: 0.0868, s1.acc: 93.8644, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1183, s2.loss_cls: 0.0429, s2.acc: 93.8537, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0558, loss: 1.1873 2024-04-01 21:32:28,777 - mmdet - INFO - Epoch [7][650/7330] lr: 4.612e-06, eta: 3 days, 20:03:13, time: 1.586, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1734, s0.acc: 94.1829, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2360, s1.loss_cls: 0.0835, s1.acc: 94.2480, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1141, s2.loss_cls: 0.0413, s2.acc: 94.0514, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0530, loss: 1.1400 2024-04-01 21:33:43,310 - mmdet - INFO - Epoch [7][700/7330] lr: 4.612e-06, eta: 3 days, 20:01:53, time: 1.491, data_time: 0.064, memory: 28610, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1891, s0.acc: 93.6863, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2470, s1.loss_cls: 0.0913, s1.acc: 93.8006, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1203, s2.loss_cls: 0.0443, s2.acc: 93.7057, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0562, loss: 1.2165 2024-04-01 21:34:58,360 - mmdet - INFO - Epoch [7][750/7330] lr: 4.612e-06, eta: 3 days, 20:00:35, time: 1.501, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1912, s0.acc: 93.5774, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2424, s1.loss_cls: 0.0911, s1.acc: 93.7473, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1180, s2.loss_cls: 0.0451, s2.acc: 93.6914, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0551, loss: 1.2219 2024-04-01 21:36:11,925 - mmdet - INFO - Epoch [7][800/7330] lr: 4.612e-06, eta: 3 days, 19:59:09, time: 1.471, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1801, s0.acc: 93.8655, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2418, s1.loss_cls: 0.0866, s1.acc: 94.0135, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1185, s2.loss_cls: 0.0427, s2.acc: 93.9819, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0559, loss: 1.1793 2024-04-01 21:37:24,665 - mmdet - INFO - Epoch [7][850/7330] lr: 4.612e-06, eta: 3 days, 19:57:40, time: 1.455, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1798, s0.acc: 93.8093, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2381, s1.loss_cls: 0.0865, s1.acc: 93.9611, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1159, s2.loss_cls: 0.0428, s2.acc: 93.8330, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0543, loss: 1.1791 2024-04-01 21:38:44,103 - mmdet - INFO - Epoch [7][900/7330] lr: 4.612e-06, eta: 3 days, 19:56:43, time: 1.589, data_time: 0.060, memory: 28610, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1815, s0.acc: 93.7302, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2367, s1.loss_cls: 0.0874, s1.acc: 93.8720, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1152, s2.loss_cls: 0.0437, s2.acc: 93.6609, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0540, loss: 1.1902 2024-04-01 21:39:57,322 - mmdet - INFO - Epoch [7][950/7330] lr: 4.612e-06, eta: 3 days, 19:55:16, time: 1.464, data_time: 0.049, memory: 28610, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1801, s0.acc: 93.8459, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2426, s1.loss_cls: 0.0859, s1.acc: 94.0056, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1178, s2.loss_cls: 0.0426, s2.acc: 93.9309, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0555, loss: 1.1810 2024-04-01 21:41:13,015 - mmdet - INFO - Epoch [7][1000/7330] lr: 4.612e-06, eta: 3 days, 19:54:01, time: 1.514, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1795, s0.acc: 93.9016, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2375, s1.loss_cls: 0.0847, s1.acc: 94.0745, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1146, s2.loss_cls: 0.0418, s2.acc: 94.0582, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0533, loss: 1.1645 2024-04-01 21:42:34,558 - mmdet - INFO - Epoch [7][1050/7330] lr: 4.612e-06, eta: 3 days, 19:53:15, time: 1.631, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1732, s0.acc: 94.0664, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2354, s1.loss_cls: 0.0838, s1.acc: 94.1698, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1153, s2.loss_cls: 0.0415, s2.acc: 94.0337, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0540, loss: 1.1511 2024-04-01 21:43:47,952 - mmdet - INFO - Epoch [7][1100/7330] lr: 4.612e-06, eta: 3 days, 19:51:48, time: 1.468, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1840, s0.acc: 93.7397, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2369, s1.loss_cls: 0.0888, s1.acc: 93.8454, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1152, s2.loss_cls: 0.0439, s2.acc: 93.6222, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0538, loss: 1.1762 2024-04-01 21:45:03,652 - mmdet - INFO - Epoch [7][1150/7330] lr: 4.612e-06, eta: 3 days, 19:50:33, time: 1.514, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1808, s0.acc: 93.9707, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2433, s1.loss_cls: 0.0850, s1.acc: 94.1565, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1188, s2.loss_cls: 0.0415, s2.acc: 94.1554, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0558, loss: 1.1667 2024-04-01 21:46:19,267 - mmdet - INFO - Epoch [7][1200/7330] lr: 4.612e-06, eta: 3 days, 19:49:18, time: 1.512, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1755, s0.acc: 93.9702, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2421, s1.loss_cls: 0.0856, s1.acc: 94.0180, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1172, s2.loss_cls: 0.0422, s2.acc: 93.9266, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0546, loss: 1.1678 2024-04-01 21:47:34,249 - mmdet - INFO - Epoch [7][1250/7330] lr: 4.612e-06, eta: 3 days, 19:48:00, time: 1.500, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1861, s0.acc: 93.7600, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2452, s1.loss_cls: 0.0890, s1.acc: 93.8478, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1195, s2.loss_cls: 0.0436, s2.acc: 93.7491, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0556, loss: 1.2108 2024-04-01 21:48:52,099 - mmdet - INFO - Epoch [7][1300/7330] lr: 4.612e-06, eta: 3 days, 19:46:55, time: 1.557, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1786, s0.acc: 93.9836, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2438, s1.loss_cls: 0.0849, s1.acc: 94.1058, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1193, s2.loss_cls: 0.0422, s2.acc: 93.9853, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0558, loss: 1.1884 2024-04-01 21:50:10,070 - mmdet - INFO - Epoch [7][1350/7330] lr: 4.612e-06, eta: 3 days, 19:45:51, time: 1.560, data_time: 0.050, memory: 28610, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1792, s0.acc: 93.9287, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2426, s1.loss_cls: 0.0869, s1.acc: 93.9583, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1180, s2.loss_cls: 0.0429, s2.acc: 93.8974, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0552, loss: 1.1791 2024-04-01 21:51:29,116 - mmdet - INFO - Epoch [7][1400/7330] lr: 4.612e-06, eta: 3 days, 19:44:52, time: 1.581, data_time: 0.061, memory: 28610, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1721, s0.acc: 94.1123, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2366, s1.loss_cls: 0.0824, s1.acc: 94.2006, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1145, s2.loss_cls: 0.0406, s2.acc: 94.0864, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0537, loss: 1.1504 2024-04-01 21:52:43,454 - mmdet - INFO - Epoch [7][1450/7330] lr: 4.612e-06, eta: 3 days, 19:43:31, time: 1.486, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1861, s0.acc: 93.6836, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2410, s1.loss_cls: 0.0887, s1.acc: 93.8506, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1165, s2.loss_cls: 0.0441, s2.acc: 93.7481, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0547, loss: 1.2080 2024-04-01 21:53:58,145 - mmdet - INFO - Epoch [7][1500/7330] lr: 4.612e-06, eta: 3 days, 19:42:11, time: 1.494, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1764, s0.acc: 94.1018, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2335, s1.loss_cls: 0.0832, s1.acc: 94.2738, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1143, s2.loss_cls: 0.0413, s2.acc: 94.1862, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0536, loss: 1.1447 2024-04-01 21:55:14,781 - mmdet - INFO - Epoch [7][1550/7330] lr: 4.612e-06, eta: 3 days, 19:41:00, time: 1.533, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1848, s0.acc: 93.7188, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2430, s1.loss_cls: 0.0886, s1.acc: 93.8479, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1183, s2.loss_cls: 0.0429, s2.acc: 93.7549, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0551, loss: 1.1974 2024-04-01 21:56:27,129 - mmdet - INFO - Epoch [7][1600/7330] lr: 4.612e-06, eta: 3 days, 19:39:29, time: 1.446, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1804, s0.acc: 93.9336, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2413, s1.loss_cls: 0.0851, s1.acc: 94.1496, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1172, s2.loss_cls: 0.0421, s2.acc: 94.0292, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0546, loss: 1.1847 2024-04-01 21:57:45,110 - mmdet - INFO - Epoch [7][1650/7330] lr: 4.612e-06, eta: 3 days, 19:38:25, time: 1.560, data_time: 0.059, memory: 28610, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1817, s0.acc: 93.7192, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2442, s1.loss_cls: 0.0863, s1.acc: 93.8760, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1188, s2.loss_cls: 0.0426, s2.acc: 93.8188, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0559, loss: 1.1940 2024-04-01 21:58:59,533 - mmdet - INFO - Epoch [7][1700/7330] lr: 4.612e-06, eta: 3 days, 19:37:04, time: 1.489, data_time: 0.062, memory: 28610, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1685, s0.acc: 94.2615, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2396, s1.loss_cls: 0.0798, s1.acc: 94.4593, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1166, s2.loss_cls: 0.0396, s2.acc: 94.2887, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0543, loss: 1.1461 2024-04-01 22:00:19,004 - mmdet - INFO - Epoch [7][1750/7330] lr: 4.612e-06, eta: 3 days, 19:36:07, time: 1.589, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1848, s0.acc: 93.6353, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2397, s1.loss_cls: 0.0878, s1.acc: 93.7728, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1165, s2.loss_cls: 0.0435, s2.acc: 93.6001, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0548, loss: 1.1962 2024-04-01 22:01:34,894 - mmdet - INFO - Epoch [7][1800/7330] lr: 4.612e-06, eta: 3 days, 19:34:53, time: 1.518, data_time: 0.065, memory: 28610, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1762, s0.acc: 93.9863, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2372, s1.loss_cls: 0.0835, s1.acc: 94.2051, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1166, s2.loss_cls: 0.0420, s2.acc: 93.9300, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0544, loss: 1.1654 2024-04-01 22:02:51,880 - mmdet - INFO - Epoch [7][1850/7330] lr: 4.612e-06, eta: 3 days, 19:33:44, time: 1.540, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1867, s0.acc: 93.5156, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2413, s1.loss_cls: 0.0883, s1.acc: 93.6420, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1174, s2.loss_cls: 0.0439, s2.acc: 93.4753, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0546, loss: 1.1985 2024-04-01 22:04:07,690 - mmdet - INFO - Epoch [7][1900/7330] lr: 4.612e-06, eta: 3 days, 19:32:29, time: 1.516, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1738, s0.acc: 94.0286, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2421, s1.loss_cls: 0.0820, s1.acc: 94.2712, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1158, s2.loss_cls: 0.0411, s2.acc: 94.0902, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0538, loss: 1.1657 2024-04-01 22:05:24,642 - mmdet - INFO - Epoch [7][1950/7330] lr: 4.612e-06, eta: 3 days, 19:31:20, time: 1.539, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1748, s0.acc: 93.9399, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2390, s1.loss_cls: 0.0832, s1.acc: 94.0890, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1154, s2.loss_cls: 0.0420, s2.acc: 93.9021, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0538, loss: 1.1704 2024-04-01 22:06:39,452 - mmdet - INFO - Epoch [7][2000/7330] lr: 4.612e-06, eta: 3 days, 19:30:01, time: 1.496, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1753, s0.acc: 94.0344, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2405, s1.loss_cls: 0.0833, s1.acc: 94.0876, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1163, s2.loss_cls: 0.0411, s2.acc: 94.0170, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0547, loss: 1.1591 2024-04-01 22:07:54,361 - mmdet - INFO - Epoch [7][2050/7330] lr: 4.612e-06, eta: 3 days, 19:28:42, time: 1.498, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1797, s0.acc: 93.8625, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2403, s1.loss_cls: 0.0848, s1.acc: 94.1052, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1168, s2.loss_cls: 0.0418, s2.acc: 93.9524, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0543, loss: 1.1737 2024-04-01 22:09:12,826 - mmdet - INFO - Epoch [7][2100/7330] lr: 4.612e-06, eta: 3 days, 19:27:40, time: 1.569, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1828, s0.acc: 93.9038, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2311, s1.loss_cls: 0.0864, s1.acc: 94.0690, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1134, s2.loss_cls: 0.0425, s2.acc: 93.9990, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0532, loss: 1.1648 2024-04-01 22:10:27,648 - mmdet - INFO - Epoch [7][2150/7330] lr: 4.612e-06, eta: 3 days, 19:26:21, time: 1.496, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1750, s0.acc: 93.9255, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2419, s1.loss_cls: 0.0835, s1.acc: 94.0894, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1161, s2.loss_cls: 0.0411, s2.acc: 94.1116, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0545, loss: 1.1638 2024-04-01 22:11:44,394 - mmdet - INFO - Epoch [7][2200/7330] lr: 4.612e-06, eta: 3 days, 19:25:11, time: 1.535, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1732, s0.acc: 94.1177, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2403, s1.loss_cls: 0.0818, s1.acc: 94.3043, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1161, s2.loss_cls: 0.0409, s2.acc: 94.1729, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0539, loss: 1.1521 2024-04-01 22:12:58,413 - mmdet - INFO - Epoch [7][2250/7330] lr: 4.612e-06, eta: 3 days, 19:23:48, time: 1.480, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1681, s0.acc: 94.1877, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2382, s1.loss_cls: 0.0809, s1.acc: 94.2811, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1165, s2.loss_cls: 0.0407, s2.acc: 94.0971, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0547, loss: 1.1411 2024-04-01 22:14:13,460 - mmdet - INFO - Epoch [7][2300/7330] lr: 4.612e-06, eta: 3 days, 19:22:30, time: 1.501, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1790, s0.acc: 93.9111, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2405, s1.loss_cls: 0.0841, s1.acc: 94.0835, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1165, s2.loss_cls: 0.0415, s2.acc: 94.1110, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0546, loss: 1.1736 2024-04-01 22:15:31,614 - mmdet - INFO - Epoch [7][2350/7330] lr: 4.612e-06, eta: 3 days, 19:21:26, time: 1.563, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1649, s0.acc: 94.3948, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2362, s1.loss_cls: 0.0769, s1.acc: 94.6257, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1137, s2.loss_cls: 0.0381, s2.acc: 94.4157, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0537, loss: 1.1181 2024-04-01 22:16:43,941 - mmdet - INFO - Epoch [7][2400/7330] lr: 4.612e-06, eta: 3 days, 19:19:55, time: 1.447, data_time: 0.061, memory: 28610, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1758, s0.acc: 94.0596, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2349, s1.loss_cls: 0.0845, s1.acc: 94.1702, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1143, s2.loss_cls: 0.0422, s2.acc: 93.9432, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0535, loss: 1.1556 2024-04-01 22:17:59,688 - mmdet - INFO - Epoch [7][2450/7330] lr: 4.612e-06, eta: 3 days, 19:18:41, time: 1.515, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1781, s0.acc: 93.9126, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2402, s1.loss_cls: 0.0851, s1.acc: 94.0749, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1153, s2.loss_cls: 0.0422, s2.acc: 93.9600, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0538, loss: 1.1722 2024-04-01 22:19:14,042 - mmdet - INFO - Epoch [7][2500/7330] lr: 4.612e-06, eta: 3 days, 19:17:19, time: 1.487, data_time: 0.062, memory: 28610, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1775, s0.acc: 93.9131, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2368, s1.loss_cls: 0.0848, s1.acc: 94.1076, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1151, s2.loss_cls: 0.0416, s2.acc: 94.0370, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0534, loss: 1.1670 2024-04-01 22:20:31,547 - mmdet - INFO - Epoch [7][2550/7330] lr: 4.612e-06, eta: 3 days, 19:16:13, time: 1.550, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1712, s0.acc: 94.1130, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2323, s1.loss_cls: 0.0828, s1.acc: 94.2094, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1130, s2.loss_cls: 0.0407, s2.acc: 94.1139, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0532, loss: 1.1364 2024-04-01 22:21:46,614 - mmdet - INFO - Epoch [7][2600/7330] lr: 4.612e-06, eta: 3 days, 19:14:55, time: 1.501, data_time: 0.065, memory: 28610, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1705, s0.acc: 94.0422, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2390, s1.loss_cls: 0.0829, s1.acc: 94.0568, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1161, s2.loss_cls: 0.0419, s2.acc: 93.9106, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0539, loss: 1.1611 2024-04-01 22:23:02,110 - mmdet - INFO - Epoch [7][2650/7330] lr: 4.612e-06, eta: 3 days, 19:13:39, time: 1.510, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1783, s0.acc: 93.8030, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2391, s1.loss_cls: 0.0858, s1.acc: 93.8842, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1149, s2.loss_cls: 0.0418, s2.acc: 93.8722, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0538, loss: 1.1692 2024-04-01 22:24:16,374 - mmdet - INFO - Epoch [7][2700/7330] lr: 4.612e-06, eta: 3 days, 19:12:17, time: 1.485, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1877, s0.acc: 93.6108, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2427, s1.loss_cls: 0.0894, s1.acc: 93.7109, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1173, s2.loss_cls: 0.0449, s2.acc: 93.5631, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0547, loss: 1.1995 2024-04-01 22:25:32,663 - mmdet - INFO - Epoch [7][2750/7330] lr: 4.612e-06, eta: 3 days, 19:11:05, time: 1.526, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1735, s0.acc: 94.0715, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2421, s1.loss_cls: 0.0829, s1.acc: 94.1694, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1175, s2.loss_cls: 0.0409, s2.acc: 94.0742, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0548, loss: 1.1560 2024-04-01 22:26:48,520 - mmdet - INFO - Epoch [7][2800/7330] lr: 4.612e-06, eta: 3 days, 19:09:50, time: 1.517, data_time: 0.064, memory: 28610, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1758, s0.acc: 93.9592, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2371, s1.loss_cls: 0.0840, s1.acc: 94.0793, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1159, s2.loss_cls: 0.0410, s2.acc: 94.0836, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0541, loss: 1.1656 2024-04-01 22:28:02,709 - mmdet - INFO - Epoch [7][2850/7330] lr: 4.612e-06, eta: 3 days, 19:08:28, time: 1.484, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1739, s0.acc: 94.1082, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2429, s1.loss_cls: 0.0830, s1.acc: 94.2732, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1188, s2.loss_cls: 0.0416, s2.acc: 94.1031, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0559, loss: 1.1696 2024-04-01 22:29:18,777 - mmdet - INFO - Epoch [7][2900/7330] lr: 4.612e-06, eta: 3 days, 19:07:15, time: 1.521, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1820, s0.acc: 93.8320, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2437, s1.loss_cls: 0.0869, s1.acc: 93.9574, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1183, s2.loss_cls: 0.0426, s2.acc: 93.9038, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0556, loss: 1.1937 2024-04-01 22:30:35,210 - mmdet - INFO - Epoch [7][2950/7330] lr: 4.612e-06, eta: 3 days, 19:06:03, time: 1.529, data_time: 0.047, memory: 28610, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1722, s0.acc: 94.1807, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2379, s1.loss_cls: 0.0836, s1.acc: 94.1955, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1158, s2.loss_cls: 0.0420, s2.acc: 94.0629, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0545, loss: 1.1485 2024-04-01 22:31:48,607 - mmdet - INFO - Epoch [7][3000/7330] lr: 4.612e-06, eta: 3 days, 19:04:37, time: 1.467, data_time: 0.062, memory: 28610, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1802, s0.acc: 93.7717, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2421, s1.loss_cls: 0.0862, s1.acc: 93.9698, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1174, s2.loss_cls: 0.0431, s2.acc: 93.8302, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0551, loss: 1.1916 2024-04-01 22:33:06,747 - mmdet - INFO - Epoch [7][3050/7330] lr: 4.612e-06, eta: 3 days, 19:03:34, time: 1.563, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1749, s0.acc: 93.9832, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2453, s1.loss_cls: 0.0837, s1.acc: 94.2010, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1191, s2.loss_cls: 0.0415, s2.acc: 94.0432, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0561, loss: 1.1697 2024-04-01 22:34:23,694 - mmdet - INFO - Epoch [7][3100/7330] lr: 4.612e-06, eta: 3 days, 19:02:24, time: 1.539, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1834, s0.acc: 93.7717, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2406, s1.loss_cls: 0.0874, s1.acc: 93.9804, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1162, s2.loss_cls: 0.0427, s2.acc: 93.8731, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0544, loss: 1.1906 2024-04-01 22:35:42,138 - mmdet - INFO - Epoch [7][3150/7330] lr: 4.612e-06, eta: 3 days, 19:01:22, time: 1.569, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1787, s0.acc: 93.8738, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2414, s1.loss_cls: 0.0859, s1.acc: 93.9939, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1176, s2.loss_cls: 0.0425, s2.acc: 93.9307, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0549, loss: 1.1819 2024-04-01 22:36:56,176 - mmdet - INFO - Epoch [7][3200/7330] lr: 4.612e-06, eta: 3 days, 18:59:59, time: 1.481, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1744, s0.acc: 94.0388, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2356, s1.loss_cls: 0.0839, s1.acc: 94.1206, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1162, s2.loss_cls: 0.0412, s2.acc: 93.9992, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0544, loss: 1.1494 2024-04-01 22:38:15,413 - mmdet - INFO - Epoch [7][3250/7330] lr: 4.612e-06, eta: 3 days, 18:59:00, time: 1.585, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1706, s0.acc: 94.1716, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2451, s1.loss_cls: 0.0817, s1.acc: 94.2160, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1180, s2.loss_cls: 0.0409, s2.acc: 94.0847, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0552, loss: 1.1593 2024-04-01 22:39:32,044 - mmdet - INFO - Epoch [7][3300/7330] lr: 4.612e-06, eta: 3 days, 18:57:49, time: 1.533, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1708, s0.acc: 94.1045, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2365, s1.loss_cls: 0.0811, s1.acc: 94.2321, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1160, s2.loss_cls: 0.0406, s2.acc: 94.0661, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0547, loss: 1.1533 2024-04-01 22:40:53,094 - mmdet - INFO - Epoch [7][3350/7330] lr: 4.612e-06, eta: 3 days, 18:56:59, time: 1.621, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1671, s0.acc: 94.3347, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2340, s1.loss_cls: 0.0803, s1.acc: 94.4379, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1137, s2.loss_cls: 0.0396, s2.acc: 94.3323, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0535, loss: 1.1076 2024-04-01 22:42:11,587 - mmdet - INFO - Epoch [7][3400/7330] lr: 4.612e-06, eta: 3 days, 18:55:56, time: 1.570, data_time: 0.059, memory: 28610, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1724, s0.acc: 93.9609, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2396, s1.loss_cls: 0.0824, s1.acc: 94.0766, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1168, s2.loss_cls: 0.0413, s2.acc: 93.8996, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0549, loss: 1.1652 2024-04-01 22:43:29,394 - mmdet - INFO - Epoch [7][3450/7330] lr: 4.612e-06, eta: 3 days, 18:54:51, time: 1.556, data_time: 0.049, memory: 28610, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1722, s0.acc: 94.1355, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2433, s1.loss_cls: 0.0829, s1.acc: 94.1684, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1175, s2.loss_cls: 0.0411, s2.acc: 94.0134, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0552, loss: 1.1593 2024-04-01 22:44:48,737 - mmdet - INFO - Epoch [7][3500/7330] lr: 4.612e-06, eta: 3 days, 18:53:52, time: 1.587, data_time: 0.048, memory: 28610, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1708, s0.acc: 94.0938, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2408, s1.loss_cls: 0.0819, s1.acc: 94.2111, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1167, s2.loss_cls: 0.0401, s2.acc: 94.1178, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0547, loss: 1.1523 2024-04-01 22:46:03,517 - mmdet - INFO - Epoch [7][3550/7330] lr: 4.612e-06, eta: 3 days, 18:52:33, time: 1.496, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1644, s0.acc: 94.3860, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2355, s1.loss_cls: 0.0797, s1.acc: 94.3772, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1138, s2.loss_cls: 0.0396, s2.acc: 94.3372, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0531, loss: 1.1021 2024-04-01 22:47:17,982 - mmdet - INFO - Epoch [7][3600/7330] lr: 4.612e-06, eta: 3 days, 18:51:12, time: 1.489, data_time: 0.050, memory: 28610, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1623, s0.acc: 94.3782, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2324, s1.loss_cls: 0.0776, s1.acc: 94.4425, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1138, s2.loss_cls: 0.0381, s2.acc: 94.3991, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0533, loss: 1.1012 2024-04-01 22:48:32,550 - mmdet - INFO - Epoch [7][3650/7330] lr: 4.612e-06, eta: 3 days, 18:49:52, time: 1.491, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1737, s0.acc: 94.0635, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2374, s1.loss_cls: 0.0822, s1.acc: 94.2981, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1154, s2.loss_cls: 0.0407, s2.acc: 94.1669, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0536, loss: 1.1463 2024-04-01 22:49:49,394 - mmdet - INFO - Epoch [7][3700/7330] lr: 4.612e-06, eta: 3 days, 18:48:42, time: 1.536, data_time: 0.059, memory: 28610, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1651, s0.acc: 94.2876, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2391, s1.loss_cls: 0.0795, s1.acc: 94.3559, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1160, s2.loss_cls: 0.0393, s2.acc: 94.2586, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0544, loss: 1.1319 2024-04-01 22:51:03,811 - mmdet - INFO - Epoch [7][3750/7330] lr: 4.612e-06, eta: 3 days, 18:47:21, time: 1.488, data_time: 0.065, memory: 28610, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1815, s0.acc: 93.8215, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2342, s1.loss_cls: 0.0865, s1.acc: 93.9936, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1132, s2.loss_cls: 0.0434, s2.acc: 93.9263, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0528, loss: 1.1744 2024-04-01 22:52:18,811 - mmdet - INFO - Epoch [7][3800/7330] lr: 4.612e-06, eta: 3 days, 18:46:03, time: 1.500, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1648, s0.acc: 94.2559, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2310, s1.loss_cls: 0.0798, s1.acc: 94.3240, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1117, s2.loss_cls: 0.0397, s2.acc: 94.2151, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0523, loss: 1.1088 2024-04-01 22:53:35,986 - mmdet - INFO - Epoch [7][3850/7330] lr: 4.612e-06, eta: 3 days, 18:44:54, time: 1.544, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1817, s0.acc: 93.8059, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2494, s1.loss_cls: 0.0858, s1.acc: 93.9945, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1204, s2.loss_cls: 0.0427, s2.acc: 93.8634, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0563, loss: 1.1920 2024-04-01 22:54:50,058 - mmdet - INFO - Epoch [7][3900/7330] lr: 4.612e-06, eta: 3 days, 18:43:31, time: 1.481, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1771, s0.acc: 93.9475, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2411, s1.loss_cls: 0.0862, s1.acc: 94.0737, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1163, s2.loss_cls: 0.0418, s2.acc: 94.0831, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0548, loss: 1.1686 2024-04-01 22:56:06,224 - mmdet - INFO - Epoch [7][3950/7330] lr: 4.612e-06, eta: 3 days, 18:42:18, time: 1.523, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1791, s0.acc: 93.9043, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2423, s1.loss_cls: 0.0872, s1.acc: 93.8937, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1164, s2.loss_cls: 0.0433, s2.acc: 93.7805, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0543, loss: 1.1674 2024-04-01 22:57:21,570 - mmdet - INFO - Epoch [7][4000/7330] lr: 4.612e-06, eta: 3 days, 18:41:02, time: 1.507, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1852, s0.acc: 93.8369, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2385, s1.loss_cls: 0.0880, s1.acc: 93.9815, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1146, s2.loss_cls: 0.0432, s2.acc: 93.8531, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0535, loss: 1.1883 2024-04-01 22:58:37,609 - mmdet - INFO - Epoch [7][4050/7330] lr: 4.612e-06, eta: 3 days, 18:39:48, time: 1.521, data_time: 0.049, memory: 28610, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1715, s0.acc: 94.1260, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2364, s1.loss_cls: 0.0816, s1.acc: 94.2788, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1139, s2.loss_cls: 0.0399, s2.acc: 94.1558, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0531, loss: 1.1391 2024-04-01 22:59:50,244 - mmdet - INFO - Epoch [7][4100/7330] lr: 4.612e-06, eta: 3 days, 18:38:19, time: 1.453, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1748, s0.acc: 94.0706, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2355, s1.loss_cls: 0.0840, s1.acc: 94.1249, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1154, s2.loss_cls: 0.0416, s2.acc: 94.0846, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0537, loss: 1.1452 2024-04-01 23:01:07,584 - mmdet - INFO - Epoch [7][4150/7330] lr: 4.612e-06, eta: 3 days, 18:37:11, time: 1.547, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1711, s0.acc: 94.1157, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2324, s1.loss_cls: 0.0832, s1.acc: 94.0773, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1134, s2.loss_cls: 0.0410, s2.acc: 94.0708, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0532, loss: 1.1353 2024-04-01 23:02:26,034 - mmdet - INFO - Epoch [7][4200/7330] lr: 4.612e-06, eta: 3 days, 18:36:08, time: 1.569, data_time: 0.049, memory: 28610, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1844, s0.acc: 93.7593, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2395, s1.loss_cls: 0.0889, s1.acc: 93.7772, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1177, s2.loss_cls: 0.0441, s2.acc: 93.7018, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0548, loss: 1.1940 2024-04-01 23:03:42,995 - mmdet - INFO - Epoch [7][4250/7330] lr: 4.612e-06, eta: 3 days, 18:34:59, time: 1.539, data_time: 0.048, memory: 28610, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1821, s0.acc: 93.8198, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2337, s1.loss_cls: 0.0873, s1.acc: 93.9675, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1143, s2.loss_cls: 0.0427, s2.acc: 93.8020, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0535, loss: 1.1642 2024-04-01 23:05:01,460 - mmdet - INFO - Epoch [7][4300/7330] lr: 4.612e-06, eta: 3 days, 18:33:56, time: 1.569, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1746, s0.acc: 93.9980, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2357, s1.loss_cls: 0.0844, s1.acc: 94.0065, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1145, s2.loss_cls: 0.0419, s2.acc: 93.9189, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0529, loss: 1.1426 2024-04-01 23:06:14,589 - mmdet - INFO - Epoch [7][4350/7330] lr: 4.612e-06, eta: 3 days, 18:32:29, time: 1.463, data_time: 0.061, memory: 28610, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1824, s0.acc: 93.8081, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2427, s1.loss_cls: 0.0880, s1.acc: 93.8668, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1177, s2.loss_cls: 0.0441, s2.acc: 93.7362, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0550, loss: 1.1862 2024-04-01 23:07:32,815 - mmdet - INFO - Epoch [7][4400/7330] lr: 4.612e-06, eta: 3 days, 18:31:25, time: 1.564, data_time: 0.048, memory: 28610, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1785, s0.acc: 93.8831, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2378, s1.loss_cls: 0.0869, s1.acc: 93.8928, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1143, s2.loss_cls: 0.0437, s2.acc: 93.5829, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0537, loss: 1.1692 2024-04-01 23:08:49,550 - mmdet - INFO - Epoch [7][4450/7330] lr: 4.612e-06, eta: 3 days, 18:30:15, time: 1.535, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1734, s0.acc: 94.1104, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2448, s1.loss_cls: 0.0846, s1.acc: 94.1066, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1176, s2.loss_cls: 0.0421, s2.acc: 93.9741, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0547, loss: 1.1540 2024-04-01 23:10:05,467 - mmdet - INFO - Epoch [7][4500/7330] lr: 4.612e-06, eta: 3 days, 18:29:00, time: 1.518, data_time: 0.050, memory: 28610, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1786, s0.acc: 93.8218, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2404, s1.loss_cls: 0.0857, s1.acc: 93.9606, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1165, s2.loss_cls: 0.0423, s2.acc: 93.8643, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0541, loss: 1.1686 2024-04-01 23:11:21,402 - mmdet - INFO - Epoch [7][4550/7330] lr: 4.612e-06, eta: 3 days, 18:27:46, time: 1.519, data_time: 0.059, memory: 28610, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1774, s0.acc: 93.8464, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2421, s1.loss_cls: 0.0870, s1.acc: 93.8478, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1178, s2.loss_cls: 0.0437, s2.acc: 93.6144, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0548, loss: 1.1766 2024-04-01 23:12:38,066 - mmdet - INFO - Epoch [7][4600/7330] lr: 4.612e-06, eta: 3 days, 18:26:35, time: 1.533, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1741, s0.acc: 94.0479, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2341, s1.loss_cls: 0.0843, s1.acc: 94.0953, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1132, s2.loss_cls: 0.0415, s2.acc: 94.0519, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0531, loss: 1.1384 2024-04-01 23:13:55,232 - mmdet - INFO - Epoch [7][4650/7330] lr: 4.612e-06, eta: 3 days, 18:25:27, time: 1.544, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1823, s0.acc: 93.7456, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2371, s1.loss_cls: 0.0889, s1.acc: 93.8153, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1128, s2.loss_cls: 0.0436, s2.acc: 93.7922, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0526, loss: 1.1677 2024-04-01 23:15:12,430 - mmdet - INFO - Epoch [7][4700/7330] lr: 4.612e-06, eta: 3 days, 18:24:18, time: 1.544, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1855, s0.acc: 93.6592, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2430, s1.loss_cls: 0.0907, s1.acc: 93.6323, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1176, s2.loss_cls: 0.0447, s2.acc: 93.6910, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0553, loss: 1.1904 2024-04-01 23:16:28,275 - mmdet - INFO - Epoch [7][4750/7330] lr: 4.612e-06, eta: 3 days, 18:23:03, time: 1.517, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1783, s0.acc: 93.9600, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2357, s1.loss_cls: 0.0856, s1.acc: 94.0244, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1149, s2.loss_cls: 0.0426, s2.acc: 93.9177, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0538, loss: 1.1609 2024-04-01 23:17:47,334 - mmdet - INFO - Epoch [7][4800/7330] lr: 4.612e-06, eta: 3 days, 18:22:03, time: 1.581, data_time: 0.049, memory: 28610, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1745, s0.acc: 94.1182, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2409, s1.loss_cls: 0.0835, s1.acc: 94.3119, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1163, s2.loss_cls: 0.0413, s2.acc: 94.1500, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0544, loss: 1.1534 2024-04-01 23:19:04,468 - mmdet - INFO - Epoch [7][4850/7330] lr: 4.612e-06, eta: 3 days, 18:20:54, time: 1.543, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1841, s0.acc: 93.8030, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2387, s1.loss_cls: 0.0900, s1.acc: 93.8010, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1152, s2.loss_cls: 0.0443, s2.acc: 93.6947, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0538, loss: 1.1857 2024-04-01 23:20:23,223 - mmdet - INFO - Epoch [7][4900/7330] lr: 4.612e-06, eta: 3 days, 18:19:52, time: 1.575, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1877, s0.acc: 93.6853, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2417, s1.loss_cls: 0.0905, s1.acc: 93.7614, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1171, s2.loss_cls: 0.0446, s2.acc: 93.6942, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0545, loss: 1.1945 2024-04-01 23:21:43,928 - mmdet - INFO - Epoch [7][4950/7330] lr: 4.612e-06, eta: 3 days, 18:18:59, time: 1.614, data_time: 0.067, memory: 28610, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1836, s0.acc: 93.7017, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2456, s1.loss_cls: 0.0888, s1.acc: 93.8569, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1195, s2.loss_cls: 0.0435, s2.acc: 93.8060, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0562, loss: 1.1970 2024-04-01 23:23:01,487 - mmdet - INFO - Epoch [7][5000/7330] lr: 4.612e-06, eta: 3 days, 18:17:52, time: 1.552, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1829, s0.acc: 93.8638, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2400, s1.loss_cls: 0.0874, s1.acc: 94.0036, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1169, s2.loss_cls: 0.0434, s2.acc: 93.8768, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0548, loss: 1.1888 2024-04-01 23:24:20,225 - mmdet - INFO - Epoch [7][5050/7330] lr: 4.612e-06, eta: 3 days, 18:16:49, time: 1.575, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1811, s0.acc: 93.9341, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2415, s1.loss_cls: 0.0868, s1.acc: 94.0486, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1180, s2.loss_cls: 0.0426, s2.acc: 93.9334, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0553, loss: 1.1714 2024-04-01 23:25:37,770 - mmdet - INFO - Epoch [7][5100/7330] lr: 4.612e-06, eta: 3 days, 18:15:42, time: 1.550, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1941, s0.acc: 93.3164, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2482, s1.loss_cls: 0.0946, s1.acc: 93.4478, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1192, s2.loss_cls: 0.0469, s2.acc: 93.1912, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0559, loss: 1.2417 2024-04-01 23:26:56,478 - mmdet - INFO - Epoch [7][5150/7330] lr: 4.612e-06, eta: 3 days, 18:14:40, time: 1.575, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1827, s0.acc: 93.8306, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2347, s1.loss_cls: 0.0884, s1.acc: 93.9384, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1136, s2.loss_cls: 0.0433, s2.acc: 93.8443, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0531, loss: 1.1596 2024-04-01 23:28:17,086 - mmdet - INFO - Epoch [7][5200/7330] lr: 4.612e-06, eta: 3 days, 18:13:46, time: 1.612, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1768, s0.acc: 93.9551, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2361, s1.loss_cls: 0.0865, s1.acc: 93.9691, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1155, s2.loss_cls: 0.0435, s2.acc: 93.8209, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0550, loss: 1.1614 2024-04-01 23:29:33,547 - mmdet - INFO - Epoch [7][5250/7330] lr: 4.612e-06, eta: 3 days, 18:12:34, time: 1.529, data_time: 0.049, memory: 28610, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1812, s0.acc: 93.9421, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2397, s1.loss_cls: 0.0882, s1.acc: 94.0305, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1174, s2.loss_cls: 0.0433, s2.acc: 93.9497, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0545, loss: 1.1622 2024-04-01 23:30:50,048 - mmdet - INFO - Epoch [7][5300/7330] lr: 4.612e-06, eta: 3 days, 18:11:22, time: 1.530, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1807, s0.acc: 93.9077, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2415, s1.loss_cls: 0.0870, s1.acc: 94.0705, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1179, s2.loss_cls: 0.0420, s2.acc: 94.1541, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0553, loss: 1.1769 2024-04-01 23:32:08,814 - mmdet - INFO - Epoch [7][5350/7330] lr: 4.612e-06, eta: 3 days, 18:10:20, time: 1.575, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1823, s0.acc: 93.7258, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2380, s1.loss_cls: 0.0879, s1.acc: 93.7109, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1160, s2.loss_cls: 0.0434, s2.acc: 93.6722, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0540, loss: 1.1867 2024-04-01 23:33:25,048 - mmdet - INFO - Epoch [7][5400/7330] lr: 4.612e-06, eta: 3 days, 18:09:07, time: 1.525, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1845, s0.acc: 93.6238, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2428, s1.loss_cls: 0.0890, s1.acc: 93.6523, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1172, s2.loss_cls: 0.0446, s2.acc: 93.4865, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0542, loss: 1.2003 2024-04-01 23:34:41,390 - mmdet - INFO - Epoch [7][5450/7330] lr: 4.612e-06, eta: 3 days, 18:07:54, time: 1.527, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1811, s0.acc: 93.8472, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2416, s1.loss_cls: 0.0869, s1.acc: 93.9471, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1164, s2.loss_cls: 0.0436, s2.acc: 93.7182, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0540, loss: 1.1910 2024-04-01 23:36:00,340 - mmdet - INFO - Epoch [7][5500/7330] lr: 4.612e-06, eta: 3 days, 18:06:53, time: 1.579, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1843, s0.acc: 93.8428, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2329, s1.loss_cls: 0.0884, s1.acc: 93.9468, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1128, s2.loss_cls: 0.0437, s2.acc: 93.8251, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0528, loss: 1.1613 2024-04-01 23:37:19,117 - mmdet - INFO - Epoch [7][5550/7330] lr: 4.612e-06, eta: 3 days, 18:05:51, time: 1.576, data_time: 0.060, memory: 28610, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1723, s0.acc: 94.0183, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2363, s1.loss_cls: 0.0829, s1.acc: 94.0990, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1155, s2.loss_cls: 0.0411, s2.acc: 93.9565, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0540, loss: 1.1505 2024-04-01 23:38:36,319 - mmdet - INFO - Epoch [7][5600/7330] lr: 4.612e-06, eta: 3 days, 18:04:42, time: 1.544, data_time: 0.049, memory: 28610, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1820, s0.acc: 93.8325, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2387, s1.loss_cls: 0.0875, s1.acc: 93.9972, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1152, s2.loss_cls: 0.0434, s2.acc: 93.9106, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0538, loss: 1.1732 2024-04-01 23:39:52,371 - mmdet - INFO - Epoch [7][5650/7330] lr: 4.612e-06, eta: 3 days, 18:03:28, time: 1.521, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1786, s0.acc: 94.0042, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2359, s1.loss_cls: 0.0873, s1.acc: 94.0147, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1135, s2.loss_cls: 0.0436, s2.acc: 93.8230, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0535, loss: 1.1569 2024-04-01 23:41:09,601 - mmdet - INFO - Epoch [7][5700/7330] lr: 4.612e-06, eta: 3 days, 18:02:19, time: 1.545, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1884, s0.acc: 93.6917, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2398, s1.loss_cls: 0.0908, s1.acc: 93.7985, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1162, s2.loss_cls: 0.0448, s2.acc: 93.7178, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0541, loss: 1.1980 2024-04-01 23:42:29,312 - mmdet - INFO - Epoch [7][5750/7330] lr: 4.612e-06, eta: 3 days, 18:01:20, time: 1.594, data_time: 0.066, memory: 28610, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1825, s0.acc: 93.8198, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2417, s1.loss_cls: 0.0863, s1.acc: 93.9812, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1172, s2.loss_cls: 0.0422, s2.acc: 93.9538, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0549, loss: 1.1823 2024-04-01 23:43:47,361 - mmdet - INFO - Epoch [7][5800/7330] lr: 4.612e-06, eta: 3 days, 18:00:15, time: 1.561, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1673, s0.acc: 94.2261, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2392, s1.loss_cls: 0.0795, s1.acc: 94.3870, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1165, s2.loss_cls: 0.0401, s2.acc: 94.1492, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0546, loss: 1.1365 2024-04-01 23:45:05,029 - mmdet - INFO - Epoch [7][5850/7330] lr: 4.612e-06, eta: 3 days, 17:59:08, time: 1.553, data_time: 0.061, memory: 28610, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1840, s0.acc: 93.7957, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2437, s1.loss_cls: 0.0878, s1.acc: 93.9016, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1181, s2.loss_cls: 0.0428, s2.acc: 93.8470, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0550, loss: 1.1994 2024-04-01 23:46:20,448 - mmdet - INFO - Epoch [7][5900/7330] lr: 4.612e-06, eta: 3 days, 17:57:51, time: 1.508, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1828, s0.acc: 93.8291, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2396, s1.loss_cls: 0.0874, s1.acc: 93.9375, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1150, s2.loss_cls: 0.0428, s2.acc: 93.8513, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0536, loss: 1.1760 2024-04-01 23:47:34,972 - mmdet - INFO - Epoch [7][5950/7330] lr: 4.612e-06, eta: 3 days, 17:56:31, time: 1.490, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1793, s0.acc: 93.9719, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2317, s1.loss_cls: 0.0874, s1.acc: 94.0225, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1126, s2.loss_cls: 0.0430, s2.acc: 93.8971, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0525, loss: 1.1504 2024-04-01 23:48:51,364 - mmdet - INFO - Epoch [7][6000/7330] lr: 4.612e-06, eta: 3 days, 17:55:18, time: 1.528, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1852, s0.acc: 93.7917, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2375, s1.loss_cls: 0.0888, s1.acc: 93.8651, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1159, s2.loss_cls: 0.0439, s2.acc: 93.7641, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0544, loss: 1.1920 2024-04-01 23:50:06,409 - mmdet - INFO - Epoch [7][6050/7330] lr: 4.612e-06, eta: 3 days, 17:54:00, time: 1.501, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1838, s0.acc: 93.7820, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2404, s1.loss_cls: 0.0878, s1.acc: 93.9647, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1159, s2.loss_cls: 0.0434, s2.acc: 93.8852, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0540, loss: 1.1872 2024-04-01 23:51:21,872 - mmdet - INFO - Epoch [7][6100/7330] lr: 4.612e-06, eta: 3 days, 17:52:43, time: 1.509, data_time: 0.050, memory: 28610, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1901, s0.acc: 93.6021, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2384, s1.loss_cls: 0.0914, s1.acc: 93.6812, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1151, s2.loss_cls: 0.0455, s2.acc: 93.5053, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0539, loss: 1.1920 2024-04-01 23:52:41,800 - mmdet - INFO - Epoch [7][6150/7330] lr: 4.612e-06, eta: 3 days, 17:51:46, time: 1.599, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1744, s0.acc: 94.0466, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2346, s1.loss_cls: 0.0853, s1.acc: 94.1005, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1144, s2.loss_cls: 0.0424, s2.acc: 94.0189, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0538, loss: 1.1427 2024-04-01 23:54:00,972 - mmdet - INFO - Epoch [7][6200/7330] lr: 4.612e-06, eta: 3 days, 17:50:45, time: 1.583, data_time: 0.063, memory: 28610, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1833, s0.acc: 93.6807, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2348, s1.loss_cls: 0.0886, s1.acc: 93.7620, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1138, s2.loss_cls: 0.0439, s2.acc: 93.6867, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0533, loss: 1.1813 2024-04-01 23:55:16,582 - mmdet - INFO - Epoch [7][6250/7330] lr: 4.612e-06, eta: 3 days, 17:49:29, time: 1.512, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1788, s0.acc: 93.7976, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2411, s1.loss_cls: 0.0866, s1.acc: 93.8398, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1155, s2.loss_cls: 0.0428, s2.acc: 93.6730, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0541, loss: 1.1870 2024-04-01 23:56:31,864 - mmdet - INFO - Epoch [7][6300/7330] lr: 4.612e-06, eta: 3 days, 17:48:11, time: 1.505, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1798, s0.acc: 93.8867, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2366, s1.loss_cls: 0.0874, s1.acc: 93.8810, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1149, s2.loss_cls: 0.0432, s2.acc: 93.7563, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0537, loss: 1.1680 2024-04-01 23:57:48,811 - mmdet - INFO - Epoch [7][6350/7330] lr: 4.612e-06, eta: 3 days, 17:47:01, time: 1.539, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1600, s0.acc: 94.4719, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2309, s1.loss_cls: 0.0788, s1.acc: 94.4841, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1111, s2.loss_cls: 0.0393, s2.acc: 94.4201, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0522, loss: 1.0902 2024-04-01 23:59:04,294 - mmdet - INFO - Epoch [7][6400/7330] lr: 4.612e-06, eta: 3 days, 17:45:45, time: 1.510, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1734, s0.acc: 94.1436, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2349, s1.loss_cls: 0.0855, s1.acc: 94.0103, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1124, s2.loss_cls: 0.0429, s2.acc: 93.8264, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0523, loss: 1.1331 2024-04-02 00:00:22,477 - mmdet - INFO - Epoch [7][6450/7330] lr: 4.612e-06, eta: 3 days, 17:44:40, time: 1.564, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1830, s0.acc: 93.7329, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2401, s1.loss_cls: 0.0878, s1.acc: 93.7944, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1150, s2.loss_cls: 0.0434, s2.acc: 93.7078, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0541, loss: 1.1810 2024-04-02 00:01:38,530 - mmdet - INFO - Epoch [7][6500/7330] lr: 4.612e-06, eta: 3 days, 17:43:26, time: 1.521, data_time: 0.048, memory: 28610, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1832, s0.acc: 93.7026, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2325, s1.loss_cls: 0.0886, s1.acc: 93.7497, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1117, s2.loss_cls: 0.0447, s2.acc: 93.4012, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0527, loss: 1.1758 2024-04-02 00:02:52,511 - mmdet - INFO - Epoch [7][6550/7330] lr: 4.612e-06, eta: 3 days, 17:42:03, time: 1.480, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1786, s0.acc: 93.7861, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2409, s1.loss_cls: 0.0870, s1.acc: 93.7726, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1164, s2.loss_cls: 0.0434, s2.acc: 93.6618, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0544, loss: 1.1599 2024-04-02 00:04:15,029 - mmdet - INFO - Epoch [7][6600/7330] lr: 4.612e-06, eta: 3 days, 17:41:16, time: 1.650, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1781, s0.acc: 93.7122, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2381, s1.loss_cls: 0.0875, s1.acc: 93.6583, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1136, s2.loss_cls: 0.0437, s2.acc: 93.6563, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0529, loss: 1.1657 2024-04-02 00:05:29,923 - mmdet - INFO - Epoch [7][6650/7330] lr: 4.612e-06, eta: 3 days, 17:39:57, time: 1.498, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1801, s0.acc: 93.8745, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2380, s1.loss_cls: 0.0898, s1.acc: 93.7835, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1139, s2.loss_cls: 0.0449, s2.acc: 93.5004, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0529, loss: 1.1614 2024-04-02 00:06:46,691 - mmdet - INFO - Epoch [7][6700/7330] lr: 4.612e-06, eta: 3 days, 17:38:46, time: 1.535, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1727, s0.acc: 93.9983, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2401, s1.loss_cls: 0.0836, s1.acc: 94.1052, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1159, s2.loss_cls: 0.0417, s2.acc: 94.0153, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0540, loss: 1.1526 2024-04-02 00:08:02,311 - mmdet - INFO - Epoch [7][6750/7330] lr: 4.612e-06, eta: 3 days, 17:37:30, time: 1.512, data_time: 0.050, memory: 28610, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1802, s0.acc: 93.7478, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2371, s1.loss_cls: 0.0878, s1.acc: 93.7184, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1134, s2.loss_cls: 0.0433, s2.acc: 93.6615, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0532, loss: 1.1724 2024-04-02 00:09:19,410 - mmdet - INFO - Epoch [7][6800/7330] lr: 4.612e-06, eta: 3 days, 17:36:20, time: 1.542, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1809, s0.acc: 93.9019, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2390, s1.loss_cls: 0.0876, s1.acc: 94.0097, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1159, s2.loss_cls: 0.0431, s2.acc: 93.9836, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0544, loss: 1.1797 2024-04-02 00:10:31,167 - mmdet - INFO - Epoch [7][6850/7330] lr: 4.612e-06, eta: 3 days, 17:34:48, time: 1.435, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1755, s0.acc: 94.0151, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2366, s1.loss_cls: 0.0846, s1.acc: 94.1494, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1148, s2.loss_cls: 0.0420, s2.acc: 93.8932, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0536, loss: 1.1479 2024-04-02 00:11:44,450 - mmdet - INFO - Epoch [7][6900/7330] lr: 4.612e-06, eta: 3 days, 17:33:22, time: 1.466, data_time: 0.057, memory: 28610, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1746, s0.acc: 93.9636, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2360, s1.loss_cls: 0.0861, s1.acc: 93.9111, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1134, s2.loss_cls: 0.0421, s2.acc: 93.8852, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0525, loss: 1.1406 2024-04-02 00:13:04,613 - mmdet - INFO - Epoch [7][6950/7330] lr: 4.612e-06, eta: 3 days, 17:32:25, time: 1.603, data_time: 0.049, memory: 28610, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1746, s0.acc: 94.0767, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2354, s1.loss_cls: 0.0849, s1.acc: 93.9481, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1133, s2.loss_cls: 0.0422, s2.acc: 93.8450, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0529, loss: 1.1464 2024-04-02 00:14:25,853 - mmdet - INFO - Epoch [7][7000/7330] lr: 4.612e-06, eta: 3 days, 17:31:33, time: 1.625, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1797, s0.acc: 93.8186, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2357, s1.loss_cls: 0.0874, s1.acc: 93.8201, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1142, s2.loss_cls: 0.0434, s2.acc: 93.6638, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0532, loss: 1.1727 2024-04-02 00:15:41,699 - mmdet - INFO - Epoch [7][7050/7330] lr: 4.612e-06, eta: 3 days, 17:30:18, time: 1.517, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1805, s0.acc: 93.8572, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2299, s1.loss_cls: 0.0864, s1.acc: 93.9501, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1109, s2.loss_cls: 0.0434, s2.acc: 93.7461, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0520, loss: 1.1545 2024-04-02 00:16:57,545 - mmdet - INFO - Epoch [7][7100/7330] lr: 4.612e-06, eta: 3 days, 17:29:03, time: 1.517, data_time: 0.059, memory: 28610, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1767, s0.acc: 93.9124, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2404, s1.loss_cls: 0.0865, s1.acc: 93.8834, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1159, s2.loss_cls: 0.0436, s2.acc: 93.7414, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0538, loss: 1.1673 2024-04-02 00:18:13,187 - mmdet - INFO - Epoch [7][7150/7330] lr: 4.612e-06, eta: 3 days, 17:27:47, time: 1.513, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1798, s0.acc: 93.8203, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2316, s1.loss_cls: 0.0877, s1.acc: 93.8373, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1111, s2.loss_cls: 0.0434, s2.acc: 93.7051, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0518, loss: 1.1536 2024-04-02 00:19:28,301 - mmdet - INFO - Epoch [7][7200/7330] lr: 4.612e-06, eta: 3 days, 17:26:29, time: 1.502, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1862, s0.acc: 93.5876, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2377, s1.loss_cls: 0.0921, s1.acc: 93.5274, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1128, s2.loss_cls: 0.0456, s2.acc: 93.4119, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0527, loss: 1.1903 2024-04-02 00:20:43,714 - mmdet - INFO - Epoch [7][7250/7330] lr: 4.612e-06, eta: 3 days, 17:25:12, time: 1.508, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1721, s0.acc: 94.1482, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2323, s1.loss_cls: 0.0840, s1.acc: 94.1475, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1129, s2.loss_cls: 0.0414, s2.acc: 94.0861, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0529, loss: 1.1347 2024-04-02 00:21:58,786 - mmdet - INFO - Epoch [7][7300/7330] lr: 4.612e-06, eta: 3 days, 17:23:53, time: 1.501, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1767, s0.acc: 94.0378, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2403, s1.loss_cls: 0.0860, s1.acc: 94.0236, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1165, s2.loss_cls: 0.0427, s2.acc: 93.8680, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0543, loss: 1.1547 2024-04-02 00:22:41,823 - mmdet - INFO - Saving checkpoint at 7 epochs 2024-04-02 00:30:48,176 - mmdet - INFO - Evaluating bbox... 2024-04-02 00:31:34,390 - 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 ] = 0.661 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.519 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 ] = 0.520 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 ] = 0.617 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.617 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.617 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.434 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.659 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.765 2024-04-02 00:31:34,391 - mmdet - INFO - Evaluating segm... 2024-04-02 00:32:22,791 - 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 ] = 0.636 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.451 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.217 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 ] = 0.594 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.544 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.544 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.544 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.354 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.587 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.704 2024-04-02 00:32:23,451 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-02 00:32:23,453 - mmdet - INFO - Epoch(val) [7][1250] bbox_mAP: 0.4760, bbox_mAP_50: 0.6610, bbox_mAP_75: 0.5190, bbox_mAP_s: 0.3040, bbox_mAP_m: 0.5200, bbox_mAP_l: 0.6150, bbox_mAP_copypaste: 0.476 0.661 0.519 0.304 0.520 0.615, segm_mAP: 0.4160, segm_mAP_50: 0.6360, segm_mAP_75: 0.4510, segm_mAP_s: 0.2170, segm_mAP_m: 0.4520, segm_mAP_l: 0.5940, segm_mAP_copypaste: 0.416 0.636 0.451 0.217 0.452 0.594 2024-04-02 00:33:42,227 - mmdet - INFO - Epoch [8][50/7330] lr: 4.612e-06, eta: 3 days, 17:18:57, time: 1.575, data_time: 0.113, memory: 28610, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1717, s0.acc: 94.1216, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2350, s1.loss_cls: 0.0827, s1.acc: 94.1226, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1137, s2.loss_cls: 0.0415, s2.acc: 93.9079, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0530, loss: 1.1351 2024-04-02 00:34:56,515 - mmdet - INFO - Epoch [8][100/7330] lr: 4.612e-06, eta: 3 days, 17:17:36, time: 1.485, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1687, s0.acc: 94.1565, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2395, s1.loss_cls: 0.0807, s1.acc: 94.2560, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1153, s2.loss_cls: 0.0402, s2.acc: 94.1239, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0533, loss: 1.1371 2024-04-02 00:36:15,438 - mmdet - INFO - Epoch [8][150/7330] lr: 4.612e-06, eta: 3 days, 17:16:34, time: 1.579, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1799, s0.acc: 93.8191, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2354, s1.loss_cls: 0.0872, s1.acc: 93.8616, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1147, s2.loss_cls: 0.0428, s2.acc: 93.7630, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0534, loss: 1.1637 2024-04-02 00:37:30,968 - mmdet - INFO - Epoch [8][200/7330] lr: 4.612e-06, eta: 3 days, 17:15:17, time: 1.511, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1646, s0.acc: 94.3813, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2322, s1.loss_cls: 0.0793, s1.acc: 94.5395, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1127, s2.loss_cls: 0.0391, s2.acc: 94.4137, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0531, loss: 1.1071 2024-04-02 00:38:45,957 - mmdet - INFO - Epoch [8][250/7330] lr: 4.612e-06, eta: 3 days, 17:13:59, time: 1.500, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1639, s0.acc: 94.2971, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2289, s1.loss_cls: 0.0791, s1.acc: 94.4479, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1110, s2.loss_cls: 0.0394, s2.acc: 94.2961, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0517, loss: 1.1097 2024-04-02 00:39:59,837 - mmdet - INFO - Epoch [8][300/7330] lr: 4.612e-06, eta: 3 days, 17:12:36, time: 1.478, data_time: 0.065, memory: 28610, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1721, s0.acc: 94.0801, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2360, s1.loss_cls: 0.0825, s1.acc: 94.1814, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1136, s2.loss_cls: 0.0409, s2.acc: 94.0507, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0531, loss: 1.1422 2024-04-02 00:41:14,190 - mmdet - INFO - Epoch [8][350/7330] lr: 4.612e-06, eta: 3 days, 17:11:15, time: 1.487, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1764, s0.acc: 94.0283, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2303, s1.loss_cls: 0.0852, s1.acc: 94.0517, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1124, s2.loss_cls: 0.0418, s2.acc: 93.9233, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0525, loss: 1.1477 2024-04-02 00:42:31,344 - mmdet - INFO - Epoch [8][400/7330] lr: 4.612e-06, eta: 3 days, 17:10:06, time: 1.543, data_time: 0.061, memory: 28610, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1719, s0.acc: 94.0679, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2395, s1.loss_cls: 0.0843, s1.acc: 94.0067, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1151, s2.loss_cls: 0.0422, s2.acc: 93.9388, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0543, loss: 1.1559 2024-04-02 00:43:44,932 - mmdet - INFO - Epoch [8][450/7330] lr: 4.612e-06, eta: 3 days, 17:08:42, time: 1.472, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1779, s0.acc: 93.8818, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2337, s1.loss_cls: 0.0852, s1.acc: 94.0520, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1136, s2.loss_cls: 0.0424, s2.acc: 93.9497, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0534, loss: 1.1493 2024-04-02 00:45:00,351 - mmdet - INFO - Epoch [8][500/7330] lr: 4.612e-06, eta: 3 days, 17:07:25, time: 1.508, data_time: 0.049, memory: 28610, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1825, s0.acc: 93.8132, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2363, s1.loss_cls: 0.0885, s1.acc: 93.8124, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1137, s2.loss_cls: 0.0439, s2.acc: 93.8268, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0530, loss: 1.1719 2024-04-02 00:46:15,517 - mmdet - INFO - Epoch [8][550/7330] lr: 4.612e-06, eta: 3 days, 17:06:07, time: 1.503, data_time: 0.050, memory: 28610, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1675, s0.acc: 94.2856, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2347, s1.loss_cls: 0.0801, s1.acc: 94.3502, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1158, s2.loss_cls: 0.0405, s2.acc: 94.1559, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0544, loss: 1.1318 2024-04-02 00:47:31,337 - mmdet - INFO - Epoch [8][600/7330] lr: 4.612e-06, eta: 3 days, 17:04:52, time: 1.516, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1769, s0.acc: 93.8003, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2431, s1.loss_cls: 0.0849, s1.acc: 93.8557, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1173, s2.loss_cls: 0.0425, s2.acc: 93.7083, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0548, loss: 1.1797 2024-04-02 00:48:52,150 - mmdet - INFO - Epoch [8][650/7330] lr: 4.612e-06, eta: 3 days, 17:03:58, time: 1.616, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1801, s0.acc: 93.9055, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2388, s1.loss_cls: 0.0863, s1.acc: 94.0191, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1159, s2.loss_cls: 0.0424, s2.acc: 93.9644, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0543, loss: 1.1726 2024-04-02 00:50:07,801 - mmdet - INFO - Epoch [8][700/7330] lr: 4.612e-06, eta: 3 days, 17:02:42, time: 1.513, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1685, s0.acc: 94.1816, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2329, s1.loss_cls: 0.0815, s1.acc: 94.2646, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1128, s2.loss_cls: 0.0410, s2.acc: 94.1637, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0527, loss: 1.1309 2024-04-02 00:51:25,309 - mmdet - INFO - Epoch [8][750/7330] lr: 4.612e-06, eta: 3 days, 17:01:34, time: 1.550, data_time: 0.051, memory: 28610, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1726, s0.acc: 94.0203, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2344, s1.loss_cls: 0.0823, s1.acc: 94.1752, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1120, s2.loss_cls: 0.0413, s2.acc: 93.9481, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0524, loss: 1.1332 2024-04-02 00:52:41,501 - mmdet - INFO - Epoch [8][800/7330] lr: 4.612e-06, eta: 3 days, 17:00:21, time: 1.524, data_time: 0.049, memory: 28610, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1734, s0.acc: 94.1453, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2348, s1.loss_cls: 0.0838, s1.acc: 94.1942, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1140, s2.loss_cls: 0.0418, s2.acc: 94.1764, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0539, loss: 1.1423 2024-04-02 00:53:58,242 - mmdet - INFO - Epoch [8][850/7330] lr: 4.612e-06, eta: 3 days, 16:59:09, time: 1.535, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1679, s0.acc: 94.2009, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2338, s1.loss_cls: 0.0818, s1.acc: 94.1808, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1131, s2.loss_cls: 0.0402, s2.acc: 94.1077, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0530, loss: 1.1310 2024-04-02 00:55:13,689 - mmdet - INFO - Epoch [8][900/7330] lr: 4.612e-06, eta: 3 days, 16:57:53, time: 1.509, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1797, s0.acc: 93.8745, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2376, s1.loss_cls: 0.0869, s1.acc: 93.9574, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1151, s2.loss_cls: 0.0434, s2.acc: 93.7971, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0540, loss: 1.1740 2024-04-02 00:56:28,373 - mmdet - INFO - Epoch [8][950/7330] lr: 4.612e-06, eta: 3 days, 16:56:33, time: 1.494, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1720, s0.acc: 94.0779, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2355, s1.loss_cls: 0.0830, s1.acc: 94.1645, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1132, s2.loss_cls: 0.0416, s2.acc: 93.9353, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0533, loss: 1.1481 2024-04-02 00:57:44,312 - mmdet - INFO - Epoch [8][1000/7330] lr: 4.612e-06, eta: 3 days, 16:55:19, time: 1.519, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1811, s0.acc: 93.7595, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2386, s1.loss_cls: 0.0869, s1.acc: 93.8464, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1167, s2.loss_cls: 0.0426, s2.acc: 93.8024, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0549, loss: 1.1793 2024-04-02 00:58:58,940 - mmdet - INFO - Epoch [8][1050/7330] lr: 4.612e-06, eta: 3 days, 16:53:59, time: 1.493, data_time: 0.050, memory: 28610, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1744, s0.acc: 94.0332, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2374, s1.loss_cls: 0.0838, s1.acc: 94.1532, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1129, s2.loss_cls: 0.0414, s2.acc: 93.9918, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0528, loss: 1.1536 2024-04-02 01:00:15,952 - mmdet - INFO - Epoch [8][1100/7330] lr: 4.612e-06, eta: 3 days, 16:52:49, time: 1.540, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1718, s0.acc: 94.1174, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2365, s1.loss_cls: 0.0832, s1.acc: 94.1658, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1127, s2.loss_cls: 0.0414, s2.acc: 94.0998, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0528, loss: 1.1443 2024-04-02 01:01:32,252 - mmdet - INFO - Epoch [8][1150/7330] lr: 4.612e-06, eta: 3 days, 16:51:36, time: 1.526, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1644, s0.acc: 94.2339, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2314, s1.loss_cls: 0.0801, s1.acc: 94.2365, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1109, s2.loss_cls: 0.0401, s2.acc: 94.0605, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0516, loss: 1.1184 2024-04-02 01:02:46,215 - mmdet - INFO - Epoch [8][1200/7330] lr: 4.612e-06, eta: 3 days, 16:50:13, time: 1.480, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1672, s0.acc: 94.0881, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2345, s1.loss_cls: 0.0810, s1.acc: 94.1537, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1121, s2.loss_cls: 0.0401, s2.acc: 94.0762, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0528, loss: 1.1296 2024-04-02 01:04:02,905 - mmdet - INFO - Epoch [8][1250/7330] lr: 4.612e-06, eta: 3 days, 16:49:02, time: 1.534, data_time: 0.059, memory: 28610, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1884, s0.acc: 93.5405, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2442, s1.loss_cls: 0.0913, s1.acc: 93.5482, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1179, s2.loss_cls: 0.0455, s2.acc: 93.3305, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0552, loss: 1.2119 2024-04-02 01:05:19,847 - mmdet - INFO - Epoch [8][1300/7330] lr: 4.612e-06, eta: 3 days, 16:47:51, time: 1.539, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1744, s0.acc: 94.0046, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2391, s1.loss_cls: 0.0823, s1.acc: 94.1233, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1146, s2.loss_cls: 0.0407, s2.acc: 94.0382, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0535, loss: 1.1547 2024-04-02 01:06:36,059 - mmdet - INFO - Epoch [8][1350/7330] lr: 4.612e-06, eta: 3 days, 16:46:38, time: 1.524, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1796, s0.acc: 93.8623, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2370, s1.loss_cls: 0.0857, s1.acc: 93.9530, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1139, s2.loss_cls: 0.0423, s2.acc: 93.8431, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0534, loss: 1.1800 2024-04-02 01:07:54,024 - mmdet - INFO - Epoch [8][1400/7330] lr: 4.612e-06, eta: 3 days, 16:45:32, time: 1.559, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1794, s0.acc: 93.7505, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2369, s1.loss_cls: 0.0862, s1.acc: 93.8675, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1150, s2.loss_cls: 0.0436, s2.acc: 93.6757, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0537, loss: 1.1728 2024-04-02 01:09:10,931 - mmdet - INFO - Epoch [8][1450/7330] lr: 4.612e-06, eta: 3 days, 16:44:21, time: 1.538, data_time: 0.054, memory: 28610, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1727, s0.acc: 94.1348, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2372, s1.loss_cls: 0.0851, s1.acc: 94.0083, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1143, s2.loss_cls: 0.0420, s2.acc: 93.8227, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0533, loss: 1.1395 2024-04-02 01:10:27,449 - mmdet - INFO - Epoch [8][1500/7330] lr: 4.612e-06, eta: 3 days, 16:43:09, time: 1.530, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1720, s0.acc: 94.1057, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2350, s1.loss_cls: 0.0817, s1.acc: 94.2792, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1140, s2.loss_cls: 0.0409, s2.acc: 94.0812, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0535, loss: 1.1403 2024-04-02 01:11:43,137 - mmdet - INFO - Epoch [8][1550/7330] lr: 4.612e-06, eta: 3 days, 16:41:53, time: 1.514, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1909, s0.acc: 93.5229, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2379, s1.loss_cls: 0.0929, s1.acc: 93.5883, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1162, s2.loss_cls: 0.0458, s2.acc: 93.3519, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0546, loss: 1.2101 2024-04-02 01:12:57,805 - mmdet - INFO - Epoch [8][1600/7330] lr: 4.612e-06, eta: 3 days, 16:40:34, time: 1.493, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1801, s0.acc: 93.7771, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2384, s1.loss_cls: 0.0874, s1.acc: 93.8609, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1155, s2.loss_cls: 0.0441, s2.acc: 93.6837, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0540, loss: 1.1869 2024-04-02 01:14:13,593 - mmdet - INFO - Epoch [8][1650/7330] lr: 4.612e-06, eta: 3 days, 16:39:18, time: 1.516, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1723, s0.acc: 94.1453, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2295, s1.loss_cls: 0.0830, s1.acc: 94.2285, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1113, s2.loss_cls: 0.0414, s2.acc: 94.0307, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0519, loss: 1.1233 2024-04-02 01:15:32,261 - mmdet - INFO - Epoch [8][1700/7330] lr: 4.612e-06, eta: 3 days, 16:38:15, time: 1.573, data_time: 0.050, memory: 28610, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1863, s0.acc: 93.7041, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2404, s1.loss_cls: 0.0895, s1.acc: 93.7805, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1154, s2.loss_cls: 0.0445, s2.acc: 93.6441, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0535, loss: 1.1963 2024-04-02 01:16:49,435 - mmdet - INFO - Epoch [8][1750/7330] lr: 4.612e-06, eta: 3 days, 16:37:05, time: 1.543, data_time: 0.058, memory: 28610, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1923, s0.acc: 93.5002, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2366, s1.loss_cls: 0.0921, s1.acc: 93.6259, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1141, s2.loss_cls: 0.0455, s2.acc: 93.5787, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0534, loss: 1.2159 2024-04-02 01:18:07,945 - mmdet - INFO - Epoch [8][1800/7330] lr: 4.612e-06, eta: 3 days, 16:36:01, time: 1.570, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1777, s0.acc: 93.9678, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2371, s1.loss_cls: 0.0862, s1.acc: 94.0387, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1148, s2.loss_cls: 0.0428, s2.acc: 93.8952, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0534, loss: 1.1558 2024-04-02 01:19:22,775 - mmdet - INFO - Epoch [8][1850/7330] lr: 4.612e-06, eta: 3 days, 16:34:42, time: 1.497, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1725, s0.acc: 94.1096, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2327, s1.loss_cls: 0.0830, s1.acc: 94.2050, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1128, s2.loss_cls: 0.0412, s2.acc: 94.0769, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0528, loss: 1.1347 2024-04-02 01:20:38,401 - mmdet - INFO - Epoch [8][1900/7330] lr: 4.612e-06, eta: 3 days, 16:33:26, time: 1.512, data_time: 0.053, memory: 28610, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1770, s0.acc: 93.9863, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2346, s1.loss_cls: 0.0858, s1.acc: 94.0651, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1140, s2.loss_cls: 0.0428, s2.acc: 93.9587, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0536, loss: 1.1591 2024-04-02 01:21:53,414 - mmdet - INFO - Epoch [8][1950/7330] lr: 4.612e-06, eta: 3 days, 16:32:08, time: 1.500, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1850, s0.acc: 93.6499, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2372, s1.loss_cls: 0.0904, s1.acc: 93.6880, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1144, s2.loss_cls: 0.0448, s2.acc: 93.6726, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0530, loss: 1.1911 2024-04-02 01:23:09,986 - mmdet - INFO - Epoch [8][2000/7330] lr: 4.612e-06, eta: 3 days, 16:30:55, time: 1.531, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1704, s0.acc: 94.1094, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2394, s1.loss_cls: 0.0808, s1.acc: 94.3048, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1158, s2.loss_cls: 0.0404, s2.acc: 94.1244, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0540, loss: 1.1402 2024-04-02 01:24:26,493 - mmdet - INFO - Epoch [8][2050/7330] lr: 4.612e-06, eta: 3 days, 16:29:43, time: 1.531, data_time: 0.052, memory: 28610, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1682, s0.acc: 94.2405, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2371, s1.loss_cls: 0.0812, s1.acc: 94.3808, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1154, s2.loss_cls: 0.0401, s2.acc: 94.3517, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0544, loss: 1.1269 2024-04-02 01:25:39,933 - mmdet - INFO - Epoch [8][2100/7330] lr: 4.612e-06, eta: 3 days, 16:28:19, time: 1.468, data_time: 0.061, memory: 28610, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1777, s0.acc: 93.7798, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2368, s1.loss_cls: 0.0850, s1.acc: 93.8950, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1138, s2.loss_cls: 0.0419, s2.acc: 93.7672, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0533, loss: 1.1667 2024-04-02 01:26:57,110 - mmdet - INFO - Epoch [8][2150/7330] lr: 4.612e-06, eta: 3 days, 16:27:09, time: 1.544, data_time: 0.060, memory: 28610, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1820, s0.acc: 93.7495, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2351, s1.loss_cls: 0.0863, s1.acc: 93.8754, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1130, s2.loss_cls: 0.0427, s2.acc: 93.7613, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0530, loss: 1.1734 2024-04-02 01:28:13,139 - mmdet - INFO - Epoch [8][2200/7330] lr: 4.612e-06, eta: 3 days, 16:25:55, time: 1.521, data_time: 0.049, memory: 28610, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1698, s0.acc: 93.9829, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2371, s1.loss_cls: 0.0818, s1.acc: 94.0784, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1145, s2.loss_cls: 0.0409, s2.acc: 94.0298, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0532, loss: 1.1447 2024-04-02 01:29:27,624 - mmdet - INFO - Epoch [8][2250/7330] lr: 4.612e-06, eta: 3 days, 16:24:34, time: 1.490, data_time: 0.050, memory: 28610, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1818, s0.acc: 93.7764, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2369, s1.loss_cls: 0.0878, s1.acc: 93.8531, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1159, s2.loss_cls: 0.0436, s2.acc: 93.7493, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0541, loss: 1.1698 2024-04-02 01:30:45,891 - mmdet - INFO - Epoch [8][2300/7330] lr: 4.612e-06, eta: 3 days, 16:23:29, time: 1.565, data_time: 0.055, memory: 28610, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1728, s0.acc: 94.0696, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2400, s1.loss_cls: 0.0823, s1.acc: 94.1855, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1167, s2.loss_cls: 0.0412, s2.acc: 93.9440, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0545, loss: 1.1598 2024-04-02 01:32:05,368 - mmdet - INFO - Epoch [8][2350/7330] lr: 4.612e-06, eta: 3 days, 16:22:28, time: 1.590, data_time: 0.056, memory: 28610, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1721, s0.acc: 94.0374, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2341, s1.loss_cls: 0.0833, s1.acc: 94.0429, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1126, s2.loss_cls: 0.0414, s2.acc: 93.9231, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0524, loss: 1.1418 2024-04-02 01:33:21,465 - mmdet - INFO - Epoch [8][2400/7330] lr: 4.612e-06, eta: 3 days, 16:21:14, time: 1.522, data_time: 0.051, memory: 29068, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1751, s0.acc: 93.9419, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2370, s1.loss_cls: 0.0847, s1.acc: 93.9860, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1137, s2.loss_cls: 0.0416, s2.acc: 93.9153, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0531, loss: 1.1439 2024-04-02 01:34:37,869 - mmdet - INFO - Epoch [8][2450/7330] lr: 4.612e-06, eta: 3 days, 16:20:01, time: 1.528, data_time: 0.053, memory: 29068, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1815, s0.acc: 93.8083, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2367, s1.loss_cls: 0.0863, s1.acc: 93.9424, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1157, s2.loss_cls: 0.0428, s2.acc: 93.8640, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0545, loss: 1.1712 2024-04-02 01:35:51,917 - mmdet - INFO - Epoch [8][2500/7330] lr: 4.612e-06, eta: 3 days, 16:18:39, time: 1.481, data_time: 0.052, memory: 29068, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1802, s0.acc: 93.8247, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2321, s1.loss_cls: 0.0857, s1.acc: 94.0476, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1136, s2.loss_cls: 0.0428, s2.acc: 93.8068, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0535, loss: 1.1676 2024-04-02 01:37:09,499 - mmdet - INFO - Epoch [8][2550/7330] lr: 4.612e-06, eta: 3 days, 16:17:31, time: 1.552, data_time: 0.062, memory: 29068, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1781, s0.acc: 93.8813, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2349, s1.loss_cls: 0.0855, s1.acc: 93.9927, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1147, s2.loss_cls: 0.0418, s2.acc: 93.9417, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0543, loss: 1.1631 2024-04-02 01:38:28,319 - mmdet - INFO - Epoch [8][2600/7330] lr: 4.612e-06, eta: 3 days, 16:16:28, time: 1.576, data_time: 0.055, memory: 29068, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1743, s0.acc: 93.9978, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2390, s1.loss_cls: 0.0839, s1.acc: 94.1251, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1165, s2.loss_cls: 0.0418, s2.acc: 93.9645, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0551, loss: 1.1597 2024-04-02 01:39:46,547 - mmdet - INFO - Epoch [8][2650/7330] lr: 4.612e-06, eta: 3 days, 16:15:22, time: 1.564, data_time: 0.053, memory: 29068, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1772, s0.acc: 93.9941, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2349, s1.loss_cls: 0.0847, s1.acc: 94.1553, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1142, s2.loss_cls: 0.0424, s2.acc: 94.0307, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0535, loss: 1.1589 2024-04-02 01:41:02,937 - mmdet - INFO - Epoch [8][2700/7330] lr: 4.612e-06, eta: 3 days, 16:14:09, time: 1.528, data_time: 0.048, memory: 29068, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1764, s0.acc: 94.0291, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2395, s1.loss_cls: 0.0845, s1.acc: 94.1922, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1173, s2.loss_cls: 0.0418, s2.acc: 94.0410, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0548, loss: 1.1642 2024-04-02 01:42:20,538 - mmdet - INFO - Epoch [8][2750/7330] lr: 4.612e-06, eta: 3 days, 16:13:01, time: 1.552, data_time: 0.054, memory: 29068, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1705, s0.acc: 94.1309, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2378, s1.loss_cls: 0.0825, s1.acc: 94.2413, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1148, s2.loss_cls: 0.0412, s2.acc: 93.9836, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0535, loss: 1.1372 2024-04-02 01:43:35,023 - mmdet - INFO - Epoch [8][2800/7330] lr: 4.612e-06, eta: 3 days, 16:11:41, time: 1.490, data_time: 0.057, memory: 29068, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1838, s0.acc: 93.7463, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2390, s1.loss_cls: 0.0879, s1.acc: 93.8451, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1164, s2.loss_cls: 0.0438, s2.acc: 93.6769, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0548, loss: 1.1876 2024-04-02 01:44:52,192 - mmdet - INFO - Epoch [8][2850/7330] lr: 4.612e-06, eta: 3 days, 16:10:31, time: 1.543, data_time: 0.047, memory: 29068, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1751, s0.acc: 94.0151, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2341, s1.loss_cls: 0.0828, s1.acc: 94.1899, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1139, s2.loss_cls: 0.0411, s2.acc: 94.1143, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0535, loss: 1.1514 2024-04-02 01:46:07,719 - mmdet - INFO - Epoch [8][2900/7330] lr: 4.612e-06, eta: 3 days, 16:09:14, time: 1.510, data_time: 0.052, memory: 29068, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1763, s0.acc: 94.0571, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2352, s1.loss_cls: 0.0844, s1.acc: 94.1606, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1153, s2.loss_cls: 0.0419, s2.acc: 94.0262, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0545, loss: 1.1458 2024-04-02 01:47:25,363 - mmdet - INFO - Epoch [8][2950/7330] lr: 4.612e-06, eta: 3 days, 16:08:06, time: 1.553, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1761, s0.acc: 93.9304, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2361, s1.loss_cls: 0.0851, s1.acc: 93.9971, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1149, s2.loss_cls: 0.0421, s2.acc: 93.9484, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0538, loss: 1.1480 2024-04-02 01:48:43,767 - mmdet - INFO - Epoch [8][3000/7330] lr: 4.612e-06, eta: 3 days, 16:07:01, time: 1.568, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1817, s0.acc: 93.7976, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2416, s1.loss_cls: 0.0865, s1.acc: 93.8902, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1170, s2.loss_cls: 0.0432, s2.acc: 93.7628, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0542, loss: 1.1876 2024-04-02 01:49:59,591 - mmdet - INFO - Epoch [8][3050/7330] lr: 4.612e-06, eta: 3 days, 16:05:46, time: 1.516, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1735, s0.acc: 94.1497, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2435, s1.loss_cls: 0.0837, s1.acc: 94.2443, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1193, s2.loss_cls: 0.0419, s2.acc: 94.0082, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0560, loss: 1.1651 2024-04-02 01:51:10,897 - mmdet - INFO - Epoch [8][3100/7330] lr: 4.612e-06, eta: 3 days, 16:04:13, time: 1.426, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1842, s0.acc: 93.6802, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2436, s1.loss_cls: 0.0881, s1.acc: 93.7933, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1202, s2.loss_cls: 0.0438, s2.acc: 93.6360, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0561, loss: 1.2093 2024-04-02 01:52:25,937 - mmdet - INFO - Epoch [8][3150/7330] lr: 4.612e-06, eta: 3 days, 16:02:55, time: 1.501, data_time: 0.064, memory: 29633, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1771, s0.acc: 93.9724, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2331, s1.loss_cls: 0.0854, s1.acc: 94.0313, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1137, s2.loss_cls: 0.0422, s2.acc: 93.9049, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0534, loss: 1.1531 2024-04-02 01:53:43,298 - mmdet - INFO - Epoch [8][3200/7330] lr: 4.612e-06, eta: 3 days, 16:01:46, time: 1.547, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1736, s0.acc: 94.0046, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2325, s1.loss_cls: 0.0836, s1.acc: 94.0448, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1139, s2.loss_cls: 0.0416, s2.acc: 93.8979, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0533, loss: 1.1504 2024-04-02 01:54:57,880 - mmdet - INFO - Epoch [8][3250/7330] lr: 4.612e-06, eta: 3 days, 16:00:26, time: 1.492, data_time: 0.047, memory: 29633, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1637, s0.acc: 94.2839, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2223, s1.loss_cls: 0.0796, s1.acc: 94.3342, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1092, s2.loss_cls: 0.0400, s2.acc: 94.1744, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0515, loss: 1.1064 2024-04-02 01:56:15,827 - mmdet - INFO - Epoch [8][3300/7330] lr: 4.612e-06, eta: 3 days, 15:59:19, time: 1.559, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1876, s0.acc: 93.7629, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2440, s1.loss_cls: 0.0909, s1.acc: 93.8153, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1179, s2.loss_cls: 0.0448, s2.acc: 93.8010, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0551, loss: 1.1951 2024-04-02 01:57:34,243 - mmdet - INFO - Epoch [8][3350/7330] lr: 4.612e-06, eta: 3 days, 15:58:14, time: 1.568, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1698, s0.acc: 94.0676, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2338, s1.loss_cls: 0.0819, s1.acc: 94.1486, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1123, s2.loss_cls: 0.0405, s2.acc: 94.1085, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0531, loss: 1.1354 2024-04-02 01:58:50,146 - mmdet - INFO - Epoch [8][3400/7330] lr: 4.612e-06, eta: 3 days, 15:56:59, time: 1.518, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1790, s0.acc: 93.8862, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2382, s1.loss_cls: 0.0860, s1.acc: 93.9372, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1158, s2.loss_cls: 0.0424, s2.acc: 93.8520, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0537, loss: 1.1699 2024-04-02 02:00:06,594 - mmdet - INFO - Epoch [8][3450/7330] lr: 4.612e-06, eta: 3 days, 15:55:46, time: 1.528, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1760, s0.acc: 93.9006, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2366, s1.loss_cls: 0.0834, s1.acc: 94.1108, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1155, s2.loss_cls: 0.0414, s2.acc: 94.0263, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0541, loss: 1.1713 2024-04-02 02:01:18,742 - mmdet - INFO - Epoch [8][3500/7330] lr: 4.612e-06, eta: 3 days, 15:54:17, time: 1.443, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1694, s0.acc: 94.2827, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2386, s1.loss_cls: 0.0800, s1.acc: 94.4924, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1168, s2.loss_cls: 0.0400, s2.acc: 94.3162, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0545, loss: 1.1334 2024-04-02 02:02:38,808 - mmdet - INFO - Epoch [8][3550/7330] lr: 4.612e-06, eta: 3 days, 15:53:18, time: 1.601, data_time: 0.064, memory: 29633, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1800, s0.acc: 93.8765, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2376, s1.loss_cls: 0.0862, s1.acc: 94.0519, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1148, s2.loss_cls: 0.0425, s2.acc: 94.0383, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0535, loss: 1.1700 2024-04-02 02:03:53,075 - mmdet - INFO - Epoch [8][3600/7330] lr: 4.612e-06, eta: 3 days, 15:51:57, time: 1.485, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1825, s0.acc: 93.7908, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2396, s1.loss_cls: 0.0865, s1.acc: 93.9603, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1157, s2.loss_cls: 0.0428, s2.acc: 93.8572, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0546, loss: 1.1799 2024-04-02 02:05:11,305 - mmdet - INFO - Epoch [8][3650/7330] lr: 4.612e-06, eta: 3 days, 15:50:51, time: 1.565, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1706, s0.acc: 94.0947, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2412, s1.loss_cls: 0.0824, s1.acc: 94.1978, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1185, s2.loss_cls: 0.0411, s2.acc: 94.0778, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0557, loss: 1.1626 2024-04-02 02:06:32,532 - mmdet - INFO - Epoch [8][3700/7330] lr: 4.612e-06, eta: 3 days, 15:49:56, time: 1.624, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1747, s0.acc: 93.9673, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2311, s1.loss_cls: 0.0859, s1.acc: 93.8684, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1124, s2.loss_cls: 0.0427, s2.acc: 93.8510, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0529, loss: 1.1463 2024-04-02 02:07:46,090 - mmdet - INFO - Epoch [8][3750/7330] lr: 4.612e-06, eta: 3 days, 15:48:33, time: 1.471, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1717, s0.acc: 94.0408, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2365, s1.loss_cls: 0.0832, s1.acc: 94.0522, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1136, s2.loss_cls: 0.0413, s2.acc: 93.8407, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0531, loss: 1.1562 2024-04-02 02:09:01,148 - mmdet - INFO - Epoch [8][3800/7330] lr: 4.612e-06, eta: 3 days, 15:47:15, time: 1.501, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1658, s0.acc: 94.3064, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2326, s1.loss_cls: 0.0805, s1.acc: 94.2843, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1123, s2.loss_cls: 0.0403, s2.acc: 94.1098, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0527, loss: 1.1250 2024-04-02 02:10:15,262 - mmdet - INFO - Epoch [8][3850/7330] lr: 4.612e-06, eta: 3 days, 15:45:53, time: 1.482, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1687, s0.acc: 94.1470, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2384, s1.loss_cls: 0.0808, s1.acc: 94.2491, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1151, s2.loss_cls: 0.0402, s2.acc: 94.1268, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0542, loss: 1.1454 2024-04-02 02:11:29,752 - mmdet - INFO - Epoch [8][3900/7330] lr: 4.612e-06, eta: 3 days, 15:44:33, time: 1.489, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1792, s0.acc: 93.8435, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2340, s1.loss_cls: 0.0862, s1.acc: 93.9405, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1137, s2.loss_cls: 0.0424, s2.acc: 93.8793, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0534, loss: 1.1703 2024-04-02 02:12:45,613 - mmdet - INFO - Epoch [8][3950/7330] lr: 4.612e-06, eta: 3 days, 15:43:18, time: 1.518, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1799, s0.acc: 93.7827, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2366, s1.loss_cls: 0.0877, s1.acc: 93.7819, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1148, s2.loss_cls: 0.0432, s2.acc: 93.7139, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0534, loss: 1.1795 2024-04-02 02:14:04,434 - mmdet - INFO - Epoch [8][4000/7330] lr: 4.612e-06, eta: 3 days, 15:42:14, time: 1.576, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1762, s0.acc: 93.9990, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2359, s1.loss_cls: 0.0847, s1.acc: 94.0974, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1140, s2.loss_cls: 0.0417, s2.acc: 94.0091, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0531, loss: 1.1589 2024-04-02 02:15:16,943 - mmdet - INFO - Epoch [8][4050/7330] lr: 4.612e-06, eta: 3 days, 15:40:46, time: 1.450, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1758, s0.acc: 94.0032, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2310, s1.loss_cls: 0.0848, s1.acc: 94.0982, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1122, s2.loss_cls: 0.0425, s2.acc: 93.9657, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0524, loss: 1.1435 2024-04-02 02:16:33,303 - mmdet - INFO - Epoch [8][4100/7330] lr: 4.612e-06, eta: 3 days, 15:39:33, time: 1.528, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1707, s0.acc: 94.0732, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2329, s1.loss_cls: 0.0806, s1.acc: 94.2506, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1140, s2.loss_cls: 0.0402, s2.acc: 94.2152, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0534, loss: 1.1419 2024-04-02 02:17:49,343 - mmdet - INFO - Epoch [8][4150/7330] lr: 4.612e-06, eta: 3 days, 15:38:19, time: 1.521, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1755, s0.acc: 94.0596, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2304, s1.loss_cls: 0.0844, s1.acc: 94.2579, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1136, s2.loss_cls: 0.0420, s2.acc: 94.1014, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0537, loss: 1.1326 2024-04-02 02:19:06,484 - mmdet - INFO - Epoch [8][4200/7330] lr: 4.612e-06, eta: 3 days, 15:37:08, time: 1.542, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1824, s0.acc: 93.8945, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2356, s1.loss_cls: 0.0862, s1.acc: 94.0140, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1154, s2.loss_cls: 0.0425, s2.acc: 93.8680, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0543, loss: 1.1710 2024-04-02 02:20:21,546 - mmdet - INFO - Epoch [8][4250/7330] lr: 4.612e-06, eta: 3 days, 15:35:50, time: 1.502, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1799, s0.acc: 93.8474, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2376, s1.loss_cls: 0.0863, s1.acc: 93.9646, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1164, s2.loss_cls: 0.0431, s2.acc: 93.7841, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0550, loss: 1.1776 2024-04-02 02:21:37,619 - mmdet - INFO - Epoch [8][4300/7330] lr: 4.612e-06, eta: 3 days, 15:34:36, time: 1.521, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1733, s0.acc: 94.2375, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2333, s1.loss_cls: 0.0817, s1.acc: 94.4104, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1150, s2.loss_cls: 0.0410, s2.acc: 94.2025, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0536, loss: 1.1431 2024-04-02 02:22:53,887 - mmdet - INFO - Epoch [8][4350/7330] lr: 4.612e-06, eta: 3 days, 15:33:23, time: 1.525, data_time: 0.065, memory: 29633, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1707, s0.acc: 94.0393, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2307, s1.loss_cls: 0.0828, s1.acc: 94.0747, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1123, s2.loss_cls: 0.0414, s2.acc: 93.9142, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0523, loss: 1.1415 2024-04-02 02:24:12,948 - mmdet - INFO - Epoch [8][4400/7330] lr: 4.612e-06, eta: 3 days, 15:32:19, time: 1.581, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1758, s0.acc: 93.9016, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2425, s1.loss_cls: 0.0834, s1.acc: 94.0286, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1166, s2.loss_cls: 0.0422, s2.acc: 93.7982, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0547, loss: 1.1708 2024-04-02 02:25:25,535 - mmdet - INFO - Epoch [8][4450/7330] lr: 4.612e-06, eta: 3 days, 15:30:52, time: 1.452, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1684, s0.acc: 94.2544, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2309, s1.loss_cls: 0.0811, s1.acc: 94.2732, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1136, s2.loss_cls: 0.0407, s2.acc: 94.1287, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0532, loss: 1.1256 2024-04-02 02:26:44,231 - mmdet - INFO - Epoch [8][4500/7330] lr: 4.612e-06, eta: 3 days, 15:29:48, time: 1.574, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1762, s0.acc: 94.0259, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2357, s1.loss_cls: 0.0841, s1.acc: 94.2200, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1151, s2.loss_cls: 0.0412, s2.acc: 94.1094, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0535, loss: 1.1497 2024-04-02 02:27:58,913 - mmdet - INFO - Epoch [8][4550/7330] lr: 4.612e-06, eta: 3 days, 15:28:28, time: 1.494, data_time: 0.063, memory: 29633, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1690, s0.acc: 94.2378, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2374, s1.loss_cls: 0.0799, s1.acc: 94.3828, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1167, s2.loss_cls: 0.0395, s2.acc: 94.2678, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0549, loss: 1.1380 2024-04-02 02:29:16,129 - mmdet - INFO - Epoch [8][4600/7330] lr: 4.612e-06, eta: 3 days, 15:27:18, time: 1.544, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1804, s0.acc: 93.9187, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2319, s1.loss_cls: 0.0848, s1.acc: 94.0276, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1136, s2.loss_cls: 0.0420, s2.acc: 94.0177, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0532, loss: 1.1654 2024-04-02 02:30:31,595 - mmdet - INFO - Epoch [8][4650/7330] lr: 4.612e-06, eta: 3 days, 15:26:02, time: 1.509, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1712, s0.acc: 94.1411, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2307, s1.loss_cls: 0.0823, s1.acc: 94.2615, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1137, s2.loss_cls: 0.0413, s2.acc: 94.0958, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0535, loss: 1.1383 2024-04-02 02:31:46,730 - mmdet - INFO - Epoch [8][4700/7330] lr: 4.612e-06, eta: 3 days, 15:24:44, time: 1.503, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1793, s0.acc: 93.8840, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2411, s1.loss_cls: 0.0867, s1.acc: 93.9532, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1167, s2.loss_cls: 0.0430, s2.acc: 93.8555, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0543, loss: 1.1751 2024-04-02 02:33:03,328 - mmdet - INFO - Epoch [8][4750/7330] lr: 4.612e-06, eta: 3 days, 15:23:32, time: 1.532, data_time: 0.068, memory: 29633, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1814, s0.acc: 93.7473, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2376, s1.loss_cls: 0.0865, s1.acc: 93.8634, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1156, s2.loss_cls: 0.0424, s2.acc: 93.7548, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0540, loss: 1.1824 2024-04-02 02:34:20,515 - mmdet - INFO - Epoch [8][4800/7330] lr: 4.612e-06, eta: 3 days, 15:22:21, time: 1.544, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1810, s0.acc: 93.8923, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2465, s1.loss_cls: 0.0878, s1.acc: 93.8992, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1182, s2.loss_cls: 0.0433, s2.acc: 93.8575, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0554, loss: 1.1867 2024-04-02 02:35:35,708 - mmdet - INFO - Epoch [8][4850/7330] lr: 4.612e-06, eta: 3 days, 15:21:04, time: 1.504, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1802, s0.acc: 93.8733, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2339, s1.loss_cls: 0.0871, s1.acc: 93.9441, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1131, s2.loss_cls: 0.0431, s2.acc: 93.8814, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0532, loss: 1.1576 2024-04-02 02:36:53,382 - mmdet - INFO - Epoch [8][4900/7330] lr: 4.612e-06, eta: 3 days, 15:19:55, time: 1.553, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1844, s0.acc: 93.7888, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2343, s1.loss_cls: 0.0887, s1.acc: 93.8877, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1136, s2.loss_cls: 0.0434, s2.acc: 93.7851, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0535, loss: 1.1727 2024-04-02 02:38:11,736 - mmdet - INFO - Epoch [8][4950/7330] lr: 4.612e-06, eta: 3 days, 15:18:50, time: 1.567, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1738, s0.acc: 94.0889, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2367, s1.loss_cls: 0.0846, s1.acc: 94.1068, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1148, s2.loss_cls: 0.0424, s2.acc: 94.0412, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0534, loss: 1.1682 2024-04-02 02:39:29,743 - mmdet - INFO - Epoch [8][5000/7330] lr: 4.612e-06, eta: 3 days, 15:17:42, time: 1.560, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1762, s0.acc: 93.9802, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2413, s1.loss_cls: 0.0846, s1.acc: 94.0702, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1160, s2.loss_cls: 0.0421, s2.acc: 93.9407, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0541, loss: 1.1722 2024-04-02 02:40:42,139 - mmdet - INFO - Epoch [8][5050/7330] lr: 4.612e-06, eta: 3 days, 15:16:14, time: 1.448, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1812, s0.acc: 93.8032, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2412, s1.loss_cls: 0.0880, s1.acc: 93.9598, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1180, s2.loss_cls: 0.0441, s2.acc: 93.6191, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0552, loss: 1.1886 2024-04-02 02:41:56,430 - mmdet - INFO - Epoch [8][5100/7330] lr: 4.612e-06, eta: 3 days, 15:14:54, time: 1.486, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1791, s0.acc: 94.0613, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2321, s1.loss_cls: 0.0859, s1.acc: 94.1466, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1138, s2.loss_cls: 0.0419, s2.acc: 94.0279, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0536, loss: 1.1459 2024-04-02 02:43:09,842 - mmdet - INFO - Epoch [8][5150/7330] lr: 4.612e-06, eta: 3 days, 15:13:30, time: 1.468, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1840, s0.acc: 93.8091, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2429, s1.loss_cls: 0.0883, s1.acc: 93.9078, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1173, s2.loss_cls: 0.0441, s2.acc: 93.8645, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0548, loss: 1.1981 2024-04-02 02:44:22,949 - mmdet - INFO - Epoch [8][5200/7330] lr: 4.612e-06, eta: 3 days, 15:12:04, time: 1.462, data_time: 0.046, memory: 29633, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1729, s0.acc: 94.1333, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2354, s1.loss_cls: 0.0830, s1.acc: 94.1215, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1144, s2.loss_cls: 0.0409, s2.acc: 94.1266, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0539, loss: 1.1359 2024-04-02 02:45:34,037 - mmdet - INFO - Epoch [8][5250/7330] lr: 4.612e-06, eta: 3 days, 15:10:32, time: 1.421, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1806, s0.acc: 93.9375, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2379, s1.loss_cls: 0.0868, s1.acc: 94.0864, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1166, s2.loss_cls: 0.0429, s2.acc: 93.9504, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0551, loss: 1.1703 2024-04-02 02:46:46,714 - mmdet - INFO - Epoch [8][5300/7330] lr: 4.612e-06, eta: 3 days, 15:09:05, time: 1.454, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1830, s0.acc: 93.8706, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2368, s1.loss_cls: 0.0883, s1.acc: 94.0133, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1156, s2.loss_cls: 0.0440, s2.acc: 93.8722, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0545, loss: 1.1662 2024-04-02 02:48:05,170 - mmdet - INFO - Epoch [8][5350/7330] lr: 4.612e-06, eta: 3 days, 15:07:59, time: 1.569, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1803, s0.acc: 93.7830, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2360, s1.loss_cls: 0.0856, s1.acc: 93.9567, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1159, s2.loss_cls: 0.0427, s2.acc: 93.7786, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0542, loss: 1.1696 2024-04-02 02:49:20,915 - mmdet - INFO - Epoch [8][5400/7330] lr: 4.612e-06, eta: 3 days, 15:06:44, time: 1.515, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1794, s0.acc: 93.9636, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2362, s1.loss_cls: 0.0856, s1.acc: 94.0908, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1152, s2.loss_cls: 0.0427, s2.acc: 93.9457, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0541, loss: 1.1679 2024-04-02 02:50:40,661 - mmdet - INFO - Epoch [8][5450/7330] lr: 4.612e-06, eta: 3 days, 15:05:43, time: 1.595, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1827, s0.acc: 93.7373, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2398, s1.loss_cls: 0.0881, s1.acc: 93.8363, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1148, s2.loss_cls: 0.0436, s2.acc: 93.7348, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0536, loss: 1.1853 2024-04-02 02:51:55,747 - mmdet - INFO - Epoch [8][5500/7330] lr: 4.612e-06, eta: 3 days, 15:04:25, time: 1.502, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1744, s0.acc: 94.0566, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2353, s1.loss_cls: 0.0828, s1.acc: 94.2277, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1147, s2.loss_cls: 0.0413, s2.acc: 94.0890, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0541, loss: 1.1579 2024-04-02 02:53:07,748 - mmdet - INFO - Epoch [8][5550/7330] lr: 4.612e-06, eta: 3 days, 15:02:56, time: 1.440, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1735, s0.acc: 94.1956, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2360, s1.loss_cls: 0.0838, s1.acc: 94.2525, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1144, s2.loss_cls: 0.0419, s2.acc: 93.9942, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0539, loss: 1.1364 2024-04-02 02:54:23,743 - mmdet - INFO - Epoch [8][5600/7330] lr: 4.612e-06, eta: 3 days, 15:01:42, time: 1.520, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1811, s0.acc: 93.9658, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2372, s1.loss_cls: 0.0873, s1.acc: 94.0523, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1152, s2.loss_cls: 0.0434, s2.acc: 93.8042, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0537, loss: 1.1792 2024-04-02 02:55:40,944 - mmdet - INFO - Epoch [8][5650/7330] lr: 4.612e-06, eta: 3 days, 15:00:31, time: 1.544, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1732, s0.acc: 94.1555, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2415, s1.loss_cls: 0.0827, s1.acc: 94.2522, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1174, s2.loss_cls: 0.0409, s2.acc: 94.1360, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0554, loss: 1.1457 2024-04-02 02:56:57,720 - mmdet - INFO - Epoch [8][5700/7330] lr: 4.612e-06, eta: 3 days, 14:59:20, time: 1.536, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1763, s0.acc: 93.9248, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2350, s1.loss_cls: 0.0868, s1.acc: 93.8988, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1151, s2.loss_cls: 0.0430, s2.acc: 93.7642, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0535, loss: 1.1499 2024-04-02 02:58:15,210 - mmdet - INFO - Epoch [8][5750/7330] lr: 4.612e-06, eta: 3 days, 14:58:10, time: 1.549, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1879, s0.acc: 93.7148, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2380, s1.loss_cls: 0.0883, s1.acc: 93.8873, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1165, s2.loss_cls: 0.0437, s2.acc: 93.8110, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0543, loss: 1.1889 2024-04-02 02:59:30,937 - mmdet - INFO - Epoch [8][5800/7330] lr: 4.612e-06, eta: 3 days, 14:56:55, time: 1.515, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1799, s0.acc: 93.9470, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2403, s1.loss_cls: 0.0845, s1.acc: 94.1507, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1159, s2.loss_cls: 0.0414, s2.acc: 94.1357, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0538, loss: 1.1706 2024-04-02 03:00:46,226 - mmdet - INFO - Epoch [8][5850/7330] lr: 4.612e-06, eta: 3 days, 14:55:38, time: 1.506, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1640, s0.acc: 94.3298, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2316, s1.loss_cls: 0.0795, s1.acc: 94.3932, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1123, s2.loss_cls: 0.0396, s2.acc: 94.2349, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0523, loss: 1.1088 2024-04-02 03:02:01,586 - mmdet - INFO - Epoch [8][5900/7330] lr: 4.612e-06, eta: 3 days, 14:54:21, time: 1.507, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1815, s0.acc: 93.8257, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2371, s1.loss_cls: 0.0874, s1.acc: 93.8128, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1166, s2.loss_cls: 0.0436, s2.acc: 93.6841, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0545, loss: 1.1719 2024-04-02 03:03:18,574 - mmdet - INFO - Epoch [8][5950/7330] lr: 4.612e-06, eta: 3 days, 14:53:10, time: 1.540, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1809, s0.acc: 93.8613, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2398, s1.loss_cls: 0.0870, s1.acc: 93.9415, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1168, s2.loss_cls: 0.0432, s2.acc: 93.8179, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0543, loss: 1.1842 2024-04-02 03:04:32,357 - mmdet - INFO - Epoch [8][6000/7330] lr: 4.612e-06, eta: 3 days, 14:51:47, time: 1.476, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1849, s0.acc: 93.6482, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2392, s1.loss_cls: 0.0891, s1.acc: 93.7678, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1170, s2.loss_cls: 0.0447, s2.acc: 93.5227, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0547, loss: 1.2049 2024-04-02 03:05:48,244 - mmdet - INFO - Epoch [8][6050/7330] lr: 4.612e-06, eta: 3 days, 14:50:32, time: 1.518, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1900, s0.acc: 93.6067, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2408, s1.loss_cls: 0.0899, s1.acc: 93.7463, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1172, s2.loss_cls: 0.0439, s2.acc: 93.6780, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0550, loss: 1.2016 2024-04-02 03:07:05,312 - mmdet - INFO - Epoch [8][6100/7330] lr: 4.612e-06, eta: 3 days, 14:49:21, time: 1.541, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1862, s0.acc: 93.7751, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2410, s1.loss_cls: 0.0889, s1.acc: 93.9830, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1159, s2.loss_cls: 0.0433, s2.acc: 93.9280, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0542, loss: 1.1916 2024-04-02 03:08:20,241 - mmdet - INFO - Epoch [8][6150/7330] lr: 4.612e-06, eta: 3 days, 14:48:03, time: 1.499, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1889, s0.acc: 93.7029, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2355, s1.loss_cls: 0.0894, s1.acc: 93.8356, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1159, s2.loss_cls: 0.0441, s2.acc: 93.7094, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0539, loss: 1.1868 2024-04-02 03:09:37,345 - mmdet - INFO - Epoch [8][6200/7330] lr: 4.612e-06, eta: 3 days, 14:46:52, time: 1.542, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1806, s0.acc: 93.8042, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2402, s1.loss_cls: 0.0861, s1.acc: 93.8899, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1169, s2.loss_cls: 0.0428, s2.acc: 93.8319, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0548, loss: 1.1822 2024-04-02 03:10:51,955 - mmdet - INFO - Epoch [8][6250/7330] lr: 4.612e-06, eta: 3 days, 14:45:33, time: 1.492, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1792, s0.acc: 93.9619, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2399, s1.loss_cls: 0.0859, s1.acc: 94.0037, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1170, s2.loss_cls: 0.0425, s2.acc: 93.7991, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0546, loss: 1.1739 2024-04-02 03:12:07,447 - mmdet - INFO - Epoch [8][6300/7330] lr: 4.612e-06, eta: 3 days, 14:44:16, time: 1.510, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1755, s0.acc: 93.9812, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2361, s1.loss_cls: 0.0849, s1.acc: 94.1142, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1144, s2.loss_cls: 0.0422, s2.acc: 93.8793, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0538, loss: 1.1582 2024-04-02 03:13:22,438 - mmdet - INFO - Epoch [8][6350/7330] lr: 4.612e-06, eta: 3 days, 14:42:58, time: 1.500, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1718, s0.acc: 94.1802, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2371, s1.loss_cls: 0.0828, s1.acc: 94.2304, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1161, s2.loss_cls: 0.0412, s2.acc: 94.0983, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0547, loss: 1.1418 2024-04-02 03:14:37,638 - mmdet - INFO - Epoch [8][6400/7330] lr: 4.612e-06, eta: 3 days, 14:41:41, time: 1.504, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1782, s0.acc: 94.0269, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2354, s1.loss_cls: 0.0860, s1.acc: 94.1131, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1153, s2.loss_cls: 0.0424, s2.acc: 94.0391, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0545, loss: 1.1567 2024-04-02 03:15:52,935 - mmdet - INFO - Epoch [8][6450/7330] lr: 4.612e-06, eta: 3 days, 14:40:24, time: 1.506, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1777, s0.acc: 93.9141, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2314, s1.loss_cls: 0.0868, s1.acc: 93.9039, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1137, s2.loss_cls: 0.0433, s2.acc: 93.7834, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0536, loss: 1.1611 2024-04-02 03:17:07,869 - mmdet - INFO - Epoch [8][6500/7330] lr: 4.612e-06, eta: 3 days, 14:39:05, time: 1.499, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1833, s0.acc: 93.6570, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2390, s1.loss_cls: 0.0888, s1.acc: 93.7060, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1168, s2.loss_cls: 0.0440, s2.acc: 93.5019, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0549, loss: 1.1863 2024-04-02 03:18:21,303 - mmdet - INFO - Epoch [8][6550/7330] lr: 4.612e-06, eta: 3 days, 14:37:42, time: 1.469, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1828, s0.acc: 93.8406, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2355, s1.loss_cls: 0.0887, s1.acc: 93.9160, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1152, s2.loss_cls: 0.0444, s2.acc: 93.6816, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0540, loss: 1.1778 2024-04-02 03:19:37,577 - mmdet - INFO - Epoch [8][6600/7330] lr: 4.612e-06, eta: 3 days, 14:36:28, time: 1.526, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1822, s0.acc: 93.8682, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2362, s1.loss_cls: 0.0881, s1.acc: 93.8815, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1151, s2.loss_cls: 0.0434, s2.acc: 93.8479, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0542, loss: 1.1674 2024-04-02 03:20:50,123 - mmdet - INFO - Epoch [8][6650/7330] lr: 4.612e-06, eta: 3 days, 14:35:01, time: 1.451, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1692, s0.acc: 94.1460, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2354, s1.loss_cls: 0.0825, s1.acc: 94.2013, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1131, s2.loss_cls: 0.0411, s2.acc: 94.0417, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0530, loss: 1.1310 2024-04-02 03:22:04,212 - mmdet - INFO - Epoch [8][6700/7330] lr: 4.612e-06, eta: 3 days, 14:33:40, time: 1.482, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1721, s0.acc: 94.1182, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2428, s1.loss_cls: 0.0831, s1.acc: 94.1801, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1172, s2.loss_cls: 0.0414, s2.acc: 94.0950, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0544, loss: 1.1578 2024-04-02 03:23:19,699 - mmdet - INFO - Epoch [8][6750/7330] lr: 4.612e-06, eta: 3 days, 14:32:23, time: 1.510, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1783, s0.acc: 93.9016, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2346, s1.loss_cls: 0.0867, s1.acc: 93.9091, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1135, s2.loss_cls: 0.0428, s2.acc: 93.7479, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0528, loss: 1.1558 2024-04-02 03:24:34,729 - mmdet - INFO - Epoch [8][6800/7330] lr: 4.612e-06, eta: 3 days, 14:31:05, time: 1.501, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1666, s0.acc: 94.2649, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2358, s1.loss_cls: 0.0807, s1.acc: 94.3233, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1145, s2.loss_cls: 0.0408, s2.acc: 94.1082, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0537, loss: 1.1315 2024-04-02 03:25:51,502 - mmdet - INFO - Epoch [8][6850/7330] lr: 4.612e-06, eta: 3 days, 14:29:54, time: 1.535, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1739, s0.acc: 94.0234, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2376, s1.loss_cls: 0.0842, s1.acc: 94.0133, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1154, s2.loss_cls: 0.0423, s2.acc: 93.7975, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0539, loss: 1.1551 2024-04-02 03:27:05,548 - mmdet - INFO - Epoch [8][6900/7330] lr: 4.612e-06, eta: 3 days, 14:28:32, time: 1.481, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1805, s0.acc: 93.9128, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2367, s1.loss_cls: 0.0873, s1.acc: 94.0595, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1138, s2.loss_cls: 0.0434, s2.acc: 93.8963, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0528, loss: 1.1647 2024-04-02 03:28:19,636 - mmdet - INFO - Epoch [8][6950/7330] lr: 4.612e-06, eta: 3 days, 14:27:11, time: 1.482, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1651, s0.acc: 94.3589, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2384, s1.loss_cls: 0.0809, s1.acc: 94.3532, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1149, s2.loss_cls: 0.0404, s2.acc: 94.1447, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0536, loss: 1.1112 2024-04-02 03:29:33,530 - mmdet - INFO - Epoch [8][7000/7330] lr: 4.612e-06, eta: 3 days, 14:25:49, time: 1.478, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1853, s0.acc: 93.7854, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2387, s1.loss_cls: 0.0879, s1.acc: 93.9052, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1168, s2.loss_cls: 0.0438, s2.acc: 93.7507, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0542, loss: 1.1819 2024-04-02 03:30:44,122 - mmdet - INFO - Epoch [8][7050/7330] lr: 4.612e-06, eta: 3 days, 14:24:15, time: 1.412, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1720, s0.acc: 94.1501, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2347, s1.loss_cls: 0.0808, s1.acc: 94.3952, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1147, s2.loss_cls: 0.0402, s2.acc: 94.2757, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0537, loss: 1.1375 2024-04-02 03:31:58,215 - mmdet - INFO - Epoch [8][7100/7330] lr: 4.612e-06, eta: 3 days, 14:22:54, time: 1.482, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1759, s0.acc: 94.0461, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2381, s1.loss_cls: 0.0847, s1.acc: 94.0934, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1160, s2.loss_cls: 0.0423, s2.acc: 93.9048, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0543, loss: 1.1588 2024-04-02 03:33:12,730 - mmdet - INFO - Epoch [8][7150/7330] lr: 4.612e-06, eta: 3 days, 14:21:34, time: 1.490, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1738, s0.acc: 93.9785, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2372, s1.loss_cls: 0.0838, s1.acc: 94.1284, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1172, s2.loss_cls: 0.0419, s2.acc: 93.9685, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0551, loss: 1.1616 2024-04-02 03:34:27,763 - mmdet - INFO - Epoch [8][7200/7330] lr: 4.612e-06, eta: 3 days, 14:20:16, time: 1.500, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1798, s0.acc: 93.9614, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2359, s1.loss_cls: 0.0872, s1.acc: 94.0229, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1159, s2.loss_cls: 0.0433, s2.acc: 93.9024, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0543, loss: 1.1623 2024-04-02 03:35:40,124 - mmdet - INFO - Epoch [8][7250/7330] lr: 4.612e-06, eta: 3 days, 14:18:49, time: 1.447, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1794, s0.acc: 93.9167, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2331, s1.loss_cls: 0.0863, s1.acc: 93.9314, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1143, s2.loss_cls: 0.0434, s2.acc: 93.6732, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0540, loss: 1.1680 2024-04-02 03:36:55,345 - mmdet - INFO - Epoch [8][7300/7330] lr: 4.612e-06, eta: 3 days, 14:17:32, time: 1.504, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1808, s0.acc: 93.8118, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2381, s1.loss_cls: 0.0855, s1.acc: 93.9319, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1171, s2.loss_cls: 0.0426, s2.acc: 93.7830, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0552, loss: 1.1858 2024-04-02 03:37:38,389 - mmdet - INFO - Saving checkpoint at 8 epochs 2024-04-02 03:45:49,312 - mmdet - INFO - Evaluating bbox... 2024-04-02 03:46:37,486 - 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 ] = 0.668 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.521 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.305 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.526 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 ] = 0.625 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 ] = 0.444 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.670 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.766 2024-04-02 03:46:37,486 - mmdet - INFO - Evaluating segm... 2024-04-02 03:47:27,915 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.418 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.642 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.454 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.212 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.456 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.601 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 ] = 0.355 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 ] = 0.700 2024-04-02 03:47:28,593 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-02 03:47:28,595 - mmdet - INFO - Epoch(val) [8][1250] bbox_mAP: 0.4810, bbox_mAP_50: 0.6680, bbox_mAP_75: 0.5210, bbox_mAP_s: 0.3050, bbox_mAP_m: 0.5260, bbox_mAP_l: 0.6230, bbox_mAP_copypaste: 0.481 0.668 0.521 0.305 0.526 0.623, segm_mAP: 0.4180, segm_mAP_50: 0.6420, segm_mAP_75: 0.4540, segm_mAP_s: 0.2120, segm_mAP_m: 0.4560, segm_mAP_l: 0.6010, segm_mAP_copypaste: 0.418 0.642 0.454 0.212 0.456 0.601 2024-04-02 03:48:46,517 - mmdet - INFO - Epoch [9][50/7330] lr: 4.612e-06, eta: 3 days, 14:13:00, time: 1.558, data_time: 0.119, memory: 29633, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1740, s0.acc: 94.1982, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2342, s1.loss_cls: 0.0825, s1.acc: 94.2643, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1136, s2.loss_cls: 0.0404, s2.acc: 94.2005, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0533, loss: 1.1332 2024-04-02 03:49:58,327 - mmdet - INFO - Epoch [9][100/7330] lr: 4.612e-06, eta: 3 days, 14:11:31, time: 1.436, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1794, s0.acc: 94.0300, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2305, s1.loss_cls: 0.0866, s1.acc: 94.0538, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1139, s2.loss_cls: 0.0423, s2.acc: 93.9425, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0532, loss: 1.1579 2024-04-02 03:51:16,376 - mmdet - INFO - Epoch [9][150/7330] lr: 4.612e-06, eta: 3 days, 14:10:23, time: 1.560, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1781, s0.acc: 93.9648, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2309, s1.loss_cls: 0.0844, s1.acc: 94.1022, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1129, s2.loss_cls: 0.0413, s2.acc: 94.0612, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0528, loss: 1.1492 2024-04-02 03:52:31,358 - mmdet - INFO - Epoch [9][200/7330] lr: 4.612e-06, eta: 3 days, 14:09:06, time: 1.500, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1709, s0.acc: 94.1575, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2339, s1.loss_cls: 0.0822, s1.acc: 94.3280, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1148, s2.loss_cls: 0.0410, s2.acc: 94.1505, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0541, loss: 1.1396 2024-04-02 03:53:50,737 - mmdet - INFO - Epoch [9][250/7330] lr: 4.612e-06, eta: 3 days, 14:08:03, time: 1.588, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1748, s0.acc: 94.0559, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2359, s1.loss_cls: 0.0831, s1.acc: 94.2421, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1147, s2.loss_cls: 0.0414, s2.acc: 94.0782, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0536, loss: 1.1495 2024-04-02 03:55:05,458 - mmdet - INFO - Epoch [9][300/7330] lr: 4.612e-06, eta: 3 days, 14:06:44, time: 1.494, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1748, s0.acc: 93.9797, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2314, s1.loss_cls: 0.0845, s1.acc: 94.0762, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1133, s2.loss_cls: 0.0421, s2.acc: 93.8827, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0527, loss: 1.1478 2024-04-02 03:56:20,280 - mmdet - INFO - Epoch [9][350/7330] lr: 4.612e-06, eta: 3 days, 14:05:26, time: 1.496, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1701, s0.acc: 94.1143, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2328, s1.loss_cls: 0.0812, s1.acc: 94.3265, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1142, s2.loss_cls: 0.0394, s2.acc: 94.3315, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0537, loss: 1.1313 2024-04-02 03:57:37,021 - mmdet - INFO - Epoch [9][400/7330] lr: 4.612e-06, eta: 3 days, 14:04:14, time: 1.535, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1748, s0.acc: 94.0398, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2379, s1.loss_cls: 0.0834, s1.acc: 94.1713, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1169, s2.loss_cls: 0.0406, s2.acc: 94.1547, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0548, loss: 1.1665 2024-04-02 03:58:52,288 - mmdet - INFO - Epoch [9][450/7330] lr: 4.612e-06, eta: 3 days, 14:02:57, time: 1.505, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1744, s0.acc: 94.0298, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2429, s1.loss_cls: 0.0825, s1.acc: 94.1749, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1177, s2.loss_cls: 0.0404, s2.acc: 94.1933, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0555, loss: 1.1721 2024-04-02 04:00:07,042 - mmdet - INFO - Epoch [9][500/7330] lr: 4.612e-06, eta: 3 days, 14:01:38, time: 1.495, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1751, s0.acc: 93.9851, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2355, s1.loss_cls: 0.0837, s1.acc: 94.0912, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1148, s2.loss_cls: 0.0409, s2.acc: 94.0863, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0539, loss: 1.1602 2024-04-02 04:01:21,276 - mmdet - INFO - Epoch [9][550/7330] lr: 4.612e-06, eta: 3 days, 14:00:18, time: 1.485, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1727, s0.acc: 94.0266, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2335, s1.loss_cls: 0.0833, s1.acc: 94.1292, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1152, s2.loss_cls: 0.0414, s2.acc: 94.0326, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0540, loss: 1.1553 2024-04-02 04:02:38,369 - mmdet - INFO - Epoch [9][600/7330] lr: 4.612e-06, eta: 3 days, 13:59:07, time: 1.542, data_time: 0.063, memory: 29633, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1821, s0.acc: 93.7239, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2341, s1.loss_cls: 0.0872, s1.acc: 93.8165, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1141, s2.loss_cls: 0.0434, s2.acc: 93.6772, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0532, loss: 1.1799 2024-04-02 04:03:55,262 - mmdet - INFO - Epoch [9][650/7330] lr: 4.612e-06, eta: 3 days, 13:57:56, time: 1.538, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1641, s0.acc: 94.4526, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2296, s1.loss_cls: 0.0778, s1.acc: 94.5644, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1132, s2.loss_cls: 0.0385, s2.acc: 94.4593, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0534, loss: 1.1065 2024-04-02 04:05:09,914 - mmdet - INFO - Epoch [9][700/7330] lr: 4.612e-06, eta: 3 days, 13:56:37, time: 1.493, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1733, s0.acc: 93.9978, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2318, s1.loss_cls: 0.0834, s1.acc: 94.0768, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1135, s2.loss_cls: 0.0412, s2.acc: 94.1553, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0534, loss: 1.1398 2024-04-02 04:06:24,294 - mmdet - INFO - Epoch [9][750/7330] lr: 4.612e-06, eta: 3 days, 13:55:17, time: 1.488, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1736, s0.acc: 94.1072, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2315, s1.loss_cls: 0.0832, s1.acc: 94.2546, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1131, s2.loss_cls: 0.0410, s2.acc: 94.1613, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0531, loss: 1.1338 2024-04-02 04:07:36,922 - mmdet - INFO - Epoch [9][800/7330] lr: 4.612e-06, eta: 3 days, 13:53:51, time: 1.452, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1676, s0.acc: 94.2920, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2365, s1.loss_cls: 0.0804, s1.acc: 94.3451, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1156, s2.loss_cls: 0.0394, s2.acc: 94.3563, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0546, loss: 1.1300 2024-04-02 04:08:55,050 - mmdet - INFO - Epoch [9][850/7330] lr: 4.612e-06, eta: 3 days, 13:52:44, time: 1.563, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1797, s0.acc: 93.9961, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2399, s1.loss_cls: 0.0864, s1.acc: 94.1377, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1161, s2.loss_cls: 0.0418, s2.acc: 94.0769, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0540, loss: 1.1627 2024-04-02 04:10:09,251 - mmdet - INFO - Epoch [9][900/7330] lr: 4.612e-06, eta: 3 days, 13:51:24, time: 1.484, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1669, s0.acc: 94.2551, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2393, s1.loss_cls: 0.0797, s1.acc: 94.3342, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1166, s2.loss_cls: 0.0390, s2.acc: 94.2630, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0546, loss: 1.1446 2024-04-02 04:11:24,397 - mmdet - INFO - Epoch [9][950/7330] lr: 4.612e-06, eta: 3 days, 13:50:06, time: 1.503, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1708, s0.acc: 94.2019, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2354, s1.loss_cls: 0.0828, s1.acc: 94.1876, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1159, s2.loss_cls: 0.0416, s2.acc: 94.0561, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0538, loss: 1.1391 2024-04-02 04:12:39,587 - mmdet - INFO - Epoch [9][1000/7330] lr: 4.612e-06, eta: 3 days, 13:48:49, time: 1.504, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1702, s0.acc: 94.2107, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2243, s1.loss_cls: 0.0823, s1.acc: 94.2789, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1097, s2.loss_cls: 0.0407, s2.acc: 94.1703, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0512, loss: 1.1068 2024-04-02 04:13:51,621 - mmdet - INFO - Epoch [9][1050/7330] lr: 4.612e-06, eta: 3 days, 13:47:21, time: 1.441, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1829, s0.acc: 93.7737, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2403, s1.loss_cls: 0.0880, s1.acc: 93.8884, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1169, s2.loss_cls: 0.0430, s2.acc: 93.7052, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0548, loss: 1.1886 2024-04-02 04:15:03,865 - mmdet - INFO - Epoch [9][1100/7330] lr: 4.612e-06, eta: 3 days, 13:45:54, time: 1.445, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1673, s0.acc: 94.2566, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2318, s1.loss_cls: 0.0801, s1.acc: 94.3712, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1132, s2.loss_cls: 0.0394, s2.acc: 94.2810, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0531, loss: 1.1246 2024-04-02 04:16:16,143 - mmdet - INFO - Epoch [9][1150/7330] lr: 4.612e-06, eta: 3 days, 13:44:27, time: 1.446, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1749, s0.acc: 93.9929, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2354, s1.loss_cls: 0.0836, s1.acc: 94.1283, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1161, s2.loss_cls: 0.0413, s2.acc: 93.9317, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0544, loss: 1.1517 2024-04-02 04:17:30,408 - mmdet - INFO - Epoch [9][1200/7330] lr: 4.612e-06, eta: 3 days, 13:43:07, time: 1.485, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1744, s0.acc: 94.0154, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2292, s1.loss_cls: 0.0843, s1.acc: 94.0360, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1120, s2.loss_cls: 0.0420, s2.acc: 93.9748, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0529, loss: 1.1442 2024-04-02 04:18:47,803 - mmdet - INFO - Epoch [9][1250/7330] lr: 4.612e-06, eta: 3 days, 13:41:57, time: 1.548, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1731, s0.acc: 94.1177, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2368, s1.loss_cls: 0.0816, s1.acc: 94.2764, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1159, s2.loss_cls: 0.0397, s2.acc: 94.2878, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0544, loss: 1.1483 2024-04-02 04:20:01,439 - mmdet - INFO - Epoch [9][1300/7330] lr: 4.612e-06, eta: 3 days, 13:40:35, time: 1.473, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1738, s0.acc: 93.9771, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2315, s1.loss_cls: 0.0826, s1.acc: 94.0676, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1129, s2.loss_cls: 0.0410, s2.acc: 93.9431, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0530, loss: 1.1457 2024-04-02 04:21:17,316 - mmdet - INFO - Epoch [9][1350/7330] lr: 4.612e-06, eta: 3 days, 13:39:20, time: 1.518, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1702, s0.acc: 94.2471, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2329, s1.loss_cls: 0.0814, s1.acc: 94.2451, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1132, s2.loss_cls: 0.0398, s2.acc: 94.1932, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0527, loss: 1.1246 2024-04-02 04:22:35,529 - mmdet - INFO - Epoch [9][1400/7330] lr: 4.612e-06, eta: 3 days, 13:38:13, time: 1.564, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1746, s0.acc: 93.9675, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2345, s1.loss_cls: 0.0846, s1.acc: 94.0858, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1138, s2.loss_cls: 0.0418, s2.acc: 94.0501, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0533, loss: 1.1404 2024-04-02 04:23:51,315 - mmdet - INFO - Epoch [9][1450/7330] lr: 4.612e-06, eta: 3 days, 13:36:58, time: 1.516, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1663, s0.acc: 94.3574, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2379, s1.loss_cls: 0.0800, s1.acc: 94.4237, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1166, s2.loss_cls: 0.0399, s2.acc: 94.2724, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0550, loss: 1.1174 2024-04-02 04:25:03,041 - mmdet - INFO - Epoch [9][1500/7330] lr: 4.612e-06, eta: 3 days, 13:35:29, time: 1.435, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1718, s0.acc: 94.0530, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2357, s1.loss_cls: 0.0825, s1.acc: 94.1320, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1147, s2.loss_cls: 0.0410, s2.acc: 94.0028, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0535, loss: 1.1454 2024-04-02 04:26:16,297 - mmdet - INFO - Epoch [9][1550/7330] lr: 4.612e-06, eta: 3 days, 13:34:06, time: 1.465, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1735, s0.acc: 94.0159, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2297, s1.loss_cls: 0.0830, s1.acc: 94.1670, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1131, s2.loss_cls: 0.0422, s2.acc: 93.8388, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0533, loss: 1.1421 2024-04-02 04:27:34,954 - mmdet - INFO - Epoch [9][1600/7330] lr: 4.612e-06, eta: 3 days, 13:33:00, time: 1.573, data_time: 0.063, memory: 29633, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1833, s0.acc: 93.7888, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2373, s1.loss_cls: 0.0891, s1.acc: 93.7414, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1162, s2.loss_cls: 0.0441, s2.acc: 93.6903, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0545, loss: 1.1835 2024-04-02 04:28:46,482 - mmdet - INFO - Epoch [9][1650/7330] lr: 4.612e-06, eta: 3 days, 13:31:31, time: 1.430, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1801, s0.acc: 93.7969, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2375, s1.loss_cls: 0.0870, s1.acc: 93.8099, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1158, s2.loss_cls: 0.0423, s2.acc: 93.9052, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0536, loss: 1.1660 2024-04-02 04:30:00,854 - mmdet - INFO - Epoch [9][1700/7330] lr: 4.612e-06, eta: 3 days, 13:30:11, time: 1.487, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1854, s0.acc: 93.8254, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2366, s1.loss_cls: 0.0901, s1.acc: 93.8631, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1166, s2.loss_cls: 0.0440, s2.acc: 93.7649, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0541, loss: 1.1794 2024-04-02 04:31:13,165 - mmdet - INFO - Epoch [9][1750/7330] lr: 4.612e-06, eta: 3 days, 13:28:44, time: 1.446, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1824, s0.acc: 93.7651, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2420, s1.loss_cls: 0.0886, s1.acc: 93.8370, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1167, s2.loss_cls: 0.0441, s2.acc: 93.6915, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0545, loss: 1.1737 2024-04-02 04:32:28,225 - mmdet - INFO - Epoch [9][1800/7330] lr: 4.612e-06, eta: 3 days, 13:27:27, time: 1.501, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1744, s0.acc: 94.0811, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2271, s1.loss_cls: 0.0837, s1.acc: 94.1899, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1113, s2.loss_cls: 0.0414, s2.acc: 94.1749, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0520, loss: 1.1231 2024-04-02 04:33:44,378 - mmdet - INFO - Epoch [9][1850/7330] lr: 4.612e-06, eta: 3 days, 13:26:13, time: 1.523, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1721, s0.acc: 94.1648, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2367, s1.loss_cls: 0.0818, s1.acc: 94.2945, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1147, s2.loss_cls: 0.0409, s2.acc: 94.1304, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0536, loss: 1.1312 2024-04-02 04:35:00,141 - mmdet - INFO - Epoch [9][1900/7330] lr: 4.612e-06, eta: 3 days, 13:24:58, time: 1.515, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1754, s0.acc: 94.0149, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2311, s1.loss_cls: 0.0825, s1.acc: 94.2895, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1117, s2.loss_cls: 0.0411, s2.acc: 94.1133, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0521, loss: 1.1351 2024-04-02 04:36:16,913 - mmdet - INFO - Epoch [9][1950/7330] lr: 4.612e-06, eta: 3 days, 13:23:46, time: 1.535, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1685, s0.acc: 94.1543, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2357, s1.loss_cls: 0.0801, s1.acc: 94.2316, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1148, s2.loss_cls: 0.0403, s2.acc: 94.0892, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0538, loss: 1.1354 2024-04-02 04:37:31,411 - mmdet - INFO - Epoch [9][2000/7330] lr: 4.612e-06, eta: 3 days, 13:22:27, time: 1.490, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1713, s0.acc: 94.0564, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2365, s1.loss_cls: 0.0822, s1.acc: 94.1583, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1154, s2.loss_cls: 0.0408, s2.acc: 94.0634, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0540, loss: 1.1465 2024-04-02 04:38:42,673 - mmdet - INFO - Epoch [9][2050/7330] lr: 4.612e-06, eta: 3 days, 13:20:57, time: 1.425, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1741, s0.acc: 94.2119, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2397, s1.loss_cls: 0.0837, s1.acc: 94.2701, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1166, s2.loss_cls: 0.0407, s2.acc: 94.2018, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0545, loss: 1.1473 2024-04-02 04:39:58,442 - mmdet - INFO - Epoch [9][2100/7330] lr: 4.612e-06, eta: 3 days, 13:19:42, time: 1.515, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1752, s0.acc: 94.0105, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2370, s1.loss_cls: 0.0832, s1.acc: 94.1594, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1168, s2.loss_cls: 0.0412, s2.acc: 94.0641, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0555, loss: 1.1594 2024-04-02 04:41:14,775 - mmdet - INFO - Epoch [9][2150/7330] lr: 4.612e-06, eta: 3 days, 13:18:28, time: 1.527, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1811, s0.acc: 93.8247, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2399, s1.loss_cls: 0.0863, s1.acc: 94.0213, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1178, s2.loss_cls: 0.0421, s2.acc: 93.9330, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0553, loss: 1.1784 2024-04-02 04:42:31,385 - mmdet - INFO - Epoch [9][2200/7330] lr: 4.612e-06, eta: 3 days, 13:17:16, time: 1.532, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1789, s0.acc: 93.8477, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2308, s1.loss_cls: 0.0858, s1.acc: 93.9825, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1132, s2.loss_cls: 0.0423, s2.acc: 93.8401, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0534, loss: 1.1583 2024-04-02 04:43:44,017 - mmdet - INFO - Epoch [9][2250/7330] lr: 4.612e-06, eta: 3 days, 13:15:51, time: 1.453, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1686, s0.acc: 94.1680, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2388, s1.loss_cls: 0.0808, s1.acc: 94.2680, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1164, s2.loss_cls: 0.0403, s2.acc: 94.1204, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0547, loss: 1.1431 2024-04-02 04:45:02,712 - mmdet - INFO - Epoch [9][2300/7330] lr: 4.612e-06, eta: 3 days, 13:14:45, time: 1.574, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1731, s0.acc: 94.0879, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2357, s1.loss_cls: 0.0837, s1.acc: 94.0937, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1144, s2.loss_cls: 0.0409, s2.acc: 93.9944, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0538, loss: 1.1466 2024-04-02 04:46:22,861 - mmdet - INFO - Epoch [9][2350/7330] lr: 4.612e-06, eta: 3 days, 13:13:45, time: 1.603, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1666, s0.acc: 94.3030, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2313, s1.loss_cls: 0.0795, s1.acc: 94.4416, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1132, s2.loss_cls: 0.0398, s2.acc: 94.3006, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0530, loss: 1.1167 2024-04-02 04:47:39,847 - mmdet - INFO - Epoch [9][2400/7330] lr: 4.612e-06, eta: 3 days, 13:12:34, time: 1.540, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1742, s0.acc: 94.0801, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2345, s1.loss_cls: 0.0831, s1.acc: 94.2269, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1140, s2.loss_cls: 0.0407, s2.acc: 94.1973, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0538, loss: 1.1439 2024-04-02 04:48:57,513 - mmdet - INFO - Epoch [9][2450/7330] lr: 4.612e-06, eta: 3 days, 13:11:25, time: 1.553, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1717, s0.acc: 94.0732, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2386, s1.loss_cls: 0.0817, s1.acc: 94.2551, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1157, s2.loss_cls: 0.0407, s2.acc: 94.1283, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0538, loss: 1.1494 2024-04-02 04:50:15,450 - mmdet - INFO - Epoch [9][2500/7330] lr: 4.612e-06, eta: 3 days, 13:10:17, time: 1.559, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1767, s0.acc: 93.9861, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2363, s1.loss_cls: 0.0848, s1.acc: 94.1029, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1154, s2.loss_cls: 0.0420, s2.acc: 93.8957, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0537, loss: 1.1651 2024-04-02 04:51:32,646 - mmdet - INFO - Epoch [9][2550/7330] lr: 4.612e-06, eta: 3 days, 13:09:07, time: 1.544, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1722, s0.acc: 93.9897, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2372, s1.loss_cls: 0.0818, s1.acc: 94.1180, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1159, s2.loss_cls: 0.0405, s2.acc: 94.0672, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0542, loss: 1.1661 2024-04-02 04:52:46,173 - mmdet - INFO - Epoch [9][2600/7330] lr: 4.612e-06, eta: 3 days, 13:07:44, time: 1.470, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1699, s0.acc: 94.1631, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2320, s1.loss_cls: 0.0812, s1.acc: 94.2732, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1131, s2.loss_cls: 0.0407, s2.acc: 94.1807, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0535, loss: 1.1124 2024-04-02 04:53:59,658 - mmdet - INFO - Epoch [9][2650/7330] lr: 4.612e-06, eta: 3 days, 13:06:21, time: 1.470, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1644, s0.acc: 94.4324, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2402, s1.loss_cls: 0.0772, s1.acc: 94.6374, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1169, s2.loss_cls: 0.0387, s2.acc: 94.4591, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0545, loss: 1.1241 2024-04-02 04:55:14,142 - mmdet - INFO - Epoch [9][2700/7330] lr: 4.612e-06, eta: 3 days, 13:05:02, time: 1.490, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1742, s0.acc: 94.0618, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2349, s1.loss_cls: 0.0821, s1.acc: 94.2900, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1148, s2.loss_cls: 0.0409, s2.acc: 94.1510, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0537, loss: 1.1505 2024-04-02 04:56:29,228 - mmdet - INFO - Epoch [9][2750/7330] lr: 4.612e-06, eta: 3 days, 13:03:45, time: 1.502, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1677, s0.acc: 94.3103, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2314, s1.loss_cls: 0.0790, s1.acc: 94.5345, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1149, s2.loss_cls: 0.0400, s2.acc: 94.2030, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0540, loss: 1.1263 2024-04-02 04:57:42,990 - mmdet - INFO - Epoch [9][2800/7330] lr: 4.612e-06, eta: 3 days, 13:02:23, time: 1.475, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1729, s0.acc: 94.0168, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2347, s1.loss_cls: 0.0832, s1.acc: 94.1232, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1147, s2.loss_cls: 0.0412, s2.acc: 93.9623, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0533, loss: 1.1530 2024-04-02 04:58:58,011 - mmdet - INFO - Epoch [9][2850/7330] lr: 4.612e-06, eta: 3 days, 13:01:05, time: 1.500, data_time: 0.045, memory: 29633, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1760, s0.acc: 94.0022, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2442, s1.loss_cls: 0.0836, s1.acc: 94.0954, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1193, s2.loss_cls: 0.0411, s2.acc: 94.0471, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0556, loss: 1.1817 2024-04-02 05:00:14,398 - mmdet - INFO - Epoch [9][2900/7330] lr: 4.612e-06, eta: 3 days, 12:59:52, time: 1.528, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1682, s0.acc: 94.1633, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2353, s1.loss_cls: 0.0808, s1.acc: 94.3028, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1135, s2.loss_cls: 0.0398, s2.acc: 94.2670, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0532, loss: 1.1311 2024-04-02 05:01:30,535 - mmdet - INFO - Epoch [9][2950/7330] lr: 4.612e-06, eta: 3 days, 12:58:38, time: 1.523, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1759, s0.acc: 93.9651, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2372, s1.loss_cls: 0.0842, s1.acc: 94.0418, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1153, s2.loss_cls: 0.0415, s2.acc: 94.1034, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0539, loss: 1.1465 2024-04-02 05:02:47,089 - mmdet - INFO - Epoch [9][3000/7330] lr: 4.612e-06, eta: 3 days, 12:57:26, time: 1.531, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1746, s0.acc: 94.0879, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2389, s1.loss_cls: 0.0833, s1.acc: 94.1841, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1163, s2.loss_cls: 0.0407, s2.acc: 94.1733, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0545, loss: 1.1530 2024-04-02 05:04:04,115 - mmdet - INFO - Epoch [9][3050/7330] lr: 4.612e-06, eta: 3 days, 12:56:15, time: 1.540, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1710, s0.acc: 94.1318, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2340, s1.loss_cls: 0.0817, s1.acc: 94.3341, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1147, s2.loss_cls: 0.0403, s2.acc: 94.1684, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0539, loss: 1.1471 2024-04-02 05:05:22,024 - mmdet - INFO - Epoch [9][3100/7330] lr: 4.612e-06, eta: 3 days, 12:55:07, time: 1.558, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1697, s0.acc: 94.1309, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2334, s1.loss_cls: 0.0813, s1.acc: 94.2641, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1139, s2.loss_cls: 0.0399, s2.acc: 94.2379, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0533, loss: 1.1277 2024-04-02 05:06:39,621 - mmdet - INFO - Epoch [9][3150/7330] lr: 4.612e-06, eta: 3 days, 12:53:58, time: 1.552, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1800, s0.acc: 93.8511, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2342, s1.loss_cls: 0.0873, s1.acc: 93.8986, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1158, s2.loss_cls: 0.0430, s2.acc: 93.8613, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0543, loss: 1.1586 2024-04-02 05:07:52,574 - mmdet - INFO - Epoch [9][3200/7330] lr: 4.612e-06, eta: 3 days, 12:52:33, time: 1.459, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1808, s0.acc: 93.8789, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2365, s1.loss_cls: 0.0865, s1.acc: 93.9612, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1167, s2.loss_cls: 0.0429, s2.acc: 93.7750, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0547, loss: 1.1751 2024-04-02 05:09:08,972 - mmdet - INFO - Epoch [9][3250/7330] lr: 4.612e-06, eta: 3 days, 12:51:20, time: 1.528, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1611, s0.acc: 94.5461, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2319, s1.loss_cls: 0.0775, s1.acc: 94.7117, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1147, s2.loss_cls: 0.0386, s2.acc: 94.5190, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0541, loss: 1.0980 2024-04-02 05:10:26,862 - mmdet - INFO - Epoch [9][3300/7330] lr: 4.612e-06, eta: 3 days, 12:50:12, time: 1.558, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1910, s0.acc: 93.4753, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2455, s1.loss_cls: 0.0916, s1.acc: 93.5664, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1195, s2.loss_cls: 0.0449, s2.acc: 93.4422, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0562, loss: 1.2304 2024-04-02 05:11:42,968 - mmdet - INFO - Epoch [9][3350/7330] lr: 4.612e-06, eta: 3 days, 12:48:58, time: 1.522, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1891, s0.acc: 93.4592, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2388, s1.loss_cls: 0.0914, s1.acc: 93.4532, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1167, s2.loss_cls: 0.0453, s2.acc: 93.3567, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0543, loss: 1.2087 2024-04-02 05:12:57,527 - mmdet - INFO - Epoch [9][3400/7330] lr: 4.612e-06, eta: 3 days, 12:47:39, time: 1.491, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1822, s0.acc: 93.8389, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2418, s1.loss_cls: 0.0853, s1.acc: 94.0618, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1184, s2.loss_cls: 0.0424, s2.acc: 93.9867, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0554, loss: 1.1872 2024-04-02 05:14:11,561 - mmdet - INFO - Epoch [9][3450/7330] lr: 4.612e-06, eta: 3 days, 12:46:18, time: 1.481, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1748, s0.acc: 94.0894, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2376, s1.loss_cls: 0.0833, s1.acc: 94.2294, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1159, s2.loss_cls: 0.0409, s2.acc: 94.1310, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0542, loss: 1.1484 2024-04-02 05:15:25,028 - mmdet - INFO - Epoch [9][3500/7330] lr: 4.612e-06, eta: 3 days, 12:44:56, time: 1.469, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1830, s0.acc: 93.7881, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2356, s1.loss_cls: 0.0872, s1.acc: 93.8105, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1154, s2.loss_cls: 0.0435, s2.acc: 93.6252, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0538, loss: 1.1834 2024-04-02 05:16:40,773 - mmdet - INFO - Epoch [9][3550/7330] lr: 4.612e-06, eta: 3 days, 12:43:40, time: 1.515, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1732, s0.acc: 94.0391, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2350, s1.loss_cls: 0.0833, s1.acc: 94.1179, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1154, s2.loss_cls: 0.0413, s2.acc: 93.9605, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0537, loss: 1.1517 2024-04-02 05:17:53,928 - mmdet - INFO - Epoch [9][3600/7330] lr: 4.612e-06, eta: 3 days, 12:42:17, time: 1.463, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1699, s0.acc: 94.1636, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2348, s1.loss_cls: 0.0812, s1.acc: 94.2652, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1161, s2.loss_cls: 0.0407, s2.acc: 94.1310, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0547, loss: 1.1472 2024-04-02 05:19:11,226 - mmdet - INFO - Epoch [9][3650/7330] lr: 4.612e-06, eta: 3 days, 12:41:07, time: 1.545, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1819, s0.acc: 93.8853, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2401, s1.loss_cls: 0.0861, s1.acc: 94.0918, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1164, s2.loss_cls: 0.0424, s2.acc: 94.0825, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0541, loss: 1.1773 2024-04-02 05:20:25,739 - mmdet - INFO - Epoch [9][3700/7330] lr: 4.612e-06, eta: 3 days, 12:39:47, time: 1.491, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1807, s0.acc: 93.9883, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2286, s1.loss_cls: 0.0861, s1.acc: 94.1395, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1116, s2.loss_cls: 0.0423, s2.acc: 93.9992, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0526, loss: 1.1476 2024-04-02 05:21:45,017 - mmdet - INFO - Epoch [9][3750/7330] lr: 4.612e-06, eta: 3 days, 12:38:44, time: 1.585, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1736, s0.acc: 93.8684, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2382, s1.loss_cls: 0.0824, s1.acc: 94.0351, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1176, s2.loss_cls: 0.0410, s2.acc: 93.9322, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0551, loss: 1.1753 2024-04-02 05:23:00,498 - mmdet - INFO - Epoch [9][3800/7330] lr: 4.612e-06, eta: 3 days, 12:37:28, time: 1.510, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1667, s0.acc: 94.2605, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2305, s1.loss_cls: 0.0808, s1.acc: 94.2853, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1132, s2.loss_cls: 0.0406, s2.acc: 94.1612, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0535, loss: 1.1201 2024-04-02 05:24:17,800 - mmdet - INFO - Epoch [9][3850/7330] lr: 4.612e-06, eta: 3 days, 12:36:17, time: 1.546, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1813, s0.acc: 93.9204, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2345, s1.loss_cls: 0.0894, s1.acc: 93.8612, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1158, s2.loss_cls: 0.0444, s2.acc: 93.7326, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0544, loss: 1.1768 2024-04-02 05:25:32,125 - mmdet - INFO - Epoch [9][3900/7330] lr: 4.612e-06, eta: 3 days, 12:34:58, time: 1.486, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1703, s0.acc: 94.1997, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2311, s1.loss_cls: 0.0825, s1.acc: 94.3050, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1146, s2.loss_cls: 0.0415, s2.acc: 94.0082, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0541, loss: 1.1312 2024-04-02 05:26:46,441 - mmdet - INFO - Epoch [9][3950/7330] lr: 4.612e-06, eta: 3 days, 12:33:38, time: 1.486, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1694, s0.acc: 94.2249, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2359, s1.loss_cls: 0.0803, s1.acc: 94.3301, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1141, s2.loss_cls: 0.0391, s2.acc: 94.2600, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0533, loss: 1.1371 2024-04-02 05:28:00,027 - mmdet - INFO - Epoch [9][4000/7330] lr: 4.612e-06, eta: 3 days, 12:32:16, time: 1.472, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1703, s0.acc: 94.1816, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2371, s1.loss_cls: 0.0810, s1.acc: 94.3243, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1163, s2.loss_cls: 0.0399, s2.acc: 94.2196, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0550, loss: 1.1505 2024-04-02 05:29:14,774 - mmdet - INFO - Epoch [9][4050/7330] lr: 4.612e-06, eta: 3 days, 12:30:57, time: 1.495, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1814, s0.acc: 93.7781, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2384, s1.loss_cls: 0.0877, s1.acc: 93.7678, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1176, s2.loss_cls: 0.0435, s2.acc: 93.6337, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0550, loss: 1.1832 2024-04-02 05:30:33,197 - mmdet - INFO - Epoch [9][4100/7330] lr: 4.612e-06, eta: 3 days, 12:29:51, time: 1.569, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1840, s0.acc: 93.7266, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2449, s1.loss_cls: 0.0885, s1.acc: 93.8423, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1192, s2.loss_cls: 0.0433, s2.acc: 93.7829, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0554, loss: 1.2005 2024-04-02 05:31:49,013 - mmdet - INFO - Epoch [9][4150/7330] lr: 4.612e-06, eta: 3 days, 12:28:36, time: 1.516, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1806, s0.acc: 93.9583, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2404, s1.loss_cls: 0.0865, s1.acc: 94.0834, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1181, s2.loss_cls: 0.0426, s2.acc: 94.0417, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0552, loss: 1.1784 2024-04-02 05:33:04,727 - mmdet - INFO - Epoch [9][4200/7330] lr: 4.612e-06, eta: 3 days, 12:27:20, time: 1.514, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1805, s0.acc: 93.9417, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2367, s1.loss_cls: 0.0862, s1.acc: 94.1549, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1162, s2.loss_cls: 0.0425, s2.acc: 93.9796, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0542, loss: 1.1703 2024-04-02 05:34:20,052 - mmdet - INFO - Epoch [9][4250/7330] lr: 4.612e-06, eta: 3 days, 12:26:04, time: 1.507, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1831, s0.acc: 93.7249, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2398, s1.loss_cls: 0.0878, s1.acc: 93.8558, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1178, s2.loss_cls: 0.0440, s2.acc: 93.6700, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0556, loss: 1.1881 2024-04-02 05:35:36,008 - mmdet - INFO - Epoch [9][4300/7330] lr: 4.612e-06, eta: 3 days, 12:24:49, time: 1.519, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1792, s0.acc: 93.9529, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2320, s1.loss_cls: 0.0850, s1.acc: 94.0892, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1138, s2.loss_cls: 0.0425, s2.acc: 93.9591, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0534, loss: 1.1489 2024-04-02 05:36:54,612 - mmdet - INFO - Epoch [9][4350/7330] lr: 4.612e-06, eta: 3 days, 12:23:43, time: 1.572, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1847, s0.acc: 93.7512, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2410, s1.loss_cls: 0.0894, s1.acc: 93.7634, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1179, s2.loss_cls: 0.0442, s2.acc: 93.6486, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0550, loss: 1.1996 2024-04-02 05:38:13,849 - mmdet - INFO - Epoch [9][4400/7330] lr: 4.612e-06, eta: 3 days, 12:22:39, time: 1.585, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1783, s0.acc: 93.8965, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2304, s1.loss_cls: 0.0875, s1.acc: 93.9317, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1133, s2.loss_cls: 0.0435, s2.acc: 93.6908, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0532, loss: 1.1623 2024-04-02 05:39:31,543 - mmdet - INFO - Epoch [9][4450/7330] lr: 4.612e-06, eta: 3 days, 12:21:30, time: 1.554, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1727, s0.acc: 94.0984, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2367, s1.loss_cls: 0.0826, s1.acc: 94.1915, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1144, s2.loss_cls: 0.0413, s2.acc: 94.0562, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0530, loss: 1.1334 2024-04-02 05:40:44,146 - mmdet - INFO - Epoch [9][4500/7330] lr: 4.612e-06, eta: 3 days, 12:20:05, time: 1.452, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1789, s0.acc: 93.9705, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2365, s1.loss_cls: 0.0862, s1.acc: 93.9809, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1154, s2.loss_cls: 0.0424, s2.acc: 93.9372, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0541, loss: 1.1578 2024-04-02 05:41:57,535 - mmdet - INFO - Epoch [9][4550/7330] lr: 4.612e-06, eta: 3 days, 12:18:42, time: 1.468, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1704, s0.acc: 94.2664, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2301, s1.loss_cls: 0.0825, s1.acc: 94.3116, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1132, s2.loss_cls: 0.0413, s2.acc: 94.0830, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0531, loss: 1.1182 2024-04-02 05:43:14,000 - mmdet - INFO - Epoch [9][4600/7330] lr: 4.612e-06, eta: 3 days, 12:17:29, time: 1.529, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1847, s0.acc: 93.6313, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2316, s1.loss_cls: 0.0889, s1.acc: 93.7847, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1137, s2.loss_cls: 0.0438, s2.acc: 93.6850, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0535, loss: 1.1793 2024-04-02 05:44:29,567 - mmdet - INFO - Epoch [9][4650/7330] lr: 4.612e-06, eta: 3 days, 12:16:13, time: 1.511, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1735, s0.acc: 94.0818, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2314, s1.loss_cls: 0.0826, s1.acc: 94.3018, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1136, s2.loss_cls: 0.0414, s2.acc: 94.1375, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0535, loss: 1.1476 2024-04-02 05:45:40,360 - mmdet - INFO - Epoch [9][4700/7330] lr: 4.612e-06, eta: 3 days, 12:14:42, time: 1.416, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1719, s0.acc: 94.0857, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2320, s1.loss_cls: 0.0831, s1.acc: 94.1208, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1133, s2.loss_cls: 0.0414, s2.acc: 94.0550, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0533, loss: 1.1416 2024-04-02 05:46:56,384 - mmdet - INFO - Epoch [9][4750/7330] lr: 4.612e-06, eta: 3 days, 12:13:28, time: 1.520, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1842, s0.acc: 93.6274, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2339, s1.loss_cls: 0.0886, s1.acc: 93.7361, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1150, s2.loss_cls: 0.0438, s2.acc: 93.5729, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0540, loss: 1.1866 2024-04-02 05:48:13,654 - mmdet - INFO - Epoch [9][4800/7330] lr: 4.612e-06, eta: 3 days, 12:12:18, time: 1.545, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1751, s0.acc: 94.1279, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2332, s1.loss_cls: 0.0851, s1.acc: 94.1643, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1143, s2.loss_cls: 0.0424, s2.acc: 93.9926, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0532, loss: 1.1414 2024-04-02 05:49:32,636 - mmdet - INFO - Epoch [9][4850/7330] lr: 4.612e-06, eta: 3 days, 12:11:13, time: 1.579, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1869, s0.acc: 93.7332, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2431, s1.loss_cls: 0.0900, s1.acc: 93.7873, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1199, s2.loss_cls: 0.0445, s2.acc: 93.6624, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0563, loss: 1.2026 2024-04-02 05:50:48,529 - mmdet - INFO - Epoch [9][4900/7330] lr: 4.612e-06, eta: 3 days, 12:09:58, time: 1.518, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1799, s0.acc: 93.8281, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2428, s1.loss_cls: 0.0869, s1.acc: 93.9786, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1182, s2.loss_cls: 0.0430, s2.acc: 93.8868, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0555, loss: 1.1936 2024-04-02 05:52:04,011 - mmdet - INFO - Epoch [9][4950/7330] lr: 4.612e-06, eta: 3 days, 12:08:42, time: 1.509, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1786, s0.acc: 93.8999, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2361, s1.loss_cls: 0.0862, s1.acc: 93.9500, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1150, s2.loss_cls: 0.0426, s2.acc: 93.8328, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0537, loss: 1.1740 2024-04-02 05:53:21,394 - mmdet - INFO - Epoch [9][5000/7330] lr: 4.612e-06, eta: 3 days, 12:07:32, time: 1.548, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1792, s0.acc: 93.8411, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2380, s1.loss_cls: 0.0872, s1.acc: 93.7882, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1154, s2.loss_cls: 0.0432, s2.acc: 93.7887, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0540, loss: 1.1771 2024-04-02 05:54:36,173 - mmdet - INFO - Epoch [9][5050/7330] lr: 4.612e-06, eta: 3 days, 12:06:14, time: 1.496, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1831, s0.acc: 93.8279, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2351, s1.loss_cls: 0.0886, s1.acc: 93.8949, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1162, s2.loss_cls: 0.0440, s2.acc: 93.7854, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0548, loss: 1.1776 2024-04-02 05:55:56,276 - mmdet - INFO - Epoch [9][5100/7330] lr: 4.612e-06, eta: 3 days, 12:05:12, time: 1.602, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1776, s0.acc: 94.0659, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2354, s1.loss_cls: 0.0853, s1.acc: 94.1358, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1148, s2.loss_cls: 0.0423, s2.acc: 93.9220, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0536, loss: 1.1641 2024-04-02 05:57:14,779 - mmdet - INFO - Epoch [9][5150/7330] lr: 4.612e-06, eta: 3 days, 12:04:05, time: 1.570, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1840, s0.acc: 93.7598, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2408, s1.loss_cls: 0.0880, s1.acc: 93.9260, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1168, s2.loss_cls: 0.0433, s2.acc: 93.8538, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0548, loss: 1.1776 2024-04-02 05:58:33,106 - mmdet - INFO - Epoch [9][5200/7330] lr: 4.612e-06, eta: 3 days, 12:02:58, time: 1.567, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1790, s0.acc: 93.9106, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2353, s1.loss_cls: 0.0870, s1.acc: 93.9995, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1159, s2.loss_cls: 0.0432, s2.acc: 93.9132, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0540, loss: 1.1767 2024-04-02 05:59:49,054 - mmdet - INFO - Epoch [9][5250/7330] lr: 4.612e-06, eta: 3 days, 12:01:44, time: 1.519, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1765, s0.acc: 94.0132, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2330, s1.loss_cls: 0.0845, s1.acc: 94.0449, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1142, s2.loss_cls: 0.0423, s2.acc: 93.8993, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0534, loss: 1.1541 2024-04-02 06:01:06,605 - mmdet - INFO - Epoch [9][5300/7330] lr: 4.612e-06, eta: 3 days, 12:00:34, time: 1.551, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1948, s0.acc: 93.3818, s0.loss_bbox: 0.2563, s0.loss_mask: 0.2417, s1.loss_cls: 0.0933, s1.acc: 93.5251, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1171, s2.loss_cls: 0.0465, s2.acc: 93.3019, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0543, loss: 1.2322 2024-04-02 06:02:24,573 - mmdet - INFO - Epoch [9][5350/7330] lr: 4.612e-06, eta: 3 days, 11:59:26, time: 1.560, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1698, s0.acc: 94.1440, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2338, s1.loss_cls: 0.0824, s1.acc: 94.1917, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1135, s2.loss_cls: 0.0408, s2.acc: 94.0560, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0531, loss: 1.1347 2024-04-02 06:03:41,717 - mmdet - INFO - Epoch [9][5400/7330] lr: 4.612e-06, eta: 3 days, 11:58:15, time: 1.543, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1735, s0.acc: 94.0303, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2304, s1.loss_cls: 0.0847, s1.acc: 94.0514, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1125, s2.loss_cls: 0.0420, s2.acc: 93.9181, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0520, loss: 1.1316 2024-04-02 06:04:56,597 - mmdet - INFO - Epoch [9][5450/7330] lr: 4.612e-06, eta: 3 days, 11:56:57, time: 1.498, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1801, s0.acc: 93.8818, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2351, s1.loss_cls: 0.0861, s1.acc: 94.0373, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1151, s2.loss_cls: 0.0429, s2.acc: 94.0490, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0543, loss: 1.1697 2024-04-02 06:06:13,513 - mmdet - INFO - Epoch [9][5500/7330] lr: 4.612e-06, eta: 3 days, 11:55:45, time: 1.538, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1783, s0.acc: 93.9077, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2417, s1.loss_cls: 0.0857, s1.acc: 94.0516, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1182, s2.loss_cls: 0.0429, s2.acc: 93.8388, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0553, loss: 1.1712 2024-04-02 06:07:26,571 - mmdet - INFO - Epoch [9][5550/7330] lr: 4.612e-06, eta: 3 days, 11:54:21, time: 1.461, data_time: 0.065, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1728, s0.acc: 94.1653, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2345, s1.loss_cls: 0.0820, s1.acc: 94.2704, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1150, s2.loss_cls: 0.0405, s2.acc: 94.1218, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0544, loss: 1.1364 2024-04-02 06:08:43,224 - mmdet - INFO - Epoch [9][5600/7330] lr: 4.612e-06, eta: 3 days, 11:53:09, time: 1.533, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1786, s0.acc: 93.9048, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2428, s1.loss_cls: 0.0854, s1.acc: 93.9902, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1188, s2.loss_cls: 0.0427, s2.acc: 93.8738, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0556, loss: 1.1793 2024-04-02 06:10:00,996 - mmdet - INFO - Epoch [9][5650/7330] lr: 4.612e-06, eta: 3 days, 11:52:00, time: 1.555, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1669, s0.acc: 94.2698, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2320, s1.loss_cls: 0.0796, s1.acc: 94.4264, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1141, s2.loss_cls: 0.0401, s2.acc: 94.1743, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0534, loss: 1.1247 2024-04-02 06:11:18,819 - mmdet - INFO - Epoch [9][5700/7330] lr: 4.612e-06, eta: 3 days, 11:50:51, time: 1.556, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1555, s0.acc: 94.6965, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2323, s1.loss_cls: 0.0751, s1.acc: 94.7615, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1125, s2.loss_cls: 0.0377, s2.acc: 94.5949, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0525, loss: 1.0781 2024-04-02 06:12:35,003 - mmdet - INFO - Epoch [9][5750/7330] lr: 4.612e-06, eta: 3 days, 11:49:37, time: 1.524, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1795, s0.acc: 93.8662, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2410, s1.loss_cls: 0.0852, s1.acc: 94.0468, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1182, s2.loss_cls: 0.0424, s2.acc: 93.8108, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0557, loss: 1.1891 2024-04-02 06:13:51,484 - mmdet - INFO - Epoch [9][5800/7330] lr: 4.612e-06, eta: 3 days, 11:48:24, time: 1.530, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1768, s0.acc: 93.8955, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2316, s1.loss_cls: 0.0844, s1.acc: 94.0246, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1137, s2.loss_cls: 0.0419, s2.acc: 93.8924, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0535, loss: 1.1473 2024-04-02 06:15:05,260 - mmdet - INFO - Epoch [9][5850/7330] lr: 4.612e-06, eta: 3 days, 11:47:03, time: 1.476, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1695, s0.acc: 94.2388, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2322, s1.loss_cls: 0.0815, s1.acc: 94.3838, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1140, s2.loss_cls: 0.0397, s2.acc: 94.3300, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0533, loss: 1.1230 2024-04-02 06:16:20,430 - mmdet - INFO - Epoch [9][5900/7330] lr: 4.612e-06, eta: 3 days, 11:45:46, time: 1.503, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1752, s0.acc: 94.0037, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2378, s1.loss_cls: 0.0832, s1.acc: 94.1950, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1157, s2.loss_cls: 0.0415, s2.acc: 94.0902, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0539, loss: 1.1599 2024-04-02 06:17:35,067 - mmdet - INFO - Epoch [9][5950/7330] lr: 4.612e-06, eta: 3 days, 11:44:27, time: 1.493, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1692, s0.acc: 94.2310, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2292, s1.loss_cls: 0.0816, s1.acc: 94.4224, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1121, s2.loss_cls: 0.0406, s2.acc: 94.2638, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0527, loss: 1.1279 2024-04-02 06:18:50,065 - mmdet - INFO - Epoch [9][6000/7330] lr: 4.612e-06, eta: 3 days, 11:43:09, time: 1.500, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1640, s0.acc: 94.3057, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2340, s1.loss_cls: 0.0794, s1.acc: 94.4143, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1140, s2.loss_cls: 0.0401, s2.acc: 94.1702, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0531, loss: 1.1173 2024-04-02 06:20:07,177 - mmdet - INFO - Epoch [9][6050/7330] lr: 4.612e-06, eta: 3 days, 11:41:58, time: 1.542, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1664, s0.acc: 94.2642, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2354, s1.loss_cls: 0.0805, s1.acc: 94.2359, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1164, s2.loss_cls: 0.0411, s2.acc: 93.9933, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0545, loss: 1.1404 2024-04-02 06:21:21,445 - mmdet - INFO - Epoch [9][6100/7330] lr: 4.612e-06, eta: 3 days, 11:40:38, time: 1.485, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1698, s0.acc: 94.2334, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2298, s1.loss_cls: 0.0835, s1.acc: 94.1648, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1131, s2.loss_cls: 0.0409, s2.acc: 94.0737, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0529, loss: 1.1137 2024-04-02 06:22:37,406 - mmdet - INFO - Epoch [9][6150/7330] lr: 4.612e-06, eta: 3 days, 11:39:24, time: 1.519, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1796, s0.acc: 93.8604, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2347, s1.loss_cls: 0.0865, s1.acc: 93.9041, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1143, s2.loss_cls: 0.0430, s2.acc: 93.7633, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0536, loss: 1.1641 2024-04-02 06:23:56,408 - mmdet - INFO - Epoch [9][6200/7330] lr: 4.612e-06, eta: 3 days, 11:38:18, time: 1.580, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1679, s0.acc: 94.2302, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2342, s1.loss_cls: 0.0800, s1.acc: 94.4019, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1157, s2.loss_cls: 0.0404, s2.acc: 94.1665, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0547, loss: 1.1294 2024-04-02 06:25:15,429 - mmdet - INFO - Epoch [9][6250/7330] lr: 4.612e-06, eta: 3 days, 11:37:13, time: 1.581, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1669, s0.acc: 94.3333, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2274, s1.loss_cls: 0.0801, s1.acc: 94.4470, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1111, s2.loss_cls: 0.0403, s2.acc: 94.1865, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0520, loss: 1.1162 2024-04-02 06:26:29,706 - mmdet - INFO - Epoch [9][6300/7330] lr: 4.612e-06, eta: 3 days, 11:35:53, time: 1.486, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1717, s0.acc: 94.1189, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2294, s1.loss_cls: 0.0831, s1.acc: 94.1651, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1112, s2.loss_cls: 0.0416, s2.acc: 94.0613, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0521, loss: 1.1276 2024-04-02 06:27:47,811 - mmdet - INFO - Epoch [9][6350/7330] lr: 4.612e-06, eta: 3 days, 11:34:45, time: 1.562, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1667, s0.acc: 94.2341, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2369, s1.loss_cls: 0.0810, s1.acc: 94.2710, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1154, s2.loss_cls: 0.0404, s2.acc: 94.1174, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0537, loss: 1.1324 2024-04-02 06:29:04,172 - mmdet - INFO - Epoch [9][6400/7330] lr: 4.612e-06, eta: 3 days, 11:33:32, time: 1.527, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1773, s0.acc: 93.9409, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2335, s1.loss_cls: 0.0852, s1.acc: 93.9359, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1148, s2.loss_cls: 0.0420, s2.acc: 93.8658, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0539, loss: 1.1506 2024-04-02 06:30:17,656 - mmdet - INFO - Epoch [9][6450/7330] lr: 4.612e-06, eta: 3 days, 11:32:10, time: 1.469, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1689, s0.acc: 94.1970, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2359, s1.loss_cls: 0.0797, s1.acc: 94.3893, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1156, s2.loss_cls: 0.0395, s2.acc: 94.2875, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0542, loss: 1.1390 2024-04-02 06:31:32,211 - mmdet - INFO - Epoch [9][6500/7330] lr: 4.612e-06, eta: 3 days, 11:30:51, time: 1.491, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1679, s0.acc: 94.1616, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2364, s1.loss_cls: 0.0807, s1.acc: 94.2546, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1157, s2.loss_cls: 0.0401, s2.acc: 94.0648, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0541, loss: 1.1348 2024-04-02 06:32:46,753 - mmdet - INFO - Epoch [9][6550/7330] lr: 4.612e-06, eta: 3 days, 11:29:32, time: 1.491, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1802, s0.acc: 93.8176, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2361, s1.loss_cls: 0.0862, s1.acc: 93.9234, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1155, s2.loss_cls: 0.0433, s2.acc: 93.8032, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0540, loss: 1.1707 2024-04-02 06:34:00,768 - mmdet - INFO - Epoch [9][6600/7330] lr: 4.612e-06, eta: 3 days, 11:28:11, time: 1.480, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1738, s0.acc: 93.9644, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2392, s1.loss_cls: 0.0824, s1.acc: 94.1145, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1161, s2.loss_cls: 0.0408, s2.acc: 93.9885, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0542, loss: 1.1667 2024-04-02 06:35:13,968 - mmdet - INFO - Epoch [9][6650/7330] lr: 4.612e-06, eta: 3 days, 11:26:48, time: 1.464, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1763, s0.acc: 93.9514, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2365, s1.loss_cls: 0.0857, s1.acc: 94.0391, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1155, s2.loss_cls: 0.0422, s2.acc: 93.9687, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0542, loss: 1.1525 2024-04-02 06:36:28,806 - mmdet - INFO - Epoch [9][6700/7330] lr: 4.612e-06, eta: 3 days, 11:25:30, time: 1.497, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1717, s0.acc: 94.1436, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2347, s1.loss_cls: 0.0836, s1.acc: 94.1711, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1143, s2.loss_cls: 0.0416, s2.acc: 94.0146, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0541, loss: 1.1283 2024-04-02 06:37:44,675 - mmdet - INFO - Epoch [9][6750/7330] lr: 4.612e-06, eta: 3 days, 11:24:15, time: 1.517, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1860, s0.acc: 93.8379, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2396, s1.loss_cls: 0.0890, s1.acc: 93.9219, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1175, s2.loss_cls: 0.0444, s2.acc: 93.6719, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0547, loss: 1.1741 2024-04-02 06:38:58,016 - mmdet - INFO - Epoch [9][6800/7330] lr: 4.612e-06, eta: 3 days, 11:22:52, time: 1.467, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1838, s0.acc: 93.8020, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2396, s1.loss_cls: 0.0883, s1.acc: 93.9246, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1175, s2.loss_cls: 0.0436, s2.acc: 93.9202, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0552, loss: 1.1713 2024-04-02 06:40:14,496 - mmdet - INFO - Epoch [9][6850/7330] lr: 4.612e-06, eta: 3 days, 11:21:39, time: 1.530, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1832, s0.acc: 93.8828, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2410, s1.loss_cls: 0.0873, s1.acc: 94.0804, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1187, s2.loss_cls: 0.0434, s2.acc: 93.8414, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0557, loss: 1.1836 2024-04-02 06:41:33,542 - mmdet - INFO - Epoch [9][6900/7330] lr: 4.612e-06, eta: 3 days, 11:20:34, time: 1.580, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1792, s0.acc: 93.8213, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2379, s1.loss_cls: 0.0863, s1.acc: 93.8974, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1161, s2.loss_cls: 0.0429, s2.acc: 93.7701, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0544, loss: 1.1707 2024-04-02 06:42:48,331 - mmdet - INFO - Epoch [9][6950/7330] lr: 4.612e-06, eta: 3 days, 11:19:16, time: 1.496, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1868, s0.acc: 93.6333, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2448, s1.loss_cls: 0.0906, s1.acc: 93.7075, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1192, s2.loss_cls: 0.0445, s2.acc: 93.6335, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0561, loss: 1.2191 2024-04-02 06:44:03,470 - mmdet - INFO - Epoch [9][7000/7330] lr: 4.612e-06, eta: 3 days, 11:17:59, time: 1.503, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1780, s0.acc: 93.9849, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2349, s1.loss_cls: 0.0852, s1.acc: 94.1320, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1150, s2.loss_cls: 0.0419, s2.acc: 93.9310, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0538, loss: 1.1605 2024-04-02 06:45:17,613 - mmdet - INFO - Epoch [9][7050/7330] lr: 4.612e-06, eta: 3 days, 11:16:39, time: 1.483, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1752, s0.acc: 94.1047, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2341, s1.loss_cls: 0.0839, s1.acc: 94.2281, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1136, s2.loss_cls: 0.0416, s2.acc: 94.0480, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0528, loss: 1.1511 2024-04-02 06:46:32,411 - mmdet - INFO - Epoch [9][7100/7330] lr: 4.612e-06, eta: 3 days, 11:15:20, time: 1.496, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1691, s0.acc: 94.3147, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2315, s1.loss_cls: 0.0824, s1.acc: 94.2838, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1137, s2.loss_cls: 0.0410, s2.acc: 94.1813, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0534, loss: 1.1290 2024-04-02 06:47:49,215 - mmdet - INFO - Epoch [9][7150/7330] lr: 4.612e-06, eta: 3 days, 11:14:08, time: 1.536, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1725, s0.acc: 94.0693, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2357, s1.loss_cls: 0.0824, s1.acc: 94.2179, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1180, s2.loss_cls: 0.0411, s2.acc: 94.0742, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0555, loss: 1.1543 2024-04-02 06:49:03,977 - mmdet - INFO - Epoch [9][7200/7330] lr: 4.612e-06, eta: 3 days, 11:12:50, time: 1.495, data_time: 0.065, memory: 29633, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1820, s0.acc: 93.7708, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2334, s1.loss_cls: 0.0876, s1.acc: 93.9351, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1140, s2.loss_cls: 0.0435, s2.acc: 93.7783, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0532, loss: 1.1770 2024-04-02 06:50:20,465 - mmdet - INFO - Epoch [9][7250/7330] lr: 4.612e-06, eta: 3 days, 11:11:37, time: 1.530, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1768, s0.acc: 93.9773, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2358, s1.loss_cls: 0.0851, s1.acc: 94.1057, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1161, s2.loss_cls: 0.0425, s2.acc: 93.8091, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0548, loss: 1.1635 2024-04-02 06:51:35,081 - mmdet - INFO - Epoch [9][7300/7330] lr: 4.612e-06, eta: 3 days, 11:10:18, time: 1.492, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1818, s0.acc: 93.6741, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2407, s1.loss_cls: 0.0885, s1.acc: 93.7123, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1173, s2.loss_cls: 0.0438, s2.acc: 93.5076, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0547, loss: 1.1973 2024-04-02 06:52:20,517 - mmdet - INFO - Saving checkpoint at 9 epochs 2024-04-02 07:00:32,009 - mmdet - INFO - Evaluating bbox... 2024-04-02 07:01:18,807 - 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 ] = 0.676 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.531 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.325 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.532 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.625 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.631 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.631 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.631 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.457 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 ] = 0.772 2024-04-02 07:01:18,808 - mmdet - INFO - Evaluating segm... 2024-04-02 07:02:08,500 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.422 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.650 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.458 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.221 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 ] = 0.604 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 ] = 0.365 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 ] = 0.702 2024-04-02 07:02:09,174 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-02 07:02:09,179 - mmdet - INFO - Epoch(val) [9][1250] bbox_mAP: 0.4870, bbox_mAP_50: 0.6760, bbox_mAP_75: 0.5310, bbox_mAP_s: 0.3250, bbox_mAP_m: 0.5320, bbox_mAP_l: 0.6250, bbox_mAP_copypaste: 0.487 0.676 0.531 0.325 0.532 0.625, segm_mAP: 0.4220, segm_mAP_50: 0.6500, segm_mAP_75: 0.4580, segm_mAP_s: 0.2210, segm_mAP_m: 0.4580, segm_mAP_l: 0.6040, segm_mAP_copypaste: 0.422 0.650 0.458 0.221 0.458 0.604 2024-04-02 07:03:26,601 - mmdet - INFO - Epoch [10][50/7330] lr: 4.612e-06, eta: 3 days, 11:06:06, time: 1.548, data_time: 0.109, memory: 29633, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1637, s0.acc: 94.4216, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2303, s1.loss_cls: 0.0769, s1.acc: 94.6541, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1131, s2.loss_cls: 0.0385, s2.acc: 94.4933, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0535, loss: 1.0988 2024-04-02 07:04:42,791 - mmdet - INFO - Epoch [10][100/7330] lr: 4.612e-06, eta: 3 days, 11:04:53, time: 1.524, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1685, s0.acc: 94.2109, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2278, s1.loss_cls: 0.0807, s1.acc: 94.2747, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1124, s2.loss_cls: 0.0406, s2.acc: 94.1378, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0523, loss: 1.1135 2024-04-02 07:06:00,279 - mmdet - INFO - Epoch [10][150/7330] lr: 4.612e-06, eta: 3 days, 11:03:43, time: 1.550, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1684, s0.acc: 94.1753, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2308, s1.loss_cls: 0.0809, s1.acc: 94.3009, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1119, s2.loss_cls: 0.0401, s2.acc: 94.1774, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0525, loss: 1.1198 2024-04-02 07:07:11,612 - mmdet - INFO - Epoch [10][200/7330] lr: 4.612e-06, eta: 3 days, 11:02:14, time: 1.427, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1735, s0.acc: 94.0703, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2383, s1.loss_cls: 0.0829, s1.acc: 94.1209, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1158, s2.loss_cls: 0.0410, s2.acc: 94.0626, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0543, loss: 1.1583 2024-04-02 07:08:26,517 - mmdet - INFO - Epoch [10][250/7330] lr: 4.612e-06, eta: 3 days, 11:00:57, time: 1.498, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1634, s0.acc: 94.3999, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2319, s1.loss_cls: 0.0783, s1.acc: 94.4895, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1132, s2.loss_cls: 0.0397, s2.acc: 94.2987, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0529, loss: 1.1001 2024-04-02 07:09:42,908 - mmdet - INFO - Epoch [10][300/7330] lr: 4.612e-06, eta: 3 days, 10:59:43, time: 1.528, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1750, s0.acc: 93.9761, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2337, s1.loss_cls: 0.0837, s1.acc: 93.9913, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1140, s2.loss_cls: 0.0416, s2.acc: 93.8802, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0536, loss: 1.1478 2024-04-02 07:11:00,052 - mmdet - INFO - Epoch [10][350/7330] lr: 4.612e-06, eta: 3 days, 10:58:32, time: 1.543, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1707, s0.acc: 94.2200, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2291, s1.loss_cls: 0.0827, s1.acc: 94.2589, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1125, s2.loss_cls: 0.0410, s2.acc: 94.1150, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0527, loss: 1.1214 2024-04-02 07:12:16,627 - mmdet - INFO - Epoch [10][400/7330] lr: 4.612e-06, eta: 3 days, 10:57:20, time: 1.531, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1753, s0.acc: 93.9851, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2333, s1.loss_cls: 0.0841, s1.acc: 94.1332, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1146, s2.loss_cls: 0.0416, s2.acc: 93.9962, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0539, loss: 1.1606 2024-04-02 07:13:32,575 - mmdet - INFO - Epoch [10][450/7330] lr: 4.612e-06, eta: 3 days, 10:56:05, time: 1.519, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1706, s0.acc: 94.0486, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2370, s1.loss_cls: 0.0816, s1.acc: 94.2407, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1152, s2.loss_cls: 0.0408, s2.acc: 94.1306, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0540, loss: 1.1506 2024-04-02 07:14:48,071 - mmdet - INFO - Epoch [10][500/7330] lr: 4.612e-06, eta: 3 days, 10:54:49, time: 1.510, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1808, s0.acc: 93.8794, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2353, s1.loss_cls: 0.0875, s1.acc: 93.8903, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1146, s2.loss_cls: 0.0429, s2.acc: 93.7896, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0537, loss: 1.1665 2024-04-02 07:16:00,494 - mmdet - INFO - Epoch [10][550/7330] lr: 4.612e-06, eta: 3 days, 10:53:24, time: 1.448, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1680, s0.acc: 94.2068, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2310, s1.loss_cls: 0.0788, s1.acc: 94.3934, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1134, s2.loss_cls: 0.0393, s2.acc: 94.2443, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0534, loss: 1.1280 2024-04-02 07:17:15,171 - mmdet - INFO - Epoch [10][600/7330] lr: 4.612e-06, eta: 3 days, 10:52:06, time: 1.494, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1669, s0.acc: 94.2417, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2319, s1.loss_cls: 0.0784, s1.acc: 94.4891, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1133, s2.loss_cls: 0.0391, s2.acc: 94.3229, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0532, loss: 1.1249 2024-04-02 07:18:30,094 - mmdet - INFO - Epoch [10][650/7330] lr: 4.612e-06, eta: 3 days, 10:50:48, time: 1.498, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1689, s0.acc: 94.2964, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2309, s1.loss_cls: 0.0810, s1.acc: 94.4192, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1136, s2.loss_cls: 0.0398, s2.acc: 94.3848, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0534, loss: 1.1174 2024-04-02 07:19:43,767 - mmdet - INFO - Epoch [10][700/7330] lr: 4.612e-06, eta: 3 days, 10:49:27, time: 1.474, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1706, s0.acc: 94.1829, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2332, s1.loss_cls: 0.0822, s1.acc: 94.2176, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1141, s2.loss_cls: 0.0410, s2.acc: 94.1393, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0531, loss: 1.1270 2024-04-02 07:20:57,689 - mmdet - INFO - Epoch [10][750/7330] lr: 4.612e-06, eta: 3 days, 10:48:06, time: 1.478, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1704, s0.acc: 94.1895, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2378, s1.loss_cls: 0.0810, s1.acc: 94.3102, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1163, s2.loss_cls: 0.0406, s2.acc: 94.2658, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0546, loss: 1.1417 2024-04-02 07:22:15,173 - mmdet - INFO - Epoch [10][800/7330] lr: 4.612e-06, eta: 3 days, 10:46:56, time: 1.550, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1686, s0.acc: 94.1443, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2316, s1.loss_cls: 0.0806, s1.acc: 94.2475, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1149, s2.loss_cls: 0.0405, s2.acc: 94.0615, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0540, loss: 1.1288 2024-04-02 07:23:33,720 - mmdet - INFO - Epoch [10][850/7330] lr: 4.612e-06, eta: 3 days, 10:45:49, time: 1.571, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1832, s0.acc: 93.7542, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2357, s1.loss_cls: 0.0872, s1.acc: 93.9643, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1155, s2.loss_cls: 0.0429, s2.acc: 93.8188, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0540, loss: 1.1765 2024-04-02 07:24:51,407 - mmdet - INFO - Epoch [10][900/7330] lr: 4.612e-06, eta: 3 days, 10:44:40, time: 1.553, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1718, s0.acc: 94.0945, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2327, s1.loss_cls: 0.0826, s1.acc: 94.2635, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1142, s2.loss_cls: 0.0413, s2.acc: 94.0307, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0540, loss: 1.1330 2024-04-02 07:26:07,712 - mmdet - INFO - Epoch [10][950/7330] lr: 4.612e-06, eta: 3 days, 10:43:26, time: 1.527, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1756, s0.acc: 93.8491, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2380, s1.loss_cls: 0.0842, s1.acc: 93.8602, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1154, s2.loss_cls: 0.0421, s2.acc: 93.7104, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0539, loss: 1.1723 2024-04-02 07:27:21,190 - mmdet - INFO - Epoch [10][1000/7330] lr: 4.612e-06, eta: 3 days, 10:42:05, time: 1.470, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1706, s0.acc: 94.1946, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2334, s1.loss_cls: 0.0821, s1.acc: 94.2444, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1145, s2.loss_cls: 0.0410, s2.acc: 94.0335, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0539, loss: 1.1416 2024-04-02 07:28:37,751 - mmdet - INFO - Epoch [10][1050/7330] lr: 4.612e-06, eta: 3 days, 10:40:52, time: 1.531, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1721, s0.acc: 94.0818, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2296, s1.loss_cls: 0.0823, s1.acc: 94.1772, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1128, s2.loss_cls: 0.0408, s2.acc: 93.9890, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0535, loss: 1.1262 2024-04-02 07:29:51,584 - mmdet - INFO - Epoch [10][1100/7330] lr: 4.612e-06, eta: 3 days, 10:39:31, time: 1.477, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1625, s0.acc: 94.3125, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2322, s1.loss_cls: 0.0778, s1.acc: 94.3937, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1130, s2.loss_cls: 0.0390, s2.acc: 94.3076, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0527, loss: 1.1155 2024-04-02 07:31:06,675 - mmdet - INFO - Epoch [10][1150/7330] lr: 4.612e-06, eta: 3 days, 10:38:14, time: 1.502, data_time: 0.064, memory: 29633, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1705, s0.acc: 94.1716, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2314, s1.loss_cls: 0.0823, s1.acc: 94.3579, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1125, s2.loss_cls: 0.0414, s2.acc: 94.1623, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0529, loss: 1.1315 2024-04-02 07:32:20,806 - mmdet - INFO - Epoch [10][1200/7330] lr: 4.612e-06, eta: 3 days, 10:36:54, time: 1.483, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1743, s0.acc: 94.0662, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2339, s1.loss_cls: 0.0839, s1.acc: 94.1128, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1145, s2.loss_cls: 0.0417, s2.acc: 94.0641, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0538, loss: 1.1512 2024-04-02 07:33:44,353 - mmdet - INFO - Epoch [10][1250/7330] lr: 4.612e-06, eta: 3 days, 10:36:02, time: 1.671, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1820, s0.acc: 93.7075, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2376, s1.loss_cls: 0.0871, s1.acc: 93.7719, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1174, s2.loss_cls: 0.0430, s2.acc: 93.6648, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0547, loss: 1.1890 2024-04-02 07:34:59,203 - mmdet - INFO - Epoch [10][1300/7330] lr: 4.612e-06, eta: 3 days, 10:34:44, time: 1.497, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1696, s0.acc: 94.0840, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2306, s1.loss_cls: 0.0811, s1.acc: 94.2471, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1137, s2.loss_cls: 0.0405, s2.acc: 94.0542, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0533, loss: 1.1277 2024-04-02 07:36:13,360 - mmdet - INFO - Epoch [10][1350/7330] lr: 4.612e-06, eta: 3 days, 10:33:24, time: 1.483, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1642, s0.acc: 94.2112, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2266, s1.loss_cls: 0.0784, s1.acc: 94.2787, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1117, s2.loss_cls: 0.0394, s2.acc: 94.1433, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0525, loss: 1.1111 2024-04-02 07:37:30,646 - mmdet - INFO - Epoch [10][1400/7330] lr: 4.612e-06, eta: 3 days, 10:32:13, time: 1.546, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1700, s0.acc: 94.1323, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2373, s1.loss_cls: 0.0805, s1.acc: 94.2852, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1169, s2.loss_cls: 0.0399, s2.acc: 94.1753, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0549, loss: 1.1453 2024-04-02 07:38:48,023 - mmdet - INFO - Epoch [10][1450/7330] lr: 4.612e-06, eta: 3 days, 10:31:03, time: 1.548, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1842, s0.acc: 93.6807, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2384, s1.loss_cls: 0.0880, s1.acc: 93.7851, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1168, s2.loss_cls: 0.0437, s2.acc: 93.5325, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0550, loss: 1.1877 2024-04-02 07:40:05,761 - mmdet - INFO - Epoch [10][1500/7330] lr: 4.612e-06, eta: 3 days, 10:29:54, time: 1.555, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1743, s0.acc: 94.0815, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2333, s1.loss_cls: 0.0831, s1.acc: 94.2866, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1146, s2.loss_cls: 0.0411, s2.acc: 94.1822, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0539, loss: 1.1421 2024-04-02 07:41:20,292 - mmdet - INFO - Epoch [10][1550/7330] lr: 4.612e-06, eta: 3 days, 10:28:35, time: 1.491, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1757, s0.acc: 94.1021, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2324, s1.loss_cls: 0.0852, s1.acc: 94.1801, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1145, s2.loss_cls: 0.0425, s2.acc: 94.0222, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0544, loss: 1.1501 2024-04-02 07:42:35,607 - mmdet - INFO - Epoch [10][1600/7330] lr: 4.612e-06, eta: 3 days, 10:27:18, time: 1.506, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1748, s0.acc: 93.9365, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2327, s1.loss_cls: 0.0853, s1.acc: 94.0341, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1138, s2.loss_cls: 0.0424, s2.acc: 93.8337, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0536, loss: 1.1586 2024-04-02 07:43:49,473 - mmdet - INFO - Epoch [10][1650/7330] lr: 4.612e-06, eta: 3 days, 10:25:58, time: 1.477, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1712, s0.acc: 94.1907, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2355, s1.loss_cls: 0.0820, s1.acc: 94.2751, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1150, s2.loss_cls: 0.0411, s2.acc: 94.0864, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0541, loss: 1.1364 2024-04-02 07:45:07,449 - mmdet - INFO - Epoch [10][1700/7330] lr: 4.612e-06, eta: 3 days, 10:24:49, time: 1.560, data_time: 0.066, memory: 29633, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1763, s0.acc: 94.0095, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2292, s1.loss_cls: 0.0858, s1.acc: 94.0601, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1122, s2.loss_cls: 0.0431, s2.acc: 93.7746, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0529, loss: 1.1453 2024-04-02 07:46:24,793 - mmdet - INFO - Epoch [10][1750/7330] lr: 4.612e-06, eta: 3 days, 10:23:38, time: 1.547, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1763, s0.acc: 93.8730, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2354, s1.loss_cls: 0.0838, s1.acc: 94.0768, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1144, s2.loss_cls: 0.0423, s2.acc: 93.7495, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0533, loss: 1.1644 2024-04-02 07:47:39,629 - mmdet - INFO - Epoch [10][1800/7330] lr: 4.612e-06, eta: 3 days, 10:22:21, time: 1.497, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1730, s0.acc: 94.1726, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2236, s1.loss_cls: 0.0836, s1.acc: 94.2430, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1100, s2.loss_cls: 0.0419, s2.acc: 93.9994, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0515, loss: 1.1168 2024-04-02 07:48:55,310 - mmdet - INFO - Epoch [10][1850/7330] lr: 4.612e-06, eta: 3 days, 10:21:05, time: 1.514, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1675, s0.acc: 94.1887, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2335, s1.loss_cls: 0.0798, s1.acc: 94.3271, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1154, s2.loss_cls: 0.0396, s2.acc: 94.3453, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0547, loss: 1.1283 2024-04-02 07:50:14,235 - mmdet - INFO - Epoch [10][1900/7330] lr: 4.612e-06, eta: 3 days, 10:19:59, time: 1.578, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1754, s0.acc: 93.9697, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2333, s1.loss_cls: 0.0856, s1.acc: 93.9873, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1147, s2.loss_cls: 0.0429, s2.acc: 93.7930, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0537, loss: 1.1561 2024-04-02 07:51:27,423 - mmdet - INFO - Epoch [10][1950/7330] lr: 4.612e-06, eta: 3 days, 10:18:37, time: 1.464, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1739, s0.acc: 94.0161, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2336, s1.loss_cls: 0.0837, s1.acc: 94.0529, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1135, s2.loss_cls: 0.0419, s2.acc: 93.8837, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0532, loss: 1.1452 2024-04-02 07:52:45,043 - mmdet - INFO - Epoch [10][2000/7330] lr: 4.612e-06, eta: 3 days, 10:17:27, time: 1.552, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1781, s0.acc: 93.7715, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2340, s1.loss_cls: 0.0853, s1.acc: 93.8861, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1148, s2.loss_cls: 0.0427, s2.acc: 93.7141, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0542, loss: 1.1706 2024-04-02 07:54:04,143 - mmdet - INFO - Epoch [10][2050/7330] lr: 4.612e-06, eta: 3 days, 10:16:21, time: 1.582, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1657, s0.acc: 94.2639, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2330, s1.loss_cls: 0.0797, s1.acc: 94.4138, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1143, s2.loss_cls: 0.0401, s2.acc: 94.2345, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0539, loss: 1.1252 2024-04-02 07:55:19,878 - mmdet - INFO - Epoch [10][2100/7330] lr: 4.612e-06, eta: 3 days, 10:15:06, time: 1.515, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1765, s0.acc: 93.9307, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2395, s1.loss_cls: 0.0849, s1.acc: 93.9840, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1176, s2.loss_cls: 0.0422, s2.acc: 93.8730, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0549, loss: 1.1758 2024-04-02 07:56:33,757 - mmdet - INFO - Epoch [10][2150/7330] lr: 4.612e-06, eta: 3 days, 10:13:45, time: 1.478, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1634, s0.acc: 94.4795, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2340, s1.loss_cls: 0.0788, s1.acc: 94.5467, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1142, s2.loss_cls: 0.0394, s2.acc: 94.3891, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0533, loss: 1.0973 2024-04-02 07:57:49,106 - mmdet - INFO - Epoch [10][2200/7330] lr: 4.612e-06, eta: 3 days, 10:12:29, time: 1.507, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1615, s0.acc: 94.3955, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2309, s1.loss_cls: 0.0772, s1.acc: 94.4899, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1130, s2.loss_cls: 0.0387, s2.acc: 94.3132, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0533, loss: 1.1091 2024-04-02 07:59:01,613 - mmdet - INFO - Epoch [10][2250/7330] lr: 4.612e-06, eta: 3 days, 10:11:05, time: 1.450, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1606, s0.acc: 94.2585, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2255, s1.loss_cls: 0.0770, s1.acc: 94.3547, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1116, s2.loss_cls: 0.0382, s2.acc: 94.3566, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0526, loss: 1.1028 2024-04-02 08:00:18,890 - mmdet - INFO - Epoch [10][2300/7330] lr: 4.612e-06, eta: 3 days, 10:09:54, time: 1.545, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1733, s0.acc: 94.0063, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2395, s1.loss_cls: 0.0839, s1.acc: 94.0291, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1168, s2.loss_cls: 0.0422, s2.acc: 93.7630, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0546, loss: 1.1683 2024-04-02 08:01:35,276 - mmdet - INFO - Epoch [10][2350/7330] lr: 4.612e-06, eta: 3 days, 10:08:40, time: 1.528, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1731, s0.acc: 94.0928, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2329, s1.loss_cls: 0.0815, s1.acc: 94.2793, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1140, s2.loss_cls: 0.0402, s2.acc: 94.2240, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0538, loss: 1.1443 2024-04-02 08:02:54,538 - mmdet - INFO - Epoch [10][2400/7330] lr: 4.612e-06, eta: 3 days, 10:07:35, time: 1.585, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1753, s0.acc: 93.9456, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2386, s1.loss_cls: 0.0843, s1.acc: 94.0162, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1157, s2.loss_cls: 0.0419, s2.acc: 93.8893, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0541, loss: 1.1666 2024-04-02 08:04:15,108 - mmdet - INFO - Epoch [10][2450/7330] lr: 4.612e-06, eta: 3 days, 10:06:34, time: 1.612, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1676, s0.acc: 94.1514, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2356, s1.loss_cls: 0.0807, s1.acc: 94.2258, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1150, s2.loss_cls: 0.0402, s2.acc: 94.0821, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0539, loss: 1.1351 2024-04-02 08:05:32,810 - mmdet - INFO - Epoch [10][2500/7330] lr: 4.612e-06, eta: 3 days, 10:05:24, time: 1.554, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1730, s0.acc: 94.1599, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2291, s1.loss_cls: 0.0830, s1.acc: 94.2676, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1123, s2.loss_cls: 0.0406, s2.acc: 94.1754, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0527, loss: 1.1228 2024-04-02 08:06:51,826 - mmdet - INFO - Epoch [10][2550/7330] lr: 4.612e-06, eta: 3 days, 10:04:18, time: 1.580, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1672, s0.acc: 94.2195, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2302, s1.loss_cls: 0.0786, s1.acc: 94.4055, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1117, s2.loss_cls: 0.0392, s2.acc: 94.3029, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0526, loss: 1.1162 2024-04-02 08:08:09,696 - mmdet - INFO - Epoch [10][2600/7330] lr: 4.612e-06, eta: 3 days, 10:03:09, time: 1.557, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1649, s0.acc: 94.2976, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2316, s1.loss_cls: 0.0787, s1.acc: 94.5058, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1129, s2.loss_cls: 0.0392, s2.acc: 94.2384, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0531, loss: 1.1228 2024-04-02 08:09:26,707 - mmdet - INFO - Epoch [10][2650/7330] lr: 4.612e-06, eta: 3 days, 10:01:57, time: 1.540, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1654, s0.acc: 94.2366, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2411, s1.loss_cls: 0.0799, s1.acc: 94.2310, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1175, s2.loss_cls: 0.0405, s2.acc: 93.9883, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0551, loss: 1.1415 2024-04-02 08:10:44,576 - mmdet - INFO - Epoch [10][2700/7330] lr: 4.612e-06, eta: 3 days, 10:00:48, time: 1.557, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1787, s0.acc: 93.8398, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2366, s1.loss_cls: 0.0864, s1.acc: 94.0368, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1152, s2.loss_cls: 0.0433, s2.acc: 93.8268, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0537, loss: 1.1689 2024-04-02 08:12:05,144 - mmdet - INFO - Epoch [10][2750/7330] lr: 4.612e-06, eta: 3 days, 9:59:46, time: 1.611, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1666, s0.acc: 94.2476, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2300, s1.loss_cls: 0.0807, s1.acc: 94.2255, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1122, s2.loss_cls: 0.0407, s2.acc: 94.1436, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0527, loss: 1.1118 2024-04-02 08:13:21,703 - mmdet - INFO - Epoch [10][2800/7330] lr: 4.612e-06, eta: 3 days, 9:58:33, time: 1.531, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1781, s0.acc: 93.8694, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2322, s1.loss_cls: 0.0847, s1.acc: 93.9746, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1137, s2.loss_cls: 0.0420, s2.acc: 93.8134, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0536, loss: 1.1585 2024-04-02 08:14:35,785 - mmdet - INFO - Epoch [10][2850/7330] lr: 4.612e-06, eta: 3 days, 9:57:13, time: 1.482, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1684, s0.acc: 94.1255, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2371, s1.loss_cls: 0.0803, s1.acc: 94.2887, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1158, s2.loss_cls: 0.0396, s2.acc: 94.2168, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0540, loss: 1.1384 2024-04-02 08:15:53,601 - mmdet - INFO - Epoch [10][2900/7330] lr: 4.612e-06, eta: 3 days, 9:56:04, time: 1.556, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1780, s0.acc: 93.8599, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2377, s1.loss_cls: 0.0857, s1.acc: 93.8976, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1162, s2.loss_cls: 0.0429, s2.acc: 93.7107, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0548, loss: 1.1743 2024-04-02 08:17:11,366 - mmdet - INFO - Epoch [10][2950/7330] lr: 4.612e-06, eta: 3 days, 9:54:54, time: 1.555, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1648, s0.acc: 94.2991, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2285, s1.loss_cls: 0.0774, s1.acc: 94.4617, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1117, s2.loss_cls: 0.0388, s2.acc: 94.2925, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0525, loss: 1.1074 2024-04-02 08:18:32,055 - mmdet - INFO - Epoch [10][3000/7330] lr: 4.612e-06, eta: 3 days, 9:53:53, time: 1.614, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1765, s0.acc: 94.0254, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2358, s1.loss_cls: 0.0839, s1.acc: 94.2015, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1161, s2.loss_cls: 0.0411, s2.acc: 94.1279, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0549, loss: 1.1502 2024-04-02 08:19:50,704 - mmdet - INFO - Epoch [10][3050/7330] lr: 4.612e-06, eta: 3 days, 9:52:46, time: 1.573, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1734, s0.acc: 94.0652, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2279, s1.loss_cls: 0.0837, s1.acc: 94.1346, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1121, s2.loss_cls: 0.0413, s2.acc: 94.1393, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0530, loss: 1.1302 2024-04-02 08:21:06,779 - mmdet - INFO - Epoch [10][3100/7330] lr: 4.612e-06, eta: 3 days, 9:51:32, time: 1.521, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1725, s0.acc: 94.0901, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2316, s1.loss_cls: 0.0830, s1.acc: 94.1524, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1130, s2.loss_cls: 0.0412, s2.acc: 94.0752, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0529, loss: 1.1411 2024-04-02 08:22:23,071 - mmdet - INFO - Epoch [10][3150/7330] lr: 4.612e-06, eta: 3 days, 9:50:18, time: 1.526, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1670, s0.acc: 94.2529, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2286, s1.loss_cls: 0.0794, s1.acc: 94.4735, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1127, s2.loss_cls: 0.0396, s2.acc: 94.2212, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0535, loss: 1.1178 2024-04-02 08:23:41,664 - mmdet - INFO - Epoch [10][3200/7330] lr: 4.612e-06, eta: 3 days, 9:49:10, time: 1.572, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1673, s0.acc: 94.2463, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2246, s1.loss_cls: 0.0799, s1.acc: 94.3068, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1112, s2.loss_cls: 0.0400, s2.acc: 94.1629, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0525, loss: 1.1025 2024-04-02 08:24:56,414 - mmdet - INFO - Epoch [10][3250/7330] lr: 4.612e-06, eta: 3 days, 9:47:52, time: 1.495, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1727, s0.acc: 94.1016, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2284, s1.loss_cls: 0.0814, s1.acc: 94.3322, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1117, s2.loss_cls: 0.0403, s2.acc: 94.2610, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0524, loss: 1.1246 2024-04-02 08:26:08,474 - mmdet - INFO - Epoch [10][3300/7330] lr: 4.612e-06, eta: 3 days, 9:46:27, time: 1.442, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1717, s0.acc: 94.1326, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2348, s1.loss_cls: 0.0804, s1.acc: 94.3454, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1147, s2.loss_cls: 0.0400, s2.acc: 94.2217, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0539, loss: 1.1487 2024-04-02 08:27:21,705 - mmdet - INFO - Epoch [10][3350/7330] lr: 4.612e-06, eta: 3 days, 9:45:04, time: 1.465, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1674, s0.acc: 94.2493, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2328, s1.loss_cls: 0.0796, s1.acc: 94.3303, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1139, s2.loss_cls: 0.0391, s2.acc: 94.2927, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0533, loss: 1.1176 2024-04-02 08:28:36,188 - mmdet - INFO - Epoch [10][3400/7330] lr: 4.612e-06, eta: 3 days, 9:43:45, time: 1.490, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1812, s0.acc: 93.8723, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2360, s1.loss_cls: 0.0868, s1.acc: 93.9043, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1138, s2.loss_cls: 0.0428, s2.acc: 93.8157, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0532, loss: 1.1565 2024-04-02 08:29:50,328 - mmdet - INFO - Epoch [10][3450/7330] lr: 4.612e-06, eta: 3 days, 9:42:26, time: 1.483, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1743, s0.acc: 93.9851, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2367, s1.loss_cls: 0.0839, s1.acc: 94.1017, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1147, s2.loss_cls: 0.0414, s2.acc: 93.9334, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0535, loss: 1.1456 2024-04-02 08:31:04,704 - mmdet - INFO - Epoch [10][3500/7330] lr: 4.612e-06, eta: 3 days, 9:41:06, time: 1.488, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1696, s0.acc: 94.1753, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2317, s1.loss_cls: 0.0805, s1.acc: 94.3701, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1126, s2.loss_cls: 0.0391, s2.acc: 94.3425, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0529, loss: 1.1240 2024-04-02 08:32:18,528 - mmdet - INFO - Epoch [10][3550/7330] lr: 4.612e-06, eta: 3 days, 9:39:46, time: 1.476, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1752, s0.acc: 94.0994, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2311, s1.loss_cls: 0.0832, s1.acc: 94.2421, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1122, s2.loss_cls: 0.0409, s2.acc: 94.1726, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0526, loss: 1.1306 2024-04-02 08:33:33,478 - mmdet - INFO - Epoch [10][3600/7330] lr: 4.612e-06, eta: 3 days, 9:38:28, time: 1.499, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1709, s0.acc: 94.1328, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2322, s1.loss_cls: 0.0822, s1.acc: 94.2909, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1133, s2.loss_cls: 0.0413, s2.acc: 94.0262, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0532, loss: 1.1387 2024-04-02 08:34:46,762 - mmdet - INFO - Epoch [10][3650/7330] lr: 4.612e-06, eta: 3 days, 9:37:06, time: 1.466, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1677, s0.acc: 94.2778, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2295, s1.loss_cls: 0.0814, s1.acc: 94.2904, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1117, s2.loss_cls: 0.0406, s2.acc: 94.2105, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0524, loss: 1.1116 2024-04-02 08:36:01,147 - mmdet - INFO - Epoch [10][3700/7330] lr: 4.612e-06, eta: 3 days, 9:35:47, time: 1.488, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1780, s0.acc: 93.9963, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2365, s1.loss_cls: 0.0858, s1.acc: 94.0634, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1160, s2.loss_cls: 0.0424, s2.acc: 93.8635, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0541, loss: 1.1546 2024-04-02 08:37:15,655 - mmdet - INFO - Epoch [10][3750/7330] lr: 4.612e-06, eta: 3 days, 9:34:28, time: 1.490, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1701, s0.acc: 94.0881, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2356, s1.loss_cls: 0.0814, s1.acc: 94.2100, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1154, s2.loss_cls: 0.0406, s2.acc: 94.0865, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0537, loss: 1.1382 2024-04-02 08:38:28,447 - mmdet - INFO - Epoch [10][3800/7330] lr: 4.612e-06, eta: 3 days, 9:33:05, time: 1.456, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1726, s0.acc: 94.0442, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2399, s1.loss_cls: 0.0839, s1.acc: 94.0092, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1168, s2.loss_cls: 0.0418, s2.acc: 93.8303, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0546, loss: 1.1573 2024-04-02 08:39:41,502 - mmdet - INFO - Epoch [10][3850/7330] lr: 4.612e-06, eta: 3 days, 9:31:42, time: 1.461, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1642, s0.acc: 94.3445, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2289, s1.loss_cls: 0.0803, s1.acc: 94.3482, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1118, s2.loss_cls: 0.0399, s2.acc: 94.2121, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0520, loss: 1.1054 2024-04-02 08:40:52,271 - mmdet - INFO - Epoch [10][3900/7330] lr: 4.612e-06, eta: 3 days, 9:30:13, time: 1.415, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1712, s0.acc: 94.1550, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2354, s1.loss_cls: 0.0825, s1.acc: 94.2561, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1161, s2.loss_cls: 0.0408, s2.acc: 94.1527, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0543, loss: 1.1324 2024-04-02 08:42:06,207 - mmdet - INFO - Epoch [10][3950/7330] lr: 4.612e-06, eta: 3 days, 9:28:52, time: 1.478, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1696, s0.acc: 94.1248, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2353, s1.loss_cls: 0.0814, s1.acc: 94.3222, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1154, s2.loss_cls: 0.0401, s2.acc: 94.2121, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0546, loss: 1.1387 2024-04-02 08:43:21,177 - mmdet - INFO - Epoch [10][4000/7330] lr: 4.612e-06, eta: 3 days, 9:27:35, time: 1.500, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1662, s0.acc: 94.1792, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2342, s1.loss_cls: 0.0802, s1.acc: 94.2889, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1149, s2.loss_cls: 0.0395, s2.acc: 94.1808, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0542, loss: 1.1194 2024-04-02 08:44:31,920 - mmdet - INFO - Epoch [10][4050/7330] lr: 4.612e-06, eta: 3 days, 9:26:06, time: 1.415, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1702, s0.acc: 94.1912, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2291, s1.loss_cls: 0.0821, s1.acc: 94.1868, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1123, s2.loss_cls: 0.0412, s2.acc: 93.9376, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0527, loss: 1.1232 2024-04-02 08:45:46,244 - mmdet - INFO - Epoch [10][4100/7330] lr: 4.612e-06, eta: 3 days, 9:24:47, time: 1.486, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1764, s0.acc: 93.9226, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2422, s1.loss_cls: 0.0851, s1.acc: 93.9501, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1171, s2.loss_cls: 0.0426, s2.acc: 93.8331, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0545, loss: 1.1672 2024-04-02 08:47:01,700 - mmdet - INFO - Epoch [10][4150/7330] lr: 4.612e-06, eta: 3 days, 9:23:31, time: 1.509, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1696, s0.acc: 94.0522, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2374, s1.loss_cls: 0.0815, s1.acc: 94.1487, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1151, s2.loss_cls: 0.0404, s2.acc: 94.0590, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0539, loss: 1.1315 2024-04-02 08:48:19,633 - mmdet - INFO - Epoch [10][4200/7330] lr: 4.612e-06, eta: 3 days, 9:22:22, time: 1.559, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1703, s0.acc: 94.1438, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2377, s1.loss_cls: 0.0829, s1.acc: 94.1549, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1164, s2.loss_cls: 0.0415, s2.acc: 93.9991, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0548, loss: 1.1477 2024-04-02 08:49:38,347 - mmdet - INFO - Epoch [10][4250/7330] lr: 4.612e-06, eta: 3 days, 9:21:15, time: 1.574, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1812, s0.acc: 93.8252, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2401, s1.loss_cls: 0.0888, s1.acc: 93.7902, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1176, s2.loss_cls: 0.0438, s2.acc: 93.7637, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0555, loss: 1.1667 2024-04-02 08:50:55,786 - mmdet - INFO - Epoch [10][4300/7330] lr: 4.612e-06, eta: 3 days, 9:20:04, time: 1.549, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1785, s0.acc: 93.8789, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2365, s1.loss_cls: 0.0862, s1.acc: 93.9741, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1154, s2.loss_cls: 0.0430, s2.acc: 93.8409, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0538, loss: 1.1662 2024-04-02 08:52:13,642 - mmdet - INFO - Epoch [10][4350/7330] lr: 4.612e-06, eta: 3 days, 9:18:54, time: 1.557, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1800, s0.acc: 93.8477, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2308, s1.loss_cls: 0.0872, s1.acc: 93.9252, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1134, s2.loss_cls: 0.0437, s2.acc: 93.6766, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0534, loss: 1.1619 2024-04-02 08:53:26,854 - mmdet - INFO - Epoch [10][4400/7330] lr: 4.612e-06, eta: 3 days, 9:17:32, time: 1.464, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1716, s0.acc: 94.0935, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2345, s1.loss_cls: 0.0831, s1.acc: 94.1975, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1144, s2.loss_cls: 0.0406, s2.acc: 94.1774, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0537, loss: 1.1352 2024-04-02 08:54:41,230 - mmdet - INFO - Epoch [10][4450/7330] lr: 4.612e-06, eta: 3 days, 9:16:13, time: 1.488, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1704, s0.acc: 94.0496, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2380, s1.loss_cls: 0.0828, s1.acc: 94.0824, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1163, s2.loss_cls: 0.0415, s2.acc: 93.9798, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0544, loss: 1.1363 2024-04-02 08:55:58,197 - mmdet - INFO - Epoch [10][4500/7330] lr: 4.612e-06, eta: 3 days, 9:15:01, time: 1.539, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1748, s0.acc: 94.0647, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2338, s1.loss_cls: 0.0828, s1.acc: 94.2351, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1138, s2.loss_cls: 0.0416, s2.acc: 94.1219, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0535, loss: 1.1503 2024-04-02 08:57:15,774 - mmdet - INFO - Epoch [10][4550/7330] lr: 4.612e-06, eta: 3 days, 9:13:51, time: 1.552, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1741, s0.acc: 94.0122, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2336, s1.loss_cls: 0.0834, s1.acc: 94.1960, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1137, s2.loss_cls: 0.0412, s2.acc: 94.1328, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0533, loss: 1.1503 2024-04-02 08:58:30,531 - mmdet - INFO - Epoch [10][4600/7330] lr: 4.612e-06, eta: 3 days, 9:12:33, time: 1.495, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1694, s0.acc: 94.2427, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2344, s1.loss_cls: 0.0815, s1.acc: 94.3355, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1149, s2.loss_cls: 0.0406, s2.acc: 94.1675, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0539, loss: 1.1443 2024-04-02 08:59:44,844 - mmdet - INFO - Epoch [10][4650/7330] lr: 4.612e-06, eta: 3 days, 9:11:14, time: 1.487, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1719, s0.acc: 94.1011, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2314, s1.loss_cls: 0.0830, s1.acc: 94.2285, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1136, s2.loss_cls: 0.0407, s2.acc: 94.1898, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0531, loss: 1.1274 2024-04-02 09:01:01,697 - mmdet - INFO - Epoch [10][4700/7330] lr: 4.612e-06, eta: 3 days, 9:10:02, time: 1.537, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1696, s0.acc: 94.1946, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2345, s1.loss_cls: 0.0812, s1.acc: 94.3505, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1150, s2.loss_cls: 0.0404, s2.acc: 94.2941, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0544, loss: 1.1352 2024-04-02 09:02:17,149 - mmdet - INFO - Epoch [10][4750/7330] lr: 4.612e-06, eta: 3 days, 9:08:46, time: 1.509, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1763, s0.acc: 93.9675, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2352, s1.loss_cls: 0.0849, s1.acc: 94.0374, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1136, s2.loss_cls: 0.0419, s2.acc: 94.0290, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0534, loss: 1.1566 2024-04-02 09:03:30,421 - mmdet - INFO - Epoch [10][4800/7330] lr: 4.612e-06, eta: 3 days, 9:07:24, time: 1.465, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1720, s0.acc: 94.0107, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2395, s1.loss_cls: 0.0828, s1.acc: 94.0914, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1151, s2.loss_cls: 0.0414, s2.acc: 93.9146, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0539, loss: 1.1572 2024-04-02 09:04:49,264 - mmdet - INFO - Epoch [10][4850/7330] lr: 4.612e-06, eta: 3 days, 9:06:17, time: 1.577, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1798, s0.acc: 93.8223, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2368, s1.loss_cls: 0.0865, s1.acc: 93.9583, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1146, s2.loss_cls: 0.0430, s2.acc: 93.7500, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0536, loss: 1.1701 2024-04-02 09:06:06,923 - mmdet - INFO - Epoch [10][4900/7330] lr: 4.612e-06, eta: 3 days, 9:05:07, time: 1.553, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1750, s0.acc: 93.9636, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2329, s1.loss_cls: 0.0841, s1.acc: 94.1326, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1134, s2.loss_cls: 0.0418, s2.acc: 93.9793, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0529, loss: 1.1521 2024-04-02 09:07:21,798 - mmdet - INFO - Epoch [10][4950/7330] lr: 4.612e-06, eta: 3 days, 9:03:49, time: 1.497, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1854, s0.acc: 93.6772, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2345, s1.loss_cls: 0.0891, s1.acc: 93.7552, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1150, s2.loss_cls: 0.0437, s2.acc: 93.6943, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0535, loss: 1.1844 2024-04-02 09:08:39,301 - mmdet - INFO - Epoch [10][5000/7330] lr: 4.612e-06, eta: 3 days, 9:02:39, time: 1.550, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1701, s0.acc: 94.1675, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2327, s1.loss_cls: 0.0822, s1.acc: 94.2997, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1150, s2.loss_cls: 0.0409, s2.acc: 94.2061, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0539, loss: 1.1377 2024-04-02 09:09:57,007 - mmdet - INFO - Epoch [10][5050/7330] lr: 4.612e-06, eta: 3 days, 9:01:29, time: 1.554, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1768, s0.acc: 93.8877, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2359, s1.loss_cls: 0.0847, s1.acc: 93.9786, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1147, s2.loss_cls: 0.0422, s2.acc: 93.8714, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0541, loss: 1.1575 2024-04-02 09:11:15,350 - mmdet - INFO - Epoch [10][5100/7330] lr: 4.612e-06, eta: 3 days, 9:00:20, time: 1.567, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1828, s0.acc: 93.8542, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2362, s1.loss_cls: 0.0868, s1.acc: 93.9688, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1145, s2.loss_cls: 0.0428, s2.acc: 93.9277, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0538, loss: 1.1811 2024-04-02 09:12:31,774 - mmdet - INFO - Epoch [10][5150/7330] lr: 4.612e-06, eta: 3 days, 8:59:07, time: 1.528, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1749, s0.acc: 94.0129, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2353, s1.loss_cls: 0.0847, s1.acc: 94.1062, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1152, s2.loss_cls: 0.0419, s2.acc: 93.9940, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0541, loss: 1.1601 2024-04-02 09:13:49,890 - mmdet - INFO - Epoch [10][5200/7330] lr: 4.612e-06, eta: 3 days, 8:57:58, time: 1.562, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1788, s0.acc: 93.8945, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2349, s1.loss_cls: 0.0857, s1.acc: 93.9810, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1153, s2.loss_cls: 0.0427, s2.acc: 93.8092, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0540, loss: 1.1610 2024-04-02 09:15:06,536 - mmdet - INFO - Epoch [10][5250/7330] lr: 4.612e-06, eta: 3 days, 8:56:45, time: 1.533, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1687, s0.acc: 94.2429, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2286, s1.loss_cls: 0.0795, s1.acc: 94.4263, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1121, s2.loss_cls: 0.0394, s2.acc: 94.2862, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0527, loss: 1.1113 2024-04-02 09:16:23,651 - mmdet - INFO - Epoch [10][5300/7330] lr: 4.612e-06, eta: 3 days, 8:55:34, time: 1.542, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1741, s0.acc: 94.0132, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2293, s1.loss_cls: 0.0835, s1.acc: 94.2257, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1132, s2.loss_cls: 0.0416, s2.acc: 94.0941, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0530, loss: 1.1485 2024-04-02 09:17:38,564 - mmdet - INFO - Epoch [10][5350/7330] lr: 4.612e-06, eta: 3 days, 8:54:16, time: 1.498, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1736, s0.acc: 94.0466, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2330, s1.loss_cls: 0.0848, s1.acc: 94.0525, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1140, s2.loss_cls: 0.0417, s2.acc: 93.8833, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0533, loss: 1.1442 2024-04-02 09:18:56,246 - mmdet - INFO - Epoch [10][5400/7330] lr: 4.612e-06, eta: 3 days, 8:53:06, time: 1.553, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1772, s0.acc: 94.0527, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2395, s1.loss_cls: 0.0848, s1.acc: 94.1590, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1158, s2.loss_cls: 0.0421, s2.acc: 93.9857, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0542, loss: 1.1615 2024-04-02 09:20:12,801 - mmdet - INFO - Epoch [10][5450/7330] lr: 4.612e-06, eta: 3 days, 8:51:53, time: 1.532, data_time: 0.065, memory: 29633, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1744, s0.acc: 94.0605, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2333, s1.loss_cls: 0.0843, s1.acc: 94.1189, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1154, s2.loss_cls: 0.0418, s2.acc: 94.0309, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0542, loss: 1.1490 2024-04-02 09:21:28,631 - mmdet - INFO - Epoch [10][5500/7330] lr: 4.612e-06, eta: 3 days, 8:50:38, time: 1.517, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1664, s0.acc: 94.2317, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2228, s1.loss_cls: 0.0801, s1.acc: 94.3651, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1094, s2.loss_cls: 0.0404, s2.acc: 94.0778, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0520, loss: 1.0989 2024-04-02 09:22:40,638 - mmdet - INFO - Epoch [10][5550/7330] lr: 4.612e-06, eta: 3 days, 8:49:12, time: 1.440, data_time: 0.064, memory: 29633, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1703, s0.acc: 94.1799, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2399, s1.loss_cls: 0.0824, s1.acc: 94.1957, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1169, s2.loss_cls: 0.0407, s2.acc: 94.0884, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0547, loss: 1.1411 2024-04-02 09:23:54,138 - mmdet - INFO - Epoch [10][5600/7330] lr: 4.612e-06, eta: 3 days, 8:47:51, time: 1.470, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1624, s0.acc: 94.4146, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2337, s1.loss_cls: 0.0780, s1.acc: 94.4662, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1145, s2.loss_cls: 0.0389, s2.acc: 94.3118, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0541, loss: 1.1101 2024-04-02 09:25:09,988 - mmdet - INFO - Epoch [10][5650/7330] lr: 4.612e-06, eta: 3 days, 8:46:36, time: 1.517, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1800, s0.acc: 93.8013, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2328, s1.loss_cls: 0.0862, s1.acc: 93.9007, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1141, s2.loss_cls: 0.0425, s2.acc: 93.8326, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0540, loss: 1.1627 2024-04-02 09:26:26,569 - mmdet - INFO - Epoch [10][5700/7330] lr: 4.612e-06, eta: 3 days, 8:45:23, time: 1.532, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1791, s0.acc: 93.8235, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2379, s1.loss_cls: 0.0853, s1.acc: 93.9496, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1171, s2.loss_cls: 0.0422, s2.acc: 93.8515, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0547, loss: 1.1831 2024-04-02 09:27:45,442 - mmdet - INFO - Epoch [10][5750/7330] lr: 4.612e-06, eta: 3 days, 8:44:16, time: 1.577, data_time: 0.047, memory: 29633, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1835, s0.acc: 93.9292, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2316, s1.loss_cls: 0.0878, s1.acc: 94.0180, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1124, s2.loss_cls: 0.0429, s2.acc: 93.8941, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0524, loss: 1.1587 2024-04-02 09:29:03,205 - mmdet - INFO - Epoch [10][5800/7330] lr: 4.612e-06, eta: 3 days, 8:43:06, time: 1.556, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1706, s0.acc: 94.2261, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2370, s1.loss_cls: 0.0824, s1.acc: 94.3127, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1157, s2.loss_cls: 0.0403, s2.acc: 94.2150, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0538, loss: 1.1437 2024-04-02 09:30:17,286 - mmdet - INFO - Epoch [10][5850/7330] lr: 4.612e-06, eta: 3 days, 8:41:46, time: 1.482, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1691, s0.acc: 94.2236, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2328, s1.loss_cls: 0.0818, s1.acc: 94.2776, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1143, s2.loss_cls: 0.0406, s2.acc: 94.2294, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0535, loss: 1.1277 2024-04-02 09:31:37,148 - mmdet - INFO - Epoch [10][5900/7330] lr: 4.612e-06, eta: 3 days, 8:40:42, time: 1.597, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1800, s0.acc: 93.7178, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2346, s1.loss_cls: 0.0871, s1.acc: 93.8211, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1160, s2.loss_cls: 0.0436, s2.acc: 93.6560, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0548, loss: 1.1804 2024-04-02 09:32:52,744 - mmdet - INFO - Epoch [10][5950/7330] lr: 4.612e-06, eta: 3 days, 8:39:26, time: 1.512, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1770, s0.acc: 94.0503, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2375, s1.loss_cls: 0.0846, s1.acc: 94.1554, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1154, s2.loss_cls: 0.0416, s2.acc: 94.0471, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0543, loss: 1.1625 2024-04-02 09:34:09,516 - mmdet - INFO - Epoch [10][6000/7330] lr: 4.612e-06, eta: 3 days, 8:38:14, time: 1.535, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1620, s0.acc: 94.4136, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2272, s1.loss_cls: 0.0771, s1.acc: 94.5602, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1104, s2.loss_cls: 0.0390, s2.acc: 94.3288, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0518, loss: 1.1041 2024-04-02 09:35:28,434 - mmdet - INFO - Epoch [10][6050/7330] lr: 4.612e-06, eta: 3 days, 8:37:07, time: 1.578, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1748, s0.acc: 93.9756, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2411, s1.loss_cls: 0.0843, s1.acc: 94.0401, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1168, s2.loss_cls: 0.0417, s2.acc: 93.8638, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0549, loss: 1.1678 2024-04-02 09:36:47,066 - mmdet - INFO - Epoch [10][6100/7330] lr: 4.612e-06, eta: 3 days, 8:35:59, time: 1.572, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1782, s0.acc: 93.8438, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2356, s1.loss_cls: 0.0872, s1.acc: 93.8117, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1151, s2.loss_cls: 0.0439, s2.acc: 93.5812, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0539, loss: 1.1701 2024-04-02 09:38:05,128 - mmdet - INFO - Epoch [10][6150/7330] lr: 4.612e-06, eta: 3 days, 8:34:50, time: 1.562, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1729, s0.acc: 94.1680, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2307, s1.loss_cls: 0.0829, s1.acc: 94.2505, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1122, s2.loss_cls: 0.0413, s2.acc: 94.1805, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0529, loss: 1.1272 2024-04-02 09:39:26,792 - mmdet - INFO - Epoch [10][6200/7330] lr: 4.612e-06, eta: 3 days, 8:33:50, time: 1.633, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1704, s0.acc: 94.2805, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2315, s1.loss_cls: 0.0813, s1.acc: 94.4247, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1132, s2.loss_cls: 0.0406, s2.acc: 94.3648, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0535, loss: 1.1174 2024-04-02 09:40:47,258 - mmdet - INFO - Epoch [10][6250/7330] lr: 4.612e-06, eta: 3 days, 8:32:47, time: 1.609, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1643, s0.acc: 94.3967, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2321, s1.loss_cls: 0.0782, s1.acc: 94.5071, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1135, s2.loss_cls: 0.0384, s2.acc: 94.3943, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0533, loss: 1.1019 2024-04-02 09:42:04,729 - mmdet - INFO - Epoch [10][6300/7330] lr: 4.612e-06, eta: 3 days, 8:31:37, time: 1.549, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1754, s0.acc: 94.0571, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2382, s1.loss_cls: 0.0834, s1.acc: 94.2605, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1164, s2.loss_cls: 0.0414, s2.acc: 94.1169, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0548, loss: 1.1540 2024-04-02 09:43:21,944 - mmdet - INFO - Epoch [10][6350/7330] lr: 4.612e-06, eta: 3 days, 8:30:25, time: 1.544, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1729, s0.acc: 94.1814, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2341, s1.loss_cls: 0.0831, s1.acc: 94.2332, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1153, s2.loss_cls: 0.0416, s2.acc: 94.1510, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0538, loss: 1.1436 2024-04-02 09:44:35,645 - mmdet - INFO - Epoch [10][6400/7330] lr: 4.612e-06, eta: 3 days, 8:29:04, time: 1.474, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1707, s0.acc: 94.1760, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2268, s1.loss_cls: 0.0816, s1.acc: 94.2932, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1116, s2.loss_cls: 0.0400, s2.acc: 94.1614, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0526, loss: 1.1109 2024-04-02 09:45:49,521 - mmdet - INFO - Epoch [10][6450/7330] lr: 4.612e-06, eta: 3 days, 8:27:44, time: 1.478, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1693, s0.acc: 94.2388, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2272, s1.loss_cls: 0.0827, s1.acc: 94.2058, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1119, s2.loss_cls: 0.0416, s2.acc: 94.0109, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0526, loss: 1.1211 2024-04-02 09:47:07,608 - mmdet - INFO - Epoch [10][6500/7330] lr: 4.612e-06, eta: 3 days, 8:26:35, time: 1.562, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1741, s0.acc: 93.9070, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2318, s1.loss_cls: 0.0836, s1.acc: 94.0208, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1137, s2.loss_cls: 0.0417, s2.acc: 93.8747, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0531, loss: 1.1581 2024-04-02 09:48:24,362 - mmdet - INFO - Epoch [10][6550/7330] lr: 4.612e-06, eta: 3 days, 8:25:22, time: 1.535, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1764, s0.acc: 94.0642, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2373, s1.loss_cls: 0.0856, s1.acc: 94.0489, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1152, s2.loss_cls: 0.0427, s2.acc: 93.8969, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0537, loss: 1.1498 2024-04-02 09:49:40,172 - mmdet - INFO - Epoch [10][6600/7330] lr: 4.612e-06, eta: 3 days, 8:24:07, time: 1.516, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1721, s0.acc: 94.0610, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2350, s1.loss_cls: 0.0823, s1.acc: 94.1413, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1142, s2.loss_cls: 0.0410, s2.acc: 93.9133, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0532, loss: 1.1415 2024-04-02 09:50:56,438 - mmdet - INFO - Epoch [10][6650/7330] lr: 4.612e-06, eta: 3 days, 8:22:53, time: 1.525, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1694, s0.acc: 94.1763, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2300, s1.loss_cls: 0.0816, s1.acc: 94.2032, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1124, s2.loss_cls: 0.0403, s2.acc: 94.0092, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0531, loss: 1.1227 2024-04-02 09:52:10,967 - mmdet - INFO - Epoch [10][6700/7330] lr: 4.612e-06, eta: 3 days, 8:21:34, time: 1.490, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1793, s0.acc: 93.8142, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2408, s1.loss_cls: 0.0856, s1.acc: 93.9500, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1173, s2.loss_cls: 0.0423, s2.acc: 93.8925, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0550, loss: 1.1757 2024-04-02 09:53:28,534 - mmdet - INFO - Epoch [10][6750/7330] lr: 4.612e-06, eta: 3 days, 8:20:23, time: 1.552, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1715, s0.acc: 94.1343, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2349, s1.loss_cls: 0.0823, s1.acc: 94.2656, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1150, s2.loss_cls: 0.0409, s2.acc: 94.1731, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0530, loss: 1.1465 2024-04-02 09:54:42,162 - mmdet - INFO - Epoch [10][6800/7330] lr: 4.612e-06, eta: 3 days, 8:19:03, time: 1.473, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1739, s0.acc: 94.0303, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2352, s1.loss_cls: 0.0842, s1.acc: 94.0223, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1155, s2.loss_cls: 0.0421, s2.acc: 93.8897, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0542, loss: 1.1472 2024-04-02 09:55:58,604 - mmdet - INFO - Epoch [10][6850/7330] lr: 4.612e-06, eta: 3 days, 8:17:49, time: 1.529, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1736, s0.acc: 94.1111, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2314, s1.loss_cls: 0.0841, s1.acc: 94.1056, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1122, s2.loss_cls: 0.0418, s2.acc: 94.0165, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0527, loss: 1.1360 2024-04-02 09:57:15,044 - mmdet - INFO - Epoch [10][6900/7330] lr: 4.612e-06, eta: 3 days, 8:16:35, time: 1.529, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1694, s0.acc: 94.2388, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2366, s1.loss_cls: 0.0816, s1.acc: 94.2825, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1154, s2.loss_cls: 0.0407, s2.acc: 94.1037, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0539, loss: 1.1331 2024-04-02 09:58:31,135 - mmdet - INFO - Epoch [10][6950/7330] lr: 4.612e-06, eta: 3 days, 8:15:21, time: 1.522, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1726, s0.acc: 93.9612, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2431, s1.loss_cls: 0.0829, s1.acc: 94.0296, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1179, s2.loss_cls: 0.0417, s2.acc: 93.9474, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0552, loss: 1.1530 2024-04-02 09:59:45,081 - mmdet - INFO - Epoch [10][7000/7330] lr: 4.612e-06, eta: 3 days, 8:14:01, time: 1.479, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1764, s0.acc: 93.9094, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2351, s1.loss_cls: 0.0859, s1.acc: 93.8602, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1150, s2.loss_cls: 0.0423, s2.acc: 93.8178, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0537, loss: 1.1524 2024-04-02 10:00:59,979 - mmdet - INFO - Epoch [10][7050/7330] lr: 4.612e-06, eta: 3 days, 8:12:43, time: 1.498, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1680, s0.acc: 94.3203, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2286, s1.loss_cls: 0.0819, s1.acc: 94.3273, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1130, s2.loss_cls: 0.0409, s2.acc: 94.1673, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0528, loss: 1.0986 2024-04-02 10:02:14,772 - mmdet - INFO - Epoch [10][7100/7330] lr: 4.612e-06, eta: 3 days, 8:11:25, time: 1.496, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1711, s0.acc: 94.1294, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2350, s1.loss_cls: 0.0832, s1.acc: 94.1963, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1153, s2.loss_cls: 0.0413, s2.acc: 93.9577, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0542, loss: 1.1502 2024-04-02 10:03:31,197 - mmdet - INFO - Epoch [10][7150/7330] lr: 4.612e-06, eta: 3 days, 8:10:12, time: 1.528, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1672, s0.acc: 94.2993, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2266, s1.loss_cls: 0.0804, s1.acc: 94.3716, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1113, s2.loss_cls: 0.0403, s2.acc: 94.2612, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0526, loss: 1.1166 2024-04-02 10:04:50,117 - mmdet - INFO - Epoch [10][7200/7330] lr: 4.612e-06, eta: 3 days, 8:09:05, time: 1.578, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1837, s0.acc: 93.7869, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2362, s1.loss_cls: 0.0878, s1.acc: 93.8981, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1148, s2.loss_cls: 0.0439, s2.acc: 93.7769, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0541, loss: 1.1787 2024-04-02 10:06:05,422 - mmdet - INFO - Epoch [10][7250/7330] lr: 4.612e-06, eta: 3 days, 8:07:48, time: 1.506, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1685, s0.acc: 94.3037, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2325, s1.loss_cls: 0.0799, s1.acc: 94.4788, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1144, s2.loss_cls: 0.0402, s2.acc: 94.2530, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0541, loss: 1.1205 2024-04-02 10:07:22,806 - mmdet - INFO - Epoch [10][7300/7330] lr: 4.612e-06, eta: 3 days, 8:06:37, time: 1.548, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1734, s0.acc: 93.9568, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2336, s1.loss_cls: 0.0832, s1.acc: 94.1013, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1149, s2.loss_cls: 0.0412, s2.acc: 93.9566, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0537, loss: 1.1450 2024-04-02 10:08:05,455 - mmdet - INFO - Saving checkpoint at 10 epochs 2024-04-02 10:16:09,998 - mmdet - INFO - Evaluating bbox... 2024-04-02 10:16:57,106 - 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 ] = 0.677 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.533 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.310 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 ] = 0.634 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 ] = 0.438 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 ] = 0.773 2024-04-02 10:16:57,107 - mmdet - INFO - Evaluating segm... 2024-04-02 10:17:45,670 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.422 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.650 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.455 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.221 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 ] = 0.600 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.545 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.545 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.545 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.355 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 ] = 0.702 2024-04-02 10:17:46,361 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-02 10:17:46,363 - mmdet - INFO - Epoch(val) [10][1250] bbox_mAP: 0.4900, bbox_mAP_50: 0.6770, bbox_mAP_75: 0.5330, bbox_mAP_s: 0.3100, bbox_mAP_m: 0.5310, bbox_mAP_l: 0.6340, bbox_mAP_copypaste: 0.490 0.677 0.533 0.310 0.531 0.634, segm_mAP: 0.4220, segm_mAP_50: 0.6500, segm_mAP_75: 0.4550, segm_mAP_s: 0.2210, segm_mAP_m: 0.4610, segm_mAP_l: 0.6000, segm_mAP_copypaste: 0.422 0.650 0.455 0.221 0.461 0.600 2024-04-02 10:19:02,960 - mmdet - INFO - Epoch [11][50/7330] lr: 4.612e-06, eta: 3 days, 8:02:40, time: 1.531, data_time: 0.113, memory: 29633, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1652, s0.acc: 94.3149, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2278, s1.loss_cls: 0.0788, s1.acc: 94.4546, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1111, s2.loss_cls: 0.0390, s2.acc: 94.3462, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0519, loss: 1.1022 2024-04-02 10:20:15,098 - mmdet - INFO - Epoch [11][100/7330] lr: 4.612e-06, eta: 3 days, 8:01:16, time: 1.443, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1643, s0.acc: 94.3298, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2290, s1.loss_cls: 0.0786, s1.acc: 94.4795, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1121, s2.loss_cls: 0.0395, s2.acc: 94.3246, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0528, loss: 1.1086 2024-04-02 10:21:27,478 - mmdet - INFO - Epoch [11][150/7330] lr: 4.612e-06, eta: 3 days, 7:59:52, time: 1.447, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1646, s0.acc: 94.3303, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2354, s1.loss_cls: 0.0787, s1.acc: 94.5127, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1145, s2.loss_cls: 0.0392, s2.acc: 94.3862, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0540, loss: 1.1282 2024-04-02 10:22:41,966 - mmdet - INFO - Epoch [11][200/7330] lr: 4.612e-06, eta: 3 days, 7:58:33, time: 1.490, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1609, s0.acc: 94.4709, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2282, s1.loss_cls: 0.0759, s1.acc: 94.5899, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1125, s2.loss_cls: 0.0377, s2.acc: 94.4546, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0528, loss: 1.1007 2024-04-02 10:23:58,767 - mmdet - INFO - Epoch [11][250/7330] lr: 4.612e-06, eta: 3 days, 7:57:21, time: 1.536, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1778, s0.acc: 93.8567, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2336, s1.loss_cls: 0.0837, s1.acc: 94.1191, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1144, s2.loss_cls: 0.0413, s2.acc: 94.0442, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0536, loss: 1.1586 2024-04-02 10:25:17,246 - mmdet - INFO - Epoch [11][300/7330] lr: 4.612e-06, eta: 3 days, 7:56:12, time: 1.570, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1625, s0.acc: 94.3799, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2236, s1.loss_cls: 0.0785, s1.acc: 94.5134, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1091, s2.loss_cls: 0.0395, s2.acc: 94.3599, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0512, loss: 1.0897 2024-04-02 10:26:31,601 - mmdet - INFO - Epoch [11][350/7330] lr: 4.612e-06, eta: 3 days, 7:54:53, time: 1.487, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1736, s0.acc: 94.0535, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2336, s1.loss_cls: 0.0839, s1.acc: 94.1157, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1143, s2.loss_cls: 0.0416, s2.acc: 94.0176, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0540, loss: 1.1515 2024-04-02 10:27:46,716 - mmdet - INFO - Epoch [11][400/7330] lr: 4.612e-06, eta: 3 days, 7:53:36, time: 1.502, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1806, s0.acc: 93.9023, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2359, s1.loss_cls: 0.0876, s1.acc: 93.9357, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1144, s2.loss_cls: 0.0435, s2.acc: 93.7965, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0538, loss: 1.1651 2024-04-02 10:29:03,420 - mmdet - INFO - Epoch [11][450/7330] lr: 4.612e-06, eta: 3 days, 7:52:24, time: 1.534, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1707, s0.acc: 94.0610, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2299, s1.loss_cls: 0.0823, s1.acc: 94.0520, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1123, s2.loss_cls: 0.0413, s2.acc: 93.8688, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0525, loss: 1.1254 2024-04-02 10:30:20,988 - mmdet - INFO - Epoch [11][500/7330] lr: 4.612e-06, eta: 3 days, 7:51:13, time: 1.551, data_time: 0.064, memory: 29633, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1626, s0.acc: 94.3838, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2308, s1.loss_cls: 0.0783, s1.acc: 94.4451, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1119, s2.loss_cls: 0.0384, s2.acc: 94.4663, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0521, loss: 1.0980 2024-04-02 10:31:38,475 - mmdet - INFO - Epoch [11][550/7330] lr: 4.612e-06, eta: 3 days, 7:50:02, time: 1.549, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1682, s0.acc: 94.1465, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2309, s1.loss_cls: 0.0809, s1.acc: 94.2303, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1126, s2.loss_cls: 0.0402, s2.acc: 94.0475, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0527, loss: 1.1274 2024-04-02 10:32:53,786 - mmdet - INFO - Epoch [11][600/7330] lr: 4.612e-06, eta: 3 days, 7:48:46, time: 1.507, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1753, s0.acc: 94.0481, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2364, s1.loss_cls: 0.0842, s1.acc: 94.1223, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1145, s2.loss_cls: 0.0417, s2.acc: 94.0199, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0535, loss: 1.1431 2024-04-02 10:34:09,351 - mmdet - INFO - Epoch [11][650/7330] lr: 4.612e-06, eta: 3 days, 7:47:30, time: 1.511, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1714, s0.acc: 94.0635, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2378, s1.loss_cls: 0.0828, s1.acc: 94.1296, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1151, s2.loss_cls: 0.0407, s2.acc: 93.9634, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0538, loss: 1.1488 2024-04-02 10:35:24,276 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-02 10:35:24,276 - mmdet - INFO - Epoch [11][700/7330] lr: 4.612e-06, eta: 3 days, 7:46:13, time: 1.498, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1797, s0.acc: 93.8306, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2330, s1.loss_cls: 0.0858, s1.acc: 93.9974, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1145, s2.loss_cls: 0.0424, s2.acc: 93.8854, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0537, loss: 1.1646 2024-04-02 10:36:40,848 - mmdet - INFO - Epoch [11][750/7330] lr: 4.612e-06, eta: 3 days, 7:44:59, time: 1.531, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1667, s0.acc: 94.2900, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2326, s1.loss_cls: 0.0800, s1.acc: 94.3604, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1124, s2.loss_cls: 0.0402, s2.acc: 94.1026, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0528, loss: 1.1065 2024-04-02 10:37:54,312 - mmdet - INFO - Epoch [11][800/7330] lr: 4.612e-06, eta: 3 days, 7:43:38, time: 1.469, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1660, s0.acc: 94.2292, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2333, s1.loss_cls: 0.0813, s1.acc: 94.1774, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1146, s2.loss_cls: 0.0403, s2.acc: 94.0976, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0534, loss: 1.1313 2024-04-02 10:39:07,470 - mmdet - INFO - Epoch [11][850/7330] lr: 4.612e-06, eta: 3 days, 7:42:16, time: 1.463, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1678, s0.acc: 94.1428, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2323, s1.loss_cls: 0.0803, s1.acc: 94.3374, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1139, s2.loss_cls: 0.0399, s2.acc: 94.1560, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0535, loss: 1.1272 2024-04-02 10:40:21,722 - mmdet - INFO - Epoch [11][900/7330] lr: 4.612e-06, eta: 3 days, 7:40:57, time: 1.485, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1640, s0.acc: 94.3455, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2279, s1.loss_cls: 0.0777, s1.acc: 94.5307, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1122, s2.loss_cls: 0.0386, s2.acc: 94.3104, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0528, loss: 1.0978 2024-04-02 10:41:32,690 - mmdet - INFO - Epoch [11][950/7330] lr: 4.612e-06, eta: 3 days, 7:39:30, time: 1.419, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1757, s0.acc: 93.9746, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2379, s1.loss_cls: 0.0844, s1.acc: 94.0451, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1159, s2.loss_cls: 0.0414, s2.acc: 93.9022, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0542, loss: 1.1501 2024-04-02 10:42:48,107 - mmdet - INFO - Epoch [11][1000/7330] lr: 4.612e-06, eta: 3 days, 7:38:14, time: 1.508, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1797, s0.acc: 93.7617, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2361, s1.loss_cls: 0.0859, s1.acc: 93.9052, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1170, s2.loss_cls: 0.0432, s2.acc: 93.7393, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0551, loss: 1.1893 2024-04-02 10:44:03,028 - mmdet - INFO - Epoch [11][1050/7330] lr: 4.612e-06, eta: 3 days, 7:36:56, time: 1.498, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1672, s0.acc: 94.2878, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2246, s1.loss_cls: 0.0790, s1.acc: 94.4598, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1088, s2.loss_cls: 0.0389, s2.acc: 94.3443, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0514, loss: 1.1106 2024-04-02 10:45:23,055 - mmdet - INFO - Epoch [11][1100/7330] lr: 4.612e-06, eta: 3 days, 7:35:52, time: 1.601, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1684, s0.acc: 94.1868, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2296, s1.loss_cls: 0.0805, s1.acc: 94.2947, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1136, s2.loss_cls: 0.0395, s2.acc: 94.2438, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0535, loss: 1.1273 2024-04-02 10:46:37,469 - mmdet - INFO - Epoch [11][1150/7330] lr: 4.612e-06, eta: 3 days, 7:34:33, time: 1.488, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1665, s0.acc: 94.2629, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2320, s1.loss_cls: 0.0801, s1.acc: 94.3326, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1143, s2.loss_cls: 0.0401, s2.acc: 94.1972, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0537, loss: 1.1213 2024-04-02 10:47:57,481 - mmdet - INFO - Epoch [11][1200/7330] lr: 4.612e-06, eta: 3 days, 7:33:29, time: 1.601, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1686, s0.acc: 94.1826, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2281, s1.loss_cls: 0.0806, s1.acc: 94.3052, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1119, s2.loss_cls: 0.0404, s2.acc: 94.1824, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0527, loss: 1.1374 2024-04-02 10:49:12,401 - mmdet - INFO - Epoch [11][1250/7330] lr: 4.612e-06, eta: 3 days, 7:32:11, time: 1.498, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1658, s0.acc: 94.1785, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2325, s1.loss_cls: 0.0800, s1.acc: 94.2758, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1135, s2.loss_cls: 0.0399, s2.acc: 94.1458, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0533, loss: 1.1243 2024-04-02 10:50:30,596 - mmdet - INFO - Epoch [11][1300/7330] lr: 4.612e-06, eta: 3 days, 7:31:02, time: 1.564, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1675, s0.acc: 94.1089, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2325, s1.loss_cls: 0.0800, s1.acc: 94.1837, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1141, s2.loss_cls: 0.0403, s2.acc: 93.9805, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0538, loss: 1.1325 2024-04-02 10:51:43,568 - mmdet - INFO - Epoch [11][1350/7330] lr: 4.612e-06, eta: 3 days, 7:29:40, time: 1.459, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1713, s0.acc: 94.0767, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2306, s1.loss_cls: 0.0823, s1.acc: 94.0731, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1128, s2.loss_cls: 0.0410, s2.acc: 93.9418, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0527, loss: 1.1391 2024-04-02 10:52:58,157 - mmdet - INFO - Epoch [11][1400/7330] lr: 4.612e-06, eta: 3 days, 7:28:22, time: 1.492, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1729, s0.acc: 94.0464, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2369, s1.loss_cls: 0.0839, s1.acc: 94.0904, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1165, s2.loss_cls: 0.0418, s2.acc: 94.0089, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0548, loss: 1.1405 2024-04-02 10:54:13,370 - mmdet - INFO - Epoch [11][1450/7330] lr: 4.612e-06, eta: 3 days, 7:27:05, time: 1.504, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1675, s0.acc: 94.1775, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2317, s1.loss_cls: 0.0810, s1.acc: 94.1610, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1136, s2.loss_cls: 0.0401, s2.acc: 93.9876, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0536, loss: 1.1303 2024-04-02 10:55:29,529 - mmdet - INFO - Epoch [11][1500/7330] lr: 4.612e-06, eta: 3 days, 7:25:51, time: 1.523, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1686, s0.acc: 94.2761, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2366, s1.loss_cls: 0.0802, s1.acc: 94.3967, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1151, s2.loss_cls: 0.0395, s2.acc: 94.3514, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0542, loss: 1.1355 2024-04-02 10:56:47,274 - mmdet - INFO - Epoch [11][1550/7330] lr: 4.612e-06, eta: 3 days, 7:24:41, time: 1.555, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1624, s0.acc: 94.4209, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2276, s1.loss_cls: 0.0782, s1.acc: 94.5725, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1123, s2.loss_cls: 0.0386, s2.acc: 94.5560, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0527, loss: 1.0971 2024-04-02 10:58:07,375 - mmdet - INFO - Epoch [11][1600/7330] lr: 4.612e-06, eta: 3 days, 7:23:36, time: 1.602, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1700, s0.acc: 94.1682, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2354, s1.loss_cls: 0.0814, s1.acc: 94.3300, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1144, s2.loss_cls: 0.0408, s2.acc: 94.1655, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0537, loss: 1.1317 2024-04-02 10:59:25,208 - mmdet - INFO - Epoch [11][1650/7330] lr: 4.612e-06, eta: 3 days, 7:22:26, time: 1.557, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1739, s0.acc: 94.0405, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2335, s1.loss_cls: 0.0826, s1.acc: 94.1204, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1145, s2.loss_cls: 0.0410, s2.acc: 94.1332, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0541, loss: 1.1503 2024-04-02 11:00:41,181 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-02 11:00:41,181 - mmdet - INFO - Epoch [11][1700/7330] lr: 4.612e-06, eta: 3 days, 7:21:12, time: 1.519, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1580, s0.acc: 94.4639, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2303, s1.loss_cls: 0.0761, s1.acc: 94.5430, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1132, s2.loss_cls: 0.0384, s2.acc: 94.4377, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0535, loss: 1.0949 2024-04-02 11:01:56,025 - mmdet - INFO - Epoch [11][1750/7330] lr: 4.612e-06, eta: 3 days, 7:19:54, time: 1.497, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1747, s0.acc: 94.0986, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2385, s1.loss_cls: 0.0853, s1.acc: 94.1017, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1174, s2.loss_cls: 0.0422, s2.acc: 94.0034, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0549, loss: 1.1550 2024-04-02 11:03:08,633 - mmdet - INFO - Epoch [11][1800/7330] lr: 4.612e-06, eta: 3 days, 7:18:31, time: 1.452, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1706, s0.acc: 94.1641, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2339, s1.loss_cls: 0.0812, s1.acc: 94.3944, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1141, s2.loss_cls: 0.0401, s2.acc: 94.2502, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0533, loss: 1.1284 2024-04-02 11:04:21,581 - mmdet - INFO - Epoch [11][1850/7330] lr: 4.612e-06, eta: 3 days, 7:17:08, time: 1.459, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1754, s0.acc: 93.8862, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2315, s1.loss_cls: 0.0855, s1.acc: 93.8810, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1143, s2.loss_cls: 0.0431, s2.acc: 93.7608, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0538, loss: 1.1566 2024-04-02 11:05:38,234 - mmdet - INFO - Epoch [11][1900/7330] lr: 4.612e-06, eta: 3 days, 7:15:55, time: 1.533, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1685, s0.acc: 94.1360, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2383, s1.loss_cls: 0.0803, s1.acc: 94.2304, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1173, s2.loss_cls: 0.0398, s2.acc: 94.1640, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0553, loss: 1.1328 2024-04-02 11:06:55,687 - mmdet - INFO - Epoch [11][1950/7330] lr: 4.612e-06, eta: 3 days, 7:14:44, time: 1.549, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1683, s0.acc: 94.2393, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2269, s1.loss_cls: 0.0786, s1.acc: 94.4745, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1113, s2.loss_cls: 0.0393, s2.acc: 94.2676, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0524, loss: 1.1091 2024-04-02 11:08:10,641 - mmdet - INFO - Epoch [11][2000/7330] lr: 4.612e-06, eta: 3 days, 7:13:27, time: 1.499, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1743, s0.acc: 93.9766, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2377, s1.loss_cls: 0.0836, s1.acc: 94.0376, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1154, s2.loss_cls: 0.0418, s2.acc: 93.8906, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0542, loss: 1.1513 2024-04-02 11:09:27,926 - mmdet - INFO - Epoch [11][2050/7330] lr: 4.612e-06, eta: 3 days, 7:12:16, time: 1.546, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1711, s0.acc: 94.0908, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2348, s1.loss_cls: 0.0820, s1.acc: 94.1432, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1154, s2.loss_cls: 0.0413, s2.acc: 93.8268, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0540, loss: 1.1437 2024-04-02 11:10:39,837 - mmdet - INFO - Epoch [11][2100/7330] lr: 4.612e-06, eta: 3 days, 7:10:51, time: 1.438, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1660, s0.acc: 94.2441, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2340, s1.loss_cls: 0.0810, s1.acc: 94.3478, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1163, s2.loss_cls: 0.0405, s2.acc: 94.1873, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0548, loss: 1.1275 2024-04-02 11:11:55,578 - mmdet - INFO - Epoch [11][2150/7330] lr: 4.612e-06, eta: 3 days, 7:09:35, time: 1.515, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1726, s0.acc: 94.0571, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2305, s1.loss_cls: 0.0823, s1.acc: 94.2175, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1130, s2.loss_cls: 0.0405, s2.acc: 94.1228, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0527, loss: 1.1325 2024-04-02 11:13:09,646 - mmdet - INFO - Epoch [11][2200/7330] lr: 4.612e-06, eta: 3 days, 7:08:16, time: 1.481, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1622, s0.acc: 94.2192, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2306, s1.loss_cls: 0.0784, s1.acc: 94.3119, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1142, s2.loss_cls: 0.0392, s2.acc: 94.0973, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0540, loss: 1.1218 2024-04-02 11:14:23,957 - mmdet - INFO - Epoch [11][2250/7330] lr: 4.612e-06, eta: 3 days, 7:06:57, time: 1.487, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1602, s0.acc: 94.4082, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2314, s1.loss_cls: 0.0772, s1.acc: 94.5854, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1137, s2.loss_cls: 0.0386, s2.acc: 94.3730, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0530, loss: 1.0937 2024-04-02 11:15:37,831 - mmdet - INFO - Epoch [11][2300/7330] lr: 4.612e-06, eta: 3 days, 7:05:37, time: 1.477, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1751, s0.acc: 93.9517, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2343, s1.loss_cls: 0.0829, s1.acc: 94.1071, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1135, s2.loss_cls: 0.0410, s2.acc: 93.9536, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0534, loss: 1.1507 2024-04-02 11:16:51,531 - mmdet - INFO - Epoch [11][2350/7330] lr: 4.612e-06, eta: 3 days, 7:04:17, time: 1.474, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1589, s0.acc: 94.5530, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2293, s1.loss_cls: 0.0786, s1.acc: 94.5640, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1123, s2.loss_cls: 0.0388, s2.acc: 94.4681, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0530, loss: 1.0848 2024-04-02 11:18:08,045 - mmdet - INFO - Epoch [11][2400/7330] lr: 4.612e-06, eta: 3 days, 7:03:03, time: 1.530, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1680, s0.acc: 94.2285, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2349, s1.loss_cls: 0.0806, s1.acc: 94.3858, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1150, s2.loss_cls: 0.0405, s2.acc: 94.2337, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0539, loss: 1.1265 2024-04-02 11:19:23,846 - mmdet - INFO - Epoch [11][2450/7330] lr: 4.612e-06, eta: 3 days, 7:01:48, time: 1.516, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1598, s0.acc: 94.3936, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2353, s1.loss_cls: 0.0778, s1.acc: 94.3704, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1147, s2.loss_cls: 0.0394, s2.acc: 94.1638, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0536, loss: 1.1149 2024-04-02 11:20:37,526 - mmdet - INFO - Epoch [11][2500/7330] lr: 4.612e-06, eta: 3 days, 7:00:28, time: 1.473, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1712, s0.acc: 94.1770, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2294, s1.loss_cls: 0.0825, s1.acc: 94.2623, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1119, s2.loss_cls: 0.0404, s2.acc: 94.2296, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0526, loss: 1.1273 2024-04-02 11:21:54,797 - mmdet - INFO - Epoch [11][2550/7330] lr: 4.612e-06, eta: 3 days, 6:59:16, time: 1.546, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1746, s0.acc: 93.9675, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2341, s1.loss_cls: 0.0837, s1.acc: 94.0219, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1148, s2.loss_cls: 0.0410, s2.acc: 94.0562, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0538, loss: 1.1503 2024-04-02 11:23:13,419 - mmdet - INFO - Epoch [11][2600/7330] lr: 4.612e-06, eta: 3 days, 6:58:08, time: 1.572, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1673, s0.acc: 94.2007, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2288, s1.loss_cls: 0.0800, s1.acc: 94.2990, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1130, s2.loss_cls: 0.0399, s2.acc: 94.1096, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0529, loss: 1.1242 2024-04-02 11:24:28,564 - mmdet - INFO - Epoch [11][2650/7330] lr: 4.612e-06, eta: 3 days, 6:56:51, time: 1.503, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1733, s0.acc: 94.0991, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2283, s1.loss_cls: 0.0817, s1.acc: 94.3151, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1124, s2.loss_cls: 0.0407, s2.acc: 94.2529, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0532, loss: 1.1377 2024-04-02 11:25:39,326 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-02 11:25:39,327 - mmdet - INFO - Epoch [11][2700/7330] lr: 4.612e-06, eta: 3 days, 6:55:24, time: 1.415, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1662, s0.acc: 94.2241, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2347, s1.loss_cls: 0.0809, s1.acc: 94.2336, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1154, s2.loss_cls: 0.0405, s2.acc: 94.0828, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0540, loss: 1.1215 2024-04-02 11:26:52,460 - mmdet - INFO - Epoch [11][2750/7330] lr: 4.612e-06, eta: 3 days, 6:54:02, time: 1.463, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1690, s0.acc: 94.1262, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2318, s1.loss_cls: 0.0820, s1.acc: 94.1631, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1140, s2.loss_cls: 0.0409, s2.acc: 94.0724, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0534, loss: 1.1338 2024-04-02 11:28:10,949 - mmdet - INFO - Epoch [11][2800/7330] lr: 4.612e-06, eta: 3 days, 6:52:53, time: 1.570, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1713, s0.acc: 94.0325, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2367, s1.loss_cls: 0.0818, s1.acc: 94.1812, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1149, s2.loss_cls: 0.0408, s2.acc: 94.1076, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0540, loss: 1.1488 2024-04-02 11:29:29,521 - mmdet - INFO - Epoch [11][2850/7330] lr: 4.612e-06, eta: 3 days, 6:51:45, time: 1.571, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1767, s0.acc: 93.9441, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2332, s1.loss_cls: 0.0847, s1.acc: 94.0717, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1143, s2.loss_cls: 0.0421, s2.acc: 93.9349, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0539, loss: 1.1692 2024-04-02 11:30:43,267 - mmdet - INFO - Epoch [11][2900/7330] lr: 4.612e-06, eta: 3 days, 6:50:25, time: 1.474, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1662, s0.acc: 94.1660, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2316, s1.loss_cls: 0.0797, s1.acc: 94.3294, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1136, s2.loss_cls: 0.0400, s2.acc: 94.1540, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0536, loss: 1.1208 2024-04-02 11:32:00,400 - mmdet - INFO - Epoch [11][2950/7330] lr: 4.612e-06, eta: 3 days, 6:49:13, time: 1.543, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1673, s0.acc: 94.2710, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2287, s1.loss_cls: 0.0813, s1.acc: 94.2615, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1109, s2.loss_cls: 0.0409, s2.acc: 94.1233, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0519, loss: 1.1101 2024-04-02 11:33:17,570 - mmdet - INFO - Epoch [11][3000/7330] lr: 4.612e-06, eta: 3 days, 6:48:01, time: 1.543, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1686, s0.acc: 94.2986, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2252, s1.loss_cls: 0.0806, s1.acc: 94.3257, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1109, s2.loss_cls: 0.0408, s2.acc: 94.0705, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0519, loss: 1.0982 2024-04-02 11:34:35,045 - mmdet - INFO - Epoch [11][3050/7330] lr: 4.612e-06, eta: 3 days, 6:46:50, time: 1.549, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1770, s0.acc: 93.8984, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2338, s1.loss_cls: 0.0854, s1.acc: 94.0051, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1138, s2.loss_cls: 0.0424, s2.acc: 93.9092, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0537, loss: 1.1615 2024-04-02 11:35:51,149 - mmdet - INFO - Epoch [11][3100/7330] lr: 4.612e-06, eta: 3 days, 6:45:36, time: 1.522, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1786, s0.acc: 93.8850, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2283, s1.loss_cls: 0.0857, s1.acc: 93.9392, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1119, s2.loss_cls: 0.0423, s2.acc: 93.8542, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0523, loss: 1.1466 2024-04-02 11:37:08,797 - mmdet - INFO - Epoch [11][3150/7330] lr: 4.612e-06, eta: 3 days, 6:44:25, time: 1.553, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1617, s0.acc: 94.4600, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2312, s1.loss_cls: 0.0772, s1.acc: 94.4859, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1141, s2.loss_cls: 0.0386, s2.acc: 94.3856, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0532, loss: 1.0998 2024-04-02 11:38:24,925 - mmdet - INFO - Epoch [11][3200/7330] lr: 4.612e-06, eta: 3 days, 6:43:11, time: 1.523, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1656, s0.acc: 94.3149, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2309, s1.loss_cls: 0.0798, s1.acc: 94.4181, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1137, s2.loss_cls: 0.0397, s2.acc: 94.3397, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0536, loss: 1.1236 2024-04-02 11:39:45,958 - mmdet - INFO - Epoch [11][3250/7330] lr: 4.612e-06, eta: 3 days, 6:42:08, time: 1.621, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1716, s0.acc: 93.9834, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2319, s1.loss_cls: 0.0831, s1.acc: 94.0113, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1124, s2.loss_cls: 0.0420, s2.acc: 93.8132, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0523, loss: 1.1410 2024-04-02 11:40:59,739 - mmdet - INFO - Epoch [11][3300/7330] lr: 4.612e-06, eta: 3 days, 6:40:48, time: 1.476, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1772, s0.acc: 93.8918, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2369, s1.loss_cls: 0.0850, s1.acc: 94.0548, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1152, s2.loss_cls: 0.0422, s2.acc: 93.9583, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0535, loss: 1.1576 2024-04-02 11:42:15,064 - mmdet - INFO - Epoch [11][3350/7330] lr: 4.612e-06, eta: 3 days, 6:39:32, time: 1.507, data_time: 0.064, memory: 29633, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1794, s0.acc: 93.7439, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2350, s1.loss_cls: 0.0861, s1.acc: 93.7877, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1134, s2.loss_cls: 0.0426, s2.acc: 93.6753, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0530, loss: 1.1751 2024-04-02 11:43:30,146 - mmdet - INFO - Epoch [11][3400/7330] lr: 4.612e-06, eta: 3 days, 6:38:15, time: 1.501, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1680, s0.acc: 94.1341, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2371, s1.loss_cls: 0.0801, s1.acc: 94.3205, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1152, s2.loss_cls: 0.0401, s2.acc: 94.1042, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0539, loss: 1.1386 2024-04-02 11:44:44,793 - mmdet - INFO - Epoch [11][3450/7330] lr: 4.612e-06, eta: 3 days, 6:36:57, time: 1.493, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1703, s0.acc: 94.1907, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2261, s1.loss_cls: 0.0820, s1.acc: 94.3303, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1113, s2.loss_cls: 0.0412, s2.acc: 94.1341, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0522, loss: 1.1231 2024-04-02 11:46:00,772 - mmdet - INFO - Epoch [11][3500/7330] lr: 4.612e-06, eta: 3 days, 6:35:42, time: 1.520, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1713, s0.acc: 94.1667, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2343, s1.loss_cls: 0.0828, s1.acc: 94.2744, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1141, s2.loss_cls: 0.0413, s2.acc: 94.0973, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0537, loss: 1.1346 2024-04-02 11:47:18,433 - mmdet - INFO - Epoch [11][3550/7330] lr: 4.612e-06, eta: 3 days, 6:34:32, time: 1.553, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1818, s0.acc: 93.8440, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2338, s1.loss_cls: 0.0875, s1.acc: 93.8606, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1139, s2.loss_cls: 0.0436, s2.acc: 93.7626, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0533, loss: 1.1669 2024-04-02 11:48:35,855 - mmdet - INFO - Epoch [11][3600/7330] lr: 4.612e-06, eta: 3 days, 6:33:20, time: 1.548, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1740, s0.acc: 94.0044, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2311, s1.loss_cls: 0.0834, s1.acc: 94.0954, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1132, s2.loss_cls: 0.0418, s2.acc: 93.9274, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0535, loss: 1.1398 2024-04-02 11:49:51,358 - mmdet - INFO - Epoch [11][3650/7330] lr: 4.612e-06, eta: 3 days, 6:32:04, time: 1.510, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1642, s0.acc: 94.2754, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2318, s1.loss_cls: 0.0794, s1.acc: 94.3498, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1141, s2.loss_cls: 0.0394, s2.acc: 94.2488, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0533, loss: 1.1174 2024-04-02 11:51:07,784 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-02 11:51:07,785 - mmdet - INFO - Epoch [11][3700/7330] lr: 4.612e-06, eta: 3 days, 6:30:51, time: 1.529, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1644, s0.acc: 94.2634, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2326, s1.loss_cls: 0.0790, s1.acc: 94.4304, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1138, s2.loss_cls: 0.0397, s2.acc: 94.2382, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0536, loss: 1.1267 2024-04-02 11:52:24,067 - mmdet - INFO - Epoch [11][3750/7330] lr: 4.612e-06, eta: 3 days, 6:29:37, time: 1.526, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1699, s0.acc: 94.1257, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2337, s1.loss_cls: 0.0810, s1.acc: 94.3298, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1137, s2.loss_cls: 0.0404, s2.acc: 94.1224, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0530, loss: 1.1414 2024-04-02 11:53:42,544 - mmdet - INFO - Epoch [11][3800/7330] lr: 4.612e-06, eta: 3 days, 6:28:28, time: 1.570, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1724, s0.acc: 94.0999, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2375, s1.loss_cls: 0.0845, s1.acc: 94.0699, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1166, s2.loss_cls: 0.0423, s2.acc: 93.8749, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0547, loss: 1.1537 2024-04-02 11:54:56,748 - mmdet - INFO - Epoch [11][3850/7330] lr: 4.612e-06, eta: 3 days, 6:27:09, time: 1.484, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1711, s0.acc: 94.2839, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2326, s1.loss_cls: 0.0822, s1.acc: 94.3582, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1144, s2.loss_cls: 0.0405, s2.acc: 94.2636, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0535, loss: 1.1335 2024-04-02 11:56:12,966 - mmdet - INFO - Epoch [11][3900/7330] lr: 4.612e-06, eta: 3 days, 6:25:55, time: 1.524, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1685, s0.acc: 94.1274, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2353, s1.loss_cls: 0.0801, s1.acc: 94.2650, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1156, s2.loss_cls: 0.0396, s2.acc: 94.1661, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0542, loss: 1.1482 2024-04-02 11:57:23,655 - mmdet - INFO - Epoch [11][3950/7330] lr: 4.612e-06, eta: 3 days, 6:24:27, time: 1.414, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1743, s0.acc: 94.0413, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2268, s1.loss_cls: 0.0840, s1.acc: 94.1070, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1126, s2.loss_cls: 0.0416, s2.acc: 93.9940, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0532, loss: 1.1327 2024-04-02 11:58:34,611 - mmdet - INFO - Epoch [11][4000/7330] lr: 4.612e-06, eta: 3 days, 6:23:00, time: 1.419, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1690, s0.acc: 94.1831, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2322, s1.loss_cls: 0.0815, s1.acc: 94.2035, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1142, s2.loss_cls: 0.0406, s2.acc: 94.0634, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0539, loss: 1.1287 2024-04-02 11:59:54,110 - mmdet - INFO - Epoch [11][4050/7330] lr: 4.612e-06, eta: 3 days, 6:21:54, time: 1.590, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1724, s0.acc: 94.1428, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2324, s1.loss_cls: 0.0823, s1.acc: 94.2194, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1142, s2.loss_cls: 0.0406, s2.acc: 94.1251, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0536, loss: 1.1385 2024-04-02 12:01:12,113 - mmdet - INFO - Epoch [11][4100/7330] lr: 4.612e-06, eta: 3 days, 6:20:44, time: 1.560, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1744, s0.acc: 93.9226, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2326, s1.loss_cls: 0.0826, s1.acc: 94.1519, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1132, s2.loss_cls: 0.0410, s2.acc: 94.0412, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0528, loss: 1.1456 2024-04-02 12:02:27,817 - mmdet - INFO - Epoch [11][4150/7330] lr: 4.612e-06, eta: 3 days, 6:19:29, time: 1.514, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1655, s0.acc: 94.2256, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2299, s1.loss_cls: 0.0791, s1.acc: 94.3461, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1128, s2.loss_cls: 0.0398, s2.acc: 94.2256, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0533, loss: 1.1168 2024-04-02 12:03:43,535 - mmdet - INFO - Epoch [11][4200/7330] lr: 4.612e-06, eta: 3 days, 6:18:13, time: 1.515, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1724, s0.acc: 94.0933, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2353, s1.loss_cls: 0.0835, s1.acc: 94.1346, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1150, s2.loss_cls: 0.0412, s2.acc: 94.0201, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0540, loss: 1.1392 2024-04-02 12:05:01,694 - mmdet - INFO - Epoch [11][4250/7330] lr: 4.612e-06, eta: 3 days, 6:17:04, time: 1.563, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1679, s0.acc: 94.2451, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2300, s1.loss_cls: 0.0800, s1.acc: 94.3735, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1138, s2.loss_cls: 0.0400, s2.acc: 94.2576, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0533, loss: 1.1157 2024-04-02 12:06:19,283 - mmdet - INFO - Epoch [11][4300/7330] lr: 4.612e-06, eta: 3 days, 6:15:53, time: 1.552, data_time: 0.045, memory: 29633, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1669, s0.acc: 94.2629, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2309, s1.loss_cls: 0.0810, s1.acc: 94.2905, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1123, s2.loss_cls: 0.0406, s2.acc: 94.1582, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0524, loss: 1.1135 2024-04-02 12:07:36,118 - mmdet - INFO - Epoch [11][4350/7330] lr: 4.612e-06, eta: 3 days, 6:14:40, time: 1.537, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1737, s0.acc: 94.0530, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2347, s1.loss_cls: 0.0810, s1.acc: 94.3153, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1148, s2.loss_cls: 0.0405, s2.acc: 94.1595, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0536, loss: 1.1449 2024-04-02 12:08:50,507 - mmdet - INFO - Epoch [11][4400/7330] lr: 4.612e-06, eta: 3 days, 6:13:22, time: 1.488, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1694, s0.acc: 94.1370, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2375, s1.loss_cls: 0.0832, s1.acc: 94.1422, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1161, s2.loss_cls: 0.0410, s2.acc: 93.8911, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0543, loss: 1.1409 2024-04-02 12:10:10,186 - mmdet - INFO - Epoch [11][4450/7330] lr: 4.612e-06, eta: 3 days, 6:12:16, time: 1.594, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1747, s0.acc: 93.9946, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2304, s1.loss_cls: 0.0836, s1.acc: 94.0405, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1121, s2.loss_cls: 0.0418, s2.acc: 94.0266, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0525, loss: 1.1387 2024-04-02 12:11:27,546 - mmdet - INFO - Epoch [11][4500/7330] lr: 4.612e-06, eta: 3 days, 6:11:04, time: 1.547, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1656, s0.acc: 94.2949, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2300, s1.loss_cls: 0.0807, s1.acc: 94.3495, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1128, s2.loss_cls: 0.0401, s2.acc: 94.1776, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0529, loss: 1.1073 2024-04-02 12:12:41,574 - mmdet - INFO - Epoch [11][4550/7330] lr: 4.612e-06, eta: 3 days, 6:09:45, time: 1.480, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1710, s0.acc: 94.2327, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2304, s1.loss_cls: 0.0822, s1.acc: 94.2128, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1121, s2.loss_cls: 0.0406, s2.acc: 94.0993, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0527, loss: 1.1084 2024-04-02 12:13:58,438 - mmdet - INFO - Epoch [11][4600/7330] lr: 4.612e-06, eta: 3 days, 6:08:32, time: 1.538, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1765, s0.acc: 93.8806, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2338, s1.loss_cls: 0.0853, s1.acc: 94.0042, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1138, s2.loss_cls: 0.0423, s2.acc: 93.8998, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0530, loss: 1.1532 2024-04-02 12:15:14,631 - mmdet - INFO - Epoch [11][4650/7330] lr: 4.612e-06, eta: 3 days, 6:07:18, time: 1.524, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1689, s0.acc: 94.0244, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2310, s1.loss_cls: 0.0820, s1.acc: 94.0201, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1135, s2.loss_cls: 0.0411, s2.acc: 93.8610, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0530, loss: 1.1316 2024-04-02 12:16:30,789 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-02 12:16:30,790 - mmdet - INFO - Epoch [11][4700/7330] lr: 4.612e-06, eta: 3 days, 6:06:03, time: 1.523, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1690, s0.acc: 94.1414, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2308, s1.loss_cls: 0.0820, s1.acc: 94.1554, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1137, s2.loss_cls: 0.0409, s2.acc: 94.0050, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0536, loss: 1.1310 2024-04-02 12:17:47,595 - mmdet - INFO - Epoch [11][4750/7330] lr: 4.612e-06, eta: 3 days, 6:04:50, time: 1.536, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1694, s0.acc: 94.1682, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2267, s1.loss_cls: 0.0819, s1.acc: 94.2383, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1107, s2.loss_cls: 0.0412, s2.acc: 94.0941, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0520, loss: 1.1268 2024-04-02 12:19:04,548 - mmdet - INFO - Epoch [11][4800/7330] lr: 4.612e-06, eta: 3 days, 6:03:38, time: 1.539, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1673, s0.acc: 94.3149, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2261, s1.loss_cls: 0.0808, s1.acc: 94.3590, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1102, s2.loss_cls: 0.0404, s2.acc: 94.1832, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0519, loss: 1.1094 2024-04-02 12:20:22,999 - mmdet - INFO - Epoch [11][4850/7330] lr: 4.612e-06, eta: 3 days, 6:02:29, time: 1.569, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1726, s0.acc: 94.0481, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2337, s1.loss_cls: 0.0840, s1.acc: 94.0431, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1146, s2.loss_cls: 0.0421, s2.acc: 93.9115, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0536, loss: 1.1482 2024-04-02 12:21:39,327 - mmdet - INFO - Epoch [11][4900/7330] lr: 4.612e-06, eta: 3 days, 6:01:15, time: 1.527, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1618, s0.acc: 94.2444, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2317, s1.loss_cls: 0.0768, s1.acc: 94.4108, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1138, s2.loss_cls: 0.0386, s2.acc: 94.2102, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0533, loss: 1.1202 2024-04-02 12:22:55,045 - mmdet - INFO - Epoch [11][4950/7330] lr: 4.612e-06, eta: 3 days, 6:00:00, time: 1.514, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1794, s0.acc: 93.7476, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2292, s1.loss_cls: 0.0857, s1.acc: 93.8140, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1129, s2.loss_cls: 0.0429, s2.acc: 93.6029, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0532, loss: 1.1643 2024-04-02 12:24:11,699 - mmdet - INFO - Epoch [11][5000/7330] lr: 4.612e-06, eta: 3 days, 5:58:46, time: 1.533, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1590, s0.acc: 94.5068, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2277, s1.loss_cls: 0.0754, s1.acc: 94.7196, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1120, s2.loss_cls: 0.0385, s2.acc: 94.5036, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0528, loss: 1.0869 2024-04-02 12:25:26,729 - mmdet - INFO - Epoch [11][5050/7330] lr: 4.612e-06, eta: 3 days, 5:57:29, time: 1.501, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1730, s0.acc: 93.8801, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2305, s1.loss_cls: 0.0837, s1.acc: 93.9497, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1128, s2.loss_cls: 0.0423, s2.acc: 93.7780, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0529, loss: 1.1434 2024-04-02 12:26:42,338 - mmdet - INFO - Epoch [11][5100/7330] lr: 4.612e-06, eta: 3 days, 5:56:14, time: 1.512, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1652, s0.acc: 94.3130, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2300, s1.loss_cls: 0.0798, s1.acc: 94.3854, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1120, s2.loss_cls: 0.0398, s2.acc: 94.2614, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0523, loss: 1.1068 2024-04-02 12:27:56,484 - mmdet - INFO - Epoch [11][5150/7330] lr: 4.612e-06, eta: 3 days, 5:54:54, time: 1.483, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1676, s0.acc: 94.1914, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2362, s1.loss_cls: 0.0808, s1.acc: 94.2805, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1155, s2.loss_cls: 0.0411, s2.acc: 94.0655, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0540, loss: 1.1320 2024-04-02 12:29:11,197 - mmdet - INFO - Epoch [11][5200/7330] lr: 4.612e-06, eta: 3 days, 5:53:37, time: 1.494, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1723, s0.acc: 94.0273, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2290, s1.loss_cls: 0.0818, s1.acc: 94.1484, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1131, s2.loss_cls: 0.0410, s2.acc: 94.0607, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0533, loss: 1.1375 2024-04-02 12:30:25,951 - mmdet - INFO - Epoch [11][5250/7330] lr: 4.612e-06, eta: 3 days, 5:52:19, time: 1.495, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1770, s0.acc: 94.0820, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2349, s1.loss_cls: 0.0843, s1.acc: 94.1664, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1148, s2.loss_cls: 0.0416, s2.acc: 93.9954, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0535, loss: 1.1474 2024-04-02 12:31:41,389 - mmdet - INFO - Epoch [11][5300/7330] lr: 4.612e-06, eta: 3 days, 5:51:03, time: 1.509, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1728, s0.acc: 94.1482, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2313, s1.loss_cls: 0.0846, s1.acc: 94.1395, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1122, s2.loss_cls: 0.0423, s2.acc: 93.7728, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0525, loss: 1.1303 2024-04-02 12:32:56,175 - mmdet - INFO - Epoch [11][5350/7330] lr: 4.612e-06, eta: 3 days, 5:49:45, time: 1.496, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1720, s0.acc: 94.0884, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2314, s1.loss_cls: 0.0825, s1.acc: 94.1422, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1130, s2.loss_cls: 0.0414, s2.acc: 93.9227, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0535, loss: 1.1390 2024-04-02 12:34:10,081 - mmdet - INFO - Epoch [11][5400/7330] lr: 4.612e-06, eta: 3 days, 5:48:26, time: 1.478, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1755, s0.acc: 93.9580, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2384, s1.loss_cls: 0.0840, s1.acc: 94.0598, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1156, s2.loss_cls: 0.0414, s2.acc: 93.9940, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0538, loss: 1.1619 2024-04-02 12:35:26,143 - mmdet - INFO - Epoch [11][5450/7330] lr: 4.612e-06, eta: 3 days, 5:47:11, time: 1.521, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1692, s0.acc: 94.2822, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2299, s1.loss_cls: 0.0811, s1.acc: 94.3905, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1125, s2.loss_cls: 0.0394, s2.acc: 94.4216, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0529, loss: 1.1042 2024-04-02 12:36:40,935 - mmdet - INFO - Epoch [11][5500/7330] lr: 4.612e-06, eta: 3 days, 5:45:53, time: 1.496, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1688, s0.acc: 94.2229, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2256, s1.loss_cls: 0.0814, s1.acc: 94.2338, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1102, s2.loss_cls: 0.0404, s2.acc: 94.1111, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0518, loss: 1.1129 2024-04-02 12:38:00,520 - mmdet - INFO - Epoch [11][5550/7330] lr: 4.612e-06, eta: 3 days, 5:44:47, time: 1.592, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1720, s0.acc: 94.1821, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2328, s1.loss_cls: 0.0826, s1.acc: 94.2586, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1147, s2.loss_cls: 0.0412, s2.acc: 94.0606, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0536, loss: 1.1320 2024-04-02 12:39:18,073 - mmdet - INFO - Epoch [11][5600/7330] lr: 4.612e-06, eta: 3 days, 5:43:36, time: 1.551, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1683, s0.acc: 94.2236, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2276, s1.loss_cls: 0.0810, s1.acc: 94.3428, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1123, s2.loss_cls: 0.0403, s2.acc: 94.1855, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0531, loss: 1.1163 2024-04-02 12:40:34,037 - mmdet - INFO - Epoch [11][5650/7330] lr: 4.612e-06, eta: 3 days, 5:42:21, time: 1.519, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1583, s0.acc: 94.4705, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2281, s1.loss_cls: 0.0764, s1.acc: 94.6084, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1117, s2.loss_cls: 0.0385, s2.acc: 94.4085, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0524, loss: 1.0912 2024-04-02 12:41:51,307 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-02 12:41:51,308 - mmdet - INFO - Epoch [11][5700/7330] lr: 4.612e-06, eta: 3 days, 5:41:09, time: 1.546, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1767, s0.acc: 93.9197, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2327, s1.loss_cls: 0.0850, s1.acc: 94.0292, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1152, s2.loss_cls: 0.0426, s2.acc: 93.8271, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0541, loss: 1.1550 2024-04-02 12:43:10,324 - mmdet - INFO - Epoch [11][5750/7330] lr: 4.612e-06, eta: 3 days, 5:40:01, time: 1.580, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1750, s0.acc: 94.0439, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2275, s1.loss_cls: 0.0839, s1.acc: 94.1729, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1119, s2.loss_cls: 0.0416, s2.acc: 94.0704, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0525, loss: 1.1330 2024-04-02 12:44:28,585 - mmdet - INFO - Epoch [11][5800/7330] lr: 4.612e-06, eta: 3 days, 5:38:52, time: 1.565, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1680, s0.acc: 94.1531, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2283, s1.loss_cls: 0.0809, s1.acc: 94.2821, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1119, s2.loss_cls: 0.0399, s2.acc: 94.2472, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0524, loss: 1.1112 2024-04-02 12:45:44,965 - mmdet - INFO - Epoch [11][5850/7330] lr: 4.612e-06, eta: 3 days, 5:37:38, time: 1.528, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1705, s0.acc: 94.1414, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2339, s1.loss_cls: 0.0803, s1.acc: 94.3132, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1148, s2.loss_cls: 0.0400, s2.acc: 94.0699, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0535, loss: 1.1450 2024-04-02 12:47:04,378 - mmdet - INFO - Epoch [11][5900/7330] lr: 4.612e-06, eta: 3 days, 5:36:31, time: 1.588, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1825, s0.acc: 93.7788, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2398, s1.loss_cls: 0.0867, s1.acc: 93.9302, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1175, s2.loss_cls: 0.0429, s2.acc: 93.8472, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0551, loss: 1.1886 2024-04-02 12:48:18,902 - mmdet - INFO - Epoch [11][5950/7330] lr: 4.612e-06, eta: 3 days, 5:35:13, time: 1.490, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1760, s0.acc: 93.9453, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2343, s1.loss_cls: 0.0846, s1.acc: 94.0680, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1141, s2.loss_cls: 0.0419, s2.acc: 93.8624, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0535, loss: 1.1617 2024-04-02 12:49:34,529 - mmdet - INFO - Epoch [11][6000/7330] lr: 4.612e-06, eta: 3 days, 5:33:57, time: 1.513, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1630, s0.acc: 94.4067, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2189, s1.loss_cls: 0.0787, s1.acc: 94.4512, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1083, s2.loss_cls: 0.0390, s2.acc: 94.3955, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0513, loss: 1.0780 2024-04-02 12:50:46,620 - mmdet - INFO - Epoch [11][6050/7330] lr: 4.612e-06, eta: 3 days, 5:32:33, time: 1.442, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1760, s0.acc: 93.9587, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2289, s1.loss_cls: 0.0856, s1.acc: 93.9378, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1124, s2.loss_cls: 0.0427, s2.acc: 93.7203, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0529, loss: 1.1509 2024-04-02 12:51:58,155 - mmdet - INFO - Epoch [11][6100/7330] lr: 4.612e-06, eta: 3 days, 5:31:08, time: 1.431, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1651, s0.acc: 94.3250, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2280, s1.loss_cls: 0.0786, s1.acc: 94.4651, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1098, s2.loss_cls: 0.0393, s2.acc: 94.3059, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0509, loss: 1.0918 2024-04-02 12:53:16,978 - mmdet - INFO - Epoch [11][6150/7330] lr: 4.612e-06, eta: 3 days, 5:30:00, time: 1.576, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1797, s0.acc: 93.8489, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2383, s1.loss_cls: 0.0860, s1.acc: 93.9739, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1161, s2.loss_cls: 0.0428, s2.acc: 93.8078, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0545, loss: 1.1750 2024-04-02 12:54:31,586 - mmdet - INFO - Epoch [11][6200/7330] lr: 4.612e-06, eta: 3 days, 5:28:42, time: 1.492, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1722, s0.acc: 94.0762, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2256, s1.loss_cls: 0.0830, s1.acc: 94.1231, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1111, s2.loss_cls: 0.0416, s2.acc: 94.1068, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0526, loss: 1.1240 2024-04-02 12:55:47,234 - mmdet - INFO - Epoch [11][6250/7330] lr: 4.612e-06, eta: 3 days, 5:27:26, time: 1.513, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1702, s0.acc: 94.1221, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2318, s1.loss_cls: 0.0828, s1.acc: 94.1699, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1128, s2.loss_cls: 0.0419, s2.acc: 93.8637, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0528, loss: 1.1402 2024-04-02 12:57:02,996 - mmdet - INFO - Epoch [11][6300/7330] lr: 4.612e-06, eta: 3 days, 5:26:11, time: 1.515, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1822, s0.acc: 93.8298, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2327, s1.loss_cls: 0.0891, s1.acc: 93.8028, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1137, s2.loss_cls: 0.0441, s2.acc: 93.6537, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0531, loss: 1.1604 2024-04-02 12:58:16,009 - mmdet - INFO - Epoch [11][6350/7330] lr: 4.612e-06, eta: 3 days, 5:24:49, time: 1.460, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1755, s0.acc: 94.0491, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2409, s1.loss_cls: 0.0846, s1.acc: 94.0437, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1176, s2.loss_cls: 0.0417, s2.acc: 94.0263, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0552, loss: 1.1554 2024-04-02 12:59:32,549 - mmdet - INFO - Epoch [11][6400/7330] lr: 4.612e-06, eta: 3 days, 5:23:36, time: 1.531, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1718, s0.acc: 94.1646, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2359, s1.loss_cls: 0.0827, s1.acc: 94.2251, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1159, s2.loss_cls: 0.0409, s2.acc: 94.2081, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0547, loss: 1.1456 2024-04-02 13:00:48,072 - mmdet - INFO - Epoch [11][6450/7330] lr: 4.612e-06, eta: 3 days, 5:22:20, time: 1.510, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1654, s0.acc: 94.4209, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2247, s1.loss_cls: 0.0793, s1.acc: 94.5279, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1114, s2.loss_cls: 0.0404, s2.acc: 94.2742, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0522, loss: 1.1033 2024-04-02 13:02:05,149 - mmdet - INFO - Epoch [11][6500/7330] lr: 4.612e-06, eta: 3 days, 5:21:07, time: 1.541, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1721, s0.acc: 94.0398, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2336, s1.loss_cls: 0.0825, s1.acc: 94.2144, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1148, s2.loss_cls: 0.0414, s2.acc: 94.0047, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0539, loss: 1.1504 2024-04-02 13:03:23,936 - mmdet - INFO - Epoch [11][6550/7330] lr: 4.612e-06, eta: 3 days, 5:19:59, time: 1.575, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1579, s0.acc: 94.5574, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2228, s1.loss_cls: 0.0756, s1.acc: 94.6796, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1093, s2.loss_cls: 0.0379, s2.acc: 94.4371, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0513, loss: 1.0617 2024-04-02 13:04:38,330 - mmdet - INFO - Epoch [11][6600/7330] lr: 4.612e-06, eta: 3 days, 5:18:41, time: 1.488, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1680, s0.acc: 94.2061, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2336, s1.loss_cls: 0.0817, s1.acc: 94.1956, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1135, s2.loss_cls: 0.0407, s2.acc: 94.0193, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0533, loss: 1.1243 2024-04-02 13:05:53,029 - mmdet - INFO - Epoch [11][6650/7330] lr: 4.612e-06, eta: 3 days, 5:17:23, time: 1.494, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1710, s0.acc: 94.1221, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2292, s1.loss_cls: 0.0809, s1.acc: 94.3753, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1121, s2.loss_cls: 0.0406, s2.acc: 94.1866, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0526, loss: 1.1135 2024-04-02 13:07:12,739 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-02 13:07:12,739 - mmdet - INFO - Epoch [11][6700/7330] lr: 4.612e-06, eta: 3 days, 5:16:16, time: 1.594, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1700, s0.acc: 94.1611, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2338, s1.loss_cls: 0.0814, s1.acc: 94.1796, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1142, s2.loss_cls: 0.0404, s2.acc: 94.1566, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0538, loss: 1.1313 2024-04-02 13:08:28,800 - mmdet - INFO - Epoch [11][6750/7330] lr: 4.612e-06, eta: 3 days, 5:15:02, time: 1.521, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1734, s0.acc: 93.9712, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2353, s1.loss_cls: 0.0841, s1.acc: 94.0418, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1159, s2.loss_cls: 0.0418, s2.acc: 93.8378, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0544, loss: 1.1580 2024-04-02 13:09:46,185 - mmdet - INFO - Epoch [11][6800/7330] lr: 4.612e-06, eta: 3 days, 5:13:50, time: 1.548, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1730, s0.acc: 94.0056, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2274, s1.loss_cls: 0.0830, s1.acc: 94.1914, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1115, s2.loss_cls: 0.0418, s2.acc: 93.9555, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0525, loss: 1.1238 2024-04-02 13:11:06,695 - mmdet - INFO - Epoch [11][6850/7330] lr: 4.612e-06, eta: 3 days, 5:12:46, time: 1.610, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1680, s0.acc: 94.1521, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2359, s1.loss_cls: 0.0809, s1.acc: 94.2252, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1151, s2.loss_cls: 0.0402, s2.acc: 94.1487, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0540, loss: 1.1380 2024-04-02 13:12:26,130 - mmdet - INFO - Epoch [11][6900/7330] lr: 4.612e-06, eta: 3 days, 5:11:39, time: 1.589, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1754, s0.acc: 94.0825, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2322, s1.loss_cls: 0.0846, s1.acc: 94.0435, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1135, s2.loss_cls: 0.0417, s2.acc: 93.9497, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0528, loss: 1.1378 2024-04-02 13:13:41,122 - mmdet - INFO - Epoch [11][6950/7330] lr: 4.612e-06, eta: 3 days, 5:10:22, time: 1.500, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1692, s0.acc: 94.2371, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2298, s1.loss_cls: 0.0801, s1.acc: 94.3773, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1118, s2.loss_cls: 0.0399, s2.acc: 94.2662, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0524, loss: 1.1083 2024-04-02 13:15:00,246 - mmdet - INFO - Epoch [11][7000/7330] lr: 4.612e-06, eta: 3 days, 5:09:14, time: 1.582, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1701, s0.acc: 94.1814, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2331, s1.loss_cls: 0.0817, s1.acc: 94.2313, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1143, s2.loss_cls: 0.0405, s2.acc: 94.0923, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0541, loss: 1.1349 2024-04-02 13:16:19,099 - mmdet - INFO - Epoch [11][7050/7330] lr: 4.612e-06, eta: 3 days, 5:08:06, time: 1.577, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1698, s0.acc: 94.0791, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2332, s1.loss_cls: 0.0821, s1.acc: 94.0995, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1137, s2.loss_cls: 0.0405, s2.acc: 94.0211, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0534, loss: 1.1416 2024-04-02 13:17:37,248 - mmdet - INFO - Epoch [11][7100/7330] lr: 4.612e-06, eta: 3 days, 5:06:56, time: 1.563, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1637, s0.acc: 94.3020, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2331, s1.loss_cls: 0.0788, s1.acc: 94.3660, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1137, s2.loss_cls: 0.0391, s2.acc: 94.2678, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0538, loss: 1.1092 2024-04-02 13:18:54,789 - mmdet - INFO - Epoch [11][7150/7330] lr: 4.612e-06, eta: 3 days, 5:05:44, time: 1.551, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1705, s0.acc: 94.1531, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2266, s1.loss_cls: 0.0832, s1.acc: 94.1675, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1104, s2.loss_cls: 0.0417, s2.acc: 93.9391, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0519, loss: 1.1156 2024-04-02 13:20:12,840 - mmdet - INFO - Epoch [11][7200/7330] lr: 4.612e-06, eta: 3 days, 5:04:34, time: 1.561, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1627, s0.acc: 94.3120, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2312, s1.loss_cls: 0.0804, s1.acc: 94.2008, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1127, s2.loss_cls: 0.0403, s2.acc: 94.0560, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0527, loss: 1.1093 2024-04-02 13:21:27,144 - mmdet - INFO - Epoch [11][7250/7330] lr: 4.612e-06, eta: 3 days, 5:03:15, time: 1.486, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1667, s0.acc: 94.1685, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2295, s1.loss_cls: 0.0806, s1.acc: 94.1558, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1119, s2.loss_cls: 0.0401, s2.acc: 94.0813, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0529, loss: 1.1120 2024-04-02 13:22:44,436 - mmdet - INFO - Epoch [11][7300/7330] lr: 4.612e-06, eta: 3 days, 5:02:03, time: 1.546, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1733, s0.acc: 94.0583, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2299, s1.loss_cls: 0.0844, s1.acc: 94.0870, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1130, s2.loss_cls: 0.0425, s2.acc: 93.9112, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0530, loss: 1.1355 2024-04-02 13:23:29,379 - mmdet - INFO - Saving checkpoint at 11 epochs 2024-04-02 13:31:29,529 - mmdet - INFO - Evaluating bbox... 2024-04-02 13:32:11,934 - 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 ] = 0.677 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.532 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.321 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.535 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.631 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 ] = 0.444 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 ] = 0.773 2024-04-02 13:32:11,934 - mmdet - INFO - Evaluating segm... 2024-04-02 13:33:03,191 - 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 ] = 0.651 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.461 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.220 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 ] = 0.602 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 ] = 0.358 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 ] = 0.706 2024-04-02 13:33:03,849 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-02 13:33:03,851 - mmdet - INFO - Epoch(val) [11][1250] bbox_mAP: 0.4890, bbox_mAP_50: 0.6770, bbox_mAP_75: 0.5320, bbox_mAP_s: 0.3210, bbox_mAP_m: 0.5350, bbox_mAP_l: 0.6310, bbox_mAP_copypaste: 0.489 0.677 0.532 0.321 0.535 0.631, segm_mAP: 0.4250, segm_mAP_50: 0.6510, segm_mAP_75: 0.4610, segm_mAP_s: 0.2200, segm_mAP_m: 0.4640, segm_mAP_l: 0.6020, segm_mAP_copypaste: 0.425 0.651 0.461 0.220 0.464 0.602 2024-04-02 13:34:23,231 - mmdet - INFO - Epoch [12][50/7330] lr: 4.612e-06, eta: 3 days, 4:58:28, time: 1.587, data_time: 0.112, memory: 29633, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1603, s0.acc: 94.3877, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2299, s1.loss_cls: 0.0772, s1.acc: 94.5030, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1127, s2.loss_cls: 0.0388, s2.acc: 94.2782, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0530, loss: 1.1068 2024-04-02 13:35:41,574 - mmdet - INFO - Epoch [12][100/7330] lr: 4.612e-06, eta: 3 days, 4:57:18, time: 1.567, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1667, s0.acc: 94.2024, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2310, s1.loss_cls: 0.0799, s1.acc: 94.3009, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1127, s2.loss_cls: 0.0398, s2.acc: 94.0903, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0528, loss: 1.1232 2024-04-02 13:37:00,312 - mmdet - INFO - Epoch [12][150/7330] lr: 4.612e-06, eta: 3 days, 4:56:10, time: 1.575, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1688, s0.acc: 94.1282, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2337, s1.loss_cls: 0.0807, s1.acc: 94.2856, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1156, s2.loss_cls: 0.0403, s2.acc: 94.0240, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0544, loss: 1.1433 2024-04-02 13:38:11,534 - mmdet - INFO - Epoch [12][200/7330] lr: 4.612e-06, eta: 3 days, 4:54:44, time: 1.424, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1652, s0.acc: 94.2014, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2335, s1.loss_cls: 0.0778, s1.acc: 94.4487, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1138, s2.loss_cls: 0.0393, s2.acc: 94.1304, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0539, loss: 1.1238 2024-04-02 13:39:26,886 - mmdet - INFO - Epoch [12][250/7330] lr: 4.612e-06, eta: 3 days, 4:53:28, time: 1.507, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1681, s0.acc: 94.1453, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2306, s1.loss_cls: 0.0812, s1.acc: 94.2076, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1122, s2.loss_cls: 0.0408, s2.acc: 93.9495, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0528, loss: 1.1257 2024-04-02 13:40:43,071 - mmdet - INFO - Epoch [12][300/7330] lr: 4.612e-06, eta: 3 days, 4:52:13, time: 1.524, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1628, s0.acc: 94.3315, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2285, s1.loss_cls: 0.0786, s1.acc: 94.3043, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1116, s2.loss_cls: 0.0395, s2.acc: 94.1911, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0524, loss: 1.1052 2024-04-02 13:41:57,540 - mmdet - INFO - Epoch [12][350/7330] lr: 4.612e-06, eta: 3 days, 4:50:55, time: 1.489, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1604, s0.acc: 94.2349, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2295, s1.loss_cls: 0.0774, s1.acc: 94.3260, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1128, s2.loss_cls: 0.0387, s2.acc: 94.2398, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0527, loss: 1.1094 2024-04-02 13:43:12,450 - mmdet - INFO - Epoch [12][400/7330] lr: 4.612e-06, eta: 3 days, 4:49:38, time: 1.498, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1626, s0.acc: 94.2759, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2315, s1.loss_cls: 0.0769, s1.acc: 94.5303, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1137, s2.loss_cls: 0.0389, s2.acc: 94.2984, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0532, loss: 1.1147 2024-04-02 13:44:31,681 - mmdet - INFO - Epoch [12][450/7330] lr: 4.612e-06, eta: 3 days, 4:48:30, time: 1.585, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1716, s0.acc: 93.9768, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2297, s1.loss_cls: 0.0822, s1.acc: 94.0788, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1143, s2.loss_cls: 0.0408, s2.acc: 94.0034, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0539, loss: 1.1437 2024-04-02 13:45:43,791 - mmdet - INFO - Epoch [12][500/7330] lr: 4.612e-06, eta: 3 days, 4:47:07, time: 1.442, data_time: 0.047, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1636, s0.acc: 94.3594, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2265, s1.loss_cls: 0.0784, s1.acc: 94.4156, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1111, s2.loss_cls: 0.0387, s2.acc: 94.3915, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0526, loss: 1.0929 2024-04-02 13:46:57,904 - mmdet - INFO - Epoch [12][550/7330] lr: 4.612e-06, eta: 3 days, 4:45:48, time: 1.482, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1704, s0.acc: 94.1169, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2323, s1.loss_cls: 0.0831, s1.acc: 94.2678, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1146, s2.loss_cls: 0.0414, s2.acc: 94.0329, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0538, loss: 1.1331 2024-04-02 13:48:13,428 - mmdet - INFO - Epoch [12][600/7330] lr: 4.612e-06, eta: 3 days, 4:44:32, time: 1.510, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1651, s0.acc: 94.1484, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2327, s1.loss_cls: 0.0793, s1.acc: 94.2453, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1144, s2.loss_cls: 0.0403, s2.acc: 93.9976, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0538, loss: 1.1270 2024-04-02 13:49:32,220 - mmdet - INFO - Epoch [12][650/7330] lr: 4.612e-06, eta: 3 days, 4:43:23, time: 1.576, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1646, s0.acc: 94.2249, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2304, s1.loss_cls: 0.0795, s1.acc: 94.3097, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1128, s2.loss_cls: 0.0401, s2.acc: 94.0930, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0531, loss: 1.1107 2024-04-02 13:50:50,338 - mmdet - INFO - Epoch [12][700/7330] lr: 4.612e-06, eta: 3 days, 4:42:13, time: 1.562, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1694, s0.acc: 94.2144, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2302, s1.loss_cls: 0.0827, s1.acc: 94.1616, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1116, s2.loss_cls: 0.0409, s2.acc: 93.9877, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0521, loss: 1.1232 2024-04-02 13:52:04,666 - mmdet - INFO - Epoch [12][750/7330] lr: 4.612e-06, eta: 3 days, 4:40:55, time: 1.487, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1728, s0.acc: 93.9673, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2300, s1.loss_cls: 0.0824, s1.acc: 94.1585, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1128, s2.loss_cls: 0.0410, s2.acc: 94.1034, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0529, loss: 1.1423 2024-04-02 13:53:17,378 - mmdet - INFO - Epoch [12][800/7330] lr: 4.612e-06, eta: 3 days, 4:39:32, time: 1.454, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1641, s0.acc: 94.2202, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2237, s1.loss_cls: 0.0806, s1.acc: 94.2392, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1099, s2.loss_cls: 0.0404, s2.acc: 93.9727, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0516, loss: 1.1108 2024-04-02 13:54:35,125 - mmdet - INFO - Epoch [12][850/7330] lr: 4.612e-06, eta: 3 days, 4:38:22, time: 1.555, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1757, s0.acc: 93.8818, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2336, s1.loss_cls: 0.0852, s1.acc: 93.9913, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1146, s2.loss_cls: 0.0428, s2.acc: 93.8242, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0539, loss: 1.1615 2024-04-02 13:55:53,873 - mmdet - INFO - Epoch [12][900/7330] lr: 4.612e-06, eta: 3 days, 4:37:13, time: 1.575, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1676, s0.acc: 94.2471, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2337, s1.loss_cls: 0.0812, s1.acc: 94.3270, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1137, s2.loss_cls: 0.0401, s2.acc: 94.2332, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0530, loss: 1.1225 2024-04-02 13:57:08,091 - mmdet - INFO - Epoch [12][950/7330] lr: 4.612e-06, eta: 3 days, 4:35:54, time: 1.484, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1685, s0.acc: 94.1921, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2338, s1.loss_cls: 0.0818, s1.acc: 94.2760, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1144, s2.loss_cls: 0.0411, s2.acc: 94.1115, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0536, loss: 1.1349 2024-04-02 13:58:25,502 - mmdet - INFO - Epoch [12][1000/7330] lr: 4.612e-06, eta: 3 days, 4:34:42, time: 1.548, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1716, s0.acc: 94.0959, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2354, s1.loss_cls: 0.0831, s1.acc: 94.1101, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1130, s2.loss_cls: 0.0416, s2.acc: 93.9270, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0527, loss: 1.1330 2024-04-02 13:59:42,393 - mmdet - INFO - Epoch [12][1050/7330] lr: 4.612e-06, eta: 3 days, 4:33:30, time: 1.538, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1605, s0.acc: 94.4436, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2218, s1.loss_cls: 0.0773, s1.acc: 94.4741, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1090, s2.loss_cls: 0.0387, s2.acc: 94.3094, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0511, loss: 1.0759 2024-04-02 14:00:58,925 - mmdet - INFO - Epoch [12][1100/7330] lr: 4.612e-06, eta: 3 days, 4:32:16, time: 1.531, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1627, s0.acc: 94.3674, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2296, s1.loss_cls: 0.0781, s1.acc: 94.4475, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1127, s2.loss_cls: 0.0386, s2.acc: 94.3521, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0532, loss: 1.0972 2024-04-02 14:02:16,732 - mmdet - INFO - Epoch [12][1150/7330] lr: 4.612e-06, eta: 3 days, 4:31:05, time: 1.556, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1607, s0.acc: 94.3455, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2281, s1.loss_cls: 0.0784, s1.acc: 94.4148, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1125, s2.loss_cls: 0.0389, s2.acc: 94.2918, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0529, loss: 1.0947 2024-04-02 14:03:33,484 - mmdet - INFO - Epoch [12][1200/7330] lr: 4.612e-06, eta: 3 days, 4:29:52, time: 1.535, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1650, s0.acc: 94.2205, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2295, s1.loss_cls: 0.0789, s1.acc: 94.3569, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1130, s2.loss_cls: 0.0396, s2.acc: 94.2558, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0534, loss: 1.1218 2024-04-02 14:04:47,278 - mmdet - INFO - Epoch [12][1250/7330] lr: 4.612e-06, eta: 3 days, 4:28:32, time: 1.476, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1649, s0.acc: 94.2563, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2256, s1.loss_cls: 0.0792, s1.acc: 94.3799, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1100, s2.loss_cls: 0.0397, s2.acc: 94.1506, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0516, loss: 1.1121 2024-04-02 14:06:03,944 - mmdet - INFO - Epoch [12][1300/7330] lr: 4.612e-06, eta: 3 days, 4:27:19, time: 1.533, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1706, s0.acc: 94.1016, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2331, s1.loss_cls: 0.0808, s1.acc: 94.1856, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1137, s2.loss_cls: 0.0401, s2.acc: 94.0255, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0536, loss: 1.1350 2024-04-02 14:07:20,896 - mmdet - INFO - Epoch [12][1350/7330] lr: 4.612e-06, eta: 3 days, 4:26:06, time: 1.539, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1754, s0.acc: 93.9626, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2330, s1.loss_cls: 0.0837, s1.acc: 94.0960, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1145, s2.loss_cls: 0.0417, s2.acc: 93.9663, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0537, loss: 1.1505 2024-04-02 14:08:37,655 - mmdet - INFO - Epoch [12][1400/7330] lr: 4.612e-06, eta: 3 days, 4:24:53, time: 1.535, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1610, s0.acc: 94.4116, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2352, s1.loss_cls: 0.0776, s1.acc: 94.4953, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1135, s2.loss_cls: 0.0387, s2.acc: 94.3582, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0531, loss: 1.1058 2024-04-02 14:09:54,540 - mmdet - INFO - Epoch [12][1450/7330] lr: 4.612e-06, eta: 3 days, 4:23:40, time: 1.538, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1668, s0.acc: 94.2246, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2298, s1.loss_cls: 0.0787, s1.acc: 94.4286, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1130, s2.loss_cls: 0.0387, s2.acc: 94.3983, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0534, loss: 1.1173 2024-04-02 14:11:07,328 - mmdet - INFO - Epoch [12][1500/7330] lr: 4.612e-06, eta: 3 days, 4:22:18, time: 1.456, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1680, s0.acc: 94.2102, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2283, s1.loss_cls: 0.0816, s1.acc: 94.2648, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1114, s2.loss_cls: 0.0403, s2.acc: 94.1116, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0524, loss: 1.1047 2024-04-02 14:12:21,166 - mmdet - INFO - Epoch [12][1550/7330] lr: 4.612e-06, eta: 3 days, 4:20:59, time: 1.477, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1590, s0.acc: 94.6157, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2234, s1.loss_cls: 0.0771, s1.acc: 94.6466, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1108, s2.loss_cls: 0.0386, s2.acc: 94.5096, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0524, loss: 1.0747 2024-04-02 14:13:32,561 - mmdet - INFO - Epoch [12][1600/7330] lr: 4.612e-06, eta: 3 days, 4:19:34, time: 1.428, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1657, s0.acc: 94.2151, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2347, s1.loss_cls: 0.0788, s1.acc: 94.3377, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1151, s2.loss_cls: 0.0386, s2.acc: 94.3629, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0539, loss: 1.1317 2024-04-02 14:14:49,433 - mmdet - INFO - Epoch [12][1650/7330] lr: 4.612e-06, eta: 3 days, 4:18:21, time: 1.537, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1648, s0.acc: 94.2148, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2281, s1.loss_cls: 0.0790, s1.acc: 94.3326, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1109, s2.loss_cls: 0.0402, s2.acc: 93.9863, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0517, loss: 1.1097 2024-04-02 14:16:06,114 - mmdet - INFO - Epoch [12][1700/7330] lr: 4.612e-06, eta: 3 days, 4:17:07, time: 1.534, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1717, s0.acc: 94.0825, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2316, s1.loss_cls: 0.0815, s1.acc: 94.2539, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1142, s2.loss_cls: 0.0399, s2.acc: 94.2044, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0538, loss: 1.1335 2024-04-02 14:17:23,308 - mmdet - INFO - Epoch [12][1750/7330] lr: 4.612e-06, eta: 3 days, 4:15:55, time: 1.544, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1616, s0.acc: 94.4705, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2256, s1.loss_cls: 0.0777, s1.acc: 94.7054, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1113, s2.loss_cls: 0.0386, s2.acc: 94.6146, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0528, loss: 1.0869 2024-04-02 14:18:36,163 - mmdet - INFO - Epoch [12][1800/7330] lr: 4.612e-06, eta: 3 days, 4:14:33, time: 1.457, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1725, s0.acc: 94.1057, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2294, s1.loss_cls: 0.0822, s1.acc: 94.2417, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1129, s2.loss_cls: 0.0409, s2.acc: 94.0934, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0531, loss: 1.1401 2024-04-02 14:19:52,968 - mmdet - INFO - Epoch [12][1850/7330] lr: 4.612e-06, eta: 3 days, 4:13:20, time: 1.536, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1695, s0.acc: 94.0603, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2285, s1.loss_cls: 0.0820, s1.acc: 94.0963, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1130, s2.loss_cls: 0.0415, s2.acc: 93.7824, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0531, loss: 1.1347 2024-04-02 14:21:06,330 - mmdet - INFO - Epoch [12][1900/7330] lr: 4.612e-06, eta: 3 days, 4:12:00, time: 1.467, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1589, s0.acc: 94.4041, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2321, s1.loss_cls: 0.0767, s1.acc: 94.4688, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1133, s2.loss_cls: 0.0381, s2.acc: 94.3483, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0532, loss: 1.1109 2024-04-02 14:22:20,152 - mmdet - INFO - Epoch [12][1950/7330] lr: 4.612e-06, eta: 3 days, 4:10:40, time: 1.476, data_time: 0.063, memory: 29633, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1669, s0.acc: 94.3093, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2285, s1.loss_cls: 0.0791, s1.acc: 94.5065, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1128, s2.loss_cls: 0.0392, s2.acc: 94.4692, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0530, loss: 1.1126 2024-04-02 14:23:32,429 - mmdet - INFO - Epoch [12][2000/7330] lr: 4.612e-06, eta: 3 days, 4:09:17, time: 1.446, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1694, s0.acc: 94.1733, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2328, s1.loss_cls: 0.0806, s1.acc: 94.2828, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1143, s2.loss_cls: 0.0399, s2.acc: 94.2234, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0535, loss: 1.1385 2024-04-02 14:24:46,529 - mmdet - INFO - Epoch [12][2050/7330] lr: 4.612e-06, eta: 3 days, 4:07:58, time: 1.482, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1647, s0.acc: 94.1936, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2295, s1.loss_cls: 0.0806, s1.acc: 94.1846, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1125, s2.loss_cls: 0.0407, s2.acc: 93.8449, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0527, loss: 1.1184 2024-04-02 14:26:02,146 - mmdet - INFO - Epoch [12][2100/7330] lr: 4.612e-06, eta: 3 days, 4:06:43, time: 1.512, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1662, s0.acc: 94.2451, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2328, s1.loss_cls: 0.0794, s1.acc: 94.3541, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1152, s2.loss_cls: 0.0392, s2.acc: 94.2494, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0542, loss: 1.1280 2024-04-02 14:27:15,433 - mmdet - INFO - Epoch [12][2150/7330] lr: 4.612e-06, eta: 3 days, 4:05:22, time: 1.466, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1675, s0.acc: 94.2744, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2326, s1.loss_cls: 0.0796, s1.acc: 94.3636, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1133, s2.loss_cls: 0.0394, s2.acc: 94.1541, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0529, loss: 1.1238 2024-04-02 14:28:30,949 - mmdet - INFO - Epoch [12][2200/7330] lr: 4.612e-06, eta: 3 days, 4:04:06, time: 1.510, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1608, s0.acc: 94.3491, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2360, s1.loss_cls: 0.0769, s1.acc: 94.5265, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1156, s2.loss_cls: 0.0390, s2.acc: 94.3265, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0540, loss: 1.1238 2024-04-02 14:29:45,911 - mmdet - INFO - Epoch [12][2250/7330] lr: 4.612e-06, eta: 3 days, 4:02:49, time: 1.499, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1691, s0.acc: 94.1133, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2302, s1.loss_cls: 0.0811, s1.acc: 94.2000, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1125, s2.loss_cls: 0.0408, s2.acc: 94.1598, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0526, loss: 1.1198 2024-04-02 14:31:00,172 - mmdet - INFO - Epoch [12][2300/7330] lr: 4.612e-06, eta: 3 days, 4:01:30, time: 1.486, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1608, s0.acc: 94.3191, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2257, s1.loss_cls: 0.0779, s1.acc: 94.3350, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1108, s2.loss_cls: 0.0388, s2.acc: 94.1981, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0524, loss: 1.0897 2024-04-02 14:32:17,048 - mmdet - INFO - Epoch [12][2350/7330] lr: 4.612e-06, eta: 3 days, 4:00:17, time: 1.537, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1605, s0.acc: 94.4897, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2260, s1.loss_cls: 0.0774, s1.acc: 94.6192, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1100, s2.loss_cls: 0.0386, s2.acc: 94.5167, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0514, loss: 1.0785 2024-04-02 14:33:35,085 - mmdet - INFO - Epoch [12][2400/7330] lr: 4.612e-06, eta: 3 days, 3:59:07, time: 1.561, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1610, s0.acc: 94.3943, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2342, s1.loss_cls: 0.0774, s1.acc: 94.4546, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1154, s2.loss_cls: 0.0390, s2.acc: 94.2670, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0541, loss: 1.1078 2024-04-02 14:34:51,050 - mmdet - INFO - Epoch [12][2450/7330] lr: 4.612e-06, eta: 3 days, 3:57:52, time: 1.519, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1676, s0.acc: 94.2129, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2321, s1.loss_cls: 0.0812, s1.acc: 94.2548, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1139, s2.loss_cls: 0.0404, s2.acc: 94.0854, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0536, loss: 1.1280 2024-04-02 14:36:03,151 - mmdet - INFO - Epoch [12][2500/7330] lr: 4.612e-06, eta: 3 days, 3:56:29, time: 1.442, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1643, s0.acc: 94.3091, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2349, s1.loss_cls: 0.0793, s1.acc: 94.4156, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1160, s2.loss_cls: 0.0401, s2.acc: 94.1281, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0543, loss: 1.1219 2024-04-02 14:37:17,738 - mmdet - INFO - Epoch [12][2550/7330] lr: 4.612e-06, eta: 3 days, 3:55:11, time: 1.492, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1695, s0.acc: 94.2212, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2305, s1.loss_cls: 0.0807, s1.acc: 94.2848, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1131, s2.loss_cls: 0.0404, s2.acc: 94.1611, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0532, loss: 1.1257 2024-04-02 14:38:33,308 - mmdet - INFO - Epoch [12][2600/7330] lr: 4.612e-06, eta: 3 days, 3:53:55, time: 1.511, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1658, s0.acc: 94.2905, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2254, s1.loss_cls: 0.0789, s1.acc: 94.4683, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1107, s2.loss_cls: 0.0395, s2.acc: 94.3009, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0520, loss: 1.1010 2024-04-02 14:39:50,862 - mmdet - INFO - Epoch [12][2650/7330] lr: 4.612e-06, eta: 3 days, 3:52:44, time: 1.551, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1605, s0.acc: 94.4077, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2272, s1.loss_cls: 0.0767, s1.acc: 94.5675, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1113, s2.loss_cls: 0.0375, s2.acc: 94.4486, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0522, loss: 1.0981 2024-04-02 14:41:02,835 - mmdet - INFO - Epoch [12][2700/7330] lr: 4.612e-06, eta: 3 days, 3:51:20, time: 1.439, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1750, s0.acc: 94.0310, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2329, s1.loss_cls: 0.0822, s1.acc: 94.2693, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1148, s2.loss_cls: 0.0407, s2.acc: 94.0864, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0540, loss: 1.1465 2024-04-02 14:42:15,420 - mmdet - INFO - Epoch [12][2750/7330] lr: 4.612e-06, eta: 3 days, 3:49:58, time: 1.452, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1651, s0.acc: 94.2441, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2248, s1.loss_cls: 0.0790, s1.acc: 94.3407, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1109, s2.loss_cls: 0.0394, s2.acc: 94.2683, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0523, loss: 1.1172 2024-04-02 14:43:28,445 - mmdet - INFO - Epoch [12][2800/7330] lr: 4.612e-06, eta: 3 days, 3:48:37, time: 1.460, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1680, s0.acc: 94.1650, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2262, s1.loss_cls: 0.0802, s1.acc: 94.2927, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1106, s2.loss_cls: 0.0404, s2.acc: 94.1245, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0517, loss: 1.1168 2024-04-02 14:44:43,652 - mmdet - INFO - Epoch [12][2850/7330] lr: 4.612e-06, eta: 3 days, 3:47:20, time: 1.504, data_time: 0.047, memory: 29633, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1624, s0.acc: 94.3469, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2271, s1.loss_cls: 0.0775, s1.acc: 94.4403, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1116, s2.loss_cls: 0.0385, s2.acc: 94.2886, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0525, loss: 1.0971 2024-04-02 14:46:00,246 - mmdet - INFO - Epoch [12][2900/7330] lr: 4.612e-06, eta: 3 days, 3:46:07, time: 1.532, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1650, s0.acc: 94.2817, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2275, s1.loss_cls: 0.0787, s1.acc: 94.3853, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1114, s2.loss_cls: 0.0393, s2.acc: 94.2128, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0524, loss: 1.1083 2024-04-02 14:47:17,227 - mmdet - INFO - Epoch [12][2950/7330] lr: 4.612e-06, eta: 3 days, 3:44:54, time: 1.539, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1726, s0.acc: 94.1104, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2372, s1.loss_cls: 0.0827, s1.acc: 94.1844, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1151, s2.loss_cls: 0.0410, s2.acc: 94.1899, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0540, loss: 1.1396 2024-04-02 14:48:35,717 - mmdet - INFO - Epoch [12][3000/7330] lr: 4.612e-06, eta: 3 days, 3:43:44, time: 1.570, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1681, s0.acc: 94.2217, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2329, s1.loss_cls: 0.0810, s1.acc: 94.2878, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1143, s2.loss_cls: 0.0399, s2.acc: 94.1819, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0537, loss: 1.1239 2024-04-02 14:49:56,236 - mmdet - INFO - Epoch [12][3050/7330] lr: 4.612e-06, eta: 3 days, 3:42:39, time: 1.610, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1744, s0.acc: 94.0408, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2301, s1.loss_cls: 0.0837, s1.acc: 94.1462, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1126, s2.loss_cls: 0.0416, s2.acc: 93.9993, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0526, loss: 1.1352 2024-04-02 14:51:10,633 - mmdet - INFO - Epoch [12][3100/7330] lr: 4.612e-06, eta: 3 days, 3:41:21, time: 1.488, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1729, s0.acc: 94.0679, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2327, s1.loss_cls: 0.0823, s1.acc: 94.2160, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1148, s2.loss_cls: 0.0408, s2.acc: 94.1005, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0543, loss: 1.1459 2024-04-02 14:52:27,116 - mmdet - INFO - Epoch [12][3150/7330] lr: 4.612e-06, eta: 3 days, 3:40:07, time: 1.530, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1700, s0.acc: 94.1816, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2241, s1.loss_cls: 0.0819, s1.acc: 94.3169, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1109, s2.loss_cls: 0.0408, s2.acc: 94.2115, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0523, loss: 1.1106 2024-04-02 14:53:43,080 - mmdet - INFO - Epoch [12][3200/7330] lr: 4.612e-06, eta: 3 days, 3:38:52, time: 1.519, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1657, s0.acc: 94.2698, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2317, s1.loss_cls: 0.0795, s1.acc: 94.3501, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1138, s2.loss_cls: 0.0400, s2.acc: 94.2435, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0534, loss: 1.1153 2024-04-02 14:54:57,882 - mmdet - INFO - Epoch [12][3250/7330] lr: 4.612e-06, eta: 3 days, 3:37:35, time: 1.497, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1702, s0.acc: 94.2109, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2309, s1.loss_cls: 0.0810, s1.acc: 94.3055, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1138, s2.loss_cls: 0.0402, s2.acc: 94.1670, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0531, loss: 1.1275 2024-04-02 14:56:14,721 - mmdet - INFO - Epoch [12][3300/7330] lr: 4.612e-06, eta: 3 days, 3:36:22, time: 1.537, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1642, s0.acc: 94.3503, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2286, s1.loss_cls: 0.0789, s1.acc: 94.4244, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1120, s2.loss_cls: 0.0396, s2.acc: 94.3251, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0529, loss: 1.1107 2024-04-02 14:57:28,110 - mmdet - INFO - Epoch [12][3350/7330] lr: 4.612e-06, eta: 3 days, 3:35:02, time: 1.468, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1635, s0.acc: 94.3682, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2296, s1.loss_cls: 0.0790, s1.acc: 94.4752, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1128, s2.loss_cls: 0.0388, s2.acc: 94.4547, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0526, loss: 1.1006 2024-04-02 14:58:39,420 - mmdet - INFO - Epoch [12][3400/7330] lr: 4.612e-06, eta: 3 days, 3:33:37, time: 1.426, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1641, s0.acc: 94.3303, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2239, s1.loss_cls: 0.0788, s1.acc: 94.3905, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1113, s2.loss_cls: 0.0392, s2.acc: 94.3034, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0522, loss: 1.1070 2024-04-02 14:59:55,204 - mmdet - INFO - Epoch [12][3450/7330] lr: 4.612e-06, eta: 3 days, 3:32:21, time: 1.516, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1770, s0.acc: 93.8662, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2373, s1.loss_cls: 0.0842, s1.acc: 94.0381, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1158, s2.loss_cls: 0.0415, s2.acc: 93.9681, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0540, loss: 1.1689 2024-04-02 15:01:08,622 - mmdet - INFO - Epoch [12][3500/7330] lr: 4.612e-06, eta: 3 days, 3:31:01, time: 1.468, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1702, s0.acc: 94.1375, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2379, s1.loss_cls: 0.0816, s1.acc: 94.2890, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1174, s2.loss_cls: 0.0413, s2.acc: 94.0576, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0554, loss: 1.1524 2024-04-02 15:02:24,030 - mmdet - INFO - Epoch [12][3550/7330] lr: 4.612e-06, eta: 3 days, 3:29:45, time: 1.508, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1660, s0.acc: 94.2837, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2328, s1.loss_cls: 0.0802, s1.acc: 94.2892, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1145, s2.loss_cls: 0.0392, s2.acc: 94.2574, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0530, loss: 1.1201 2024-04-02 15:03:39,197 - mmdet - INFO - Epoch [12][3600/7330] lr: 4.612e-06, eta: 3 days, 3:28:28, time: 1.503, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1699, s0.acc: 94.1406, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2300, s1.loss_cls: 0.0812, s1.acc: 94.1912, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1139, s2.loss_cls: 0.0395, s2.acc: 94.2073, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0537, loss: 1.1326 2024-04-02 15:04:56,353 - mmdet - INFO - Epoch [12][3650/7330] lr: 4.612e-06, eta: 3 days, 3:27:16, time: 1.543, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1627, s0.acc: 94.3601, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2289, s1.loss_cls: 0.0781, s1.acc: 94.4869, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1139, s2.loss_cls: 0.0390, s2.acc: 94.2812, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0535, loss: 1.1156 2024-04-02 15:06:16,431 - mmdet - INFO - Epoch [12][3700/7330] lr: 4.612e-06, eta: 3 days, 3:26:10, time: 1.602, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1722, s0.acc: 94.0461, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2266, s1.loss_cls: 0.0843, s1.acc: 94.0830, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1117, s2.loss_cls: 0.0420, s2.acc: 93.9440, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0523, loss: 1.1334 2024-04-02 15:07:29,411 - mmdet - INFO - Epoch [12][3750/7330] lr: 4.612e-06, eta: 3 days, 3:24:49, time: 1.460, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1634, s0.acc: 94.3740, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2272, s1.loss_cls: 0.0776, s1.acc: 94.5069, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1119, s2.loss_cls: 0.0386, s2.acc: 94.3824, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0525, loss: 1.0995 2024-04-02 15:08:43,270 - mmdet - INFO - Epoch [12][3800/7330] lr: 4.612e-06, eta: 3 days, 3:23:29, time: 1.477, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1565, s0.acc: 94.6204, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2286, s1.loss_cls: 0.0757, s1.acc: 94.6681, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1119, s2.loss_cls: 0.0380, s2.acc: 94.5201, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0529, loss: 1.0799 2024-04-02 15:09:59,685 - mmdet - INFO - Epoch [12][3850/7330] lr: 4.612e-06, eta: 3 days, 3:22:15, time: 1.528, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1742, s0.acc: 94.0156, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2303, s1.loss_cls: 0.0828, s1.acc: 94.1954, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1142, s2.loss_cls: 0.0414, s2.acc: 93.9875, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0540, loss: 1.1405 2024-04-02 15:11:16,419 - mmdet - INFO - Epoch [12][3900/7330] lr: 4.612e-06, eta: 3 days, 3:21:02, time: 1.535, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1676, s0.acc: 94.1528, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2273, s1.loss_cls: 0.0807, s1.acc: 94.3275, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1113, s2.loss_cls: 0.0402, s2.acc: 94.2214, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0524, loss: 1.1094 2024-04-02 15:12:32,694 - mmdet - INFO - Epoch [12][3950/7330] lr: 4.612e-06, eta: 3 days, 3:19:48, time: 1.526, data_time: 0.065, memory: 29633, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1597, s0.acc: 94.4785, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2207, s1.loss_cls: 0.0760, s1.acc: 94.6924, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1094, s2.loss_cls: 0.0378, s2.acc: 94.5699, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0516, loss: 1.0845 2024-04-02 15:13:47,535 - mmdet - INFO - Epoch [12][4000/7330] lr: 4.612e-06, eta: 3 days, 3:18:31, time: 1.497, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1712, s0.acc: 94.0820, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2350, s1.loss_cls: 0.0812, s1.acc: 94.2891, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1159, s2.loss_cls: 0.0403, s2.acc: 94.1299, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0547, loss: 1.1520 2024-04-02 15:15:03,470 - mmdet - INFO - Epoch [12][4050/7330] lr: 4.612e-06, eta: 3 days, 3:17:16, time: 1.519, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1736, s0.acc: 94.0994, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2299, s1.loss_cls: 0.0843, s1.acc: 94.1175, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1133, s2.loss_cls: 0.0413, s2.acc: 94.0873, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0531, loss: 1.1328 2024-04-02 15:16:21,520 - mmdet - INFO - Epoch [12][4100/7330] lr: 4.612e-06, eta: 3 days, 3:16:05, time: 1.561, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1627, s0.acc: 94.4602, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2259, s1.loss_cls: 0.0778, s1.acc: 94.5775, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1109, s2.loss_cls: 0.0386, s2.acc: 94.4367, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0520, loss: 1.0881 2024-04-02 15:17:35,980 - mmdet - INFO - Epoch [12][4150/7330] lr: 4.612e-06, eta: 3 days, 3:14:47, time: 1.489, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1694, s0.acc: 94.1667, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2341, s1.loss_cls: 0.0818, s1.acc: 94.2549, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1150, s2.loss_cls: 0.0411, s2.acc: 94.0090, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0537, loss: 1.1309 2024-04-02 15:18:52,152 - mmdet - INFO - Epoch [12][4200/7330] lr: 4.612e-06, eta: 3 days, 3:13:33, time: 1.523, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1613, s0.acc: 94.4700, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2289, s1.loss_cls: 0.0777, s1.acc: 94.5099, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1140, s2.loss_cls: 0.0389, s2.acc: 94.2740, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0536, loss: 1.0955 2024-04-02 15:20:08,033 - mmdet - INFO - Epoch [12][4250/7330] lr: 4.612e-06, eta: 3 days, 3:12:17, time: 1.518, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1636, s0.acc: 94.4670, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2252, s1.loss_cls: 0.0790, s1.acc: 94.5049, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1109, s2.loss_cls: 0.0395, s2.acc: 94.4112, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0523, loss: 1.0843 2024-04-02 15:21:20,825 - mmdet - INFO - Epoch [12][4300/7330] lr: 4.612e-06, eta: 3 days, 3:10:56, time: 1.456, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1712, s0.acc: 94.1121, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2368, s1.loss_cls: 0.0821, s1.acc: 94.2268, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1166, s2.loss_cls: 0.0402, s2.acc: 94.1355, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0540, loss: 1.1397 2024-04-02 15:22:35,616 - mmdet - INFO - Epoch [12][4350/7330] lr: 4.612e-06, eta: 3 days, 3:09:38, time: 1.496, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1681, s0.acc: 94.3186, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2309, s1.loss_cls: 0.0796, s1.acc: 94.4536, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1131, s2.loss_cls: 0.0393, s2.acc: 94.2784, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0533, loss: 1.1110 2024-04-02 15:23:46,550 - mmdet - INFO - Epoch [12][4400/7330] lr: 4.612e-06, eta: 3 days, 3:08:13, time: 1.419, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1706, s0.acc: 94.1516, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2380, s1.loss_cls: 0.0812, s1.acc: 94.3558, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1163, s2.loss_cls: 0.0404, s2.acc: 94.1712, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0548, loss: 1.1495 2024-04-02 15:25:01,454 - mmdet - INFO - Epoch [12][4450/7330] lr: 4.612e-06, eta: 3 days, 3:06:56, time: 1.498, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1585, s0.acc: 94.5515, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2213, s1.loss_cls: 0.0749, s1.acc: 94.7757, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1088, s2.loss_cls: 0.0376, s2.acc: 94.6025, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0514, loss: 1.0666 2024-04-02 15:26:16,713 - mmdet - INFO - Epoch [12][4500/7330] lr: 4.612e-06, eta: 3 days, 3:05:39, time: 1.505, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1643, s0.acc: 94.2856, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2386, s1.loss_cls: 0.0786, s1.acc: 94.4043, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1172, s2.loss_cls: 0.0394, s2.acc: 94.1653, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0545, loss: 1.1317 2024-04-02 15:27:30,098 - mmdet - INFO - Epoch [12][4550/7330] lr: 4.612e-06, eta: 3 days, 3:04:19, time: 1.468, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1604, s0.acc: 94.4512, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2256, s1.loss_cls: 0.0764, s1.acc: 94.6077, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1102, s2.loss_cls: 0.0380, s2.acc: 94.4947, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0517, loss: 1.0805 2024-04-02 15:28:43,583 - mmdet - INFO - Epoch [12][4600/7330] lr: 4.612e-06, eta: 3 days, 3:02:59, time: 1.470, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1680, s0.acc: 94.1362, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2381, s1.loss_cls: 0.0806, s1.acc: 94.2444, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1161, s2.loss_cls: 0.0397, s2.acc: 94.1084, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0542, loss: 1.1398 2024-04-02 15:29:59,685 - mmdet - INFO - Epoch [12][4650/7330] lr: 4.612e-06, eta: 3 days, 3:01:44, time: 1.522, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1672, s0.acc: 94.1516, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2330, s1.loss_cls: 0.0807, s1.acc: 94.2525, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1135, s2.loss_cls: 0.0399, s2.acc: 94.1207, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0536, loss: 1.1295 2024-04-02 15:31:15,059 - mmdet - INFO - Epoch [12][4700/7330] lr: 4.612e-06, eta: 3 days, 3:00:28, time: 1.507, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1644, s0.acc: 94.2305, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2303, s1.loss_cls: 0.0791, s1.acc: 94.3739, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1127, s2.loss_cls: 0.0394, s2.acc: 94.2016, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0533, loss: 1.1056 2024-04-02 15:32:29,195 - mmdet - INFO - Epoch [12][4750/7330] lr: 4.612e-06, eta: 3 days, 2:59:10, time: 1.483, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1615, s0.acc: 94.4165, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2258, s1.loss_cls: 0.0787, s1.acc: 94.4386, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1118, s2.loss_cls: 0.0390, s2.acc: 94.3475, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0529, loss: 1.0887 2024-04-02 15:33:47,810 - mmdet - INFO - Epoch [12][4800/7330] lr: 4.612e-06, eta: 3 days, 2:58:00, time: 1.572, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1688, s0.acc: 94.0681, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2339, s1.loss_cls: 0.0814, s1.acc: 94.1663, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1149, s2.loss_cls: 0.0407, s2.acc: 93.8971, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0536, loss: 1.1394 2024-04-02 15:35:06,509 - mmdet - INFO - Epoch [12][4850/7330] lr: 4.612e-06, eta: 3 days, 2:56:51, time: 1.574, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1713, s0.acc: 94.1125, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2276, s1.loss_cls: 0.0829, s1.acc: 94.1139, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1115, s2.loss_cls: 0.0409, s2.acc: 94.0257, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0523, loss: 1.1217 2024-04-02 15:36:22,785 - mmdet - INFO - Epoch [12][4900/7330] lr: 4.612e-06, eta: 3 days, 2:55:37, time: 1.525, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1646, s0.acc: 94.2568, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2292, s1.loss_cls: 0.0790, s1.acc: 94.3628, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1136, s2.loss_cls: 0.0397, s2.acc: 94.1574, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0533, loss: 1.1118 2024-04-02 15:37:38,335 - mmdet - INFO - Epoch [12][4950/7330] lr: 4.612e-06, eta: 3 days, 2:54:21, time: 1.511, data_time: 0.064, memory: 29633, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1718, s0.acc: 94.1189, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2306, s1.loss_cls: 0.0821, s1.acc: 94.2618, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1132, s2.loss_cls: 0.0403, s2.acc: 94.1075, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0535, loss: 1.1295 2024-04-02 15:38:54,381 - mmdet - INFO - Epoch [12][5000/7330] lr: 4.612e-06, eta: 3 days, 2:53:06, time: 1.521, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1694, s0.acc: 94.0698, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2381, s1.loss_cls: 0.0822, s1.acc: 94.1749, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1151, s2.loss_cls: 0.0407, s2.acc: 94.0674, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0540, loss: 1.1352 2024-04-02 15:40:10,653 - mmdet - INFO - Epoch [12][5050/7330] lr: 4.612e-06, eta: 3 days, 2:51:52, time: 1.525, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1764, s0.acc: 94.0410, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2339, s1.loss_cls: 0.0845, s1.acc: 94.1405, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1140, s2.loss_cls: 0.0419, s2.acc: 93.9534, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0535, loss: 1.1468 2024-04-02 15:41:25,152 - mmdet - INFO - Epoch [12][5100/7330] lr: 4.612e-06, eta: 3 days, 2:50:34, time: 1.490, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1782, s0.acc: 93.8342, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2411, s1.loss_cls: 0.0861, s1.acc: 93.8615, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1167, s2.loss_cls: 0.0426, s2.acc: 93.7787, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0544, loss: 1.1670 2024-04-02 15:42:40,135 - mmdet - INFO - Epoch [12][5150/7330] lr: 4.612e-06, eta: 3 days, 2:49:17, time: 1.500, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1664, s0.acc: 94.2949, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2262, s1.loss_cls: 0.0800, s1.acc: 94.3607, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1109, s2.loss_cls: 0.0394, s2.acc: 94.2395, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0515, loss: 1.1001 2024-04-02 15:43:55,351 - mmdet - INFO - Epoch [12][5200/7330] lr: 4.612e-06, eta: 3 days, 2:48:01, time: 1.504, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1665, s0.acc: 94.2029, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2325, s1.loss_cls: 0.0815, s1.acc: 94.1815, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1138, s2.loss_cls: 0.0406, s2.acc: 94.0169, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0533, loss: 1.1188 2024-04-02 15:45:10,985 - mmdet - INFO - Epoch [12][5250/7330] lr: 4.612e-06, eta: 3 days, 2:46:45, time: 1.513, data_time: 0.047, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1559, s0.acc: 94.6650, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2263, s1.loss_cls: 0.0743, s1.acc: 94.8602, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1112, s2.loss_cls: 0.0374, s2.acc: 94.6732, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0524, loss: 1.0677 2024-04-02 15:46:25,357 - mmdet - INFO - Epoch [12][5300/7330] lr: 4.612e-06, eta: 3 days, 2:45:27, time: 1.487, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1605, s0.acc: 94.4048, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2318, s1.loss_cls: 0.0792, s1.acc: 94.3263, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1133, s2.loss_cls: 0.0397, s2.acc: 94.1146, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0533, loss: 1.0932 2024-04-02 15:47:40,029 - mmdet - INFO - Epoch [12][5350/7330] lr: 4.612e-06, eta: 3 days, 2:44:09, time: 1.493, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1620, s0.acc: 94.4204, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2265, s1.loss_cls: 0.0783, s1.acc: 94.4593, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1122, s2.loss_cls: 0.0391, s2.acc: 94.2551, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0528, loss: 1.0929 2024-04-02 15:48:55,709 - mmdet - INFO - Epoch [12][5400/7330] lr: 4.612e-06, eta: 3 days, 2:42:54, time: 1.514, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1729, s0.acc: 94.0713, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2305, s1.loss_cls: 0.0824, s1.acc: 94.2285, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1129, s2.loss_cls: 0.0414, s2.acc: 94.0430, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0529, loss: 1.1337 2024-04-02 15:50:12,954 - mmdet - INFO - Epoch [12][5450/7330] lr: 4.612e-06, eta: 3 days, 2:41:42, time: 1.545, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1561, s0.acc: 94.6035, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2266, s1.loss_cls: 0.0754, s1.acc: 94.6946, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1115, s2.loss_cls: 0.0385, s2.acc: 94.4808, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0525, loss: 1.0790 2024-04-02 15:51:28,877 - mmdet - INFO - Epoch [12][5500/7330] lr: 4.612e-06, eta: 3 days, 2:40:27, time: 1.518, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1690, s0.acc: 94.2732, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2274, s1.loss_cls: 0.0812, s1.acc: 94.3035, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1132, s2.loss_cls: 0.0402, s2.acc: 94.2425, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0533, loss: 1.1205 2024-04-02 15:52:45,441 - mmdet - INFO - Epoch [12][5550/7330] lr: 4.612e-06, eta: 3 days, 2:39:13, time: 1.531, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1747, s0.acc: 94.0605, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2299, s1.loss_cls: 0.0837, s1.acc: 94.1754, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1129, s2.loss_cls: 0.0415, s2.acc: 94.0088, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0529, loss: 1.1300 2024-04-02 15:54:04,493 - mmdet - INFO - Epoch [12][5600/7330] lr: 4.612e-06, eta: 3 days, 2:38:04, time: 1.581, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1627, s0.acc: 94.3792, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2301, s1.loss_cls: 0.0776, s1.acc: 94.5082, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1134, s2.loss_cls: 0.0383, s2.acc: 94.3694, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0532, loss: 1.1010 2024-04-02 15:55:23,171 - mmdet - INFO - Epoch [12][5650/7330] lr: 4.612e-06, eta: 3 days, 2:36:55, time: 1.574, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1633, s0.acc: 94.3711, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2271, s1.loss_cls: 0.0784, s1.acc: 94.4015, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1124, s2.loss_cls: 0.0390, s2.acc: 94.4089, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0533, loss: 1.0954 2024-04-02 15:56:42,411 - mmdet - INFO - Epoch [12][5700/7330] lr: 4.612e-06, eta: 3 days, 2:35:47, time: 1.585, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1773, s0.acc: 93.9324, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2279, s1.loss_cls: 0.0847, s1.acc: 94.0568, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1126, s2.loss_cls: 0.0419, s2.acc: 93.9118, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0527, loss: 1.1489 2024-04-02 15:58:00,878 - mmdet - INFO - Epoch [12][5750/7330] lr: 4.612e-06, eta: 3 days, 2:34:37, time: 1.569, data_time: 0.066, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1653, s0.acc: 94.3252, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2261, s1.loss_cls: 0.0799, s1.acc: 94.3615, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1108, s2.loss_cls: 0.0399, s2.acc: 94.2441, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0519, loss: 1.0958 2024-04-02 15:59:15,825 - mmdet - INFO - Epoch [12][5800/7330] lr: 4.612e-06, eta: 3 days, 2:33:20, time: 1.499, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1622, s0.acc: 94.3328, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2259, s1.loss_cls: 0.0778, s1.acc: 94.3613, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1113, s2.loss_cls: 0.0394, s2.acc: 94.1695, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0523, loss: 1.1000 2024-04-02 16:00:31,289 - mmdet - INFO - Epoch [12][5850/7330] lr: 4.612e-06, eta: 3 days, 2:32:04, time: 1.509, data_time: 0.046, memory: 29633, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1546, s0.acc: 94.6787, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2320, s1.loss_cls: 0.0729, s1.acc: 94.8000, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1141, s2.loss_cls: 0.0367, s2.acc: 94.6468, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0540, loss: 1.0765 2024-04-02 16:01:45,063 - mmdet - INFO - Epoch [12][5900/7330] lr: 4.612e-06, eta: 3 days, 2:30:45, time: 1.475, data_time: 0.047, memory: 29633, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1621, s0.acc: 94.4275, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2294, s1.loss_cls: 0.0796, s1.acc: 94.3908, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1128, s2.loss_cls: 0.0398, s2.acc: 94.2503, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0530, loss: 1.0981 2024-04-02 16:03:04,400 - mmdet - INFO - Epoch [12][5950/7330] lr: 4.612e-06, eta: 3 days, 2:29:37, time: 1.587, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1664, s0.acc: 94.3120, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2303, s1.loss_cls: 0.0795, s1.acc: 94.4147, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1129, s2.loss_cls: 0.0393, s2.acc: 94.3133, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0532, loss: 1.1122 2024-04-02 16:04:19,074 - mmdet - INFO - Epoch [12][6000/7330] lr: 4.612e-06, eta: 3 days, 2:28:19, time: 1.493, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1697, s0.acc: 94.0532, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2286, s1.loss_cls: 0.0816, s1.acc: 94.1820, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1124, s2.loss_cls: 0.0407, s2.acc: 93.9150, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0531, loss: 1.1294 2024-04-02 16:05:36,129 - mmdet - INFO - Epoch [12][6050/7330] lr: 4.612e-06, eta: 3 days, 2:27:06, time: 1.541, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1737, s0.acc: 93.9517, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2306, s1.loss_cls: 0.0838, s1.acc: 93.9948, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1133, s2.loss_cls: 0.0417, s2.acc: 93.8471, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0531, loss: 1.1424 2024-04-02 16:06:50,101 - mmdet - INFO - Epoch [12][6100/7330] lr: 4.612e-06, eta: 3 days, 2:25:47, time: 1.479, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1717, s0.acc: 94.0667, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2300, s1.loss_cls: 0.0836, s1.acc: 94.1652, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1144, s2.loss_cls: 0.0418, s2.acc: 93.9107, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0540, loss: 1.1417 2024-04-02 16:08:10,527 - mmdet - INFO - Epoch [12][6150/7330] lr: 4.612e-06, eta: 3 days, 2:24:41, time: 1.608, data_time: 0.068, memory: 29633, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1780, s0.acc: 93.8247, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2380, s1.loss_cls: 0.0849, s1.acc: 94.0302, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1156, s2.loss_cls: 0.0418, s2.acc: 93.9306, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0542, loss: 1.1717 2024-04-02 16:09:27,087 - mmdet - INFO - Epoch [12][6200/7330] lr: 4.612e-06, eta: 3 days, 2:23:28, time: 1.531, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1745, s0.acc: 94.1240, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2282, s1.loss_cls: 0.0827, s1.acc: 94.2822, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1114, s2.loss_cls: 0.0405, s2.acc: 94.1968, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0523, loss: 1.1254 2024-04-02 16:10:43,101 - mmdet - INFO - Epoch [12][6250/7330] lr: 4.612e-06, eta: 3 days, 2:22:13, time: 1.520, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1683, s0.acc: 94.0603, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2347, s1.loss_cls: 0.0812, s1.acc: 94.1388, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1152, s2.loss_cls: 0.0407, s2.acc: 93.9403, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0538, loss: 1.1403 2024-04-02 16:12:02,538 - mmdet - INFO - Epoch [12][6300/7330] lr: 4.612e-06, eta: 3 days, 2:21:05, time: 1.589, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1657, s0.acc: 94.2397, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2317, s1.loss_cls: 0.0789, s1.acc: 94.3672, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1146, s2.loss_cls: 0.0393, s2.acc: 94.2099, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0539, loss: 1.1267 2024-04-02 16:13:17,536 - mmdet - INFO - Epoch [12][6350/7330] lr: 4.612e-06, eta: 3 days, 2:19:48, time: 1.500, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1709, s0.acc: 94.1570, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2314, s1.loss_cls: 0.0824, s1.acc: 94.2574, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1131, s2.loss_cls: 0.0408, s2.acc: 94.1795, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0530, loss: 1.1344 2024-04-02 16:14:36,993 - mmdet - INFO - Epoch [12][6400/7330] lr: 4.612e-06, eta: 3 days, 2:18:40, time: 1.589, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1749, s0.acc: 93.9971, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2356, s1.loss_cls: 0.0848, s1.acc: 94.1022, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1163, s2.loss_cls: 0.0424, s2.acc: 93.8500, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0547, loss: 1.1676 2024-04-02 16:15:53,357 - mmdet - INFO - Epoch [12][6450/7330] lr: 4.612e-06, eta: 3 days, 2:17:26, time: 1.527, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1631, s0.acc: 94.2644, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2323, s1.loss_cls: 0.0788, s1.acc: 94.2973, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1131, s2.loss_cls: 0.0389, s2.acc: 94.1603, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0528, loss: 1.1187 2024-04-02 16:17:12,433 - mmdet - INFO - Epoch [12][6500/7330] lr: 4.612e-06, eta: 3 days, 2:16:17, time: 1.582, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1607, s0.acc: 94.3452, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2284, s1.loss_cls: 0.0775, s1.acc: 94.4538, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1131, s2.loss_cls: 0.0387, s2.acc: 94.2986, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0536, loss: 1.1025 2024-04-02 16:18:30,716 - mmdet - INFO - Epoch [12][6550/7330] lr: 4.612e-06, eta: 3 days, 2:15:07, time: 1.566, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1701, s0.acc: 94.1321, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2314, s1.loss_cls: 0.0820, s1.acc: 94.1417, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1131, s2.loss_cls: 0.0407, s2.acc: 94.0100, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0533, loss: 1.1323 2024-04-02 16:19:48,068 - mmdet - INFO - Epoch [12][6600/7330] lr: 4.612e-06, eta: 3 days, 2:13:55, time: 1.547, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1665, s0.acc: 94.2891, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2271, s1.loss_cls: 0.0797, s1.acc: 94.4516, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1117, s2.loss_cls: 0.0406, s2.acc: 94.1842, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0524, loss: 1.1087 2024-04-02 16:21:04,576 - mmdet - INFO - Epoch [12][6650/7330] lr: 4.612e-06, eta: 3 days, 2:12:41, time: 1.530, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1715, s0.acc: 94.0598, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2344, s1.loss_cls: 0.0824, s1.acc: 94.1829, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1147, s2.loss_cls: 0.0412, s2.acc: 94.0413, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0538, loss: 1.1445 2024-04-02 16:22:22,594 - mmdet - INFO - Epoch [12][6700/7330] lr: 4.612e-06, eta: 3 days, 2:11:30, time: 1.560, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1730, s0.acc: 94.0942, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2361, s1.loss_cls: 0.0833, s1.acc: 94.2342, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1157, s2.loss_cls: 0.0412, s2.acc: 94.1157, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0541, loss: 1.1488 2024-04-02 16:23:36,331 - mmdet - INFO - Epoch [12][6750/7330] lr: 4.612e-06, eta: 3 days, 2:10:11, time: 1.475, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1666, s0.acc: 94.1694, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2299, s1.loss_cls: 0.0806, s1.acc: 94.2614, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1137, s2.loss_cls: 0.0401, s2.acc: 94.0235, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0533, loss: 1.1225 2024-04-02 16:24:53,366 - mmdet - INFO - Epoch [12][6800/7330] lr: 4.612e-06, eta: 3 days, 2:08:58, time: 1.541, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1681, s0.acc: 94.2812, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2349, s1.loss_cls: 0.0808, s1.acc: 94.3397, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1150, s2.loss_cls: 0.0400, s2.acc: 94.1962, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0535, loss: 1.1252 2024-04-02 16:26:09,425 - mmdet - INFO - Epoch [12][6850/7330] lr: 4.612e-06, eta: 3 days, 2:07:43, time: 1.521, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1686, s0.acc: 94.1611, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2314, s1.loss_cls: 0.0810, s1.acc: 94.3434, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1134, s2.loss_cls: 0.0399, s2.acc: 94.2082, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0532, loss: 1.1273 2024-04-02 16:27:24,047 - mmdet - INFO - Epoch [12][6900/7330] lr: 4.612e-06, eta: 3 days, 2:06:25, time: 1.492, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1695, s0.acc: 94.1082, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2311, s1.loss_cls: 0.0807, s1.acc: 94.1883, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1127, s2.loss_cls: 0.0400, s2.acc: 94.1914, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0529, loss: 1.1363 2024-04-02 16:28:40,960 - mmdet - INFO - Epoch [12][6950/7330] lr: 4.612e-06, eta: 3 days, 2:05:12, time: 1.538, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1755, s0.acc: 93.9375, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2332, s1.loss_cls: 0.0857, s1.acc: 94.0085, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1140, s2.loss_cls: 0.0424, s2.acc: 93.8032, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0533, loss: 1.1543 2024-04-02 16:29:56,989 - mmdet - INFO - Epoch [12][7000/7330] lr: 4.612e-06, eta: 3 days, 2:03:57, time: 1.521, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1624, s0.acc: 94.4399, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2326, s1.loss_cls: 0.0790, s1.acc: 94.4354, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1144, s2.loss_cls: 0.0393, s2.acc: 94.2104, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0540, loss: 1.1064 2024-04-02 16:31:13,764 - mmdet - INFO - Epoch [12][7050/7330] lr: 4.612e-06, eta: 3 days, 2:02:44, time: 1.535, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1705, s0.acc: 94.0852, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2282, s1.loss_cls: 0.0816, s1.acc: 94.2250, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1124, s2.loss_cls: 0.0407, s2.acc: 94.0604, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0529, loss: 1.1326 2024-04-02 16:32:29,117 - mmdet - INFO - Epoch [12][7100/7330] lr: 4.612e-06, eta: 3 days, 2:01:28, time: 1.507, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1601, s0.acc: 94.4224, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2213, s1.loss_cls: 0.0786, s1.acc: 94.4045, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1094, s2.loss_cls: 0.0393, s2.acc: 94.1782, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0518, loss: 1.0838 2024-04-02 16:33:43,219 - mmdet - INFO - Epoch [12][7150/7330] lr: 4.612e-06, eta: 3 days, 2:00:09, time: 1.482, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1621, s0.acc: 94.3940, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2237, s1.loss_cls: 0.0786, s1.acc: 94.4341, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1106, s2.loss_cls: 0.0396, s2.acc: 94.3121, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0523, loss: 1.0933 2024-04-02 16:34:55,712 - mmdet - INFO - Epoch [12][7200/7330] lr: 4.612e-06, eta: 3 days, 1:58:47, time: 1.450, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1629, s0.acc: 94.3186, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2275, s1.loss_cls: 0.0796, s1.acc: 94.3563, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1115, s2.loss_cls: 0.0397, s2.acc: 94.2747, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0526, loss: 1.0986 2024-04-02 16:36:12,349 - mmdet - INFO - Epoch [12][7250/7330] lr: 4.612e-06, eta: 3 days, 1:57:34, time: 1.533, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1649, s0.acc: 94.3845, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2295, s1.loss_cls: 0.0795, s1.acc: 94.4137, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1132, s2.loss_cls: 0.0402, s2.acc: 94.1662, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0532, loss: 1.1121 2024-04-02 16:37:31,307 - mmdet - INFO - Epoch [12][7300/7330] lr: 4.612e-06, eta: 3 days, 1:56:25, time: 1.579, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1694, s0.acc: 94.1724, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2373, s1.loss_cls: 0.0821, s1.acc: 94.1317, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1167, s2.loss_cls: 0.0412, s2.acc: 93.9979, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0546, loss: 1.1425 2024-04-02 16:38:16,185 - mmdet - INFO - Saving checkpoint at 12 epochs 2024-04-02 16:46:16,128 - mmdet - INFO - Evaluating bbox... 2024-04-02 16:47:02,181 - 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 ] = 0.678 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.536 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.324 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.537 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 ] = 0.632 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 ] = 0.461 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 ] = 0.762 2024-04-02 16:47:02,181 - mmdet - INFO - Evaluating segm... 2024-04-02 16:47:49,405 - 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 ] = 0.656 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.464 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.227 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.470 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 ] = 0.554 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 ] = 0.597 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.697 2024-04-02 16:47:50,067 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-02 16:47:50,069 - mmdet - INFO - Epoch(val) [12][1250] bbox_mAP: 0.4940, bbox_mAP_50: 0.6780, bbox_mAP_75: 0.5360, bbox_mAP_s: 0.3240, bbox_mAP_m: 0.5370, bbox_mAP_l: 0.6260, bbox_mAP_copypaste: 0.494 0.678 0.536 0.324 0.537 0.626, segm_mAP: 0.4290, segm_mAP_50: 0.6560, segm_mAP_75: 0.4640, segm_mAP_s: 0.2270, segm_mAP_m: 0.4700, segm_mAP_l: 0.5970, segm_mAP_copypaste: 0.429 0.656 0.464 0.227 0.470 0.597 2024-04-02 16:49:09,053 - mmdet - INFO - Epoch [13][50/7330] lr: 4.612e-06, eta: 3 days, 1:52:59, time: 1.579, data_time: 0.108, memory: 29633, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1648, s0.acc: 94.2537, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2269, s1.loss_cls: 0.0799, s1.acc: 94.3994, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1122, s2.loss_cls: 0.0400, s2.acc: 94.1998, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0532, loss: 1.1098 2024-04-02 16:50:22,683 - mmdet - INFO - Epoch [13][100/7330] lr: 4.612e-06, eta: 3 days, 1:51:40, time: 1.473, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1651, s0.acc: 94.1921, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2361, s1.loss_cls: 0.0793, s1.acc: 94.1945, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1149, s2.loss_cls: 0.0404, s2.acc: 94.0115, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0538, loss: 1.1369 2024-04-02 16:51:38,779 - mmdet - INFO - Epoch [13][150/7330] lr: 4.612e-06, eta: 3 days, 1:50:25, time: 1.522, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1580, s0.acc: 94.5479, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2268, s1.loss_cls: 0.0757, s1.acc: 94.6363, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1124, s2.loss_cls: 0.0376, s2.acc: 94.5078, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0529, loss: 1.0811 2024-04-02 16:52:55,967 - mmdet - INFO - Epoch [13][200/7330] lr: 4.612e-06, eta: 3 days, 1:49:13, time: 1.544, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1614, s0.acc: 94.3291, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2276, s1.loss_cls: 0.0776, s1.acc: 94.3355, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1118, s2.loss_cls: 0.0388, s2.acc: 94.2709, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0525, loss: 1.1017 2024-04-02 16:54:08,813 - mmdet - INFO - Epoch [13][250/7330] lr: 4.612e-06, eta: 3 days, 1:47:52, time: 1.456, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1672, s0.acc: 94.2009, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2277, s1.loss_cls: 0.0800, s1.acc: 94.3344, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1107, s2.loss_cls: 0.0400, s2.acc: 94.1552, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0519, loss: 1.1138 2024-04-02 16:55:20,626 - mmdet - INFO - Epoch [13][300/7330] lr: 4.612e-06, eta: 3 days, 1:46:28, time: 1.437, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1624, s0.acc: 94.2939, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2311, s1.loss_cls: 0.0772, s1.acc: 94.4700, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1134, s2.loss_cls: 0.0383, s2.acc: 94.2991, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0532, loss: 1.1095 2024-04-02 16:56:35,954 - mmdet - INFO - Epoch [13][350/7330] lr: 4.612e-06, eta: 3 days, 1:45:12, time: 1.507, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1535, s0.acc: 94.5769, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2226, s1.loss_cls: 0.0736, s1.acc: 94.7172, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1099, s2.loss_cls: 0.0370, s2.acc: 94.5072, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0517, loss: 1.0706 2024-04-02 16:57:48,445 - mmdet - INFO - Epoch [13][400/7330] lr: 4.612e-06, eta: 3 days, 1:43:50, time: 1.450, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1609, s0.acc: 94.3909, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2255, s1.loss_cls: 0.0769, s1.acc: 94.5303, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1111, s2.loss_cls: 0.0387, s2.acc: 94.3526, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0522, loss: 1.0931 2024-04-02 16:59:02,284 - mmdet - INFO - Epoch [13][450/7330] lr: 4.612e-06, eta: 3 days, 1:42:31, time: 1.477, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1629, s0.acc: 94.3357, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2237, s1.loss_cls: 0.0785, s1.acc: 94.3562, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1104, s2.loss_cls: 0.0391, s2.acc: 94.2675, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0520, loss: 1.0927 2024-04-02 17:00:20,867 - mmdet - INFO - Epoch [13][500/7330] lr: 4.612e-06, eta: 3 days, 1:41:22, time: 1.572, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1690, s0.acc: 94.1821, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2261, s1.loss_cls: 0.0812, s1.acc: 94.2805, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1115, s2.loss_cls: 0.0411, s2.acc: 94.0192, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0524, loss: 1.1200 2024-04-02 17:01:37,133 - mmdet - INFO - Epoch [13][550/7330] lr: 4.612e-06, eta: 3 days, 1:40:07, time: 1.525, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1759, s0.acc: 93.7634, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2384, s1.loss_cls: 0.0854, s1.acc: 93.7898, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1163, s2.loss_cls: 0.0422, s2.acc: 93.7486, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0544, loss: 1.1785 2024-04-02 17:02:54,995 - mmdet - INFO - Epoch [13][600/7330] lr: 4.612e-06, eta: 3 days, 1:38:56, time: 1.557, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1737, s0.acc: 94.0310, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2301, s1.loss_cls: 0.0843, s1.acc: 94.0655, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1127, s2.loss_cls: 0.0418, s2.acc: 93.9640, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0531, loss: 1.1370 2024-04-02 17:04:13,350 - mmdet - INFO - Epoch [13][650/7330] lr: 4.612e-06, eta: 3 days, 1:37:46, time: 1.568, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1683, s0.acc: 94.1711, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2275, s1.loss_cls: 0.0816, s1.acc: 94.2454, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1125, s2.loss_cls: 0.0409, s2.acc: 94.0912, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0529, loss: 1.1153 2024-04-02 17:05:27,825 - mmdet - INFO - Epoch [13][700/7330] lr: 4.612e-06, eta: 3 days, 1:36:28, time: 1.489, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1678, s0.acc: 94.1646, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2354, s1.loss_cls: 0.0807, s1.acc: 94.3302, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1161, s2.loss_cls: 0.0405, s2.acc: 94.0697, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0547, loss: 1.1380 2024-04-02 17:06:40,099 - mmdet - INFO - Epoch [13][750/7330] lr: 4.612e-06, eta: 3 days, 1:35:06, time: 1.445, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1560, s0.acc: 94.6511, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2286, s1.loss_cls: 0.0755, s1.acc: 94.7218, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1122, s2.loss_cls: 0.0372, s2.acc: 94.6547, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0529, loss: 1.0709 2024-04-02 17:07:57,689 - mmdet - INFO - Epoch [13][800/7330] lr: 4.612e-06, eta: 3 days, 1:33:54, time: 1.552, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1642, s0.acc: 94.2122, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2336, s1.loss_cls: 0.0792, s1.acc: 94.3308, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1144, s2.loss_cls: 0.0399, s2.acc: 94.1208, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0536, loss: 1.1295 2024-04-02 17:09:16,020 - mmdet - INFO - Epoch [13][850/7330] lr: 4.612e-06, eta: 3 days, 1:32:44, time: 1.567, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1682, s0.acc: 94.1877, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2279, s1.loss_cls: 0.0809, s1.acc: 94.3211, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1127, s2.loss_cls: 0.0406, s2.acc: 94.1175, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0528, loss: 1.1168 2024-04-02 17:10:30,048 - mmdet - INFO - Epoch [13][900/7330] lr: 4.612e-06, eta: 3 days, 1:31:25, time: 1.480, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1553, s0.acc: 94.5750, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2235, s1.loss_cls: 0.0743, s1.acc: 94.6250, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1105, s2.loss_cls: 0.0372, s2.acc: 94.5123, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0520, loss: 1.0653 2024-04-02 17:11:47,466 - mmdet - INFO - Epoch [13][950/7330] lr: 4.612e-06, eta: 3 days, 1:30:13, time: 1.548, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1655, s0.acc: 94.1384, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2341, s1.loss_cls: 0.0797, s1.acc: 94.1870, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1158, s2.loss_cls: 0.0401, s2.acc: 94.0228, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0547, loss: 1.1355 2024-04-02 17:13:06,213 - mmdet - INFO - Epoch [13][1000/7330] lr: 4.612e-06, eta: 3 days, 1:29:03, time: 1.575, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1678, s0.acc: 94.0964, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2309, s1.loss_cls: 0.0795, s1.acc: 94.2005, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1138, s2.loss_cls: 0.0400, s2.acc: 93.9963, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0533, loss: 1.1377 2024-04-02 17:14:25,599 - mmdet - INFO - Epoch [13][1050/7330] lr: 4.612e-06, eta: 3 days, 1:27:55, time: 1.588, data_time: 0.065, memory: 29633, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1612, s0.acc: 94.3650, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2274, s1.loss_cls: 0.0770, s1.acc: 94.4831, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1120, s2.loss_cls: 0.0388, s2.acc: 94.2520, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0530, loss: 1.0956 2024-04-02 17:15:43,658 - mmdet - INFO - Epoch [13][1100/7330] lr: 4.612e-06, eta: 3 days, 1:26:44, time: 1.561, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1615, s0.acc: 94.4211, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2268, s1.loss_cls: 0.0765, s1.acc: 94.6485, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1114, s2.loss_cls: 0.0377, s2.acc: 94.4845, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0522, loss: 1.1013 2024-04-02 17:16:56,648 - mmdet - INFO - Epoch [13][1150/7330] lr: 4.612e-06, eta: 3 days, 1:25:24, time: 1.460, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1639, s0.acc: 94.3174, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2344, s1.loss_cls: 0.0784, s1.acc: 94.4038, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1137, s2.loss_cls: 0.0387, s2.acc: 94.3377, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0534, loss: 1.1116 2024-04-02 17:18:10,072 - mmdet - INFO - Epoch [13][1200/7330] lr: 4.612e-06, eta: 3 days, 1:24:04, time: 1.469, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1649, s0.acc: 94.3042, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2307, s1.loss_cls: 0.0785, s1.acc: 94.5618, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1128, s2.loss_cls: 0.0393, s2.acc: 94.3712, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0528, loss: 1.1060 2024-04-02 17:19:25,400 - mmdet - INFO - Epoch [13][1250/7330] lr: 4.612e-06, eta: 3 days, 1:22:48, time: 1.507, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1632, s0.acc: 94.3132, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2313, s1.loss_cls: 0.0779, s1.acc: 94.4797, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1131, s2.loss_cls: 0.0388, s2.acc: 94.4366, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0534, loss: 1.1105 2024-04-02 17:20:41,983 - mmdet - INFO - Epoch [13][1300/7330] lr: 4.612e-06, eta: 3 days, 1:21:34, time: 1.532, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1701, s0.acc: 94.1670, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2329, s1.loss_cls: 0.0813, s1.acc: 94.3034, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1140, s2.loss_cls: 0.0411, s2.acc: 94.1088, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0536, loss: 1.1278 2024-04-02 17:21:53,408 - mmdet - INFO - Epoch [13][1350/7330] lr: 4.612e-06, eta: 3 days, 1:20:10, time: 1.428, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1649, s0.acc: 94.2053, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2277, s1.loss_cls: 0.0792, s1.acc: 94.3162, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1113, s2.loss_cls: 0.0392, s2.acc: 94.2735, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0523, loss: 1.1162 2024-04-02 17:23:11,278 - mmdet - INFO - Epoch [13][1400/7330] lr: 4.612e-06, eta: 3 days, 1:18:59, time: 1.557, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1610, s0.acc: 94.5002, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2242, s1.loss_cls: 0.0770, s1.acc: 94.5986, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1098, s2.loss_cls: 0.0378, s2.acc: 94.6013, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0518, loss: 1.0791 2024-04-02 17:24:29,996 - mmdet - INFO - Epoch [13][1450/7330] lr: 4.612e-06, eta: 3 days, 1:17:49, time: 1.574, data_time: 0.063, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1659, s0.acc: 94.3733, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2219, s1.loss_cls: 0.0793, s1.acc: 94.4216, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1091, s2.loss_cls: 0.0393, s2.acc: 94.3581, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0512, loss: 1.0950 2024-04-02 17:25:46,469 - mmdet - INFO - Epoch [13][1500/7330] lr: 4.612e-06, eta: 3 days, 1:16:35, time: 1.529, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1648, s0.acc: 94.1938, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2218, s1.loss_cls: 0.0784, s1.acc: 94.4287, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1099, s2.loss_cls: 0.0391, s2.acc: 94.1701, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0518, loss: 1.1009 2024-04-02 17:27:03,546 - mmdet - INFO - Epoch [13][1550/7330] lr: 4.612e-06, eta: 3 days, 1:15:22, time: 1.542, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1678, s0.acc: 94.1733, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2260, s1.loss_cls: 0.0793, s1.acc: 94.3502, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1114, s2.loss_cls: 0.0395, s2.acc: 94.2039, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0523, loss: 1.1111 2024-04-02 17:28:22,269 - mmdet - INFO - Epoch [13][1600/7330] lr: 4.612e-06, eta: 3 days, 1:14:13, time: 1.574, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1620, s0.acc: 94.5535, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2260, s1.loss_cls: 0.0757, s1.acc: 94.7519, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1120, s2.loss_cls: 0.0380, s2.acc: 94.6242, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0527, loss: 1.0937 2024-04-02 17:29:36,301 - mmdet - INFO - Epoch [13][1650/7330] lr: 4.612e-06, eta: 3 days, 1:12:54, time: 1.481, data_time: 0.067, memory: 29633, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1680, s0.acc: 94.1228, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2296, s1.loss_cls: 0.0796, s1.acc: 94.3121, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1126, s2.loss_cls: 0.0398, s2.acc: 94.1082, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0534, loss: 1.1375 2024-04-02 17:30:52,747 - mmdet - INFO - Epoch [13][1700/7330] lr: 4.612e-06, eta: 3 days, 1:11:40, time: 1.529, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1664, s0.acc: 94.1982, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2249, s1.loss_cls: 0.0804, s1.acc: 94.2625, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1098, s2.loss_cls: 0.0395, s2.acc: 94.1802, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0519, loss: 1.0958 2024-04-02 17:32:06,910 - mmdet - INFO - Epoch [13][1750/7330] lr: 4.612e-06, eta: 3 days, 1:10:22, time: 1.483, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1663, s0.acc: 94.3140, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2299, s1.loss_cls: 0.0790, s1.acc: 94.4634, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1114, s2.loss_cls: 0.0393, s2.acc: 94.3532, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0525, loss: 1.1003 2024-04-02 17:33:25,095 - mmdet - INFO - Epoch [13][1800/7330] lr: 4.612e-06, eta: 3 days, 1:09:11, time: 1.564, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1622, s0.acc: 94.3052, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2319, s1.loss_cls: 0.0789, s1.acc: 94.3004, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1140, s2.loss_cls: 0.0393, s2.acc: 94.1778, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0537, loss: 1.0997 2024-04-02 17:34:38,645 - mmdet - INFO - Epoch [13][1850/7330] lr: 4.612e-06, eta: 3 days, 1:07:51, time: 1.471, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1740, s0.acc: 93.8894, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2325, s1.loss_cls: 0.0844, s1.acc: 93.9145, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1135, s2.loss_cls: 0.0427, s2.acc: 93.6555, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0530, loss: 1.1492 2024-04-02 17:35:54,463 - mmdet - INFO - Epoch [13][1900/7330] lr: 4.612e-06, eta: 3 days, 1:06:36, time: 1.516, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1725, s0.acc: 94.0713, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2332, s1.loss_cls: 0.0823, s1.acc: 94.1504, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1146, s2.loss_cls: 0.0413, s2.acc: 93.8849, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0538, loss: 1.1521 2024-04-02 17:37:08,770 - mmdet - INFO - Epoch [13][1950/7330] lr: 4.612e-06, eta: 3 days, 1:05:18, time: 1.486, data_time: 0.044, memory: 29633, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1663, s0.acc: 94.2263, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2308, s1.loss_cls: 0.0812, s1.acc: 94.2764, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1132, s2.loss_cls: 0.0404, s2.acc: 94.1321, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0535, loss: 1.1290 2024-04-02 17:38:27,553 - mmdet - INFO - Epoch [13][2000/7330] lr: 4.612e-06, eta: 3 days, 1:04:08, time: 1.576, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1628, s0.acc: 94.2356, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2342, s1.loss_cls: 0.0774, s1.acc: 94.3616, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1141, s2.loss_cls: 0.0387, s2.acc: 94.2374, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0530, loss: 1.1280 2024-04-02 17:39:44,364 - mmdet - INFO - Epoch [13][2050/7330] lr: 4.612e-06, eta: 3 days, 1:02:55, time: 1.537, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1687, s0.acc: 94.1384, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2305, s1.loss_cls: 0.0812, s1.acc: 94.2228, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1125, s2.loss_cls: 0.0398, s2.acc: 94.1007, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0523, loss: 1.1159 2024-04-02 17:40:58,560 - mmdet - INFO - Epoch [13][2100/7330] lr: 4.612e-06, eta: 3 days, 1:01:37, time: 1.484, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1641, s0.acc: 94.4712, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2282, s1.loss_cls: 0.0779, s1.acc: 94.6303, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1116, s2.loss_cls: 0.0385, s2.acc: 94.6217, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0524, loss: 1.1115 2024-04-02 17:42:12,005 - mmdet - INFO - Epoch [13][2150/7330] lr: 4.612e-06, eta: 3 days, 1:00:17, time: 1.469, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1551, s0.acc: 94.6116, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2251, s1.loss_cls: 0.0741, s1.acc: 94.7636, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1115, s2.loss_cls: 0.0379, s2.acc: 94.5366, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0525, loss: 1.0844 2024-04-02 17:43:26,279 - mmdet - INFO - Epoch [13][2200/7330] lr: 4.612e-06, eta: 3 days, 0:58:59, time: 1.485, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1702, s0.acc: 94.1045, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2297, s1.loss_cls: 0.0813, s1.acc: 94.1659, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1127, s2.loss_cls: 0.0404, s2.acc: 94.1095, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0530, loss: 1.1413 2024-04-02 17:44:40,090 - mmdet - INFO - Epoch [13][2250/7330] lr: 4.612e-06, eta: 3 days, 0:57:39, time: 1.476, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1615, s0.acc: 94.3645, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2235, s1.loss_cls: 0.0792, s1.acc: 94.3316, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1106, s2.loss_cls: 0.0405, s2.acc: 94.0084, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0519, loss: 1.0937 2024-04-02 17:45:57,253 - mmdet - INFO - Epoch [13][2300/7330] lr: 4.612e-06, eta: 3 days, 0:56:27, time: 1.544, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1740, s0.acc: 93.9355, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2335, s1.loss_cls: 0.0839, s1.acc: 94.0350, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1137, s2.loss_cls: 0.0420, s2.acc: 93.8747, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0531, loss: 1.1498 2024-04-02 17:47:13,652 - mmdet - INFO - Epoch [13][2350/7330] lr: 4.612e-06, eta: 3 days, 0:55:13, time: 1.528, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1689, s0.acc: 94.1787, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2252, s1.loss_cls: 0.0815, s1.acc: 94.2267, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1105, s2.loss_cls: 0.0408, s2.acc: 93.9828, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0523, loss: 1.1134 2024-04-02 17:48:26,705 - mmdet - INFO - Epoch [13][2400/7330] lr: 4.612e-06, eta: 3 days, 0:53:52, time: 1.461, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1671, s0.acc: 94.2051, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2240, s1.loss_cls: 0.0803, s1.acc: 94.3095, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1095, s2.loss_cls: 0.0404, s2.acc: 94.1182, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0515, loss: 1.1113 2024-04-02 17:49:41,740 - mmdet - INFO - Epoch [13][2450/7330] lr: 4.612e-06, eta: 3 days, 0:52:35, time: 1.501, data_time: 0.064, memory: 29633, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1578, s0.acc: 94.5969, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2315, s1.loss_cls: 0.0775, s1.acc: 94.5304, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1150, s2.loss_cls: 0.0393, s2.acc: 94.3592, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0544, loss: 1.0942 2024-04-02 17:50:55,398 - mmdet - INFO - Epoch [13][2500/7330] lr: 4.612e-06, eta: 3 days, 0:51:16, time: 1.473, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1624, s0.acc: 94.3667, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2311, s1.loss_cls: 0.0783, s1.acc: 94.4249, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1142, s2.loss_cls: 0.0393, s2.acc: 94.3055, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0539, loss: 1.1036 2024-04-02 17:52:10,017 - mmdet - INFO - Epoch [13][2550/7330] lr: 4.612e-06, eta: 3 days, 0:49:59, time: 1.492, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1750, s0.acc: 93.9641, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2266, s1.loss_cls: 0.0836, s1.acc: 94.0339, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1116, s2.loss_cls: 0.0410, s2.acc: 94.0952, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0528, loss: 1.1421 2024-04-02 17:53:19,849 - mmdet - INFO - Epoch [13][2600/7330] lr: 4.612e-06, eta: 3 days, 0:48:32, time: 1.397, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1712, s0.acc: 94.2341, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2290, s1.loss_cls: 0.0826, s1.acc: 94.3098, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1127, s2.loss_cls: 0.0406, s2.acc: 94.1419, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0525, loss: 1.1276 2024-04-02 17:54:33,059 - mmdet - INFO - Epoch [13][2650/7330] lr: 4.612e-06, eta: 3 days, 0:47:12, time: 1.464, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1557, s0.acc: 94.5374, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2295, s1.loss_cls: 0.0758, s1.acc: 94.5487, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1129, s2.loss_cls: 0.0380, s2.acc: 94.4373, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0536, loss: 1.0793 2024-04-02 17:55:48,440 - mmdet - INFO - Epoch [13][2700/7330] lr: 4.612e-06, eta: 3 days, 0:45:56, time: 1.508, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1779, s0.acc: 93.8909, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2323, s1.loss_cls: 0.0853, s1.acc: 94.0096, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1142, s2.loss_cls: 0.0424, s2.acc: 93.9212, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0534, loss: 1.1548 2024-04-02 17:57:02,704 - mmdet - INFO - Epoch [13][2750/7330] lr: 4.612e-06, eta: 3 days, 0:44:37, time: 1.485, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1674, s0.acc: 94.1289, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2249, s1.loss_cls: 0.0818, s1.acc: 94.1598, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1113, s2.loss_cls: 0.0408, s2.acc: 93.9630, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0524, loss: 1.1027 2024-04-02 17:58:16,468 - mmdet - INFO - Epoch [13][2800/7330] lr: 4.612e-06, eta: 3 days, 0:43:18, time: 1.475, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1532, s0.acc: 94.5964, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2244, s1.loss_cls: 0.0738, s1.acc: 94.6760, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1104, s2.loss_cls: 0.0370, s2.acc: 94.5427, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0520, loss: 1.0759 2024-04-02 17:59:28,521 - mmdet - INFO - Epoch [13][2850/7330] lr: 4.612e-06, eta: 3 days, 0:41:56, time: 1.441, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1703, s0.acc: 94.0828, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2323, s1.loss_cls: 0.0808, s1.acc: 94.2626, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1139, s2.loss_cls: 0.0401, s2.acc: 94.0756, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0534, loss: 1.1330 2024-04-02 18:00:44,993 - mmdet - INFO - Epoch [13][2900/7330] lr: 4.612e-06, eta: 3 days, 0:40:42, time: 1.529, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1618, s0.acc: 94.4253, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2280, s1.loss_cls: 0.0753, s1.acc: 94.6570, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1136, s2.loss_cls: 0.0376, s2.acc: 94.5707, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0540, loss: 1.1013 2024-04-02 18:01:57,861 - mmdet - INFO - Epoch [13][2950/7330] lr: 4.612e-06, eta: 3 days, 0:39:21, time: 1.457, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1650, s0.acc: 94.3042, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2256, s1.loss_cls: 0.0782, s1.acc: 94.5445, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1116, s2.loss_cls: 0.0392, s2.acc: 94.3962, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0527, loss: 1.1069 2024-04-02 18:03:13,056 - mmdet - INFO - Epoch [13][3000/7330] lr: 4.612e-06, eta: 3 days, 0:38:05, time: 1.504, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1565, s0.acc: 94.5977, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2279, s1.loss_cls: 0.0753, s1.acc: 94.6703, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1108, s2.loss_cls: 0.0376, s2.acc: 94.5098, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0523, loss: 1.0796 2024-04-02 18:04:28,704 - mmdet - INFO - Epoch [13][3050/7330] lr: 4.612e-06, eta: 3 days, 0:36:49, time: 1.513, data_time: 0.063, memory: 29633, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1668, s0.acc: 94.1699, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2264, s1.loss_cls: 0.0808, s1.acc: 94.2254, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1117, s2.loss_cls: 0.0399, s2.acc: 94.1106, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0526, loss: 1.1128 2024-04-02 18:05:44,820 - mmdet - INFO - Epoch [13][3100/7330] lr: 4.612e-06, eta: 3 days, 0:35:34, time: 1.522, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1689, s0.acc: 94.2324, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2276, s1.loss_cls: 0.0805, s1.acc: 94.3214, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1117, s2.loss_cls: 0.0398, s2.acc: 94.2780, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0517, loss: 1.1121 2024-04-02 18:06:59,242 - mmdet - INFO - Epoch [13][3150/7330] lr: 4.612e-06, eta: 3 days, 0:34:17, time: 1.488, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1626, s0.acc: 94.3286, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2243, s1.loss_cls: 0.0779, s1.acc: 94.4623, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1111, s2.loss_cls: 0.0387, s2.acc: 94.3833, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0523, loss: 1.0915 2024-04-02 18:08:12,910 - mmdet - INFO - Epoch [13][3200/7330] lr: 4.612e-06, eta: 3 days, 0:32:57, time: 1.473, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1764, s0.acc: 93.9907, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2356, s1.loss_cls: 0.0843, s1.acc: 94.1191, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1155, s2.loss_cls: 0.0412, s2.acc: 93.9755, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0546, loss: 1.1553 2024-04-02 18:09:27,577 - mmdet - INFO - Epoch [13][3250/7330] lr: 4.612e-06, eta: 3 days, 0:31:40, time: 1.493, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1613, s0.acc: 94.3279, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2260, s1.loss_cls: 0.0774, s1.acc: 94.4125, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1109, s2.loss_cls: 0.0386, s2.acc: 94.2645, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0526, loss: 1.0890 2024-04-02 18:10:39,817 - mmdet - INFO - Epoch [13][3300/7330] lr: 4.612e-06, eta: 3 days, 0:30:18, time: 1.445, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1596, s0.acc: 94.4937, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2309, s1.loss_cls: 0.0756, s1.acc: 94.6867, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1125, s2.loss_cls: 0.0377, s2.acc: 94.4506, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0524, loss: 1.0930 2024-04-02 18:11:54,909 - mmdet - INFO - Epoch [13][3350/7330] lr: 4.612e-06, eta: 3 days, 0:29:01, time: 1.502, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1649, s0.acc: 94.2793, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2340, s1.loss_cls: 0.0789, s1.acc: 94.3839, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1142, s2.loss_cls: 0.0396, s2.acc: 94.1442, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0531, loss: 1.1146 2024-04-02 18:13:06,739 - mmdet - INFO - Epoch [13][3400/7330] lr: 4.612e-06, eta: 3 days, 0:27:39, time: 1.437, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1670, s0.acc: 94.2122, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2314, s1.loss_cls: 0.0805, s1.acc: 94.3198, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1141, s2.loss_cls: 0.0401, s2.acc: 94.1465, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0535, loss: 1.1231 2024-04-02 18:14:23,723 - mmdet - INFO - Epoch [13][3450/7330] lr: 4.612e-06, eta: 3 days, 0:26:26, time: 1.540, data_time: 0.064, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1664, s0.acc: 94.2581, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2309, s1.loss_cls: 0.0791, s1.acc: 94.4182, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1124, s2.loss_cls: 0.0393, s2.acc: 94.2793, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0525, loss: 1.1057 2024-04-02 18:15:38,965 - mmdet - INFO - Epoch [13][3500/7330] lr: 4.612e-06, eta: 3 days, 0:25:09, time: 1.505, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1620, s0.acc: 94.3296, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2303, s1.loss_cls: 0.0787, s1.acc: 94.3396, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1133, s2.loss_cls: 0.0390, s2.acc: 94.3239, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0528, loss: 1.1086 2024-04-02 18:16:55,867 - mmdet - INFO - Epoch [13][3550/7330] lr: 4.612e-06, eta: 3 days, 0:23:56, time: 1.538, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1684, s0.acc: 94.2324, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2311, s1.loss_cls: 0.0804, s1.acc: 94.3190, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1135, s2.loss_cls: 0.0403, s2.acc: 94.1494, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0532, loss: 1.1280 2024-04-02 18:18:09,917 - mmdet - INFO - Epoch [13][3600/7330] lr: 4.612e-06, eta: 3 days, 0:22:38, time: 1.481, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1601, s0.acc: 94.3894, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2311, s1.loss_cls: 0.0760, s1.acc: 94.4801, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1128, s2.loss_cls: 0.0380, s2.acc: 94.2270, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0530, loss: 1.1006 2024-04-02 18:19:23,705 - mmdet - INFO - Epoch [13][3650/7330] lr: 4.612e-06, eta: 3 days, 0:21:19, time: 1.476, data_time: 0.066, memory: 29633, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1637, s0.acc: 94.5117, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2264, s1.loss_cls: 0.0779, s1.acc: 94.5610, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1114, s2.loss_cls: 0.0389, s2.acc: 94.3719, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0526, loss: 1.1034 2024-04-02 18:20:37,482 - mmdet - INFO - Epoch [13][3700/7330] lr: 4.612e-06, eta: 3 days, 0:20:00, time: 1.476, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1681, s0.acc: 94.2119, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2328, s1.loss_cls: 0.0807, s1.acc: 94.3051, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1140, s2.loss_cls: 0.0396, s2.acc: 94.3002, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0536, loss: 1.1255 2024-04-02 18:21:49,458 - mmdet - INFO - Epoch [13][3750/7330] lr: 4.612e-06, eta: 3 days, 0:18:37, time: 1.439, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1649, s0.acc: 94.3792, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2247, s1.loss_cls: 0.0773, s1.acc: 94.5846, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1096, s2.loss_cls: 0.0382, s2.acc: 94.4645, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0516, loss: 1.0953 2024-04-02 18:23:03,938 - mmdet - INFO - Epoch [13][3800/7330] lr: 4.612e-06, eta: 3 days, 0:17:19, time: 1.489, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1626, s0.acc: 94.3706, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2298, s1.loss_cls: 0.0774, s1.acc: 94.5213, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1122, s2.loss_cls: 0.0387, s2.acc: 94.3284, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0524, loss: 1.1033 2024-04-02 18:24:21,543 - mmdet - INFO - Epoch [13][3850/7330] lr: 4.612e-06, eta: 3 days, 0:16:08, time: 1.553, data_time: 0.063, memory: 29633, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1765, s0.acc: 93.9360, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2316, s1.loss_cls: 0.0840, s1.acc: 94.0336, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1130, s2.loss_cls: 0.0418, s2.acc: 93.8432, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0530, loss: 1.1485 2024-04-02 18:25:38,042 - mmdet - INFO - Epoch [13][3900/7330] lr: 4.612e-06, eta: 3 days, 0:14:54, time: 1.530, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1655, s0.acc: 94.1472, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2316, s1.loss_cls: 0.0789, s1.acc: 94.2131, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1133, s2.loss_cls: 0.0394, s2.acc: 94.1436, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0529, loss: 1.1225 2024-04-02 18:26:50,273 - mmdet - INFO - Epoch [13][3950/7330] lr: 4.612e-06, eta: 3 days, 0:13:32, time: 1.445, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1546, s0.acc: 94.6733, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2301, s1.loss_cls: 0.0742, s1.acc: 94.7744, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1146, s2.loss_cls: 0.0364, s2.acc: 94.7339, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0542, loss: 1.0752 2024-04-02 18:28:05,273 - mmdet - INFO - Epoch [13][4000/7330] lr: 4.612e-06, eta: 3 days, 0:12:15, time: 1.500, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1644, s0.acc: 94.2800, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2270, s1.loss_cls: 0.0782, s1.acc: 94.3702, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1114, s2.loss_cls: 0.0389, s2.acc: 94.2829, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0527, loss: 1.1027 2024-04-02 18:29:21,616 - mmdet - INFO - Epoch [13][4050/7330] lr: 4.612e-06, eta: 3 days, 0:11:01, time: 1.527, data_time: 0.064, memory: 29633, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1550, s0.acc: 94.6211, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2257, s1.loss_cls: 0.0742, s1.acc: 94.7634, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1115, s2.loss_cls: 0.0373, s2.acc: 94.5657, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0528, loss: 1.0794 2024-04-02 18:30:38,182 - mmdet - INFO - Epoch [13][4100/7330] lr: 4.612e-06, eta: 3 days, 0:09:47, time: 1.531, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1739, s0.acc: 93.9912, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2354, s1.loss_cls: 0.0830, s1.acc: 94.1668, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1149, s2.loss_cls: 0.0413, s2.acc: 93.9449, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0538, loss: 1.1466 2024-04-02 18:31:55,109 - mmdet - INFO - Epoch [13][4150/7330] lr: 4.612e-06, eta: 3 days, 0:08:34, time: 1.539, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1681, s0.acc: 94.1389, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2312, s1.loss_cls: 0.0799, s1.acc: 94.3146, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1130, s2.loss_cls: 0.0402, s2.acc: 94.0792, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0528, loss: 1.1338 2024-04-02 18:33:08,130 - mmdet - INFO - Epoch [13][4200/7330] lr: 4.612e-06, eta: 3 days, 0:07:14, time: 1.460, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1561, s0.acc: 94.6113, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2233, s1.loss_cls: 0.0743, s1.acc: 94.8054, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1103, s2.loss_cls: 0.0375, s2.acc: 94.5605, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0521, loss: 1.0676 2024-04-02 18:34:27,355 - mmdet - INFO - Epoch [13][4250/7330] lr: 4.612e-06, eta: 3 days, 0:06:05, time: 1.584, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1665, s0.acc: 94.3108, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2268, s1.loss_cls: 0.0791, s1.acc: 94.4103, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1113, s2.loss_cls: 0.0395, s2.acc: 94.3061, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0526, loss: 1.1024 2024-04-02 18:35:43,544 - mmdet - INFO - Epoch [13][4300/7330] lr: 4.612e-06, eta: 3 days, 0:04:50, time: 1.524, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1711, s0.acc: 94.0745, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2369, s1.loss_cls: 0.0823, s1.acc: 94.1954, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1170, s2.loss_cls: 0.0410, s2.acc: 93.9691, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0551, loss: 1.1506 2024-04-02 18:36:58,542 - mmdet - INFO - Epoch [13][4350/7330] lr: 4.612e-06, eta: 3 days, 0:03:34, time: 1.500, data_time: 0.063, memory: 29633, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1630, s0.acc: 94.3162, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2341, s1.loss_cls: 0.0796, s1.acc: 94.3071, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1146, s2.loss_cls: 0.0400, s2.acc: 94.1900, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0540, loss: 1.1230 2024-04-02 18:38:14,916 - mmdet - INFO - Epoch [13][4400/7330] lr: 4.612e-06, eta: 3 days, 0:02:19, time: 1.527, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1638, s0.acc: 94.2390, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2352, s1.loss_cls: 0.0798, s1.acc: 94.2730, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1155, s2.loss_cls: 0.0400, s2.acc: 94.1500, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0543, loss: 1.1214 2024-04-02 18:39:29,173 - mmdet - INFO - Epoch [13][4450/7330] lr: 4.612e-06, eta: 3 days, 0:01:01, time: 1.485, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1689, s0.acc: 94.1594, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2301, s1.loss_cls: 0.0802, s1.acc: 94.3548, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1119, s2.loss_cls: 0.0402, s2.acc: 94.1914, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0528, loss: 1.1325 2024-04-02 18:40:43,976 - mmdet - INFO - Epoch [13][4500/7330] lr: 4.612e-06, eta: 2 days, 23:59:44, time: 1.496, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1637, s0.acc: 94.3289, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2306, s1.loss_cls: 0.0784, s1.acc: 94.3932, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1128, s2.loss_cls: 0.0393, s2.acc: 94.2077, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0527, loss: 1.0994 2024-04-02 18:41:58,994 - mmdet - INFO - Epoch [13][4550/7330] lr: 4.612e-06, eta: 2 days, 23:58:28, time: 1.500, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1667, s0.acc: 94.2622, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2301, s1.loss_cls: 0.0804, s1.acc: 94.3797, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1126, s2.loss_cls: 0.0395, s2.acc: 94.2345, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0527, loss: 1.1168 2024-04-02 18:43:16,345 - mmdet - INFO - Epoch [13][4600/7330] lr: 4.612e-06, eta: 2 days, 23:57:15, time: 1.547, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1633, s0.acc: 94.2627, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2294, s1.loss_cls: 0.0786, s1.acc: 94.3595, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1125, s2.loss_cls: 0.0394, s2.acc: 94.2086, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0528, loss: 1.1022 2024-04-02 18:44:30,844 - mmdet - INFO - Epoch [13][4650/7330] lr: 4.612e-06, eta: 2 days, 23:55:58, time: 1.490, data_time: 0.063, memory: 29633, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1721, s0.acc: 94.0532, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2330, s1.loss_cls: 0.0830, s1.acc: 94.0932, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1148, s2.loss_cls: 0.0411, s2.acc: 93.9173, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0540, loss: 1.1442 2024-04-02 18:45:48,827 - mmdet - INFO - Epoch [13][4700/7330] lr: 4.612e-06, eta: 2 days, 23:54:46, time: 1.560, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1558, s0.acc: 94.6663, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2308, s1.loss_cls: 0.0737, s1.acc: 94.8400, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1123, s2.loss_cls: 0.0365, s2.acc: 94.7380, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0531, loss: 1.0785 2024-04-02 18:47:03,342 - mmdet - INFO - Epoch [13][4750/7330] lr: 4.612e-06, eta: 2 days, 23:53:29, time: 1.490, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1573, s0.acc: 94.4968, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2265, s1.loss_cls: 0.0751, s1.acc: 94.5760, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1116, s2.loss_cls: 0.0376, s2.acc: 94.4421, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0524, loss: 1.0889 2024-04-02 18:48:18,644 - mmdet - INFO - Epoch [13][4800/7330] lr: 4.612e-06, eta: 2 days, 23:52:13, time: 1.506, data_time: 0.047, memory: 29633, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1631, s0.acc: 94.3235, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2250, s1.loss_cls: 0.0786, s1.acc: 94.3948, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1105, s2.loss_cls: 0.0396, s2.acc: 94.1856, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0518, loss: 1.0929 2024-04-02 18:49:32,631 - mmdet - INFO - Epoch [13][4850/7330] lr: 4.612e-06, eta: 2 days, 23:50:54, time: 1.480, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1739, s0.acc: 94.0107, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2292, s1.loss_cls: 0.0844, s1.acc: 94.0955, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1133, s2.loss_cls: 0.0420, s2.acc: 93.8395, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0538, loss: 1.1396 2024-04-02 18:50:47,138 - mmdet - INFO - Epoch [13][4900/7330] lr: 4.612e-06, eta: 2 days, 23:49:36, time: 1.490, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1658, s0.acc: 94.2292, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2310, s1.loss_cls: 0.0818, s1.acc: 94.2452, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1125, s2.loss_cls: 0.0414, s2.acc: 93.9929, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0526, loss: 1.1172 2024-04-02 18:52:04,322 - mmdet - INFO - Epoch [13][4950/7330] lr: 4.612e-06, eta: 2 days, 23:48:24, time: 1.544, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1695, s0.acc: 94.1753, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2322, s1.loss_cls: 0.0825, s1.acc: 94.1633, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1147, s2.loss_cls: 0.0410, s2.acc: 94.0169, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0542, loss: 1.1251 2024-04-02 18:53:18,566 - mmdet - INFO - Epoch [13][5000/7330] lr: 4.612e-06, eta: 2 days, 23:47:06, time: 1.485, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1636, s0.acc: 94.3330, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2263, s1.loss_cls: 0.0779, s1.acc: 94.4817, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1118, s2.loss_cls: 0.0389, s2.acc: 94.2647, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0528, loss: 1.1065 2024-04-02 18:54:34,329 - mmdet - INFO - Epoch [13][5050/7330] lr: 4.612e-06, eta: 2 days, 23:45:50, time: 1.515, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1668, s0.acc: 94.1008, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2293, s1.loss_cls: 0.0807, s1.acc: 94.1150, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1141, s2.loss_cls: 0.0398, s2.acc: 94.0371, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0537, loss: 1.1229 2024-04-02 18:55:51,058 - mmdet - INFO - Epoch [13][5100/7330] lr: 4.612e-06, eta: 2 days, 23:44:37, time: 1.535, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1701, s0.acc: 94.0381, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2321, s1.loss_cls: 0.0813, s1.acc: 94.1734, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1134, s2.loss_cls: 0.0404, s2.acc: 94.0542, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0536, loss: 1.1383 2024-04-02 18:57:04,441 - mmdet - INFO - Epoch [13][5150/7330] lr: 4.612e-06, eta: 2 days, 23:43:17, time: 1.468, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1708, s0.acc: 94.0764, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2277, s1.loss_cls: 0.0822, s1.acc: 94.2608, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1111, s2.loss_cls: 0.0407, s2.acc: 94.1604, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0521, loss: 1.1342 2024-04-02 18:58:21,262 - mmdet - INFO - Epoch [13][5200/7330] lr: 4.612e-06, eta: 2 days, 23:42:04, time: 1.536, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1736, s0.acc: 93.9055, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2311, s1.loss_cls: 0.0834, s1.acc: 94.0890, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1132, s2.loss_cls: 0.0418, s2.acc: 93.8914, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0532, loss: 1.1492 2024-04-02 18:59:32,994 - mmdet - INFO - Epoch [13][5250/7330] lr: 4.612e-06, eta: 2 days, 23:40:41, time: 1.434, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1697, s0.acc: 94.1216, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2299, s1.loss_cls: 0.0818, s1.acc: 94.2302, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1122, s2.loss_cls: 0.0412, s2.acc: 93.9942, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0529, loss: 1.1327 2024-04-02 19:00:50,930 - mmdet - INFO - Epoch [13][5300/7330] lr: 4.612e-06, eta: 2 days, 23:39:30, time: 1.559, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1679, s0.acc: 94.2930, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2346, s1.loss_cls: 0.0808, s1.acc: 94.4201, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1159, s2.loss_cls: 0.0401, s2.acc: 94.2001, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0546, loss: 1.1333 2024-04-02 19:02:08,958 - mmdet - INFO - Epoch [13][5350/7330] lr: 4.612e-06, eta: 2 days, 23:38:19, time: 1.561, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1581, s0.acc: 94.5222, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2254, s1.loss_cls: 0.0756, s1.acc: 94.6274, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1116, s2.loss_cls: 0.0375, s2.acc: 94.5860, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0527, loss: 1.0814 2024-04-02 19:03:27,603 - mmdet - INFO - Epoch [13][5400/7330] lr: 4.612e-06, eta: 2 days, 23:37:09, time: 1.573, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1575, s0.acc: 94.5588, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2304, s1.loss_cls: 0.0752, s1.acc: 94.7157, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1136, s2.loss_cls: 0.0375, s2.acc: 94.5276, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0536, loss: 1.0880 2024-04-02 19:04:43,071 - mmdet - INFO - Epoch [13][5450/7330] lr: 4.612e-06, eta: 2 days, 23:35:53, time: 1.509, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1621, s0.acc: 94.2080, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2268, s1.loss_cls: 0.0777, s1.acc: 94.3499, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1117, s2.loss_cls: 0.0385, s2.acc: 94.2648, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0524, loss: 1.1055 2024-04-02 19:05:58,057 - mmdet - INFO - Epoch [13][5500/7330] lr: 4.612e-06, eta: 2 days, 23:34:36, time: 1.500, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1657, s0.acc: 94.2578, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2282, s1.loss_cls: 0.0785, s1.acc: 94.4307, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1124, s2.loss_cls: 0.0392, s2.acc: 94.2639, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0525, loss: 1.1053 2024-04-02 19:07:13,605 - mmdet - INFO - Epoch [13][5550/7330] lr: 4.612e-06, eta: 2 days, 23:33:20, time: 1.511, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1682, s0.acc: 94.2930, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2323, s1.loss_cls: 0.0810, s1.acc: 94.3995, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1148, s2.loss_cls: 0.0397, s2.acc: 94.2866, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0541, loss: 1.1168 2024-04-02 19:08:31,937 - mmdet - INFO - Epoch [13][5600/7330] lr: 4.612e-06, eta: 2 days, 23:32:10, time: 1.567, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1690, s0.acc: 94.1353, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2310, s1.loss_cls: 0.0809, s1.acc: 94.1900, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1137, s2.loss_cls: 0.0404, s2.acc: 93.9996, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0533, loss: 1.1344 2024-04-02 19:09:47,015 - mmdet - INFO - Epoch [13][5650/7330] lr: 4.612e-06, eta: 2 days, 23:30:53, time: 1.502, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1627, s0.acc: 94.3997, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2302, s1.loss_cls: 0.0780, s1.acc: 94.4815, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1141, s2.loss_cls: 0.0383, s2.acc: 94.4493, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0533, loss: 1.0940 2024-04-02 19:11:01,006 - mmdet - INFO - Epoch [13][5700/7330] lr: 4.612e-06, eta: 2 days, 23:29:35, time: 1.480, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1729, s0.acc: 94.0137, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2292, s1.loss_cls: 0.0850, s1.acc: 93.9534, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1140, s2.loss_cls: 0.0423, s2.acc: 93.8137, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0541, loss: 1.1456 2024-04-02 19:12:18,493 - mmdet - INFO - Epoch [13][5750/7330] lr: 4.612e-06, eta: 2 days, 23:28:22, time: 1.550, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1586, s0.acc: 94.3982, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2298, s1.loss_cls: 0.0761, s1.acc: 94.5367, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1137, s2.loss_cls: 0.0378, s2.acc: 94.3868, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0535, loss: 1.0973 2024-04-02 19:13:33,710 - mmdet - INFO - Epoch [13][5800/7330] lr: 4.612e-06, eta: 2 days, 23:27:06, time: 1.504, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1646, s0.acc: 94.3188, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2301, s1.loss_cls: 0.0780, s1.acc: 94.4858, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1139, s2.loss_cls: 0.0387, s2.acc: 94.3252, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0535, loss: 1.1055 2024-04-02 19:14:48,323 - mmdet - INFO - Epoch [13][5850/7330] lr: 4.612e-06, eta: 2 days, 23:25:49, time: 1.492, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1628, s0.acc: 94.4453, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2261, s1.loss_cls: 0.0769, s1.acc: 94.5646, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1114, s2.loss_cls: 0.0381, s2.acc: 94.5218, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0522, loss: 1.0822 2024-04-02 19:16:03,553 - mmdet - INFO - Epoch [13][5900/7330] lr: 4.612e-06, eta: 2 days, 23:24:32, time: 1.505, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1704, s0.acc: 94.0312, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2307, s1.loss_cls: 0.0817, s1.acc: 94.1753, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1141, s2.loss_cls: 0.0410, s2.acc: 94.0453, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0536, loss: 1.1390 2024-04-02 19:17:22,059 - mmdet - INFO - Epoch [13][5950/7330] lr: 4.612e-06, eta: 2 days, 23:23:22, time: 1.570, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1667, s0.acc: 94.2144, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2262, s1.loss_cls: 0.0803, s1.acc: 94.3525, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1109, s2.loss_cls: 0.0399, s2.acc: 94.2222, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0522, loss: 1.1039 2024-04-02 19:18:36,399 - mmdet - INFO - Epoch [13][6000/7330] lr: 4.612e-06, eta: 2 days, 23:22:04, time: 1.487, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1664, s0.acc: 94.3230, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2273, s1.loss_cls: 0.0795, s1.acc: 94.4654, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1125, s2.loss_cls: 0.0399, s2.acc: 94.1919, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0528, loss: 1.1099 2024-04-02 19:19:54,781 - mmdet - INFO - Epoch [13][6050/7330] lr: 4.612e-06, eta: 2 days, 23:20:54, time: 1.568, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1669, s0.acc: 94.2170, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2288, s1.loss_cls: 0.0796, s1.acc: 94.3605, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1131, s2.loss_cls: 0.0399, s2.acc: 94.1415, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0531, loss: 1.1256 2024-04-02 19:21:08,926 - mmdet - INFO - Epoch [13][6100/7330] lr: 4.612e-06, eta: 2 days, 23:19:35, time: 1.483, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1668, s0.acc: 94.2544, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2286, s1.loss_cls: 0.0801, s1.acc: 94.3939, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1126, s2.loss_cls: 0.0397, s2.acc: 94.2940, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0528, loss: 1.1168 2024-04-02 19:22:23,144 - mmdet - INFO - Epoch [13][6150/7330] lr: 4.612e-06, eta: 2 days, 23:18:17, time: 1.484, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1613, s0.acc: 94.4236, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2274, s1.loss_cls: 0.0777, s1.acc: 94.4381, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1128, s2.loss_cls: 0.0391, s2.acc: 94.2437, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0534, loss: 1.0963 2024-04-02 19:23:40,671 - mmdet - INFO - Epoch [13][6200/7330] lr: 4.612e-06, eta: 2 days, 23:17:05, time: 1.551, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1651, s0.acc: 94.3296, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2287, s1.loss_cls: 0.0786, s1.acc: 94.4448, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1114, s2.loss_cls: 0.0397, s2.acc: 94.3394, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0527, loss: 1.0948 2024-04-02 19:24:58,493 - mmdet - INFO - Epoch [13][6250/7330] lr: 4.612e-06, eta: 2 days, 23:15:54, time: 1.556, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1710, s0.acc: 94.0090, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2330, s1.loss_cls: 0.0814, s1.acc: 94.1197, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1143, s2.loss_cls: 0.0406, s2.acc: 93.9428, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0531, loss: 1.1400 2024-04-02 19:26:13,668 - mmdet - INFO - Epoch [13][6300/7330] lr: 4.612e-06, eta: 2 days, 23:14:37, time: 1.503, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1684, s0.acc: 94.1726, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2241, s1.loss_cls: 0.0802, s1.acc: 94.2321, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1108, s2.loss_cls: 0.0402, s2.acc: 94.0982, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0526, loss: 1.1250 2024-04-02 19:27:29,371 - mmdet - INFO - Epoch [13][6350/7330] lr: 4.612e-06, eta: 2 days, 23:13:22, time: 1.514, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1687, s0.acc: 94.1167, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2320, s1.loss_cls: 0.0819, s1.acc: 94.1649, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1155, s2.loss_cls: 0.0406, s2.acc: 94.0506, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0547, loss: 1.1323 2024-04-02 19:28:40,873 - mmdet - INFO - Epoch [13][6400/7330] lr: 4.612e-06, eta: 2 days, 23:11:59, time: 1.430, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1640, s0.acc: 94.3494, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2265, s1.loss_cls: 0.0796, s1.acc: 94.4542, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1122, s2.loss_cls: 0.0397, s2.acc: 94.3784, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0527, loss: 1.1023 2024-04-02 19:29:57,547 - mmdet - INFO - Epoch [13][6450/7330] lr: 4.612e-06, eta: 2 days, 23:10:45, time: 1.533, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1783, s0.acc: 93.8203, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2357, s1.loss_cls: 0.0851, s1.acc: 93.9257, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1168, s2.loss_cls: 0.0422, s2.acc: 93.7189, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0548, loss: 1.1669 2024-04-02 19:31:15,492 - mmdet - INFO - Epoch [13][6500/7330] lr: 4.612e-06, eta: 2 days, 23:09:34, time: 1.559, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1689, s0.acc: 94.1082, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2337, s1.loss_cls: 0.0806, s1.acc: 94.1690, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1148, s2.loss_cls: 0.0403, s2.acc: 94.0757, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0538, loss: 1.1348 2024-04-02 19:32:31,860 - mmdet - INFO - Epoch [13][6550/7330] lr: 4.612e-06, eta: 2 days, 23:08:19, time: 1.527, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1686, s0.acc: 94.2405, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2380, s1.loss_cls: 0.0801, s1.acc: 94.3158, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1167, s2.loss_cls: 0.0398, s2.acc: 94.2620, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0547, loss: 1.1297 2024-04-02 19:33:46,554 - mmdet - INFO - Epoch [13][6600/7330] lr: 4.612e-06, eta: 2 days, 23:07:02, time: 1.494, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1606, s0.acc: 94.5347, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2229, s1.loss_cls: 0.0772, s1.acc: 94.6449, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1096, s2.loss_cls: 0.0388, s2.acc: 94.4525, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0517, loss: 1.0752 2024-04-02 19:35:02,276 - mmdet - INFO - Epoch [13][6650/7330] lr: 4.612e-06, eta: 2 days, 23:05:47, time: 1.514, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1617, s0.acc: 94.4849, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2259, s1.loss_cls: 0.0777, s1.acc: 94.5784, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1118, s2.loss_cls: 0.0398, s2.acc: 94.3305, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0527, loss: 1.0944 2024-04-02 19:36:18,834 - mmdet - INFO - Epoch [13][6700/7330] lr: 4.612e-06, eta: 2 days, 23:04:33, time: 1.531, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1723, s0.acc: 94.0652, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2297, s1.loss_cls: 0.0825, s1.acc: 94.1582, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1137, s2.loss_cls: 0.0407, s2.acc: 94.0724, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0538, loss: 1.1402 2024-04-02 19:37:33,749 - mmdet - INFO - Epoch [13][6750/7330] lr: 4.612e-06, eta: 2 days, 23:03:16, time: 1.498, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1620, s0.acc: 94.4246, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2276, s1.loss_cls: 0.0787, s1.acc: 94.5291, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1110, s2.loss_cls: 0.0394, s2.acc: 94.3129, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0523, loss: 1.0858 2024-04-02 19:38:46,683 - mmdet - INFO - Epoch [13][6800/7330] lr: 4.612e-06, eta: 2 days, 23:01:56, time: 1.459, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1612, s0.acc: 94.4500, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2244, s1.loss_cls: 0.0773, s1.acc: 94.5779, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1102, s2.loss_cls: 0.0388, s2.acc: 94.4177, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0520, loss: 1.0972 2024-04-02 19:40:00,945 - mmdet - INFO - Epoch [13][6850/7330] lr: 4.612e-06, eta: 2 days, 23:00:38, time: 1.485, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1646, s0.acc: 94.2363, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2308, s1.loss_cls: 0.0791, s1.acc: 94.3340, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1115, s2.loss_cls: 0.0395, s2.acc: 94.1546, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0519, loss: 1.1126 2024-04-02 19:41:11,843 - mmdet - INFO - Epoch [13][6900/7330] lr: 4.612e-06, eta: 2 days, 22:59:14, time: 1.418, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1586, s0.acc: 94.6545, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2241, s1.loss_cls: 0.0765, s1.acc: 94.6894, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1090, s2.loss_cls: 0.0379, s2.acc: 94.4875, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0512, loss: 1.0694 2024-04-02 19:42:28,666 - mmdet - INFO - Epoch [13][6950/7330] lr: 4.612e-06, eta: 2 days, 22:58:00, time: 1.536, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1718, s0.acc: 94.0664, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2261, s1.loss_cls: 0.0826, s1.acc: 94.1985, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1105, s2.loss_cls: 0.0407, s2.acc: 94.0464, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0518, loss: 1.1223 2024-04-02 19:43:40,607 - mmdet - INFO - Epoch [13][7000/7330] lr: 4.612e-06, eta: 2 days, 22:56:38, time: 1.439, data_time: 0.046, memory: 29633, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1629, s0.acc: 94.3643, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2316, s1.loss_cls: 0.0784, s1.acc: 94.4304, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1139, s2.loss_cls: 0.0394, s2.acc: 94.2568, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0536, loss: 1.0998 2024-04-02 19:44:55,958 - mmdet - INFO - Epoch [13][7050/7330] lr: 4.612e-06, eta: 2 days, 22:55:22, time: 1.507, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1672, s0.acc: 94.2847, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2310, s1.loss_cls: 0.0797, s1.acc: 94.4149, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1133, s2.loss_cls: 0.0396, s2.acc: 94.2294, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0531, loss: 1.1073 2024-04-02 19:46:10,348 - mmdet - INFO - Epoch [13][7100/7330] lr: 4.612e-06, eta: 2 days, 22:54:04, time: 1.488, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1624, s0.acc: 94.4346, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2334, s1.loss_cls: 0.0791, s1.acc: 94.5052, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1142, s2.loss_cls: 0.0398, s2.acc: 94.2229, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0535, loss: 1.1047 2024-04-02 19:47:25,849 - mmdet - INFO - Epoch [13][7150/7330] lr: 4.612e-06, eta: 2 days, 22:52:49, time: 1.510, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1626, s0.acc: 94.3845, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2258, s1.loss_cls: 0.0787, s1.acc: 94.4461, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1103, s2.loss_cls: 0.0389, s2.acc: 94.3404, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0520, loss: 1.0911 2024-04-02 19:48:39,554 - mmdet - INFO - Epoch [13][7200/7330] lr: 4.612e-06, eta: 2 days, 22:51:30, time: 1.474, data_time: 0.046, memory: 29633, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1600, s0.acc: 94.4446, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2267, s1.loss_cls: 0.0761, s1.acc: 94.5869, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1120, s2.loss_cls: 0.0382, s2.acc: 94.4381, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0530, loss: 1.0987 2024-04-02 19:49:54,497 - mmdet - INFO - Epoch [13][7250/7330] lr: 4.612e-06, eta: 2 days, 22:50:13, time: 1.498, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1594, s0.acc: 94.4460, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2266, s1.loss_cls: 0.0761, s1.acc: 94.5549, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1115, s2.loss_cls: 0.0378, s2.acc: 94.4761, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0524, loss: 1.0829 2024-04-02 19:51:11,464 - mmdet - INFO - Epoch [13][7300/7330] lr: 4.612e-06, eta: 2 days, 22:49:00, time: 1.540, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1661, s0.acc: 94.1887, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2335, s1.loss_cls: 0.0798, s1.acc: 94.3876, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1144, s2.loss_cls: 0.0398, s2.acc: 94.2245, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0536, loss: 1.1271 2024-04-02 19:51:54,047 - mmdet - INFO - Saving checkpoint at 13 epochs 2024-04-02 19:59:54,632 - mmdet - INFO - Evaluating bbox... 2024-04-02 20:00:35,952 - 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 ] = 0.675 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.536 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.314 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 ] = 0.631 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 ] = 0.451 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.669 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.768 2024-04-02 20:00:35,953 - mmdet - INFO - Evaluating segm... 2024-04-02 20:01:24,881 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.430 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.654 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.465 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.227 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.469 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 ] = 0.552 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 ] = 0.366 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 ] = 0.704 2024-04-02 20:01:25,512 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-02 20:01:25,514 - mmdet - INFO - Epoch(val) [13][1250] bbox_mAP: 0.4920, bbox_mAP_50: 0.6750, bbox_mAP_75: 0.5360, bbox_mAP_s: 0.3140, bbox_mAP_m: 0.5330, bbox_mAP_l: 0.6310, bbox_mAP_copypaste: 0.492 0.675 0.536 0.314 0.533 0.631, segm_mAP: 0.4300, segm_mAP_50: 0.6540, segm_mAP_75: 0.4650, segm_mAP_s: 0.2270, segm_mAP_m: 0.4690, segm_mAP_l: 0.6070, segm_mAP_copypaste: 0.430 0.654 0.465 0.227 0.469 0.607 2024-04-02 20:02:45,096 - mmdet - INFO - Epoch [14][50/7330] lr: 4.612e-06, eta: 2 days, 22:45:46, time: 1.591, data_time: 0.109, memory: 29633, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1685, s0.acc: 94.1033, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2284, s1.loss_cls: 0.0816, s1.acc: 94.1752, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1122, s2.loss_cls: 0.0406, s2.acc: 93.9145, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0529, loss: 1.1223 2024-04-02 20:03:59,830 - mmdet - INFO - Epoch [14][100/7330] lr: 4.612e-06, eta: 2 days, 22:44:29, time: 1.495, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1654, s0.acc: 94.3076, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2258, s1.loss_cls: 0.0795, s1.acc: 94.4071, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1117, s2.loss_cls: 0.0400, s2.acc: 94.1234, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0528, loss: 1.1051 2024-04-02 20:05:17,037 - mmdet - INFO - Epoch [14][150/7330] lr: 4.612e-06, eta: 2 days, 22:43:16, time: 1.544, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1615, s0.acc: 94.3105, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2261, s1.loss_cls: 0.0770, s1.acc: 94.3935, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1121, s2.loss_cls: 0.0385, s2.acc: 94.2984, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0530, loss: 1.1112 2024-04-02 20:06:30,958 - mmdet - INFO - Epoch [14][200/7330] lr: 4.612e-06, eta: 2 days, 22:41:57, time: 1.478, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1629, s0.acc: 94.3184, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2291, s1.loss_cls: 0.0784, s1.acc: 94.3845, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1127, s2.loss_cls: 0.0396, s2.acc: 94.1813, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0528, loss: 1.1208 2024-04-02 20:07:46,216 - mmdet - INFO - Epoch [14][250/7330] lr: 4.612e-06, eta: 2 days, 22:40:41, time: 1.505, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1629, s0.acc: 94.3086, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2291, s1.loss_cls: 0.0783, s1.acc: 94.3334, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1121, s2.loss_cls: 0.0391, s2.acc: 94.2010, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0527, loss: 1.1148 2024-04-02 20:09:04,351 - mmdet - INFO - Epoch [14][300/7330] lr: 4.612e-06, eta: 2 days, 22:39:30, time: 1.563, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1655, s0.acc: 94.2002, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2274, s1.loss_cls: 0.0797, s1.acc: 94.2935, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1117, s2.loss_cls: 0.0400, s2.acc: 94.1097, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0527, loss: 1.1264 2024-04-02 20:10:20,057 - mmdet - INFO - Epoch [14][350/7330] lr: 4.612e-06, eta: 2 days, 22:38:15, time: 1.514, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1605, s0.acc: 94.3606, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2295, s1.loss_cls: 0.0781, s1.acc: 94.3364, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1133, s2.loss_cls: 0.0392, s2.acc: 94.2699, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0537, loss: 1.1053 2024-04-02 20:11:40,862 - mmdet - INFO - Epoch [14][400/7330] lr: 4.612e-06, eta: 2 days, 22:37:08, time: 1.616, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1497, s0.acc: 94.7556, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2266, s1.loss_cls: 0.0719, s1.acc: 94.8657, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1118, s2.loss_cls: 0.0362, s2.acc: 94.7129, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0527, loss: 1.0603 2024-04-02 20:12:56,408 - mmdet - INFO - Epoch [14][450/7330] lr: 4.612e-06, eta: 2 days, 22:35:53, time: 1.511, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1643, s0.acc: 94.3115, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2308, s1.loss_cls: 0.0791, s1.acc: 94.4045, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1126, s2.loss_cls: 0.0395, s2.acc: 94.2736, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0527, loss: 1.1160 2024-04-02 20:14:11,094 - mmdet - INFO - Epoch [14][500/7330] lr: 4.612e-06, eta: 2 days, 22:34:36, time: 1.494, data_time: 0.045, memory: 29633, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1543, s0.acc: 94.6809, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2200, s1.loss_cls: 0.0748, s1.acc: 94.7512, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1098, s2.loss_cls: 0.0372, s2.acc: 94.5694, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0519, loss: 1.0582 2024-04-02 20:15:28,715 - mmdet - INFO - Epoch [14][550/7330] lr: 4.612e-06, eta: 2 days, 22:33:24, time: 1.552, data_time: 0.064, memory: 29633, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1662, s0.acc: 94.1362, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2233, s1.loss_cls: 0.0790, s1.acc: 94.2991, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1102, s2.loss_cls: 0.0396, s2.acc: 94.1425, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0519, loss: 1.1118 2024-04-02 20:16:46,217 - mmdet - INFO - Epoch [14][600/7330] lr: 4.612e-06, eta: 2 days, 22:32:11, time: 1.550, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1640, s0.acc: 94.3247, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2235, s1.loss_cls: 0.0788, s1.acc: 94.4478, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1107, s2.loss_cls: 0.0390, s2.acc: 94.2783, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0524, loss: 1.0921 2024-04-02 20:17:59,558 - mmdet - INFO - Epoch [14][650/7330] lr: 4.612e-06, eta: 2 days, 22:30:52, time: 1.467, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1685, s0.acc: 94.2712, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2251, s1.loss_cls: 0.0817, s1.acc: 94.2605, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1115, s2.loss_cls: 0.0410, s2.acc: 94.0789, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0523, loss: 1.1111 2024-04-02 20:19:15,062 - mmdet - INFO - Epoch [14][700/7330] lr: 4.612e-06, eta: 2 days, 22:29:36, time: 1.510, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1643, s0.acc: 94.1887, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2306, s1.loss_cls: 0.0800, s1.acc: 94.2205, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1141, s2.loss_cls: 0.0397, s2.acc: 94.1542, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0537, loss: 1.1223 2024-04-02 20:20:30,228 - mmdet - INFO - Epoch [14][750/7330] lr: 4.612e-06, eta: 2 days, 22:28:20, time: 1.503, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1635, s0.acc: 94.3794, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2267, s1.loss_cls: 0.0782, s1.acc: 94.5125, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1121, s2.loss_cls: 0.0392, s2.acc: 94.3113, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0528, loss: 1.1052 2024-04-02 20:21:48,453 - mmdet - INFO - Epoch [14][800/7330] lr: 4.612e-06, eta: 2 days, 22:27:09, time: 1.564, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1546, s0.acc: 94.6370, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2254, s1.loss_cls: 0.0736, s1.acc: 94.7644, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1095, s2.loss_cls: 0.0371, s2.acc: 94.6166, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0513, loss: 1.0665 2024-04-02 20:23:03,125 - mmdet - INFO - Epoch [14][850/7330] lr: 4.612e-06, eta: 2 days, 22:25:52, time: 1.493, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1616, s0.acc: 94.3801, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2297, s1.loss_cls: 0.0769, s1.acc: 94.4951, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1125, s2.loss_cls: 0.0388, s2.acc: 94.3065, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0526, loss: 1.1071 2024-04-02 20:24:19,968 - mmdet - INFO - Epoch [14][900/7330] lr: 4.612e-06, eta: 2 days, 22:24:38, time: 1.537, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1664, s0.acc: 94.1887, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2267, s1.loss_cls: 0.0796, s1.acc: 94.3267, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1118, s2.loss_cls: 0.0397, s2.acc: 94.1315, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0524, loss: 1.1227 2024-04-02 20:25:36,266 - mmdet - INFO - Epoch [14][950/7330] lr: 4.612e-06, eta: 2 days, 22:23:24, time: 1.526, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1617, s0.acc: 94.2290, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2298, s1.loss_cls: 0.0784, s1.acc: 94.2876, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1124, s2.loss_cls: 0.0384, s2.acc: 94.3193, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0526, loss: 1.1112 2024-04-02 20:26:52,557 - mmdet - INFO - Epoch [14][1000/7330] lr: 4.612e-06, eta: 2 days, 22:22:10, time: 1.526, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1597, s0.acc: 94.4233, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2214, s1.loss_cls: 0.0771, s1.acc: 94.5132, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1093, s2.loss_cls: 0.0391, s2.acc: 94.2781, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0518, loss: 1.0753 2024-04-02 20:28:10,841 - mmdet - INFO - Epoch [14][1050/7330] lr: 4.612e-06, eta: 2 days, 22:20:59, time: 1.565, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1679, s0.acc: 94.1372, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2293, s1.loss_cls: 0.0796, s1.acc: 94.3505, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1129, s2.loss_cls: 0.0395, s2.acc: 94.1869, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0532, loss: 1.1180 2024-04-02 20:29:26,413 - mmdet - INFO - Epoch [14][1100/7330] lr: 4.612e-06, eta: 2 days, 22:19:43, time: 1.512, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1518, s0.acc: 94.7791, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2231, s1.loss_cls: 0.0735, s1.acc: 94.8442, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1104, s2.loss_cls: 0.0370, s2.acc: 94.5577, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0521, loss: 1.0523 2024-04-02 20:30:40,656 - mmdet - INFO - Epoch [14][1150/7330] lr: 4.612e-06, eta: 2 days, 22:18:25, time: 1.485, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1612, s0.acc: 94.4658, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2281, s1.loss_cls: 0.0768, s1.acc: 94.5885, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1123, s2.loss_cls: 0.0387, s2.acc: 94.3735, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0528, loss: 1.1026 2024-04-02 20:31:59,454 - mmdet - INFO - Epoch [14][1200/7330] lr: 4.612e-06, eta: 2 days, 22:17:15, time: 1.576, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1571, s0.acc: 94.5405, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2242, s1.loss_cls: 0.0748, s1.acc: 94.7308, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1107, s2.loss_cls: 0.0374, s2.acc: 94.5301, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0516, loss: 1.0804 2024-04-02 20:33:16,346 - mmdet - INFO - Epoch [14][1250/7330] lr: 4.612e-06, eta: 2 days, 22:16:02, time: 1.538, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1531, s0.acc: 94.7297, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2218, s1.loss_cls: 0.0735, s1.acc: 94.7628, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1116, s2.loss_cls: 0.0368, s2.acc: 94.5329, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0525, loss: 1.0563 2024-04-02 20:34:33,696 - mmdet - INFO - Epoch [14][1300/7330] lr: 4.612e-06, eta: 2 days, 22:14:50, time: 1.547, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1608, s0.acc: 94.4590, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2271, s1.loss_cls: 0.0775, s1.acc: 94.4715, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1120, s2.loss_cls: 0.0381, s2.acc: 94.4345, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0530, loss: 1.0956 2024-04-02 20:35:51,526 - mmdet - INFO - Epoch [14][1350/7330] lr: 4.612e-06, eta: 2 days, 22:13:38, time: 1.556, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1687, s0.acc: 94.0220, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2312, s1.loss_cls: 0.0825, s1.acc: 94.0272, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1136, s2.loss_cls: 0.0410, s2.acc: 93.9417, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0534, loss: 1.1383 2024-04-02 20:37:05,858 - mmdet - INFO - Epoch [14][1400/7330] lr: 4.612e-06, eta: 2 days, 22:12:20, time: 1.487, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1588, s0.acc: 94.4380, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2191, s1.loss_cls: 0.0751, s1.acc: 94.6231, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1079, s2.loss_cls: 0.0379, s2.acc: 94.4152, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0512, loss: 1.0750 2024-04-02 20:38:20,522 - mmdet - INFO - Epoch [14][1450/7330] lr: 4.612e-06, eta: 2 days, 22:11:03, time: 1.493, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1638, s0.acc: 94.2144, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2275, s1.loss_cls: 0.0785, s1.acc: 94.3423, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1120, s2.loss_cls: 0.0393, s2.acc: 94.2277, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0527, loss: 1.1125 2024-04-02 20:39:34,309 - mmdet - INFO - Epoch [14][1500/7330] lr: 4.612e-06, eta: 2 days, 22:09:44, time: 1.476, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1608, s0.acc: 94.5078, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2275, s1.loss_cls: 0.0772, s1.acc: 94.5405, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1132, s2.loss_cls: 0.0383, s2.acc: 94.3940, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0531, loss: 1.0904 2024-04-02 20:40:51,953 - mmdet - INFO - Epoch [14][1550/7330] lr: 4.612e-06, eta: 2 days, 22:08:32, time: 1.553, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1703, s0.acc: 94.0090, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2350, s1.loss_cls: 0.0827, s1.acc: 94.0195, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1149, s2.loss_cls: 0.0415, s2.acc: 93.8362, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0539, loss: 1.1393 2024-04-02 20:42:09,370 - mmdet - INFO - Epoch [14][1600/7330] lr: 4.612e-06, eta: 2 days, 22:07:20, time: 1.548, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1624, s0.acc: 94.3965, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2286, s1.loss_cls: 0.0769, s1.acc: 94.5961, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1122, s2.loss_cls: 0.0380, s2.acc: 94.4502, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0529, loss: 1.1013 2024-04-02 20:43:26,023 - mmdet - INFO - Epoch [14][1650/7330] lr: 4.612e-06, eta: 2 days, 22:06:06, time: 1.533, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1684, s0.acc: 94.1558, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2283, s1.loss_cls: 0.0806, s1.acc: 94.1718, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1127, s2.loss_cls: 0.0399, s2.acc: 94.1300, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0534, loss: 1.1207 2024-04-02 20:44:42,183 - mmdet - INFO - Epoch [14][1700/7330] lr: 4.612e-06, eta: 2 days, 22:04:51, time: 1.523, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1616, s0.acc: 94.4087, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2304, s1.loss_cls: 0.0761, s1.acc: 94.6075, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1136, s2.loss_cls: 0.0381, s2.acc: 94.4098, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0539, loss: 1.0945 2024-04-02 20:45:55,848 - mmdet - INFO - Epoch [14][1750/7330] lr: 4.612e-06, eta: 2 days, 22:03:33, time: 1.473, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1626, s0.acc: 94.4253, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2235, s1.loss_cls: 0.0764, s1.acc: 94.5516, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1095, s2.loss_cls: 0.0383, s2.acc: 94.4314, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0515, loss: 1.0893 2024-04-02 20:47:13,291 - mmdet - INFO - Epoch [14][1800/7330] lr: 4.612e-06, eta: 2 days, 22:02:20, time: 1.549, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1667, s0.acc: 94.1030, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2274, s1.loss_cls: 0.0799, s1.acc: 94.2164, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1120, s2.loss_cls: 0.0405, s2.acc: 93.9376, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0526, loss: 1.1261 2024-04-02 20:48:28,076 - mmdet - INFO - Epoch [14][1850/7330] lr: 4.612e-06, eta: 2 days, 22:01:03, time: 1.496, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1537, s0.acc: 94.7063, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2242, s1.loss_cls: 0.0741, s1.acc: 94.8371, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1120, s2.loss_cls: 0.0375, s2.acc: 94.6190, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0530, loss: 1.0597 2024-04-02 20:49:43,314 - mmdet - INFO - Epoch [14][1900/7330] lr: 4.612e-06, eta: 2 days, 21:59:47, time: 1.505, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1726, s0.acc: 93.9924, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2328, s1.loss_cls: 0.0833, s1.acc: 94.0431, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1144, s2.loss_cls: 0.0413, s2.acc: 93.8977, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0540, loss: 1.1550 2024-04-02 20:50:58,609 - mmdet - INFO - Epoch [14][1950/7330] lr: 4.612e-06, eta: 2 days, 21:58:31, time: 1.506, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1595, s0.acc: 94.6123, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2166, s1.loss_cls: 0.0771, s1.acc: 94.6200, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1071, s2.loss_cls: 0.0381, s2.acc: 94.4694, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0505, loss: 1.0705 2024-04-02 20:52:14,533 - mmdet - INFO - Epoch [14][2000/7330] lr: 4.612e-06, eta: 2 days, 21:57:16, time: 1.518, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1669, s0.acc: 94.2517, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2299, s1.loss_cls: 0.0801, s1.acc: 94.3173, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1130, s2.loss_cls: 0.0399, s2.acc: 94.1673, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0529, loss: 1.1171 2024-04-02 20:53:28,515 - mmdet - INFO - Epoch [14][2050/7330] lr: 4.612e-06, eta: 2 days, 21:55:58, time: 1.480, data_time: 0.044, memory: 29633, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1518, s0.acc: 94.8293, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2188, s1.loss_cls: 0.0730, s1.acc: 94.9508, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1087, s2.loss_cls: 0.0364, s2.acc: 94.8123, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0510, loss: 1.0439 2024-04-02 20:54:43,548 - mmdet - INFO - Epoch [14][2100/7330] lr: 4.612e-06, eta: 2 days, 21:54:41, time: 1.501, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1737, s0.acc: 93.9028, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2299, s1.loss_cls: 0.0830, s1.acc: 94.0031, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1112, s2.loss_cls: 0.0415, s2.acc: 93.9431, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0523, loss: 1.1355 2024-04-02 20:56:01,861 - mmdet - INFO - Epoch [14][2150/7330] lr: 4.612e-06, eta: 2 days, 21:53:30, time: 1.566, data_time: 0.065, memory: 29633, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1662, s0.acc: 94.1694, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2282, s1.loss_cls: 0.0799, s1.acc: 94.2210, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1129, s2.loss_cls: 0.0401, s2.acc: 94.0164, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0534, loss: 1.1226 2024-04-02 20:57:20,934 - mmdet - INFO - Epoch [14][2200/7330] lr: 4.612e-06, eta: 2 days, 21:52:20, time: 1.582, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1741, s0.acc: 93.9436, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2295, s1.loss_cls: 0.0832, s1.acc: 94.0776, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1135, s2.loss_cls: 0.0412, s2.acc: 94.0144, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0536, loss: 1.1439 2024-04-02 20:58:36,164 - mmdet - INFO - Epoch [14][2250/7330] lr: 4.612e-06, eta: 2 days, 21:51:04, time: 1.505, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1597, s0.acc: 94.3367, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2237, s1.loss_cls: 0.0775, s1.acc: 94.4434, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1106, s2.loss_cls: 0.0393, s2.acc: 94.2393, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0521, loss: 1.0947 2024-04-02 20:59:53,814 - mmdet - INFO - Epoch [14][2300/7330] lr: 4.612e-06, eta: 2 days, 21:49:52, time: 1.553, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1595, s0.acc: 94.4604, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2218, s1.loss_cls: 0.0764, s1.acc: 94.5454, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1101, s2.loss_cls: 0.0379, s2.acc: 94.5275, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0518, loss: 1.0768 2024-04-02 21:01:12,536 - mmdet - INFO - Epoch [14][2350/7330] lr: 4.612e-06, eta: 2 days, 21:48:42, time: 1.575, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1679, s0.acc: 94.1882, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2294, s1.loss_cls: 0.0793, s1.acc: 94.3664, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1129, s2.loss_cls: 0.0404, s2.acc: 94.0887, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0528, loss: 1.1165 2024-04-02 21:02:29,195 - mmdet - INFO - Epoch [14][2400/7330] lr: 4.612e-06, eta: 2 days, 21:47:28, time: 1.533, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1682, s0.acc: 94.1562, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2317, s1.loss_cls: 0.0808, s1.acc: 94.2719, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1141, s2.loss_cls: 0.0400, s2.acc: 94.1790, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0539, loss: 1.1375 2024-04-02 21:03:46,664 - mmdet - INFO - Epoch [14][2450/7330] lr: 4.612e-06, eta: 2 days, 21:46:16, time: 1.549, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1663, s0.acc: 94.3049, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2328, s1.loss_cls: 0.0788, s1.acc: 94.4456, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1136, s2.loss_cls: 0.0392, s2.acc: 94.3128, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0531, loss: 1.1139 2024-04-02 21:05:06,224 - mmdet - INFO - Epoch [14][2500/7330] lr: 4.612e-06, eta: 2 days, 21:45:07, time: 1.591, data_time: 0.047, memory: 29633, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1549, s0.acc: 94.6240, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2243, s1.loss_cls: 0.0743, s1.acc: 94.7132, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1112, s2.loss_cls: 0.0370, s2.acc: 94.6399, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0525, loss: 1.0682 2024-04-02 21:06:24,217 - mmdet - INFO - Epoch [14][2550/7330] lr: 4.612e-06, eta: 2 days, 21:43:55, time: 1.560, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1595, s0.acc: 94.4131, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2248, s1.loss_cls: 0.0769, s1.acc: 94.4884, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1106, s2.loss_cls: 0.0383, s2.acc: 94.3431, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0517, loss: 1.0906 2024-04-02 21:07:38,169 - mmdet - INFO - Epoch [14][2600/7330] lr: 4.612e-06, eta: 2 days, 21:42:37, time: 1.479, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1607, s0.acc: 94.3235, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2251, s1.loss_cls: 0.0778, s1.acc: 94.3613, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1105, s2.loss_cls: 0.0380, s2.acc: 94.2934, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0517, loss: 1.1042 2024-04-02 21:08:58,125 - mmdet - INFO - Epoch [14][2650/7330] lr: 4.612e-06, eta: 2 days, 21:41:29, time: 1.599, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1594, s0.acc: 94.4114, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2322, s1.loss_cls: 0.0767, s1.acc: 94.5246, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1136, s2.loss_cls: 0.0384, s2.acc: 94.3616, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0534, loss: 1.1070 2024-04-02 21:10:12,417 - mmdet - INFO - Epoch [14][2700/7330] lr: 4.612e-06, eta: 2 days, 21:40:11, time: 1.486, data_time: 0.046, memory: 29633, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1648, s0.acc: 94.3633, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2314, s1.loss_cls: 0.0778, s1.acc: 94.4954, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1149, s2.loss_cls: 0.0389, s2.acc: 94.3422, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0540, loss: 1.1123 2024-04-02 21:11:29,099 - mmdet - INFO - Epoch [14][2750/7330] lr: 4.612e-06, eta: 2 days, 21:38:57, time: 1.534, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1629, s0.acc: 94.4045, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2233, s1.loss_cls: 0.0792, s1.acc: 94.4070, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1107, s2.loss_cls: 0.0399, s2.acc: 94.1824, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0522, loss: 1.0963 2024-04-02 21:12:46,619 - mmdet - INFO - Epoch [14][2800/7330] lr: 4.612e-06, eta: 2 days, 21:37:45, time: 1.550, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1631, s0.acc: 94.2764, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2248, s1.loss_cls: 0.0783, s1.acc: 94.4039, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1112, s2.loss_cls: 0.0391, s2.acc: 94.3226, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0527, loss: 1.0979 2024-04-02 21:14:05,786 - mmdet - INFO - Epoch [14][2850/7330] lr: 4.612e-06, eta: 2 days, 21:36:35, time: 1.583, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1556, s0.acc: 94.5522, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2292, s1.loss_cls: 0.0737, s1.acc: 94.7189, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1119, s2.loss_cls: 0.0373, s2.acc: 94.4770, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0522, loss: 1.0874 2024-04-02 21:15:21,669 - mmdet - INFO - Epoch [14][2900/7330] lr: 4.612e-06, eta: 2 days, 21:35:20, time: 1.518, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1721, s0.acc: 94.1133, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2285, s1.loss_cls: 0.0813, s1.acc: 94.2636, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1118, s2.loss_cls: 0.0405, s2.acc: 94.0594, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0526, loss: 1.1274 2024-04-02 21:16:39,960 - mmdet - INFO - Epoch [14][2950/7330] lr: 4.612e-06, eta: 2 days, 21:34:09, time: 1.566, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1668, s0.acc: 94.2271, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2276, s1.loss_cls: 0.0803, s1.acc: 94.3214, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1117, s2.loss_cls: 0.0404, s2.acc: 94.0793, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0526, loss: 1.1200 2024-04-02 21:17:56,016 - mmdet - INFO - Epoch [14][3000/7330] lr: 4.612e-06, eta: 2 days, 21:32:54, time: 1.521, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1607, s0.acc: 94.4546, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2217, s1.loss_cls: 0.0778, s1.acc: 94.4193, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1094, s2.loss_cls: 0.0393, s2.acc: 94.1677, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0514, loss: 1.0874 2024-04-02 21:19:12,354 - mmdet - INFO - Epoch [14][3050/7330] lr: 4.612e-06, eta: 2 days, 21:31:40, time: 1.527, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1669, s0.acc: 94.1968, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2302, s1.loss_cls: 0.0801, s1.acc: 94.2224, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1140, s2.loss_cls: 0.0402, s2.acc: 94.0871, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0537, loss: 1.1250 2024-04-02 21:20:30,365 - mmdet - INFO - Epoch [14][3100/7330] lr: 4.612e-06, eta: 2 days, 21:30:28, time: 1.560, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1570, s0.acc: 94.4714, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2262, s1.loss_cls: 0.0746, s1.acc: 94.5440, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1120, s2.loss_cls: 0.0380, s2.acc: 94.3478, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0532, loss: 1.0907 2024-04-02 21:21:47,593 - mmdet - INFO - Epoch [14][3150/7330] lr: 4.612e-06, eta: 2 days, 21:29:16, time: 1.545, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1670, s0.acc: 94.3313, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2309, s1.loss_cls: 0.0803, s1.acc: 94.3887, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1138, s2.loss_cls: 0.0401, s2.acc: 94.2028, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0532, loss: 1.1180 2024-04-02 21:23:04,239 - mmdet - INFO - Epoch [14][3200/7330] lr: 4.612e-06, eta: 2 days, 21:28:02, time: 1.533, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1640, s0.acc: 94.2981, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2231, s1.loss_cls: 0.0790, s1.acc: 94.4759, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1095, s2.loss_cls: 0.0393, s2.acc: 94.3181, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0521, loss: 1.0975 2024-04-02 21:24:22,779 - mmdet - INFO - Epoch [14][3250/7330] lr: 4.612e-06, eta: 2 days, 21:26:51, time: 1.571, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1719, s0.acc: 94.0972, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2287, s1.loss_cls: 0.0821, s1.acc: 94.2336, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1126, s2.loss_cls: 0.0405, s2.acc: 94.0720, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0529, loss: 1.1366 2024-04-02 21:25:40,105 - mmdet - INFO - Epoch [14][3300/7330] lr: 4.612e-06, eta: 2 days, 21:25:38, time: 1.546, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1614, s0.acc: 94.4253, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2306, s1.loss_cls: 0.0770, s1.acc: 94.6225, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1137, s2.loss_cls: 0.0384, s2.acc: 94.4446, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0531, loss: 1.1022 2024-04-02 21:26:54,865 - mmdet - INFO - Epoch [14][3350/7330] lr: 4.612e-06, eta: 2 days, 21:24:21, time: 1.495, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1566, s0.acc: 94.5332, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2203, s1.loss_cls: 0.0756, s1.acc: 94.5305, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1094, s2.loss_cls: 0.0378, s2.acc: 94.4344, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0515, loss: 1.0719 2024-04-02 21:28:10,385 - mmdet - INFO - Epoch [14][3400/7330] lr: 4.612e-06, eta: 2 days, 21:23:06, time: 1.510, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1649, s0.acc: 94.3152, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2324, s1.loss_cls: 0.0790, s1.acc: 94.3781, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1134, s2.loss_cls: 0.0392, s2.acc: 94.2786, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0532, loss: 1.1203 2024-04-02 21:29:26,022 - mmdet - INFO - Epoch [14][3450/7330] lr: 4.612e-06, eta: 2 days, 21:21:50, time: 1.513, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1619, s0.acc: 94.3398, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2328, s1.loss_cls: 0.0774, s1.acc: 94.4207, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1132, s2.loss_cls: 0.0390, s2.acc: 94.2122, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0534, loss: 1.1080 2024-04-02 21:30:43,892 - mmdet - INFO - Epoch [14][3500/7330] lr: 4.612e-06, eta: 2 days, 21:20:38, time: 1.557, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1670, s0.acc: 94.2749, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2275, s1.loss_cls: 0.0788, s1.acc: 94.4432, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1104, s2.loss_cls: 0.0391, s2.acc: 94.3209, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0516, loss: 1.1087 2024-04-02 21:32:02,371 - mmdet - INFO - Epoch [14][3550/7330] lr: 4.612e-06, eta: 2 days, 21:19:27, time: 1.570, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1665, s0.acc: 94.2095, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2251, s1.loss_cls: 0.0808, s1.acc: 94.2491, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1111, s2.loss_cls: 0.0413, s2.acc: 94.0021, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0523, loss: 1.1096 2024-04-02 21:33:18,243 - mmdet - INFO - Epoch [14][3600/7330] lr: 4.612e-06, eta: 2 days, 21:18:12, time: 1.517, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1625, s0.acc: 94.5342, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2255, s1.loss_cls: 0.0773, s1.acc: 94.6296, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1107, s2.loss_cls: 0.0382, s2.acc: 94.5395, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0522, loss: 1.0865 2024-04-02 21:34:34,945 - mmdet - INFO - Epoch [14][3650/7330] lr: 4.612e-06, eta: 2 days, 21:16:58, time: 1.534, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1674, s0.acc: 94.2571, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2300, s1.loss_cls: 0.0803, s1.acc: 94.3232, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1140, s2.loss_cls: 0.0404, s2.acc: 94.2260, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0539, loss: 1.1172 2024-04-02 21:35:53,783 - mmdet - INFO - Epoch [14][3700/7330] lr: 4.612e-06, eta: 2 days, 21:15:48, time: 1.577, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1741, s0.acc: 93.9197, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2315, s1.loss_cls: 0.0827, s1.acc: 94.0491, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1135, s2.loss_cls: 0.0414, s2.acc: 93.8282, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0536, loss: 1.1599 2024-04-02 21:37:12,309 - mmdet - INFO - Epoch [14][3750/7330] lr: 4.612e-06, eta: 2 days, 21:14:37, time: 1.570, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1697, s0.acc: 94.1531, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2303, s1.loss_cls: 0.0828, s1.acc: 94.1668, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1131, s2.loss_cls: 0.0413, s2.acc: 93.9508, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0532, loss: 1.1351 2024-04-02 21:38:28,927 - mmdet - INFO - Epoch [14][3800/7330] lr: 4.612e-06, eta: 2 days, 21:13:23, time: 1.532, data_time: 0.047, memory: 29633, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1579, s0.acc: 94.6672, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2250, s1.loss_cls: 0.0770, s1.acc: 94.6470, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1117, s2.loss_cls: 0.0384, s2.acc: 94.5515, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0525, loss: 1.0737 2024-04-02 21:39:52,993 - mmdet - INFO - Epoch [14][3850/7330] lr: 4.612e-06, eta: 2 days, 21:12:22, time: 1.681, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1735, s0.acc: 93.9795, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2331, s1.loss_cls: 0.0831, s1.acc: 94.0671, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1136, s2.loss_cls: 0.0418, s2.acc: 93.7791, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0532, loss: 1.1468 2024-04-02 21:41:14,491 - mmdet - INFO - Epoch [14][3900/7330] lr: 4.612e-06, eta: 2 days, 21:11:16, time: 1.630, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1667, s0.acc: 94.1650, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2328, s1.loss_cls: 0.0804, s1.acc: 94.2873, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1145, s2.loss_cls: 0.0399, s2.acc: 94.1320, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0535, loss: 1.1258 2024-04-02 21:42:30,454 - mmdet - INFO - Epoch [14][3950/7330] lr: 4.612e-06, eta: 2 days, 21:10:01, time: 1.519, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1658, s0.acc: 94.3594, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2208, s1.loss_cls: 0.0796, s1.acc: 94.4763, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1095, s2.loss_cls: 0.0392, s2.acc: 94.3309, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0518, loss: 1.0814 2024-04-02 21:43:44,798 - mmdet - INFO - Epoch [14][4000/7330] lr: 4.612e-06, eta: 2 days, 21:08:43, time: 1.487, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1657, s0.acc: 94.2649, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2266, s1.loss_cls: 0.0793, s1.acc: 94.4205, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1116, s2.loss_cls: 0.0394, s2.acc: 94.3474, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0528, loss: 1.1090 2024-04-02 21:45:01,397 - mmdet - INFO - Epoch [14][4050/7330] lr: 4.612e-06, eta: 2 days, 21:07:29, time: 1.532, data_time: 0.063, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1737, s0.acc: 93.9028, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2357, s1.loss_cls: 0.0826, s1.acc: 94.0197, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1153, s2.loss_cls: 0.0413, s2.acc: 93.8265, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0541, loss: 1.1592 2024-04-02 21:46:17,134 - mmdet - INFO - Epoch [14][4100/7330] lr: 4.612e-06, eta: 2 days, 21:06:14, time: 1.515, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1625, s0.acc: 94.3511, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2280, s1.loss_cls: 0.0774, s1.acc: 94.4758, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1127, s2.loss_cls: 0.0384, s2.acc: 94.4168, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0529, loss: 1.0962 2024-04-02 21:47:38,676 - mmdet - INFO - Epoch [14][4150/7330] lr: 4.612e-06, eta: 2 days, 21:05:08, time: 1.631, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1594, s0.acc: 94.4382, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2257, s1.loss_cls: 0.0759, s1.acc: 94.5651, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1121, s2.loss_cls: 0.0381, s2.acc: 94.3941, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0527, loss: 1.0948 2024-04-02 21:48:51,276 - mmdet - INFO - Epoch [14][4200/7330] lr: 4.612e-06, eta: 2 days, 21:03:47, time: 1.452, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1570, s0.acc: 94.4839, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2261, s1.loss_cls: 0.0752, s1.acc: 94.5990, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1119, s2.loss_cls: 0.0373, s2.acc: 94.4987, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0529, loss: 1.0803 2024-04-02 21:50:07,572 - mmdet - INFO - Epoch [14][4250/7330] lr: 4.612e-06, eta: 2 days, 21:02:33, time: 1.526, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1663, s0.acc: 94.1599, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2325, s1.loss_cls: 0.0798, s1.acc: 94.2138, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1138, s2.loss_cls: 0.0403, s2.acc: 94.0442, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0536, loss: 1.1294 2024-04-02 21:51:20,721 - mmdet - INFO - Epoch [14][4300/7330] lr: 4.612e-06, eta: 2 days, 21:01:13, time: 1.463, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1612, s0.acc: 94.2910, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2227, s1.loss_cls: 0.0760, s1.acc: 94.4893, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1101, s2.loss_cls: 0.0383, s2.acc: 94.2648, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0520, loss: 1.1025 2024-04-02 21:52:37,173 - mmdet - INFO - Epoch [14][4350/7330] lr: 4.612e-06, eta: 2 days, 20:59:59, time: 1.529, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1726, s0.acc: 94.0103, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2375, s1.loss_cls: 0.0820, s1.acc: 94.1229, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1154, s2.loss_cls: 0.0413, s2.acc: 93.9478, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0538, loss: 1.1486 2024-04-02 21:53:55,172 - mmdet - INFO - Epoch [14][4400/7330] lr: 4.612e-06, eta: 2 days, 20:58:47, time: 1.560, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1671, s0.acc: 94.1638, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2292, s1.loss_cls: 0.0789, s1.acc: 94.3144, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1114, s2.loss_cls: 0.0396, s2.acc: 94.1679, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0525, loss: 1.1166 2024-04-02 21:55:10,759 - mmdet - INFO - Epoch [14][4450/7330] lr: 4.612e-06, eta: 2 days, 20:57:32, time: 1.512, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1614, s0.acc: 94.3796, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2336, s1.loss_cls: 0.0777, s1.acc: 94.4391, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1143, s2.loss_cls: 0.0393, s2.acc: 94.2003, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0536, loss: 1.1073 2024-04-02 21:56:26,173 - mmdet - INFO - Epoch [14][4500/7330] lr: 4.612e-06, eta: 2 days, 20:56:16, time: 1.508, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1669, s0.acc: 94.3423, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2350, s1.loss_cls: 0.0806, s1.acc: 94.3820, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1150, s2.loss_cls: 0.0405, s2.acc: 94.2805, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0541, loss: 1.1285 2024-04-02 21:57:40,763 - mmdet - INFO - Epoch [14][4550/7330] lr: 4.612e-06, eta: 2 days, 20:54:58, time: 1.491, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1607, s0.acc: 94.4490, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2209, s1.loss_cls: 0.0770, s1.acc: 94.4800, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1089, s2.loss_cls: 0.0387, s2.acc: 94.2895, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0514, loss: 1.0755 2024-04-02 21:58:51,753 - mmdet - INFO - Epoch [14][4600/7330] lr: 4.612e-06, eta: 2 days, 20:53:35, time: 1.420, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1639, s0.acc: 94.3005, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2280, s1.loss_cls: 0.0778, s1.acc: 94.4738, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1128, s2.loss_cls: 0.0389, s2.acc: 94.3827, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0534, loss: 1.1090 2024-04-02 22:00:09,348 - mmdet - INFO - Epoch [14][4650/7330] lr: 4.612e-06, eta: 2 days, 20:52:23, time: 1.552, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1693, s0.acc: 94.2239, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2284, s1.loss_cls: 0.0806, s1.acc: 94.3344, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1135, s2.loss_cls: 0.0405, s2.acc: 94.2106, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0533, loss: 1.1214 2024-04-02 22:01:25,356 - mmdet - INFO - Epoch [14][4700/7330] lr: 4.612e-06, eta: 2 days, 20:51:08, time: 1.520, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1638, s0.acc: 94.2930, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2285, s1.loss_cls: 0.0785, s1.acc: 94.3764, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1126, s2.loss_cls: 0.0394, s2.acc: 94.2193, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0528, loss: 1.1064 2024-04-02 22:02:41,936 - mmdet - INFO - Epoch [14][4750/7330] lr: 4.612e-06, eta: 2 days, 20:49:54, time: 1.532, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1690, s0.acc: 94.1016, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2272, s1.loss_cls: 0.0818, s1.acc: 94.1770, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1109, s2.loss_cls: 0.0408, s2.acc: 93.9697, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0525, loss: 1.1197 2024-04-02 22:03:56,414 - mmdet - INFO - Epoch [14][4800/7330] lr: 4.612e-06, eta: 2 days, 20:48:36, time: 1.490, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1613, s0.acc: 94.4463, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2214, s1.loss_cls: 0.0775, s1.acc: 94.5172, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1097, s2.loss_cls: 0.0385, s2.acc: 94.4504, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0519, loss: 1.0829 2024-04-02 22:05:17,211 - mmdet - INFO - Epoch [14][4850/7330] lr: 4.612e-06, eta: 2 days, 20:47:29, time: 1.616, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1652, s0.acc: 94.3669, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2298, s1.loss_cls: 0.0798, s1.acc: 94.4479, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1119, s2.loss_cls: 0.0400, s2.acc: 94.2534, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0524, loss: 1.1107 2024-04-02 22:06:32,408 - mmdet - INFO - Epoch [14][4900/7330] lr: 4.612e-06, eta: 2 days, 20:46:13, time: 1.504, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1640, s0.acc: 94.3481, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2250, s1.loss_cls: 0.0786, s1.acc: 94.4148, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1105, s2.loss_cls: 0.0388, s2.acc: 94.3763, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0520, loss: 1.0857 2024-04-02 22:07:50,634 - mmdet - INFO - Epoch [14][4950/7330] lr: 4.612e-06, eta: 2 days, 20:45:01, time: 1.565, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1712, s0.acc: 94.1355, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2349, s1.loss_cls: 0.0820, s1.acc: 94.1571, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1142, s2.loss_cls: 0.0405, s2.acc: 94.0607, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0536, loss: 1.1309 2024-04-02 22:09:05,875 - mmdet - INFO - Epoch [14][5000/7330] lr: 4.612e-06, eta: 2 days, 20:43:45, time: 1.505, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1681, s0.acc: 94.1458, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2302, s1.loss_cls: 0.0811, s1.acc: 94.2092, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1145, s2.loss_cls: 0.0399, s2.acc: 94.1329, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0540, loss: 1.1374 2024-04-02 22:10:21,043 - mmdet - INFO - Epoch [14][5050/7330] lr: 4.612e-06, eta: 2 days, 20:42:29, time: 1.503, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1726, s0.acc: 94.0735, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2329, s1.loss_cls: 0.0823, s1.acc: 94.1401, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1143, s2.loss_cls: 0.0409, s2.acc: 94.0253, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0539, loss: 1.1391 2024-04-02 22:11:38,016 - mmdet - INFO - Epoch [14][5100/7330] lr: 4.612e-06, eta: 2 days, 20:41:15, time: 1.539, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1634, s0.acc: 94.2903, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2262, s1.loss_cls: 0.0782, s1.acc: 94.4503, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1124, s2.loss_cls: 0.0388, s2.acc: 94.3356, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0530, loss: 1.1117 2024-04-02 22:12:58,678 - mmdet - INFO - Epoch [14][5150/7330] lr: 4.612e-06, eta: 2 days, 20:40:08, time: 1.613, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1632, s0.acc: 94.2944, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2210, s1.loss_cls: 0.0792, s1.acc: 94.3250, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1096, s2.loss_cls: 0.0394, s2.acc: 94.2016, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0520, loss: 1.0963 2024-04-02 22:14:15,445 - mmdet - INFO - Epoch [14][5200/7330] lr: 4.612e-06, eta: 2 days, 20:38:54, time: 1.535, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1625, s0.acc: 94.3281, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2361, s1.loss_cls: 0.0797, s1.acc: 94.3778, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1152, s2.loss_cls: 0.0400, s2.acc: 94.0773, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0543, loss: 1.1202 2024-04-02 22:15:31,833 - mmdet - INFO - Epoch [14][5250/7330] lr: 4.612e-06, eta: 2 days, 20:37:40, time: 1.528, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1755, s0.acc: 94.0728, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2298, s1.loss_cls: 0.0838, s1.acc: 94.1573, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1134, s2.loss_cls: 0.0417, s2.acc: 94.0929, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0533, loss: 1.1356 2024-04-02 22:16:46,690 - mmdet - INFO - Epoch [14][5300/7330] lr: 4.612e-06, eta: 2 days, 20:36:23, time: 1.497, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1649, s0.acc: 94.3894, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2284, s1.loss_cls: 0.0798, s1.acc: 94.4824, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1124, s2.loss_cls: 0.0398, s2.acc: 94.2527, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0527, loss: 1.1023 2024-04-02 22:18:01,855 - mmdet - INFO - Epoch [14][5350/7330] lr: 4.612e-06, eta: 2 days, 20:35:06, time: 1.503, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1624, s0.acc: 94.3508, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2291, s1.loss_cls: 0.0766, s1.acc: 94.5362, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1144, s2.loss_cls: 0.0386, s2.acc: 94.3991, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0535, loss: 1.1136 2024-04-02 22:19:15,549 - mmdet - INFO - Epoch [14][5400/7330] lr: 4.612e-06, eta: 2 days, 20:33:48, time: 1.474, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1670, s0.acc: 94.1836, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2260, s1.loss_cls: 0.0806, s1.acc: 94.2461, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1127, s2.loss_cls: 0.0402, s2.acc: 94.1681, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0534, loss: 1.1257 2024-04-02 22:20:30,370 - mmdet - INFO - Epoch [14][5450/7330] lr: 4.612e-06, eta: 2 days, 20:32:31, time: 1.496, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1594, s0.acc: 94.5190, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2220, s1.loss_cls: 0.0770, s1.acc: 94.5659, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1096, s2.loss_cls: 0.0388, s2.acc: 94.3812, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0519, loss: 1.0769 2024-04-02 22:21:46,425 - mmdet - INFO - Epoch [14][5500/7330] lr: 4.612e-06, eta: 2 days, 20:31:16, time: 1.521, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1592, s0.acc: 94.3667, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2245, s1.loss_cls: 0.0764, s1.acc: 94.4843, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1113, s2.loss_cls: 0.0383, s2.acc: 94.3529, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0524, loss: 1.0925 2024-04-02 22:23:03,644 - mmdet - INFO - Epoch [14][5550/7330] lr: 4.612e-06, eta: 2 days, 20:30:03, time: 1.544, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1615, s0.acc: 94.4604, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2242, s1.loss_cls: 0.0781, s1.acc: 94.5504, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1107, s2.loss_cls: 0.0393, s2.acc: 94.4076, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0523, loss: 1.0908 2024-04-02 22:24:19,366 - mmdet - INFO - Epoch [14][5600/7330] lr: 4.612e-06, eta: 2 days, 20:28:47, time: 1.514, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1641, s0.acc: 94.3577, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2283, s1.loss_cls: 0.0792, s1.acc: 94.4464, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1132, s2.loss_cls: 0.0402, s2.acc: 94.1168, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0536, loss: 1.1075 2024-04-02 22:25:36,821 - mmdet - INFO - Epoch [14][5650/7330] lr: 4.612e-06, eta: 2 days, 20:27:35, time: 1.549, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1679, s0.acc: 94.2322, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2315, s1.loss_cls: 0.0804, s1.acc: 94.3156, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1140, s2.loss_cls: 0.0406, s2.acc: 94.0465, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0540, loss: 1.1388 2024-04-02 22:26:53,318 - mmdet - INFO - Epoch [14][5700/7330] lr: 4.612e-06, eta: 2 days, 20:26:20, time: 1.530, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1619, s0.acc: 94.4937, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2259, s1.loss_cls: 0.0787, s1.acc: 94.5375, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1109, s2.loss_cls: 0.0388, s2.acc: 94.4897, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0518, loss: 1.0826 2024-04-02 22:28:06,021 - mmdet - INFO - Epoch [14][5750/7330] lr: 4.612e-06, eta: 2 days, 20:25:00, time: 1.454, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1658, s0.acc: 94.2632, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2331, s1.loss_cls: 0.0792, s1.acc: 94.2720, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1164, s2.loss_cls: 0.0394, s2.acc: 94.2039, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0547, loss: 1.1214 2024-04-02 22:29:20,115 - mmdet - INFO - Epoch [14][5800/7330] lr: 4.612e-06, eta: 2 days, 20:23:42, time: 1.482, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1638, s0.acc: 94.2605, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2314, s1.loss_cls: 0.0786, s1.acc: 94.2675, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1146, s2.loss_cls: 0.0394, s2.acc: 94.1872, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0543, loss: 1.1254 2024-04-02 22:30:36,250 - mmdet - INFO - Epoch [14][5850/7330] lr: 4.612e-06, eta: 2 days, 20:22:27, time: 1.523, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1668, s0.acc: 94.2024, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2266, s1.loss_cls: 0.0814, s1.acc: 94.1802, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1099, s2.loss_cls: 0.0405, s2.acc: 94.1217, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0515, loss: 1.1042 2024-04-02 22:31:54,508 - mmdet - INFO - Epoch [14][5900/7330] lr: 4.612e-06, eta: 2 days, 20:21:16, time: 1.565, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1603, s0.acc: 94.3896, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2263, s1.loss_cls: 0.0775, s1.acc: 94.4693, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1122, s2.loss_cls: 0.0385, s2.acc: 94.3789, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0527, loss: 1.1013 2024-04-02 22:33:10,149 - mmdet - INFO - Epoch [14][5950/7330] lr: 4.612e-06, eta: 2 days, 20:20:00, time: 1.513, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1646, s0.acc: 94.2581, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2251, s1.loss_cls: 0.0806, s1.acc: 94.3739, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1113, s2.loss_cls: 0.0397, s2.acc: 94.2737, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0521, loss: 1.1004 2024-04-02 22:34:26,744 - mmdet - INFO - Epoch [14][6000/7330] lr: 4.612e-06, eta: 2 days, 20:18:46, time: 1.532, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1589, s0.acc: 94.5474, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2191, s1.loss_cls: 0.0762, s1.acc: 94.6436, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1066, s2.loss_cls: 0.0380, s2.acc: 94.4731, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0501, loss: 1.0597 2024-04-02 22:35:45,323 - mmdet - INFO - Epoch [14][6050/7330] lr: 4.612e-06, eta: 2 days, 20:17:35, time: 1.572, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1758, s0.acc: 93.8755, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2304, s1.loss_cls: 0.0853, s1.acc: 93.9081, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1136, s2.loss_cls: 0.0428, s2.acc: 93.7847, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0533, loss: 1.1576 2024-04-02 22:37:00,789 - mmdet - INFO - Epoch [14][6100/7330] lr: 4.612e-06, eta: 2 days, 20:16:19, time: 1.509, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1643, s0.acc: 94.3274, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2252, s1.loss_cls: 0.0778, s1.acc: 94.4784, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1120, s2.loss_cls: 0.0394, s2.acc: 94.1686, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0531, loss: 1.1015 2024-04-02 22:38:20,875 - mmdet - INFO - Epoch [14][6150/7330] lr: 4.612e-06, eta: 2 days, 20:15:11, time: 1.601, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1710, s0.acc: 94.2283, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2300, s1.loss_cls: 0.0817, s1.acc: 94.3530, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1139, s2.loss_cls: 0.0406, s2.acc: 94.1988, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0533, loss: 1.1260 2024-04-02 22:39:37,394 - mmdet - INFO - Epoch [14][6200/7330] lr: 4.612e-06, eta: 2 days, 20:13:56, time: 1.531, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1671, s0.acc: 94.2146, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2373, s1.loss_cls: 0.0794, s1.acc: 94.4211, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1162, s2.loss_cls: 0.0397, s2.acc: 94.1732, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0542, loss: 1.1293 2024-04-02 22:40:53,702 - mmdet - INFO - Epoch [14][6250/7330] lr: 4.612e-06, eta: 2 days, 20:12:42, time: 1.526, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1675, s0.acc: 94.2607, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2318, s1.loss_cls: 0.0800, s1.acc: 94.3812, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1134, s2.loss_cls: 0.0406, s2.acc: 93.9921, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0534, loss: 1.1265 2024-04-02 22:42:11,327 - mmdet - INFO - Epoch [14][6300/7330] lr: 4.612e-06, eta: 2 days, 20:11:29, time: 1.552, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1670, s0.acc: 94.2512, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2287, s1.loss_cls: 0.0795, s1.acc: 94.4052, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1124, s2.loss_cls: 0.0397, s2.acc: 94.1163, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0527, loss: 1.1158 2024-04-02 22:43:30,061 - mmdet - INFO - Epoch [14][6350/7330] lr: 4.612e-06, eta: 2 days, 20:10:19, time: 1.575, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1738, s0.acc: 93.9604, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2275, s1.loss_cls: 0.0833, s1.acc: 94.0141, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1127, s2.loss_cls: 0.0417, s2.acc: 93.7943, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0531, loss: 1.1552 2024-04-02 22:44:46,375 - mmdet - INFO - Epoch [14][6400/7330] lr: 4.612e-06, eta: 2 days, 20:09:04, time: 1.526, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1680, s0.acc: 94.1843, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2265, s1.loss_cls: 0.0797, s1.acc: 94.2588, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1104, s2.loss_cls: 0.0395, s2.acc: 94.1535, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0518, loss: 1.1128 2024-04-02 22:46:04,786 - mmdet - INFO - Epoch [14][6450/7330] lr: 4.612e-06, eta: 2 days, 20:07:53, time: 1.568, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1598, s0.acc: 94.4922, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2294, s1.loss_cls: 0.0773, s1.acc: 94.5130, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1136, s2.loss_cls: 0.0389, s2.acc: 94.4280, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0531, loss: 1.0849 2024-04-02 22:47:19,040 - mmdet - INFO - Epoch [14][6500/7330] lr: 4.612e-06, eta: 2 days, 20:06:35, time: 1.485, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1626, s0.acc: 94.4292, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2319, s1.loss_cls: 0.0769, s1.acc: 94.5632, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1143, s2.loss_cls: 0.0385, s2.acc: 94.3562, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0542, loss: 1.1034 2024-04-02 22:48:32,590 - mmdet - INFO - Epoch [14][6550/7330] lr: 4.612e-06, eta: 2 days, 20:05:16, time: 1.471, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1583, s0.acc: 94.6106, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2245, s1.loss_cls: 0.0744, s1.acc: 94.7863, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1110, s2.loss_cls: 0.0374, s2.acc: 94.6378, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0522, loss: 1.0798 2024-04-02 22:49:49,123 - mmdet - INFO - Epoch [14][6600/7330] lr: 4.612e-06, eta: 2 days, 20:04:02, time: 1.531, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1602, s0.acc: 94.4160, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2284, s1.loss_cls: 0.0767, s1.acc: 94.5384, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1127, s2.loss_cls: 0.0380, s2.acc: 94.3849, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0527, loss: 1.0930 2024-04-02 22:51:05,787 - mmdet - INFO - Epoch [14][6650/7330] lr: 4.612e-06, eta: 2 days, 20:02:48, time: 1.533, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1633, s0.acc: 94.3164, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2276, s1.loss_cls: 0.0774, s1.acc: 94.4606, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1116, s2.loss_cls: 0.0389, s2.acc: 94.1672, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0527, loss: 1.0956 2024-04-02 22:52:23,251 - mmdet - INFO - Epoch [14][6700/7330] lr: 4.612e-06, eta: 2 days, 20:01:35, time: 1.549, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1673, s0.acc: 94.1636, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2291, s1.loss_cls: 0.0809, s1.acc: 94.1836, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1128, s2.loss_cls: 0.0403, s2.acc: 94.0747, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0535, loss: 1.1159 2024-04-02 22:53:40,224 - mmdet - INFO - Epoch [14][6750/7330] lr: 4.612e-06, eta: 2 days, 20:00:22, time: 1.540, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1706, s0.acc: 94.0842, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2269, s1.loss_cls: 0.0813, s1.acc: 94.2750, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1108, s2.loss_cls: 0.0399, s2.acc: 94.1941, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0518, loss: 1.1274 2024-04-02 22:54:55,024 - mmdet - INFO - Epoch [14][6800/7330] lr: 4.612e-06, eta: 2 days, 19:59:05, time: 1.496, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1738, s0.acc: 93.8518, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2350, s1.loss_cls: 0.0821, s1.acc: 94.0942, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1145, s2.loss_cls: 0.0408, s2.acc: 93.9982, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0536, loss: 1.1555 2024-04-02 22:56:16,531 - mmdet - INFO - Epoch [14][6850/7330] lr: 4.612e-06, eta: 2 days, 19:57:58, time: 1.631, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1585, s0.acc: 94.4968, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2282, s1.loss_cls: 0.0772, s1.acc: 94.5216, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1119, s2.loss_cls: 0.0386, s2.acc: 94.3634, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0528, loss: 1.0877 2024-04-02 22:57:33,876 - mmdet - INFO - Epoch [14][6900/7330] lr: 4.612e-06, eta: 2 days, 19:56:46, time: 1.547, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1607, s0.acc: 94.4832, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2272, s1.loss_cls: 0.0781, s1.acc: 94.5353, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1122, s2.loss_cls: 0.0392, s2.acc: 94.2794, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0529, loss: 1.0746 2024-04-02 22:58:50,033 - mmdet - INFO - Epoch [14][6950/7330] lr: 4.612e-06, eta: 2 days, 19:55:31, time: 1.523, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1476, s0.acc: 94.8650, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2231, s1.loss_cls: 0.0716, s1.acc: 94.9346, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1121, s2.loss_cls: 0.0359, s2.acc: 94.7260, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0526, loss: 1.0509 2024-04-02 23:00:05,668 - mmdet - INFO - Epoch [14][7000/7330] lr: 4.612e-06, eta: 2 days, 19:54:15, time: 1.513, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1675, s0.acc: 94.1497, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2303, s1.loss_cls: 0.0799, s1.acc: 94.2665, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1137, s2.loss_cls: 0.0400, s2.acc: 94.0800, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0535, loss: 1.1246 2024-04-02 23:01:18,927 - mmdet - INFO - Epoch [14][7050/7330] lr: 4.612e-06, eta: 2 days, 19:52:56, time: 1.465, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1737, s0.acc: 93.9951, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2332, s1.loss_cls: 0.0834, s1.acc: 94.1525, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1152, s2.loss_cls: 0.0422, s2.acc: 93.9069, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0537, loss: 1.1455 2024-04-02 23:02:31,766 - mmdet - INFO - Epoch [14][7100/7330] lr: 4.612e-06, eta: 2 days, 19:51:36, time: 1.457, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1663, s0.acc: 94.2039, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2321, s1.loss_cls: 0.0806, s1.acc: 94.1949, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1143, s2.loss_cls: 0.0402, s2.acc: 94.0868, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0536, loss: 1.1286 2024-04-02 23:03:49,059 - mmdet - INFO - Epoch [14][7150/7330] lr: 4.612e-06, eta: 2 days, 19:50:23, time: 1.546, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1651, s0.acc: 94.3940, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2262, s1.loss_cls: 0.0798, s1.acc: 94.4680, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1120, s2.loss_cls: 0.0396, s2.acc: 94.3447, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0530, loss: 1.1044 2024-04-02 23:05:04,865 - mmdet - INFO - Epoch [14][7200/7330] lr: 4.612e-06, eta: 2 days, 19:49:07, time: 1.516, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1683, s0.acc: 94.2471, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2288, s1.loss_cls: 0.0812, s1.acc: 94.2363, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1134, s2.loss_cls: 0.0403, s2.acc: 94.1022, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0539, loss: 1.1173 2024-04-02 23:06:22,967 - mmdet - INFO - Epoch [14][7250/7330] lr: 4.612e-06, eta: 2 days, 19:47:55, time: 1.562, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1613, s0.acc: 94.3916, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2266, s1.loss_cls: 0.0775, s1.acc: 94.4408, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1122, s2.loss_cls: 0.0387, s2.acc: 94.3541, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0529, loss: 1.0969 2024-04-02 23:07:39,710 - mmdet - INFO - Epoch [14][7300/7330] lr: 4.612e-06, eta: 2 days, 19:46:42, time: 1.535, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1540, s0.acc: 94.6719, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2256, s1.loss_cls: 0.0736, s1.acc: 94.7778, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1113, s2.loss_cls: 0.0367, s2.acc: 94.6285, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0528, loss: 1.0753 2024-04-02 23:08:26,571 - mmdet - INFO - Saving checkpoint at 14 epochs 2024-04-02 23:16:23,743 - mmdet - INFO - Evaluating bbox... 2024-04-02 23:17:08,783 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.498 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.684 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.544 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.323 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.543 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.634 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.634 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.634 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 ] = 0.676 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.772 2024-04-02 23:17:08,784 - mmdet - INFO - Evaluating segm... 2024-04-02 23:17:54,487 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.432 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.657 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.466 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 ] = 0.470 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 ] = 0.554 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 ] = 0.368 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 ] = 0.701 2024-04-02 23:17:55,127 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-02 23:17:55,129 - mmdet - INFO - Epoch(val) [14][1250] bbox_mAP: 0.4980, bbox_mAP_50: 0.6840, bbox_mAP_75: 0.5440, bbox_mAP_s: 0.3230, bbox_mAP_m: 0.5430, bbox_mAP_l: 0.6370, bbox_mAP_copypaste: 0.498 0.684 0.544 0.323 0.543 0.637, segm_mAP: 0.4320, segm_mAP_50: 0.6570, segm_mAP_75: 0.4660, segm_mAP_s: 0.2320, segm_mAP_m: 0.4700, segm_mAP_l: 0.6070, segm_mAP_copypaste: 0.432 0.657 0.466 0.232 0.470 0.607 2024-04-02 23:19:13,904 - mmdet - INFO - Epoch [15][50/7330] lr: 4.612e-06, eta: 2 days, 19:43:34, time: 1.575, data_time: 0.104, memory: 29633, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1538, s0.acc: 94.6697, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2257, s1.loss_cls: 0.0734, s1.acc: 94.8527, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1120, s2.loss_cls: 0.0367, s2.acc: 94.7795, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0526, loss: 1.0668 2024-04-02 23:20:28,123 - mmdet - INFO - Epoch [15][100/7330] lr: 4.612e-06, eta: 2 days, 19:42:16, time: 1.484, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1562, s0.acc: 94.5466, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2240, s1.loss_cls: 0.0751, s1.acc: 94.5732, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1101, s2.loss_cls: 0.0377, s2.acc: 94.2841, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0522, loss: 1.0753 2024-04-02 23:21:42,456 - mmdet - INFO - Epoch [15][150/7330] lr: 4.612e-06, eta: 2 days, 19:40:59, time: 1.487, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1555, s0.acc: 94.6250, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2273, s1.loss_cls: 0.0736, s1.acc: 94.8775, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1113, s2.loss_cls: 0.0366, s2.acc: 94.7720, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0527, loss: 1.0698 2024-04-02 23:22:53,510 - mmdet - INFO - Epoch [15][200/7330] lr: 4.612e-06, eta: 2 days, 19:39:36, time: 1.421, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1547, s0.acc: 94.5957, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2277, s1.loss_cls: 0.0748, s1.acc: 94.6471, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1124, s2.loss_cls: 0.0372, s2.acc: 94.4691, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0532, loss: 1.0809 2024-04-02 23:24:08,992 - mmdet - INFO - Epoch [15][250/7330] lr: 4.612e-06, eta: 2 days, 19:38:20, time: 1.510, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1550, s0.acc: 94.5312, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2270, s1.loss_cls: 0.0744, s1.acc: 94.5237, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1122, s2.loss_cls: 0.0380, s2.acc: 94.3137, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0527, loss: 1.0851 2024-04-02 23:25:25,425 - mmdet - INFO - Epoch [15][300/7330] lr: 4.612e-06, eta: 2 days, 19:37:06, time: 1.529, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1613, s0.acc: 94.3628, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2298, s1.loss_cls: 0.0775, s1.acc: 94.4623, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1130, s2.loss_cls: 0.0386, s2.acc: 94.3253, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0534, loss: 1.0986 2024-04-02 23:26:40,384 - mmdet - INFO - Epoch [15][350/7330] lr: 4.612e-06, eta: 2 days, 19:35:49, time: 1.499, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1696, s0.acc: 94.0654, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2252, s1.loss_cls: 0.0822, s1.acc: 94.1658, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1109, s2.loss_cls: 0.0412, s2.acc: 93.9618, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0522, loss: 1.1250 2024-04-02 23:27:58,261 - mmdet - INFO - Epoch [15][400/7330] lr: 4.612e-06, eta: 2 days, 19:34:37, time: 1.558, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1556, s0.acc: 94.4900, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2245, s1.loss_cls: 0.0733, s1.acc: 94.6953, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1117, s2.loss_cls: 0.0368, s2.acc: 94.5256, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0527, loss: 1.0812 2024-04-02 23:29:12,663 - mmdet - INFO - Epoch [15][450/7330] lr: 4.612e-06, eta: 2 days, 19:33:19, time: 1.488, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1693, s0.acc: 94.1643, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2284, s1.loss_cls: 0.0806, s1.acc: 94.3117, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1137, s2.loss_cls: 0.0399, s2.acc: 94.2923, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0537, loss: 1.1233 2024-04-02 23:30:28,657 - mmdet - INFO - Epoch [15][500/7330] lr: 4.612e-06, eta: 2 days, 19:32:04, time: 1.520, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1533, s0.acc: 94.6479, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2221, s1.loss_cls: 0.0722, s1.acc: 94.8543, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1106, s2.loss_cls: 0.0365, s2.acc: 94.6615, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0522, loss: 1.0735 2024-04-02 23:31:46,459 - mmdet - INFO - Epoch [15][550/7330] lr: 4.612e-06, eta: 2 days, 19:30:52, time: 1.556, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1590, s0.acc: 94.4980, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2231, s1.loss_cls: 0.0747, s1.acc: 94.7017, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1102, s2.loss_cls: 0.0374, s2.acc: 94.5371, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0516, loss: 1.0764 2024-04-02 23:33:01,501 - mmdet - INFO - Epoch [15][600/7330] lr: 4.612e-06, eta: 2 days, 19:29:36, time: 1.501, data_time: 0.045, memory: 29633, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1510, s0.acc: 94.7029, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2220, s1.loss_cls: 0.0716, s1.acc: 94.8528, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1102, s2.loss_cls: 0.0364, s2.acc: 94.6361, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0519, loss: 1.0515 2024-04-02 23:34:18,496 - mmdet - INFO - Epoch [15][650/7330] lr: 4.612e-06, eta: 2 days, 19:28:22, time: 1.540, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1657, s0.acc: 94.1794, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2237, s1.loss_cls: 0.0786, s1.acc: 94.2600, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1107, s2.loss_cls: 0.0398, s2.acc: 94.1703, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0524, loss: 1.1060 2024-04-02 23:35:37,937 - mmdet - INFO - Epoch [15][700/7330] lr: 4.612e-06, eta: 2 days, 19:27:13, time: 1.589, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1607, s0.acc: 94.4282, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2273, s1.loss_cls: 0.0768, s1.acc: 94.4732, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1130, s2.loss_cls: 0.0389, s2.acc: 94.1848, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0532, loss: 1.1055 2024-04-02 23:36:59,385 - mmdet - INFO - Epoch [15][750/7330] lr: 4.612e-06, eta: 2 days, 19:26:06, time: 1.629, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1566, s0.acc: 94.3796, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2266, s1.loss_cls: 0.0753, s1.acc: 94.5270, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1116, s2.loss_cls: 0.0377, s2.acc: 94.3471, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0525, loss: 1.1042 2024-04-02 23:38:17,367 - mmdet - INFO - Epoch [15][800/7330] lr: 4.612e-06, eta: 2 days, 19:24:54, time: 1.560, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1592, s0.acc: 94.3914, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2301, s1.loss_cls: 0.0765, s1.acc: 94.4982, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1132, s2.loss_cls: 0.0382, s2.acc: 94.3696, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0533, loss: 1.1025 2024-04-02 23:39:37,598 - mmdet - INFO - Epoch [15][850/7330] lr: 4.612e-06, eta: 2 days, 19:23:45, time: 1.605, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1634, s0.acc: 94.2888, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2353, s1.loss_cls: 0.0793, s1.acc: 94.2863, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1156, s2.loss_cls: 0.0398, s2.acc: 94.1094, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0542, loss: 1.1254 2024-04-02 23:40:54,936 - mmdet - INFO - Epoch [15][900/7330] lr: 4.612e-06, eta: 2 days, 19:22:33, time: 1.547, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1507, s0.acc: 94.6685, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2262, s1.loss_cls: 0.0721, s1.acc: 94.8293, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1116, s2.loss_cls: 0.0361, s2.acc: 94.6646, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0527, loss: 1.0640 2024-04-02 23:42:10,138 - mmdet - INFO - Epoch [15][950/7330] lr: 4.612e-06, eta: 2 days, 19:21:16, time: 1.504, data_time: 0.046, memory: 29633, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1539, s0.acc: 94.6184, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2253, s1.loss_cls: 0.0739, s1.acc: 94.6725, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1120, s2.loss_cls: 0.0370, s2.acc: 94.4792, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0531, loss: 1.0716 2024-04-02 23:43:23,452 - mmdet - INFO - Epoch [15][1000/7330] lr: 4.612e-06, eta: 2 days, 19:19:57, time: 1.466, data_time: 0.047, memory: 29633, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1546, s0.acc: 94.7815, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2220, s1.loss_cls: 0.0741, s1.acc: 94.8306, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1096, s2.loss_cls: 0.0373, s2.acc: 94.6622, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0514, loss: 1.0633 2024-04-02 23:44:37,139 - mmdet - INFO - Epoch [15][1050/7330] lr: 4.612e-06, eta: 2 days, 19:18:38, time: 1.474, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1549, s0.acc: 94.5027, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2262, s1.loss_cls: 0.0746, s1.acc: 94.5480, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1108, s2.loss_cls: 0.0371, s2.acc: 94.4416, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0524, loss: 1.0784 2024-04-02 23:45:53,645 - mmdet - INFO - Epoch [15][1100/7330] lr: 4.612e-06, eta: 2 days, 19:17:24, time: 1.530, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1718, s0.acc: 94.0947, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2287, s1.loss_cls: 0.0805, s1.acc: 94.2950, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1134, s2.loss_cls: 0.0401, s2.acc: 94.1353, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0534, loss: 1.1409 2024-04-02 23:47:11,091 - mmdet - INFO - Epoch [15][1150/7330] lr: 4.612e-06, eta: 2 days, 19:16:11, time: 1.549, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1616, s0.acc: 94.3835, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2217, s1.loss_cls: 0.0773, s1.acc: 94.5006, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1100, s2.loss_cls: 0.0391, s2.acc: 94.2754, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0520, loss: 1.0966 2024-04-02 23:48:28,091 - mmdet - INFO - Epoch [15][1200/7330] lr: 4.612e-06, eta: 2 days, 19:14:58, time: 1.540, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1636, s0.acc: 94.4409, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2238, s1.loss_cls: 0.0766, s1.acc: 94.6467, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1111, s2.loss_cls: 0.0382, s2.acc: 94.4676, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0520, loss: 1.0955 2024-04-02 23:49:45,740 - mmdet - INFO - Epoch [15][1250/7330] lr: 4.612e-06, eta: 2 days, 19:13:45, time: 1.553, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1696, s0.acc: 94.2563, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2302, s1.loss_cls: 0.0813, s1.acc: 94.2116, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1128, s2.loss_cls: 0.0409, s2.acc: 94.1295, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0528, loss: 1.1278 2024-04-02 23:51:00,080 - mmdet - INFO - Epoch [15][1300/7330] lr: 4.612e-06, eta: 2 days, 19:12:28, time: 1.487, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1563, s0.acc: 94.6252, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2216, s1.loss_cls: 0.0747, s1.acc: 94.7007, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1089, s2.loss_cls: 0.0372, s2.acc: 94.5409, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0513, loss: 1.0618 2024-04-02 23:52:16,002 - mmdet - INFO - Epoch [15][1350/7330] lr: 4.612e-06, eta: 2 days, 19:11:12, time: 1.518, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1567, s0.acc: 94.4971, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2259, s1.loss_cls: 0.0749, s1.acc: 94.6325, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1117, s2.loss_cls: 0.0375, s2.acc: 94.4988, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0529, loss: 1.0801 2024-04-02 23:53:33,302 - mmdet - INFO - Epoch [15][1400/7330] lr: 4.612e-06, eta: 2 days, 19:09:59, time: 1.546, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1658, s0.acc: 94.1045, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2262, s1.loss_cls: 0.0788, s1.acc: 94.2822, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1124, s2.loss_cls: 0.0395, s2.acc: 94.0601, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0530, loss: 1.1150 2024-04-02 23:54:47,722 - mmdet - INFO - Epoch [15][1450/7330] lr: 4.612e-06, eta: 2 days, 19:08:42, time: 1.488, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1653, s0.acc: 94.1750, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2282, s1.loss_cls: 0.0789, s1.acc: 94.2263, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1138, s2.loss_cls: 0.0392, s2.acc: 94.1049, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0537, loss: 1.1213 2024-04-02 23:56:01,723 - mmdet - INFO - Epoch [15][1500/7330] lr: 4.612e-06, eta: 2 days, 19:07:24, time: 1.480, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1568, s0.acc: 94.5923, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2231, s1.loss_cls: 0.0742, s1.acc: 94.7218, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1105, s2.loss_cls: 0.0372, s2.acc: 94.6114, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0521, loss: 1.0752 2024-04-02 23:57:16,641 - mmdet - INFO - Epoch [15][1550/7330] lr: 4.612e-06, eta: 2 days, 19:06:07, time: 1.498, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1655, s0.acc: 94.2737, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2304, s1.loss_cls: 0.0787, s1.acc: 94.3539, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1140, s2.loss_cls: 0.0393, s2.acc: 94.1437, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0541, loss: 1.1143 2024-04-02 23:58:32,006 - mmdet - INFO - Epoch [15][1600/7330] lr: 4.612e-06, eta: 2 days, 19:04:51, time: 1.507, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1624, s0.acc: 94.4111, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2296, s1.loss_cls: 0.0770, s1.acc: 94.5695, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1125, s2.loss_cls: 0.0379, s2.acc: 94.4010, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0529, loss: 1.0961 2024-04-02 23:59:51,585 - mmdet - INFO - Epoch [15][1650/7330] lr: 4.612e-06, eta: 2 days, 19:03:42, time: 1.592, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1537, s0.acc: 94.4812, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2288, s1.loss_cls: 0.0742, s1.acc: 94.5925, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1127, s2.loss_cls: 0.0369, s2.acc: 94.4948, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0528, loss: 1.0786 2024-04-03 00:01:10,990 - mmdet - INFO - Epoch [15][1700/7330] lr: 4.612e-06, eta: 2 days, 19:02:32, time: 1.588, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1689, s0.acc: 94.1030, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2327, s1.loss_cls: 0.0810, s1.acc: 94.2284, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1153, s2.loss_cls: 0.0399, s2.acc: 94.0527, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0540, loss: 1.1317 2024-04-03 00:02:23,649 - mmdet - INFO - Epoch [15][1750/7330] lr: 4.612e-06, eta: 2 days, 19:01:11, time: 1.453, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1679, s0.acc: 94.1797, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2352, s1.loss_cls: 0.0804, s1.acc: 94.3284, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1162, s2.loss_cls: 0.0400, s2.acc: 94.3244, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0545, loss: 1.1446 2024-04-03 00:03:42,381 - mmdet - INFO - Epoch [15][1800/7330] lr: 4.612e-06, eta: 2 days, 19:00:01, time: 1.574, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1704, s0.acc: 94.0764, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2288, s1.loss_cls: 0.0812, s1.acc: 94.3042, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1117, s2.loss_cls: 0.0402, s2.acc: 94.0643, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0525, loss: 1.1233 2024-04-03 00:04:56,222 - mmdet - INFO - Epoch [15][1850/7330] lr: 4.612e-06, eta: 2 days, 18:58:42, time: 1.477, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1636, s0.acc: 94.2285, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2295, s1.loss_cls: 0.0786, s1.acc: 94.3411, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1120, s2.loss_cls: 0.0391, s2.acc: 94.2757, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0523, loss: 1.1095 2024-04-03 00:06:15,598 - mmdet - INFO - Epoch [15][1900/7330] lr: 4.612e-06, eta: 2 days, 18:57:32, time: 1.588, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1663, s0.acc: 94.1499, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2345, s1.loss_cls: 0.0798, s1.acc: 94.2072, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1152, s2.loss_cls: 0.0402, s2.acc: 93.9865, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0547, loss: 1.1294 2024-04-03 00:07:34,740 - mmdet - INFO - Epoch [15][1950/7330] lr: 4.612e-06, eta: 2 days, 18:56:22, time: 1.582, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1538, s0.acc: 94.5723, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2239, s1.loss_cls: 0.0729, s1.acc: 94.7284, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1107, s2.loss_cls: 0.0369, s2.acc: 94.5704, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0522, loss: 1.0714 2024-04-03 00:08:48,841 - mmdet - INFO - Epoch [15][2000/7330] lr: 4.612e-06, eta: 2 days, 18:55:04, time: 1.482, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1540, s0.acc: 94.6287, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2278, s1.loss_cls: 0.0737, s1.acc: 94.7610, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1124, s2.loss_cls: 0.0371, s2.acc: 94.4995, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0533, loss: 1.0786 2024-04-03 00:10:10,614 - mmdet - INFO - Epoch [15][2050/7330] lr: 4.612e-06, eta: 2 days, 18:53:58, time: 1.635, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1579, s0.acc: 94.4238, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2243, s1.loss_cls: 0.0767, s1.acc: 94.5193, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1104, s2.loss_cls: 0.0389, s2.acc: 94.2709, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0524, loss: 1.0852 2024-04-03 00:11:25,460 - mmdet - INFO - Epoch [15][2100/7330] lr: 4.612e-06, eta: 2 days, 18:52:41, time: 1.497, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1567, s0.acc: 94.4792, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2280, s1.loss_cls: 0.0750, s1.acc: 94.5627, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1122, s2.loss_cls: 0.0380, s2.acc: 94.3942, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0529, loss: 1.0889 2024-04-03 00:12:42,880 - mmdet - INFO - Epoch [15][2150/7330] lr: 4.612e-06, eta: 2 days, 18:51:28, time: 1.548, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1576, s0.acc: 94.5886, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2279, s1.loss_cls: 0.0753, s1.acc: 94.7493, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1127, s2.loss_cls: 0.0380, s2.acc: 94.4398, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0534, loss: 1.0801 2024-04-03 00:13:58,198 - mmdet - INFO - Epoch [15][2200/7330] lr: 4.612e-06, eta: 2 days, 18:50:12, time: 1.506, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1609, s0.acc: 94.5193, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2241, s1.loss_cls: 0.0768, s1.acc: 94.6341, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1110, s2.loss_cls: 0.0381, s2.acc: 94.5139, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0525, loss: 1.0834 2024-04-03 00:15:13,949 - mmdet - INFO - Epoch [15][2250/7330] lr: 4.612e-06, eta: 2 days, 18:48:56, time: 1.515, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1637, s0.acc: 94.1846, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2288, s1.loss_cls: 0.0793, s1.acc: 94.3026, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1124, s2.loss_cls: 0.0396, s2.acc: 94.2043, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0527, loss: 1.1172 2024-04-03 00:16:29,927 - mmdet - INFO - Epoch [15][2300/7330] lr: 4.612e-06, eta: 2 days, 18:47:41, time: 1.520, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1609, s0.acc: 94.4697, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2229, s1.loss_cls: 0.0776, s1.acc: 94.5353, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1109, s2.loss_cls: 0.0389, s2.acc: 94.2611, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0524, loss: 1.0862 2024-04-03 00:17:45,586 - mmdet - INFO - Epoch [15][2350/7330] lr: 4.612e-06, eta: 2 days, 18:46:26, time: 1.513, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1512, s0.acc: 94.6455, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2225, s1.loss_cls: 0.0716, s1.acc: 94.8203, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1109, s2.loss_cls: 0.0361, s2.acc: 94.6866, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0525, loss: 1.0603 2024-04-03 00:19:01,357 - mmdet - INFO - Epoch [15][2400/7330] lr: 4.612e-06, eta: 2 days, 18:45:10, time: 1.515, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1543, s0.acc: 94.6028, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2260, s1.loss_cls: 0.0743, s1.acc: 94.6583, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1109, s2.loss_cls: 0.0371, s2.acc: 94.4635, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0518, loss: 1.0673 2024-04-03 00:20:16,781 - mmdet - INFO - Epoch [15][2450/7330] lr: 4.612e-06, eta: 2 days, 18:43:54, time: 1.509, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1579, s0.acc: 94.5964, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2253, s1.loss_cls: 0.0742, s1.acc: 94.8136, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1114, s2.loss_cls: 0.0359, s2.acc: 94.8111, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0529, loss: 1.0750 2024-04-03 00:21:32,494 - mmdet - INFO - Epoch [15][2500/7330] lr: 4.612e-06, eta: 2 days, 18:42:39, time: 1.514, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1662, s0.acc: 94.3213, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2281, s1.loss_cls: 0.0792, s1.acc: 94.4432, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1124, s2.loss_cls: 0.0393, s2.acc: 94.2698, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0527, loss: 1.1037 2024-04-03 00:22:51,422 - mmdet - INFO - Epoch [15][2550/7330] lr: 4.612e-06, eta: 2 days, 18:41:28, time: 1.578, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1675, s0.acc: 94.2117, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2280, s1.loss_cls: 0.0799, s1.acc: 94.3900, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1123, s2.loss_cls: 0.0402, s2.acc: 94.1471, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0525, loss: 1.1156 2024-04-03 00:24:08,377 - mmdet - INFO - Epoch [15][2600/7330] lr: 4.612e-06, eta: 2 days, 18:40:14, time: 1.539, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1559, s0.acc: 94.5530, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2214, s1.loss_cls: 0.0741, s1.acc: 94.6181, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1100, s2.loss_cls: 0.0378, s2.acc: 94.3968, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0522, loss: 1.0659 2024-04-03 00:25:25,537 - mmdet - INFO - Epoch [15][2650/7330] lr: 4.612e-06, eta: 2 days, 18:39:01, time: 1.543, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1640, s0.acc: 94.3789, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2290, s1.loss_cls: 0.0789, s1.acc: 94.4351, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1127, s2.loss_cls: 0.0388, s2.acc: 94.3720, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0534, loss: 1.0906 2024-04-03 00:26:41,455 - mmdet - INFO - Epoch [15][2700/7330] lr: 4.612e-06, eta: 2 days, 18:37:46, time: 1.518, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1571, s0.acc: 94.5920, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2196, s1.loss_cls: 0.0746, s1.acc: 94.7456, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1085, s2.loss_cls: 0.0374, s2.acc: 94.6131, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0514, loss: 1.0647 2024-04-03 00:27:56,551 - mmdet - INFO - Epoch [15][2750/7330] lr: 4.612e-06, eta: 2 days, 18:36:29, time: 1.501, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1580, s0.acc: 94.5166, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2279, s1.loss_cls: 0.0750, s1.acc: 94.6421, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1124, s2.loss_cls: 0.0372, s2.acc: 94.6112, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0529, loss: 1.0880 2024-04-03 00:29:15,821 - mmdet - INFO - Epoch [15][2800/7330] lr: 4.612e-06, eta: 2 days, 18:35:19, time: 1.586, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1573, s0.acc: 94.5242, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2249, s1.loss_cls: 0.0754, s1.acc: 94.6063, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1116, s2.loss_cls: 0.0378, s2.acc: 94.3868, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0522, loss: 1.0817 2024-04-03 00:30:32,421 - mmdet - INFO - Epoch [15][2850/7330] lr: 4.612e-06, eta: 2 days, 18:34:05, time: 1.532, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1642, s0.acc: 94.4099, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2228, s1.loss_cls: 0.0788, s1.acc: 94.5781, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1107, s2.loss_cls: 0.0393, s2.acc: 94.3781, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0525, loss: 1.0938 2024-04-03 00:31:53,289 - mmdet - INFO - Epoch [15][2900/7330] lr: 4.612e-06, eta: 2 days, 18:32:57, time: 1.617, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1553, s0.acc: 94.5105, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2266, s1.loss_cls: 0.0746, s1.acc: 94.5943, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1128, s2.loss_cls: 0.0376, s2.acc: 94.3921, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0531, loss: 1.0798 2024-04-03 00:33:11,433 - mmdet - INFO - Epoch [15][2950/7330] lr: 4.612e-06, eta: 2 days, 18:31:45, time: 1.563, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1635, s0.acc: 94.3940, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2274, s1.loss_cls: 0.0778, s1.acc: 94.5417, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1123, s2.loss_cls: 0.0388, s2.acc: 94.3963, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0529, loss: 1.1022 2024-04-03 00:34:29,766 - mmdet - INFO - Epoch [15][3000/7330] lr: 4.612e-06, eta: 2 days, 18:30:34, time: 1.566, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1728, s0.acc: 94.0288, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2267, s1.loss_cls: 0.0824, s1.acc: 94.1925, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1110, s2.loss_cls: 0.0412, s2.acc: 93.9892, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0524, loss: 1.1289 2024-04-03 00:35:47,811 - mmdet - INFO - Epoch [15][3050/7330] lr: 4.612e-06, eta: 2 days, 18:29:22, time: 1.561, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1609, s0.acc: 94.4146, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2205, s1.loss_cls: 0.0770, s1.acc: 94.5656, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1091, s2.loss_cls: 0.0380, s2.acc: 94.5870, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0518, loss: 1.0846 2024-04-03 00:37:04,950 - mmdet - INFO - Epoch [15][3100/7330] lr: 4.612e-06, eta: 2 days, 18:28:08, time: 1.543, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1564, s0.acc: 94.6355, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2180, s1.loss_cls: 0.0754, s1.acc: 94.7111, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1074, s2.loss_cls: 0.0375, s2.acc: 94.6143, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0509, loss: 1.0594 2024-04-03 00:38:22,640 - mmdet - INFO - Epoch [15][3150/7330] lr: 4.612e-06, eta: 2 days, 18:26:56, time: 1.554, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1630, s0.acc: 94.3191, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2256, s1.loss_cls: 0.0761, s1.acc: 94.5662, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1108, s2.loss_cls: 0.0380, s2.acc: 94.4565, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0518, loss: 1.0980 2024-04-03 00:39:38,392 - mmdet - INFO - Epoch [15][3200/7330] lr: 4.612e-06, eta: 2 days, 18:25:40, time: 1.515, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1624, s0.acc: 94.3721, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2264, s1.loss_cls: 0.0780, s1.acc: 94.5329, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1128, s2.loss_cls: 0.0393, s2.acc: 94.3543, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0534, loss: 1.1019 2024-04-03 00:40:56,541 - mmdet - INFO - Epoch [15][3250/7330] lr: 4.612e-06, eta: 2 days, 18:24:28, time: 1.563, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1628, s0.acc: 94.2827, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2247, s1.loss_cls: 0.0777, s1.acc: 94.3898, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1103, s2.loss_cls: 0.0395, s2.acc: 94.1288, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0519, loss: 1.1001 2024-04-03 00:42:13,638 - mmdet - INFO - Epoch [15][3300/7330] lr: 4.612e-06, eta: 2 days, 18:23:15, time: 1.542, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1559, s0.acc: 94.5347, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2221, s1.loss_cls: 0.0755, s1.acc: 94.5683, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1099, s2.loss_cls: 0.0379, s2.acc: 94.3626, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0522, loss: 1.0714 2024-04-03 00:43:32,248 - mmdet - INFO - Epoch [15][3350/7330] lr: 4.612e-06, eta: 2 days, 18:22:04, time: 1.572, data_time: 0.061, memory: 29633, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1679, s0.acc: 94.1863, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2356, s1.loss_cls: 0.0805, s1.acc: 94.3514, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1153, s2.loss_cls: 0.0402, s2.acc: 94.1535, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0542, loss: 1.1342 2024-04-03 00:44:49,349 - mmdet - INFO - Epoch [15][3400/7330] lr: 4.612e-06, eta: 2 days, 18:20:50, time: 1.542, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1619, s0.acc: 94.3032, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2235, s1.loss_cls: 0.0767, s1.acc: 94.4971, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1108, s2.loss_cls: 0.0379, s2.acc: 94.4051, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0524, loss: 1.0976 2024-04-03 00:46:06,306 - mmdet - INFO - Epoch [15][3450/7330] lr: 4.612e-06, eta: 2 days, 18:19:36, time: 1.539, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1588, s0.acc: 94.5095, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2213, s1.loss_cls: 0.0764, s1.acc: 94.6668, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1101, s2.loss_cls: 0.0382, s2.acc: 94.4423, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0520, loss: 1.0821 2024-04-03 00:47:19,436 - mmdet - INFO - Epoch [15][3500/7330] lr: 4.612e-06, eta: 2 days, 18:18:17, time: 1.463, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1627, s0.acc: 94.3296, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2291, s1.loss_cls: 0.0765, s1.acc: 94.5285, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1130, s2.loss_cls: 0.0377, s2.acc: 94.4071, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0530, loss: 1.1040 2024-04-03 00:48:36,303 - mmdet - INFO - Epoch [15][3550/7330] lr: 4.612e-06, eta: 2 days, 18:17:03, time: 1.537, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1557, s0.acc: 94.7039, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2231, s1.loss_cls: 0.0741, s1.acc: 94.8118, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1111, s2.loss_cls: 0.0372, s2.acc: 94.5768, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0519, loss: 1.0591 2024-04-03 00:49:53,725 - mmdet - INFO - Epoch [15][3600/7330] lr: 4.612e-06, eta: 2 days, 18:15:50, time: 1.549, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1574, s0.acc: 94.4341, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2235, s1.loss_cls: 0.0758, s1.acc: 94.5667, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1104, s2.loss_cls: 0.0374, s2.acc: 94.4635, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0516, loss: 1.0814 2024-04-03 00:51:11,077 - mmdet - INFO - Epoch [15][3650/7330] lr: 4.612e-06, eta: 2 days, 18:14:37, time: 1.547, data_time: 0.045, memory: 29633, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1638, s0.acc: 94.2419, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2332, s1.loss_cls: 0.0785, s1.acc: 94.3860, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1142, s2.loss_cls: 0.0397, s2.acc: 94.1699, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0537, loss: 1.1251 2024-04-03 00:52:25,616 - mmdet - INFO - Epoch [15][3700/7330] lr: 4.612e-06, eta: 2 days, 18:13:20, time: 1.491, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1649, s0.acc: 94.3186, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2325, s1.loss_cls: 0.0796, s1.acc: 94.3779, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1135, s2.loss_cls: 0.0398, s2.acc: 94.1993, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0529, loss: 1.1129 2024-04-03 00:53:43,617 - mmdet - INFO - Epoch [15][3750/7330] lr: 4.612e-06, eta: 2 days, 18:12:07, time: 1.560, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1669, s0.acc: 94.2490, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2301, s1.loss_cls: 0.0798, s1.acc: 94.3838, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1133, s2.loss_cls: 0.0400, s2.acc: 94.2077, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0531, loss: 1.1216 2024-04-03 00:54:55,623 - mmdet - INFO - Epoch [15][3800/7330] lr: 4.612e-06, eta: 2 days, 18:10:46, time: 1.441, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1608, s0.acc: 94.3599, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2297, s1.loss_cls: 0.0773, s1.acc: 94.4274, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1146, s2.loss_cls: 0.0391, s2.acc: 94.1882, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0544, loss: 1.1180 2024-04-03 00:56:13,103 - mmdet - INFO - Epoch [15][3850/7330] lr: 4.612e-06, eta: 2 days, 18:09:33, time: 1.550, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1590, s0.acc: 94.4561, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2266, s1.loss_cls: 0.0754, s1.acc: 94.6237, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1115, s2.loss_cls: 0.0377, s2.acc: 94.4482, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0527, loss: 1.0862 2024-04-03 00:57:29,269 - mmdet - INFO - Epoch [15][3900/7330] lr: 4.612e-06, eta: 2 days, 18:08:19, time: 1.523, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1622, s0.acc: 94.4009, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2327, s1.loss_cls: 0.0766, s1.acc: 94.5740, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1139, s2.loss_cls: 0.0379, s2.acc: 94.4589, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0537, loss: 1.1104 2024-04-03 00:58:42,453 - mmdet - INFO - Epoch [15][3950/7330] lr: 4.612e-06, eta: 2 days, 18:06:59, time: 1.464, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1584, s0.acc: 94.4900, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2258, s1.loss_cls: 0.0750, s1.acc: 94.5651, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1112, s2.loss_cls: 0.0375, s2.acc: 94.3831, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0524, loss: 1.0824 2024-04-03 00:59:59,465 - mmdet - INFO - Epoch [15][4000/7330] lr: 4.612e-06, eta: 2 days, 18:05:46, time: 1.540, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1624, s0.acc: 94.2698, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2323, s1.loss_cls: 0.0777, s1.acc: 94.3276, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1137, s2.loss_cls: 0.0384, s2.acc: 94.2687, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0535, loss: 1.1175 2024-04-03 01:01:17,157 - mmdet - INFO - Epoch [15][4050/7330] lr: 4.612e-06, eta: 2 days, 18:04:33, time: 1.554, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1676, s0.acc: 94.0720, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2304, s1.loss_cls: 0.0799, s1.acc: 94.1856, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1142, s2.loss_cls: 0.0405, s2.acc: 93.9515, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0542, loss: 1.1390 2024-04-03 01:02:39,744 - mmdet - INFO - Epoch [15][4100/7330] lr: 4.612e-06, eta: 2 days, 18:03:27, time: 1.652, data_time: 0.050, memory: 29633, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1665, s0.acc: 94.2927, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2223, s1.loss_cls: 0.0801, s1.acc: 94.3752, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1104, s2.loss_cls: 0.0401, s2.acc: 94.1436, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0520, loss: 1.0955 2024-04-03 01:03:58,182 - mmdet - INFO - Epoch [15][4150/7330] lr: 4.612e-06, eta: 2 days, 18:02:16, time: 1.569, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1636, s0.acc: 94.2510, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2261, s1.loss_cls: 0.0780, s1.acc: 94.3811, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1117, s2.loss_cls: 0.0388, s2.acc: 94.2682, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0521, loss: 1.1180 2024-04-03 01:05:11,741 - mmdet - INFO - Epoch [15][4200/7330] lr: 4.612e-06, eta: 2 days, 18:00:57, time: 1.471, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1655, s0.acc: 94.2896, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2326, s1.loss_cls: 0.0793, s1.acc: 94.4317, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1141, s2.loss_cls: 0.0399, s2.acc: 94.2269, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0533, loss: 1.1142 2024-04-03 01:06:29,740 - mmdet - INFO - Epoch [15][4250/7330] lr: 4.612e-06, eta: 2 days, 17:59:45, time: 1.560, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1669, s0.acc: 94.2979, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2228, s1.loss_cls: 0.0797, s1.acc: 94.3695, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1101, s2.loss_cls: 0.0390, s2.acc: 94.3672, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0518, loss: 1.0963 2024-04-03 01:07:45,056 - mmdet - INFO - Epoch [15][4300/7330] lr: 4.612e-06, eta: 2 days, 17:58:29, time: 1.506, data_time: 0.044, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1614, s0.acc: 94.3530, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2286, s1.loss_cls: 0.0782, s1.acc: 94.3269, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1119, s2.loss_cls: 0.0395, s2.acc: 94.1599, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0527, loss: 1.0984 2024-04-03 01:09:01,416 - mmdet - INFO - Epoch [15][4350/7330] lr: 4.612e-06, eta: 2 days, 17:57:14, time: 1.528, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1582, s0.acc: 94.4731, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2274, s1.loss_cls: 0.0754, s1.acc: 94.5834, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1128, s2.loss_cls: 0.0379, s2.acc: 94.3921, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0529, loss: 1.1012 2024-04-03 01:10:18,072 - mmdet - INFO - Epoch [15][4400/7330] lr: 4.612e-06, eta: 2 days, 17:56:00, time: 1.533, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1610, s0.acc: 94.3357, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2315, s1.loss_cls: 0.0780, s1.acc: 94.3602, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1151, s2.loss_cls: 0.0396, s2.acc: 94.2015, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0539, loss: 1.1150 2024-04-03 01:11:35,793 - mmdet - INFO - Epoch [15][4450/7330] lr: 4.612e-06, eta: 2 days, 17:54:47, time: 1.554, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1755, s0.acc: 93.8650, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2391, s1.loss_cls: 0.0845, s1.acc: 93.8162, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1181, s2.loss_cls: 0.0424, s2.acc: 93.6473, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0555, loss: 1.1812 2024-04-03 01:12:49,960 - mmdet - INFO - Epoch [15][4500/7330] lr: 4.612e-06, eta: 2 days, 17:53:29, time: 1.483, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1587, s0.acc: 94.4739, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2224, s1.loss_cls: 0.0765, s1.acc: 94.4981, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1104, s2.loss_cls: 0.0383, s2.acc: 94.3252, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.0726 2024-04-03 01:14:06,928 - mmdet - INFO - Epoch [15][4550/7330] lr: 4.612e-06, eta: 2 days, 17:52:16, time: 1.539, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1548, s0.acc: 94.4827, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2260, s1.loss_cls: 0.0740, s1.acc: 94.6007, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1125, s2.loss_cls: 0.0373, s2.acc: 94.4160, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0529, loss: 1.0919 2024-04-03 01:15:23,766 - mmdet - INFO - Epoch [15][4600/7330] lr: 4.612e-06, eta: 2 days, 17:51:02, time: 1.536, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1633, s0.acc: 94.2727, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2258, s1.loss_cls: 0.0776, s1.acc: 94.3870, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1122, s2.loss_cls: 0.0386, s2.acc: 94.2556, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0530, loss: 1.1060 2024-04-03 01:16:41,788 - mmdet - INFO - Epoch [15][4650/7330] lr: 4.612e-06, eta: 2 days, 17:49:50, time: 1.561, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1673, s0.acc: 94.2534, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2311, s1.loss_cls: 0.0799, s1.acc: 94.2626, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1129, s2.loss_cls: 0.0397, s2.acc: 94.1748, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0532, loss: 1.1194 2024-04-03 01:17:56,177 - mmdet - INFO - Epoch [15][4700/7330] lr: 4.612e-06, eta: 2 days, 17:48:32, time: 1.488, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1512, s0.acc: 94.6660, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2263, s1.loss_cls: 0.0721, s1.acc: 94.7993, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1116, s2.loss_cls: 0.0359, s2.acc: 94.6753, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0527, loss: 1.0692 2024-04-03 01:19:10,169 - mmdet - INFO - Epoch [15][4750/7330] lr: 4.612e-06, eta: 2 days, 17:47:14, time: 1.480, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1616, s0.acc: 94.3818, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2292, s1.loss_cls: 0.0765, s1.acc: 94.5650, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1129, s2.loss_cls: 0.0384, s2.acc: 94.3235, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0524, loss: 1.0971 2024-04-03 01:20:24,866 - mmdet - INFO - Epoch [15][4800/7330] lr: 4.612e-06, eta: 2 days, 17:45:57, time: 1.494, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1670, s0.acc: 94.1135, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2352, s1.loss_cls: 0.0804, s1.acc: 94.1910, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1142, s2.loss_cls: 0.0400, s2.acc: 94.1275, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0532, loss: 1.1329 2024-04-03 01:21:38,453 - mmdet - INFO - Epoch [15][4850/7330] lr: 4.612e-06, eta: 2 days, 17:44:38, time: 1.472, data_time: 0.057, memory: 29633, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1601, s0.acc: 94.3511, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2270, s1.loss_cls: 0.0772, s1.acc: 94.4385, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1123, s2.loss_cls: 0.0390, s2.acc: 94.3022, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0523, loss: 1.0971 2024-04-03 01:22:52,690 - mmdet - INFO - Epoch [15][4900/7330] lr: 4.612e-06, eta: 2 days, 17:43:20, time: 1.485, data_time: 0.060, memory: 29633, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1525, s0.acc: 94.6340, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2219, s1.loss_cls: 0.0734, s1.acc: 94.8116, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1098, s2.loss_cls: 0.0373, s2.acc: 94.5382, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0519, loss: 1.0723 2024-04-03 01:24:07,056 - mmdet - INFO - Epoch [15][4950/7330] lr: 4.612e-06, eta: 2 days, 17:42:03, time: 1.487, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1696, s0.acc: 94.0996, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2230, s1.loss_cls: 0.0817, s1.acc: 94.2447, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1095, s2.loss_cls: 0.0409, s2.acc: 94.0091, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0516, loss: 1.1218 2024-04-03 01:25:19,961 - mmdet - INFO - Epoch [15][5000/7330] lr: 4.612e-06, eta: 2 days, 17:40:43, time: 1.458, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1639, s0.acc: 94.2651, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2259, s1.loss_cls: 0.0785, s1.acc: 94.3934, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1122, s2.loss_cls: 0.0390, s2.acc: 94.2433, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0533, loss: 1.1128 2024-04-03 01:26:34,114 - mmdet - INFO - Epoch [15][5050/7330] lr: 4.612e-06, eta: 2 days, 17:39:25, time: 1.484, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1605, s0.acc: 94.3572, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2283, s1.loss_cls: 0.0757, s1.acc: 94.5281, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1117, s2.loss_cls: 0.0375, s2.acc: 94.3932, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0525, loss: 1.0896 2024-04-03 01:27:49,014 - mmdet - INFO - Epoch [15][5100/7330] lr: 4.612e-06, eta: 2 days, 17:38:09, time: 1.498, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1556, s0.acc: 94.6104, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2245, s1.loss_cls: 0.0751, s1.acc: 94.6410, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1108, s2.loss_cls: 0.0375, s2.acc: 94.5020, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0520, loss: 1.0638 2024-04-03 01:28:59,204 - mmdet - INFO - Epoch [15][5150/7330] lr: 4.612e-06, eta: 2 days, 17:36:45, time: 1.404, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1635, s0.acc: 94.3037, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2295, s1.loss_cls: 0.0782, s1.acc: 94.3887, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1142, s2.loss_cls: 0.0379, s2.acc: 94.4907, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0536, loss: 1.1066 2024-04-03 01:30:15,639 - mmdet - INFO - Epoch [15][5200/7330] lr: 4.612e-06, eta: 2 days, 17:35:31, time: 1.529, data_time: 0.058, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1640, s0.acc: 94.2764, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2265, s1.loss_cls: 0.0781, s1.acc: 94.3954, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1123, s2.loss_cls: 0.0392, s2.acc: 94.2612, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0529, loss: 1.1097 2024-04-03 01:31:28,024 - mmdet - INFO - Epoch [15][5250/7330] lr: 4.612e-06, eta: 2 days, 17:34:10, time: 1.448, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1594, s0.acc: 94.5127, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2250, s1.loss_cls: 0.0774, s1.acc: 94.5621, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1107, s2.loss_cls: 0.0390, s2.acc: 94.3295, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0522, loss: 1.0872 2024-04-03 01:32:48,648 - mmdet - INFO - Epoch [15][5300/7330] lr: 4.612e-06, eta: 2 days, 17:33:02, time: 1.612, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1551, s0.acc: 94.5671, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2264, s1.loss_cls: 0.0734, s1.acc: 94.7816, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1119, s2.loss_cls: 0.0369, s2.acc: 94.5956, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0528, loss: 1.0780 2024-04-03 01:34:04,346 - mmdet - INFO - Epoch [15][5350/7330] lr: 4.612e-06, eta: 2 days, 17:31:46, time: 1.514, data_time: 0.044, memory: 29633, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1592, s0.acc: 94.4775, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2304, s1.loss_cls: 0.0761, s1.acc: 94.5743, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1133, s2.loss_cls: 0.0380, s2.acc: 94.4536, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0532, loss: 1.0845 2024-04-03 01:35:17,215 - mmdet - INFO - Epoch [15][5400/7330] lr: 4.612e-06, eta: 2 days, 17:30:26, time: 1.457, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1620, s0.acc: 94.4707, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2273, s1.loss_cls: 0.0766, s1.acc: 94.7250, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1128, s2.loss_cls: 0.0386, s2.acc: 94.4783, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0532, loss: 1.0877 2024-04-03 01:36:33,983 - mmdet - INFO - Epoch [15][5450/7330] lr: 4.612e-06, eta: 2 days, 17:29:12, time: 1.535, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1656, s0.acc: 94.3435, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2286, s1.loss_cls: 0.0801, s1.acc: 94.4557, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1122, s2.loss_cls: 0.0397, s2.acc: 94.3991, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0525, loss: 1.1001 2024-04-03 01:37:49,571 - mmdet - INFO - Epoch [15][5500/7330] lr: 4.612e-06, eta: 2 days, 17:27:57, time: 1.512, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1663, s0.acc: 94.2134, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2288, s1.loss_cls: 0.0800, s1.acc: 94.3165, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1121, s2.loss_cls: 0.0396, s2.acc: 94.2633, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0526, loss: 1.1129 2024-04-03 01:39:04,121 - mmdet - INFO - Epoch [15][5550/7330] lr: 4.612e-06, eta: 2 days, 17:26:39, time: 1.490, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1592, s0.acc: 94.4211, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2247, s1.loss_cls: 0.0767, s1.acc: 94.5005, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1118, s2.loss_cls: 0.0383, s2.acc: 94.2965, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0528, loss: 1.0915 2024-04-03 01:40:17,321 - mmdet - INFO - Epoch [15][5600/7330] lr: 4.612e-06, eta: 2 days, 17:25:20, time: 1.465, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1616, s0.acc: 94.4338, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2241, s1.loss_cls: 0.0764, s1.acc: 94.5372, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1112, s2.loss_cls: 0.0383, s2.acc: 94.3364, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0524, loss: 1.0877 2024-04-03 01:41:35,076 - mmdet - INFO - Epoch [15][5650/7330] lr: 4.612e-06, eta: 2 days, 17:24:08, time: 1.555, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1620, s0.acc: 94.2881, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2255, s1.loss_cls: 0.0779, s1.acc: 94.4006, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1105, s2.loss_cls: 0.0390, s2.acc: 94.2257, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0522, loss: 1.1015 2024-04-03 01:42:55,056 - mmdet - INFO - Epoch [15][5700/7330] lr: 4.612e-06, eta: 2 days, 17:22:58, time: 1.600, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1617, s0.acc: 94.3916, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2284, s1.loss_cls: 0.0762, s1.acc: 94.5198, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1123, s2.loss_cls: 0.0380, s2.acc: 94.3811, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0527, loss: 1.1031 2024-04-03 01:44:09,714 - mmdet - INFO - Epoch [15][5750/7330] lr: 4.612e-06, eta: 2 days, 17:21:41, time: 1.493, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1695, s0.acc: 94.2319, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2334, s1.loss_cls: 0.0798, s1.acc: 94.3286, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1143, s2.loss_cls: 0.0400, s2.acc: 94.0887, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0534, loss: 1.1273 2024-04-03 01:45:25,385 - mmdet - INFO - Epoch [15][5800/7330] lr: 4.612e-06, eta: 2 days, 17:20:25, time: 1.513, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1639, s0.acc: 94.3044, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2261, s1.loss_cls: 0.0787, s1.acc: 94.4051, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1116, s2.loss_cls: 0.0388, s2.acc: 94.2080, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0529, loss: 1.1020 2024-04-03 01:46:42,976 - mmdet - INFO - Epoch [15][5850/7330] lr: 4.612e-06, eta: 2 days, 17:19:13, time: 1.552, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1555, s0.acc: 94.5825, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2270, s1.loss_cls: 0.0729, s1.acc: 94.7539, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1120, s2.loss_cls: 0.0364, s2.acc: 94.6124, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0528, loss: 1.0740 2024-04-03 01:47:58,008 - mmdet - INFO - Epoch [15][5900/7330] lr: 4.612e-06, eta: 2 days, 17:17:56, time: 1.501, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1620, s0.acc: 94.3240, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2294, s1.loss_cls: 0.0771, s1.acc: 94.4003, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1139, s2.loss_cls: 0.0385, s2.acc: 94.3813, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0538, loss: 1.1046 2024-04-03 01:49:15,546 - mmdet - INFO - Epoch [15][5950/7330] lr: 4.612e-06, eta: 2 days, 17:16:43, time: 1.551, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1620, s0.acc: 94.3328, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2282, s1.loss_cls: 0.0776, s1.acc: 94.4675, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1113, s2.loss_cls: 0.0390, s2.acc: 94.3087, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0521, loss: 1.1009 2024-04-03 01:50:28,710 - mmdet - INFO - Epoch [15][6000/7330] lr: 4.612e-06, eta: 2 days, 17:15:24, time: 1.463, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1589, s0.acc: 94.4783, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2307, s1.loss_cls: 0.0762, s1.acc: 94.5296, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1126, s2.loss_cls: 0.0382, s2.acc: 94.3241, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0526, loss: 1.0949 2024-04-03 01:51:39,915 - mmdet - INFO - Epoch [15][6050/7330] lr: 4.612e-06, eta: 2 days, 17:14:02, time: 1.424, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1630, s0.acc: 94.2195, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2261, s1.loss_cls: 0.0796, s1.acc: 94.2108, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1114, s2.loss_cls: 0.0396, s2.acc: 94.1313, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0521, loss: 1.1053 2024-04-03 01:52:58,565 - mmdet - INFO - Epoch [15][6100/7330] lr: 4.612e-06, eta: 2 days, 17:12:50, time: 1.573, data_time: 0.045, memory: 29633, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1730, s0.acc: 93.9807, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2263, s1.loss_cls: 0.0821, s1.acc: 94.1604, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1116, s2.loss_cls: 0.0410, s2.acc: 93.9884, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0531, loss: 1.1370 2024-04-03 01:54:14,850 - mmdet - INFO - Epoch [15][6150/7330] lr: 4.612e-06, eta: 2 days, 17:11:36, time: 1.526, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1607, s0.acc: 94.4690, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2255, s1.loss_cls: 0.0765, s1.acc: 94.5976, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1113, s2.loss_cls: 0.0384, s2.acc: 94.4116, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0524, loss: 1.0855 2024-04-03 01:55:27,700 - mmdet - INFO - Epoch [15][6200/7330] lr: 4.612e-06, eta: 2 days, 17:10:16, time: 1.457, data_time: 0.051, memory: 29633, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1666, s0.acc: 94.2344, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2302, s1.loss_cls: 0.0802, s1.acc: 94.3990, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1137, s2.loss_cls: 0.0397, s2.acc: 94.3171, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0537, loss: 1.1145 2024-04-03 01:56:42,226 - mmdet - INFO - Epoch [15][6250/7330] lr: 4.612e-06, eta: 2 days, 17:08:59, time: 1.490, data_time: 0.059, memory: 29633, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1723, s0.acc: 93.9910, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2278, s1.loss_cls: 0.0827, s1.acc: 94.1078, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1119, s2.loss_cls: 0.0409, s2.acc: 93.9713, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0526, loss: 1.1261 2024-04-03 01:57:59,293 - mmdet - INFO - Epoch [15][6300/7330] lr: 4.612e-06, eta: 2 days, 17:07:45, time: 1.542, data_time: 0.049, memory: 29633, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1594, s0.acc: 94.4824, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2264, s1.loss_cls: 0.0765, s1.acc: 94.5445, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1121, s2.loss_cls: 0.0380, s2.acc: 94.4297, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0530, loss: 1.0774 2024-04-03 01:59:12,283 - mmdet - INFO - Epoch [15][6350/7330] lr: 4.612e-06, eta: 2 days, 17:06:26, time: 1.460, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1560, s0.acc: 94.4250, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2277, s1.loss_cls: 0.0747, s1.acc: 94.4565, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1118, s2.loss_cls: 0.0375, s2.acc: 94.2829, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0526, loss: 1.0926 2024-04-03 02:00:29,540 - mmdet - INFO - Epoch [15][6400/7330] lr: 4.612e-06, eta: 2 days, 17:05:12, time: 1.545, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1600, s0.acc: 94.4558, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2274, s1.loss_cls: 0.0773, s1.acc: 94.5329, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1126, s2.loss_cls: 0.0385, s2.acc: 94.3960, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0527, loss: 1.0931 2024-04-03 02:01:46,618 - mmdet - INFO - Epoch [15][6450/7330] lr: 4.612e-06, eta: 2 days, 17:03:59, time: 1.542, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1566, s0.acc: 94.5242, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2180, s1.loss_cls: 0.0755, s1.acc: 94.6198, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1080, s2.loss_cls: 0.0377, s2.acc: 94.4629, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0510, loss: 1.0651 2024-04-03 02:03:01,165 - mmdet - INFO - Epoch [15][6500/7330] lr: 4.612e-06, eta: 2 days, 17:02:41, time: 1.491, data_time: 0.053, memory: 29633, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1690, s0.acc: 94.0769, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2314, s1.loss_cls: 0.0813, s1.acc: 94.2019, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1134, s2.loss_cls: 0.0406, s2.acc: 94.0647, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0531, loss: 1.1279 2024-04-03 02:04:17,243 - mmdet - INFO - Epoch [15][6550/7330] lr: 4.612e-06, eta: 2 days, 17:01:26, time: 1.522, data_time: 0.062, memory: 29633, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1559, s0.acc: 94.5974, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2269, s1.loss_cls: 0.0730, s1.acc: 94.7713, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1122, s2.loss_cls: 0.0371, s2.acc: 94.4716, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0531, loss: 1.0850 2024-04-03 02:05:30,748 - mmdet - INFO - Epoch [15][6600/7330] lr: 4.612e-06, eta: 2 days, 17:00:08, time: 1.470, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1579, s0.acc: 94.4763, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2284, s1.loss_cls: 0.0750, s1.acc: 94.6775, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1118, s2.loss_cls: 0.0374, s2.acc: 94.5475, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0523, loss: 1.0788 2024-04-03 02:06:48,071 - mmdet - INFO - Epoch [15][6650/7330] lr: 4.612e-06, eta: 2 days, 16:58:54, time: 1.546, data_time: 0.048, memory: 29633, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1629, s0.acc: 94.3623, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2231, s1.loss_cls: 0.0799, s1.acc: 94.3332, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1101, s2.loss_cls: 0.0407, s2.acc: 94.1448, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0520, loss: 1.0995 2024-04-03 02:08:01,742 - mmdet - INFO - Epoch [15][6700/7330] lr: 4.612e-06, eta: 2 days, 16:57:36, time: 1.473, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1636, s0.acc: 94.3611, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2278, s1.loss_cls: 0.0779, s1.acc: 94.4456, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1126, s2.loss_cls: 0.0385, s2.acc: 94.3387, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0528, loss: 1.1043 2024-04-03 02:09:14,667 - mmdet - INFO - Epoch [15][6750/7330] lr: 4.612e-06, eta: 2 days, 16:56:16, time: 1.458, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1653, s0.acc: 94.3228, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2302, s1.loss_cls: 0.0795, s1.acc: 94.3246, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1143, s2.loss_cls: 0.0394, s2.acc: 94.2887, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0535, loss: 1.1096 2024-04-03 02:10:25,635 - mmdet - INFO - Epoch [15][6800/7330] lr: 4.612e-06, eta: 2 days, 16:54:54, time: 1.419, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1599, s0.acc: 94.5002, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2335, s1.loss_cls: 0.0760, s1.acc: 94.6367, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1155, s2.loss_cls: 0.0383, s2.acc: 94.4341, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0538, loss: 1.0962 2024-04-03 02:11:44,435 - mmdet - INFO - Epoch [15][6850/7330] lr: 4.612e-06, eta: 2 days, 16:53:43, time: 1.576, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1629, s0.acc: 94.3040, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2283, s1.loss_cls: 0.0780, s1.acc: 94.4222, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1128, s2.loss_cls: 0.0393, s2.acc: 94.2425, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0528, loss: 1.1155 2024-04-03 02:13:04,679 - mmdet - INFO - Epoch [15][6900/7330] lr: 4.612e-06, eta: 2 days, 16:52:34, time: 1.605, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1592, s0.acc: 94.5071, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2262, s1.loss_cls: 0.0749, s1.acc: 94.6108, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1120, s2.loss_cls: 0.0377, s2.acc: 94.4720, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0527, loss: 1.0998 2024-04-03 02:14:18,020 - mmdet - INFO - Epoch [15][6950/7330] lr: 4.612e-06, eta: 2 days, 16:51:15, time: 1.467, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1537, s0.acc: 94.6885, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2194, s1.loss_cls: 0.0738, s1.acc: 94.7393, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1088, s2.loss_cls: 0.0370, s2.acc: 94.5823, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0511, loss: 1.0413 2024-04-03 02:15:34,857 - mmdet - INFO - Epoch [15][7000/7330] lr: 4.612e-06, eta: 2 days, 16:50:01, time: 1.537, data_time: 0.052, memory: 29633, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1605, s0.acc: 94.4744, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2220, s1.loss_cls: 0.0769, s1.acc: 94.5429, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1099, s2.loss_cls: 0.0381, s2.acc: 94.4342, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0520, loss: 1.0733 2024-04-03 02:16:52,915 - mmdet - INFO - Epoch [15][7050/7330] lr: 4.612e-06, eta: 2 days, 16:48:49, time: 1.561, data_time: 0.054, memory: 29633, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1661, s0.acc: 94.2820, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2257, s1.loss_cls: 0.0801, s1.acc: 94.3894, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1115, s2.loss_cls: 0.0402, s2.acc: 94.1934, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0526, loss: 1.1033 2024-04-03 02:18:03,505 - mmdet - INFO - Epoch [15][7100/7330] lr: 4.612e-06, eta: 2 days, 16:47:26, time: 1.412, data_time: 0.055, memory: 29633, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1675, s0.acc: 94.1531, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2266, s1.loss_cls: 0.0791, s1.acc: 94.2968, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1117, s2.loss_cls: 0.0394, s2.acc: 94.1927, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0526, loss: 1.1053 2024-04-03 02:19:17,811 - mmdet - INFO - Epoch [15][7150/7330] lr: 4.612e-06, eta: 2 days, 16:46:08, time: 1.486, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1660, s0.acc: 94.1047, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2307, s1.loss_cls: 0.0791, s1.acc: 94.2390, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1127, s2.loss_cls: 0.0393, s2.acc: 94.1043, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0529, loss: 1.1217 2024-04-03 02:20:34,593 - mmdet - INFO - Epoch [15][7200/7330] lr: 4.612e-06, eta: 2 days, 16:44:54, time: 1.536, data_time: 0.056, memory: 29633, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1609, s0.acc: 94.3660, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2281, s1.loss_cls: 0.0783, s1.acc: 94.3753, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1124, s2.loss_cls: 0.0387, s2.acc: 94.2544, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0525, loss: 1.0972 2024-04-03 02:21:47,128 - mmdet - INFO - Epoch [15][7250/7330] lr: 4.612e-06, eta: 2 days, 16:43:34, time: 1.450, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1550, s0.acc: 94.5442, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2260, s1.loss_cls: 0.0745, s1.acc: 94.6076, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1114, s2.loss_cls: 0.0376, s2.acc: 94.3958, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0523, loss: 1.0690 2024-04-03 02:23:06,555 - mmdet - INFO - Epoch [15][7300/7330] lr: 4.612e-06, eta: 2 days, 16:42:24, time: 1.589, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1651, s0.acc: 94.2566, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2315, s1.loss_cls: 0.0791, s1.acc: 94.3697, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1137, s2.loss_cls: 0.0395, s2.acc: 94.2516, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0535, loss: 1.1220 2024-04-03 02:23:51,674 - mmdet - INFO - Saving checkpoint at 15 epochs 2024-04-03 02:31:47,219 - mmdet - INFO - Evaluating bbox... 2024-04-03 02:32:27,374 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.499 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.687 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.543 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.319 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.541 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.639 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.448 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.673 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.777 2024-04-03 02:32:27,374 - mmdet - INFO - Evaluating segm... 2024-04-03 02:33:15,307 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.434 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.662 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.472 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.227 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.470 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.613 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.368 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 ] = 0.711 2024-04-03 02:33:15,905 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 02:33:15,909 - mmdet - INFO - Epoch(val) [15][1250] bbox_mAP: 0.4990, bbox_mAP_50: 0.6870, bbox_mAP_75: 0.5430, bbox_mAP_s: 0.3190, bbox_mAP_m: 0.5410, bbox_mAP_l: 0.6390, bbox_mAP_copypaste: 0.499 0.687 0.543 0.319 0.541 0.639, segm_mAP: 0.4340, segm_mAP_50: 0.6620, segm_mAP_75: 0.4720, segm_mAP_s: 0.2270, segm_mAP_m: 0.4700, segm_mAP_l: 0.6130, segm_mAP_copypaste: 0.434 0.662 0.472 0.227 0.470 0.613 2024-04-03 02:34:31,846 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 02:34:31,847 - mmdet - INFO - Epoch [16][50/7330] lr: 4.612e-06, eta: 2 days, 16:39:20, time: 1.518, data_time: 0.113, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1568, s0.acc: 94.5972, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2201, s1.loss_cls: 0.0747, s1.acc: 94.6944, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1088, s2.loss_cls: 0.0367, s2.acc: 94.6458, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0513, loss: 1.0645 2024-04-03 02:35:43,312 - mmdet - INFO - Epoch [16][100/7330] lr: 4.612e-06, eta: 2 days, 16:37:58, time: 1.429, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1586, s0.acc: 94.3726, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2264, s1.loss_cls: 0.0760, s1.acc: 94.4400, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1108, s2.loss_cls: 0.0379, s2.acc: 94.2403, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0520, loss: 1.0983 2024-04-03 02:36:58,954 - mmdet - INFO - Epoch [16][150/7330] lr: 4.612e-06, eta: 2 days, 16:36:43, time: 1.513, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1605, s0.acc: 94.4236, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2309, s1.loss_cls: 0.0771, s1.acc: 94.4360, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1134, s2.loss_cls: 0.0382, s2.acc: 94.2675, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0535, loss: 1.1045 2024-04-03 02:38:14,985 - mmdet - INFO - Epoch [16][200/7330] lr: 4.612e-06, eta: 2 days, 16:35:28, time: 1.521, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1624, s0.acc: 94.2800, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2313, s1.loss_cls: 0.0759, s1.acc: 94.5058, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1132, s2.loss_cls: 0.0377, s2.acc: 94.2993, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0533, loss: 1.1112 2024-04-03 02:39:28,521 - mmdet - INFO - Epoch [16][250/7330] lr: 4.612e-06, eta: 2 days, 16:34:09, time: 1.471, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1602, s0.acc: 94.3589, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2253, s1.loss_cls: 0.0775, s1.acc: 94.4199, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1131, s2.loss_cls: 0.0391, s2.acc: 94.2420, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0533, loss: 1.0992 2024-04-03 02:40:41,915 - mmdet - INFO - Epoch [16][300/7330] lr: 4.612e-06, eta: 2 days, 16:32:50, time: 1.468, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1601, s0.acc: 94.4429, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2293, s1.loss_cls: 0.0755, s1.acc: 94.6423, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1140, s2.loss_cls: 0.0381, s2.acc: 94.5088, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0536, loss: 1.0942 2024-04-03 02:41:56,462 - mmdet - INFO - Epoch [16][350/7330] lr: 4.612e-06, eta: 2 days, 16:31:33, time: 1.491, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1656, s0.acc: 94.1597, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2261, s1.loss_cls: 0.0799, s1.acc: 94.2376, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1122, s2.loss_cls: 0.0398, s2.acc: 94.0639, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0531, loss: 1.1273 2024-04-03 02:43:10,291 - mmdet - INFO - Epoch [16][400/7330] lr: 4.612e-06, eta: 2 days, 16:30:15, time: 1.477, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1625, s0.acc: 94.3459, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2268, s1.loss_cls: 0.0778, s1.acc: 94.4430, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1124, s2.loss_cls: 0.0389, s2.acc: 94.2313, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0528, loss: 1.1069 2024-04-03 02:44:26,177 - mmdet - INFO - Epoch [16][450/7330] lr: 4.612e-06, eta: 2 days, 16:29:00, time: 1.518, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1548, s0.acc: 94.6240, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2223, s1.loss_cls: 0.0734, s1.acc: 94.7586, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1107, s2.loss_cls: 0.0367, s2.acc: 94.6834, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0524, loss: 1.0608 2024-04-03 02:45:41,046 - mmdet - INFO - Epoch [16][500/7330] lr: 4.612e-06, eta: 2 days, 16:27:43, time: 1.497, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1600, s0.acc: 94.3286, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2312, s1.loss_cls: 0.0753, s1.acc: 94.5745, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1134, s2.loss_cls: 0.0373, s2.acc: 94.5047, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0537, loss: 1.1109 2024-04-03 02:46:54,746 - mmdet - INFO - Epoch [16][550/7330] lr: 4.612e-06, eta: 2 days, 16:26:25, time: 1.474, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1591, s0.acc: 94.4836, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2214, s1.loss_cls: 0.0765, s1.acc: 94.5575, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1099, s2.loss_cls: 0.0377, s2.acc: 94.5584, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0520, loss: 1.0772 2024-04-03 02:48:10,658 - mmdet - INFO - Epoch [16][600/7330] lr: 4.612e-06, eta: 2 days, 16:25:10, time: 1.518, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1616, s0.acc: 94.4224, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2275, s1.loss_cls: 0.0771, s1.acc: 94.5830, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1132, s2.loss_cls: 0.0382, s2.acc: 94.3232, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0538, loss: 1.0915 2024-04-03 02:49:22,946 - mmdet - INFO - Epoch [16][650/7330] lr: 4.612e-06, eta: 2 days, 16:23:49, time: 1.446, data_time: 0.065, memory: 29881, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1583, s0.acc: 94.3198, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2315, s1.loss_cls: 0.0757, s1.acc: 94.4336, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1141, s2.loss_cls: 0.0386, s2.acc: 94.1521, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0536, loss: 1.1078 2024-04-03 02:50:36,480 - mmdet - INFO - Epoch [16][700/7330] lr: 4.612e-06, eta: 2 days, 16:22:31, time: 1.471, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1640, s0.acc: 94.2742, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2299, s1.loss_cls: 0.0793, s1.acc: 94.3298, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1130, s2.loss_cls: 0.0392, s2.acc: 94.2463, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0531, loss: 1.1130 2024-04-03 02:51:48,058 - mmdet - INFO - Epoch [16][750/7330] lr: 4.612e-06, eta: 2 days, 16:21:10, time: 1.432, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1686, s0.acc: 94.1992, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2294, s1.loss_cls: 0.0798, s1.acc: 94.4657, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1116, s2.loss_cls: 0.0394, s2.acc: 94.3607, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0526, loss: 1.1229 2024-04-03 02:53:02,769 - mmdet - INFO - Epoch [16][800/7330] lr: 4.612e-06, eta: 2 days, 16:19:53, time: 1.494, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1547, s0.acc: 94.6196, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2217, s1.loss_cls: 0.0730, s1.acc: 94.8303, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1105, s2.loss_cls: 0.0370, s2.acc: 94.6413, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0527, loss: 1.0719 2024-04-03 02:54:20,053 - mmdet - INFO - Epoch [16][850/7330] lr: 4.612e-06, eta: 2 days, 16:18:39, time: 1.546, data_time: 0.064, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1682, s0.acc: 94.2891, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2204, s1.loss_cls: 0.0799, s1.acc: 94.4744, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1091, s2.loss_cls: 0.0397, s2.acc: 94.3398, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0514, loss: 1.0955 2024-04-03 02:55:31,264 - mmdet - INFO - Epoch [16][900/7330] lr: 4.612e-06, eta: 2 days, 16:17:18, time: 1.424, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1554, s0.acc: 94.5728, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2217, s1.loss_cls: 0.0749, s1.acc: 94.6690, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1099, s2.loss_cls: 0.0375, s2.acc: 94.4886, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0517, loss: 1.0595 2024-04-03 02:56:48,364 - mmdet - INFO - Epoch [16][950/7330] lr: 4.612e-06, eta: 2 days, 16:16:04, time: 1.542, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1559, s0.acc: 94.6030, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2237, s1.loss_cls: 0.0739, s1.acc: 94.7848, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1104, s2.loss_cls: 0.0368, s2.acc: 94.6185, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0519, loss: 1.0749 2024-04-03 02:58:02,539 - mmdet - INFO - Epoch [16][1000/7330] lr: 4.612e-06, eta: 2 days, 16:14:46, time: 1.483, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1554, s0.acc: 94.5889, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2266, s1.loss_cls: 0.0745, s1.acc: 94.6610, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1114, s2.loss_cls: 0.0377, s2.acc: 94.4617, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0524, loss: 1.0685 2024-04-03 02:59:16,102 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 02:59:16,103 - mmdet - INFO - Epoch [16][1050/7330] lr: 4.612e-06, eta: 2 days, 16:13:28, time: 1.471, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1482, s0.acc: 94.7756, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2224, s1.loss_cls: 0.0718, s1.acc: 94.8572, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1091, s2.loss_cls: 0.0360, s2.acc: 94.5995, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0516, loss: 1.0490 2024-04-03 03:00:29,067 - mmdet - INFO - Epoch [16][1100/7330] lr: 4.612e-06, eta: 2 days, 16:12:09, time: 1.459, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1588, s0.acc: 94.4895, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2285, s1.loss_cls: 0.0751, s1.acc: 94.6568, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1127, s2.loss_cls: 0.0371, s2.acc: 94.6010, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0530, loss: 1.0889 2024-04-03 03:01:42,355 - mmdet - INFO - Epoch [16][1150/7330] lr: 4.612e-06, eta: 2 days, 16:10:50, time: 1.466, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1642, s0.acc: 94.3259, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2301, s1.loss_cls: 0.0783, s1.acc: 94.4352, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1136, s2.loss_cls: 0.0392, s2.acc: 94.2286, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0534, loss: 1.1098 2024-04-03 03:03:00,636 - mmdet - INFO - Epoch [16][1200/7330] lr: 4.612e-06, eta: 2 days, 16:09:38, time: 1.565, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1627, s0.acc: 94.2502, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2282, s1.loss_cls: 0.0774, s1.acc: 94.3072, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1130, s2.loss_cls: 0.0389, s2.acc: 94.1615, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0532, loss: 1.1106 2024-04-03 03:04:17,508 - mmdet - INFO - Epoch [16][1250/7330] lr: 4.612e-06, eta: 2 days, 16:08:24, time: 1.537, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1601, s0.acc: 94.3745, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2211, s1.loss_cls: 0.0767, s1.acc: 94.4611, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1100, s2.loss_cls: 0.0388, s2.acc: 94.2758, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0521, loss: 1.0935 2024-04-03 03:05:32,511 - mmdet - INFO - Epoch [16][1300/7330] lr: 4.612e-06, eta: 2 days, 16:07:08, time: 1.500, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1581, s0.acc: 94.4722, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2275, s1.loss_cls: 0.0757, s1.acc: 94.5780, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1119, s2.loss_cls: 0.0377, s2.acc: 94.3757, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0527, loss: 1.0864 2024-04-03 03:06:47,020 - mmdet - INFO - Epoch [16][1350/7330] lr: 4.612e-06, eta: 2 days, 16:05:50, time: 1.490, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1655, s0.acc: 94.3127, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2248, s1.loss_cls: 0.0780, s1.acc: 94.5462, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1114, s2.loss_cls: 0.0387, s2.acc: 94.3995, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0526, loss: 1.1008 2024-04-03 03:08:02,453 - mmdet - INFO - Epoch [16][1400/7330] lr: 4.612e-06, eta: 2 days, 16:04:35, time: 1.509, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1584, s0.acc: 94.4539, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2267, s1.loss_cls: 0.0767, s1.acc: 94.5382, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1119, s2.loss_cls: 0.0386, s2.acc: 94.2854, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0529, loss: 1.0922 2024-04-03 03:09:14,980 - mmdet - INFO - Epoch [16][1450/7330] lr: 4.612e-06, eta: 2 days, 16:03:15, time: 1.451, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1547, s0.acc: 94.5867, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2262, s1.loss_cls: 0.0741, s1.acc: 94.7047, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1101, s2.loss_cls: 0.0368, s2.acc: 94.5351, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0516, loss: 1.0642 2024-04-03 03:10:31,188 - mmdet - INFO - Epoch [16][1500/7330] lr: 4.612e-06, eta: 2 days, 16:02:00, time: 1.524, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1539, s0.acc: 94.5652, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2192, s1.loss_cls: 0.0726, s1.acc: 94.7119, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1079, s2.loss_cls: 0.0366, s2.acc: 94.5466, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0507, loss: 1.0544 2024-04-03 03:11:44,505 - mmdet - INFO - Epoch [16][1550/7330] lr: 4.612e-06, eta: 2 days, 16:00:41, time: 1.466, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1639, s0.acc: 94.3064, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2276, s1.loss_cls: 0.0784, s1.acc: 94.4339, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1133, s2.loss_cls: 0.0393, s2.acc: 94.2859, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0530, loss: 1.1065 2024-04-03 03:13:02,882 - mmdet - INFO - Epoch [16][1600/7330] lr: 4.612e-06, eta: 2 days, 15:59:29, time: 1.568, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1559, s0.acc: 94.5867, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2225, s1.loss_cls: 0.0737, s1.acc: 94.6596, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1112, s2.loss_cls: 0.0367, s2.acc: 94.5516, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0525, loss: 1.0751 2024-04-03 03:14:21,344 - mmdet - INFO - Epoch [16][1650/7330] lr: 4.612e-06, eta: 2 days, 15:58:18, time: 1.569, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1532, s0.acc: 94.6155, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2234, s1.loss_cls: 0.0731, s1.acc: 94.7171, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1106, s2.loss_cls: 0.0368, s2.acc: 94.5181, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0523, loss: 1.0699 2024-04-03 03:15:34,444 - mmdet - INFO - Epoch [16][1700/7330] lr: 4.612e-06, eta: 2 days, 15:56:59, time: 1.462, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1584, s0.acc: 94.3530, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2312, s1.loss_cls: 0.0753, s1.acc: 94.5445, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1142, s2.loss_cls: 0.0379, s2.acc: 94.4723, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0539, loss: 1.1087 2024-04-03 03:16:48,446 - mmdet - INFO - Epoch [16][1750/7330] lr: 4.612e-06, eta: 2 days, 15:55:41, time: 1.479, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1460, s0.acc: 94.8660, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2210, s1.loss_cls: 0.0693, s1.acc: 94.9723, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1103, s2.loss_cls: 0.0343, s2.acc: 94.8432, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0520, loss: 1.0282 2024-04-03 03:18:04,528 - mmdet - INFO - Epoch [16][1800/7330] lr: 4.612e-06, eta: 2 days, 15:54:26, time: 1.522, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1589, s0.acc: 94.4377, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2267, s1.loss_cls: 0.0760, s1.acc: 94.5207, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1128, s2.loss_cls: 0.0381, s2.acc: 94.3365, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0530, loss: 1.0923 2024-04-03 03:19:20,798 - mmdet - INFO - Epoch [16][1850/7330] lr: 4.612e-06, eta: 2 days, 15:53:11, time: 1.525, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1562, s0.acc: 94.6538, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2203, s1.loss_cls: 0.0754, s1.acc: 94.7389, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1093, s2.loss_cls: 0.0374, s2.acc: 94.4803, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0514, loss: 1.0622 2024-04-03 03:20:35,499 - mmdet - INFO - Epoch [16][1900/7330] lr: 4.612e-06, eta: 2 days, 15:51:54, time: 1.494, data_time: 0.043, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1497, s0.acc: 94.8296, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2189, s1.loss_cls: 0.0712, s1.acc: 94.9989, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1085, s2.loss_cls: 0.0360, s2.acc: 94.7622, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0512, loss: 1.0427 2024-04-03 03:21:52,993 - mmdet - INFO - Epoch [16][1950/7330] lr: 4.612e-06, eta: 2 days, 15:50:41, time: 1.550, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1584, s0.acc: 94.4141, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2243, s1.loss_cls: 0.0761, s1.acc: 94.5126, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1118, s2.loss_cls: 0.0378, s2.acc: 94.4590, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0531, loss: 1.0773 2024-04-03 03:23:07,594 - mmdet - INFO - Epoch [16][2000/7330] lr: 4.612e-06, eta: 2 days, 15:49:24, time: 1.492, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1553, s0.acc: 94.5281, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2286, s1.loss_cls: 0.0747, s1.acc: 94.6004, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1131, s2.loss_cls: 0.0374, s2.acc: 94.4448, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0532, loss: 1.0841 2024-04-03 03:24:20,680 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 03:24:20,680 - mmdet - INFO - Epoch [16][2050/7330] lr: 4.612e-06, eta: 2 days, 15:48:05, time: 1.462, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1613, s0.acc: 94.4211, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2200, s1.loss_cls: 0.0761, s1.acc: 94.6078, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1087, s2.loss_cls: 0.0377, s2.acc: 94.5296, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0511, loss: 1.0800 2024-04-03 03:25:34,731 - mmdet - INFO - Epoch [16][2100/7330] lr: 4.612e-06, eta: 2 days, 15:46:47, time: 1.481, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1562, s0.acc: 94.6604, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2193, s1.loss_cls: 0.0747, s1.acc: 94.7471, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1094, s2.loss_cls: 0.0379, s2.acc: 94.4642, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0516, loss: 1.0698 2024-04-03 03:26:50,420 - mmdet - INFO - Epoch [16][2150/7330] lr: 4.612e-06, eta: 2 days, 15:45:32, time: 1.514, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1589, s0.acc: 94.3806, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2280, s1.loss_cls: 0.0774, s1.acc: 94.4847, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1135, s2.loss_cls: 0.0382, s2.acc: 94.4351, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0534, loss: 1.0908 2024-04-03 03:28:06,506 - mmdet - INFO - Epoch [16][2200/7330] lr: 4.612e-06, eta: 2 days, 15:44:17, time: 1.522, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1593, s0.acc: 94.5349, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2282, s1.loss_cls: 0.0759, s1.acc: 94.6467, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1138, s2.loss_cls: 0.0378, s2.acc: 94.4459, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0540, loss: 1.0932 2024-04-03 03:29:19,621 - mmdet - INFO - Epoch [16][2250/7330] lr: 4.612e-06, eta: 2 days, 15:42:58, time: 1.462, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1543, s0.acc: 94.6704, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2217, s1.loss_cls: 0.0743, s1.acc: 94.7934, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1108, s2.loss_cls: 0.0374, s2.acc: 94.6462, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0521, loss: 1.0617 2024-04-03 03:30:38,424 - mmdet - INFO - Epoch [16][2300/7330] lr: 4.612e-06, eta: 2 days, 15:41:47, time: 1.576, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1547, s0.acc: 94.5117, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2215, s1.loss_cls: 0.0745, s1.acc: 94.5948, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1101, s2.loss_cls: 0.0371, s2.acc: 94.4341, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0522, loss: 1.0692 2024-04-03 03:31:51,504 - mmdet - INFO - Epoch [16][2350/7330] lr: 4.612e-06, eta: 2 days, 15:40:27, time: 1.461, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1619, s0.acc: 94.4463, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2235, s1.loss_cls: 0.0767, s1.acc: 94.6319, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1109, s2.loss_cls: 0.0379, s2.acc: 94.5453, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0521, loss: 1.0944 2024-04-03 03:33:05,158 - mmdet - INFO - Epoch [16][2400/7330] lr: 4.612e-06, eta: 2 days, 15:39:09, time: 1.474, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1553, s0.acc: 94.6016, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2259, s1.loss_cls: 0.0740, s1.acc: 94.7595, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1125, s2.loss_cls: 0.0371, s2.acc: 94.6156, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0533, loss: 1.0809 2024-04-03 03:34:21,882 - mmdet - INFO - Epoch [16][2450/7330] lr: 4.612e-06, eta: 2 days, 15:37:55, time: 1.534, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1522, s0.acc: 94.6165, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2237, s1.loss_cls: 0.0730, s1.acc: 94.7405, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1111, s2.loss_cls: 0.0366, s2.acc: 94.5555, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0526, loss: 1.0744 2024-04-03 03:35:35,264 - mmdet - INFO - Epoch [16][2500/7330] lr: 4.612e-06, eta: 2 days, 15:36:37, time: 1.468, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1678, s0.acc: 94.1665, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2285, s1.loss_cls: 0.0802, s1.acc: 94.2673, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1124, s2.loss_cls: 0.0404, s2.acc: 94.0337, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0528, loss: 1.1306 2024-04-03 03:36:53,001 - mmdet - INFO - Epoch [16][2550/7330] lr: 4.612e-06, eta: 2 days, 15:35:24, time: 1.555, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1508, s0.acc: 94.6501, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2262, s1.loss_cls: 0.0725, s1.acc: 94.8123, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1115, s2.loss_cls: 0.0361, s2.acc: 94.6350, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0527, loss: 1.0700 2024-04-03 03:38:06,637 - mmdet - INFO - Epoch [16][2600/7330] lr: 4.612e-06, eta: 2 days, 15:34:06, time: 1.473, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1584, s0.acc: 94.3918, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2211, s1.loss_cls: 0.0750, s1.acc: 94.5858, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1088, s2.loss_cls: 0.0375, s2.acc: 94.4043, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0514, loss: 1.0823 2024-04-03 03:39:21,324 - mmdet - INFO - Epoch [16][2650/7330] lr: 4.612e-06, eta: 2 days, 15:32:49, time: 1.494, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1642, s0.acc: 94.2551, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2253, s1.loss_cls: 0.0787, s1.acc: 94.4317, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1104, s2.loss_cls: 0.0396, s2.acc: 94.2772, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0521, loss: 1.0985 2024-04-03 03:40:39,174 - mmdet - INFO - Epoch [16][2700/7330] lr: 4.612e-06, eta: 2 days, 15:31:36, time: 1.557, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1676, s0.acc: 94.1221, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2264, s1.loss_cls: 0.0805, s1.acc: 94.2041, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1110, s2.loss_cls: 0.0406, s2.acc: 94.0385, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0523, loss: 1.1226 2024-04-03 03:41:52,248 - mmdet - INFO - Epoch [16][2750/7330] lr: 4.612e-06, eta: 2 days, 15:30:17, time: 1.461, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1601, s0.acc: 94.4385, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2259, s1.loss_cls: 0.0760, s1.acc: 94.4995, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1110, s2.loss_cls: 0.0385, s2.acc: 94.3141, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0522, loss: 1.0839 2024-04-03 03:43:09,210 - mmdet - INFO - Epoch [16][2800/7330] lr: 4.612e-06, eta: 2 days, 15:29:03, time: 1.539, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1523, s0.acc: 94.5818, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2246, s1.loss_cls: 0.0733, s1.acc: 94.7421, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1106, s2.loss_cls: 0.0368, s2.acc: 94.5334, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0523, loss: 1.0690 2024-04-03 03:44:26,197 - mmdet - INFO - Epoch [16][2850/7330] lr: 4.612e-06, eta: 2 days, 15:27:49, time: 1.540, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1579, s0.acc: 94.4316, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2312, s1.loss_cls: 0.0757, s1.acc: 94.5193, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1138, s2.loss_cls: 0.0380, s2.acc: 94.3709, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0536, loss: 1.0975 2024-04-03 03:45:49,141 - mmdet - INFO - Epoch [16][2900/7330] lr: 4.612e-06, eta: 2 days, 15:26:44, time: 1.659, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1619, s0.acc: 94.3491, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2260, s1.loss_cls: 0.0773, s1.acc: 94.4871, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1113, s2.loss_cls: 0.0385, s2.acc: 94.3547, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0523, loss: 1.0935 2024-04-03 03:47:04,622 - mmdet - INFO - Epoch [16][2950/7330] lr: 4.612e-06, eta: 2 days, 15:25:28, time: 1.510, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1649, s0.acc: 94.3708, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2324, s1.loss_cls: 0.0790, s1.acc: 94.4954, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1140, s2.loss_cls: 0.0394, s2.acc: 94.2289, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0538, loss: 1.1144 2024-04-03 03:48:21,026 - mmdet - INFO - Epoch [16][3000/7330] lr: 4.612e-06, eta: 2 days, 15:24:13, time: 1.528, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1583, s0.acc: 94.6245, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2270, s1.loss_cls: 0.0750, s1.acc: 94.7416, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1112, s2.loss_cls: 0.0371, s2.acc: 94.5707, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0523, loss: 1.0765 2024-04-03 03:49:38,106 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 03:49:38,107 - mmdet - INFO - Epoch [16][3050/7330] lr: 4.612e-06, eta: 2 days, 15:23:00, time: 1.542, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1523, s0.acc: 94.6182, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2287, s1.loss_cls: 0.0725, s1.acc: 94.7545, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1131, s2.loss_cls: 0.0364, s2.acc: 94.6133, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0536, loss: 1.0728 2024-04-03 03:50:56,711 - mmdet - INFO - Epoch [16][3100/7330] lr: 4.612e-06, eta: 2 days, 15:21:48, time: 1.572, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1584, s0.acc: 94.4502, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2229, s1.loss_cls: 0.0756, s1.acc: 94.5584, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1105, s2.loss_cls: 0.0381, s2.acc: 94.3223, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0522, loss: 1.0910 2024-04-03 03:52:14,581 - mmdet - INFO - Epoch [16][3150/7330] lr: 4.612e-06, eta: 2 days, 15:20:35, time: 1.557, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1591, s0.acc: 94.4617, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2292, s1.loss_cls: 0.0762, s1.acc: 94.6366, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1132, s2.loss_cls: 0.0381, s2.acc: 94.4716, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0533, loss: 1.0977 2024-04-03 03:53:30,796 - mmdet - INFO - Epoch [16][3200/7330] lr: 4.612e-06, eta: 2 days, 15:19:21, time: 1.524, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1492, s0.acc: 94.8247, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2209, s1.loss_cls: 0.0716, s1.acc: 94.8935, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1099, s2.loss_cls: 0.0358, s2.acc: 94.7575, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0517, loss: 1.0526 2024-04-03 03:54:50,278 - mmdet - INFO - Epoch [16][3250/7330] lr: 4.612e-06, eta: 2 days, 15:18:10, time: 1.590, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1623, s0.acc: 94.2954, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2267, s1.loss_cls: 0.0773, s1.acc: 94.4029, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1118, s2.loss_cls: 0.0388, s2.acc: 94.2629, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0525, loss: 1.1015 2024-04-03 03:56:08,082 - mmdet - INFO - Epoch [16][3300/7330] lr: 4.612e-06, eta: 2 days, 15:16:57, time: 1.556, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1606, s0.acc: 94.3821, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2239, s1.loss_cls: 0.0766, s1.acc: 94.5674, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1108, s2.loss_cls: 0.0383, s2.acc: 94.3576, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0523, loss: 1.0855 2024-04-03 03:57:27,060 - mmdet - INFO - Epoch [16][3350/7330] lr: 4.612e-06, eta: 2 days, 15:15:46, time: 1.580, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1597, s0.acc: 94.3921, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2299, s1.loss_cls: 0.0771, s1.acc: 94.5231, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1130, s2.loss_cls: 0.0385, s2.acc: 94.4076, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0531, loss: 1.1065 2024-04-03 03:58:39,769 - mmdet - INFO - Epoch [16][3400/7330] lr: 4.612e-06, eta: 2 days, 15:14:27, time: 1.454, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1531, s0.acc: 94.6279, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2262, s1.loss_cls: 0.0738, s1.acc: 94.6979, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1126, s2.loss_cls: 0.0369, s2.acc: 94.6201, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0532, loss: 1.0653 2024-04-03 04:00:01,895 - mmdet - INFO - Epoch [16][3450/7330] lr: 4.612e-06, eta: 2 days, 15:13:20, time: 1.643, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1481, s0.acc: 94.7327, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2223, s1.loss_cls: 0.0715, s1.acc: 94.8481, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1098, s2.loss_cls: 0.0357, s2.acc: 94.7387, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0517, loss: 1.0552 2024-04-03 04:01:16,841 - mmdet - INFO - Epoch [16][3500/7330] lr: 4.612e-06, eta: 2 days, 15:12:03, time: 1.499, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1622, s0.acc: 94.3899, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2251, s1.loss_cls: 0.0768, s1.acc: 94.5151, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1100, s2.loss_cls: 0.0377, s2.acc: 94.4251, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0518, loss: 1.0971 2024-04-03 04:02:31,816 - mmdet - INFO - Epoch [16][3550/7330] lr: 4.612e-06, eta: 2 days, 15:10:47, time: 1.499, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1574, s0.acc: 94.4446, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2291, s1.loss_cls: 0.0745, s1.acc: 94.6185, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1147, s2.loss_cls: 0.0372, s2.acc: 94.3895, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0541, loss: 1.1035 2024-04-03 04:03:48,196 - mmdet - INFO - Epoch [16][3600/7330] lr: 4.612e-06, eta: 2 days, 15:09:32, time: 1.528, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1503, s0.acc: 94.7219, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2262, s1.loss_cls: 0.0730, s1.acc: 94.7469, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1122, s2.loss_cls: 0.0367, s2.acc: 94.5622, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0527, loss: 1.0617 2024-04-03 04:05:03,334 - mmdet - INFO - Epoch [16][3650/7330] lr: 4.612e-06, eta: 2 days, 15:08:16, time: 1.503, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1526, s0.acc: 94.6685, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2233, s1.loss_cls: 0.0728, s1.acc: 94.8036, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1107, s2.loss_cls: 0.0359, s2.acc: 94.6735, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0526, loss: 1.0483 2024-04-03 04:06:20,981 - mmdet - INFO - Epoch [16][3700/7330] lr: 4.612e-06, eta: 2 days, 15:07:03, time: 1.553, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1552, s0.acc: 94.5308, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2231, s1.loss_cls: 0.0740, s1.acc: 94.6119, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1109, s2.loss_cls: 0.0369, s2.acc: 94.4405, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0525, loss: 1.0750 2024-04-03 04:07:37,514 - mmdet - INFO - Epoch [16][3750/7330] lr: 4.612e-06, eta: 2 days, 15:05:48, time: 1.531, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1566, s0.acc: 94.4597, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2300, s1.loss_cls: 0.0737, s1.acc: 94.6913, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1130, s2.loss_cls: 0.0369, s2.acc: 94.6130, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0530, loss: 1.0822 2024-04-03 04:08:52,403 - mmdet - INFO - Epoch [16][3800/7330] lr: 4.612e-06, eta: 2 days, 15:04:32, time: 1.498, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1516, s0.acc: 94.7268, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2225, s1.loss_cls: 0.0722, s1.acc: 94.8481, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1103, s2.loss_cls: 0.0365, s2.acc: 94.6156, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0516, loss: 1.0586 2024-04-03 04:10:06,709 - mmdet - INFO - Epoch [16][3850/7330] lr: 4.612e-06, eta: 2 days, 15:03:14, time: 1.486, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1670, s0.acc: 94.2073, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2333, s1.loss_cls: 0.0796, s1.acc: 94.3216, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1136, s2.loss_cls: 0.0397, s2.acc: 94.1555, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0529, loss: 1.1206 2024-04-03 04:11:21,738 - mmdet - INFO - Epoch [16][3900/7330] lr: 4.612e-06, eta: 2 days, 15:01:58, time: 1.501, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1576, s0.acc: 94.4294, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2247, s1.loss_cls: 0.0751, s1.acc: 94.5973, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1112, s2.loss_cls: 0.0374, s2.acc: 94.5906, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0529, loss: 1.0962 2024-04-03 04:12:39,921 - mmdet - INFO - Epoch [16][3950/7330] lr: 4.612e-06, eta: 2 days, 15:00:46, time: 1.564, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1615, s0.acc: 94.2986, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2303, s1.loss_cls: 0.0763, s1.acc: 94.4727, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1153, s2.loss_cls: 0.0380, s2.acc: 94.3153, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0541, loss: 1.1025 2024-04-03 04:13:57,459 - mmdet - INFO - Epoch [16][4000/7330] lr: 4.612e-06, eta: 2 days, 14:59:33, time: 1.551, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1649, s0.acc: 94.2542, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2272, s1.loss_cls: 0.0784, s1.acc: 94.4388, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1121, s2.loss_cls: 0.0393, s2.acc: 94.3204, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0529, loss: 1.1060 2024-04-03 04:15:14,149 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 04:15:14,150 - mmdet - INFO - Epoch [16][4050/7330] lr: 4.612e-06, eta: 2 days, 14:58:18, time: 1.534, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1708, s0.acc: 94.1470, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2314, s1.loss_cls: 0.0809, s1.acc: 94.2091, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1138, s2.loss_cls: 0.0402, s2.acc: 94.1240, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0534, loss: 1.1249 2024-04-03 04:16:29,235 - mmdet - INFO - Epoch [16][4100/7330] lr: 4.612e-06, eta: 2 days, 14:57:02, time: 1.502, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1518, s0.acc: 94.6084, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2216, s1.loss_cls: 0.0726, s1.acc: 94.6901, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1101, s2.loss_cls: 0.0366, s2.acc: 94.5702, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0525, loss: 1.0612 2024-04-03 04:17:42,598 - mmdet - INFO - Epoch [16][4150/7330] lr: 4.612e-06, eta: 2 days, 14:55:44, time: 1.467, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1639, s0.acc: 94.4209, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2251, s1.loss_cls: 0.0784, s1.acc: 94.4803, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1113, s2.loss_cls: 0.0389, s2.acc: 94.4065, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0522, loss: 1.0988 2024-04-03 04:18:56,782 - mmdet - INFO - Epoch [16][4200/7330] lr: 4.612e-06, eta: 2 days, 14:54:26, time: 1.484, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1555, s0.acc: 94.6189, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2246, s1.loss_cls: 0.0740, s1.acc: 94.7357, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1118, s2.loss_cls: 0.0372, s2.acc: 94.5318, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0532, loss: 1.0732 2024-04-03 04:20:15,383 - mmdet - INFO - Epoch [16][4250/7330] lr: 4.612e-06, eta: 2 days, 14:53:14, time: 1.572, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1561, s0.acc: 94.6875, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2264, s1.loss_cls: 0.0742, s1.acc: 94.8273, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1126, s2.loss_cls: 0.0373, s2.acc: 94.6912, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0534, loss: 1.0791 2024-04-03 04:21:29,805 - mmdet - INFO - Epoch [16][4300/7330] lr: 4.612e-06, eta: 2 days, 14:51:57, time: 1.488, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1601, s0.acc: 94.3696, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2278, s1.loss_cls: 0.0759, s1.acc: 94.5494, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1129, s2.loss_cls: 0.0383, s2.acc: 94.3832, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0533, loss: 1.0940 2024-04-03 04:22:44,969 - mmdet - INFO - Epoch [16][4350/7330] lr: 4.612e-06, eta: 2 days, 14:50:41, time: 1.503, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1646, s0.acc: 94.2747, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2229, s1.loss_cls: 0.0777, s1.acc: 94.3876, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1117, s2.loss_cls: 0.0391, s2.acc: 94.1694, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0527, loss: 1.1125 2024-04-03 04:24:04,907 - mmdet - INFO - Epoch [16][4400/7330] lr: 4.612e-06, eta: 2 days, 14:49:31, time: 1.599, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1695, s0.acc: 94.1360, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2330, s1.loss_cls: 0.0797, s1.acc: 94.3537, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1142, s2.loss_cls: 0.0402, s2.acc: 94.0802, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0535, loss: 1.1392 2024-04-03 04:25:20,014 - mmdet - INFO - Epoch [16][4450/7330] lr: 4.612e-06, eta: 2 days, 14:48:15, time: 1.502, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1601, s0.acc: 94.4424, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2241, s1.loss_cls: 0.0776, s1.acc: 94.4373, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1104, s2.loss_cls: 0.0385, s2.acc: 94.3161, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0524, loss: 1.0880 2024-04-03 04:26:34,454 - mmdet - INFO - Epoch [16][4500/7330] lr: 4.612e-06, eta: 2 days, 14:46:57, time: 1.488, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1476, s0.acc: 94.8560, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2211, s1.loss_cls: 0.0718, s1.acc: 94.8757, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1098, s2.loss_cls: 0.0357, s2.acc: 94.7805, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0517, loss: 1.0360 2024-04-03 04:27:50,051 - mmdet - INFO - Epoch [16][4550/7330] lr: 4.612e-06, eta: 2 days, 14:45:42, time: 1.512, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1559, s0.acc: 94.5315, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2278, s1.loss_cls: 0.0756, s1.acc: 94.5758, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1129, s2.loss_cls: 0.0375, s2.acc: 94.5349, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0529, loss: 1.0825 2024-04-03 04:29:02,971 - mmdet - INFO - Epoch [16][4600/7330] lr: 4.612e-06, eta: 2 days, 14:44:23, time: 1.458, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1543, s0.acc: 94.6846, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2284, s1.loss_cls: 0.0740, s1.acc: 94.8275, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1125, s2.loss_cls: 0.0365, s2.acc: 94.8083, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0526, loss: 1.0728 2024-04-03 04:30:16,075 - mmdet - INFO - Epoch [16][4650/7330] lr: 4.612e-06, eta: 2 days, 14:43:04, time: 1.462, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1563, s0.acc: 94.4414, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2226, s1.loss_cls: 0.0745, s1.acc: 94.6497, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1104, s2.loss_cls: 0.0371, s2.acc: 94.4807, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0524, loss: 1.0882 2024-04-03 04:31:32,166 - mmdet - INFO - Epoch [16][4700/7330] lr: 4.612e-06, eta: 2 days, 14:41:49, time: 1.522, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1629, s0.acc: 94.3147, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2258, s1.loss_cls: 0.0774, s1.acc: 94.4155, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1105, s2.loss_cls: 0.0386, s2.acc: 94.3103, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0524, loss: 1.0990 2024-04-03 04:32:49,394 - mmdet - INFO - Epoch [16][4750/7330] lr: 4.612e-06, eta: 2 days, 14:40:35, time: 1.545, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1560, s0.acc: 94.4900, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2278, s1.loss_cls: 0.0740, s1.acc: 94.6486, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1114, s2.loss_cls: 0.0371, s2.acc: 94.3855, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0526, loss: 1.0831 2024-04-03 04:34:05,673 - mmdet - INFO - Epoch [16][4800/7330] lr: 4.612e-06, eta: 2 days, 14:39:20, time: 1.526, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1472, s0.acc: 94.7820, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2291, s1.loss_cls: 0.0706, s1.acc: 94.8927, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1118, s2.loss_cls: 0.0355, s2.acc: 94.7072, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0522, loss: 1.0433 2024-04-03 04:35:21,352 - mmdet - INFO - Epoch [16][4850/7330] lr: 4.612e-06, eta: 2 days, 14:38:05, time: 1.514, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1515, s0.acc: 94.8201, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2226, s1.loss_cls: 0.0717, s1.acc: 94.9369, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1110, s2.loss_cls: 0.0353, s2.acc: 94.8312, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0524, loss: 1.0540 2024-04-03 04:36:35,622 - mmdet - INFO - Epoch [16][4900/7330] lr: 4.612e-06, eta: 2 days, 14:36:47, time: 1.485, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1660, s0.acc: 94.1970, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2261, s1.loss_cls: 0.0803, s1.acc: 94.2949, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1113, s2.loss_cls: 0.0406, s2.acc: 94.0821, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0524, loss: 1.1168 2024-04-03 04:37:53,638 - mmdet - INFO - Epoch [16][4950/7330] lr: 4.612e-06, eta: 2 days, 14:35:35, time: 1.560, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1594, s0.acc: 94.4644, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2276, s1.loss_cls: 0.0774, s1.acc: 94.4087, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1114, s2.loss_cls: 0.0388, s2.acc: 94.2037, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0528, loss: 1.0929 2024-04-03 04:39:10,534 - mmdet - INFO - Epoch [16][5000/7330] lr: 4.612e-06, eta: 2 days, 14:34:21, time: 1.538, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1657, s0.acc: 94.2458, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2278, s1.loss_cls: 0.0796, s1.acc: 94.3664, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1124, s2.loss_cls: 0.0398, s2.acc: 94.2217, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0533, loss: 1.1092 2024-04-03 04:40:20,329 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 04:40:20,330 - mmdet - INFO - Epoch [16][5050/7330] lr: 4.612e-06, eta: 2 days, 14:32:58, time: 1.396, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1647, s0.acc: 94.3162, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2260, s1.loss_cls: 0.0789, s1.acc: 94.4613, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1128, s2.loss_cls: 0.0395, s2.acc: 94.2796, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0531, loss: 1.1070 2024-04-03 04:41:38,337 - mmdet - INFO - Epoch [16][5100/7330] lr: 4.612e-06, eta: 2 days, 14:31:45, time: 1.560, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1609, s0.acc: 94.3425, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2311, s1.loss_cls: 0.0769, s1.acc: 94.4230, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1135, s2.loss_cls: 0.0388, s2.acc: 94.2490, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0537, loss: 1.1097 2024-04-03 04:42:55,511 - mmdet - INFO - Epoch [16][5150/7330] lr: 4.612e-06, eta: 2 days, 14:30:32, time: 1.543, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1510, s0.acc: 94.7522, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2221, s1.loss_cls: 0.0731, s1.acc: 94.8137, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1091, s2.loss_cls: 0.0365, s2.acc: 94.5841, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0517, loss: 1.0486 2024-04-03 04:44:14,158 - mmdet - INFO - Epoch [16][5200/7330] lr: 4.612e-06, eta: 2 days, 14:29:20, time: 1.573, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1633, s0.acc: 94.2700, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2260, s1.loss_cls: 0.0780, s1.acc: 94.4104, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1128, s2.loss_cls: 0.0385, s2.acc: 94.2596, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0531, loss: 1.1093 2024-04-03 04:45:30,095 - mmdet - INFO - Epoch [16][5250/7330] lr: 4.612e-06, eta: 2 days, 14:28:05, time: 1.518, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1596, s0.acc: 94.5557, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2236, s1.loss_cls: 0.0757, s1.acc: 94.6649, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1109, s2.loss_cls: 0.0383, s2.acc: 94.5754, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0522, loss: 1.0777 2024-04-03 04:46:47,510 - mmdet - INFO - Epoch [16][5300/7330] lr: 4.612e-06, eta: 2 days, 14:26:51, time: 1.549, data_time: 0.066, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1637, s0.acc: 94.3381, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2239, s1.loss_cls: 0.0783, s1.acc: 94.5034, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1127, s2.loss_cls: 0.0392, s2.acc: 94.4180, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0532, loss: 1.1018 2024-04-03 04:48:05,317 - mmdet - INFO - Epoch [16][5350/7330] lr: 4.612e-06, eta: 2 days, 14:25:38, time: 1.556, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1639, s0.acc: 94.2520, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2219, s1.loss_cls: 0.0788, s1.acc: 94.2990, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1093, s2.loss_cls: 0.0397, s2.acc: 94.1276, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0513, loss: 1.0941 2024-04-03 04:49:21,208 - mmdet - INFO - Epoch [16][5400/7330] lr: 4.612e-06, eta: 2 days, 14:24:23, time: 1.518, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1584, s0.acc: 94.4639, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2252, s1.loss_cls: 0.0758, s1.acc: 94.5714, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1105, s2.loss_cls: 0.0372, s2.acc: 94.4636, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0521, loss: 1.0828 2024-04-03 04:50:32,906 - mmdet - INFO - Epoch [16][5450/7330] lr: 4.612e-06, eta: 2 days, 14:23:02, time: 1.434, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1635, s0.acc: 94.2046, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2251, s1.loss_cls: 0.0788, s1.acc: 94.2579, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1112, s2.loss_cls: 0.0393, s2.acc: 94.1225, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0521, loss: 1.1037 2024-04-03 04:51:51,524 - mmdet - INFO - Epoch [16][5500/7330] lr: 4.612e-06, eta: 2 days, 14:21:51, time: 1.572, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1640, s0.acc: 94.3679, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2241, s1.loss_cls: 0.0780, s1.acc: 94.5606, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1107, s2.loss_cls: 0.0393, s2.acc: 94.2919, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0522, loss: 1.0972 2024-04-03 04:53:08,635 - mmdet - INFO - Epoch [16][5550/7330] lr: 4.612e-06, eta: 2 days, 14:20:37, time: 1.542, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1555, s0.acc: 94.5518, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2244, s1.loss_cls: 0.0748, s1.acc: 94.6502, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1114, s2.loss_cls: 0.0373, s2.acc: 94.4600, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0524, loss: 1.0757 2024-04-03 04:54:25,908 - mmdet - INFO - Epoch [16][5600/7330] lr: 4.612e-06, eta: 2 days, 14:19:23, time: 1.545, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1641, s0.acc: 94.2253, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2305, s1.loss_cls: 0.0788, s1.acc: 94.2496, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1139, s2.loss_cls: 0.0394, s2.acc: 94.1329, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0534, loss: 1.1091 2024-04-03 04:55:40,363 - mmdet - INFO - Epoch [16][5650/7330] lr: 4.612e-06, eta: 2 days, 14:18:06, time: 1.489, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1573, s0.acc: 94.4709, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2266, s1.loss_cls: 0.0756, s1.acc: 94.5859, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1123, s2.loss_cls: 0.0384, s2.acc: 94.3610, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0532, loss: 1.0839 2024-04-03 04:56:53,796 - mmdet - INFO - Epoch [16][5700/7330] lr: 4.612e-06, eta: 2 days, 14:16:48, time: 1.469, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1593, s0.acc: 94.4519, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2252, s1.loss_cls: 0.0770, s1.acc: 94.4579, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1114, s2.loss_cls: 0.0382, s2.acc: 94.3207, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0525, loss: 1.0928 2024-04-03 04:58:09,278 - mmdet - INFO - Epoch [16][5750/7330] lr: 4.612e-06, eta: 2 days, 14:15:32, time: 1.510, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1673, s0.acc: 94.0686, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2315, s1.loss_cls: 0.0806, s1.acc: 94.0944, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1145, s2.loss_cls: 0.0407, s2.acc: 93.9522, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0541, loss: 1.1320 2024-04-03 04:59:25,190 - mmdet - INFO - Epoch [16][5800/7330] lr: 4.612e-06, eta: 2 days, 14:14:17, time: 1.518, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1601, s0.acc: 94.4185, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2284, s1.loss_cls: 0.0775, s1.acc: 94.4581, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1124, s2.loss_cls: 0.0389, s2.acc: 94.2416, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0533, loss: 1.0924 2024-04-03 05:00:43,233 - mmdet - INFO - Epoch [16][5850/7330] lr: 4.612e-06, eta: 2 days, 14:13:04, time: 1.561, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1599, s0.acc: 94.3748, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2267, s1.loss_cls: 0.0766, s1.acc: 94.4651, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1132, s2.loss_cls: 0.0383, s2.acc: 94.2523, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0538, loss: 1.0931 2024-04-03 05:02:02,950 - mmdet - INFO - Epoch [16][5900/7330] lr: 4.612e-06, eta: 2 days, 14:11:54, time: 1.594, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1640, s0.acc: 94.2754, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2329, s1.loss_cls: 0.0778, s1.acc: 94.3502, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1152, s2.loss_cls: 0.0391, s2.acc: 94.1416, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0540, loss: 1.1160 2024-04-03 05:03:17,620 - mmdet - INFO - Epoch [16][5950/7330] lr: 4.612e-06, eta: 2 days, 14:10:37, time: 1.493, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1637, s0.acc: 94.3376, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2293, s1.loss_cls: 0.0776, s1.acc: 94.5037, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1131, s2.loss_cls: 0.0386, s2.acc: 94.3566, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0535, loss: 1.1108 2024-04-03 05:04:32,854 - mmdet - INFO - Epoch [16][6000/7330] lr: 4.612e-06, eta: 2 days, 14:09:21, time: 1.505, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1614, s0.acc: 94.3557, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2273, s1.loss_cls: 0.0769, s1.acc: 94.5642, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1133, s2.loss_cls: 0.0388, s2.acc: 94.3890, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0532, loss: 1.0914 2024-04-03 05:05:52,168 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 05:05:52,168 - mmdet - INFO - Epoch [16][6050/7330] lr: 4.612e-06, eta: 2 days, 14:08:10, time: 1.586, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1663, s0.acc: 94.2227, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2267, s1.loss_cls: 0.0795, s1.acc: 94.3958, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1131, s2.loss_cls: 0.0395, s2.acc: 94.2030, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0536, loss: 1.1134 2024-04-03 05:07:07,802 - mmdet - INFO - Epoch [16][6100/7330] lr: 4.612e-06, eta: 2 days, 14:06:54, time: 1.513, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1613, s0.acc: 94.3896, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2315, s1.loss_cls: 0.0767, s1.acc: 94.5201, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1145, s2.loss_cls: 0.0381, s2.acc: 94.4715, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0538, loss: 1.1130 2024-04-03 05:08:23,944 - mmdet - INFO - Epoch [16][6150/7330] lr: 4.612e-06, eta: 2 days, 14:05:39, time: 1.523, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1521, s0.acc: 94.7124, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2227, s1.loss_cls: 0.0725, s1.acc: 94.8534, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1106, s2.loss_cls: 0.0364, s2.acc: 94.6536, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0520, loss: 1.0548 2024-04-03 05:09:41,800 - mmdet - INFO - Epoch [16][6200/7330] lr: 4.612e-06, eta: 2 days, 14:04:26, time: 1.557, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1576, s0.acc: 94.3950, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2285, s1.loss_cls: 0.0762, s1.acc: 94.4623, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1126, s2.loss_cls: 0.0377, s2.acc: 94.5189, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0531, loss: 1.0871 2024-04-03 05:10:55,922 - mmdet - INFO - Epoch [16][6250/7330] lr: 4.612e-06, eta: 2 days, 14:03:09, time: 1.482, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1579, s0.acc: 94.6267, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2235, s1.loss_cls: 0.0757, s1.acc: 94.6671, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1100, s2.loss_cls: 0.0373, s2.acc: 94.5662, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0521, loss: 1.0666 2024-04-03 05:12:11,092 - mmdet - INFO - Epoch [16][6300/7330] lr: 4.612e-06, eta: 2 days, 14:01:53, time: 1.503, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1672, s0.acc: 94.1230, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2234, s1.loss_cls: 0.0800, s1.acc: 94.2178, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1107, s2.loss_cls: 0.0395, s2.acc: 94.1755, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0523, loss: 1.1097 2024-04-03 05:13:26,796 - mmdet - INFO - Epoch [16][6350/7330] lr: 4.612e-06, eta: 2 days, 14:00:37, time: 1.514, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1611, s0.acc: 94.3232, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2277, s1.loss_cls: 0.0775, s1.acc: 94.4362, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1118, s2.loss_cls: 0.0385, s2.acc: 94.3082, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0526, loss: 1.1038 2024-04-03 05:14:42,427 - mmdet - INFO - Epoch [16][6400/7330] lr: 4.612e-06, eta: 2 days, 13:59:21, time: 1.513, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1587, s0.acc: 94.4739, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2260, s1.loss_cls: 0.0764, s1.acc: 94.4977, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1116, s2.loss_cls: 0.0389, s2.acc: 94.2829, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0524, loss: 1.0865 2024-04-03 05:15:57,226 - mmdet - INFO - Epoch [16][6450/7330] lr: 4.612e-06, eta: 2 days, 13:58:05, time: 1.496, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1711, s0.acc: 94.1812, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2264, s1.loss_cls: 0.0809, s1.acc: 94.3171, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1130, s2.loss_cls: 0.0404, s2.acc: 94.1843, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0533, loss: 1.1145 2024-04-03 05:17:14,768 - mmdet - INFO - Epoch [16][6500/7330] lr: 4.612e-06, eta: 2 days, 13:56:52, time: 1.550, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1598, s0.acc: 94.5005, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2220, s1.loss_cls: 0.0758, s1.acc: 94.6745, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1091, s2.loss_cls: 0.0384, s2.acc: 94.3860, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0512, loss: 1.0816 2024-04-03 05:18:30,724 - mmdet - INFO - Epoch [16][6550/7330] lr: 4.612e-06, eta: 2 days, 13:55:36, time: 1.520, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1530, s0.acc: 94.6028, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2257, s1.loss_cls: 0.0734, s1.acc: 94.7614, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1112, s2.loss_cls: 0.0364, s2.acc: 94.6352, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0523, loss: 1.0817 2024-04-03 05:19:44,966 - mmdet - INFO - Epoch [16][6600/7330] lr: 4.612e-06, eta: 2 days, 13:54:19, time: 1.485, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1606, s0.acc: 94.3865, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2234, s1.loss_cls: 0.0766, s1.acc: 94.5485, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1100, s2.loss_cls: 0.0383, s2.acc: 94.4009, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0518, loss: 1.0764 2024-04-03 05:21:01,950 - mmdet - INFO - Epoch [16][6650/7330] lr: 4.612e-06, eta: 2 days, 13:53:05, time: 1.540, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1632, s0.acc: 94.3879, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2299, s1.loss_cls: 0.0778, s1.acc: 94.4837, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1141, s2.loss_cls: 0.0390, s2.acc: 94.3248, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0537, loss: 1.1094 2024-04-03 05:22:15,483 - mmdet - INFO - Epoch [16][6700/7330] lr: 4.612e-06, eta: 2 days, 13:51:47, time: 1.471, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1681, s0.acc: 93.9890, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2358, s1.loss_cls: 0.0802, s1.acc: 94.2049, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1162, s2.loss_cls: 0.0407, s2.acc: 93.8830, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0548, loss: 1.1339 2024-04-03 05:23:31,523 - mmdet - INFO - Epoch [16][6750/7330] lr: 4.612e-06, eta: 2 days, 13:50:32, time: 1.521, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1591, s0.acc: 94.5605, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2273, s1.loss_cls: 0.0761, s1.acc: 94.6008, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1121, s2.loss_cls: 0.0380, s2.acc: 94.5227, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0529, loss: 1.0839 2024-04-03 05:24:48,994 - mmdet - INFO - Epoch [16][6800/7330] lr: 4.612e-06, eta: 2 days, 13:49:18, time: 1.549, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1547, s0.acc: 94.6160, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2219, s1.loss_cls: 0.0746, s1.acc: 94.7242, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1099, s2.loss_cls: 0.0379, s2.acc: 94.4511, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0520, loss: 1.0731 2024-04-03 05:26:01,643 - mmdet - INFO - Epoch [16][6850/7330] lr: 4.612e-06, eta: 2 days, 13:47:59, time: 1.453, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1521, s0.acc: 94.7310, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2217, s1.loss_cls: 0.0722, s1.acc: 94.8969, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1094, s2.loss_cls: 0.0360, s2.acc: 94.7317, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0512, loss: 1.0522 2024-04-03 05:27:18,190 - mmdet - INFO - Epoch [16][6900/7330] lr: 4.612e-06, eta: 2 days, 13:46:44, time: 1.531, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1574, s0.acc: 94.4653, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2278, s1.loss_cls: 0.0761, s1.acc: 94.5189, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1121, s2.loss_cls: 0.0381, s2.acc: 94.3887, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0525, loss: 1.0804 2024-04-03 05:28:33,439 - mmdet - INFO - Epoch [16][6950/7330] lr: 4.612e-06, eta: 2 days, 13:45:28, time: 1.505, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1523, s0.acc: 94.6641, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2218, s1.loss_cls: 0.0742, s1.acc: 94.6904, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1118, s2.loss_cls: 0.0378, s2.acc: 94.4226, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0527, loss: 1.0652 2024-04-03 05:29:45,964 - mmdet - INFO - Epoch [16][7000/7330] lr: 4.612e-06, eta: 2 days, 13:44:09, time: 1.450, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1635, s0.acc: 94.3469, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2251, s1.loss_cls: 0.0785, s1.acc: 94.3973, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1119, s2.loss_cls: 0.0390, s2.acc: 94.2822, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0530, loss: 1.0885 2024-04-03 05:31:03,371 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 05:31:03,372 - mmdet - INFO - Epoch [16][7050/7330] lr: 4.612e-06, eta: 2 days, 13:42:55, time: 1.548, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1654, s0.acc: 94.3159, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2230, s1.loss_cls: 0.0803, s1.acc: 94.3859, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1099, s2.loss_cls: 0.0401, s2.acc: 94.2724, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0515, loss: 1.0941 2024-04-03 05:32:20,540 - mmdet - INFO - Epoch [16][7100/7330] lr: 4.612e-06, eta: 2 days, 13:41:42, time: 1.543, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1555, s0.acc: 94.5791, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2250, s1.loss_cls: 0.0744, s1.acc: 94.6281, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1115, s2.loss_cls: 0.0374, s2.acc: 94.4361, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0526, loss: 1.0734 2024-04-03 05:33:35,070 - mmdet - INFO - Epoch [16][7150/7330] lr: 4.612e-06, eta: 2 days, 13:40:25, time: 1.491, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1571, s0.acc: 94.5735, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2302, s1.loss_cls: 0.0758, s1.acc: 94.6348, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1145, s2.loss_cls: 0.0382, s2.acc: 94.3166, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0540, loss: 1.0846 2024-04-03 05:34:55,567 - mmdet - INFO - Epoch [16][7200/7330] lr: 4.612e-06, eta: 2 days, 13:39:15, time: 1.610, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1661, s0.acc: 94.1868, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2326, s1.loss_cls: 0.0802, s1.acc: 94.2355, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1136, s2.loss_cls: 0.0406, s2.acc: 94.0024, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0533, loss: 1.1273 2024-04-03 05:36:11,611 - mmdet - INFO - Epoch [16][7250/7330] lr: 4.612e-06, eta: 2 days, 13:38:00, time: 1.521, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1624, s0.acc: 94.4392, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2263, s1.loss_cls: 0.0778, s1.acc: 94.5153, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1111, s2.loss_cls: 0.0385, s2.acc: 94.3702, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0521, loss: 1.0916 2024-04-03 05:37:27,982 - mmdet - INFO - Epoch [16][7300/7330] lr: 4.612e-06, eta: 2 days, 13:36:45, time: 1.527, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1588, s0.acc: 94.5085, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2196, s1.loss_cls: 0.0761, s1.acc: 94.6857, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1089, s2.loss_cls: 0.0380, s2.acc: 94.4874, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0515, loss: 1.0685 2024-04-03 05:38:13,500 - mmdet - INFO - Saving checkpoint at 16 epochs 2024-04-03 05:46:04,405 - mmdet - INFO - Evaluating bbox... 2024-04-03 05:46:47,673 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.497 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.682 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.542 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.314 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.544 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.635 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 ] = 0.437 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 ] = 0.767 2024-04-03 05:46:47,674 - mmdet - INFO - Evaluating segm... 2024-04-03 05:47:31,825 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.432 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.659 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.467 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.228 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.469 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.609 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 ] = 0.362 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 ] = 0.703 2024-04-03 05:47:32,441 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 05:47:32,444 - mmdet - INFO - Epoch(val) [16][1250] bbox_mAP: 0.4970, bbox_mAP_50: 0.6820, bbox_mAP_75: 0.5420, bbox_mAP_s: 0.3140, bbox_mAP_m: 0.5440, bbox_mAP_l: 0.6350, bbox_mAP_copypaste: 0.497 0.682 0.542 0.314 0.544 0.635, segm_mAP: 0.4320, segm_mAP_50: 0.6590, segm_mAP_75: 0.4670, segm_mAP_s: 0.2280, segm_mAP_m: 0.4690, segm_mAP_l: 0.6090, segm_mAP_copypaste: 0.432 0.659 0.467 0.228 0.469 0.609 2024-04-03 05:48:46,611 - mmdet - INFO - Epoch [17][50/7330] lr: 4.612e-06, eta: 2 days, 13:33:46, time: 1.483, data_time: 0.104, memory: 29881, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1511, s0.acc: 94.7100, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2197, s1.loss_cls: 0.0727, s1.acc: 94.8010, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1095, s2.loss_cls: 0.0364, s2.acc: 94.7102, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.0486 2024-04-03 05:49:59,251 - mmdet - INFO - Epoch [17][100/7330] lr: 4.612e-06, eta: 2 days, 13:32:26, time: 1.453, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1505, s0.acc: 94.6963, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2277, s1.loss_cls: 0.0714, s1.acc: 94.8767, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1132, s2.loss_cls: 0.0354, s2.acc: 94.8320, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0534, loss: 1.0710 2024-04-03 05:51:13,904 - mmdet - INFO - Epoch [17][150/7330] lr: 4.612e-06, eta: 2 days, 13:31:10, time: 1.493, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1575, s0.acc: 94.5176, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2222, s1.loss_cls: 0.0742, s1.acc: 94.6985, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1105, s2.loss_cls: 0.0374, s2.acc: 94.5004, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0521, loss: 1.0837 2024-04-03 05:52:29,432 - mmdet - INFO - Epoch [17][200/7330] lr: 4.612e-06, eta: 2 days, 13:29:54, time: 1.511, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1550, s0.acc: 94.5828, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2239, s1.loss_cls: 0.0736, s1.acc: 94.7366, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1109, s2.loss_cls: 0.0365, s2.acc: 94.6654, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0519, loss: 1.0659 2024-04-03 05:53:44,989 - mmdet - INFO - Epoch [17][250/7330] lr: 4.612e-06, eta: 2 days, 13:28:38, time: 1.511, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1598, s0.acc: 94.4209, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2235, s1.loss_cls: 0.0761, s1.acc: 94.6047, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1101, s2.loss_cls: 0.0379, s2.acc: 94.4249, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0520, loss: 1.0835 2024-04-03 05:55:00,139 - mmdet - INFO - Epoch [17][300/7330] lr: 4.612e-06, eta: 2 days, 13:27:22, time: 1.503, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1580, s0.acc: 94.5044, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2220, s1.loss_cls: 0.0756, s1.acc: 94.5858, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1100, s2.loss_cls: 0.0381, s2.acc: 94.3392, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0520, loss: 1.0842 2024-04-03 05:56:18,349 - mmdet - INFO - Epoch [17][350/7330] lr: 4.612e-06, eta: 2 days, 13:26:10, time: 1.564, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1495, s0.acc: 94.7246, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2158, s1.loss_cls: 0.0707, s1.acc: 94.8837, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1079, s2.loss_cls: 0.0356, s2.acc: 94.6488, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0513, loss: 1.0518 2024-04-03 05:57:32,604 - mmdet - INFO - Epoch [17][400/7330] lr: 4.612e-06, eta: 2 days, 13:24:52, time: 1.485, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1511, s0.acc: 94.7256, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2193, s1.loss_cls: 0.0723, s1.acc: 94.8160, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1094, s2.loss_cls: 0.0367, s2.acc: 94.6135, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0520, loss: 1.0510 2024-04-03 05:58:48,904 - mmdet - INFO - Epoch [17][450/7330] lr: 4.612e-06, eta: 2 days, 13:23:38, time: 1.526, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1620, s0.acc: 94.2629, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2319, s1.loss_cls: 0.0779, s1.acc: 94.3943, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1142, s2.loss_cls: 0.0389, s2.acc: 94.2434, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0540, loss: 1.1178 2024-04-03 05:59:59,760 - mmdet - INFO - Epoch [17][500/7330] lr: 4.612e-06, eta: 2 days, 13:22:16, time: 1.417, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1621, s0.acc: 94.4385, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2262, s1.loss_cls: 0.0758, s1.acc: 94.7011, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1105, s2.loss_cls: 0.0375, s2.acc: 94.6181, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0517, loss: 1.0917 2024-04-03 06:01:14,958 - mmdet - INFO - Epoch [17][550/7330] lr: 4.612e-06, eta: 2 days, 13:21:00, time: 1.503, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1522, s0.acc: 94.6328, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2205, s1.loss_cls: 0.0714, s1.acc: 94.7381, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1085, s2.loss_cls: 0.0364, s2.acc: 94.4944, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0507, loss: 1.0623 2024-04-03 06:02:30,549 - mmdet - INFO - Epoch [17][600/7330] lr: 4.612e-06, eta: 2 days, 13:19:44, time: 1.512, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1575, s0.acc: 94.5454, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2260, s1.loss_cls: 0.0750, s1.acc: 94.7084, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1118, s2.loss_cls: 0.0373, s2.acc: 94.5889, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0526, loss: 1.0791 2024-04-03 06:03:47,703 - mmdet - INFO - Epoch [17][650/7330] lr: 4.612e-06, eta: 2 days, 13:18:31, time: 1.543, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1528, s0.acc: 94.6204, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2307, s1.loss_cls: 0.0740, s1.acc: 94.7561, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1140, s2.loss_cls: 0.0371, s2.acc: 94.6387, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0539, loss: 1.0855 2024-04-03 06:04:59,862 - mmdet - INFO - Epoch [17][700/7330] lr: 4.612e-06, eta: 2 days, 13:17:11, time: 1.443, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1619, s0.acc: 94.4241, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2240, s1.loss_cls: 0.0771, s1.acc: 94.5087, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1106, s2.loss_cls: 0.0385, s2.acc: 94.4289, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0522, loss: 1.0842 2024-04-03 06:06:13,303 - mmdet - INFO - Epoch [17][750/7330] lr: 4.612e-06, eta: 2 days, 13:15:52, time: 1.469, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1488, s0.acc: 94.8835, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2238, s1.loss_cls: 0.0691, s1.acc: 95.0918, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1112, s2.loss_cls: 0.0353, s2.acc: 94.8278, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0524, loss: 1.0371 2024-04-03 06:07:30,010 - mmdet - INFO - Epoch [17][800/7330] lr: 4.612e-06, eta: 2 days, 13:14:38, time: 1.534, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1597, s0.acc: 94.3594, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2285, s1.loss_cls: 0.0766, s1.acc: 94.4550, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1125, s2.loss_cls: 0.0382, s2.acc: 94.2449, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0529, loss: 1.1054 2024-04-03 06:08:46,492 - mmdet - INFO - Epoch [17][850/7330] lr: 4.612e-06, eta: 2 days, 13:13:24, time: 1.530, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1499, s0.acc: 94.7852, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2238, s1.loss_cls: 0.0718, s1.acc: 94.8520, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1106, s2.loss_cls: 0.0360, s2.acc: 94.6612, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0523, loss: 1.0551 2024-04-03 06:10:01,325 - mmdet - INFO - Epoch [17][900/7330] lr: 4.612e-06, eta: 2 days, 13:12:07, time: 1.497, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1583, s0.acc: 94.5432, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2245, s1.loss_cls: 0.0756, s1.acc: 94.7219, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1105, s2.loss_cls: 0.0374, s2.acc: 94.6458, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0519, loss: 1.0812 2024-04-03 06:11:15,605 - mmdet - INFO - Epoch [17][950/7330] lr: 4.612e-06, eta: 2 days, 13:10:50, time: 1.486, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1576, s0.acc: 94.3611, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2265, s1.loss_cls: 0.0749, s1.acc: 94.5646, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1120, s2.loss_cls: 0.0375, s2.acc: 94.3705, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0523, loss: 1.0902 2024-04-03 06:12:33,345 - mmdet - INFO - Epoch [17][1000/7330] lr: 4.612e-06, eta: 2 days, 13:09:37, time: 1.555, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1608, s0.acc: 94.2930, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2259, s1.loss_cls: 0.0771, s1.acc: 94.4549, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1119, s2.loss_cls: 0.0388, s2.acc: 94.2210, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0525, loss: 1.0898 2024-04-03 06:13:51,270 - mmdet - INFO - Epoch [17][1050/7330] lr: 4.612e-06, eta: 2 days, 13:08:24, time: 1.559, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1627, s0.acc: 94.2917, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2199, s1.loss_cls: 0.0775, s1.acc: 94.5489, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1093, s2.loss_cls: 0.0392, s2.acc: 94.2187, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0513, loss: 1.0941 2024-04-03 06:15:06,081 - mmdet - INFO - Epoch [17][1100/7330] lr: 4.612e-06, eta: 2 days, 13:07:07, time: 1.496, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1488, s0.acc: 94.7649, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2234, s1.loss_cls: 0.0712, s1.acc: 94.8801, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1102, s2.loss_cls: 0.0357, s2.acc: 94.7574, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0522, loss: 1.0539 2024-04-03 06:16:25,351 - mmdet - INFO - Epoch [17][1150/7330] lr: 4.612e-06, eta: 2 days, 13:05:56, time: 1.585, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1569, s0.acc: 94.4873, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2239, s1.loss_cls: 0.0747, s1.acc: 94.5885, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1113, s2.loss_cls: 0.0372, s2.acc: 94.5503, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0527, loss: 1.0883 2024-04-03 06:17:44,139 - mmdet - INFO - Epoch [17][1200/7330] lr: 4.612e-06, eta: 2 days, 13:04:45, time: 1.576, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1596, s0.acc: 94.4678, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2321, s1.loss_cls: 0.0758, s1.acc: 94.5559, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1145, s2.loss_cls: 0.0380, s2.acc: 94.2894, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0534, loss: 1.0954 2024-04-03 06:19:01,994 - mmdet - INFO - Epoch [17][1250/7330] lr: 4.612e-06, eta: 2 days, 13:03:32, time: 1.557, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1534, s0.acc: 94.6021, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2188, s1.loss_cls: 0.0721, s1.acc: 94.7801, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1079, s2.loss_cls: 0.0363, s2.acc: 94.5527, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0507, loss: 1.0484 2024-04-03 06:20:17,817 - mmdet - INFO - Epoch [17][1300/7330] lr: 4.612e-06, eta: 2 days, 13:02:16, time: 1.516, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1591, s0.acc: 94.4275, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2256, s1.loss_cls: 0.0763, s1.acc: 94.5293, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1117, s2.loss_cls: 0.0382, s2.acc: 94.3950, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0527, loss: 1.1008 2024-04-03 06:21:35,545 - mmdet - INFO - Epoch [17][1350/7330] lr: 4.612e-06, eta: 2 days, 13:01:03, time: 1.555, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1517, s0.acc: 94.5823, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2204, s1.loss_cls: 0.0716, s1.acc: 94.7186, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1087, s2.loss_cls: 0.0367, s2.acc: 94.4482, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0516, loss: 1.0612 2024-04-03 06:22:52,407 - mmdet - INFO - Epoch [17][1400/7330] lr: 4.612e-06, eta: 2 days, 12:59:49, time: 1.537, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1687, s0.acc: 94.0957, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2330, s1.loss_cls: 0.0802, s1.acc: 94.2428, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1158, s2.loss_cls: 0.0395, s2.acc: 94.1532, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0548, loss: 1.1362 2024-04-03 06:24:10,698 - mmdet - INFO - Epoch [17][1450/7330] lr: 4.612e-06, eta: 2 days, 12:58:37, time: 1.566, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1642, s0.acc: 94.2412, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2272, s1.loss_cls: 0.0772, s1.acc: 94.3770, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1114, s2.loss_cls: 0.0383, s2.acc: 94.3217, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0523, loss: 1.1078 2024-04-03 06:25:26,941 - mmdet - INFO - Epoch [17][1500/7330] lr: 4.612e-06, eta: 2 days, 12:57:22, time: 1.525, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1608, s0.acc: 94.3074, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2292, s1.loss_cls: 0.0773, s1.acc: 94.4376, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1134, s2.loss_cls: 0.0384, s2.acc: 94.3967, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0531, loss: 1.1110 2024-04-03 06:26:43,750 - mmdet - INFO - Epoch [17][1550/7330] lr: 4.612e-06, eta: 2 days, 12:56:08, time: 1.536, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1498, s0.acc: 94.5864, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2213, s1.loss_cls: 0.0722, s1.acc: 94.6973, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1095, s2.loss_cls: 0.0355, s2.acc: 94.6364, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0516, loss: 1.0544 2024-04-03 06:28:00,105 - mmdet - INFO - Epoch [17][1600/7330] lr: 4.612e-06, eta: 2 days, 12:54:53, time: 1.528, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1448, s0.acc: 94.9028, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2191, s1.loss_cls: 0.0695, s1.acc: 95.0098, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1096, s2.loss_cls: 0.0355, s2.acc: 94.8293, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0515, loss: 1.0262 2024-04-03 06:29:11,446 - mmdet - INFO - Epoch [17][1650/7330] lr: 4.612e-06, eta: 2 days, 12:53:32, time: 1.427, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1573, s0.acc: 94.5781, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2181, s1.loss_cls: 0.0740, s1.acc: 94.7316, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1092, s2.loss_cls: 0.0371, s2.acc: 94.5858, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0516, loss: 1.0626 2024-04-03 06:30:27,288 - mmdet - INFO - Epoch [17][1700/7330] lr: 4.612e-06, eta: 2 days, 12:52:17, time: 1.517, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1598, s0.acc: 94.3616, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2249, s1.loss_cls: 0.0763, s1.acc: 94.5573, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1107, s2.loss_cls: 0.0379, s2.acc: 94.4800, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0524, loss: 1.0910 2024-04-03 06:31:44,057 - mmdet - INFO - Epoch [17][1750/7330] lr: 4.612e-06, eta: 2 days, 12:51:03, time: 1.535, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1609, s0.acc: 94.4419, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2217, s1.loss_cls: 0.0763, s1.acc: 94.7032, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1091, s2.loss_cls: 0.0380, s2.acc: 94.5495, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0517, loss: 1.0840 2024-04-03 06:32:59,776 - mmdet - INFO - Epoch [17][1800/7330] lr: 4.612e-06, eta: 2 days, 12:49:47, time: 1.515, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1543, s0.acc: 94.5549, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2257, s1.loss_cls: 0.0742, s1.acc: 94.6417, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1117, s2.loss_cls: 0.0368, s2.acc: 94.6068, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0526, loss: 1.0706 2024-04-03 06:34:13,260 - mmdet - INFO - Epoch [17][1850/7330] lr: 4.612e-06, eta: 2 days, 12:48:29, time: 1.470, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1559, s0.acc: 94.4426, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2256, s1.loss_cls: 0.0741, s1.acc: 94.6014, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1118, s2.loss_cls: 0.0376, s2.acc: 94.4092, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0526, loss: 1.0814 2024-04-03 06:35:27,486 - mmdet - INFO - Epoch [17][1900/7330] lr: 4.612e-06, eta: 2 days, 12:47:12, time: 1.484, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1504, s0.acc: 94.7861, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2196, s1.loss_cls: 0.0720, s1.acc: 94.8330, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1097, s2.loss_cls: 0.0364, s2.acc: 94.7395, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0520, loss: 1.0372 2024-04-03 06:36:41,454 - mmdet - INFO - Epoch [17][1950/7330] lr: 4.612e-06, eta: 2 days, 12:45:54, time: 1.480, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1590, s0.acc: 94.4636, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2272, s1.loss_cls: 0.0752, s1.acc: 94.6796, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1123, s2.loss_cls: 0.0376, s2.acc: 94.5426, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0532, loss: 1.0901 2024-04-03 06:37:56,869 - mmdet - INFO - Epoch [17][2000/7330] lr: 4.612e-06, eta: 2 days, 12:44:38, time: 1.508, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1585, s0.acc: 94.4705, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2228, s1.loss_cls: 0.0760, s1.acc: 94.6298, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1095, s2.loss_cls: 0.0377, s2.acc: 94.3987, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0518, loss: 1.0810 2024-04-03 06:39:13,880 - mmdet - INFO - Epoch [17][2050/7330] lr: 4.612e-06, eta: 2 days, 12:43:24, time: 1.540, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1647, s0.acc: 94.2065, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2272, s1.loss_cls: 0.0782, s1.acc: 94.3902, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1112, s2.loss_cls: 0.0392, s2.acc: 94.1485, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0519, loss: 1.1063 2024-04-03 06:40:27,844 - mmdet - INFO - Epoch [17][2100/7330] lr: 4.612e-06, eta: 2 days, 12:42:07, time: 1.479, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1535, s0.acc: 94.5161, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2223, s1.loss_cls: 0.0748, s1.acc: 94.5441, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1094, s2.loss_cls: 0.0373, s2.acc: 94.4101, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0519, loss: 1.0659 2024-04-03 06:41:39,860 - mmdet - INFO - Epoch [17][2150/7330] lr: 4.612e-06, eta: 2 days, 12:40:47, time: 1.440, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1571, s0.acc: 94.4006, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2265, s1.loss_cls: 0.0759, s1.acc: 94.4745, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1119, s2.loss_cls: 0.0383, s2.acc: 94.3772, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0528, loss: 1.0860 2024-04-03 06:42:56,077 - mmdet - INFO - Epoch [17][2200/7330] lr: 4.612e-06, eta: 2 days, 12:39:32, time: 1.524, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1569, s0.acc: 94.5425, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2262, s1.loss_cls: 0.0748, s1.acc: 94.6414, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1113, s2.loss_cls: 0.0380, s2.acc: 94.4000, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0526, loss: 1.0826 2024-04-03 06:44:11,401 - mmdet - INFO - Epoch [17][2250/7330] lr: 4.612e-06, eta: 2 days, 12:38:16, time: 1.507, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1530, s0.acc: 94.7412, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2202, s1.loss_cls: 0.0727, s1.acc: 94.8648, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1094, s2.loss_cls: 0.0365, s2.acc: 94.6903, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0518, loss: 1.0428 2024-04-03 06:45:29,235 - mmdet - INFO - Epoch [17][2300/7330] lr: 4.612e-06, eta: 2 days, 12:37:03, time: 1.557, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1574, s0.acc: 94.3909, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2276, s1.loss_cls: 0.0744, s1.acc: 94.5968, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1124, s2.loss_cls: 0.0374, s2.acc: 94.3960, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0531, loss: 1.0961 2024-04-03 06:46:45,791 - mmdet - INFO - Epoch [17][2350/7330] lr: 4.612e-06, eta: 2 days, 12:35:49, time: 1.531, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1532, s0.acc: 94.6497, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2201, s1.loss_cls: 0.0737, s1.acc: 94.6821, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1089, s2.loss_cls: 0.0369, s2.acc: 94.5346, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0516, loss: 1.0562 2024-04-03 06:48:02,400 - mmdet - INFO - Epoch [17][2400/7330] lr: 4.612e-06, eta: 2 days, 12:34:34, time: 1.532, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1609, s0.acc: 94.3674, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2245, s1.loss_cls: 0.0774, s1.acc: 94.3933, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1108, s2.loss_cls: 0.0382, s2.acc: 94.3309, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0525, loss: 1.1013 2024-04-03 06:49:20,333 - mmdet - INFO - Epoch [17][2450/7330] lr: 4.612e-06, eta: 2 days, 12:33:21, time: 1.559, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1504, s0.acc: 94.7903, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2173, s1.loss_cls: 0.0713, s1.acc: 94.9395, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1083, s2.loss_cls: 0.0360, s2.acc: 94.7007, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0512, loss: 1.0484 2024-04-03 06:50:35,852 - mmdet - INFO - Epoch [17][2500/7330] lr: 4.612e-06, eta: 2 days, 12:32:06, time: 1.510, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1572, s0.acc: 94.3657, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2318, s1.loss_cls: 0.0746, s1.acc: 94.5322, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1151, s2.loss_cls: 0.0375, s2.acc: 94.3335, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0536, loss: 1.1115 2024-04-03 06:51:55,729 - mmdet - INFO - Epoch [17][2550/7330] lr: 4.612e-06, eta: 2 days, 12:30:55, time: 1.597, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1543, s0.acc: 94.6282, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2244, s1.loss_cls: 0.0737, s1.acc: 94.7603, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1113, s2.loss_cls: 0.0368, s2.acc: 94.5473, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0525, loss: 1.0646 2024-04-03 06:53:10,082 - mmdet - INFO - Epoch [17][2600/7330] lr: 4.612e-06, eta: 2 days, 12:29:38, time: 1.487, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1599, s0.acc: 94.4470, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2259, s1.loss_cls: 0.0760, s1.acc: 94.6447, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1119, s2.loss_cls: 0.0378, s2.acc: 94.5184, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0523, loss: 1.0751 2024-04-03 06:54:24,417 - mmdet - INFO - Epoch [17][2650/7330] lr: 4.612e-06, eta: 2 days, 12:28:21, time: 1.487, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1544, s0.acc: 94.5229, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2291, s1.loss_cls: 0.0743, s1.acc: 94.6220, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1132, s2.loss_cls: 0.0375, s2.acc: 94.4357, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0535, loss: 1.0787 2024-04-03 06:55:39,784 - mmdet - INFO - Epoch [17][2700/7330] lr: 4.612e-06, eta: 2 days, 12:27:05, time: 1.507, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1631, s0.acc: 94.2834, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2213, s1.loss_cls: 0.0777, s1.acc: 94.4303, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1096, s2.loss_cls: 0.0389, s2.acc: 94.2045, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0515, loss: 1.0962 2024-04-03 06:56:54,482 - mmdet - INFO - Epoch [17][2750/7330] lr: 4.612e-06, eta: 2 days, 12:25:48, time: 1.494, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1569, s0.acc: 94.4749, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2252, s1.loss_cls: 0.0745, s1.acc: 94.5975, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1119, s2.loss_cls: 0.0374, s2.acc: 94.4459, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0529, loss: 1.0868 2024-04-03 06:58:12,817 - mmdet - INFO - Epoch [17][2800/7330] lr: 4.612e-06, eta: 2 days, 12:24:36, time: 1.567, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1569, s0.acc: 94.4963, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2208, s1.loss_cls: 0.0746, s1.acc: 94.6336, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1098, s2.loss_cls: 0.0375, s2.acc: 94.5132, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0515, loss: 1.0656 2024-04-03 06:59:30,205 - mmdet - INFO - Epoch [17][2850/7330] lr: 4.612e-06, eta: 2 days, 12:23:22, time: 1.548, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1617, s0.acc: 94.4050, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2224, s1.loss_cls: 0.0768, s1.acc: 94.5762, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1110, s2.loss_cls: 0.0386, s2.acc: 94.3877, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0523, loss: 1.0924 2024-04-03 07:00:45,805 - mmdet - INFO - Epoch [17][2900/7330] lr: 4.612e-06, eta: 2 days, 12:22:07, time: 1.512, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1535, s0.acc: 94.6140, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2187, s1.loss_cls: 0.0745, s1.acc: 94.6877, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1083, s2.loss_cls: 0.0373, s2.acc: 94.5274, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0509, loss: 1.0531 2024-04-03 07:02:03,921 - mmdet - INFO - Epoch [17][2950/7330] lr: 4.612e-06, eta: 2 days, 12:20:54, time: 1.562, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1593, s0.acc: 94.5388, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2211, s1.loss_cls: 0.0755, s1.acc: 94.7139, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1096, s2.loss_cls: 0.0378, s2.acc: 94.5456, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0520, loss: 1.0656 2024-04-03 07:03:23,350 - mmdet - INFO - Epoch [17][3000/7330] lr: 4.612e-06, eta: 2 days, 12:19:43, time: 1.589, data_time: 0.044, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1543, s0.acc: 94.6807, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2252, s1.loss_cls: 0.0734, s1.acc: 94.7497, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1124, s2.loss_cls: 0.0364, s2.acc: 94.6536, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0532, loss: 1.0667 2024-04-03 07:04:38,207 - mmdet - INFO - Epoch [17][3050/7330] lr: 4.612e-06, eta: 2 days, 12:18:26, time: 1.497, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1712, s0.acc: 93.9827, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2311, s1.loss_cls: 0.0816, s1.acc: 94.1097, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1132, s2.loss_cls: 0.0407, s2.acc: 93.9772, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0534, loss: 1.1427 2024-04-03 07:05:54,647 - mmdet - INFO - Epoch [17][3100/7330] lr: 4.612e-06, eta: 2 days, 12:17:12, time: 1.529, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1635, s0.acc: 94.2908, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2241, s1.loss_cls: 0.0794, s1.acc: 94.3216, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1106, s2.loss_cls: 0.0396, s2.acc: 94.1150, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0521, loss: 1.0901 2024-04-03 07:07:09,612 - mmdet - INFO - Epoch [17][3150/7330] lr: 4.612e-06, eta: 2 days, 12:15:55, time: 1.499, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1617, s0.acc: 94.4375, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2233, s1.loss_cls: 0.0775, s1.acc: 94.5328, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1108, s2.loss_cls: 0.0384, s2.acc: 94.3803, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0524, loss: 1.0843 2024-04-03 07:08:24,927 - mmdet - INFO - Epoch [17][3200/7330] lr: 4.612e-06, eta: 2 days, 12:14:39, time: 1.506, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1558, s0.acc: 94.6333, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2249, s1.loss_cls: 0.0736, s1.acc: 94.8335, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1113, s2.loss_cls: 0.0369, s2.acc: 94.7245, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0526, loss: 1.0718 2024-04-03 07:09:38,839 - mmdet - INFO - Epoch [17][3250/7330] lr: 4.612e-06, eta: 2 days, 12:13:22, time: 1.478, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1606, s0.acc: 94.3467, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2280, s1.loss_cls: 0.0765, s1.acc: 94.4869, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1113, s2.loss_cls: 0.0382, s2.acc: 94.4104, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0527, loss: 1.0850 2024-04-03 07:10:53,046 - mmdet - INFO - Epoch [17][3300/7330] lr: 4.612e-06, eta: 2 days, 12:12:04, time: 1.484, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1587, s0.acc: 94.4841, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2267, s1.loss_cls: 0.0753, s1.acc: 94.5974, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1126, s2.loss_cls: 0.0372, s2.acc: 94.4676, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0529, loss: 1.0875 2024-04-03 07:12:05,452 - mmdet - INFO - Epoch [17][3350/7330] lr: 4.612e-06, eta: 2 days, 12:10:45, time: 1.448, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1573, s0.acc: 94.4961, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2258, s1.loss_cls: 0.0744, s1.acc: 94.6375, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1108, s2.loss_cls: 0.0374, s2.acc: 94.4640, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0523, loss: 1.0879 2024-04-03 07:13:22,602 - mmdet - INFO - Epoch [17][3400/7330] lr: 4.612e-06, eta: 2 days, 12:09:31, time: 1.543, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1601, s0.acc: 94.3435, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2291, s1.loss_cls: 0.0786, s1.acc: 94.3262, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1129, s2.loss_cls: 0.0392, s2.acc: 94.1682, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0531, loss: 1.1032 2024-04-03 07:14:39,436 - mmdet - INFO - Epoch [17][3450/7330] lr: 4.612e-06, eta: 2 days, 12:08:17, time: 1.536, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1498, s0.acc: 94.7861, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2215, s1.loss_cls: 0.0721, s1.acc: 94.9099, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1107, s2.loss_cls: 0.0364, s2.acc: 94.6879, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0521, loss: 1.0466 2024-04-03 07:15:58,063 - mmdet - INFO - Epoch [17][3500/7330] lr: 4.612e-06, eta: 2 days, 12:07:05, time: 1.573, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1614, s0.acc: 94.3315, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2235, s1.loss_cls: 0.0771, s1.acc: 94.4755, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1100, s2.loss_cls: 0.0384, s2.acc: 94.3391, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0514, loss: 1.0810 2024-04-03 07:17:11,883 - mmdet - INFO - Epoch [17][3550/7330] lr: 4.612e-06, eta: 2 days, 12:05:47, time: 1.476, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1603, s0.acc: 94.4175, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2248, s1.loss_cls: 0.0764, s1.acc: 94.5597, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1115, s2.loss_cls: 0.0384, s2.acc: 94.3759, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0525, loss: 1.0982 2024-04-03 07:18:30,941 - mmdet - INFO - Epoch [17][3600/7330] lr: 4.612e-06, eta: 2 days, 12:04:36, time: 1.581, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1581, s0.acc: 94.4470, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2262, s1.loss_cls: 0.0756, s1.acc: 94.5848, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1117, s2.loss_cls: 0.0378, s2.acc: 94.3601, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0521, loss: 1.0839 2024-04-03 07:19:47,620 - mmdet - INFO - Epoch [17][3650/7330] lr: 4.612e-06, eta: 2 days, 12:03:21, time: 1.534, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1561, s0.acc: 94.5620, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2269, s1.loss_cls: 0.0747, s1.acc: 94.7021, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1131, s2.loss_cls: 0.0376, s2.acc: 94.5289, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0534, loss: 1.0870 2024-04-03 07:21:04,535 - mmdet - INFO - Epoch [17][3700/7330] lr: 4.612e-06, eta: 2 days, 12:02:07, time: 1.538, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1592, s0.acc: 94.4204, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2278, s1.loss_cls: 0.0755, s1.acc: 94.5832, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1134, s2.loss_cls: 0.0379, s2.acc: 94.3986, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0532, loss: 1.0990 2024-04-03 07:22:19,721 - mmdet - INFO - Epoch [17][3750/7330] lr: 4.612e-06, eta: 2 days, 12:00:51, time: 1.504, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1573, s0.acc: 94.4238, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2292, s1.loss_cls: 0.0765, s1.acc: 94.4636, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1137, s2.loss_cls: 0.0382, s2.acc: 94.3014, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0536, loss: 1.1011 2024-04-03 07:23:33,512 - mmdet - INFO - Epoch [17][3800/7330] lr: 4.612e-06, eta: 2 days, 11:59:33, time: 1.476, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1603, s0.acc: 94.4141, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2248, s1.loss_cls: 0.0768, s1.acc: 94.5653, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1111, s2.loss_cls: 0.0386, s2.acc: 94.3372, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0525, loss: 1.0838 2024-04-03 07:24:55,066 - mmdet - INFO - Epoch [17][3850/7330] lr: 4.612e-06, eta: 2 days, 11:58:25, time: 1.631, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1634, s0.acc: 94.2310, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2270, s1.loss_cls: 0.0782, s1.acc: 94.3074, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1116, s2.loss_cls: 0.0394, s2.acc: 94.1104, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0525, loss: 1.1135 2024-04-03 07:26:10,007 - mmdet - INFO - Epoch [17][3900/7330] lr: 4.612e-06, eta: 2 days, 11:57:08, time: 1.498, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1620, s0.acc: 94.3003, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2286, s1.loss_cls: 0.0778, s1.acc: 94.3618, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1131, s2.loss_cls: 0.0391, s2.acc: 94.2404, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0533, loss: 1.1052 2024-04-03 07:27:24,697 - mmdet - INFO - Epoch [17][3950/7330] lr: 4.612e-06, eta: 2 days, 11:55:51, time: 1.494, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1519, s0.acc: 94.7561, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2213, s1.loss_cls: 0.0732, s1.acc: 94.8209, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1090, s2.loss_cls: 0.0369, s2.acc: 94.5571, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0515, loss: 1.0553 2024-04-03 07:28:43,823 - mmdet - INFO - Epoch [17][4000/7330] lr: 4.612e-06, eta: 2 days, 11:54:40, time: 1.583, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1616, s0.acc: 94.3792, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2305, s1.loss_cls: 0.0767, s1.acc: 94.4871, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1122, s2.loss_cls: 0.0387, s2.acc: 94.3369, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0529, loss: 1.0978 2024-04-03 07:30:03,688 - mmdet - INFO - Epoch [17][4050/7330] lr: 4.612e-06, eta: 2 days, 11:53:29, time: 1.597, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1578, s0.acc: 94.4954, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2248, s1.loss_cls: 0.0746, s1.acc: 94.5406, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1104, s2.loss_cls: 0.0370, s2.acc: 94.4003, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0519, loss: 1.0884 2024-04-03 07:31:21,675 - mmdet - INFO - Epoch [17][4100/7330] lr: 4.612e-06, eta: 2 days, 11:52:16, time: 1.560, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1563, s0.acc: 94.5603, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2222, s1.loss_cls: 0.0755, s1.acc: 94.7190, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1096, s2.loss_cls: 0.0375, s2.acc: 94.6255, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0515, loss: 1.0692 2024-04-03 07:32:37,175 - mmdet - INFO - Epoch [17][4150/7330] lr: 4.612e-06, eta: 2 days, 11:51:01, time: 1.510, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1600, s0.acc: 94.4626, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2258, s1.loss_cls: 0.0761, s1.acc: 94.5892, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1112, s2.loss_cls: 0.0379, s2.acc: 94.3505, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0526, loss: 1.0957 2024-04-03 07:33:53,535 - mmdet - INFO - Epoch [17][4200/7330] lr: 4.612e-06, eta: 2 days, 11:49:46, time: 1.527, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1581, s0.acc: 94.5750, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2255, s1.loss_cls: 0.0762, s1.acc: 94.7034, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1109, s2.loss_cls: 0.0377, s2.acc: 94.6605, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0521, loss: 1.0714 2024-04-03 07:35:11,015 - mmdet - INFO - Epoch [17][4250/7330] lr: 4.612e-06, eta: 2 days, 11:48:32, time: 1.550, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1608, s0.acc: 94.4473, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2252, s1.loss_cls: 0.0770, s1.acc: 94.5303, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1109, s2.loss_cls: 0.0385, s2.acc: 94.3151, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0523, loss: 1.0896 2024-04-03 07:36:24,891 - mmdet - INFO - Epoch [17][4300/7330] lr: 4.612e-06, eta: 2 days, 11:47:15, time: 1.478, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1534, s0.acc: 94.5828, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2178, s1.loss_cls: 0.0736, s1.acc: 94.6576, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1086, s2.loss_cls: 0.0367, s2.acc: 94.5451, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0512, loss: 1.0549 2024-04-03 07:37:41,547 - mmdet - INFO - Epoch [17][4350/7330] lr: 4.612e-06, eta: 2 days, 11:46:00, time: 1.533, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1592, s0.acc: 94.4236, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2201, s1.loss_cls: 0.0764, s1.acc: 94.5403, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1093, s2.loss_cls: 0.0383, s2.acc: 94.3274, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0516, loss: 1.0725 2024-04-03 07:38:58,066 - mmdet - INFO - Epoch [17][4400/7330] lr: 4.612e-06, eta: 2 days, 11:44:46, time: 1.531, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1521, s0.acc: 94.6321, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2194, s1.loss_cls: 0.0731, s1.acc: 94.7697, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1085, s2.loss_cls: 0.0372, s2.acc: 94.6126, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0511, loss: 1.0400 2024-04-03 07:40:12,939 - mmdet - INFO - Epoch [17][4450/7330] lr: 4.612e-06, eta: 2 days, 11:43:29, time: 1.497, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1518, s0.acc: 94.8188, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2203, s1.loss_cls: 0.0733, s1.acc: 94.8824, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1093, s2.loss_cls: 0.0365, s2.acc: 94.7270, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0515, loss: 1.0421 2024-04-03 07:41:29,959 - mmdet - INFO - Epoch [17][4500/7330] lr: 4.612e-06, eta: 2 days, 11:42:15, time: 1.540, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1640, s0.acc: 94.3105, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2289, s1.loss_cls: 0.0784, s1.acc: 94.4587, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1130, s2.loss_cls: 0.0395, s2.acc: 94.2003, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0533, loss: 1.1087 2024-04-03 07:42:48,436 - mmdet - INFO - Epoch [17][4550/7330] lr: 4.612e-06, eta: 2 days, 11:41:03, time: 1.570, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1498, s0.acc: 94.7900, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2236, s1.loss_cls: 0.0719, s1.acc: 94.9083, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1116, s2.loss_cls: 0.0353, s2.acc: 94.8298, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0526, loss: 1.0611 2024-04-03 07:44:05,787 - mmdet - INFO - Epoch [17][4600/7330] lr: 4.612e-06, eta: 2 days, 11:39:49, time: 1.547, data_time: 0.064, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1592, s0.acc: 94.3894, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2218, s1.loss_cls: 0.0768, s1.acc: 94.4336, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1105, s2.loss_cls: 0.0387, s2.acc: 94.2636, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0522, loss: 1.0929 2024-04-03 07:45:22,500 - mmdet - INFO - Epoch [17][4650/7330] lr: 4.612e-06, eta: 2 days, 11:38:35, time: 1.534, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1623, s0.acc: 94.4019, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2258, s1.loss_cls: 0.0776, s1.acc: 94.4797, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1116, s2.loss_cls: 0.0388, s2.acc: 94.3426, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0527, loss: 1.0992 2024-04-03 07:46:38,931 - mmdet - INFO - Epoch [17][4700/7330] lr: 4.612e-06, eta: 2 days, 11:37:20, time: 1.529, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1619, s0.acc: 94.3184, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2318, s1.loss_cls: 0.0758, s1.acc: 94.5323, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1139, s2.loss_cls: 0.0382, s2.acc: 94.3610, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0537, loss: 1.1114 2024-04-03 07:47:55,907 - mmdet - INFO - Epoch [17][4750/7330] lr: 4.612e-06, eta: 2 days, 11:36:06, time: 1.539, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1489, s0.acc: 94.7664, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2193, s1.loss_cls: 0.0711, s1.acc: 94.9113, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1091, s2.loss_cls: 0.0355, s2.acc: 94.7022, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0518, loss: 1.0419 2024-04-03 07:49:14,600 - mmdet - INFO - Epoch [17][4800/7330] lr: 4.612e-06, eta: 2 days, 11:34:54, time: 1.574, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1479, s0.acc: 94.8533, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2293, s1.loss_cls: 0.0718, s1.acc: 94.8709, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1136, s2.loss_cls: 0.0359, s2.acc: 94.7034, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0539, loss: 1.0593 2024-04-03 07:50:30,273 - mmdet - INFO - Epoch [17][4850/7330] lr: 4.612e-06, eta: 2 days, 11:33:38, time: 1.513, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1601, s0.acc: 94.3699, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2220, s1.loss_cls: 0.0770, s1.acc: 94.4020, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1099, s2.loss_cls: 0.0387, s2.acc: 94.2104, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0520, loss: 1.0835 2024-04-03 07:51:47,362 - mmdet - INFO - Epoch [17][4900/7330] lr: 4.612e-06, eta: 2 days, 11:32:25, time: 1.542, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1601, s0.acc: 94.3247, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2290, s1.loss_cls: 0.0765, s1.acc: 94.5109, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1133, s2.loss_cls: 0.0381, s2.acc: 94.4111, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0532, loss: 1.1009 2024-04-03 07:53:05,023 - mmdet - INFO - Epoch [17][4950/7330] lr: 4.612e-06, eta: 2 days, 11:31:11, time: 1.553, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1616, s0.acc: 94.4714, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2281, s1.loss_cls: 0.0774, s1.acc: 94.5004, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1115, s2.loss_cls: 0.0391, s2.acc: 94.3019, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0526, loss: 1.0979 2024-04-03 07:54:19,141 - mmdet - INFO - Epoch [17][5000/7330] lr: 4.612e-06, eta: 2 days, 11:29:54, time: 1.482, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1604, s0.acc: 94.4009, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2249, s1.loss_cls: 0.0765, s1.acc: 94.5718, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1117, s2.loss_cls: 0.0381, s2.acc: 94.3346, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0527, loss: 1.0869 2024-04-03 07:55:36,355 - mmdet - INFO - Epoch [17][5050/7330] lr: 4.612e-06, eta: 2 days, 11:28:40, time: 1.544, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1598, s0.acc: 94.3909, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2292, s1.loss_cls: 0.0749, s1.acc: 94.5336, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1124, s2.loss_cls: 0.0379, s2.acc: 94.4005, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0531, loss: 1.0977 2024-04-03 07:56:51,163 - mmdet - INFO - Epoch [17][5100/7330] lr: 4.612e-06, eta: 2 days, 11:27:23, time: 1.496, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1608, s0.acc: 94.4341, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2242, s1.loss_cls: 0.0763, s1.acc: 94.5247, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1100, s2.loss_cls: 0.0382, s2.acc: 94.4123, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0517, loss: 1.0884 2024-04-03 07:58:09,320 - mmdet - INFO - Epoch [17][5150/7330] lr: 4.612e-06, eta: 2 days, 11:26:11, time: 1.564, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1672, s0.acc: 94.2192, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2277, s1.loss_cls: 0.0792, s1.acc: 94.3789, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1123, s2.loss_cls: 0.0397, s2.acc: 94.2021, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0532, loss: 1.1193 2024-04-03 07:59:26,135 - mmdet - INFO - Epoch [17][5200/7330] lr: 4.612e-06, eta: 2 days, 11:24:56, time: 1.536, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1557, s0.acc: 94.4006, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2241, s1.loss_cls: 0.0746, s1.acc: 94.4971, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1108, s2.loss_cls: 0.0375, s2.acc: 94.3370, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0523, loss: 1.0772 2024-04-03 08:00:46,432 - mmdet - INFO - Epoch [17][5250/7330] lr: 4.612e-06, eta: 2 days, 11:23:46, time: 1.606, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1528, s0.acc: 94.5820, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2238, s1.loss_cls: 0.0724, s1.acc: 94.6708, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1101, s2.loss_cls: 0.0367, s2.acc: 94.4117, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0518, loss: 1.0725 2024-04-03 08:02:00,863 - mmdet - INFO - Epoch [17][5300/7330] lr: 4.612e-06, eta: 2 days, 11:22:29, time: 1.488, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1614, s0.acc: 94.3657, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2262, s1.loss_cls: 0.0771, s1.acc: 94.4790, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1114, s2.loss_cls: 0.0383, s2.acc: 94.3742, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0523, loss: 1.0864 2024-04-03 08:03:14,704 - mmdet - INFO - Epoch [17][5350/7330] lr: 4.612e-06, eta: 2 days, 11:21:11, time: 1.477, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1470, s0.acc: 94.8889, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2212, s1.loss_cls: 0.0705, s1.acc: 95.0741, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1086, s2.loss_cls: 0.0354, s2.acc: 94.9389, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0511, loss: 1.0342 2024-04-03 08:04:29,506 - mmdet - INFO - Epoch [17][5400/7330] lr: 4.612e-06, eta: 2 days, 11:19:55, time: 1.496, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1582, s0.acc: 94.5369, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2218, s1.loss_cls: 0.0752, s1.acc: 94.6566, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1107, s2.loss_cls: 0.0379, s2.acc: 94.4605, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0520, loss: 1.0696 2024-04-03 08:05:46,131 - mmdet - INFO - Epoch [17][5450/7330] lr: 4.612e-06, eta: 2 days, 11:18:40, time: 1.532, data_time: 0.045, memory: 29881, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1578, s0.acc: 94.4954, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2254, s1.loss_cls: 0.0748, s1.acc: 94.6755, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1114, s2.loss_cls: 0.0373, s2.acc: 94.5375, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0525, loss: 1.0759 2024-04-03 08:07:00,265 - mmdet - INFO - Epoch [17][5500/7330] lr: 4.612e-06, eta: 2 days, 11:17:23, time: 1.483, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1540, s0.acc: 94.6638, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2282, s1.loss_cls: 0.0743, s1.acc: 94.7802, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1125, s2.loss_cls: 0.0369, s2.acc: 94.5743, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0533, loss: 1.0724 2024-04-03 08:08:16,467 - mmdet - INFO - Epoch [17][5550/7330] lr: 4.612e-06, eta: 2 days, 11:16:08, time: 1.524, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1621, s0.acc: 94.3513, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2276, s1.loss_cls: 0.0766, s1.acc: 94.4544, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1144, s2.loss_cls: 0.0385, s2.acc: 94.2539, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0540, loss: 1.0999 2024-04-03 08:09:35,190 - mmdet - INFO - Epoch [17][5600/7330] lr: 4.612e-06, eta: 2 days, 11:14:56, time: 1.575, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1635, s0.acc: 94.3220, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2238, s1.loss_cls: 0.0774, s1.acc: 94.4568, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1114, s2.loss_cls: 0.0389, s2.acc: 94.3023, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0524, loss: 1.1023 2024-04-03 08:10:50,906 - mmdet - INFO - Epoch [17][5650/7330] lr: 4.612e-06, eta: 2 days, 11:13:40, time: 1.514, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1637, s0.acc: 94.2952, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2218, s1.loss_cls: 0.0775, s1.acc: 94.3903, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1096, s2.loss_cls: 0.0392, s2.acc: 94.1559, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0520, loss: 1.0943 2024-04-03 08:12:08,523 - mmdet - INFO - Epoch [17][5700/7330] lr: 4.612e-06, eta: 2 days, 11:12:27, time: 1.552, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1649, s0.acc: 94.2949, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2277, s1.loss_cls: 0.0781, s1.acc: 94.4227, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1128, s2.loss_cls: 0.0392, s2.acc: 94.1751, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0527, loss: 1.1179 2024-04-03 08:13:25,426 - mmdet - INFO - Epoch [17][5750/7330] lr: 4.612e-06, eta: 2 days, 11:11:13, time: 1.538, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1575, s0.acc: 94.4976, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2228, s1.loss_cls: 0.0747, s1.acc: 94.6549, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1106, s2.loss_cls: 0.0382, s2.acc: 94.3254, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0521, loss: 1.0814 2024-04-03 08:14:42,234 - mmdet - INFO - Epoch [17][5800/7330] lr: 4.612e-06, eta: 2 days, 11:09:59, time: 1.536, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1589, s0.acc: 94.5120, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2261, s1.loss_cls: 0.0755, s1.acc: 94.5981, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1109, s2.loss_cls: 0.0372, s2.acc: 94.5239, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0524, loss: 1.0774 2024-04-03 08:15:57,877 - mmdet - INFO - Epoch [17][5850/7330] lr: 4.612e-06, eta: 2 days, 11:08:43, time: 1.513, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1625, s0.acc: 94.3706, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2241, s1.loss_cls: 0.0766, s1.acc: 94.5388, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1105, s2.loss_cls: 0.0395, s2.acc: 94.2038, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0520, loss: 1.0932 2024-04-03 08:17:15,889 - mmdet - INFO - Epoch [17][5900/7330] lr: 4.612e-06, eta: 2 days, 11:07:30, time: 1.560, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1545, s0.acc: 94.6267, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2256, s1.loss_cls: 0.0746, s1.acc: 94.6690, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1107, s2.loss_cls: 0.0372, s2.acc: 94.4467, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0519, loss: 1.0616 2024-04-03 08:18:30,891 - mmdet - INFO - Epoch [17][5950/7330] lr: 4.612e-06, eta: 2 days, 11:06:14, time: 1.500, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1743, s0.acc: 93.9280, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2329, s1.loss_cls: 0.0832, s1.acc: 94.0644, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1132, s2.loss_cls: 0.0413, s2.acc: 93.8665, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0529, loss: 1.1571 2024-04-03 08:19:46,390 - mmdet - INFO - Epoch [17][6000/7330] lr: 4.612e-06, eta: 2 days, 11:04:58, time: 1.510, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1625, s0.acc: 94.3867, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2253, s1.loss_cls: 0.0778, s1.acc: 94.4941, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1112, s2.loss_cls: 0.0386, s2.acc: 94.4058, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0523, loss: 1.0890 2024-04-03 08:21:03,742 - mmdet - INFO - Epoch [17][6050/7330] lr: 4.612e-06, eta: 2 days, 11:03:44, time: 1.547, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1532, s0.acc: 94.7034, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2216, s1.loss_cls: 0.0728, s1.acc: 94.8437, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1109, s2.loss_cls: 0.0365, s2.acc: 94.6891, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0527, loss: 1.0585 2024-04-03 08:22:19,548 - mmdet - INFO - Epoch [17][6100/7330] lr: 4.612e-06, eta: 2 days, 11:02:29, time: 1.516, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1521, s0.acc: 94.6914, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2215, s1.loss_cls: 0.0731, s1.acc: 94.8239, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1102, s2.loss_cls: 0.0365, s2.acc: 94.7333, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0518, loss: 1.0516 2024-04-03 08:23:35,290 - mmdet - INFO - Epoch [17][6150/7330] lr: 4.612e-06, eta: 2 days, 11:01:13, time: 1.515, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1599, s0.acc: 94.5537, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2199, s1.loss_cls: 0.0762, s1.acc: 94.6191, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1091, s2.loss_cls: 0.0388, s2.acc: 94.4042, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0508, loss: 1.0631 2024-04-03 08:24:52,441 - mmdet - INFO - Epoch [17][6200/7330] lr: 4.612e-06, eta: 2 days, 10:59:59, time: 1.543, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1632, s0.acc: 94.1675, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2290, s1.loss_cls: 0.0779, s1.acc: 94.3389, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1133, s2.loss_cls: 0.0395, s2.acc: 94.1335, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0533, loss: 1.1251 2024-04-03 08:26:09,137 - mmdet - INFO - Epoch [17][6250/7330] lr: 4.612e-06, eta: 2 days, 10:58:45, time: 1.534, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1651, s0.acc: 94.1921, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2277, s1.loss_cls: 0.0799, s1.acc: 94.2112, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1128, s2.loss_cls: 0.0396, s2.acc: 94.1318, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0529, loss: 1.1313 2024-04-03 08:27:27,729 - mmdet - INFO - Epoch [17][6300/7330] lr: 4.612e-06, eta: 2 days, 10:57:32, time: 1.572, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1553, s0.acc: 94.6926, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2263, s1.loss_cls: 0.0750, s1.acc: 94.7932, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1131, s2.loss_cls: 0.0375, s2.acc: 94.6304, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0530, loss: 1.0788 2024-04-03 08:28:44,636 - mmdet - INFO - Epoch [17][6350/7330] lr: 4.612e-06, eta: 2 days, 10:56:18, time: 1.538, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1540, s0.acc: 94.6084, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2225, s1.loss_cls: 0.0734, s1.acc: 94.7536, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1115, s2.loss_cls: 0.0367, s2.acc: 94.5998, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0527, loss: 1.0677 2024-04-03 08:30:02,670 - mmdet - INFO - Epoch [17][6400/7330] lr: 4.612e-06, eta: 2 days, 10:55:05, time: 1.561, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1471, s0.acc: 94.8289, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2168, s1.loss_cls: 0.0705, s1.acc: 94.8749, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1084, s2.loss_cls: 0.0358, s2.acc: 94.6730, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0514, loss: 1.0261 2024-04-03 08:31:16,842 - mmdet - INFO - Epoch [17][6450/7330] lr: 4.612e-06, eta: 2 days, 10:53:48, time: 1.483, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1496, s0.acc: 94.7261, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2222, s1.loss_cls: 0.0711, s1.acc: 94.9322, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1104, s2.loss_cls: 0.0358, s2.acc: 94.7843, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0521, loss: 1.0587 2024-04-03 08:32:32,596 - mmdet - INFO - Epoch [17][6500/7330] lr: 4.612e-06, eta: 2 days, 10:52:32, time: 1.515, data_time: 0.045, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1503, s0.acc: 94.7114, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2212, s1.loss_cls: 0.0703, s1.acc: 94.9270, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1102, s2.loss_cls: 0.0349, s2.acc: 94.7640, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0519, loss: 1.0545 2024-04-03 08:33:50,643 - mmdet - INFO - Epoch [17][6550/7330] lr: 4.612e-06, eta: 2 days, 10:51:20, time: 1.561, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1491, s0.acc: 94.8618, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2294, s1.loss_cls: 0.0704, s1.acc: 95.1034, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1115, s2.loss_cls: 0.0354, s2.acc: 94.9396, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0524, loss: 1.0533 2024-04-03 08:35:09,036 - mmdet - INFO - Epoch [17][6600/7330] lr: 4.612e-06, eta: 2 days, 10:50:07, time: 1.568, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1537, s0.acc: 94.6885, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2256, s1.loss_cls: 0.0727, s1.acc: 94.8123, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1113, s2.loss_cls: 0.0361, s2.acc: 94.8036, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0523, loss: 1.0612 2024-04-03 08:36:25,811 - mmdet - INFO - Epoch [17][6650/7330] lr: 4.612e-06, eta: 2 days, 10:48:53, time: 1.535, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1528, s0.acc: 94.5713, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2265, s1.loss_cls: 0.0739, s1.acc: 94.6793, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1123, s2.loss_cls: 0.0373, s2.acc: 94.3916, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0530, loss: 1.0782 2024-04-03 08:37:43,097 - mmdet - INFO - Epoch [17][6700/7330] lr: 4.612e-06, eta: 2 days, 10:47:39, time: 1.545, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1610, s0.acc: 94.4670, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2311, s1.loss_cls: 0.0768, s1.acc: 94.6071, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1141, s2.loss_cls: 0.0380, s2.acc: 94.4892, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0537, loss: 1.0932 2024-04-03 08:39:04,494 - mmdet - INFO - Epoch [17][6750/7330] lr: 4.612e-06, eta: 2 days, 10:46:30, time: 1.628, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1554, s0.acc: 94.6284, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2242, s1.loss_cls: 0.0741, s1.acc: 94.7389, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1106, s2.loss_cls: 0.0375, s2.acc: 94.6060, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0520, loss: 1.0638 2024-04-03 08:40:26,705 - mmdet - INFO - Epoch [17][6800/7330] lr: 4.612e-06, eta: 2 days, 10:45:21, time: 1.645, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1574, s0.acc: 94.5012, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2297, s1.loss_cls: 0.0753, s1.acc: 94.5728, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1123, s2.loss_cls: 0.0370, s2.acc: 94.4973, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0529, loss: 1.0932 2024-04-03 08:41:44,693 - mmdet - INFO - Epoch [17][6850/7330] lr: 4.612e-06, eta: 2 days, 10:44:08, time: 1.560, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1564, s0.acc: 94.5623, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2294, s1.loss_cls: 0.0735, s1.acc: 94.7242, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1133, s2.loss_cls: 0.0366, s2.acc: 94.6288, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0532, loss: 1.0748 2024-04-03 08:42:57,932 - mmdet - INFO - Epoch [17][6900/7330] lr: 4.612e-06, eta: 2 days, 10:42:50, time: 1.465, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1550, s0.acc: 94.6614, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2246, s1.loss_cls: 0.0728, s1.acc: 94.8850, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1112, s2.loss_cls: 0.0364, s2.acc: 94.7055, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0527, loss: 1.0605 2024-04-03 08:44:15,562 - mmdet - INFO - Epoch [17][6950/7330] lr: 4.612e-06, eta: 2 days, 10:41:37, time: 1.553, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1470, s0.acc: 94.8875, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2179, s1.loss_cls: 0.0705, s1.acc: 95.0381, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1088, s2.loss_cls: 0.0356, s2.acc: 94.8878, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0515, loss: 1.0380 2024-04-03 08:45:32,415 - mmdet - INFO - Epoch [17][7000/7330] lr: 4.612e-06, eta: 2 days, 10:40:22, time: 1.537, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1631, s0.acc: 94.4124, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2264, s1.loss_cls: 0.0775, s1.acc: 94.5062, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1108, s2.loss_cls: 0.0390, s2.acc: 94.2413, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0519, loss: 1.1023 2024-04-03 08:46:50,206 - mmdet - INFO - Epoch [17][7050/7330] lr: 4.612e-06, eta: 2 days, 10:39:09, time: 1.556, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1530, s0.acc: 94.5945, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2197, s1.loss_cls: 0.0725, s1.acc: 94.8225, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1093, s2.loss_cls: 0.0367, s2.acc: 94.5889, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0517, loss: 1.0567 2024-04-03 08:48:07,003 - mmdet - INFO - Epoch [17][7100/7330] lr: 4.612e-06, eta: 2 days, 10:37:55, time: 1.536, data_time: 0.045, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1536, s0.acc: 94.5339, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2249, s1.loss_cls: 0.0738, s1.acc: 94.6756, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1124, s2.loss_cls: 0.0375, s2.acc: 94.4955, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0533, loss: 1.0774 2024-04-03 08:49:27,472 - mmdet - INFO - Epoch [17][7150/7330] lr: 4.612e-06, eta: 2 days, 10:36:44, time: 1.609, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1588, s0.acc: 94.5359, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2214, s1.loss_cls: 0.0756, s1.acc: 94.6084, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1097, s2.loss_cls: 0.0378, s2.acc: 94.5033, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0517, loss: 1.0700 2024-04-03 08:50:42,909 - mmdet - INFO - Epoch [17][7200/7330] lr: 4.612e-06, eta: 2 days, 10:35:29, time: 1.509, data_time: 0.065, memory: 29881, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1687, s0.acc: 94.0090, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2309, s1.loss_cls: 0.0818, s1.acc: 94.0310, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1134, s2.loss_cls: 0.0408, s2.acc: 93.7760, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0535, loss: 1.1321 2024-04-03 08:51:59,111 - mmdet - INFO - Epoch [17][7250/7330] lr: 4.612e-06, eta: 2 days, 10:34:13, time: 1.524, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1558, s0.acc: 94.4578, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2272, s1.loss_cls: 0.0753, s1.acc: 94.5102, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1126, s2.loss_cls: 0.0371, s2.acc: 94.3710, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0531, loss: 1.0841 2024-04-03 08:53:13,479 - mmdet - INFO - Epoch [17][7300/7330] lr: 4.612e-06, eta: 2 days, 10:32:56, time: 1.487, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1746, s0.acc: 93.8979, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2324, s1.loss_cls: 0.0837, s1.acc: 93.9632, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1164, s2.loss_cls: 0.0415, s2.acc: 93.8743, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0548, loss: 1.1592 2024-04-03 08:53:58,371 - mmdet - INFO - Saving checkpoint at 17 epochs 2024-04-03 09:01:56,064 - mmdet - INFO - Evaluating bbox... 2024-04-03 09:02:40,813 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.501 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.690 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.542 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.320 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 ] = 0.638 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.636 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 ] = 0.679 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.770 2024-04-03 09:02:40,814 - mmdet - INFO - Evaluating segm... 2024-04-03 09:03:26,679 - 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 ] = 0.664 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.467 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.229 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.471 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 ] = 0.553 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.553 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.553 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 ] = 0.597 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.701 2024-04-03 09:03:27,294 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 09:03:27,296 - mmdet - INFO - Epoch(val) [17][1250] bbox_mAP: 0.5010, bbox_mAP_50: 0.6900, bbox_mAP_75: 0.5420, bbox_mAP_s: 0.3200, bbox_mAP_m: 0.5480, bbox_mAP_l: 0.6380, bbox_mAP_copypaste: 0.501 0.690 0.542 0.320 0.548 0.638, segm_mAP: 0.4310, segm_mAP_50: 0.6640, segm_mAP_75: 0.4670, segm_mAP_s: 0.2290, segm_mAP_m: 0.4710, segm_mAP_l: 0.6080, segm_mAP_copypaste: 0.431 0.664 0.467 0.229 0.471 0.608 2024-04-03 09:04:45,097 - mmdet - INFO - Epoch [18][50/7330] lr: 4.612e-06, eta: 2 days, 10:30:07, time: 1.555, data_time: 0.119, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1591, s0.acc: 94.4319, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2192, s1.loss_cls: 0.0758, s1.acc: 94.5946, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1086, s2.loss_cls: 0.0377, s2.acc: 94.4053, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0514, loss: 1.0759 2024-04-03 09:06:00,316 - mmdet - INFO - Epoch [18][100/7330] lr: 4.612e-06, eta: 2 days, 10:28:51, time: 1.504, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1540, s0.acc: 94.5725, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2251, s1.loss_cls: 0.0732, s1.acc: 94.7432, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1120, s2.loss_cls: 0.0369, s2.acc: 94.6180, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0538, loss: 1.0771 2024-04-03 09:07:18,394 - mmdet - INFO - Epoch [18][150/7330] lr: 4.612e-06, eta: 2 days, 10:27:38, time: 1.562, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1594, s0.acc: 94.3579, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2253, s1.loss_cls: 0.0768, s1.acc: 94.5021, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1114, s2.loss_cls: 0.0387, s2.acc: 94.3688, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0525, loss: 1.0931 2024-04-03 09:08:35,181 - mmdet - INFO - Epoch [18][200/7330] lr: 4.612e-06, eta: 2 days, 10:26:24, time: 1.536, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1663, s0.acc: 93.9446, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2341, s1.loss_cls: 0.0801, s1.acc: 94.0502, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1158, s2.loss_cls: 0.0400, s2.acc: 93.9794, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0544, loss: 1.1377 2024-04-03 09:09:50,657 - mmdet - INFO - Epoch [18][250/7330] lr: 4.612e-06, eta: 2 days, 10:25:08, time: 1.510, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1482, s0.acc: 94.8123, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2244, s1.loss_cls: 0.0698, s1.acc: 95.0227, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1121, s2.loss_cls: 0.0351, s2.acc: 94.8473, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0529, loss: 1.0515 2024-04-03 09:11:07,853 - mmdet - INFO - Epoch [18][300/7330] lr: 4.612e-06, eta: 2 days, 10:23:54, time: 1.544, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1579, s0.acc: 94.4255, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2270, s1.loss_cls: 0.0754, s1.acc: 94.5944, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1120, s2.loss_cls: 0.0380, s2.acc: 94.4079, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0523, loss: 1.0867 2024-04-03 09:12:22,676 - mmdet - INFO - Epoch [18][350/7330] lr: 4.612e-06, eta: 2 days, 10:22:37, time: 1.497, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1552, s0.acc: 94.5083, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2248, s1.loss_cls: 0.0731, s1.acc: 94.7451, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1111, s2.loss_cls: 0.0370, s2.acc: 94.6001, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0523, loss: 1.0788 2024-04-03 09:13:37,662 - mmdet - INFO - Epoch [18][400/7330] lr: 4.612e-06, eta: 2 days, 10:21:21, time: 1.499, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1521, s0.acc: 94.6267, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2231, s1.loss_cls: 0.0729, s1.acc: 94.7845, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1107, s2.loss_cls: 0.0366, s2.acc: 94.6108, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0524, loss: 1.0613 2024-04-03 09:14:52,512 - mmdet - INFO - Epoch [18][450/7330] lr: 4.612e-06, eta: 2 days, 10:20:04, time: 1.497, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1507, s0.acc: 94.6809, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2197, s1.loss_cls: 0.0705, s1.acc: 94.8534, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1104, s2.loss_cls: 0.0350, s2.acc: 94.7094, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0523, loss: 1.0430 2024-04-03 09:16:07,896 - mmdet - INFO - Epoch [18][500/7330] lr: 4.612e-06, eta: 2 days, 10:18:49, time: 1.508, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1481, s0.acc: 94.7124, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2271, s1.loss_cls: 0.0717, s1.acc: 94.8318, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1113, s2.loss_cls: 0.0360, s2.acc: 94.6498, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0522, loss: 1.0601 2024-04-03 09:17:24,863 - mmdet - INFO - Epoch [18][550/7330] lr: 4.612e-06, eta: 2 days, 10:17:34, time: 1.540, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1636, s0.acc: 94.2593, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2243, s1.loss_cls: 0.0777, s1.acc: 94.4782, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1096, s2.loss_cls: 0.0389, s2.acc: 94.3195, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0516, loss: 1.0981 2024-04-03 09:18:42,660 - mmdet - INFO - Epoch [18][600/7330] lr: 4.612e-06, eta: 2 days, 10:16:21, time: 1.556, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1586, s0.acc: 94.5364, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2246, s1.loss_cls: 0.0764, s1.acc: 94.6552, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1112, s2.loss_cls: 0.0383, s2.acc: 94.4548, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0524, loss: 1.0774 2024-04-03 09:19:59,676 - mmdet - INFO - Epoch [18][650/7330] lr: 4.612e-06, eta: 2 days, 10:15:07, time: 1.540, data_time: 0.064, memory: 29881, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1647, s0.acc: 94.2295, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2241, s1.loss_cls: 0.0779, s1.acc: 94.4598, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1118, s2.loss_cls: 0.0390, s2.acc: 94.2114, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0531, loss: 1.1193 2024-04-03 09:21:18,099 - mmdet - INFO - Epoch [18][700/7330] lr: 4.612e-06, eta: 2 days, 10:13:54, time: 1.568, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1530, s0.acc: 94.6643, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2216, s1.loss_cls: 0.0729, s1.acc: 94.7622, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1111, s2.loss_cls: 0.0362, s2.acc: 94.6052, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0533, loss: 1.0657 2024-04-03 09:22:32,168 - mmdet - INFO - Epoch [18][750/7330] lr: 4.612e-06, eta: 2 days, 10:12:37, time: 1.481, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1559, s0.acc: 94.5286, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2252, s1.loss_cls: 0.0751, s1.acc: 94.5648, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1119, s2.loss_cls: 0.0377, s2.acc: 94.4323, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0529, loss: 1.0806 2024-04-03 09:23:46,379 - mmdet - INFO - Epoch [18][800/7330] lr: 4.612e-06, eta: 2 days, 10:11:20, time: 1.484, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1490, s0.acc: 94.8079, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2141, s1.loss_cls: 0.0717, s1.acc: 94.8934, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1063, s2.loss_cls: 0.0358, s2.acc: 94.8230, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0504, loss: 1.0272 2024-04-03 09:25:02,579 - mmdet - INFO - Epoch [18][850/7330] lr: 4.612e-06, eta: 2 days, 10:10:05, time: 1.524, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1603, s0.acc: 94.3789, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2287, s1.loss_cls: 0.0763, s1.acc: 94.5139, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1123, s2.loss_cls: 0.0380, s2.acc: 94.4554, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0527, loss: 1.0935 2024-04-03 09:26:15,867 - mmdet - INFO - Epoch [18][900/7330] lr: 4.612e-06, eta: 2 days, 10:08:47, time: 1.466, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1591, s0.acc: 94.4263, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2276, s1.loss_cls: 0.0762, s1.acc: 94.5177, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1119, s2.loss_cls: 0.0382, s2.acc: 94.3936, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0525, loss: 1.0994 2024-04-03 09:27:31,486 - mmdet - INFO - Epoch [18][950/7330] lr: 4.612e-06, eta: 2 days, 10:07:31, time: 1.512, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1547, s0.acc: 94.5845, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2216, s1.loss_cls: 0.0741, s1.acc: 94.7295, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1107, s2.loss_cls: 0.0371, s2.acc: 94.4937, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0524, loss: 1.0679 2024-04-03 09:28:46,212 - mmdet - INFO - Epoch [18][1000/7330] lr: 4.612e-06, eta: 2 days, 10:06:14, time: 1.495, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1527, s0.acc: 94.6836, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2238, s1.loss_cls: 0.0736, s1.acc: 94.7978, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1103, s2.loss_cls: 0.0370, s2.acc: 94.5718, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0524, loss: 1.0581 2024-04-03 09:30:01,872 - mmdet - INFO - Epoch [18][1050/7330] lr: 4.612e-06, eta: 2 days, 10:04:59, time: 1.513, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1553, s0.acc: 94.5447, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2228, s1.loss_cls: 0.0746, s1.acc: 94.6607, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1100, s2.loss_cls: 0.0372, s2.acc: 94.6305, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0523, loss: 1.0640 2024-04-03 09:31:20,766 - mmdet - INFO - Epoch [18][1100/7330] lr: 4.612e-06, eta: 2 days, 10:03:47, time: 1.578, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1528, s0.acc: 94.6357, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2258, s1.loss_cls: 0.0734, s1.acc: 94.6774, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1111, s2.loss_cls: 0.0368, s2.acc: 94.5890, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0523, loss: 1.0692 2024-04-03 09:32:34,267 - mmdet - INFO - Epoch [18][1150/7330] lr: 4.612e-06, eta: 2 days, 10:02:29, time: 1.470, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1555, s0.acc: 94.5093, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2244, s1.loss_cls: 0.0746, s1.acc: 94.6612, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1113, s2.loss_cls: 0.0377, s2.acc: 94.4132, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0526, loss: 1.0797 2024-04-03 09:33:50,275 - mmdet - INFO - Epoch [18][1200/7330] lr: 4.612e-06, eta: 2 days, 10:01:13, time: 1.520, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1557, s0.acc: 94.5930, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2198, s1.loss_cls: 0.0731, s1.acc: 94.7935, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1089, s2.loss_cls: 0.0359, s2.acc: 94.7179, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0514, loss: 1.0666 2024-04-03 09:35:07,190 - mmdet - INFO - Epoch [18][1250/7330] lr: 4.612e-06, eta: 2 days, 9:59:59, time: 1.538, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1524, s0.acc: 94.7224, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2174, s1.loss_cls: 0.0721, s1.acc: 94.9502, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1083, s2.loss_cls: 0.0363, s2.acc: 94.7326, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0512, loss: 1.0410 2024-04-03 09:36:24,193 - mmdet - INFO - Epoch [18][1300/7330] lr: 4.612e-06, eta: 2 days, 9:58:45, time: 1.539, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1546, s0.acc: 94.6365, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2250, s1.loss_cls: 0.0736, s1.acc: 94.7451, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1100, s2.loss_cls: 0.0368, s2.acc: 94.6158, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0514, loss: 1.0644 2024-04-03 09:37:37,912 - mmdet - INFO - Epoch [18][1350/7330] lr: 4.612e-06, eta: 2 days, 9:57:27, time: 1.475, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1529, s0.acc: 94.6216, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2315, s1.loss_cls: 0.0724, s1.acc: 94.7924, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1140, s2.loss_cls: 0.0370, s2.acc: 94.4528, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0533, loss: 1.0888 2024-04-03 09:38:56,644 - mmdet - INFO - Epoch [18][1400/7330] lr: 4.612e-06, eta: 2 days, 9:56:15, time: 1.575, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1517, s0.acc: 94.5222, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2255, s1.loss_cls: 0.0728, s1.acc: 94.6264, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1118, s2.loss_cls: 0.0367, s2.acc: 94.4414, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0530, loss: 1.0745 2024-04-03 09:40:10,589 - mmdet - INFO - Epoch [18][1450/7330] lr: 4.612e-06, eta: 2 days, 9:54:57, time: 1.479, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1536, s0.acc: 94.6384, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2175, s1.loss_cls: 0.0722, s1.acc: 94.8263, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1083, s2.loss_cls: 0.0368, s2.acc: 94.6581, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0513, loss: 1.0609 2024-04-03 09:41:24,243 - mmdet - INFO - Epoch [18][1500/7330] lr: 4.612e-06, eta: 2 days, 9:53:40, time: 1.473, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1526, s0.acc: 94.6338, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2180, s1.loss_cls: 0.0719, s1.acc: 94.7578, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1076, s2.loss_cls: 0.0366, s2.acc: 94.5461, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0507, loss: 1.0567 2024-04-03 09:42:39,164 - mmdet - INFO - Epoch [18][1550/7330] lr: 4.612e-06, eta: 2 days, 9:52:23, time: 1.498, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1556, s0.acc: 94.4648, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2253, s1.loss_cls: 0.0739, s1.acc: 94.5914, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1126, s2.loss_cls: 0.0370, s2.acc: 94.3817, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0532, loss: 1.0863 2024-04-03 09:43:53,190 - mmdet - INFO - Epoch [18][1600/7330] lr: 4.612e-06, eta: 2 days, 9:51:06, time: 1.481, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1674, s0.acc: 94.1428, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2269, s1.loss_cls: 0.0789, s1.acc: 94.3412, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1113, s2.loss_cls: 0.0394, s2.acc: 94.1808, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0522, loss: 1.1200 2024-04-03 09:45:10,120 - mmdet - INFO - Epoch [18][1650/7330] lr: 4.612e-06, eta: 2 days, 9:49:52, time: 1.538, data_time: 0.064, memory: 29881, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1601, s0.acc: 94.3096, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2237, s1.loss_cls: 0.0756, s1.acc: 94.5045, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1103, s2.loss_cls: 0.0381, s2.acc: 94.3060, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0522, loss: 1.1040 2024-04-03 09:46:26,418 - mmdet - INFO - Epoch [18][1700/7330] lr: 4.612e-06, eta: 2 days, 9:48:37, time: 1.526, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1532, s0.acc: 94.5459, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2266, s1.loss_cls: 0.0733, s1.acc: 94.6497, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1119, s2.loss_cls: 0.0370, s2.acc: 94.5396, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0525, loss: 1.0820 2024-04-03 09:47:42,123 - mmdet - INFO - Epoch [18][1750/7330] lr: 4.612e-06, eta: 2 days, 9:47:21, time: 1.514, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1570, s0.acc: 94.5693, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2212, s1.loss_cls: 0.0742, s1.acc: 94.6375, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1105, s2.loss_cls: 0.0367, s2.acc: 94.5340, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0521, loss: 1.0681 2024-04-03 09:48:58,971 - mmdet - INFO - Epoch [18][1800/7330] lr: 4.612e-06, eta: 2 days, 9:46:07, time: 1.537, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1564, s0.acc: 94.5808, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2177, s1.loss_cls: 0.0729, s1.acc: 94.8172, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1075, s2.loss_cls: 0.0362, s2.acc: 94.7446, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0511, loss: 1.0623 2024-04-03 09:50:12,699 - mmdet - INFO - Epoch [18][1850/7330] lr: 4.612e-06, eta: 2 days, 9:44:49, time: 1.474, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1585, s0.acc: 94.5571, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2174, s1.loss_cls: 0.0746, s1.acc: 94.7354, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1082, s2.loss_cls: 0.0374, s2.acc: 94.5656, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0509, loss: 1.0679 2024-04-03 09:51:26,652 - mmdet - INFO - Epoch [18][1900/7330] lr: 4.612e-06, eta: 2 days, 9:43:32, time: 1.479, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1504, s0.acc: 94.7134, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2231, s1.loss_cls: 0.0721, s1.acc: 94.8252, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1109, s2.loss_cls: 0.0363, s2.acc: 94.6533, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0527, loss: 1.0596 2024-04-03 09:52:39,728 - mmdet - INFO - Epoch [18][1950/7330] lr: 4.612e-06, eta: 2 days, 9:42:13, time: 1.462, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1462, s0.acc: 94.8574, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2248, s1.loss_cls: 0.0703, s1.acc: 94.9173, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1120, s2.loss_cls: 0.0352, s2.acc: 94.7851, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0530, loss: 1.0491 2024-04-03 09:53:55,340 - mmdet - INFO - Epoch [18][2000/7330] lr: 4.612e-06, eta: 2 days, 9:40:57, time: 1.512, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1527, s0.acc: 94.5862, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2233, s1.loss_cls: 0.0731, s1.acc: 94.7029, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1109, s2.loss_cls: 0.0372, s2.acc: 94.4486, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0523, loss: 1.0710 2024-04-03 09:55:13,929 - mmdet - INFO - Epoch [18][2050/7330] lr: 4.612e-06, eta: 2 days, 9:39:45, time: 1.571, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1529, s0.acc: 94.5996, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2234, s1.loss_cls: 0.0725, s1.acc: 94.7516, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1108, s2.loss_cls: 0.0360, s2.acc: 94.6324, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0523, loss: 1.0683 2024-04-03 09:56:32,921 - mmdet - INFO - Epoch [18][2100/7330] lr: 4.612e-06, eta: 2 days, 9:38:33, time: 1.580, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1558, s0.acc: 94.5061, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2277, s1.loss_cls: 0.0744, s1.acc: 94.6339, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1116, s2.loss_cls: 0.0378, s2.acc: 94.3957, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0524, loss: 1.0878 2024-04-03 09:57:49,781 - mmdet - INFO - Epoch [18][2150/7330] lr: 4.612e-06, eta: 2 days, 9:37:19, time: 1.537, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1631, s0.acc: 94.1509, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2244, s1.loss_cls: 0.0779, s1.acc: 94.3016, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1116, s2.loss_cls: 0.0389, s2.acc: 94.0816, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0526, loss: 1.1148 2024-04-03 09:59:05,977 - mmdet - INFO - Epoch [18][2200/7330] lr: 4.612e-06, eta: 2 days, 9:36:04, time: 1.524, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1536, s0.acc: 94.6680, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2233, s1.loss_cls: 0.0734, s1.acc: 94.7365, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1104, s2.loss_cls: 0.0364, s2.acc: 94.6025, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0525, loss: 1.0678 2024-04-03 10:00:22,052 - mmdet - INFO - Epoch [18][2250/7330] lr: 4.612e-06, eta: 2 days, 9:34:48, time: 1.521, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1533, s0.acc: 94.5042, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2209, s1.loss_cls: 0.0727, s1.acc: 94.6929, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1100, s2.loss_cls: 0.0363, s2.acc: 94.6113, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0520, loss: 1.0690 2024-04-03 10:01:38,116 - mmdet - INFO - Epoch [18][2300/7330] lr: 4.612e-06, eta: 2 days, 9:33:33, time: 1.521, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1567, s0.acc: 94.5205, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2260, s1.loss_cls: 0.0735, s1.acc: 94.7123, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1118, s2.loss_cls: 0.0370, s2.acc: 94.4846, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0530, loss: 1.0887 2024-04-03 10:02:56,809 - mmdet - INFO - Epoch [18][2350/7330] lr: 4.612e-06, eta: 2 days, 9:32:21, time: 1.574, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1571, s0.acc: 94.5251, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2175, s1.loss_cls: 0.0746, s1.acc: 94.6630, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1075, s2.loss_cls: 0.0369, s2.acc: 94.5597, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0510, loss: 1.0635 2024-04-03 10:04:10,583 - mmdet - INFO - Epoch [18][2400/7330] lr: 4.612e-06, eta: 2 days, 9:31:03, time: 1.476, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1604, s0.acc: 94.4104, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2285, s1.loss_cls: 0.0782, s1.acc: 94.4751, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1138, s2.loss_cls: 0.0394, s2.acc: 94.1979, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0532, loss: 1.0964 2024-04-03 10:05:27,533 - mmdet - INFO - Epoch [18][2450/7330] lr: 4.612e-06, eta: 2 days, 9:29:49, time: 1.539, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1534, s0.acc: 94.4751, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2253, s1.loss_cls: 0.0745, s1.acc: 94.5224, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1122, s2.loss_cls: 0.0376, s2.acc: 94.3494, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0524, loss: 1.0806 2024-04-03 10:06:45,553 - mmdet - INFO - Epoch [18][2500/7330] lr: 4.612e-06, eta: 2 days, 9:28:36, time: 1.560, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1578, s0.acc: 94.4954, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2247, s1.loss_cls: 0.0753, s1.acc: 94.6404, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1115, s2.loss_cls: 0.0375, s2.acc: 94.4535, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0528, loss: 1.0929 2024-04-03 10:08:01,906 - mmdet - INFO - Epoch [18][2550/7330] lr: 4.612e-06, eta: 2 days, 9:27:21, time: 1.527, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1638, s0.acc: 94.1973, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2276, s1.loss_cls: 0.0770, s1.acc: 94.3777, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1129, s2.loss_cls: 0.0391, s2.acc: 94.1912, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0532, loss: 1.1040 2024-04-03 10:09:19,563 - mmdet - INFO - Epoch [18][2600/7330] lr: 4.612e-06, eta: 2 days, 9:26:08, time: 1.553, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1571, s0.acc: 94.4688, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2158, s1.loss_cls: 0.0748, s1.acc: 94.6654, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1070, s2.loss_cls: 0.0375, s2.acc: 94.5765, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0502, loss: 1.0655 2024-04-03 10:10:31,494 - mmdet - INFO - Epoch [18][2650/7330] lr: 4.612e-06, eta: 2 days, 9:24:48, time: 1.439, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1508, s0.acc: 94.7349, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2214, s1.loss_cls: 0.0713, s1.acc: 94.8476, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1093, s2.loss_cls: 0.0360, s2.acc: 94.7086, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0516, loss: 1.0527 2024-04-03 10:11:46,339 - mmdet - INFO - Epoch [18][2700/7330] lr: 4.612e-06, eta: 2 days, 9:23:31, time: 1.497, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1612, s0.acc: 94.2964, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2263, s1.loss_cls: 0.0763, s1.acc: 94.4953, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1124, s2.loss_cls: 0.0382, s2.acc: 94.3622, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0529, loss: 1.1031 2024-04-03 10:13:01,696 - mmdet - INFO - Epoch [18][2750/7330] lr: 4.612e-06, eta: 2 days, 9:22:15, time: 1.507, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1404, s0.acc: 95.0190, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2207, s1.loss_cls: 0.0671, s1.acc: 95.1598, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1089, s2.loss_cls: 0.0335, s2.acc: 95.0456, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0513, loss: 1.0080 2024-04-03 10:14:18,455 - mmdet - INFO - Epoch [18][2800/7330] lr: 4.612e-06, eta: 2 days, 9:21:01, time: 1.535, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1664, s0.acc: 94.1455, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2312, s1.loss_cls: 0.0793, s1.acc: 94.2607, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1142, s2.loss_cls: 0.0391, s2.acc: 94.1955, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0539, loss: 1.1287 2024-04-03 10:15:35,643 - mmdet - INFO - Epoch [18][2850/7330] lr: 4.612e-06, eta: 2 days, 9:19:47, time: 1.544, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1658, s0.acc: 94.2810, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2267, s1.loss_cls: 0.0796, s1.acc: 94.3582, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1116, s2.loss_cls: 0.0398, s2.acc: 94.1447, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0521, loss: 1.1086 2024-04-03 10:16:49,412 - mmdet - INFO - Epoch [18][2900/7330] lr: 4.612e-06, eta: 2 days, 9:18:29, time: 1.475, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1633, s0.acc: 94.2742, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2316, s1.loss_cls: 0.0775, s1.acc: 94.4043, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1139, s2.loss_cls: 0.0386, s2.acc: 94.2250, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0533, loss: 1.1091 2024-04-03 10:18:04,496 - mmdet - INFO - Epoch [18][2950/7330] lr: 4.612e-06, eta: 2 days, 9:17:13, time: 1.502, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1591, s0.acc: 94.5066, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2244, s1.loss_cls: 0.0752, s1.acc: 94.5329, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1115, s2.loss_cls: 0.0374, s2.acc: 94.3649, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0529, loss: 1.0892 2024-04-03 10:19:16,069 - mmdet - INFO - Epoch [18][3000/7330] lr: 4.612e-06, eta: 2 days, 9:15:53, time: 1.431, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1520, s0.acc: 94.6372, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2195, s1.loss_cls: 0.0715, s1.acc: 94.8260, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1087, s2.loss_cls: 0.0361, s2.acc: 94.6043, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0514, loss: 1.0599 2024-04-03 10:20:26,693 - mmdet - INFO - Epoch [18][3050/7330] lr: 4.612e-06, eta: 2 days, 9:14:32, time: 1.412, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1640, s0.acc: 94.2754, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2269, s1.loss_cls: 0.0776, s1.acc: 94.4959, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1113, s2.loss_cls: 0.0385, s2.acc: 94.3569, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0524, loss: 1.0946 2024-04-03 10:21:41,225 - mmdet - INFO - Epoch [18][3100/7330] lr: 4.612e-06, eta: 2 days, 9:13:15, time: 1.491, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1479, s0.acc: 94.8862, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2156, s1.loss_cls: 0.0709, s1.acc: 94.9493, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1065, s2.loss_cls: 0.0353, s2.acc: 94.7259, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0503, loss: 1.0152 2024-04-03 10:22:57,648 - mmdet - INFO - Epoch [18][3150/7330] lr: 4.612e-06, eta: 2 days, 9:12:01, time: 1.528, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1586, s0.acc: 94.5068, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2163, s1.loss_cls: 0.0749, s1.acc: 94.6349, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1079, s2.loss_cls: 0.0374, s2.acc: 94.4509, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0505, loss: 1.0630 2024-04-03 10:24:11,170 - mmdet - INFO - Epoch [18][3200/7330] lr: 4.612e-06, eta: 2 days, 9:10:43, time: 1.470, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1521, s0.acc: 94.7058, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2196, s1.loss_cls: 0.0730, s1.acc: 94.7837, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1102, s2.loss_cls: 0.0373, s2.acc: 94.4885, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0519, loss: 1.0539 2024-04-03 10:25:28,703 - mmdet - INFO - Epoch [18][3250/7330] lr: 4.612e-06, eta: 2 days, 9:09:29, time: 1.551, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1541, s0.acc: 94.5679, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2295, s1.loss_cls: 0.0749, s1.acc: 94.5790, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1134, s2.loss_cls: 0.0378, s2.acc: 94.3956, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0537, loss: 1.0873 2024-04-03 10:26:43,180 - mmdet - INFO - Epoch [18][3300/7330] lr: 4.612e-06, eta: 2 days, 9:08:12, time: 1.490, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1528, s0.acc: 94.6780, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2191, s1.loss_cls: 0.0729, s1.acc: 94.7805, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1091, s2.loss_cls: 0.0362, s2.acc: 94.6898, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0514, loss: 1.0535 2024-04-03 10:27:59,178 - mmdet - INFO - Epoch [18][3350/7330] lr: 4.612e-06, eta: 2 days, 9:06:57, time: 1.520, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1636, s0.acc: 94.3452, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2267, s1.loss_cls: 0.0780, s1.acc: 94.4484, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1110, s2.loss_cls: 0.0389, s2.acc: 94.3467, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0524, loss: 1.0955 2024-04-03 10:29:14,026 - mmdet - INFO - Epoch [18][3400/7330] lr: 4.612e-06, eta: 2 days, 9:05:40, time: 1.497, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1545, s0.acc: 94.6299, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2262, s1.loss_cls: 0.0732, s1.acc: 94.7710, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1121, s2.loss_cls: 0.0367, s2.acc: 94.6078, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0531, loss: 1.0745 2024-04-03 10:30:28,504 - mmdet - INFO - Epoch [18][3450/7330] lr: 4.612e-06, eta: 2 days, 9:04:24, time: 1.490, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1548, s0.acc: 94.7493, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2248, s1.loss_cls: 0.0747, s1.acc: 94.8291, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1108, s2.loss_cls: 0.0377, s2.acc: 94.5998, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.0684 2024-04-03 10:31:42,690 - mmdet - INFO - Epoch [18][3500/7330] lr: 4.612e-06, eta: 2 days, 9:03:06, time: 1.484, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1472, s0.acc: 94.7961, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2186, s1.loss_cls: 0.0701, s1.acc: 94.9182, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1089, s2.loss_cls: 0.0353, s2.acc: 94.6947, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0519, loss: 1.0401 2024-04-03 10:32:57,924 - mmdet - INFO - Epoch [18][3550/7330] lr: 4.612e-06, eta: 2 days, 9:01:50, time: 1.505, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1588, s0.acc: 94.4155, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2269, s1.loss_cls: 0.0758, s1.acc: 94.5191, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1108, s2.loss_cls: 0.0379, s2.acc: 94.3096, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0524, loss: 1.0861 2024-04-03 10:34:11,868 - mmdet - INFO - Epoch [18][3600/7330] lr: 4.612e-06, eta: 2 days, 9:00:33, time: 1.479, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1536, s0.acc: 94.7295, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2180, s1.loss_cls: 0.0729, s1.acc: 94.8794, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1085, s2.loss_cls: 0.0363, s2.acc: 94.6814, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0510, loss: 1.0436 2024-04-03 10:35:25,264 - mmdet - INFO - Epoch [18][3650/7330] lr: 4.612e-06, eta: 2 days, 8:59:15, time: 1.468, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1499, s0.acc: 94.6626, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2274, s1.loss_cls: 0.0712, s1.acc: 94.8526, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1113, s2.loss_cls: 0.0359, s2.acc: 94.6188, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0525, loss: 1.0700 2024-04-03 10:36:38,859 - mmdet - INFO - Epoch [18][3700/7330] lr: 4.612e-06, eta: 2 days, 8:57:57, time: 1.472, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1574, s0.acc: 94.3711, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2306, s1.loss_cls: 0.0758, s1.acc: 94.5302, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1135, s2.loss_cls: 0.0384, s2.acc: 94.3560, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0534, loss: 1.0970 2024-04-03 10:37:53,133 - mmdet - INFO - Epoch [18][3750/7330] lr: 4.612e-06, eta: 2 days, 8:56:40, time: 1.485, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1512, s0.acc: 94.7285, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2268, s1.loss_cls: 0.0713, s1.acc: 94.9573, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1128, s2.loss_cls: 0.0359, s2.acc: 94.7039, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0532, loss: 1.0667 2024-04-03 10:39:10,334 - mmdet - INFO - Epoch [18][3800/7330] lr: 4.612e-06, eta: 2 days, 8:55:26, time: 1.544, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1569, s0.acc: 94.4861, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2290, s1.loss_cls: 0.0730, s1.acc: 94.7134, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1132, s2.loss_cls: 0.0371, s2.acc: 94.5083, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0532, loss: 1.0856 2024-04-03 10:40:22,098 - mmdet - INFO - Epoch [18][3850/7330] lr: 4.612e-06, eta: 2 days, 8:54:06, time: 1.435, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1483, s0.acc: 94.7971, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2284, s1.loss_cls: 0.0699, s1.acc: 94.9720, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1124, s2.loss_cls: 0.0355, s2.acc: 94.8258, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0530, loss: 1.0507 2024-04-03 10:41:37,381 - mmdet - INFO - Epoch [18][3900/7330] lr: 4.612e-06, eta: 2 days, 8:52:50, time: 1.506, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1483, s0.acc: 94.8398, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2225, s1.loss_cls: 0.0707, s1.acc: 94.9367, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1103, s2.loss_cls: 0.0349, s2.acc: 94.8320, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0523, loss: 1.0472 2024-04-03 10:42:54,895 - mmdet - INFO - Epoch [18][3950/7330] lr: 4.612e-06, eta: 2 days, 8:51:37, time: 1.550, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1543, s0.acc: 94.6274, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2273, s1.loss_cls: 0.0740, s1.acc: 94.6617, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1122, s2.loss_cls: 0.0367, s2.acc: 94.5149, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0529, loss: 1.0727 2024-04-03 10:44:11,861 - mmdet - INFO - Epoch [18][4000/7330] lr: 4.612e-06, eta: 2 days, 8:50:22, time: 1.539, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1519, s0.acc: 94.7656, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2242, s1.loss_cls: 0.0730, s1.acc: 94.9266, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1120, s2.loss_cls: 0.0367, s2.acc: 94.6914, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0529, loss: 1.0642 2024-04-03 10:45:23,969 - mmdet - INFO - Epoch [18][4050/7330] lr: 4.612e-06, eta: 2 days, 8:49:03, time: 1.442, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1524, s0.acc: 94.6265, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2252, s1.loss_cls: 0.0730, s1.acc: 94.6920, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1115, s2.loss_cls: 0.0370, s2.acc: 94.5544, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0524, loss: 1.0712 2024-04-03 10:46:40,063 - mmdet - INFO - Epoch [18][4100/7330] lr: 4.612e-06, eta: 2 days, 8:47:48, time: 1.522, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1520, s0.acc: 94.7510, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2250, s1.loss_cls: 0.0732, s1.acc: 94.7886, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1105, s2.loss_cls: 0.0362, s2.acc: 94.7524, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0520, loss: 1.0559 2024-04-03 10:47:57,449 - mmdet - INFO - Epoch [18][4150/7330] lr: 4.612e-06, eta: 2 days, 8:46:34, time: 1.547, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1611, s0.acc: 94.3367, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2275, s1.loss_cls: 0.0775, s1.acc: 94.4631, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1125, s2.loss_cls: 0.0383, s2.acc: 94.3973, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0534, loss: 1.1055 2024-04-03 10:49:14,149 - mmdet - INFO - Epoch [18][4200/7330] lr: 4.612e-06, eta: 2 days, 8:45:20, time: 1.534, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1522, s0.acc: 94.6663, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2211, s1.loss_cls: 0.0725, s1.acc: 94.7460, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1095, s2.loss_cls: 0.0362, s2.acc: 94.5794, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0517, loss: 1.0612 2024-04-03 10:50:29,315 - mmdet - INFO - Epoch [18][4250/7330] lr: 4.612e-06, eta: 2 days, 8:44:03, time: 1.503, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1426, s0.acc: 94.9310, s0.loss_bbox: 0.1998, s0.loss_mask: 0.2114, s1.loss_cls: 0.0690, s1.acc: 94.9785, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1034, s2.loss_cls: 0.0345, s2.acc: 94.7366, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0485, loss: 0.9943 2024-04-03 10:51:42,743 - mmdet - INFO - Epoch [18][4300/7330] lr: 4.612e-06, eta: 2 days, 8:42:46, time: 1.469, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1483, s0.acc: 94.7412, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2230, s1.loss_cls: 0.0715, s1.acc: 94.8193, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1094, s2.loss_cls: 0.0359, s2.acc: 94.6132, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0512, loss: 1.0456 2024-04-03 10:53:00,837 - mmdet - INFO - Epoch [18][4350/7330] lr: 4.612e-06, eta: 2 days, 8:41:32, time: 1.562, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1581, s0.acc: 94.3687, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2209, s1.loss_cls: 0.0757, s1.acc: 94.4064, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1097, s2.loss_cls: 0.0378, s2.acc: 94.2093, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0520, loss: 1.0796 2024-04-03 10:54:17,288 - mmdet - INFO - Epoch [18][4400/7330] lr: 4.612e-06, eta: 2 days, 8:40:18, time: 1.529, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1523, s0.acc: 94.5293, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2239, s1.loss_cls: 0.0735, s1.acc: 94.5683, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1106, s2.loss_cls: 0.0368, s2.acc: 94.4800, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0520, loss: 1.0606 2024-04-03 10:55:31,326 - mmdet - INFO - Epoch [18][4450/7330] lr: 4.612e-06, eta: 2 days, 8:39:00, time: 1.481, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1516, s0.acc: 94.7107, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2213, s1.loss_cls: 0.0716, s1.acc: 94.9037, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1091, s2.loss_cls: 0.0364, s2.acc: 94.7058, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0514, loss: 1.0551 2024-04-03 10:56:45,835 - mmdet - INFO - Epoch [18][4500/7330] lr: 4.612e-06, eta: 2 days, 8:37:44, time: 1.490, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1557, s0.acc: 94.5391, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2260, s1.loss_cls: 0.0734, s1.acc: 94.7005, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1122, s2.loss_cls: 0.0371, s2.acc: 94.4388, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0533, loss: 1.0862 2024-04-03 10:58:05,200 - mmdet - INFO - Epoch [18][4550/7330] lr: 4.612e-06, eta: 2 days, 8:36:32, time: 1.587, data_time: 0.066, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1578, s0.acc: 94.5044, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2242, s1.loss_cls: 0.0746, s1.acc: 94.6625, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1122, s2.loss_cls: 0.0369, s2.acc: 94.4926, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0533, loss: 1.0760 2024-04-03 10:59:22,398 - mmdet - INFO - Epoch [18][4600/7330] lr: 4.612e-06, eta: 2 days, 8:35:18, time: 1.544, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1532, s0.acc: 94.7063, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2282, s1.loss_cls: 0.0733, s1.acc: 94.8358, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1120, s2.loss_cls: 0.0364, s2.acc: 94.7255, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0530, loss: 1.0713 2024-04-03 11:00:36,273 - mmdet - INFO - Epoch [18][4650/7330] lr: 4.612e-06, eta: 2 days, 8:34:00, time: 1.477, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1592, s0.acc: 94.3662, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2278, s1.loss_cls: 0.0762, s1.acc: 94.5138, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1129, s2.loss_cls: 0.0383, s2.acc: 94.2468, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0533, loss: 1.0998 2024-04-03 11:01:52,128 - mmdet - INFO - Epoch [18][4700/7330] lr: 4.612e-06, eta: 2 days, 8:32:45, time: 1.517, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1574, s0.acc: 94.4695, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2282, s1.loss_cls: 0.0746, s1.acc: 94.6399, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1123, s2.loss_cls: 0.0374, s2.acc: 94.4952, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0531, loss: 1.0774 2024-04-03 11:03:09,651 - mmdet - INFO - Epoch [18][4750/7330] lr: 4.612e-06, eta: 2 days, 8:31:31, time: 1.550, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1526, s0.acc: 94.6099, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2223, s1.loss_cls: 0.0713, s1.acc: 94.8339, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1096, s2.loss_cls: 0.0356, s2.acc: 94.6984, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0518, loss: 1.0645 2024-04-03 11:04:27,441 - mmdet - INFO - Epoch [18][4800/7330] lr: 4.612e-06, eta: 2 days, 8:30:18, time: 1.556, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1570, s0.acc: 94.4277, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2282, s1.loss_cls: 0.0752, s1.acc: 94.5031, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1137, s2.loss_cls: 0.0381, s2.acc: 94.2425, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0536, loss: 1.0956 2024-04-03 11:05:44,281 - mmdet - INFO - Epoch [18][4850/7330] lr: 4.612e-06, eta: 2 days, 8:29:03, time: 1.537, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1493, s0.acc: 94.6917, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2218, s1.loss_cls: 0.0712, s1.acc: 94.8076, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1097, s2.loss_cls: 0.0357, s2.acc: 94.6991, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0518, loss: 1.0514 2024-04-03 11:06:58,610 - mmdet - INFO - Epoch [18][4900/7330] lr: 4.612e-06, eta: 2 days, 8:27:46, time: 1.487, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1534, s0.acc: 94.5071, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2241, s1.loss_cls: 0.0736, s1.acc: 94.6402, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1115, s2.loss_cls: 0.0369, s2.acc: 94.4570, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0528, loss: 1.0819 2024-04-03 11:08:15,966 - mmdet - INFO - Epoch [18][4950/7330] lr: 4.612e-06, eta: 2 days, 8:26:33, time: 1.547, data_time: 0.065, memory: 29881, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1592, s0.acc: 94.4670, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2211, s1.loss_cls: 0.0766, s1.acc: 94.5566, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1098, s2.loss_cls: 0.0383, s2.acc: 94.3574, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0519, loss: 1.0785 2024-04-03 11:09:30,963 - mmdet - INFO - Epoch [18][5000/7330] lr: 4.612e-06, eta: 2 days, 8:25:16, time: 1.500, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1554, s0.acc: 94.6482, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2228, s1.loss_cls: 0.0739, s1.acc: 94.7242, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1105, s2.loss_cls: 0.0375, s2.acc: 94.6047, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0520, loss: 1.0675 2024-04-03 11:10:50,170 - mmdet - INFO - Epoch [18][5050/7330] lr: 4.612e-06, eta: 2 days, 8:24:04, time: 1.584, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1638, s0.acc: 94.1765, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2304, s1.loss_cls: 0.0780, s1.acc: 94.3415, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1146, s2.loss_cls: 0.0390, s2.acc: 94.1555, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0538, loss: 1.1219 2024-04-03 11:12:05,456 - mmdet - INFO - Epoch [18][5100/7330] lr: 4.612e-06, eta: 2 days, 8:22:48, time: 1.506, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1564, s0.acc: 94.6721, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2240, s1.loss_cls: 0.0748, s1.acc: 94.7349, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1105, s2.loss_cls: 0.0372, s2.acc: 94.5860, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0516, loss: 1.0683 2024-04-03 11:13:21,157 - mmdet - INFO - Epoch [18][5150/7330] lr: 4.612e-06, eta: 2 days, 8:21:33, time: 1.514, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1521, s0.acc: 94.6658, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2172, s1.loss_cls: 0.0722, s1.acc: 94.7582, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1085, s2.loss_cls: 0.0361, s2.acc: 94.6640, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0517, loss: 1.0370 2024-04-03 11:14:37,797 - mmdet - INFO - Epoch [18][5200/7330] lr: 4.612e-06, eta: 2 days, 8:20:18, time: 1.533, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1541, s0.acc: 94.7883, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2250, s1.loss_cls: 0.0722, s1.acc: 94.9540, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1110, s2.loss_cls: 0.0366, s2.acc: 94.7146, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0523, loss: 1.0588 2024-04-03 11:15:50,623 - mmdet - INFO - Epoch [18][5250/7330] lr: 4.612e-06, eta: 2 days, 8:19:00, time: 1.456, data_time: 0.065, memory: 29881, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1574, s0.acc: 94.5034, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2262, s1.loss_cls: 0.0756, s1.acc: 94.6141, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1124, s2.loss_cls: 0.0374, s2.acc: 94.4898, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0530, loss: 1.0901 2024-04-03 11:17:06,998 - mmdet - INFO - Epoch [18][5300/7330] lr: 4.612e-06, eta: 2 days, 8:17:45, time: 1.528, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1530, s0.acc: 94.7256, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2219, s1.loss_cls: 0.0721, s1.acc: 94.8813, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1103, s2.loss_cls: 0.0359, s2.acc: 94.7113, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0524, loss: 1.0621 2024-04-03 11:18:23,569 - mmdet - INFO - Epoch [18][5350/7330] lr: 4.612e-06, eta: 2 days, 8:16:30, time: 1.531, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1540, s0.acc: 94.7422, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2209, s1.loss_cls: 0.0728, s1.acc: 94.8674, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1100, s2.loss_cls: 0.0362, s2.acc: 94.7182, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0525, loss: 1.0579 2024-04-03 11:19:38,342 - mmdet - INFO - Epoch [18][5400/7330] lr: 4.612e-06, eta: 2 days, 8:15:14, time: 1.495, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1600, s0.acc: 94.3738, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2284, s1.loss_cls: 0.0770, s1.acc: 94.4452, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1131, s2.loss_cls: 0.0378, s2.acc: 94.3547, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0533, loss: 1.0963 2024-04-03 11:20:54,688 - mmdet - INFO - Epoch [18][5450/7330] lr: 4.612e-06, eta: 2 days, 8:13:59, time: 1.527, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1529, s0.acc: 94.5337, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2236, s1.loss_cls: 0.0732, s1.acc: 94.6290, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1114, s2.loss_cls: 0.0370, s2.acc: 94.4965, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0525, loss: 1.0705 2024-04-03 11:22:10,606 - mmdet - INFO - Epoch [18][5500/7330] lr: 4.612e-06, eta: 2 days, 8:12:43, time: 1.518, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1480, s0.acc: 94.7383, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2245, s1.loss_cls: 0.0705, s1.acc: 94.8409, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1103, s2.loss_cls: 0.0355, s2.acc: 94.6705, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0515, loss: 1.0605 2024-04-03 11:23:25,937 - mmdet - INFO - Epoch [18][5550/7330] lr: 4.612e-06, eta: 2 days, 8:11:27, time: 1.507, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1534, s0.acc: 94.5020, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2234, s1.loss_cls: 0.0725, s1.acc: 94.7656, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1110, s2.loss_cls: 0.0374, s2.acc: 94.4830, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0524, loss: 1.0809 2024-04-03 11:24:38,918 - mmdet - INFO - Epoch [18][5600/7330] lr: 4.612e-06, eta: 2 days, 8:10:09, time: 1.460, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1539, s0.acc: 94.5479, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2191, s1.loss_cls: 0.0742, s1.acc: 94.6214, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1087, s2.loss_cls: 0.0368, s2.acc: 94.5537, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0518, loss: 1.0598 2024-04-03 11:25:55,812 - mmdet - INFO - Epoch [18][5650/7330] lr: 4.612e-06, eta: 2 days, 8:08:55, time: 1.538, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1583, s0.acc: 94.4343, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2233, s1.loss_cls: 0.0748, s1.acc: 94.6254, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1102, s2.loss_cls: 0.0376, s2.acc: 94.4515, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0524, loss: 1.0857 2024-04-03 11:27:10,601 - mmdet - INFO - Epoch [18][5700/7330] lr: 4.612e-06, eta: 2 days, 8:07:38, time: 1.496, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1495, s0.acc: 94.7410, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2276, s1.loss_cls: 0.0722, s1.acc: 94.8478, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1132, s2.loss_cls: 0.0367, s2.acc: 94.5353, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0531, loss: 1.0631 2024-04-03 11:28:23,959 - mmdet - INFO - Epoch [18][5750/7330] lr: 4.612e-06, eta: 2 days, 8:06:20, time: 1.467, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1544, s0.acc: 94.5437, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2253, s1.loss_cls: 0.0731, s1.acc: 94.7538, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1115, s2.loss_cls: 0.0362, s2.acc: 94.6970, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0529, loss: 1.0689 2024-04-03 11:29:41,083 - mmdet - INFO - Epoch [18][5800/7330] lr: 4.612e-06, eta: 2 days, 8:05:06, time: 1.542, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1525, s0.acc: 94.6997, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2220, s1.loss_cls: 0.0728, s1.acc: 94.8200, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1107, s2.loss_cls: 0.0363, s2.acc: 94.6503, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0522, loss: 1.0633 2024-04-03 11:30:56,126 - mmdet - INFO - Epoch [18][5850/7330] lr: 4.612e-06, eta: 2 days, 8:03:50, time: 1.500, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1532, s0.acc: 94.5918, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2201, s1.loss_cls: 0.0727, s1.acc: 94.7028, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1082, s2.loss_cls: 0.0365, s2.acc: 94.5637, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0509, loss: 1.0565 2024-04-03 11:32:13,695 - mmdet - INFO - Epoch [18][5900/7330] lr: 4.612e-06, eta: 2 days, 8:02:36, time: 1.552, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1660, s0.acc: 94.2446, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2234, s1.loss_cls: 0.0781, s1.acc: 94.4205, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1105, s2.loss_cls: 0.0392, s2.acc: 94.2618, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0520, loss: 1.1113 2024-04-03 11:33:34,871 - mmdet - INFO - Epoch [18][5950/7330] lr: 4.612e-06, eta: 2 days, 8:01:26, time: 1.623, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1623, s0.acc: 94.3015, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2301, s1.loss_cls: 0.0769, s1.acc: 94.4684, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1129, s2.loss_cls: 0.0385, s2.acc: 94.3251, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0529, loss: 1.1042 2024-04-03 11:34:51,635 - mmdet - INFO - Epoch [18][6000/7330] lr: 4.612e-06, eta: 2 days, 8:00:12, time: 1.535, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1573, s0.acc: 94.4072, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2263, s1.loss_cls: 0.0750, s1.acc: 94.5295, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1122, s2.loss_cls: 0.0377, s2.acc: 94.4438, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0531, loss: 1.0977 2024-04-03 11:36:03,491 - mmdet - INFO - Epoch [18][6050/7330] lr: 4.612e-06, eta: 2 days, 7:58:52, time: 1.437, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1434, s0.acc: 95.1089, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2179, s1.loss_cls: 0.0668, s1.acc: 95.3074, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1082, s2.loss_cls: 0.0336, s2.acc: 95.1075, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0513, loss: 1.0197 2024-04-03 11:37:16,034 - mmdet - INFO - Epoch [18][6100/7330] lr: 4.612e-06, eta: 2 days, 7:57:33, time: 1.451, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1594, s0.acc: 94.4624, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2226, s1.loss_cls: 0.0754, s1.acc: 94.6514, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1088, s2.loss_cls: 0.0367, s2.acc: 94.6183, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0511, loss: 1.0747 2024-04-03 11:38:33,741 - mmdet - INFO - Epoch [18][6150/7330] lr: 4.612e-06, eta: 2 days, 7:56:20, time: 1.554, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1526, s0.acc: 94.6846, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2254, s1.loss_cls: 0.0731, s1.acc: 94.8063, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1127, s2.loss_cls: 0.0367, s2.acc: 94.5150, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0531, loss: 1.0667 2024-04-03 11:39:47,865 - mmdet - INFO - Epoch [18][6200/7330] lr: 4.612e-06, eta: 2 days, 7:55:03, time: 1.482, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1546, s0.acc: 94.6230, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2287, s1.loss_cls: 0.0737, s1.acc: 94.7468, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1136, s2.loss_cls: 0.0369, s2.acc: 94.5675, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0533, loss: 1.0795 2024-04-03 11:41:04,252 - mmdet - INFO - Epoch [18][6250/7330] lr: 4.612e-06, eta: 2 days, 7:53:48, time: 1.528, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1542, s0.acc: 94.7329, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2265, s1.loss_cls: 0.0726, s1.acc: 94.9415, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1113, s2.loss_cls: 0.0365, s2.acc: 94.6705, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0524, loss: 1.0577 2024-04-03 11:42:15,638 - mmdet - INFO - Epoch [18][6300/7330] lr: 4.612e-06, eta: 2 days, 7:52:28, time: 1.427, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1527, s0.acc: 94.6594, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2239, s1.loss_cls: 0.0720, s1.acc: 94.8368, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1122, s2.loss_cls: 0.0359, s2.acc: 94.6274, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0531, loss: 1.0662 2024-04-03 11:43:33,168 - mmdet - INFO - Epoch [18][6350/7330] lr: 4.612e-06, eta: 2 days, 7:51:14, time: 1.551, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1541, s0.acc: 94.5928, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2227, s1.loss_cls: 0.0729, s1.acc: 94.7649, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1109, s2.loss_cls: 0.0365, s2.acc: 94.5374, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0523, loss: 1.0703 2024-04-03 11:44:46,189 - mmdet - INFO - Epoch [18][6400/7330] lr: 4.612e-06, eta: 2 days, 7:49:56, time: 1.460, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1564, s0.acc: 94.5723, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2230, s1.loss_cls: 0.0752, s1.acc: 94.6810, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1100, s2.loss_cls: 0.0372, s2.acc: 94.6272, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0521, loss: 1.0733 2024-04-03 11:46:04,098 - mmdet - INFO - Epoch [18][6450/7330] lr: 4.612e-06, eta: 2 days, 7:48:42, time: 1.558, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1556, s0.acc: 94.5269, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2248, s1.loss_cls: 0.0754, s1.acc: 94.6567, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1114, s2.loss_cls: 0.0381, s2.acc: 94.4135, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0529, loss: 1.0733 2024-04-03 11:47:18,885 - mmdet - INFO - Epoch [18][6500/7330] lr: 4.612e-06, eta: 2 days, 7:47:26, time: 1.496, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1582, s0.acc: 94.4927, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2258, s1.loss_cls: 0.0763, s1.acc: 94.5686, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1121, s2.loss_cls: 0.0379, s2.acc: 94.3644, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0533, loss: 1.0806 2024-04-03 11:48:36,826 - mmdet - INFO - Epoch [18][6550/7330] lr: 4.612e-06, eta: 2 days, 7:46:13, time: 1.559, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1630, s0.acc: 94.3315, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2327, s1.loss_cls: 0.0777, s1.acc: 94.3968, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1144, s2.loss_cls: 0.0387, s2.acc: 94.2429, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0538, loss: 1.1096 2024-04-03 11:49:50,615 - mmdet - INFO - Epoch [18][6600/7330] lr: 4.612e-06, eta: 2 days, 7:44:55, time: 1.476, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1525, s0.acc: 94.6953, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2202, s1.loss_cls: 0.0730, s1.acc: 94.7424, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1091, s2.loss_cls: 0.0367, s2.acc: 94.6370, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0517, loss: 1.0447 2024-04-03 11:51:06,724 - mmdet - INFO - Epoch [18][6650/7330] lr: 4.612e-06, eta: 2 days, 7:43:40, time: 1.522, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1590, s0.acc: 94.4485, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2230, s1.loss_cls: 0.0752, s1.acc: 94.5864, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1123, s2.loss_cls: 0.0380, s2.acc: 94.4215, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0531, loss: 1.0893 2024-04-03 11:52:22,498 - mmdet - INFO - Epoch [18][6700/7330] lr: 4.612e-06, eta: 2 days, 7:42:24, time: 1.515, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1613, s0.acc: 94.3425, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2222, s1.loss_cls: 0.0766, s1.acc: 94.5331, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1105, s2.loss_cls: 0.0384, s2.acc: 94.2913, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0522, loss: 1.0959 2024-04-03 11:53:40,748 - mmdet - INFO - Epoch [18][6750/7330] lr: 4.612e-06, eta: 2 days, 7:41:11, time: 1.565, data_time: 0.065, memory: 29881, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1627, s0.acc: 94.4106, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2243, s1.loss_cls: 0.0760, s1.acc: 94.6601, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1110, s2.loss_cls: 0.0380, s2.acc: 94.6051, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0524, loss: 1.0965 2024-04-03 11:54:58,908 - mmdet - INFO - Epoch [18][6800/7330] lr: 4.612e-06, eta: 2 days, 7:39:58, time: 1.563, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1603, s0.acc: 94.3501, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2259, s1.loss_cls: 0.0753, s1.acc: 94.5629, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1104, s2.loss_cls: 0.0373, s2.acc: 94.4616, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0518, loss: 1.0900 2024-04-03 11:56:13,411 - mmdet - INFO - Epoch [18][6850/7330] lr: 4.612e-06, eta: 2 days, 7:38:42, time: 1.490, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1544, s0.acc: 94.6040, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2261, s1.loss_cls: 0.0727, s1.acc: 94.8644, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1107, s2.loss_cls: 0.0365, s2.acc: 94.6211, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0525, loss: 1.0673 2024-04-03 11:57:27,672 - mmdet - INFO - Epoch [18][6900/7330] lr: 4.612e-06, eta: 2 days, 7:37:25, time: 1.485, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1533, s0.acc: 94.6702, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2265, s1.loss_cls: 0.0721, s1.acc: 94.8689, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1119, s2.loss_cls: 0.0361, s2.acc: 94.7101, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0528, loss: 1.0617 2024-04-03 11:58:42,262 - mmdet - INFO - Epoch [18][6950/7330] lr: 4.612e-06, eta: 2 days, 7:36:08, time: 1.491, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1509, s0.acc: 94.8010, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2292, s1.loss_cls: 0.0717, s1.acc: 94.9905, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1118, s2.loss_cls: 0.0364, s2.acc: 94.7224, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0526, loss: 1.0657 2024-04-03 11:59:56,409 - mmdet - INFO - Epoch [18][7000/7330] lr: 4.612e-06, eta: 2 days, 7:34:51, time: 1.483, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1545, s0.acc: 94.6345, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2233, s1.loss_cls: 0.0751, s1.acc: 94.7308, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1123, s2.loss_cls: 0.0381, s2.acc: 94.5767, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0531, loss: 1.0629 2024-04-03 12:01:11,322 - mmdet - INFO - Epoch [18][7050/7330] lr: 4.612e-06, eta: 2 days, 7:33:34, time: 1.498, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1597, s0.acc: 94.4719, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2259, s1.loss_cls: 0.0763, s1.acc: 94.5666, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1119, s2.loss_cls: 0.0383, s2.acc: 94.4235, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0532, loss: 1.0912 2024-04-03 12:02:27,870 - mmdet - INFO - Epoch [18][7100/7330] lr: 4.612e-06, eta: 2 days, 7:32:20, time: 1.531, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1623, s0.acc: 94.2178, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2251, s1.loss_cls: 0.0776, s1.acc: 94.3643, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1120, s2.loss_cls: 0.0385, s2.acc: 94.2582, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0531, loss: 1.1066 2024-04-03 12:03:42,953 - mmdet - INFO - Epoch [18][7150/7330] lr: 4.612e-06, eta: 2 days, 7:31:03, time: 1.502, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1521, s0.acc: 94.5386, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2203, s1.loss_cls: 0.0741, s1.acc: 94.5610, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1082, s2.loss_cls: 0.0370, s2.acc: 94.4455, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0509, loss: 1.0512 2024-04-03 12:04:56,470 - mmdet - INFO - Epoch [18][7200/7330] lr: 4.612e-06, eta: 2 days, 7:29:46, time: 1.470, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1550, s0.acc: 94.5762, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2293, s1.loss_cls: 0.0748, s1.acc: 94.6356, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1137, s2.loss_cls: 0.0377, s2.acc: 94.3871, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0537, loss: 1.0802 2024-04-03 12:06:12,652 - mmdet - INFO - Epoch [18][7250/7330] lr: 4.612e-06, eta: 2 days, 7:28:31, time: 1.524, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1567, s0.acc: 94.4878, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2254, s1.loss_cls: 0.0740, s1.acc: 94.6591, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1128, s2.loss_cls: 0.0369, s2.acc: 94.4919, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0533, loss: 1.0855 2024-04-03 12:07:30,057 - mmdet - INFO - Epoch [18][7300/7330] lr: 4.612e-06, eta: 2 days, 7:27:17, time: 1.548, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1536, s0.acc: 94.5376, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2244, s1.loss_cls: 0.0747, s1.acc: 94.6198, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1112, s2.loss_cls: 0.0373, s2.acc: 94.4190, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0525, loss: 1.0778 2024-04-03 12:08:13,802 - mmdet - INFO - Saving checkpoint at 18 epochs 2024-04-03 12:16:12,408 - mmdet - INFO - Evaluating bbox... 2024-04-03 12:16:58,496 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.500 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.688 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.544 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.327 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.541 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.635 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 ] = 0.467 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.678 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.773 2024-04-03 12:16:58,497 - mmdet - INFO - Evaluating segm... 2024-04-03 12:17:46,182 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.434 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.665 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.471 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.235 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.471 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 ] = 0.562 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 ] = 0.384 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.601 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.712 2024-04-03 12:17:46,829 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 12:17:46,831 - mmdet - INFO - Epoch(val) [18][1250] bbox_mAP: 0.5000, bbox_mAP_50: 0.6880, bbox_mAP_75: 0.5440, bbox_mAP_s: 0.3270, bbox_mAP_m: 0.5410, bbox_mAP_l: 0.6350, bbox_mAP_copypaste: 0.500 0.688 0.544 0.327 0.541 0.635, segm_mAP: 0.4340, segm_mAP_50: 0.6650, segm_mAP_75: 0.4710, segm_mAP_s: 0.2350, segm_mAP_m: 0.4710, segm_mAP_l: 0.6100, segm_mAP_copypaste: 0.434 0.665 0.471 0.235 0.471 0.610 2024-04-03 12:19:07,145 - mmdet - INFO - Epoch [19][50/7330] lr: 4.612e-06, eta: 2 days, 7:24:35, time: 1.606, data_time: 0.110, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1499, s0.acc: 94.6963, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2205, s1.loss_cls: 0.0707, s1.acc: 94.8822, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1089, s2.loss_cls: 0.0353, s2.acc: 94.7261, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0514, loss: 1.0451 2024-04-03 12:20:24,174 - mmdet - INFO - Epoch [19][100/7330] lr: 4.612e-06, eta: 2 days, 7:23:21, time: 1.541, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1392, s0.acc: 95.0288, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2125, s1.loss_cls: 0.0653, s1.acc: 95.2272, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1063, s2.loss_cls: 0.0327, s2.acc: 95.1807, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0505, loss: 0.9946 2024-04-03 12:21:37,175 - mmdet - INFO - Epoch [19][150/7330] lr: 4.612e-06, eta: 2 days, 7:22:03, time: 1.460, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1563, s0.acc: 94.5129, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2227, s1.loss_cls: 0.0738, s1.acc: 94.7063, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1103, s2.loss_cls: 0.0363, s2.acc: 94.6318, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0520, loss: 1.0637 2024-04-03 12:22:54,664 - mmdet - INFO - Epoch [19][200/7330] lr: 4.612e-06, eta: 2 days, 7:20:49, time: 1.550, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1455, s0.acc: 94.8462, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2151, s1.loss_cls: 0.0696, s1.acc: 94.9871, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1071, s2.loss_cls: 0.0352, s2.acc: 94.8615, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0511, loss: 1.0149 2024-04-03 12:24:10,496 - mmdet - INFO - Epoch [19][250/7330] lr: 4.612e-06, eta: 2 days, 7:19:33, time: 1.517, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1420, s0.acc: 95.0171, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2185, s1.loss_cls: 0.0678, s1.acc: 95.1608, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1072, s2.loss_cls: 0.0343, s2.acc: 94.9282, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0510, loss: 1.0202 2024-04-03 12:25:28,045 - mmdet - INFO - Epoch [19][300/7330] lr: 4.612e-06, eta: 2 days, 7:18:20, time: 1.551, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1525, s0.acc: 94.7949, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2214, s1.loss_cls: 0.0718, s1.acc: 94.9456, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1098, s2.loss_cls: 0.0356, s2.acc: 94.8148, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0515, loss: 1.0387 2024-04-03 12:26:48,468 - mmdet - INFO - Epoch [19][350/7330] lr: 4.612e-06, eta: 2 days, 7:17:09, time: 1.609, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1554, s0.acc: 94.5503, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2301, s1.loss_cls: 0.0740, s1.acc: 94.7472, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1142, s2.loss_cls: 0.0372, s2.acc: 94.4644, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0539, loss: 1.0990 2024-04-03 12:28:01,016 - mmdet - INFO - Epoch [19][400/7330] lr: 4.612e-06, eta: 2 days, 7:15:50, time: 1.451, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1437, s0.acc: 94.8911, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2215, s1.loss_cls: 0.0683, s1.acc: 95.0527, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1100, s2.loss_cls: 0.0342, s2.acc: 94.9503, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0520, loss: 1.0349 2024-04-03 12:29:18,410 - mmdet - INFO - Epoch [19][450/7330] lr: 4.612e-06, eta: 2 days, 7:14:36, time: 1.548, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1484, s0.acc: 94.7344, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2235, s1.loss_cls: 0.0702, s1.acc: 94.9960, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1108, s2.loss_cls: 0.0355, s2.acc: 94.7377, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0524, loss: 1.0496 2024-04-03 12:30:33,976 - mmdet - INFO - Epoch [19][500/7330] lr: 4.612e-06, eta: 2 days, 7:13:21, time: 1.511, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1562, s0.acc: 94.5679, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2223, s1.loss_cls: 0.0731, s1.acc: 94.7387, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1082, s2.loss_cls: 0.0366, s2.acc: 94.6175, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0506, loss: 1.0610 2024-04-03 12:31:49,525 - mmdet - INFO - Epoch [19][550/7330] lr: 4.612e-06, eta: 2 days, 7:12:05, time: 1.511, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1540, s0.acc: 94.7029, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2245, s1.loss_cls: 0.0724, s1.acc: 94.8379, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1101, s2.loss_cls: 0.0361, s2.acc: 94.6548, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0522, loss: 1.0618 2024-04-03 12:33:08,221 - mmdet - INFO - Epoch [19][600/7330] lr: 4.612e-06, eta: 2 days, 7:10:52, time: 1.574, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1528, s0.acc: 94.6416, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2226, s1.loss_cls: 0.0725, s1.acc: 94.7430, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1099, s2.loss_cls: 0.0359, s2.acc: 94.6266, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0520, loss: 1.0607 2024-04-03 12:34:24,906 - mmdet - INFO - Epoch [19][650/7330] lr: 4.612e-06, eta: 2 days, 7:09:38, time: 1.534, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1555, s0.acc: 94.5681, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2221, s1.loss_cls: 0.0735, s1.acc: 94.8440, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1096, s2.loss_cls: 0.0366, s2.acc: 94.6784, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0517, loss: 1.0670 2024-04-03 12:35:40,200 - mmdet - INFO - Epoch [19][700/7330] lr: 4.612e-06, eta: 2 days, 7:08:22, time: 1.506, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1521, s0.acc: 94.6340, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2260, s1.loss_cls: 0.0726, s1.acc: 94.7392, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1112, s2.loss_cls: 0.0364, s2.acc: 94.6198, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0522, loss: 1.0735 2024-04-03 12:36:57,730 - mmdet - INFO - Epoch [19][750/7330] lr: 4.612e-06, eta: 2 days, 7:07:08, time: 1.551, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1575, s0.acc: 94.4504, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2246, s1.loss_cls: 0.0748, s1.acc: 94.5981, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1113, s2.loss_cls: 0.0378, s2.acc: 94.4209, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0527, loss: 1.0833 2024-04-03 12:38:12,363 - mmdet - INFO - Epoch [19][800/7330] lr: 4.612e-06, eta: 2 days, 7:05:51, time: 1.493, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1396, s0.acc: 95.0806, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2170, s1.loss_cls: 0.0667, s1.acc: 95.2906, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1075, s2.loss_cls: 0.0337, s2.acc: 95.0587, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0510, loss: 1.0087 2024-04-03 12:39:28,861 - mmdet - INFO - Epoch [19][850/7330] lr: 4.612e-06, eta: 2 days, 7:04:37, time: 1.530, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1524, s0.acc: 94.6279, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2279, s1.loss_cls: 0.0732, s1.acc: 94.7421, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1137, s2.loss_cls: 0.0362, s2.acc: 94.6494, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0536, loss: 1.0712 2024-04-03 12:40:48,902 - mmdet - INFO - Epoch [19][900/7330] lr: 4.612e-06, eta: 2 days, 7:03:25, time: 1.601, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1561, s0.acc: 94.5371, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2294, s1.loss_cls: 0.0733, s1.acc: 94.7620, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1136, s2.loss_cls: 0.0365, s2.acc: 94.5350, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0534, loss: 1.0880 2024-04-03 12:42:07,741 - mmdet - INFO - Epoch [19][950/7330] lr: 4.612e-06, eta: 2 days, 7:02:13, time: 1.576, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1518, s0.acc: 94.6516, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2202, s1.loss_cls: 0.0703, s1.acc: 94.9417, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1100, s2.loss_cls: 0.0355, s2.acc: 94.6679, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0519, loss: 1.0613 2024-04-03 12:43:25,218 - mmdet - INFO - Epoch [19][1000/7330] lr: 4.612e-06, eta: 2 days, 7:00:59, time: 1.550, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1526, s0.acc: 94.5947, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2216, s1.loss_cls: 0.0721, s1.acc: 94.7246, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1100, s2.loss_cls: 0.0364, s2.acc: 94.4825, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0519, loss: 1.0585 2024-04-03 12:44:40,923 - mmdet - INFO - Epoch [19][1050/7330] lr: 4.612e-06, eta: 2 days, 6:59:44, time: 1.514, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1521, s0.acc: 94.5037, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2237, s1.loss_cls: 0.0719, s1.acc: 94.5943, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1120, s2.loss_cls: 0.0365, s2.acc: 94.4506, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0531, loss: 1.0747 2024-04-03 12:45:57,414 - mmdet - INFO - Epoch [19][1100/7330] lr: 4.612e-06, eta: 2 days, 6:58:29, time: 1.530, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1561, s0.acc: 94.5310, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2218, s1.loss_cls: 0.0744, s1.acc: 94.6624, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1107, s2.loss_cls: 0.0365, s2.acc: 94.6907, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0521, loss: 1.0737 2024-04-03 12:47:12,529 - mmdet - INFO - Epoch [19][1150/7330] lr: 4.612e-06, eta: 2 days, 6:57:13, time: 1.502, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1363, s0.acc: 95.1218, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2160, s1.loss_cls: 0.0646, s1.acc: 95.2559, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1079, s2.loss_cls: 0.0328, s2.acc: 95.1340, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0510, loss: 1.0076 2024-04-03 12:48:28,623 - mmdet - INFO - Epoch [19][1200/7330] lr: 4.612e-06, eta: 2 days, 6:55:57, time: 1.522, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1582, s0.acc: 94.4216, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2258, s1.loss_cls: 0.0752, s1.acc: 94.5462, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1115, s2.loss_cls: 0.0374, s2.acc: 94.3967, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0526, loss: 1.0937 2024-04-03 12:49:46,395 - mmdet - INFO - Epoch [19][1250/7330] lr: 4.612e-06, eta: 2 days, 6:54:44, time: 1.555, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1508, s0.acc: 94.6907, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2218, s1.loss_cls: 0.0710, s1.acc: 94.8625, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1093, s2.loss_cls: 0.0360, s2.acc: 94.6723, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0515, loss: 1.0545 2024-04-03 12:51:00,674 - mmdet - INFO - Epoch [19][1300/7330] lr: 4.612e-06, eta: 2 days, 6:53:27, time: 1.486, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1458, s0.acc: 94.8567, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2186, s1.loss_cls: 0.0697, s1.acc: 95.0254, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1089, s2.loss_cls: 0.0349, s2.acc: 94.9448, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0513, loss: 1.0207 2024-04-03 12:52:20,000 - mmdet - INFO - Epoch [19][1350/7330] lr: 4.612e-06, eta: 2 days, 6:52:15, time: 1.587, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1618, s0.acc: 94.3628, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2240, s1.loss_cls: 0.0778, s1.acc: 94.4403, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1088, s2.loss_cls: 0.0385, s2.acc: 94.4110, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0511, loss: 1.0910 2024-04-03 12:53:36,215 - mmdet - INFO - Epoch [19][1400/7330] lr: 4.612e-06, eta: 2 days, 6:51:00, time: 1.524, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1586, s0.acc: 94.4102, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2305, s1.loss_cls: 0.0751, s1.acc: 94.6308, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1124, s2.loss_cls: 0.0376, s2.acc: 94.5697, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0532, loss: 1.1016 2024-04-03 12:54:51,521 - mmdet - INFO - Epoch [19][1450/7330] lr: 4.612e-06, eta: 2 days, 6:49:44, time: 1.506, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1575, s0.acc: 94.4961, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2233, s1.loss_cls: 0.0757, s1.acc: 94.6145, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1111, s2.loss_cls: 0.0370, s2.acc: 94.5738, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0528, loss: 1.0885 2024-04-03 12:56:06,161 - mmdet - INFO - Epoch [19][1500/7330] lr: 4.612e-06, eta: 2 days, 6:48:27, time: 1.493, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1576, s0.acc: 94.5325, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2236, s1.loss_cls: 0.0744, s1.acc: 94.6644, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1101, s2.loss_cls: 0.0375, s2.acc: 94.5126, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0520, loss: 1.0710 2024-04-03 12:57:22,718 - mmdet - INFO - Epoch [19][1550/7330] lr: 4.612e-06, eta: 2 days, 6:47:13, time: 1.531, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1647, s0.acc: 94.1738, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2288, s1.loss_cls: 0.0789, s1.acc: 94.2441, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1136, s2.loss_cls: 0.0394, s2.acc: 94.1644, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0532, loss: 1.1133 2024-04-03 12:58:40,148 - mmdet - INFO - Epoch [19][1600/7330] lr: 4.612e-06, eta: 2 days, 6:45:59, time: 1.549, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1559, s0.acc: 94.3687, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2255, s1.loss_cls: 0.0745, s1.acc: 94.4519, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1107, s2.loss_cls: 0.0370, s2.acc: 94.3458, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0522, loss: 1.0880 2024-04-03 12:59:54,285 - mmdet - INFO - Epoch [19][1650/7330] lr: 4.612e-06, eta: 2 days, 6:44:42, time: 1.483, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1598, s0.acc: 94.4758, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2268, s1.loss_cls: 0.0752, s1.acc: 94.6205, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1122, s2.loss_cls: 0.0376, s2.acc: 94.4541, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0528, loss: 1.0822 2024-04-03 13:01:09,769 - mmdet - INFO - Epoch [19][1700/7330] lr: 4.612e-06, eta: 2 days, 6:43:26, time: 1.510, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1589, s0.acc: 94.4124, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2251, s1.loss_cls: 0.0753, s1.acc: 94.5561, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1122, s2.loss_cls: 0.0382, s2.acc: 94.3380, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0529, loss: 1.0941 2024-04-03 13:02:28,224 - mmdet - INFO - Epoch [19][1750/7330] lr: 4.612e-06, eta: 2 days, 6:42:13, time: 1.569, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1491, s0.acc: 94.8418, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2205, s1.loss_cls: 0.0703, s1.acc: 95.0749, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1098, s2.loss_cls: 0.0357, s2.acc: 94.7788, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0518, loss: 1.0455 2024-04-03 13:03:44,991 - mmdet - INFO - Epoch [19][1800/7330] lr: 4.612e-06, eta: 2 days, 6:40:58, time: 1.536, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1428, s0.acc: 94.9417, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2207, s1.loss_cls: 0.0681, s1.acc: 95.0571, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1098, s2.loss_cls: 0.0340, s2.acc: 94.9344, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0518, loss: 1.0199 2024-04-03 13:04:57,422 - mmdet - INFO - Epoch [19][1850/7330] lr: 4.612e-06, eta: 2 days, 6:39:40, time: 1.449, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1534, s0.acc: 94.5435, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2226, s1.loss_cls: 0.0722, s1.acc: 94.7191, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1115, s2.loss_cls: 0.0364, s2.acc: 94.4943, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0530, loss: 1.0721 2024-04-03 13:06:11,620 - mmdet - INFO - Epoch [19][1900/7330] lr: 4.612e-06, eta: 2 days, 6:38:23, time: 1.484, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1507, s0.acc: 94.5449, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2218, s1.loss_cls: 0.0721, s1.acc: 94.7117, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1099, s2.loss_cls: 0.0360, s2.acc: 94.5873, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0518, loss: 1.0665 2024-04-03 13:07:23,676 - mmdet - INFO - Epoch [19][1950/7330] lr: 4.612e-06, eta: 2 days, 6:37:04, time: 1.441, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1480, s0.acc: 94.8215, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2208, s1.loss_cls: 0.0699, s1.acc: 94.9231, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1091, s2.loss_cls: 0.0354, s2.acc: 94.7226, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0519, loss: 1.0492 2024-04-03 13:08:38,645 - mmdet - INFO - Epoch [19][2000/7330] lr: 4.612e-06, eta: 2 days, 6:35:47, time: 1.499, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1517, s0.acc: 94.6689, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2230, s1.loss_cls: 0.0717, s1.acc: 94.7578, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1102, s2.loss_cls: 0.0359, s2.acc: 94.5811, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0516, loss: 1.0624 2024-04-03 13:09:56,941 - mmdet - INFO - Epoch [19][2050/7330] lr: 4.612e-06, eta: 2 days, 6:34:34, time: 1.566, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1543, s0.acc: 94.6196, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2209, s1.loss_cls: 0.0749, s1.acc: 94.6299, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1098, s2.loss_cls: 0.0375, s2.acc: 94.4989, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0523, loss: 1.0649 2024-04-03 13:11:10,317 - mmdet - INFO - Epoch [19][2100/7330] lr: 4.612e-06, eta: 2 days, 6:33:16, time: 1.468, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1531, s0.acc: 94.5342, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2316, s1.loss_cls: 0.0735, s1.acc: 94.5663, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1133, s2.loss_cls: 0.0370, s2.acc: 94.3813, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0535, loss: 1.0889 2024-04-03 13:12:22,919 - mmdet - INFO - Epoch [19][2150/7330] lr: 4.612e-06, eta: 2 days, 6:31:58, time: 1.452, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1487, s0.acc: 94.6196, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2291, s1.loss_cls: 0.0703, s1.acc: 94.7680, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1132, s2.loss_cls: 0.0349, s2.acc: 94.6894, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0535, loss: 1.0766 2024-04-03 13:13:37,254 - mmdet - INFO - Epoch [19][2200/7330] lr: 4.612e-06, eta: 2 days, 6:30:41, time: 1.487, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1504, s0.acc: 94.6812, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2210, s1.loss_cls: 0.0701, s1.acc: 94.9375, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1099, s2.loss_cls: 0.0352, s2.acc: 94.7649, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0520, loss: 1.0503 2024-04-03 13:14:53,491 - mmdet - INFO - Epoch [19][2250/7330] lr: 4.612e-06, eta: 2 days, 6:29:26, time: 1.525, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1507, s0.acc: 94.7632, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2188, s1.loss_cls: 0.0715, s1.acc: 94.9193, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1089, s2.loss_cls: 0.0359, s2.acc: 94.7688, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0519, loss: 1.0536 2024-04-03 13:16:06,732 - mmdet - INFO - Epoch [19][2300/7330] lr: 4.612e-06, eta: 2 days, 6:28:08, time: 1.465, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1581, s0.acc: 94.4978, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2196, s1.loss_cls: 0.0750, s1.acc: 94.6575, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1101, s2.loss_cls: 0.0376, s2.acc: 94.5646, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0522, loss: 1.0756 2024-04-03 13:17:22,430 - mmdet - INFO - Epoch [19][2350/7330] lr: 4.612e-06, eta: 2 days, 6:26:52, time: 1.514, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1576, s0.acc: 94.4551, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2163, s1.loss_cls: 0.0747, s1.acc: 94.5639, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1076, s2.loss_cls: 0.0382, s2.acc: 94.3550, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0512, loss: 1.0726 2024-04-03 13:18:41,382 - mmdet - INFO - Epoch [19][2400/7330] lr: 4.612e-06, eta: 2 days, 6:25:40, time: 1.579, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1622, s0.acc: 94.3281, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2320, s1.loss_cls: 0.0772, s1.acc: 94.3954, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1132, s2.loss_cls: 0.0385, s2.acc: 94.2592, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0533, loss: 1.1095 2024-04-03 13:19:56,799 - mmdet - INFO - Epoch [19][2450/7330] lr: 4.612e-06, eta: 2 days, 6:24:24, time: 1.508, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1531, s0.acc: 94.6729, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2187, s1.loss_cls: 0.0727, s1.acc: 94.7865, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1085, s2.loss_cls: 0.0366, s2.acc: 94.5960, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0513, loss: 1.0594 2024-04-03 13:21:11,263 - mmdet - INFO - Epoch [19][2500/7330] lr: 4.612e-06, eta: 2 days, 6:23:07, time: 1.489, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1538, s0.acc: 94.6135, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2255, s1.loss_cls: 0.0721, s1.acc: 94.7869, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1116, s2.loss_cls: 0.0360, s2.acc: 94.6691, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0529, loss: 1.0766 2024-04-03 13:22:25,991 - mmdet - INFO - Epoch [19][2550/7330] lr: 4.612e-06, eta: 2 days, 6:21:51, time: 1.495, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1580, s0.acc: 94.4250, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2273, s1.loss_cls: 0.0750, s1.acc: 94.6442, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1120, s2.loss_cls: 0.0372, s2.acc: 94.4753, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0527, loss: 1.0998 2024-04-03 13:23:44,862 - mmdet - INFO - Epoch [19][2600/7330] lr: 4.612e-06, eta: 2 days, 6:20:38, time: 1.577, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1601, s0.acc: 94.3765, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2218, s1.loss_cls: 0.0763, s1.acc: 94.4622, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1099, s2.loss_cls: 0.0374, s2.acc: 94.4617, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0514, loss: 1.0837 2024-04-03 13:24:59,675 - mmdet - INFO - Epoch [19][2650/7330] lr: 4.612e-06, eta: 2 days, 6:19:22, time: 1.496, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1545, s0.acc: 94.5208, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2275, s1.loss_cls: 0.0734, s1.acc: 94.6623, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1139, s2.loss_cls: 0.0372, s2.acc: 94.4394, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0536, loss: 1.0831 2024-04-03 13:26:16,171 - mmdet - INFO - Epoch [19][2700/7330] lr: 4.612e-06, eta: 2 days, 6:18:07, time: 1.529, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1568, s0.acc: 94.4683, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2249, s1.loss_cls: 0.0741, s1.acc: 94.6700, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1118, s2.loss_cls: 0.0373, s2.acc: 94.4846, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0521, loss: 1.0823 2024-04-03 13:27:35,183 - mmdet - INFO - Epoch [19][2750/7330] lr: 4.612e-06, eta: 2 days, 6:16:55, time: 1.581, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1647, s0.acc: 94.2673, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2271, s1.loss_cls: 0.0783, s1.acc: 94.3467, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1125, s2.loss_cls: 0.0397, s2.acc: 94.1239, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0525, loss: 1.1154 2024-04-03 13:28:52,022 - mmdet - INFO - Epoch [19][2800/7330] lr: 4.612e-06, eta: 2 days, 6:15:40, time: 1.537, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1559, s0.acc: 94.5857, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2251, s1.loss_cls: 0.0736, s1.acc: 94.8270, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1109, s2.loss_cls: 0.0364, s2.acc: 94.7091, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0522, loss: 1.0733 2024-04-03 13:30:08,061 - mmdet - INFO - Epoch [19][2850/7330] lr: 4.612e-06, eta: 2 days, 6:14:25, time: 1.521, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1627, s0.acc: 94.3604, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2263, s1.loss_cls: 0.0765, s1.acc: 94.5582, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1126, s2.loss_cls: 0.0382, s2.acc: 94.4452, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0530, loss: 1.1065 2024-04-03 13:31:23,419 - mmdet - INFO - Epoch [19][2900/7330] lr: 4.612e-06, eta: 2 days, 6:13:09, time: 1.507, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1597, s0.acc: 94.4016, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2217, s1.loss_cls: 0.0754, s1.acc: 94.5203, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1094, s2.loss_cls: 0.0380, s2.acc: 94.2570, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0514, loss: 1.0916 2024-04-03 13:32:38,880 - mmdet - INFO - Epoch [19][2950/7330] lr: 4.612e-06, eta: 2 days, 6:11:53, time: 1.509, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1580, s0.acc: 94.4873, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2232, s1.loss_cls: 0.0743, s1.acc: 94.6254, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1109, s2.loss_cls: 0.0372, s2.acc: 94.4358, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0521, loss: 1.0833 2024-04-03 13:33:51,736 - mmdet - INFO - Epoch [19][3000/7330] lr: 4.612e-06, eta: 2 days, 6:10:35, time: 1.457, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1516, s0.acc: 94.6340, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2224, s1.loss_cls: 0.0727, s1.acc: 94.7403, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1106, s2.loss_cls: 0.0363, s2.acc: 94.5450, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0522, loss: 1.0691 2024-04-03 13:35:06,636 - mmdet - INFO - Epoch [19][3050/7330] lr: 4.612e-06, eta: 2 days, 6:09:19, time: 1.498, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1576, s0.acc: 94.4094, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2313, s1.loss_cls: 0.0736, s1.acc: 94.5940, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1139, s2.loss_cls: 0.0368, s2.acc: 94.5517, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0537, loss: 1.1003 2024-04-03 13:36:21,703 - mmdet - INFO - Epoch [19][3100/7330] lr: 4.612e-06, eta: 2 days, 6:08:03, time: 1.502, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1524, s0.acc: 94.6082, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2234, s1.loss_cls: 0.0722, s1.acc: 94.7946, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1108, s2.loss_cls: 0.0361, s2.acc: 94.6538, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0526, loss: 1.0625 2024-04-03 13:37:37,183 - mmdet - INFO - Epoch [19][3150/7330] lr: 4.612e-06, eta: 2 days, 6:06:47, time: 1.510, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1532, s0.acc: 94.5200, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2230, s1.loss_cls: 0.0724, s1.acc: 94.7503, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1108, s2.loss_cls: 0.0368, s2.acc: 94.4975, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0527, loss: 1.0754 2024-04-03 13:38:54,713 - mmdet - INFO - Epoch [19][3200/7330] lr: 4.612e-06, eta: 2 days, 6:05:33, time: 1.551, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1541, s0.acc: 94.5798, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2235, s1.loss_cls: 0.0740, s1.acc: 94.6864, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1105, s2.loss_cls: 0.0369, s2.acc: 94.5706, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0521, loss: 1.0690 2024-04-03 13:40:10,483 - mmdet - INFO - Epoch [19][3250/7330] lr: 4.612e-06, eta: 2 days, 6:04:18, time: 1.515, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1569, s0.acc: 94.5122, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2267, s1.loss_cls: 0.0749, s1.acc: 94.6887, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1128, s2.loss_cls: 0.0369, s2.acc: 94.5364, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0534, loss: 1.0901 2024-04-03 13:41:27,601 - mmdet - INFO - Epoch [19][3300/7330] lr: 4.612e-06, eta: 2 days, 6:03:03, time: 1.542, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1431, s0.acc: 94.9490, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2141, s1.loss_cls: 0.0666, s1.acc: 95.1939, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1069, s2.loss_cls: 0.0329, s2.acc: 95.1290, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0504, loss: 1.0201 2024-04-03 13:42:43,867 - mmdet - INFO - Epoch [19][3350/7330] lr: 4.612e-06, eta: 2 days, 6:01:48, time: 1.525, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1547, s0.acc: 94.6545, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2228, s1.loss_cls: 0.0743, s1.acc: 94.6844, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1108, s2.loss_cls: 0.0373, s2.acc: 94.5518, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0525, loss: 1.0646 2024-04-03 13:43:59,477 - mmdet - INFO - Epoch [19][3400/7330] lr: 4.612e-06, eta: 2 days, 6:00:33, time: 1.512, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1494, s0.acc: 94.6201, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2225, s1.loss_cls: 0.0717, s1.acc: 94.7569, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1103, s2.loss_cls: 0.0355, s2.acc: 94.6894, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0521, loss: 1.0636 2024-04-03 13:45:15,937 - mmdet - INFO - Epoch [19][3450/7330] lr: 4.612e-06, eta: 2 days, 5:59:18, time: 1.529, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1485, s0.acc: 94.7871, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2223, s1.loss_cls: 0.0713, s1.acc: 94.8672, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1110, s2.loss_cls: 0.0361, s2.acc: 94.6268, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0523, loss: 1.0554 2024-04-03 13:46:28,779 - mmdet - INFO - Epoch [19][3500/7330] lr: 4.612e-06, eta: 2 days, 5:58:00, time: 1.457, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1520, s0.acc: 94.5891, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2250, s1.loss_cls: 0.0731, s1.acc: 94.7013, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1121, s2.loss_cls: 0.0366, s2.acc: 94.5005, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0529, loss: 1.0710 2024-04-03 13:47:45,276 - mmdet - INFO - Epoch [19][3550/7330] lr: 4.612e-06, eta: 2 days, 5:56:45, time: 1.530, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1476, s0.acc: 94.9326, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2189, s1.loss_cls: 0.0696, s1.acc: 95.1031, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1082, s2.loss_cls: 0.0351, s2.acc: 94.8951, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0507, loss: 1.0291 2024-04-03 13:48:59,208 - mmdet - INFO - Epoch [19][3600/7330] lr: 4.612e-06, eta: 2 days, 5:55:27, time: 1.479, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1528, s0.acc: 94.6199, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2277, s1.loss_cls: 0.0731, s1.acc: 94.6388, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1112, s2.loss_cls: 0.0367, s2.acc: 94.4383, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0521, loss: 1.0681 2024-04-03 13:50:12,638 - mmdet - INFO - Epoch [19][3650/7330] lr: 4.612e-06, eta: 2 days, 5:54:10, time: 1.468, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1618, s0.acc: 94.2656, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2269, s1.loss_cls: 0.0770, s1.acc: 94.3680, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1125, s2.loss_cls: 0.0382, s2.acc: 94.2661, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0534, loss: 1.1091 2024-04-03 13:51:27,505 - mmdet - INFO - Epoch [19][3700/7330] lr: 4.612e-06, eta: 2 days, 5:52:53, time: 1.498, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1484, s0.acc: 94.6687, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2246, s1.loss_cls: 0.0705, s1.acc: 94.7877, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1107, s2.loss_cls: 0.0350, s2.acc: 94.6770, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0523, loss: 1.0552 2024-04-03 13:52:45,793 - mmdet - INFO - Epoch [19][3750/7330] lr: 4.612e-06, eta: 2 days, 5:51:40, time: 1.566, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1620, s0.acc: 94.3257, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2269, s1.loss_cls: 0.0768, s1.acc: 94.4702, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1122, s2.loss_cls: 0.0380, s2.acc: 94.4600, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0527, loss: 1.1094 2024-04-03 13:53:58,965 - mmdet - INFO - Epoch [19][3800/7330] lr: 4.612e-06, eta: 2 days, 5:50:22, time: 1.463, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1497, s0.acc: 94.7761, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2238, s1.loss_cls: 0.0716, s1.acc: 94.9263, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1111, s2.loss_cls: 0.0361, s2.acc: 94.6772, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0524, loss: 1.0555 2024-04-03 13:55:15,582 - mmdet - INFO - Epoch [19][3850/7330] lr: 4.612e-06, eta: 2 days, 5:49:08, time: 1.532, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1595, s0.acc: 94.3508, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2251, s1.loss_cls: 0.0757, s1.acc: 94.5562, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1114, s2.loss_cls: 0.0380, s2.acc: 94.3579, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0526, loss: 1.0871 2024-04-03 13:56:30,674 - mmdet - INFO - Epoch [19][3900/7330] lr: 4.612e-06, eta: 2 days, 5:47:52, time: 1.502, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1520, s0.acc: 94.5884, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2209, s1.loss_cls: 0.0721, s1.acc: 94.7537, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1090, s2.loss_cls: 0.0362, s2.acc: 94.6097, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0516, loss: 1.0643 2024-04-03 13:57:44,327 - mmdet - INFO - Epoch [19][3950/7330] lr: 4.612e-06, eta: 2 days, 5:46:34, time: 1.473, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1474, s0.acc: 94.8711, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2227, s1.loss_cls: 0.0682, s1.acc: 95.0779, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1110, s2.loss_cls: 0.0345, s2.acc: 94.9008, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0526, loss: 1.0412 2024-04-03 13:58:57,863 - mmdet - INFO - Epoch [19][4000/7330] lr: 4.612e-06, eta: 2 days, 5:45:16, time: 1.471, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1547, s0.acc: 94.5757, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2277, s1.loss_cls: 0.0732, s1.acc: 94.7291, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1136, s2.loss_cls: 0.0368, s2.acc: 94.5646, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0539, loss: 1.0933 2024-04-03 14:00:14,855 - mmdet - INFO - Epoch [19][4050/7330] lr: 4.612e-06, eta: 2 days, 5:44:02, time: 1.540, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1442, s0.acc: 94.8823, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2188, s1.loss_cls: 0.0693, s1.acc: 95.0189, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1085, s2.loss_cls: 0.0348, s2.acc: 94.8722, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0511, loss: 1.0239 2024-04-03 14:01:36,923 - mmdet - INFO - Epoch [19][4100/7330] lr: 4.612e-06, eta: 2 days, 5:42:52, time: 1.641, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1492, s0.acc: 94.7246, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2253, s1.loss_cls: 0.0716, s1.acc: 94.8034, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1111, s2.loss_cls: 0.0359, s2.acc: 94.7378, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0525, loss: 1.0522 2024-04-03 14:02:54,421 - mmdet - INFO - Epoch [19][4150/7330] lr: 4.612e-06, eta: 2 days, 5:41:39, time: 1.550, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1512, s0.acc: 94.6443, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2287, s1.loss_cls: 0.0722, s1.acc: 94.7553, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1129, s2.loss_cls: 0.0363, s2.acc: 94.5822, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0533, loss: 1.0804 2024-04-03 14:04:09,169 - mmdet - INFO - Epoch [19][4200/7330] lr: 4.612e-06, eta: 2 days, 5:40:22, time: 1.495, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1608, s0.acc: 94.3379, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2233, s1.loss_cls: 0.0771, s1.acc: 94.3455, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1095, s2.loss_cls: 0.0385, s2.acc: 94.1867, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0515, loss: 1.0954 2024-04-03 14:05:22,482 - mmdet - INFO - Epoch [19][4250/7330] lr: 4.612e-06, eta: 2 days, 5:39:04, time: 1.467, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1537, s0.acc: 94.5994, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2281, s1.loss_cls: 0.0729, s1.acc: 94.7989, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1122, s2.loss_cls: 0.0363, s2.acc: 94.6863, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0531, loss: 1.0667 2024-04-03 14:06:38,142 - mmdet - INFO - Epoch [19][4300/7330] lr: 4.612e-06, eta: 2 days, 5:37:49, time: 1.513, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1517, s0.acc: 94.6467, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2234, s1.loss_cls: 0.0724, s1.acc: 94.8078, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1119, s2.loss_cls: 0.0367, s2.acc: 94.5782, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0531, loss: 1.0567 2024-04-03 14:07:52,485 - mmdet - INFO - Epoch [19][4350/7330] lr: 4.612e-06, eta: 2 days, 5:36:32, time: 1.487, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1540, s0.acc: 94.5706, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2234, s1.loss_cls: 0.0728, s1.acc: 94.7641, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1113, s2.loss_cls: 0.0361, s2.acc: 94.6730, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0524, loss: 1.0630 2024-04-03 14:09:05,633 - mmdet - INFO - Epoch [19][4400/7330] lr: 4.612e-06, eta: 2 days, 5:35:14, time: 1.463, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1654, s0.acc: 94.2449, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2260, s1.loss_cls: 0.0777, s1.acc: 94.4702, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1110, s2.loss_cls: 0.0383, s2.acc: 94.3911, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0524, loss: 1.1156 2024-04-03 14:10:18,542 - mmdet - INFO - Epoch [19][4450/7330] lr: 4.612e-06, eta: 2 days, 5:33:56, time: 1.458, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1524, s0.acc: 94.6108, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2208, s1.loss_cls: 0.0730, s1.acc: 94.7898, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1098, s2.loss_cls: 0.0365, s2.acc: 94.5336, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0521, loss: 1.0582 2024-04-03 14:11:31,302 - mmdet - INFO - Epoch [19][4500/7330] lr: 4.612e-06, eta: 2 days, 5:32:37, time: 1.455, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1555, s0.acc: 94.6548, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2199, s1.loss_cls: 0.0741, s1.acc: 94.8141, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1108, s2.loss_cls: 0.0369, s2.acc: 94.6967, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0530, loss: 1.0600 2024-04-03 14:12:46,369 - mmdet - INFO - Epoch [19][4550/7330] lr: 4.612e-06, eta: 2 days, 5:31:21, time: 1.501, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1576, s0.acc: 94.4678, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2249, s1.loss_cls: 0.0752, s1.acc: 94.5532, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1127, s2.loss_cls: 0.0378, s2.acc: 94.3004, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0534, loss: 1.0914 2024-04-03 14:14:00,813 - mmdet - INFO - Epoch [19][4600/7330] lr: 4.612e-06, eta: 2 days, 5:30:05, time: 1.489, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1534, s0.acc: 94.5913, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2232, s1.loss_cls: 0.0741, s1.acc: 94.6426, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1108, s2.loss_cls: 0.0370, s2.acc: 94.5718, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0524, loss: 1.0634 2024-04-03 14:15:15,445 - mmdet - INFO - Epoch [19][4650/7330] lr: 4.612e-06, eta: 2 days, 5:28:48, time: 1.493, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1449, s0.acc: 94.9661, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2200, s1.loss_cls: 0.0697, s1.acc: 95.0543, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1092, s2.loss_cls: 0.0347, s2.acc: 94.8861, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0514, loss: 1.0282 2024-04-03 14:16:28,616 - mmdet - INFO - Epoch [19][4700/7330] lr: 4.612e-06, eta: 2 days, 5:27:30, time: 1.463, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1604, s0.acc: 94.4197, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2308, s1.loss_cls: 0.0769, s1.acc: 94.5363, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1142, s2.loss_cls: 0.0386, s2.acc: 94.3002, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0535, loss: 1.0992 2024-04-03 14:17:44,938 - mmdet - INFO - Epoch [19][4750/7330] lr: 4.612e-06, eta: 2 days, 5:26:15, time: 1.526, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1627, s0.acc: 94.2832, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2254, s1.loss_cls: 0.0775, s1.acc: 94.4372, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1110, s2.loss_cls: 0.0386, s2.acc: 94.2574, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0525, loss: 1.0983 2024-04-03 14:19:00,627 - mmdet - INFO - Epoch [19][4800/7330] lr: 4.612e-06, eta: 2 days, 5:25:00, time: 1.513, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1525, s0.acc: 94.6538, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2250, s1.loss_cls: 0.0726, s1.acc: 94.8265, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1119, s2.loss_cls: 0.0362, s2.acc: 94.6435, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0525, loss: 1.0700 2024-04-03 14:20:14,853 - mmdet - INFO - Epoch [19][4850/7330] lr: 4.612e-06, eta: 2 days, 5:23:43, time: 1.485, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1574, s0.acc: 94.5920, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2180, s1.loss_cls: 0.0744, s1.acc: 94.7975, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1072, s2.loss_cls: 0.0372, s2.acc: 94.6672, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0506, loss: 1.0613 2024-04-03 14:21:28,569 - mmdet - INFO - Epoch [19][4900/7330] lr: 4.612e-06, eta: 2 days, 5:22:25, time: 1.475, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1525, s0.acc: 94.6638, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2245, s1.loss_cls: 0.0734, s1.acc: 94.6575, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1115, s2.loss_cls: 0.0369, s2.acc: 94.4794, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0531, loss: 1.0617 2024-04-03 14:22:44,587 - mmdet - INFO - Epoch [19][4950/7330] lr: 4.612e-06, eta: 2 days, 5:21:10, time: 1.520, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1537, s0.acc: 94.6638, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2215, s1.loss_cls: 0.0731, s1.acc: 94.8184, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1100, s2.loss_cls: 0.0363, s2.acc: 94.6805, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0523, loss: 1.0586 2024-04-03 14:24:00,980 - mmdet - INFO - Epoch [19][5000/7330] lr: 4.612e-06, eta: 2 days, 5:19:55, time: 1.528, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1555, s0.acc: 94.5530, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2256, s1.loss_cls: 0.0747, s1.acc: 94.6224, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1111, s2.loss_cls: 0.0373, s2.acc: 94.4932, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0521, loss: 1.0730 2024-04-03 14:25:15,408 - mmdet - INFO - Epoch [19][5050/7330] lr: 4.612e-06, eta: 2 days, 5:18:38, time: 1.489, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1579, s0.acc: 94.5608, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2245, s1.loss_cls: 0.0756, s1.acc: 94.7113, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1118, s2.loss_cls: 0.0373, s2.acc: 94.5865, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0529, loss: 1.0729 2024-04-03 14:26:29,092 - mmdet - INFO - Epoch [19][5100/7330] lr: 4.612e-06, eta: 2 days, 5:17:21, time: 1.474, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1631, s0.acc: 94.2759, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2246, s1.loss_cls: 0.0785, s1.acc: 94.4205, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1118, s2.loss_cls: 0.0389, s2.acc: 94.2949, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0529, loss: 1.1087 2024-04-03 14:27:47,791 - mmdet - INFO - Epoch [19][5150/7330] lr: 4.612e-06, eta: 2 days, 5:16:08, time: 1.574, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1685, s0.acc: 94.2441, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2278, s1.loss_cls: 0.0796, s1.acc: 94.4694, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1134, s2.loss_cls: 0.0396, s2.acc: 94.3744, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0536, loss: 1.1221 2024-04-03 14:29:05,377 - mmdet - INFO - Epoch [19][5200/7330] lr: 4.612e-06, eta: 2 days, 5:14:54, time: 1.552, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1558, s0.acc: 94.4995, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2242, s1.loss_cls: 0.0737, s1.acc: 94.6473, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1106, s2.loss_cls: 0.0372, s2.acc: 94.5075, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0517, loss: 1.0782 2024-04-03 14:30:19,109 - mmdet - INFO - Epoch [19][5250/7330] lr: 4.612e-06, eta: 2 days, 5:13:37, time: 1.475, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1592, s0.acc: 94.4851, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2209, s1.loss_cls: 0.0772, s1.acc: 94.5683, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1099, s2.loss_cls: 0.0384, s2.acc: 94.5972, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0522, loss: 1.0776 2024-04-03 14:31:34,938 - mmdet - INFO - Epoch [19][5300/7330] lr: 4.612e-06, eta: 2 days, 5:12:22, time: 1.516, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1574, s0.acc: 94.5864, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2227, s1.loss_cls: 0.0755, s1.acc: 94.7115, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1105, s2.loss_cls: 0.0375, s2.acc: 94.5884, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0518, loss: 1.0747 2024-04-03 14:32:50,930 - mmdet - INFO - Epoch [19][5350/7330] lr: 4.612e-06, eta: 2 days, 5:11:06, time: 1.520, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1623, s0.acc: 94.3003, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2230, s1.loss_cls: 0.0785, s1.acc: 94.3365, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1108, s2.loss_cls: 0.0392, s2.acc: 94.0975, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0526, loss: 1.0996 2024-04-03 14:34:05,426 - mmdet - INFO - Epoch [19][5400/7330] lr: 4.612e-06, eta: 2 days, 5:09:50, time: 1.490, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1582, s0.acc: 94.6306, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2208, s1.loss_cls: 0.0751, s1.acc: 94.7292, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1092, s2.loss_cls: 0.0367, s2.acc: 94.7283, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0517, loss: 1.0593 2024-04-03 14:35:19,710 - mmdet - INFO - Epoch [19][5450/7330] lr: 4.612e-06, eta: 2 days, 5:08:33, time: 1.486, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1535, s0.acc: 94.5613, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2225, s1.loss_cls: 0.0738, s1.acc: 94.7260, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1092, s2.loss_cls: 0.0363, s2.acc: 94.6754, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0511, loss: 1.0632 2024-04-03 14:36:35,025 - mmdet - INFO - Epoch [19][5500/7330] lr: 4.612e-06, eta: 2 days, 5:07:17, time: 1.506, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1503, s0.acc: 94.7285, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2191, s1.loss_cls: 0.0727, s1.acc: 94.8119, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1094, s2.loss_cls: 0.0364, s2.acc: 94.6399, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0517, loss: 1.0435 2024-04-03 14:37:48,869 - mmdet - INFO - Epoch [19][5550/7330] lr: 4.612e-06, eta: 2 days, 5:06:00, time: 1.477, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1525, s0.acc: 94.6672, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2286, s1.loss_cls: 0.0738, s1.acc: 94.7490, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1123, s2.loss_cls: 0.0369, s2.acc: 94.5586, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0530, loss: 1.0621 2024-04-03 14:39:05,276 - mmdet - INFO - Epoch [19][5600/7330] lr: 4.612e-06, eta: 2 days, 5:04:45, time: 1.528, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1545, s0.acc: 94.5620, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2221, s1.loss_cls: 0.0736, s1.acc: 94.7627, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1106, s2.loss_cls: 0.0368, s2.acc: 94.6027, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0525, loss: 1.0849 2024-04-03 14:40:21,801 - mmdet - INFO - Epoch [19][5650/7330] lr: 4.612e-06, eta: 2 days, 5:03:30, time: 1.530, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1554, s0.acc: 94.7249, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2281, s1.loss_cls: 0.0731, s1.acc: 94.8474, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1119, s2.loss_cls: 0.0367, s2.acc: 94.6557, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0525, loss: 1.0760 2024-04-03 14:41:37,820 - mmdet - INFO - Epoch [19][5700/7330] lr: 4.612e-06, eta: 2 days, 5:02:15, time: 1.520, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1634, s0.acc: 94.2920, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2284, s1.loss_cls: 0.0775, s1.acc: 94.4117, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1126, s2.loss_cls: 0.0389, s2.acc: 94.2463, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0531, loss: 1.1056 2024-04-03 14:42:52,416 - mmdet - INFO - Epoch [19][5750/7330] lr: 4.612e-06, eta: 2 days, 5:00:58, time: 1.492, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1475, s0.acc: 94.7893, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2193, s1.loss_cls: 0.0722, s1.acc: 94.8544, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1085, s2.loss_cls: 0.0359, s2.acc: 94.6788, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0510, loss: 1.0386 2024-04-03 14:44:09,508 - mmdet - INFO - Epoch [19][5800/7330] lr: 4.612e-06, eta: 2 days, 4:59:44, time: 1.542, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1522, s0.acc: 94.6631, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2268, s1.loss_cls: 0.0734, s1.acc: 94.7815, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1129, s2.loss_cls: 0.0370, s2.acc: 94.6093, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0538, loss: 1.0682 2024-04-03 14:45:30,064 - mmdet - INFO - Epoch [19][5850/7330] lr: 4.612e-06, eta: 2 days, 4:58:33, time: 1.611, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1494, s0.acc: 94.8745, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2170, s1.loss_cls: 0.0709, s1.acc: 95.0584, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1091, s2.loss_cls: 0.0352, s2.acc: 94.8437, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0516, loss: 1.0330 2024-04-03 14:46:46,451 - mmdet - INFO - Epoch [19][5900/7330] lr: 4.612e-06, eta: 2 days, 4:57:18, time: 1.528, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1550, s0.acc: 94.5945, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2233, s1.loss_cls: 0.0738, s1.acc: 94.7405, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1111, s2.loss_cls: 0.0370, s2.acc: 94.5599, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0526, loss: 1.0769 2024-04-03 14:48:01,080 - mmdet - INFO - Epoch [19][5950/7330] lr: 4.612e-06, eta: 2 days, 4:56:01, time: 1.493, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1495, s0.acc: 94.7966, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2238, s1.loss_cls: 0.0704, s1.acc: 95.0083, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1112, s2.loss_cls: 0.0355, s2.acc: 94.7808, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0524, loss: 1.0548 2024-04-03 14:49:16,613 - mmdet - INFO - Epoch [19][6000/7330] lr: 4.612e-06, eta: 2 days, 4:54:45, time: 1.511, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1643, s0.acc: 94.3442, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2274, s1.loss_cls: 0.0786, s1.acc: 94.3975, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1136, s2.loss_cls: 0.0400, s2.acc: 94.1900, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0533, loss: 1.1170 2024-04-03 14:50:32,188 - mmdet - INFO - Epoch [19][6050/7330] lr: 4.612e-06, eta: 2 days, 4:53:30, time: 1.511, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1479, s0.acc: 94.8540, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2198, s1.loss_cls: 0.0688, s1.acc: 95.1307, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1090, s2.loss_cls: 0.0346, s2.acc: 94.9280, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0516, loss: 1.0357 2024-04-03 14:51:46,909 - mmdet - INFO - Epoch [19][6100/7330] lr: 4.612e-06, eta: 2 days, 4:52:13, time: 1.494, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1539, s0.acc: 94.5999, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2164, s1.loss_cls: 0.0734, s1.acc: 94.7000, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1085, s2.loss_cls: 0.0365, s2.acc: 94.6606, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0514, loss: 1.0560 2024-04-03 14:53:00,979 - mmdet - INFO - Epoch [19][6150/7330] lr: 4.612e-06, eta: 2 days, 4:50:56, time: 1.481, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1587, s0.acc: 94.4580, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2285, s1.loss_cls: 0.0753, s1.acc: 94.5995, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1129, s2.loss_cls: 0.0382, s2.acc: 94.2953, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0534, loss: 1.1007 2024-04-03 14:54:14,230 - mmdet - INFO - Epoch [19][6200/7330] lr: 4.612e-06, eta: 2 days, 4:49:38, time: 1.465, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1489, s0.acc: 94.7671, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2186, s1.loss_cls: 0.0701, s1.acc: 94.9595, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1095, s2.loss_cls: 0.0349, s2.acc: 94.7380, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0518, loss: 1.0450 2024-04-03 14:55:28,241 - mmdet - INFO - Epoch [19][6250/7330] lr: 4.612e-06, eta: 2 days, 4:48:21, time: 1.480, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1476, s0.acc: 94.7888, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2248, s1.loss_cls: 0.0709, s1.acc: 94.8522, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1121, s2.loss_cls: 0.0361, s2.acc: 94.5443, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0531, loss: 1.0472 2024-04-03 14:56:44,195 - mmdet - INFO - Epoch [19][6300/7330] lr: 4.612e-06, eta: 2 days, 4:47:06, time: 1.519, data_time: 0.064, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1601, s0.acc: 94.4385, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2236, s1.loss_cls: 0.0768, s1.acc: 94.5566, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1109, s2.loss_cls: 0.0379, s2.acc: 94.4675, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0528, loss: 1.0742 2024-04-03 14:58:02,776 - mmdet - INFO - Epoch [19][6350/7330] lr: 4.612e-06, eta: 2 days, 4:45:53, time: 1.572, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1572, s0.acc: 94.5459, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2279, s1.loss_cls: 0.0756, s1.acc: 94.5777, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1117, s2.loss_cls: 0.0377, s2.acc: 94.5127, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0530, loss: 1.0732 2024-04-03 14:59:16,034 - mmdet - INFO - Epoch [19][6400/7330] lr: 4.612e-06, eta: 2 days, 4:44:35, time: 1.465, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1558, s0.acc: 94.5691, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2200, s1.loss_cls: 0.0733, s1.acc: 94.7991, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1098, s2.loss_cls: 0.0365, s2.acc: 94.7111, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0519, loss: 1.0626 2024-04-03 15:00:32,858 - mmdet - INFO - Epoch [19][6450/7330] lr: 4.612e-06, eta: 2 days, 4:43:21, time: 1.537, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1474, s0.acc: 94.7905, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2216, s1.loss_cls: 0.0696, s1.acc: 95.0148, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1096, s2.loss_cls: 0.0347, s2.acc: 94.8717, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0514, loss: 1.0452 2024-04-03 15:01:50,432 - mmdet - INFO - Epoch [19][6500/7330] lr: 4.612e-06, eta: 2 days, 4:42:07, time: 1.551, data_time: 0.064, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1551, s0.acc: 94.7256, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2221, s1.loss_cls: 0.0737, s1.acc: 94.8824, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1106, s2.loss_cls: 0.0367, s2.acc: 94.7680, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0524, loss: 1.0578 2024-04-03 15:03:03,405 - mmdet - INFO - Epoch [19][6550/7330] lr: 4.612e-06, eta: 2 days, 4:40:49, time: 1.460, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1551, s0.acc: 94.5657, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2234, s1.loss_cls: 0.0747, s1.acc: 94.6192, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1098, s2.loss_cls: 0.0370, s2.acc: 94.5283, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0518, loss: 1.0691 2024-04-03 15:04:18,980 - mmdet - INFO - Epoch [19][6600/7330] lr: 4.612e-06, eta: 2 days, 4:39:33, time: 1.512, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1657, s0.acc: 94.2266, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2234, s1.loss_cls: 0.0789, s1.acc: 94.3306, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1104, s2.loss_cls: 0.0398, s2.acc: 94.0888, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0521, loss: 1.1009 2024-04-03 15:05:35,633 - mmdet - INFO - Epoch [19][6650/7330] lr: 4.612e-06, eta: 2 days, 4:38:19, time: 1.533, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1484, s0.acc: 94.8076, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2200, s1.loss_cls: 0.0709, s1.acc: 94.9502, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1100, s2.loss_cls: 0.0352, s2.acc: 94.8086, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0518, loss: 1.0436 2024-04-03 15:06:50,437 - mmdet - INFO - Epoch [19][6700/7330] lr: 4.612e-06, eta: 2 days, 4:37:02, time: 1.496, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1525, s0.acc: 94.6221, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2234, s1.loss_cls: 0.0736, s1.acc: 94.5899, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1120, s2.loss_cls: 0.0373, s2.acc: 94.4504, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0532, loss: 1.0622 2024-04-03 15:08:05,751 - mmdet - INFO - Epoch [19][6750/7330] lr: 4.612e-06, eta: 2 days, 4:35:46, time: 1.506, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1581, s0.acc: 94.5217, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2243, s1.loss_cls: 0.0770, s1.acc: 94.5570, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1106, s2.loss_cls: 0.0382, s2.acc: 94.4029, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0522, loss: 1.0780 2024-04-03 15:09:21,701 - mmdet - INFO - Epoch [19][6800/7330] lr: 4.612e-06, eta: 2 days, 4:34:31, time: 1.519, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1574, s0.acc: 94.3867, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2309, s1.loss_cls: 0.0758, s1.acc: 94.4987, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1143, s2.loss_cls: 0.0381, s2.acc: 94.3185, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0539, loss: 1.1027 2024-04-03 15:10:37,181 - mmdet - INFO - Epoch [19][6850/7330] lr: 4.612e-06, eta: 2 days, 4:33:15, time: 1.510, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1507, s0.acc: 94.7153, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2229, s1.loss_cls: 0.0723, s1.acc: 94.8364, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1104, s2.loss_cls: 0.0365, s2.acc: 94.6803, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0518, loss: 1.0488 2024-04-03 15:11:55,204 - mmdet - INFO - Epoch [19][6900/7330] lr: 4.612e-06, eta: 2 days, 4:32:02, time: 1.560, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1615, s0.acc: 94.4336, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2263, s1.loss_cls: 0.0764, s1.acc: 94.6121, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1116, s2.loss_cls: 0.0384, s2.acc: 94.4297, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0524, loss: 1.0956 2024-04-03 15:13:12,088 - mmdet - INFO - Epoch [19][6950/7330] lr: 4.612e-06, eta: 2 days, 4:30:47, time: 1.538, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1546, s0.acc: 94.4717, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2240, s1.loss_cls: 0.0740, s1.acc: 94.6301, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1107, s2.loss_cls: 0.0375, s2.acc: 94.3755, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0521, loss: 1.0779 2024-04-03 15:14:28,528 - mmdet - INFO - Epoch [19][7000/7330] lr: 4.612e-06, eta: 2 days, 4:29:32, time: 1.529, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1535, s0.acc: 94.6116, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2235, s1.loss_cls: 0.0734, s1.acc: 94.6136, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1103, s2.loss_cls: 0.0371, s2.acc: 94.4136, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0521, loss: 1.0720 2024-04-03 15:15:43,448 - mmdet - INFO - Epoch [19][7050/7330] lr: 4.612e-06, eta: 2 days, 4:28:16, time: 1.498, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1630, s0.acc: 94.3811, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2275, s1.loss_cls: 0.0780, s1.acc: 94.4640, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1123, s2.loss_cls: 0.0392, s2.acc: 94.3445, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0528, loss: 1.0973 2024-04-03 15:17:01,544 - mmdet - INFO - Epoch [19][7100/7330] lr: 4.612e-06, eta: 2 days, 4:27:03, time: 1.561, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1493, s0.acc: 94.7966, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2194, s1.loss_cls: 0.0707, s1.acc: 94.9559, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1090, s2.loss_cls: 0.0359, s2.acc: 94.8797, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0515, loss: 1.0477 2024-04-03 15:18:17,633 - mmdet - INFO - Epoch [19][7150/7330] lr: 4.612e-06, eta: 2 days, 4:25:48, time: 1.522, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1482, s0.acc: 94.6951, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2176, s1.loss_cls: 0.0712, s1.acc: 94.8747, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1085, s2.loss_cls: 0.0362, s2.acc: 94.5905, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0510, loss: 1.0407 2024-04-03 15:19:31,066 - mmdet - INFO - Epoch [19][7200/7330] lr: 4.612e-06, eta: 2 days, 4:24:30, time: 1.469, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1589, s0.acc: 94.4031, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2201, s1.loss_cls: 0.0763, s1.acc: 94.5169, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1101, s2.loss_cls: 0.0384, s2.acc: 94.3288, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0516, loss: 1.0929 2024-04-03 15:20:45,682 - mmdet - INFO - Epoch [19][7250/7330] lr: 4.612e-06, eta: 2 days, 4:23:13, time: 1.492, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1654, s0.acc: 94.2595, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2279, s1.loss_cls: 0.0780, s1.acc: 94.4604, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1121, s2.loss_cls: 0.0390, s2.acc: 94.2399, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0526, loss: 1.1068 2024-04-03 15:22:00,922 - mmdet - INFO - Epoch [19][7300/7330] lr: 4.612e-06, eta: 2 days, 4:21:57, time: 1.505, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1543, s0.acc: 94.5996, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2234, s1.loss_cls: 0.0741, s1.acc: 94.6786, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1114, s2.loss_cls: 0.0376, s2.acc: 94.4198, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0530, loss: 1.0620 2024-04-03 15:22:47,535 - mmdet - INFO - Saving checkpoint at 19 epochs 2024-04-03 15:30:47,463 - mmdet - INFO - Evaluating bbox... 2024-04-03 15:31:29,479 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.501 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.688 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.547 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.316 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.544 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.642 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 ] = 0.451 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 ] = 0.782 2024-04-03 15:31:29,480 - mmdet - INFO - Evaluating segm... 2024-04-03 15:32:20,193 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.433 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.662 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.469 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.230 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.468 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 ] = 0.562 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 ] = 0.372 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.597 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.718 2024-04-03 15:32:20,838 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 15:32:20,840 - mmdet - INFO - Epoch(val) [19][1250] bbox_mAP: 0.5010, bbox_mAP_50: 0.6880, bbox_mAP_75: 0.5470, bbox_mAP_s: 0.3160, bbox_mAP_m: 0.5440, bbox_mAP_l: 0.6420, bbox_mAP_copypaste: 0.501 0.688 0.547 0.316 0.544 0.642, segm_mAP: 0.4330, segm_mAP_50: 0.6620, segm_mAP_75: 0.4690, segm_mAP_s: 0.2300, segm_mAP_m: 0.4680, segm_mAP_l: 0.6150, segm_mAP_copypaste: 0.433 0.662 0.469 0.230 0.468 0.615 2024-04-03 15:33:39,449 - mmdet - INFO - Epoch [20][50/7330] lr: 4.612e-06, eta: 2 days, 4:19:18, time: 1.572, data_time: 0.111, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1587, s0.acc: 94.3386, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2254, s1.loss_cls: 0.0758, s1.acc: 94.4702, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1135, s2.loss_cls: 0.0383, s2.acc: 94.2550, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0536, loss: 1.0949 2024-04-03 15:34:57,693 - mmdet - INFO - Epoch [20][100/7330] lr: 4.612e-06, eta: 2 days, 4:18:05, time: 1.565, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1563, s0.acc: 94.5588, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2225, s1.loss_cls: 0.0741, s1.acc: 94.7403, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1103, s2.loss_cls: 0.0370, s2.acc: 94.6082, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0521, loss: 1.0637 2024-04-03 15:36:16,707 - mmdet - INFO - Epoch [20][150/7330] lr: 4.612e-06, eta: 2 days, 4:16:53, time: 1.580, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1548, s0.acc: 94.5459, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2229, s1.loss_cls: 0.0728, s1.acc: 94.7723, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1101, s2.loss_cls: 0.0371, s2.acc: 94.5506, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0516, loss: 1.0866 2024-04-03 15:37:32,730 - mmdet - INFO - Epoch [20][200/7330] lr: 4.612e-06, eta: 2 days, 4:15:37, time: 1.520, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1460, s0.acc: 94.9214, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2195, s1.loss_cls: 0.0696, s1.acc: 95.0417, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1088, s2.loss_cls: 0.0349, s2.acc: 94.7591, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0517, loss: 1.0224 2024-04-03 15:38:49,590 - mmdet - INFO - Epoch [20][250/7330] lr: 4.612e-06, eta: 2 days, 4:14:23, time: 1.537, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1522, s0.acc: 94.6926, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2192, s1.loss_cls: 0.0722, s1.acc: 94.8085, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1098, s2.loss_cls: 0.0366, s2.acc: 94.6006, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0520, loss: 1.0604 2024-04-03 15:40:04,836 - mmdet - INFO - Epoch [20][300/7330] lr: 4.612e-06, eta: 2 days, 4:13:07, time: 1.505, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1509, s0.acc: 94.7336, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2214, s1.loss_cls: 0.0709, s1.acc: 94.9728, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1103, s2.loss_cls: 0.0351, s2.acc: 94.8240, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0522, loss: 1.0487 2024-04-03 15:41:20,172 - mmdet - INFO - Epoch [20][350/7330] lr: 4.612e-06, eta: 2 days, 4:11:51, time: 1.507, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1581, s0.acc: 94.3433, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2255, s1.loss_cls: 0.0746, s1.acc: 94.5162, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1120, s2.loss_cls: 0.0374, s2.acc: 94.3446, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0530, loss: 1.0828 2024-04-03 15:42:35,511 - mmdet - INFO - Epoch [20][400/7330] lr: 4.612e-06, eta: 2 days, 4:10:35, time: 1.507, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1589, s0.acc: 94.4275, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2256, s1.loss_cls: 0.0755, s1.acc: 94.6000, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1126, s2.loss_cls: 0.0373, s2.acc: 94.4714, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0536, loss: 1.1007 2024-04-03 15:43:51,855 - mmdet - INFO - Epoch [20][450/7330] lr: 4.612e-06, eta: 2 days, 4:09:20, time: 1.527, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1491, s0.acc: 94.8157, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2137, s1.loss_cls: 0.0702, s1.acc: 95.0194, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1059, s2.loss_cls: 0.0354, s2.acc: 94.8299, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0499, loss: 1.0258 2024-04-03 15:45:07,182 - mmdet - INFO - Epoch [20][500/7330] lr: 4.612e-06, eta: 2 days, 4:08:04, time: 1.507, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1559, s0.acc: 94.5073, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2196, s1.loss_cls: 0.0743, s1.acc: 94.6887, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1091, s2.loss_cls: 0.0369, s2.acc: 94.5967, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0513, loss: 1.0697 2024-04-03 15:46:20,660 - mmdet - INFO - Epoch [20][550/7330] lr: 4.612e-06, eta: 2 days, 4:06:47, time: 1.470, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1529, s0.acc: 94.5950, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2196, s1.loss_cls: 0.0728, s1.acc: 94.7276, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1090, s2.loss_cls: 0.0364, s2.acc: 94.6668, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0515, loss: 1.0507 2024-04-03 15:47:36,399 - mmdet - INFO - Epoch [20][600/7330] lr: 4.612e-06, eta: 2 days, 4:05:31, time: 1.514, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1576, s0.acc: 94.4692, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2281, s1.loss_cls: 0.0750, s1.acc: 94.5872, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1125, s2.loss_cls: 0.0369, s2.acc: 94.5075, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0526, loss: 1.0932 2024-04-03 15:48:52,849 - mmdet - INFO - Epoch [20][650/7330] lr: 4.612e-06, eta: 2 days, 4:04:17, time: 1.529, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1430, s0.acc: 94.9087, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2175, s1.loss_cls: 0.0673, s1.acc: 95.1317, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1073, s2.loss_cls: 0.0346, s2.acc: 94.8138, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0507, loss: 1.0265 2024-04-03 15:50:09,706 - mmdet - INFO - Epoch [20][700/7330] lr: 4.612e-06, eta: 2 days, 4:03:02, time: 1.537, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1539, s0.acc: 94.6345, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2202, s1.loss_cls: 0.0724, s1.acc: 94.7721, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1093, s2.loss_cls: 0.0367, s2.acc: 94.5988, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0514, loss: 1.0637 2024-04-03 15:51:23,772 - mmdet - INFO - Epoch [20][750/7330] lr: 4.612e-06, eta: 2 days, 4:01:45, time: 1.481, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1597, s0.acc: 94.5325, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2249, s1.loss_cls: 0.0757, s1.acc: 94.6933, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1113, s2.loss_cls: 0.0376, s2.acc: 94.4995, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0522, loss: 1.0775 2024-04-03 15:52:39,225 - mmdet - INFO - Epoch [20][800/7330] lr: 4.612e-06, eta: 2 days, 4:00:29, time: 1.509, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1561, s0.acc: 94.5039, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2261, s1.loss_cls: 0.0742, s1.acc: 94.5556, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1120, s2.loss_cls: 0.0367, s2.acc: 94.5284, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0525, loss: 1.0758 2024-04-03 15:53:54,816 - mmdet - INFO - Epoch [20][850/7330] lr: 4.612e-06, eta: 2 days, 3:59:14, time: 1.512, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1477, s0.acc: 94.7737, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2228, s1.loss_cls: 0.0722, s1.acc: 94.8072, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1111, s2.loss_cls: 0.0363, s2.acc: 94.5982, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0528, loss: 1.0507 2024-04-03 15:55:13,675 - mmdet - INFO - Epoch [20][900/7330] lr: 4.612e-06, eta: 2 days, 3:58:01, time: 1.577, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1500, s0.acc: 94.6934, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2219, s1.loss_cls: 0.0708, s1.acc: 94.8560, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1105, s2.loss_cls: 0.0351, s2.acc: 94.7664, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0523, loss: 1.0526 2024-04-03 15:56:27,097 - mmdet - INFO - Epoch [20][950/7330] lr: 4.612e-06, eta: 2 days, 3:56:43, time: 1.469, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1524, s0.acc: 94.6682, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2243, s1.loss_cls: 0.0730, s1.acc: 94.7854, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1113, s2.loss_cls: 0.0367, s2.acc: 94.5213, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0529, loss: 1.0620 2024-04-03 15:57:44,082 - mmdet - INFO - Epoch [20][1000/7330] lr: 4.612e-06, eta: 2 days, 3:55:29, time: 1.540, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1451, s0.acc: 94.8699, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2130, s1.loss_cls: 0.0683, s1.acc: 95.0735, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1077, s2.loss_cls: 0.0344, s2.acc: 94.8711, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0511, loss: 1.0299 2024-04-03 15:58:59,835 - mmdet - INFO - Epoch [20][1050/7330] lr: 4.612e-06, eta: 2 days, 3:54:13, time: 1.515, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1604, s0.acc: 94.3718, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2295, s1.loss_cls: 0.0777, s1.acc: 94.4652, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1132, s2.loss_cls: 0.0386, s2.acc: 94.2490, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0536, loss: 1.1022 2024-04-03 16:00:16,016 - mmdet - INFO - Epoch [20][1100/7330] lr: 4.612e-06, eta: 2 days, 3:52:58, time: 1.524, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1433, s0.acc: 94.9404, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2134, s1.loss_cls: 0.0673, s1.acc: 95.1515, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1075, s2.loss_cls: 0.0335, s2.acc: 95.0784, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0511, loss: 1.0088 2024-04-03 16:01:33,635 - mmdet - INFO - Epoch [20][1150/7330] lr: 4.612e-06, eta: 2 days, 3:51:45, time: 1.552, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1565, s0.acc: 94.5259, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2228, s1.loss_cls: 0.0740, s1.acc: 94.7358, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1096, s2.loss_cls: 0.0375, s2.acc: 94.5626, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0515, loss: 1.0861 2024-04-03 16:02:49,957 - mmdet - INFO - Epoch [20][1200/7330] lr: 4.612e-06, eta: 2 days, 3:50:30, time: 1.526, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1512, s0.acc: 94.6267, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2216, s1.loss_cls: 0.0718, s1.acc: 94.8545, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1104, s2.loss_cls: 0.0360, s2.acc: 94.7184, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0519, loss: 1.0640 2024-04-03 16:04:08,496 - mmdet - INFO - Epoch [20][1250/7330] lr: 4.612e-06, eta: 2 days, 3:49:16, time: 1.571, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1519, s0.acc: 94.5942, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2204, s1.loss_cls: 0.0718, s1.acc: 94.7612, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1094, s2.loss_cls: 0.0363, s2.acc: 94.6559, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0517, loss: 1.0645 2024-04-03 16:05:22,551 - mmdet - INFO - Epoch [20][1300/7330] lr: 4.612e-06, eta: 2 days, 3:47:59, time: 1.481, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1519, s0.acc: 94.6704, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2193, s1.loss_cls: 0.0724, s1.acc: 94.8271, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1080, s2.loss_cls: 0.0357, s2.acc: 94.7092, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0509, loss: 1.0561 2024-04-03 16:06:39,011 - mmdet - INFO - Epoch [20][1350/7330] lr: 4.612e-06, eta: 2 days, 3:46:45, time: 1.529, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1596, s0.acc: 94.3464, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2280, s1.loss_cls: 0.0750, s1.acc: 94.5865, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1140, s2.loss_cls: 0.0377, s2.acc: 94.2677, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0535, loss: 1.1126 2024-04-03 16:07:55,229 - mmdet - INFO - Epoch [20][1400/7330] lr: 4.612e-06, eta: 2 days, 3:45:30, time: 1.525, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1512, s0.acc: 94.5776, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2186, s1.loss_cls: 0.0723, s1.acc: 94.8160, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1094, s2.loss_cls: 0.0361, s2.acc: 94.6865, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0519, loss: 1.0512 2024-04-03 16:09:11,026 - mmdet - INFO - Epoch [20][1450/7330] lr: 4.612e-06, eta: 2 days, 3:44:14, time: 1.516, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1535, s0.acc: 94.6670, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2203, s1.loss_cls: 0.0718, s1.acc: 94.8977, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1105, s2.loss_cls: 0.0357, s2.acc: 94.8010, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0526, loss: 1.0636 2024-04-03 16:10:27,402 - mmdet - INFO - Epoch [20][1500/7330] lr: 4.612e-06, eta: 2 days, 3:42:59, time: 1.528, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1570, s0.acc: 94.5464, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2201, s1.loss_cls: 0.0735, s1.acc: 94.7569, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1091, s2.loss_cls: 0.0364, s2.acc: 94.5990, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0514, loss: 1.0710 2024-04-03 16:11:45,868 - mmdet - INFO - Epoch [20][1550/7330] lr: 4.612e-06, eta: 2 days, 3:41:46, time: 1.569, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1413, s0.acc: 95.0276, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2109, s1.loss_cls: 0.0674, s1.acc: 95.1337, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1057, s2.loss_cls: 0.0338, s2.acc: 94.9795, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0501, loss: 0.9913 2024-04-03 16:13:00,120 - mmdet - INFO - Epoch [20][1600/7330] lr: 4.612e-06, eta: 2 days, 3:40:29, time: 1.485, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1437, s0.acc: 94.8281, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2228, s1.loss_cls: 0.0682, s1.acc: 95.0041, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1113, s2.loss_cls: 0.0346, s2.acc: 94.7485, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0522, loss: 1.0390 2024-04-03 16:14:17,480 - mmdet - INFO - Epoch [20][1650/7330] lr: 4.612e-06, eta: 2 days, 3:39:15, time: 1.547, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1504, s0.acc: 94.7390, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2257, s1.loss_cls: 0.0717, s1.acc: 94.8201, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1128, s2.loss_cls: 0.0360, s2.acc: 94.7314, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0531, loss: 1.0624 2024-04-03 16:15:33,589 - mmdet - INFO - Epoch [20][1700/7330] lr: 4.612e-06, eta: 2 days, 3:38:00, time: 1.522, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1549, s0.acc: 94.5466, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2261, s1.loss_cls: 0.0738, s1.acc: 94.6790, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1129, s2.loss_cls: 0.0370, s2.acc: 94.4526, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0535, loss: 1.0848 2024-04-03 16:16:50,010 - mmdet - INFO - Epoch [20][1750/7330] lr: 4.612e-06, eta: 2 days, 3:36:45, time: 1.528, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1541, s0.acc: 94.6313, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2214, s1.loss_cls: 0.0728, s1.acc: 94.7842, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1105, s2.loss_cls: 0.0367, s2.acc: 94.5939, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0521, loss: 1.0620 2024-04-03 16:18:07,151 - mmdet - INFO - Epoch [20][1800/7330] lr: 4.612e-06, eta: 2 days, 3:35:31, time: 1.543, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1618, s0.acc: 94.3579, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2239, s1.loss_cls: 0.0771, s1.acc: 94.5353, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1110, s2.loss_cls: 0.0383, s2.acc: 94.3447, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0524, loss: 1.0928 2024-04-03 16:19:18,096 - mmdet - INFO - Epoch [20][1850/7330] lr: 4.612e-06, eta: 2 days, 3:34:11, time: 1.419, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1538, s0.acc: 94.4897, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2243, s1.loss_cls: 0.0740, s1.acc: 94.5575, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1112, s2.loss_cls: 0.0373, s2.acc: 94.2718, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0524, loss: 1.0806 2024-04-03 16:20:34,960 - mmdet - INFO - Epoch [20][1900/7330] lr: 4.612e-06, eta: 2 days, 3:32:56, time: 1.537, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1591, s0.acc: 94.4612, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2264, s1.loss_cls: 0.0760, s1.acc: 94.5330, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1124, s2.loss_cls: 0.0381, s2.acc: 94.3973, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0530, loss: 1.0891 2024-04-03 16:21:50,323 - mmdet - INFO - Epoch [20][1950/7330] lr: 4.612e-06, eta: 2 days, 3:31:41, time: 1.507, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1513, s0.acc: 94.7595, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2179, s1.loss_cls: 0.0721, s1.acc: 94.8878, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1088, s2.loss_cls: 0.0365, s2.acc: 94.6915, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0512, loss: 1.0408 2024-04-03 16:23:06,972 - mmdet - INFO - Epoch [20][2000/7330] lr: 4.612e-06, eta: 2 days, 3:30:26, time: 1.533, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1492, s0.acc: 94.7842, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2290, s1.loss_cls: 0.0713, s1.acc: 94.8880, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1137, s2.loss_cls: 0.0358, s2.acc: 94.7654, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0537, loss: 1.0603 2024-04-03 16:24:23,576 - mmdet - INFO - Epoch [20][2050/7330] lr: 4.612e-06, eta: 2 days, 3:29:11, time: 1.532, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1560, s0.acc: 94.5076, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2254, s1.loss_cls: 0.0741, s1.acc: 94.6465, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1106, s2.loss_cls: 0.0372, s2.acc: 94.4669, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0523, loss: 1.0783 2024-04-03 16:25:41,806 - mmdet - INFO - Epoch [20][2100/7330] lr: 4.612e-06, eta: 2 days, 3:27:58, time: 1.565, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1543, s0.acc: 94.6206, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2235, s1.loss_cls: 0.0726, s1.acc: 94.7434, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1113, s2.loss_cls: 0.0365, s2.acc: 94.6475, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0529, loss: 1.0731 2024-04-03 16:26:56,493 - mmdet - INFO - Epoch [20][2150/7330] lr: 4.612e-06, eta: 2 days, 3:26:41, time: 1.493, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1499, s0.acc: 94.7058, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2225, s1.loss_cls: 0.0729, s1.acc: 94.7337, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1112, s2.loss_cls: 0.0363, s2.acc: 94.5736, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0526, loss: 1.0515 2024-04-03 16:28:12,958 - mmdet - INFO - Epoch [20][2200/7330] lr: 4.612e-06, eta: 2 days, 3:25:27, time: 1.530, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1582, s0.acc: 94.4102, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2178, s1.loss_cls: 0.0769, s1.acc: 94.4592, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1089, s2.loss_cls: 0.0380, s2.acc: 94.3547, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0513, loss: 1.0727 2024-04-03 16:29:27,414 - mmdet - INFO - Epoch [20][2250/7330] lr: 4.612e-06, eta: 2 days, 3:24:10, time: 1.489, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1598, s0.acc: 94.4041, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2221, s1.loss_cls: 0.0758, s1.acc: 94.5093, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1107, s2.loss_cls: 0.0382, s2.acc: 94.3609, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0523, loss: 1.0884 2024-04-03 16:30:42,009 - mmdet - INFO - Epoch [20][2300/7330] lr: 4.612e-06, eta: 2 days, 3:22:53, time: 1.492, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1517, s0.acc: 94.5818, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2189, s1.loss_cls: 0.0724, s1.acc: 94.7054, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1085, s2.loss_cls: 0.0363, s2.acc: 94.6655, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0511, loss: 1.0455 2024-04-03 16:31:55,964 - mmdet - INFO - Epoch [20][2350/7330] lr: 4.612e-06, eta: 2 days, 3:21:36, time: 1.479, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1532, s0.acc: 94.6294, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2203, s1.loss_cls: 0.0740, s1.acc: 94.7455, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1091, s2.loss_cls: 0.0376, s2.acc: 94.4569, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0515, loss: 1.0673 2024-04-03 16:33:11,186 - mmdet - INFO - Epoch [20][2400/7330] lr: 4.612e-06, eta: 2 days, 3:20:20, time: 1.504, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1523, s0.acc: 94.6609, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2260, s1.loss_cls: 0.0725, s1.acc: 94.8202, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1124, s2.loss_cls: 0.0360, s2.acc: 94.6535, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0530, loss: 1.0725 2024-04-03 16:34:27,349 - mmdet - INFO - Epoch [20][2450/7330] lr: 4.612e-06, eta: 2 days, 3:19:05, time: 1.523, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1595, s0.acc: 94.3630, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2209, s1.loss_cls: 0.0763, s1.acc: 94.4656, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1091, s2.loss_cls: 0.0385, s2.acc: 94.1740, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0515, loss: 1.0833 2024-04-03 16:35:41,460 - mmdet - INFO - Epoch [20][2500/7330] lr: 4.612e-06, eta: 2 days, 3:17:48, time: 1.482, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1605, s0.acc: 94.3418, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2242, s1.loss_cls: 0.0763, s1.acc: 94.4132, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1105, s2.loss_cls: 0.0382, s2.acc: 94.2530, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0521, loss: 1.0970 2024-04-03 16:36:58,667 - mmdet - INFO - Epoch [20][2550/7330] lr: 4.612e-06, eta: 2 days, 3:16:34, time: 1.544, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1422, s0.acc: 95.0710, s0.loss_bbox: 0.2042, s0.loss_mask: 0.2182, s1.loss_cls: 0.0673, s1.acc: 95.2866, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1080, s2.loss_cls: 0.0342, s2.acc: 95.0486, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0508, loss: 1.0086 2024-04-03 16:38:12,271 - mmdet - INFO - Epoch [20][2600/7330] lr: 4.612e-06, eta: 2 days, 3:15:17, time: 1.472, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1566, s0.acc: 94.3762, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2244, s1.loss_cls: 0.0764, s1.acc: 94.4378, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1114, s2.loss_cls: 0.0389, s2.acc: 94.0607, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0526, loss: 1.0875 2024-04-03 16:39:28,416 - mmdet - INFO - Epoch [20][2650/7330] lr: 4.612e-06, eta: 2 days, 3:14:02, time: 1.523, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1570, s0.acc: 94.5557, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2235, s1.loss_cls: 0.0741, s1.acc: 94.6730, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1110, s2.loss_cls: 0.0370, s2.acc: 94.4931, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0526, loss: 1.0641 2024-04-03 16:40:43,273 - mmdet - INFO - Epoch [20][2700/7330] lr: 4.612e-06, eta: 2 days, 3:12:45, time: 1.497, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1690, s0.acc: 94.1453, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2184, s1.loss_cls: 0.0802, s1.acc: 94.2443, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1090, s2.loss_cls: 0.0400, s2.acc: 94.1456, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0515, loss: 1.1071 2024-04-03 16:42:01,298 - mmdet - INFO - Epoch [20][2750/7330] lr: 4.612e-06, eta: 2 days, 3:11:32, time: 1.560, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1547, s0.acc: 94.5352, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2231, s1.loss_cls: 0.0752, s1.acc: 94.5955, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1110, s2.loss_cls: 0.0375, s2.acc: 94.4731, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0527, loss: 1.0768 2024-04-03 16:43:16,326 - mmdet - INFO - Epoch [20][2800/7330] lr: 4.612e-06, eta: 2 days, 3:10:16, time: 1.501, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1572, s0.acc: 94.4609, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2248, s1.loss_cls: 0.0762, s1.acc: 94.5075, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1103, s2.loss_cls: 0.0375, s2.acc: 94.3769, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0518, loss: 1.0831 2024-04-03 16:44:32,976 - mmdet - INFO - Epoch [20][2850/7330] lr: 4.612e-06, eta: 2 days, 3:09:01, time: 1.533, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1489, s0.acc: 94.7390, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2193, s1.loss_cls: 0.0710, s1.acc: 94.8238, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1089, s2.loss_cls: 0.0351, s2.acc: 94.7512, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0514, loss: 1.0506 2024-04-03 16:45:52,770 - mmdet - INFO - Epoch [20][2900/7330] lr: 4.612e-06, eta: 2 days, 3:07:49, time: 1.596, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1494, s0.acc: 94.7578, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2207, s1.loss_cls: 0.0711, s1.acc: 94.8963, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1095, s2.loss_cls: 0.0356, s2.acc: 94.7485, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0513, loss: 1.0431 2024-04-03 16:47:05,978 - mmdet - INFO - Epoch [20][2950/7330] lr: 4.612e-06, eta: 2 days, 3:06:31, time: 1.464, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1523, s0.acc: 94.6545, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2204, s1.loss_cls: 0.0729, s1.acc: 94.8063, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1093, s2.loss_cls: 0.0365, s2.acc: 94.5746, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0517, loss: 1.0527 2024-04-03 16:48:20,630 - mmdet - INFO - Epoch [20][3000/7330] lr: 4.612e-06, eta: 2 days, 3:05:15, time: 1.493, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1551, s0.acc: 94.5842, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2268, s1.loss_cls: 0.0742, s1.acc: 94.6937, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1123, s2.loss_cls: 0.0376, s2.acc: 94.5173, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0529, loss: 1.0861 2024-04-03 16:49:38,377 - mmdet - INFO - Epoch [20][3050/7330] lr: 4.612e-06, eta: 2 days, 3:04:01, time: 1.555, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1611, s0.acc: 94.3889, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2228, s1.loss_cls: 0.0771, s1.acc: 94.5513, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1102, s2.loss_cls: 0.0385, s2.acc: 94.2796, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0521, loss: 1.0937 2024-04-03 16:50:51,099 - mmdet - INFO - Epoch [20][3100/7330] lr: 4.612e-06, eta: 2 days, 3:02:43, time: 1.454, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1428, s0.acc: 94.8525, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2213, s1.loss_cls: 0.0684, s1.acc: 94.9252, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1102, s2.loss_cls: 0.0346, s2.acc: 94.7649, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0522, loss: 1.0351 2024-04-03 16:52:02,002 - mmdet - INFO - Epoch [20][3150/7330] lr: 4.612e-06, eta: 2 days, 3:01:23, time: 1.418, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1561, s0.acc: 94.5723, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2226, s1.loss_cls: 0.0735, s1.acc: 94.7342, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1119, s2.loss_cls: 0.0366, s2.acc: 94.6085, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0531, loss: 1.0847 2024-04-03 16:53:20,189 - mmdet - INFO - Epoch [20][3200/7330] lr: 4.612e-06, eta: 2 days, 3:00:10, time: 1.564, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1545, s0.acc: 94.6021, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2213, s1.loss_cls: 0.0728, s1.acc: 94.7709, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1108, s2.loss_cls: 0.0364, s2.acc: 94.5530, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0523, loss: 1.0666 2024-04-03 16:54:35,122 - mmdet - INFO - Epoch [20][3250/7330] lr: 4.612e-06, eta: 2 days, 2:58:54, time: 1.499, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1516, s0.acc: 94.6614, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2222, s1.loss_cls: 0.0722, s1.acc: 94.7898, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1098, s2.loss_cls: 0.0365, s2.acc: 94.6273, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0520, loss: 1.0574 2024-04-03 16:55:49,955 - mmdet - INFO - Epoch [20][3300/7330] lr: 4.612e-06, eta: 2 days, 2:57:37, time: 1.497, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1556, s0.acc: 94.6553, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2210, s1.loss_cls: 0.0735, s1.acc: 94.7963, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1097, s2.loss_cls: 0.0370, s2.acc: 94.6595, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0518, loss: 1.0648 2024-04-03 16:57:06,187 - mmdet - INFO - Epoch [20][3350/7330] lr: 4.612e-06, eta: 2 days, 2:56:22, time: 1.525, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1517, s0.acc: 94.7021, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2229, s1.loss_cls: 0.0717, s1.acc: 94.8628, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1105, s2.loss_cls: 0.0358, s2.acc: 94.7630, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0525, loss: 1.0553 2024-04-03 16:58:19,694 - mmdet - INFO - Epoch [20][3400/7330] lr: 4.612e-06, eta: 2 days, 2:55:05, time: 1.470, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1447, s0.acc: 94.9387, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2188, s1.loss_cls: 0.0693, s1.acc: 95.0646, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1074, s2.loss_cls: 0.0348, s2.acc: 94.9271, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0510, loss: 1.0177 2024-04-03 16:59:37,619 - mmdet - INFO - Epoch [20][3450/7330] lr: 4.612e-06, eta: 2 days, 2:53:51, time: 1.559, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1528, s0.acc: 94.6450, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2215, s1.loss_cls: 0.0733, s1.acc: 94.7038, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1099, s2.loss_cls: 0.0368, s2.acc: 94.5604, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0520, loss: 1.0566 2024-04-03 17:00:51,351 - mmdet - INFO - Epoch [20][3500/7330] lr: 4.612e-06, eta: 2 days, 2:52:34, time: 1.475, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1410, s0.acc: 95.1650, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2236, s1.loss_cls: 0.0673, s1.acc: 95.2944, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1113, s2.loss_cls: 0.0333, s2.acc: 95.1504, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0522, loss: 1.0223 2024-04-03 17:02:05,762 - mmdet - INFO - Epoch [20][3550/7330] lr: 4.612e-06, eta: 2 days, 2:51:17, time: 1.488, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1566, s0.acc: 94.5762, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2209, s1.loss_cls: 0.0737, s1.acc: 94.7574, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1090, s2.loss_cls: 0.0365, s2.acc: 94.6435, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0514, loss: 1.0668 2024-04-03 17:03:21,352 - mmdet - INFO - Epoch [20][3600/7330] lr: 4.612e-06, eta: 2 days, 2:50:02, time: 1.512, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1599, s0.acc: 94.4148, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2218, s1.loss_cls: 0.0757, s1.acc: 94.5462, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1099, s2.loss_cls: 0.0374, s2.acc: 94.4414, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0519, loss: 1.0801 2024-04-03 17:04:37,579 - mmdet - INFO - Epoch [20][3650/7330] lr: 4.612e-06, eta: 2 days, 2:48:47, time: 1.525, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1537, s0.acc: 94.6272, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2218, s1.loss_cls: 0.0733, s1.acc: 94.8035, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1096, s2.loss_cls: 0.0366, s2.acc: 94.6461, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0519, loss: 1.0616 2024-04-03 17:05:55,062 - mmdet - INFO - Epoch [20][3700/7330] lr: 4.612e-06, eta: 2 days, 2:47:33, time: 1.550, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1584, s0.acc: 94.5571, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2206, s1.loss_cls: 0.0745, s1.acc: 94.7028, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1091, s2.loss_cls: 0.0374, s2.acc: 94.5168, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0516, loss: 1.0741 2024-04-03 17:07:07,833 - mmdet - INFO - Epoch [20][3750/7330] lr: 4.612e-06, eta: 2 days, 2:46:15, time: 1.455, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1560, s0.acc: 94.5930, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2246, s1.loss_cls: 0.0745, s1.acc: 94.7204, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1115, s2.loss_cls: 0.0376, s2.acc: 94.5476, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0527, loss: 1.0830 2024-04-03 17:08:21,889 - mmdet - INFO - Epoch [20][3800/7330] lr: 4.612e-06, eta: 2 days, 2:44:58, time: 1.481, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1570, s0.acc: 94.5825, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2224, s1.loss_cls: 0.0757, s1.acc: 94.5652, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1098, s2.loss_cls: 0.0376, s2.acc: 94.4337, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0517, loss: 1.0658 2024-04-03 17:09:37,504 - mmdet - INFO - Epoch [20][3850/7330] lr: 4.612e-06, eta: 2 days, 2:43:42, time: 1.512, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1514, s0.acc: 94.7646, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2218, s1.loss_cls: 0.0717, s1.acc: 94.9341, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1091, s2.loss_cls: 0.0358, s2.acc: 94.8203, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0513, loss: 1.0570 2024-04-03 17:10:51,004 - mmdet - INFO - Epoch [20][3900/7330] lr: 4.612e-06, eta: 2 days, 2:42:25, time: 1.470, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1542, s0.acc: 94.5667, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2246, s1.loss_cls: 0.0736, s1.acc: 94.6414, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1106, s2.loss_cls: 0.0369, s2.acc: 94.5741, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0518, loss: 1.0648 2024-04-03 17:12:07,585 - mmdet - INFO - Epoch [20][3950/7330] lr: 4.612e-06, eta: 2 days, 2:41:10, time: 1.532, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1466, s0.acc: 94.8066, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2216, s1.loss_cls: 0.0695, s1.acc: 94.9644, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1101, s2.loss_cls: 0.0351, s2.acc: 94.7129, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0519, loss: 1.0369 2024-04-03 17:13:22,926 - mmdet - INFO - Epoch [20][4000/7330] lr: 4.612e-06, eta: 2 days, 2:39:54, time: 1.507, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1498, s0.acc: 94.7126, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2234, s1.loss_cls: 0.0718, s1.acc: 94.8706, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1109, s2.loss_cls: 0.0358, s2.acc: 94.7120, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0525, loss: 1.0531 2024-04-03 17:14:37,548 - mmdet - INFO - Epoch [20][4050/7330] lr: 4.612e-06, eta: 2 days, 2:38:37, time: 1.492, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1523, s0.acc: 94.6570, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2206, s1.loss_cls: 0.0725, s1.acc: 94.8361, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1097, s2.loss_cls: 0.0361, s2.acc: 94.6983, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0520, loss: 1.0603 2024-04-03 17:15:54,090 - mmdet - INFO - Epoch [20][4100/7330] lr: 4.612e-06, eta: 2 days, 2:37:23, time: 1.531, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1565, s0.acc: 94.5508, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2221, s1.loss_cls: 0.0741, s1.acc: 94.7489, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1110, s2.loss_cls: 0.0374, s2.acc: 94.5448, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0523, loss: 1.0801 2024-04-03 17:17:15,095 - mmdet - INFO - Epoch [20][4150/7330] lr: 4.612e-06, eta: 2 days, 2:36:12, time: 1.620, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1600, s0.acc: 94.4033, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2240, s1.loss_cls: 0.0768, s1.acc: 94.5617, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1112, s2.loss_cls: 0.0378, s2.acc: 94.4201, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0525, loss: 1.0837 2024-04-03 17:18:32,064 - mmdet - INFO - Epoch [20][4200/7330] lr: 4.612e-06, eta: 2 days, 2:34:57, time: 1.539, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1656, s0.acc: 94.2651, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2216, s1.loss_cls: 0.0802, s1.acc: 94.3823, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1103, s2.loss_cls: 0.0397, s2.acc: 94.2968, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0524, loss: 1.0952 2024-04-03 17:19:47,055 - mmdet - INFO - Epoch [20][4250/7330] lr: 4.612e-06, eta: 2 days, 2:33:41, time: 1.500, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1484, s0.acc: 94.7642, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2187, s1.loss_cls: 0.0702, s1.acc: 95.0101, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1082, s2.loss_cls: 0.0351, s2.acc: 94.8401, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0512, loss: 1.0413 2024-04-03 17:20:59,346 - mmdet - INFO - Epoch [20][4300/7330] lr: 4.612e-06, eta: 2 days, 2:32:23, time: 1.446, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1551, s0.acc: 94.5337, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2257, s1.loss_cls: 0.0742, s1.acc: 94.6637, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1118, s2.loss_cls: 0.0376, s2.acc: 94.3863, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0527, loss: 1.0799 2024-04-03 17:22:15,990 - mmdet - INFO - Epoch [20][4350/7330] lr: 4.612e-06, eta: 2 days, 2:31:08, time: 1.532, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1491, s0.acc: 94.6982, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2277, s1.loss_cls: 0.0714, s1.acc: 94.8538, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1128, s2.loss_cls: 0.0354, s2.acc: 94.7450, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0533, loss: 1.0540 2024-04-03 17:23:30,013 - mmdet - INFO - Epoch [20][4400/7330] lr: 4.612e-06, eta: 2 days, 2:29:51, time: 1.481, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1643, s0.acc: 94.2053, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2279, s1.loss_cls: 0.0777, s1.acc: 94.3837, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1126, s2.loss_cls: 0.0388, s2.acc: 94.1588, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0527, loss: 1.1230 2024-04-03 17:24:45,544 - mmdet - INFO - Epoch [20][4450/7330] lr: 4.612e-06, eta: 2 days, 2:28:35, time: 1.511, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1520, s0.acc: 94.5747, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2247, s1.loss_cls: 0.0734, s1.acc: 94.6756, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1114, s2.loss_cls: 0.0373, s2.acc: 94.4819, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0521, loss: 1.0737 2024-04-03 17:26:01,220 - mmdet - INFO - Epoch [20][4500/7330] lr: 4.612e-06, eta: 2 days, 2:27:20, time: 1.513, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1414, s0.acc: 95.0464, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2160, s1.loss_cls: 0.0682, s1.acc: 95.1527, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1080, s2.loss_cls: 0.0342, s2.acc: 95.0130, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0511, loss: 1.0082 2024-04-03 17:27:17,080 - mmdet - INFO - Epoch [20][4550/7330] lr: 4.612e-06, eta: 2 days, 2:26:04, time: 1.517, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1572, s0.acc: 94.6011, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2200, s1.loss_cls: 0.0751, s1.acc: 94.6971, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1102, s2.loss_cls: 0.0373, s2.acc: 94.5975, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0522, loss: 1.0568 2024-04-03 17:28:32,839 - mmdet - INFO - Epoch [20][4600/7330] lr: 4.612e-06, eta: 2 days, 2:24:49, time: 1.515, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1499, s0.acc: 94.7402, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2162, s1.loss_cls: 0.0720, s1.acc: 94.8835, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1072, s2.loss_cls: 0.0360, s2.acc: 94.6414, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0503, loss: 1.0351 2024-04-03 17:29:44,817 - mmdet - INFO - Epoch [20][4650/7330] lr: 4.612e-06, eta: 2 days, 2:23:30, time: 1.440, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1607, s0.acc: 94.3557, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2235, s1.loss_cls: 0.0775, s1.acc: 94.4654, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1117, s2.loss_cls: 0.0391, s2.acc: 94.1892, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0522, loss: 1.0972 2024-04-03 17:31:02,442 - mmdet - INFO - Epoch [20][4700/7330] lr: 4.612e-06, eta: 2 days, 2:22:16, time: 1.552, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1552, s0.acc: 94.4783, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2336, s1.loss_cls: 0.0745, s1.acc: 94.5854, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1145, s2.loss_cls: 0.0375, s2.acc: 94.4964, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0536, loss: 1.1024 2024-04-03 17:32:17,680 - mmdet - INFO - Epoch [20][4750/7330] lr: 4.612e-06, eta: 2 days, 2:21:00, time: 1.505, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1506, s0.acc: 94.6743, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2202, s1.loss_cls: 0.0711, s1.acc: 94.8161, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1096, s2.loss_cls: 0.0357, s2.acc: 94.7720, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0519, loss: 1.0558 2024-04-03 17:33:34,899 - mmdet - INFO - Epoch [20][4800/7330] lr: 4.612e-06, eta: 2 days, 2:19:46, time: 1.544, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1505, s0.acc: 94.6147, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2218, s1.loss_cls: 0.0725, s1.acc: 94.7759, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1103, s2.loss_cls: 0.0362, s2.acc: 94.6379, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0520, loss: 1.0565 2024-04-03 17:34:52,759 - mmdet - INFO - Epoch [20][4850/7330] lr: 4.612e-06, eta: 2 days, 2:18:32, time: 1.557, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1444, s0.acc: 94.8474, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2215, s1.loss_cls: 0.0680, s1.acc: 94.9923, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1092, s2.loss_cls: 0.0341, s2.acc: 94.8552, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0513, loss: 1.0421 2024-04-03 17:36:10,205 - mmdet - INFO - Epoch [20][4900/7330] lr: 4.612e-06, eta: 2 days, 2:17:18, time: 1.549, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1473, s0.acc: 94.7944, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2216, s1.loss_cls: 0.0700, s1.acc: 95.0246, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1100, s2.loss_cls: 0.0353, s2.acc: 94.8488, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0519, loss: 1.0499 2024-04-03 17:37:24,816 - mmdet - INFO - Epoch [20][4950/7330] lr: 4.612e-06, eta: 2 days, 2:16:02, time: 1.492, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1541, s0.acc: 94.6406, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2205, s1.loss_cls: 0.0749, s1.acc: 94.6513, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1088, s2.loss_cls: 0.0375, s2.acc: 94.5334, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0512, loss: 1.0459 2024-04-03 17:38:40,385 - mmdet - INFO - Epoch [20][5000/7330] lr: 4.612e-06, eta: 2 days, 2:14:46, time: 1.512, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1552, s0.acc: 94.4927, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2244, s1.loss_cls: 0.0741, s1.acc: 94.6128, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1113, s2.loss_cls: 0.0368, s2.acc: 94.4790, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0525, loss: 1.0833 2024-04-03 17:39:57,955 - mmdet - INFO - Epoch [20][5050/7330] lr: 4.612e-06, eta: 2 days, 2:13:32, time: 1.551, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1568, s0.acc: 94.5588, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2205, s1.loss_cls: 0.0758, s1.acc: 94.6409, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1093, s2.loss_cls: 0.0382, s2.acc: 94.4761, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0513, loss: 1.0784 2024-04-03 17:41:08,660 - mmdet - INFO - Epoch [20][5100/7330] lr: 4.612e-06, eta: 2 days, 2:12:12, time: 1.414, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1483, s0.acc: 94.9043, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2237, s1.loss_cls: 0.0711, s1.acc: 94.9699, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1108, s2.loss_cls: 0.0355, s2.acc: 94.8436, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0523, loss: 1.0465 2024-04-03 17:42:26,092 - mmdet - INFO - Epoch [20][5150/7330] lr: 4.612e-06, eta: 2 days, 2:10:58, time: 1.549, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1548, s0.acc: 94.5181, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2245, s1.loss_cls: 0.0736, s1.acc: 94.6493, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1115, s2.loss_cls: 0.0374, s2.acc: 94.3216, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0528, loss: 1.0816 2024-04-03 17:43:47,174 - mmdet - INFO - Epoch [20][5200/7330] lr: 4.612e-06, eta: 2 days, 2:09:47, time: 1.622, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1554, s0.acc: 94.5049, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2204, s1.loss_cls: 0.0753, s1.acc: 94.5956, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1100, s2.loss_cls: 0.0377, s2.acc: 94.4176, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0523, loss: 1.0646 2024-04-03 17:45:04,028 - mmdet - INFO - Epoch [20][5250/7330] lr: 4.612e-06, eta: 2 days, 2:08:32, time: 1.537, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1585, s0.acc: 94.5044, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2243, s1.loss_cls: 0.0753, s1.acc: 94.5757, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1114, s2.loss_cls: 0.0372, s2.acc: 94.4810, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0523, loss: 1.0773 2024-04-03 17:46:20,338 - mmdet - INFO - Epoch [20][5300/7330] lr: 4.612e-06, eta: 2 days, 2:07:17, time: 1.526, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1618, s0.acc: 94.3870, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2264, s1.loss_cls: 0.0763, s1.acc: 94.5449, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1116, s2.loss_cls: 0.0378, s2.acc: 94.3489, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0522, loss: 1.0940 2024-04-03 17:47:34,120 - mmdet - INFO - Epoch [20][5350/7330] lr: 4.612e-06, eta: 2 days, 2:06:00, time: 1.476, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1584, s0.acc: 94.4192, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2204, s1.loss_cls: 0.0752, s1.acc: 94.5816, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1103, s2.loss_cls: 0.0374, s2.acc: 94.4891, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0521, loss: 1.0657 2024-04-03 17:48:47,985 - mmdet - INFO - Epoch [20][5400/7330] lr: 4.612e-06, eta: 2 days, 2:04:43, time: 1.477, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1545, s0.acc: 94.5408, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2170, s1.loss_cls: 0.0735, s1.acc: 94.6687, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1086, s2.loss_cls: 0.0375, s2.acc: 94.4641, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0518, loss: 1.0619 2024-04-03 17:50:02,803 - mmdet - INFO - Epoch [20][5450/7330] lr: 4.612e-06, eta: 2 days, 2:03:27, time: 1.496, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1543, s0.acc: 94.6172, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2242, s1.loss_cls: 0.0736, s1.acc: 94.7277, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1115, s2.loss_cls: 0.0371, s2.acc: 94.5367, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0526, loss: 1.0735 2024-04-03 17:51:20,602 - mmdet - INFO - Epoch [20][5500/7330] lr: 4.612e-06, eta: 2 days, 2:02:13, time: 1.556, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1529, s0.acc: 94.6030, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2246, s1.loss_cls: 0.0730, s1.acc: 94.6813, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1119, s2.loss_cls: 0.0368, s2.acc: 94.4951, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0527, loss: 1.0621 2024-04-03 17:52:36,668 - mmdet - INFO - Epoch [20][5550/7330] lr: 4.612e-06, eta: 2 days, 2:00:58, time: 1.521, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1617, s0.acc: 94.4028, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2191, s1.loss_cls: 0.0767, s1.acc: 94.4922, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1101, s2.loss_cls: 0.0379, s2.acc: 94.3419, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0518, loss: 1.0884 2024-04-03 17:53:51,689 - mmdet - INFO - Epoch [20][5600/7330] lr: 4.612e-06, eta: 2 days, 1:59:42, time: 1.501, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1455, s0.acc: 94.7620, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2190, s1.loss_cls: 0.0692, s1.acc: 94.8719, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1093, s2.loss_cls: 0.0356, s2.acc: 94.5663, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0517, loss: 1.0350 2024-04-03 17:55:09,429 - mmdet - INFO - Epoch [20][5650/7330] lr: 4.612e-06, eta: 2 days, 1:58:28, time: 1.555, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1616, s0.acc: 94.3547, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2229, s1.loss_cls: 0.0767, s1.acc: 94.4869, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1102, s2.loss_cls: 0.0383, s2.acc: 94.3914, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0518, loss: 1.0941 2024-04-03 17:56:24,665 - mmdet - INFO - Epoch [20][5700/7330] lr: 4.612e-06, eta: 2 days, 1:57:12, time: 1.505, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1612, s0.acc: 94.3948, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2281, s1.loss_cls: 0.0777, s1.acc: 94.4666, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1126, s2.loss_cls: 0.0390, s2.acc: 94.3219, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0528, loss: 1.0926 2024-04-03 17:57:39,180 - mmdet - INFO - Epoch [20][5750/7330] lr: 4.612e-06, eta: 2 days, 1:55:55, time: 1.490, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1491, s0.acc: 94.8157, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2141, s1.loss_cls: 0.0706, s1.acc: 94.9800, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1074, s2.loss_cls: 0.0357, s2.acc: 94.7366, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0512, loss: 1.0318 2024-04-03 17:58:54,452 - mmdet - INFO - Epoch [20][5800/7330] lr: 4.612e-06, eta: 2 days, 1:54:40, time: 1.505, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1583, s0.acc: 94.5554, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2210, s1.loss_cls: 0.0745, s1.acc: 94.7370, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1096, s2.loss_cls: 0.0370, s2.acc: 94.6598, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0512, loss: 1.0578 2024-04-03 18:00:09,886 - mmdet - INFO - Epoch [20][5850/7330] lr: 4.612e-06, eta: 2 days, 1:53:24, time: 1.509, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1576, s0.acc: 94.3743, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2280, s1.loss_cls: 0.0751, s1.acc: 94.6094, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1129, s2.loss_cls: 0.0375, s2.acc: 94.4487, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0531, loss: 1.0914 2024-04-03 18:01:24,607 - mmdet - INFO - Epoch [20][5900/7330] lr: 4.612e-06, eta: 2 days, 1:52:07, time: 1.494, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1596, s0.acc: 94.4150, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2337, s1.loss_cls: 0.0760, s1.acc: 94.5253, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1153, s2.loss_cls: 0.0378, s2.acc: 94.4811, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0544, loss: 1.1018 2024-04-03 18:02:41,122 - mmdet - INFO - Epoch [20][5950/7330] lr: 4.612e-06, eta: 2 days, 1:50:53, time: 1.530, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1546, s0.acc: 94.5198, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2235, s1.loss_cls: 0.0743, s1.acc: 94.6142, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1104, s2.loss_cls: 0.0372, s2.acc: 94.5010, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0518, loss: 1.0770 2024-04-03 18:03:56,497 - mmdet - INFO - Epoch [20][6000/7330] lr: 4.612e-06, eta: 2 days, 1:49:37, time: 1.507, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1534, s0.acc: 94.6216, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2228, s1.loss_cls: 0.0728, s1.acc: 94.8201, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1106, s2.loss_cls: 0.0366, s2.acc: 94.6720, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0522, loss: 1.0769 2024-04-03 18:05:12,674 - mmdet - INFO - Epoch [20][6050/7330] lr: 4.612e-06, eta: 2 days, 1:48:22, time: 1.524, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1502, s0.acc: 94.6902, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2218, s1.loss_cls: 0.0713, s1.acc: 94.8858, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1119, s2.loss_cls: 0.0359, s2.acc: 94.6581, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0529, loss: 1.0578 2024-04-03 18:06:27,585 - mmdet - INFO - Epoch [20][6100/7330] lr: 4.612e-06, eta: 2 days, 1:47:05, time: 1.498, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1527, s0.acc: 94.7258, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2168, s1.loss_cls: 0.0723, s1.acc: 94.8879, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1080, s2.loss_cls: 0.0361, s2.acc: 94.6942, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0513, loss: 1.0497 2024-04-03 18:07:43,473 - mmdet - INFO - Epoch [20][6150/7330] lr: 4.612e-06, eta: 2 days, 1:45:50, time: 1.518, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1602, s0.acc: 94.2842, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2245, s1.loss_cls: 0.0772, s1.acc: 94.3708, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1114, s2.loss_cls: 0.0394, s2.acc: 94.0680, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0530, loss: 1.0955 2024-04-03 18:09:01,374 - mmdet - INFO - Epoch [20][6200/7330] lr: 4.612e-06, eta: 2 days, 1:44:36, time: 1.558, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1587, s0.acc: 94.5898, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2190, s1.loss_cls: 0.0759, s1.acc: 94.7259, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1079, s2.loss_cls: 0.0384, s2.acc: 94.4851, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0507, loss: 1.0662 2024-04-03 18:10:18,705 - mmdet - INFO - Epoch [20][6250/7330] lr: 4.612e-06, eta: 2 days, 1:43:22, time: 1.547, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1508, s0.acc: 94.7290, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2211, s1.loss_cls: 0.0724, s1.acc: 94.8397, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1090, s2.loss_cls: 0.0366, s2.acc: 94.6265, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0512, loss: 1.0453 2024-04-03 18:11:31,999 - mmdet - INFO - Epoch [20][6300/7330] lr: 4.612e-06, eta: 2 days, 1:42:05, time: 1.466, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1620, s0.acc: 94.3750, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2226, s1.loss_cls: 0.0773, s1.acc: 94.5756, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1103, s2.loss_cls: 0.0382, s2.acc: 94.4103, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0518, loss: 1.0802 2024-04-03 18:12:49,976 - mmdet - INFO - Epoch [20][6350/7330] lr: 4.612e-06, eta: 2 days, 1:40:51, time: 1.560, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1564, s0.acc: 94.5688, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2235, s1.loss_cls: 0.0748, s1.acc: 94.6019, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1101, s2.loss_cls: 0.0377, s2.acc: 94.4128, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0520, loss: 1.0743 2024-04-03 18:14:04,603 - mmdet - INFO - Epoch [20][6400/7330] lr: 4.612e-06, eta: 2 days, 1:39:34, time: 1.492, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1474, s0.acc: 94.7937, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2216, s1.loss_cls: 0.0705, s1.acc: 94.9131, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1090, s2.loss_cls: 0.0355, s2.acc: 94.7582, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0519, loss: 1.0457 2024-04-03 18:15:19,077 - mmdet - INFO - Epoch [20][6450/7330] lr: 4.612e-06, eta: 2 days, 1:38:18, time: 1.489, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1569, s0.acc: 94.4482, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2311, s1.loss_cls: 0.0767, s1.acc: 94.3995, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1141, s2.loss_cls: 0.0376, s2.acc: 94.2959, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0532, loss: 1.0868 2024-04-03 18:16:37,139 - mmdet - INFO - Epoch [20][6500/7330] lr: 4.612e-06, eta: 2 days, 1:37:04, time: 1.562, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1505, s0.acc: 94.7090, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2269, s1.loss_cls: 0.0724, s1.acc: 94.7483, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1111, s2.loss_cls: 0.0358, s2.acc: 94.6116, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0523, loss: 1.0617 2024-04-03 18:17:50,316 - mmdet - INFO - Epoch [20][6550/7330] lr: 4.612e-06, eta: 2 days, 1:35:47, time: 1.464, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1515, s0.acc: 94.7312, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2214, s1.loss_cls: 0.0725, s1.acc: 94.8642, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1102, s2.loss_cls: 0.0366, s2.acc: 94.6911, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0524, loss: 1.0542 2024-04-03 18:19:09,042 - mmdet - INFO - Epoch [20][6600/7330] lr: 4.612e-06, eta: 2 days, 1:34:34, time: 1.575, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1592, s0.acc: 94.4248, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2290, s1.loss_cls: 0.0764, s1.acc: 94.4752, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1126, s2.loss_cls: 0.0380, s2.acc: 94.3203, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0532, loss: 1.0989 2024-04-03 18:20:27,039 - mmdet - INFO - Epoch [20][6650/7330] lr: 4.612e-06, eta: 2 days, 1:33:20, time: 1.560, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1638, s0.acc: 94.3589, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2239, s1.loss_cls: 0.0791, s1.acc: 94.4380, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1106, s2.loss_cls: 0.0395, s2.acc: 94.2706, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0516, loss: 1.0977 2024-04-03 18:21:42,108 - mmdet - INFO - Epoch [20][6700/7330] lr: 4.612e-06, eta: 2 days, 1:32:04, time: 1.501, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1557, s0.acc: 94.6013, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2241, s1.loss_cls: 0.0757, s1.acc: 94.6109, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1103, s2.loss_cls: 0.0380, s2.acc: 94.3987, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0522, loss: 1.0644 2024-04-03 18:22:59,183 - mmdet - INFO - Epoch [20][6750/7330] lr: 4.612e-06, eta: 2 days, 1:30:49, time: 1.541, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1524, s0.acc: 94.6599, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2265, s1.loss_cls: 0.0730, s1.acc: 94.7666, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1115, s2.loss_cls: 0.0370, s2.acc: 94.6120, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0524, loss: 1.0630 2024-04-03 18:24:13,668 - mmdet - INFO - Epoch [20][6800/7330] lr: 4.612e-06, eta: 2 days, 1:29:33, time: 1.490, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1521, s0.acc: 94.5874, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2212, s1.loss_cls: 0.0722, s1.acc: 94.7561, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1100, s2.loss_cls: 0.0363, s2.acc: 94.6342, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0518, loss: 1.0620 2024-04-03 18:25:28,908 - mmdet - INFO - Epoch [20][6850/7330] lr: 4.612e-06, eta: 2 days, 1:28:17, time: 1.505, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1470, s0.acc: 94.8459, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2165, s1.loss_cls: 0.0709, s1.acc: 94.8646, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1082, s2.loss_cls: 0.0355, s2.acc: 94.7306, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0514, loss: 1.0325 2024-04-03 18:26:46,953 - mmdet - INFO - Epoch [20][6900/7330] lr: 4.612e-06, eta: 2 days, 1:27:03, time: 1.561, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1530, s0.acc: 94.7939, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2222, s1.loss_cls: 0.0737, s1.acc: 94.9053, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1117, s2.loss_cls: 0.0369, s2.acc: 94.6938, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0525, loss: 1.0629 2024-04-03 18:28:01,560 - mmdet - INFO - Epoch [20][6950/7330] lr: 4.612e-06, eta: 2 days, 1:25:47, time: 1.492, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1554, s0.acc: 94.4756, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2197, s1.loss_cls: 0.0740, s1.acc: 94.6101, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1087, s2.loss_cls: 0.0369, s2.acc: 94.4510, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0514, loss: 1.0606 2024-04-03 18:29:17,505 - mmdet - INFO - Epoch [20][7000/7330] lr: 4.612e-06, eta: 2 days, 1:24:31, time: 1.519, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1605, s0.acc: 94.4062, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2243, s1.loss_cls: 0.0758, s1.acc: 94.5651, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1116, s2.loss_cls: 0.0383, s2.acc: 94.2952, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0525, loss: 1.0928 2024-04-03 18:30:32,884 - mmdet - INFO - Epoch [20][7050/7330] lr: 4.612e-06, eta: 2 days, 1:23:16, time: 1.508, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1623, s0.acc: 94.2744, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2282, s1.loss_cls: 0.0779, s1.acc: 94.4133, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1127, s2.loss_cls: 0.0394, s2.acc: 94.1537, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0528, loss: 1.1123 2024-04-03 18:31:47,748 - mmdet - INFO - Epoch [20][7100/7330] lr: 4.612e-06, eta: 2 days, 1:21:59, time: 1.497, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1623, s0.acc: 94.3582, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2236, s1.loss_cls: 0.0773, s1.acc: 94.4645, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1116, s2.loss_cls: 0.0384, s2.acc: 94.3693, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0530, loss: 1.0920 2024-04-03 18:33:02,870 - mmdet - INFO - Epoch [20][7150/7330] lr: 4.612e-06, eta: 2 days, 1:20:43, time: 1.502, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1505, s0.acc: 94.6960, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2220, s1.loss_cls: 0.0716, s1.acc: 94.7913, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1099, s2.loss_cls: 0.0359, s2.acc: 94.6278, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0520, loss: 1.0396 2024-04-03 18:34:17,882 - mmdet - INFO - Epoch [20][7200/7330] lr: 4.612e-06, eta: 2 days, 1:19:27, time: 1.501, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1574, s0.acc: 94.4209, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2233, s1.loss_cls: 0.0754, s1.acc: 94.5147, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1108, s2.loss_cls: 0.0382, s2.acc: 94.2070, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0522, loss: 1.0878 2024-04-03 18:35:36,560 - mmdet - INFO - Epoch [20][7250/7330] lr: 4.612e-06, eta: 2 days, 1:18:14, time: 1.574, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1584, s0.acc: 94.4082, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2262, s1.loss_cls: 0.0760, s1.acc: 94.4674, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1125, s2.loss_cls: 0.0382, s2.acc: 94.2953, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0531, loss: 1.0903 2024-04-03 18:36:51,367 - mmdet - INFO - Epoch [20][7300/7330] lr: 4.612e-06, eta: 2 days, 1:16:58, time: 1.496, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1453, s0.acc: 94.8911, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2182, s1.loss_cls: 0.0704, s1.acc: 94.9236, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1084, s2.loss_cls: 0.0358, s2.acc: 94.7165, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0511, loss: 1.0320 2024-04-03 18:37:34,713 - mmdet - INFO - Saving checkpoint at 20 epochs 2024-04-03 18:45:33,720 - mmdet - INFO - Evaluating bbox... 2024-04-03 18:46:19,798 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.506 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.695 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.551 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 ] = 0.547 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.643 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.643 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.643 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.461 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.681 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.790 2024-04-03 18:46:19,799 - mmdet - INFO - Evaluating segm... 2024-04-03 18:47:06,978 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.441 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.671 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.477 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.236 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 ] = 0.626 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.566 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.566 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.566 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.384 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.720 2024-04-03 18:47:07,613 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 18:47:07,615 - mmdet - INFO - Epoch(val) [20][1250] bbox_mAP: 0.5060, bbox_mAP_50: 0.6950, bbox_mAP_75: 0.5510, bbox_mAP_s: 0.3220, bbox_mAP_m: 0.5470, bbox_mAP_l: 0.6500, bbox_mAP_copypaste: 0.506 0.695 0.551 0.322 0.547 0.650, segm_mAP: 0.4410, segm_mAP_50: 0.6710, segm_mAP_75: 0.4770, segm_mAP_s: 0.2360, segm_mAP_m: 0.4770, segm_mAP_l: 0.6260, segm_mAP_copypaste: 0.441 0.671 0.477 0.236 0.477 0.626 2024-04-03 18:48:26,789 - mmdet - INFO - Epoch [21][50/7330] lr: 4.612e-06, eta: 2 days, 1:14:23, time: 1.583, data_time: 0.114, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1531, s0.acc: 94.5293, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2282, s1.loss_cls: 0.0728, s1.acc: 94.6813, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1130, s2.loss_cls: 0.0363, s2.acc: 94.5765, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0533, loss: 1.0867 2024-04-03 18:49:44,390 - mmdet - INFO - Epoch [21][100/7330] lr: 4.612e-06, eta: 2 days, 1:13:09, time: 1.552, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1464, s0.acc: 94.7327, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2257, s1.loss_cls: 0.0706, s1.acc: 94.8232, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1119, s2.loss_cls: 0.0358, s2.acc: 94.5399, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0527, loss: 1.0584 2024-04-03 18:51:03,970 - mmdet - INFO - Epoch [21][150/7330] lr: 4.612e-06, eta: 2 days, 1:11:57, time: 1.591, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1533, s0.acc: 94.6201, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2249, s1.loss_cls: 0.0732, s1.acc: 94.7423, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1118, s2.loss_cls: 0.0366, s2.acc: 94.6405, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0529, loss: 1.0752 2024-04-03 18:52:17,366 - mmdet - INFO - Epoch [21][200/7330] lr: 4.612e-06, eta: 2 days, 1:10:40, time: 1.468, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1550, s0.acc: 94.4512, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2236, s1.loss_cls: 0.0746, s1.acc: 94.5335, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1108, s2.loss_cls: 0.0375, s2.acc: 94.4005, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0524, loss: 1.0831 2024-04-03 18:53:36,113 - mmdet - INFO - Epoch [21][250/7330] lr: 4.612e-06, eta: 2 days, 1:09:26, time: 1.575, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1561, s0.acc: 94.5737, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2225, s1.loss_cls: 0.0736, s1.acc: 94.8103, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1097, s2.loss_cls: 0.0361, s2.acc: 94.7471, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0515, loss: 1.0734 2024-04-03 18:54:51,571 - mmdet - INFO - Epoch [21][300/7330] lr: 4.612e-06, eta: 2 days, 1:08:11, time: 1.509, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1528, s0.acc: 94.6248, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2207, s1.loss_cls: 0.0724, s1.acc: 94.7700, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1091, s2.loss_cls: 0.0363, s2.acc: 94.6692, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0512, loss: 1.0668 2024-04-03 18:56:09,723 - mmdet - INFO - Epoch [21][350/7330] lr: 4.612e-06, eta: 2 days, 1:06:57, time: 1.563, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1536, s0.acc: 94.5579, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2185, s1.loss_cls: 0.0731, s1.acc: 94.7462, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1067, s2.loss_cls: 0.0364, s2.acc: 94.6738, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0502, loss: 1.0432 2024-04-03 18:57:27,642 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 18:57:27,642 - mmdet - INFO - Epoch [21][400/7330] lr: 4.612e-06, eta: 2 days, 1:05:43, time: 1.558, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1671, s0.acc: 94.0955, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2256, s1.loss_cls: 0.0803, s1.acc: 94.2091, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1116, s2.loss_cls: 0.0399, s2.acc: 94.0921, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0527, loss: 1.1133 2024-04-03 18:58:43,339 - mmdet - INFO - Epoch [21][450/7330] lr: 4.612e-06, eta: 2 days, 1:04:28, time: 1.514, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1561, s0.acc: 94.4348, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2216, s1.loss_cls: 0.0746, s1.acc: 94.5480, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1101, s2.loss_cls: 0.0372, s2.acc: 94.3939, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0515, loss: 1.0675 2024-04-03 18:59:58,806 - mmdet - INFO - Epoch [21][500/7330] lr: 4.612e-06, eta: 2 days, 1:03:12, time: 1.509, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1372, s0.acc: 95.1260, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2159, s1.loss_cls: 0.0647, s1.acc: 95.2887, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1082, s2.loss_cls: 0.0329, s2.acc: 95.0733, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0512, loss: 1.0005 2024-04-03 19:01:16,136 - mmdet - INFO - Epoch [21][550/7330] lr: 4.612e-06, eta: 2 days, 1:01:58, time: 1.547, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1644, s0.acc: 94.2095, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2238, s1.loss_cls: 0.0785, s1.acc: 94.3937, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1118, s2.loss_cls: 0.0391, s2.acc: 94.2807, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0529, loss: 1.1090 2024-04-03 19:02:34,521 - mmdet - INFO - Epoch [21][600/7330] lr: 4.612e-06, eta: 2 days, 1:00:44, time: 1.568, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1578, s0.acc: 94.4165, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2254, s1.loss_cls: 0.0770, s1.acc: 94.4191, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1120, s2.loss_cls: 0.0384, s2.acc: 94.3624, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0529, loss: 1.0961 2024-04-03 19:03:51,661 - mmdet - INFO - Epoch [21][650/7330] lr: 4.612e-06, eta: 2 days, 0:59:30, time: 1.543, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1454, s0.acc: 94.7495, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2182, s1.loss_cls: 0.0692, s1.acc: 94.8749, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1091, s2.loss_cls: 0.0351, s2.acc: 94.6711, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0515, loss: 1.0345 2024-04-03 19:05:04,115 - mmdet - INFO - Epoch [21][700/7330] lr: 4.612e-06, eta: 2 days, 0:58:12, time: 1.449, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1455, s0.acc: 94.7891, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2125, s1.loss_cls: 0.0700, s1.acc: 94.9145, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1058, s2.loss_cls: 0.0355, s2.acc: 94.6738, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0503, loss: 1.0239 2024-04-03 19:06:18,716 - mmdet - INFO - Epoch [21][750/7330] lr: 4.612e-06, eta: 2 days, 0:56:56, time: 1.492, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1530, s0.acc: 94.6458, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2188, s1.loss_cls: 0.0730, s1.acc: 94.7103, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1083, s2.loss_cls: 0.0364, s2.acc: 94.5981, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0515, loss: 1.0535 2024-04-03 19:07:34,856 - mmdet - INFO - Epoch [21][800/7330] lr: 4.612e-06, eta: 2 days, 0:55:40, time: 1.523, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1400, s0.acc: 95.0012, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2151, s1.loss_cls: 0.0681, s1.acc: 95.0120, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1070, s2.loss_cls: 0.0342, s2.acc: 94.8325, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0507, loss: 1.0066 2024-04-03 19:08:51,050 - mmdet - INFO - Epoch [21][850/7330] lr: 4.612e-06, eta: 2 days, 0:54:25, time: 1.524, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1505, s0.acc: 94.7061, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2151, s1.loss_cls: 0.0725, s1.acc: 94.8473, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1074, s2.loss_cls: 0.0367, s2.acc: 94.5491, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0511, loss: 1.0388 2024-04-03 19:10:06,014 - mmdet - INFO - Epoch [21][900/7330] lr: 4.612e-06, eta: 2 days, 0:53:09, time: 1.499, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1510, s0.acc: 94.6675, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2276, s1.loss_cls: 0.0731, s1.acc: 94.7197, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1129, s2.loss_cls: 0.0369, s2.acc: 94.4902, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0530, loss: 1.0829 2024-04-03 19:11:20,362 - mmdet - INFO - Epoch [21][950/7330] lr: 4.612e-06, eta: 2 days, 0:51:52, time: 1.487, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1538, s0.acc: 94.5642, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2231, s1.loss_cls: 0.0720, s1.acc: 94.7932, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1118, s2.loss_cls: 0.0364, s2.acc: 94.5655, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0533, loss: 1.0772 2024-04-03 19:12:39,982 - mmdet - INFO - Epoch [21][1000/7330] lr: 4.612e-06, eta: 2 days, 0:50:40, time: 1.592, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1538, s0.acc: 94.6521, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2269, s1.loss_cls: 0.0722, s1.acc: 94.8623, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1124, s2.loss_cls: 0.0358, s2.acc: 94.7483, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0528, loss: 1.0703 2024-04-03 19:13:54,046 - mmdet - INFO - Epoch [21][1050/7330] lr: 4.612e-06, eta: 2 days, 0:49:23, time: 1.482, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1529, s0.acc: 94.6714, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2270, s1.loss_cls: 0.0716, s1.acc: 94.8460, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1120, s2.loss_cls: 0.0356, s2.acc: 94.7040, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0529, loss: 1.0601 2024-04-03 19:15:09,311 - mmdet - INFO - Epoch [21][1100/7330] lr: 4.612e-06, eta: 2 days, 0:48:07, time: 1.505, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1497, s0.acc: 94.7439, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2249, s1.loss_cls: 0.0710, s1.acc: 94.8726, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1104, s2.loss_cls: 0.0357, s2.acc: 94.7593, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0524, loss: 1.0582 2024-04-03 19:16:21,496 - mmdet - INFO - Epoch [21][1150/7330] lr: 4.612e-06, eta: 2 days, 0:46:49, time: 1.444, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1530, s0.acc: 94.6543, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2216, s1.loss_cls: 0.0721, s1.acc: 94.8335, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1102, s2.loss_cls: 0.0353, s2.acc: 94.7202, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0518, loss: 1.0612 2024-04-03 19:17:34,879 - mmdet - INFO - Epoch [21][1200/7330] lr: 4.612e-06, eta: 2 days, 0:45:32, time: 1.468, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1551, s0.acc: 94.5918, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2248, s1.loss_cls: 0.0723, s1.acc: 94.8682, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1126, s2.loss_cls: 0.0362, s2.acc: 94.6305, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0531, loss: 1.0788 2024-04-03 19:18:48,409 - mmdet - INFO - Epoch [21][1250/7330] lr: 4.612e-06, eta: 2 days, 0:44:14, time: 1.471, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1423, s0.acc: 94.9495, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2210, s1.loss_cls: 0.0685, s1.acc: 95.0068, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1092, s2.loss_cls: 0.0345, s2.acc: 94.8314, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0515, loss: 1.0200 2024-04-03 19:20:03,508 - mmdet - INFO - Epoch [21][1300/7330] lr: 4.612e-06, eta: 2 days, 0:42:58, time: 1.502, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1501, s0.acc: 94.7930, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2198, s1.loss_cls: 0.0713, s1.acc: 94.9303, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1093, s2.loss_cls: 0.0361, s2.acc: 94.6882, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0513, loss: 1.0399 2024-04-03 19:21:21,532 - mmdet - INFO - Epoch [21][1350/7330] lr: 4.612e-06, eta: 2 days, 0:41:45, time: 1.560, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1405, s0.acc: 95.0503, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2156, s1.loss_cls: 0.0669, s1.acc: 95.1493, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1070, s2.loss_cls: 0.0336, s2.acc: 94.9996, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0509, loss: 1.0102 2024-04-03 19:22:36,863 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 19:22:36,863 - mmdet - INFO - Epoch [21][1400/7330] lr: 4.612e-06, eta: 2 days, 0:40:29, time: 1.507, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1466, s0.acc: 94.8914, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2192, s1.loss_cls: 0.0699, s1.acc: 95.0404, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1078, s2.loss_cls: 0.0349, s2.acc: 94.9116, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0507, loss: 1.0334 2024-04-03 19:23:54,508 - mmdet - INFO - Epoch [21][1450/7330] lr: 4.612e-06, eta: 2 days, 0:39:15, time: 1.553, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1529, s0.acc: 94.6094, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2221, s1.loss_cls: 0.0728, s1.acc: 94.7474, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1105, s2.loss_cls: 0.0366, s2.acc: 94.5614, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0522, loss: 1.0697 2024-04-03 19:25:13,604 - mmdet - INFO - Epoch [21][1500/7330] lr: 4.612e-06, eta: 2 days, 0:38:02, time: 1.582, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1610, s0.acc: 94.3652, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2223, s1.loss_cls: 0.0775, s1.acc: 94.4171, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1094, s2.loss_cls: 0.0379, s2.acc: 94.3189, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0518, loss: 1.0867 2024-04-03 19:26:26,812 - mmdet - INFO - Epoch [21][1550/7330] lr: 4.612e-06, eta: 2 days, 0:36:44, time: 1.464, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1551, s0.acc: 94.5649, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2229, s1.loss_cls: 0.0731, s1.acc: 94.8034, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1106, s2.loss_cls: 0.0369, s2.acc: 94.5933, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0519, loss: 1.0710 2024-04-03 19:27:43,592 - mmdet - INFO - Epoch [21][1600/7330] lr: 4.612e-06, eta: 2 days, 0:35:30, time: 1.536, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1469, s0.acc: 94.8638, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2251, s1.loss_cls: 0.0700, s1.acc: 95.0467, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1117, s2.loss_cls: 0.0347, s2.acc: 94.9088, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0531, loss: 1.0521 2024-04-03 19:28:59,469 - mmdet - INFO - Epoch [21][1650/7330] lr: 4.612e-06, eta: 2 days, 0:34:14, time: 1.518, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1536, s0.acc: 94.6345, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2213, s1.loss_cls: 0.0740, s1.acc: 94.6865, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1096, s2.loss_cls: 0.0368, s2.acc: 94.5806, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0519, loss: 1.0562 2024-04-03 19:30:15,374 - mmdet - INFO - Epoch [21][1700/7330] lr: 4.612e-06, eta: 2 days, 0:32:59, time: 1.518, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1491, s0.acc: 94.7476, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2232, s1.loss_cls: 0.0703, s1.acc: 94.8907, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1108, s2.loss_cls: 0.0353, s2.acc: 94.7153, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0521, loss: 1.0462 2024-04-03 19:31:30,711 - mmdet - INFO - Epoch [21][1750/7330] lr: 4.612e-06, eta: 2 days, 0:31:43, time: 1.507, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1483, s0.acc: 94.7515, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2175, s1.loss_cls: 0.0704, s1.acc: 94.8977, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1088, s2.loss_cls: 0.0352, s2.acc: 94.6675, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0515, loss: 1.0388 2024-04-03 19:32:42,780 - mmdet - INFO - Epoch [21][1800/7330] lr: 4.612e-06, eta: 2 days, 0:30:25, time: 1.441, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1517, s0.acc: 94.6577, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2241, s1.loss_cls: 0.0722, s1.acc: 94.8079, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1130, s2.loss_cls: 0.0365, s2.acc: 94.6147, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0535, loss: 1.0552 2024-04-03 19:33:59,107 - mmdet - INFO - Epoch [21][1850/7330] lr: 4.612e-06, eta: 2 days, 0:29:10, time: 1.527, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1469, s0.acc: 94.8567, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2198, s1.loss_cls: 0.0700, s1.acc: 94.8836, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1101, s2.loss_cls: 0.0356, s2.acc: 94.6419, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0519, loss: 1.0408 2024-04-03 19:35:16,391 - mmdet - INFO - Epoch [21][1900/7330] lr: 4.612e-06, eta: 2 days, 0:27:55, time: 1.546, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1536, s0.acc: 94.6890, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2234, s1.loss_cls: 0.0728, s1.acc: 94.7865, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1103, s2.loss_cls: 0.0362, s2.acc: 94.6951, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0520, loss: 1.0602 2024-04-03 19:36:32,668 - mmdet - INFO - Epoch [21][1950/7330] lr: 4.612e-06, eta: 2 days, 0:26:40, time: 1.526, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1556, s0.acc: 94.5969, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2212, s1.loss_cls: 0.0753, s1.acc: 94.6508, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1104, s2.loss_cls: 0.0376, s2.acc: 94.5178, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0520, loss: 1.0677 2024-04-03 19:37:47,549 - mmdet - INFO - Epoch [21][2000/7330] lr: 4.612e-06, eta: 2 days, 0:25:24, time: 1.498, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1554, s0.acc: 94.5369, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2226, s1.loss_cls: 0.0724, s1.acc: 94.8032, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1094, s2.loss_cls: 0.0369, s2.acc: 94.5017, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0514, loss: 1.0613 2024-04-03 19:39:00,988 - mmdet - INFO - Epoch [21][2050/7330] lr: 4.612e-06, eta: 2 days, 0:24:07, time: 1.469, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1447, s0.acc: 94.8428, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2154, s1.loss_cls: 0.0695, s1.acc: 94.9135, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1069, s2.loss_cls: 0.0345, s2.acc: 94.8612, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0506, loss: 1.0261 2024-04-03 19:40:13,222 - mmdet - INFO - Epoch [21][2100/7330] lr: 4.612e-06, eta: 2 days, 0:22:49, time: 1.444, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1535, s0.acc: 94.5793, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2269, s1.loss_cls: 0.0743, s1.acc: 94.6566, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1133, s2.loss_cls: 0.0375, s2.acc: 94.4923, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0534, loss: 1.0777 2024-04-03 19:41:30,108 - mmdet - INFO - Epoch [21][2150/7330] lr: 4.612e-06, eta: 2 days, 0:21:34, time: 1.538, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1515, s0.acc: 94.6697, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2186, s1.loss_cls: 0.0724, s1.acc: 94.7608, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1088, s2.loss_cls: 0.0359, s2.acc: 94.5869, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0514, loss: 1.0492 2024-04-03 19:42:47,023 - mmdet - INFO - Epoch [21][2200/7330] lr: 4.612e-06, eta: 2 days, 0:20:19, time: 1.539, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1522, s0.acc: 94.5757, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2246, s1.loss_cls: 0.0720, s1.acc: 94.6544, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1110, s2.loss_cls: 0.0365, s2.acc: 94.5229, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0523, loss: 1.0797 2024-04-03 19:44:01,058 - mmdet - INFO - Epoch [21][2250/7330] lr: 4.612e-06, eta: 2 days, 0:19:03, time: 1.481, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1476, s0.acc: 94.8328, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2112, s1.loss_cls: 0.0703, s1.acc: 94.9765, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1063, s2.loss_cls: 0.0351, s2.acc: 94.8003, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0506, loss: 1.0169 2024-04-03 19:45:16,590 - mmdet - INFO - Epoch [21][2300/7330] lr: 4.612e-06, eta: 2 days, 0:17:47, time: 1.511, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1484, s0.acc: 94.8054, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2252, s1.loss_cls: 0.0700, s1.acc: 94.9906, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1115, s2.loss_cls: 0.0352, s2.acc: 94.8323, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0526, loss: 1.0495 2024-04-03 19:46:29,938 - mmdet - INFO - Epoch [21][2350/7330] lr: 4.612e-06, eta: 2 days, 0:16:30, time: 1.467, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1510, s0.acc: 94.6895, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2252, s1.loss_cls: 0.0724, s1.acc: 94.7681, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1118, s2.loss_cls: 0.0364, s2.acc: 94.6314, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0531, loss: 1.0680 2024-04-03 19:47:43,816 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 19:47:43,817 - mmdet - INFO - Epoch [21][2400/7330] lr: 4.612e-06, eta: 2 days, 0:15:13, time: 1.477, data_time: 0.064, memory: 29881, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1669, s0.acc: 94.1042, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2295, s1.loss_cls: 0.0795, s1.acc: 94.2262, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1135, s2.loss_cls: 0.0393, s2.acc: 94.1677, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0533, loss: 1.1255 2024-04-03 19:48:58,479 - mmdet - INFO - Epoch [21][2450/7330] lr: 4.612e-06, eta: 2 days, 0:13:56, time: 1.493, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1578, s0.acc: 94.5552, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2198, s1.loss_cls: 0.0752, s1.acc: 94.6705, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1092, s2.loss_cls: 0.0379, s2.acc: 94.4052, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0512, loss: 1.0679 2024-04-03 19:50:13,410 - mmdet - INFO - Epoch [21][2500/7330] lr: 4.612e-06, eta: 2 days, 0:12:40, time: 1.499, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1561, s0.acc: 94.5527, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2239, s1.loss_cls: 0.0747, s1.acc: 94.5957, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1104, s2.loss_cls: 0.0367, s2.acc: 94.6057, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0520, loss: 1.0812 2024-04-03 19:51:23,930 - mmdet - INFO - Epoch [21][2550/7330] lr: 4.612e-06, eta: 2 days, 0:11:21, time: 1.410, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1534, s0.acc: 94.5464, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2204, s1.loss_cls: 0.0727, s1.acc: 94.7715, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1092, s2.loss_cls: 0.0364, s2.acc: 94.6160, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0513, loss: 1.0715 2024-04-03 19:52:40,410 - mmdet - INFO - Epoch [21][2600/7330] lr: 4.612e-06, eta: 2 days, 0:10:06, time: 1.530, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1488, s0.acc: 94.7766, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2200, s1.loss_cls: 0.0708, s1.acc: 94.8784, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1089, s2.loss_cls: 0.0351, s2.acc: 94.8453, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0512, loss: 1.0471 2024-04-03 19:53:55,360 - mmdet - INFO - Epoch [21][2650/7330] lr: 4.612e-06, eta: 2 days, 0:08:50, time: 1.499, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1493, s0.acc: 94.6985, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2235, s1.loss_cls: 0.0702, s1.acc: 94.8835, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1108, s2.loss_cls: 0.0352, s2.acc: 94.7348, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0522, loss: 1.0573 2024-04-03 19:55:11,698 - mmdet - INFO - Epoch [21][2700/7330] lr: 4.612e-06, eta: 2 days, 0:07:35, time: 1.527, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1476, s0.acc: 94.7524, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2145, s1.loss_cls: 0.0695, s1.acc: 94.9411, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1073, s2.loss_cls: 0.0349, s2.acc: 94.7403, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0510, loss: 1.0335 2024-04-03 19:56:22,737 - mmdet - INFO - Epoch [21][2750/7330] lr: 4.612e-06, eta: 2 days, 0:06:15, time: 1.421, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1457, s0.acc: 94.8767, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2139, s1.loss_cls: 0.0697, s1.acc: 94.9808, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1064, s2.loss_cls: 0.0348, s2.acc: 94.8203, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0504, loss: 1.0262 2024-04-03 19:57:38,303 - mmdet - INFO - Epoch [21][2800/7330] lr: 4.612e-06, eta: 2 days, 0:05:00, time: 1.511, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1557, s0.acc: 94.4609, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2235, s1.loss_cls: 0.0745, s1.acc: 94.5477, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1116, s2.loss_cls: 0.0377, s2.acc: 94.3140, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0526, loss: 1.0726 2024-04-03 19:58:54,466 - mmdet - INFO - Epoch [21][2850/7330] lr: 4.612e-06, eta: 2 days, 0:03:45, time: 1.523, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1526, s0.acc: 94.5684, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2277, s1.loss_cls: 0.0721, s1.acc: 94.7019, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1131, s2.loss_cls: 0.0359, s2.acc: 94.6107, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0526, loss: 1.0730 2024-04-03 20:00:09,305 - mmdet - INFO - Epoch [21][2900/7330] lr: 4.612e-06, eta: 2 days, 0:02:28, time: 1.497, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1595, s0.acc: 94.5352, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2264, s1.loss_cls: 0.0761, s1.acc: 94.6323, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1126, s2.loss_cls: 0.0379, s2.acc: 94.4275, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0530, loss: 1.0800 2024-04-03 20:01:25,784 - mmdet - INFO - Epoch [21][2950/7330] lr: 4.612e-06, eta: 2 days, 0:01:14, time: 1.530, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1540, s0.acc: 94.6514, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2256, s1.loss_cls: 0.0729, s1.acc: 94.7801, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1114, s2.loss_cls: 0.0366, s2.acc: 94.6628, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0525, loss: 1.0642 2024-04-03 20:02:41,152 - mmdet - INFO - Epoch [21][3000/7330] lr: 4.612e-06, eta: 1 day, 23:59:58, time: 1.507, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1520, s0.acc: 94.6248, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2247, s1.loss_cls: 0.0720, s1.acc: 94.7656, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1112, s2.loss_cls: 0.0358, s2.acc: 94.6960, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0527, loss: 1.0754 2024-04-03 20:03:58,313 - mmdet - INFO - Epoch [21][3050/7330] lr: 4.612e-06, eta: 1 day, 23:58:43, time: 1.543, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1543, s0.acc: 94.6479, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2179, s1.loss_cls: 0.0734, s1.acc: 94.8643, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1093, s2.loss_cls: 0.0369, s2.acc: 94.6582, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0516, loss: 1.0636 2024-04-03 20:05:14,831 - mmdet - INFO - Epoch [21][3100/7330] lr: 4.612e-06, eta: 1 day, 23:57:28, time: 1.530, data_time: 0.044, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1480, s0.acc: 94.8088, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2227, s1.loss_cls: 0.0706, s1.acc: 94.8700, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1105, s2.loss_cls: 0.0357, s2.acc: 94.7372, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0522, loss: 1.0367 2024-04-03 20:06:31,770 - mmdet - INFO - Epoch [21][3150/7330] lr: 4.612e-06, eta: 1 day, 23:56:14, time: 1.539, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1579, s0.acc: 94.5149, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2237, s1.loss_cls: 0.0746, s1.acc: 94.7708, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1108, s2.loss_cls: 0.0383, s2.acc: 94.4036, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0525, loss: 1.0817 2024-04-03 20:07:47,181 - mmdet - INFO - Epoch [21][3200/7330] lr: 4.612e-06, eta: 1 day, 23:54:58, time: 1.508, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1465, s0.acc: 94.8462, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2204, s1.loss_cls: 0.0702, s1.acc: 95.0051, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1103, s2.loss_cls: 0.0354, s2.acc: 94.8004, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0525, loss: 1.0382 2024-04-03 20:09:06,162 - mmdet - INFO - Epoch [21][3250/7330] lr: 4.612e-06, eta: 1 day, 23:53:45, time: 1.580, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1551, s0.acc: 94.4727, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2164, s1.loss_cls: 0.0740, s1.acc: 94.6421, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1081, s2.loss_cls: 0.0370, s2.acc: 94.5582, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0512, loss: 1.0699 2024-04-03 20:10:22,772 - mmdet - INFO - Epoch [21][3300/7330] lr: 4.612e-06, eta: 1 day, 23:52:30, time: 1.532, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1516, s0.acc: 94.6440, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2255, s1.loss_cls: 0.0719, s1.acc: 94.8000, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1122, s2.loss_cls: 0.0357, s2.acc: 94.7495, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0533, loss: 1.0620 2024-04-03 20:11:39,082 - mmdet - INFO - Epoch [21][3350/7330] lr: 4.612e-06, eta: 1 day, 23:51:15, time: 1.526, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1541, s0.acc: 94.6951, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2246, s1.loss_cls: 0.0731, s1.acc: 94.8506, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1117, s2.loss_cls: 0.0367, s2.acc: 94.6448, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0529, loss: 1.0655 2024-04-03 20:12:54,523 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 20:12:54,523 - mmdet - INFO - Epoch [21][3400/7330] lr: 4.612e-06, eta: 1 day, 23:49:59, time: 1.509, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1535, s0.acc: 94.5940, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2197, s1.loss_cls: 0.0737, s1.acc: 94.7168, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1084, s2.loss_cls: 0.0372, s2.acc: 94.4184, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0516, loss: 1.0678 2024-04-03 20:14:12,948 - mmdet - INFO - Epoch [21][3450/7330] lr: 4.612e-06, eta: 1 day, 23:48:46, time: 1.568, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1562, s0.acc: 94.6038, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2226, s1.loss_cls: 0.0743, s1.acc: 94.8048, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1099, s2.loss_cls: 0.0370, s2.acc: 94.6200, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0523, loss: 1.0779 2024-04-03 20:15:29,137 - mmdet - INFO - Epoch [21][3500/7330] lr: 4.612e-06, eta: 1 day, 23:47:31, time: 1.524, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1450, s0.acc: 94.8789, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2191, s1.loss_cls: 0.0694, s1.acc: 95.0133, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1097, s2.loss_cls: 0.0348, s2.acc: 94.8910, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0520, loss: 1.0268 2024-04-03 20:16:47,679 - mmdet - INFO - Epoch [21][3550/7330] lr: 4.612e-06, eta: 1 day, 23:46:17, time: 1.571, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1580, s0.acc: 94.5105, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2220, s1.loss_cls: 0.0745, s1.acc: 94.7044, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1104, s2.loss_cls: 0.0371, s2.acc: 94.5730, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0523, loss: 1.0860 2024-04-03 20:18:04,156 - mmdet - INFO - Epoch [21][3600/7330] lr: 4.612e-06, eta: 1 day, 23:45:02, time: 1.530, data_time: 0.065, memory: 29881, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1648, s0.acc: 94.2109, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2228, s1.loss_cls: 0.0786, s1.acc: 94.3968, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1090, s2.loss_cls: 0.0383, s2.acc: 94.3999, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0514, loss: 1.1007 2024-04-03 20:19:23,053 - mmdet - INFO - Epoch [21][3650/7330] lr: 4.612e-06, eta: 1 day, 23:43:49, time: 1.578, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1493, s0.acc: 94.8274, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2163, s1.loss_cls: 0.0705, s1.acc: 95.0062, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1069, s2.loss_cls: 0.0354, s2.acc: 94.8909, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0508, loss: 1.0420 2024-04-03 20:20:37,311 - mmdet - INFO - Epoch [21][3700/7330] lr: 4.612e-06, eta: 1 day, 23:42:33, time: 1.485, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1601, s0.acc: 94.5063, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2248, s1.loss_cls: 0.0753, s1.acc: 94.6953, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1120, s2.loss_cls: 0.0380, s2.acc: 94.5543, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0532, loss: 1.0831 2024-04-03 20:21:53,202 - mmdet - INFO - Epoch [21][3750/7330] lr: 4.612e-06, eta: 1 day, 23:41:17, time: 1.518, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1588, s0.acc: 94.4958, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2231, s1.loss_cls: 0.0781, s1.acc: 94.5102, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1110, s2.loss_cls: 0.0391, s2.acc: 94.2925, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0526, loss: 1.0729 2024-04-03 20:23:10,654 - mmdet - INFO - Epoch [21][3800/7330] lr: 4.612e-06, eta: 1 day, 23:40:03, time: 1.549, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1489, s0.acc: 94.7942, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2198, s1.loss_cls: 0.0711, s1.acc: 94.9223, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1100, s2.loss_cls: 0.0361, s2.acc: 94.6357, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0520, loss: 1.0470 2024-04-03 20:24:28,901 - mmdet - INFO - Epoch [21][3850/7330] lr: 4.612e-06, eta: 1 day, 23:38:49, time: 1.565, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1504, s0.acc: 94.6570, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2264, s1.loss_cls: 0.0716, s1.acc: 94.8512, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1123, s2.loss_cls: 0.0359, s2.acc: 94.6620, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0529, loss: 1.0626 2024-04-03 20:25:45,029 - mmdet - INFO - Epoch [21][3900/7330] lr: 4.612e-06, eta: 1 day, 23:37:34, time: 1.523, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1608, s0.acc: 94.3389, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2250, s1.loss_cls: 0.0769, s1.acc: 94.5242, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1129, s2.loss_cls: 0.0385, s2.acc: 94.2249, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0537, loss: 1.1007 2024-04-03 20:27:00,355 - mmdet - INFO - Epoch [21][3950/7330] lr: 4.612e-06, eta: 1 day, 23:36:18, time: 1.507, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1660, s0.acc: 94.2820, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2288, s1.loss_cls: 0.0782, s1.acc: 94.4266, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1112, s2.loss_cls: 0.0381, s2.acc: 94.3937, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0524, loss: 1.1110 2024-04-03 20:28:16,623 - mmdet - INFO - Epoch [21][4000/7330] lr: 4.612e-06, eta: 1 day, 23:35:03, time: 1.525, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1590, s0.acc: 94.4531, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2181, s1.loss_cls: 0.0755, s1.acc: 94.5640, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1072, s2.loss_cls: 0.0384, s2.acc: 94.2977, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0507, loss: 1.0644 2024-04-03 20:29:31,515 - mmdet - INFO - Epoch [21][4050/7330] lr: 4.612e-06, eta: 1 day, 23:33:47, time: 1.498, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1569, s0.acc: 94.4207, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2217, s1.loss_cls: 0.0748, s1.acc: 94.5304, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1105, s2.loss_cls: 0.0378, s2.acc: 94.2902, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0523, loss: 1.0933 2024-04-03 20:30:45,988 - mmdet - INFO - Epoch [21][4100/7330] lr: 4.612e-06, eta: 1 day, 23:32:31, time: 1.489, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1467, s0.acc: 94.8042, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2180, s1.loss_cls: 0.0703, s1.acc: 94.8477, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1083, s2.loss_cls: 0.0357, s2.acc: 94.6494, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0516, loss: 1.0417 2024-04-03 20:32:01,430 - mmdet - INFO - Epoch [21][4150/7330] lr: 4.612e-06, eta: 1 day, 23:31:15, time: 1.509, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1537, s0.acc: 94.6533, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2225, s1.loss_cls: 0.0730, s1.acc: 94.7829, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1109, s2.loss_cls: 0.0367, s2.acc: 94.6017, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0527, loss: 1.0735 2024-04-03 20:33:18,411 - mmdet - INFO - Epoch [21][4200/7330] lr: 4.612e-06, eta: 1 day, 23:30:00, time: 1.540, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1503, s0.acc: 94.6404, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2151, s1.loss_cls: 0.0713, s1.acc: 94.7277, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1075, s2.loss_cls: 0.0357, s2.acc: 94.6074, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0507, loss: 1.0501 2024-04-03 20:34:34,616 - mmdet - INFO - Epoch [21][4250/7330] lr: 4.612e-06, eta: 1 day, 23:28:45, time: 1.524, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1499, s0.acc: 94.7161, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2231, s1.loss_cls: 0.0710, s1.acc: 94.8797, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1099, s2.loss_cls: 0.0354, s2.acc: 94.6969, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0520, loss: 1.0517 2024-04-03 20:35:50,067 - mmdet - INFO - Epoch [21][4300/7330] lr: 4.612e-06, eta: 1 day, 23:27:29, time: 1.509, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1629, s0.acc: 94.2432, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2262, s1.loss_cls: 0.0784, s1.acc: 94.3679, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1118, s2.loss_cls: 0.0392, s2.acc: 94.2288, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0531, loss: 1.1067 2024-04-03 20:37:04,482 - mmdet - INFO - Epoch [21][4350/7330] lr: 4.612e-06, eta: 1 day, 23:26:13, time: 1.489, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1476, s0.acc: 94.8977, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2159, s1.loss_cls: 0.0707, s1.acc: 95.0028, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1074, s2.loss_cls: 0.0356, s2.acc: 94.8922, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0512, loss: 1.0205 2024-04-03 20:38:23,339 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 20:38:23,339 - mmdet - INFO - Epoch [21][4400/7330] lr: 4.612e-06, eta: 1 day, 23:25:00, time: 1.577, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1566, s0.acc: 94.5239, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2249, s1.loss_cls: 0.0743, s1.acc: 94.6835, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1118, s2.loss_cls: 0.0375, s2.acc: 94.4363, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0530, loss: 1.0866 2024-04-03 20:39:37,757 - mmdet - INFO - Epoch [21][4450/7330] lr: 4.612e-06, eta: 1 day, 23:23:43, time: 1.488, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1494, s0.acc: 94.8552, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2238, s1.loss_cls: 0.0712, s1.acc: 94.9085, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1109, s2.loss_cls: 0.0354, s2.acc: 94.7736, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0523, loss: 1.0449 2024-04-03 20:40:53,167 - mmdet - INFO - Epoch [21][4500/7330] lr: 4.612e-06, eta: 1 day, 23:22:28, time: 1.508, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1552, s0.acc: 94.6108, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2195, s1.loss_cls: 0.0718, s1.acc: 94.8495, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1091, s2.loss_cls: 0.0359, s2.acc: 94.6858, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0519, loss: 1.0597 2024-04-03 20:42:10,564 - mmdet - INFO - Epoch [21][4550/7330] lr: 4.612e-06, eta: 1 day, 23:21:13, time: 1.548, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1471, s0.acc: 94.8657, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2194, s1.loss_cls: 0.0711, s1.acc: 94.9478, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1102, s2.loss_cls: 0.0361, s2.acc: 94.7706, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0522, loss: 1.0448 2024-04-03 20:43:30,142 - mmdet - INFO - Epoch [21][4600/7330] lr: 4.612e-06, eta: 1 day, 23:20:01, time: 1.592, data_time: 0.065, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1548, s0.acc: 94.5457, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2261, s1.loss_cls: 0.0744, s1.acc: 94.6705, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1106, s2.loss_cls: 0.0369, s2.acc: 94.5279, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0520, loss: 1.0776 2024-04-03 20:44:49,928 - mmdet - INFO - Epoch [21][4650/7330] lr: 4.612e-06, eta: 1 day, 23:18:48, time: 1.596, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1580, s0.acc: 94.4763, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2312, s1.loss_cls: 0.0747, s1.acc: 94.6826, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1145, s2.loss_cls: 0.0374, s2.acc: 94.5337, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0539, loss: 1.0982 2024-04-03 20:46:07,063 - mmdet - INFO - Epoch [21][4700/7330] lr: 4.612e-06, eta: 1 day, 23:17:34, time: 1.543, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1498, s0.acc: 94.7419, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2141, s1.loss_cls: 0.0713, s1.acc: 94.9144, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1073, s2.loss_cls: 0.0362, s2.acc: 94.6041, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0508, loss: 1.0405 2024-04-03 20:47:20,742 - mmdet - INFO - Epoch [21][4750/7330] lr: 4.612e-06, eta: 1 day, 23:16:17, time: 1.474, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1499, s0.acc: 94.7324, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2171, s1.loss_cls: 0.0714, s1.acc: 94.9306, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1079, s2.loss_cls: 0.0359, s2.acc: 94.7423, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0510, loss: 1.0394 2024-04-03 20:48:34,166 - mmdet - INFO - Epoch [21][4800/7330] lr: 4.612e-06, eta: 1 day, 23:14:59, time: 1.469, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1537, s0.acc: 94.5854, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2261, s1.loss_cls: 0.0737, s1.acc: 94.6910, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1114, s2.loss_cls: 0.0372, s2.acc: 94.5457, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0524, loss: 1.0730 2024-04-03 20:49:52,082 - mmdet - INFO - Epoch [21][4850/7330] lr: 4.612e-06, eta: 1 day, 23:13:45, time: 1.558, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1594, s0.acc: 94.3599, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2243, s1.loss_cls: 0.0772, s1.acc: 94.4141, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1122, s2.loss_cls: 0.0388, s2.acc: 94.2074, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0527, loss: 1.0990 2024-04-03 20:51:08,779 - mmdet - INFO - Epoch [21][4900/7330] lr: 4.612e-06, eta: 1 day, 23:12:31, time: 1.534, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1564, s0.acc: 94.4453, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2239, s1.loss_cls: 0.0737, s1.acc: 94.6566, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1116, s2.loss_cls: 0.0368, s2.acc: 94.5670, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0525, loss: 1.0868 2024-04-03 20:52:27,612 - mmdet - INFO - Epoch [21][4950/7330] lr: 4.612e-06, eta: 1 day, 23:11:17, time: 1.577, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1529, s0.acc: 94.6836, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2219, s1.loss_cls: 0.0722, s1.acc: 94.7996, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1105, s2.loss_cls: 0.0364, s2.acc: 94.6933, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0521, loss: 1.0687 2024-04-03 20:53:42,516 - mmdet - INFO - Epoch [21][5000/7330] lr: 4.612e-06, eta: 1 day, 23:10:01, time: 1.498, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1458, s0.acc: 94.8054, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2243, s1.loss_cls: 0.0700, s1.acc: 94.8795, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1120, s2.loss_cls: 0.0357, s2.acc: 94.6276, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0527, loss: 1.0487 2024-04-03 20:55:03,115 - mmdet - INFO - Epoch [21][5050/7330] lr: 4.612e-06, eta: 1 day, 23:08:49, time: 1.612, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1535, s0.acc: 94.6980, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2164, s1.loss_cls: 0.0728, s1.acc: 94.9218, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1079, s2.loss_cls: 0.0364, s2.acc: 94.7338, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0512, loss: 1.0513 2024-04-03 20:56:16,925 - mmdet - INFO - Epoch [21][5100/7330] lr: 4.612e-06, eta: 1 day, 23:07:32, time: 1.476, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1541, s0.acc: 94.5469, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2204, s1.loss_cls: 0.0741, s1.acc: 94.6567, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1104, s2.loss_cls: 0.0372, s2.acc: 94.5323, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0525, loss: 1.0740 2024-04-03 20:57:34,000 - mmdet - INFO - Epoch [21][5150/7330] lr: 4.612e-06, eta: 1 day, 23:06:18, time: 1.542, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1512, s0.acc: 94.6826, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2260, s1.loss_cls: 0.0716, s1.acc: 94.7844, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1123, s2.loss_cls: 0.0359, s2.acc: 94.5921, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0530, loss: 1.0732 2024-04-03 20:58:50,181 - mmdet - INFO - Epoch [21][5200/7330] lr: 4.612e-06, eta: 1 day, 23:05:03, time: 1.524, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1509, s0.acc: 94.6497, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2245, s1.loss_cls: 0.0730, s1.acc: 94.6984, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1120, s2.loss_cls: 0.0369, s2.acc: 94.5129, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0530, loss: 1.0656 2024-04-03 21:00:02,359 - mmdet - INFO - Epoch [21][5250/7330] lr: 4.612e-06, eta: 1 day, 23:03:44, time: 1.444, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1476, s0.acc: 94.8296, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2195, s1.loss_cls: 0.0701, s1.acc: 94.9118, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1090, s2.loss_cls: 0.0353, s2.acc: 94.7488, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0517, loss: 1.0356 2024-04-03 21:01:17,675 - mmdet - INFO - Epoch [21][5300/7330] lr: 4.612e-06, eta: 1 day, 23:02:29, time: 1.506, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1549, s0.acc: 94.5378, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2247, s1.loss_cls: 0.0748, s1.acc: 94.6132, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1104, s2.loss_cls: 0.0378, s2.acc: 94.5478, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0519, loss: 1.0787 2024-04-03 21:02:37,356 - mmdet - INFO - Epoch [21][5350/7330] lr: 4.612e-06, eta: 1 day, 23:01:16, time: 1.594, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1586, s0.acc: 94.3521, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2232, s1.loss_cls: 0.0762, s1.acc: 94.4822, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1107, s2.loss_cls: 0.0383, s2.acc: 94.2903, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0526, loss: 1.0891 2024-04-03 21:03:52,394 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 21:03:52,394 - mmdet - INFO - Epoch [21][5400/7330] lr: 4.612e-06, eta: 1 day, 23:00:00, time: 1.500, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1580, s0.acc: 94.5164, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2240, s1.loss_cls: 0.0748, s1.acc: 94.7037, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1123, s2.loss_cls: 0.0379, s2.acc: 94.4221, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0531, loss: 1.0775 2024-04-03 21:05:06,415 - mmdet - INFO - Epoch [21][5450/7330] lr: 4.612e-06, eta: 1 day, 22:58:43, time: 1.481, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1554, s0.acc: 94.5371, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2269, s1.loss_cls: 0.0745, s1.acc: 94.6590, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1109, s2.loss_cls: 0.0368, s2.acc: 94.5844, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0524, loss: 1.0695 2024-04-03 21:06:20,254 - mmdet - INFO - Epoch [21][5500/7330] lr: 4.612e-06, eta: 1 day, 22:57:26, time: 1.476, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1440, s0.acc: 95.0210, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2176, s1.loss_cls: 0.0675, s1.acc: 95.1975, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1082, s2.loss_cls: 0.0335, s2.acc: 95.1514, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0512, loss: 1.0204 2024-04-03 21:07:38,708 - mmdet - INFO - Epoch [21][5550/7330] lr: 4.612e-06, eta: 1 day, 22:56:13, time: 1.569, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1531, s0.acc: 94.5867, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2186, s1.loss_cls: 0.0720, s1.acc: 94.7537, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1099, s2.loss_cls: 0.0366, s2.acc: 94.5189, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0523, loss: 1.0607 2024-04-03 21:08:56,521 - mmdet - INFO - Epoch [21][5600/7330] lr: 4.612e-06, eta: 1 day, 22:54:59, time: 1.556, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1466, s0.acc: 94.8394, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2216, s1.loss_cls: 0.0687, s1.acc: 95.0546, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1085, s2.loss_cls: 0.0350, s2.acc: 94.8610, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0513, loss: 1.0362 2024-04-03 21:10:15,448 - mmdet - INFO - Epoch [21][5650/7330] lr: 4.612e-06, eta: 1 day, 22:53:45, time: 1.578, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1547, s0.acc: 94.5828, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2202, s1.loss_cls: 0.0724, s1.acc: 94.7931, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1101, s2.loss_cls: 0.0365, s2.acc: 94.6688, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0523, loss: 1.0662 2024-04-03 21:11:34,017 - mmdet - INFO - Epoch [21][5700/7330] lr: 4.612e-06, eta: 1 day, 22:52:32, time: 1.571, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1539, s0.acc: 94.5203, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2286, s1.loss_cls: 0.0723, s1.acc: 94.7274, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1126, s2.loss_cls: 0.0361, s2.acc: 94.6455, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0538, loss: 1.0845 2024-04-03 21:12:49,231 - mmdet - INFO - Epoch [21][5750/7330] lr: 4.612e-06, eta: 1 day, 22:51:16, time: 1.504, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1502, s0.acc: 94.7410, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2238, s1.loss_cls: 0.0710, s1.acc: 94.9718, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1107, s2.loss_cls: 0.0356, s2.acc: 94.8325, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0525, loss: 1.0521 2024-04-03 21:14:10,942 - mmdet - INFO - Epoch [21][5800/7330] lr: 4.612e-06, eta: 1 day, 22:50:05, time: 1.635, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1497, s0.acc: 94.6616, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2250, s1.loss_cls: 0.0715, s1.acc: 94.8206, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1116, s2.loss_cls: 0.0357, s2.acc: 94.7025, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0525, loss: 1.0596 2024-04-03 21:15:27,229 - mmdet - INFO - Epoch [21][5850/7330] lr: 4.612e-06, eta: 1 day, 22:48:50, time: 1.526, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1492, s0.acc: 94.6831, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2214, s1.loss_cls: 0.0707, s1.acc: 94.8133, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1109, s2.loss_cls: 0.0358, s2.acc: 94.5392, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0526, loss: 1.0514 2024-04-03 21:16:41,031 - mmdet - INFO - Epoch [21][5900/7330] lr: 4.612e-06, eta: 1 day, 22:47:33, time: 1.476, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1548, s0.acc: 94.4888, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2238, s1.loss_cls: 0.0740, s1.acc: 94.5476, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1115, s2.loss_cls: 0.0370, s2.acc: 94.4693, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0527, loss: 1.0725 2024-04-03 21:17:55,067 - mmdet - INFO - Epoch [21][5950/7330] lr: 4.612e-06, eta: 1 day, 22:46:16, time: 1.481, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1538, s0.acc: 94.7112, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2200, s1.loss_cls: 0.0739, s1.acc: 94.7535, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1110, s2.loss_cls: 0.0374, s2.acc: 94.4718, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0522, loss: 1.0592 2024-04-03 21:19:10,274 - mmdet - INFO - Epoch [21][6000/7330] lr: 4.612e-06, eta: 1 day, 22:45:00, time: 1.504, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1490, s0.acc: 94.7593, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2263, s1.loss_cls: 0.0717, s1.acc: 94.8438, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1127, s2.loss_cls: 0.0359, s2.acc: 94.6265, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0532, loss: 1.0599 2024-04-03 21:20:27,920 - mmdet - INFO - Epoch [21][6050/7330] lr: 4.612e-06, eta: 1 day, 22:43:46, time: 1.553, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1571, s0.acc: 94.4453, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2215, s1.loss_cls: 0.0748, s1.acc: 94.5528, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1101, s2.loss_cls: 0.0377, s2.acc: 94.3653, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0518, loss: 1.0700 2024-04-03 21:21:43,612 - mmdet - INFO - Epoch [21][6100/7330] lr: 4.612e-06, eta: 1 day, 22:42:30, time: 1.514, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1522, s0.acc: 94.6985, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2242, s1.loss_cls: 0.0711, s1.acc: 94.8001, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1123, s2.loss_cls: 0.0352, s2.acc: 94.7995, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0532, loss: 1.0609 2024-04-03 21:22:56,745 - mmdet - INFO - Epoch [21][6150/7330] lr: 4.612e-06, eta: 1 day, 22:41:13, time: 1.463, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1517, s0.acc: 94.6892, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2244, s1.loss_cls: 0.0714, s1.acc: 94.8528, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1121, s2.loss_cls: 0.0356, s2.acc: 94.6758, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0525, loss: 1.0647 2024-04-03 21:24:14,116 - mmdet - INFO - Epoch [21][6200/7330] lr: 4.612e-06, eta: 1 day, 22:39:59, time: 1.547, data_time: 0.065, memory: 29881, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1530, s0.acc: 94.5508, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2261, s1.loss_cls: 0.0723, s1.acc: 94.7121, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1129, s2.loss_cls: 0.0371, s2.acc: 94.4322, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0537, loss: 1.0891 2024-04-03 21:25:28,706 - mmdet - INFO - Epoch [21][6250/7330] lr: 4.612e-06, eta: 1 day, 22:38:42, time: 1.492, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1443, s0.acc: 94.9023, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2171, s1.loss_cls: 0.0698, s1.acc: 94.9517, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1084, s2.loss_cls: 0.0349, s2.acc: 94.8319, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0514, loss: 1.0257 2024-04-03 21:26:45,444 - mmdet - INFO - Epoch [21][6300/7330] lr: 4.612e-06, eta: 1 day, 22:37:27, time: 1.535, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1601, s0.acc: 94.2988, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2237, s1.loss_cls: 0.0761, s1.acc: 94.3933, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1115, s2.loss_cls: 0.0380, s2.acc: 94.2770, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0524, loss: 1.0928 2024-04-03 21:28:04,332 - mmdet - INFO - Epoch [21][6350/7330] lr: 4.612e-06, eta: 1 day, 22:36:14, time: 1.578, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1571, s0.acc: 94.5254, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2310, s1.loss_cls: 0.0752, s1.acc: 94.6707, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1141, s2.loss_cls: 0.0374, s2.acc: 94.5251, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0534, loss: 1.0887 2024-04-03 21:29:21,253 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 21:29:21,253 - mmdet - INFO - Epoch [21][6400/7330] lr: 4.612e-06, eta: 1 day, 22:35:00, time: 1.538, data_time: 0.064, memory: 29881, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1582, s0.acc: 94.4048, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2254, s1.loss_cls: 0.0751, s1.acc: 94.5737, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1115, s2.loss_cls: 0.0378, s2.acc: 94.3647, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0520, loss: 1.0971 2024-04-03 21:30:38,932 - mmdet - INFO - Epoch [21][6450/7330] lr: 4.612e-06, eta: 1 day, 22:33:45, time: 1.554, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1551, s0.acc: 94.4941, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2225, s1.loss_cls: 0.0737, s1.acc: 94.6033, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1097, s2.loss_cls: 0.0361, s2.acc: 94.5806, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0516, loss: 1.0645 2024-04-03 21:31:51,773 - mmdet - INFO - Epoch [21][6500/7330] lr: 4.612e-06, eta: 1 day, 22:32:28, time: 1.457, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1526, s0.acc: 94.6099, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2255, s1.loss_cls: 0.0719, s1.acc: 94.8340, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1119, s2.loss_cls: 0.0364, s2.acc: 94.6412, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0528, loss: 1.0669 2024-04-03 21:33:10,143 - mmdet - INFO - Epoch [21][6550/7330] lr: 4.612e-06, eta: 1 day, 22:31:14, time: 1.567, data_time: 0.045, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1457, s0.acc: 94.9600, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2187, s1.loss_cls: 0.0698, s1.acc: 95.0976, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1087, s2.loss_cls: 0.0345, s2.acc: 94.9991, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0516, loss: 1.0206 2024-04-03 21:34:27,843 - mmdet - INFO - Epoch [21][6600/7330] lr: 4.612e-06, eta: 1 day, 22:30:00, time: 1.554, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1459, s0.acc: 94.8445, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2228, s1.loss_cls: 0.0694, s1.acc: 95.0193, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1092, s2.loss_cls: 0.0349, s2.acc: 94.8044, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0516, loss: 1.0407 2024-04-03 21:35:46,733 - mmdet - INFO - Epoch [21][6650/7330] lr: 4.612e-06, eta: 1 day, 22:28:47, time: 1.578, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1578, s0.acc: 94.4207, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2281, s1.loss_cls: 0.0749, s1.acc: 94.5413, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1126, s2.loss_cls: 0.0368, s2.acc: 94.4739, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0530, loss: 1.0872 2024-04-03 21:37:03,867 - mmdet - INFO - Epoch [21][6700/7330] lr: 4.612e-06, eta: 1 day, 22:27:32, time: 1.543, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1616, s0.acc: 94.3777, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2252, s1.loss_cls: 0.0763, s1.acc: 94.5348, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1120, s2.loss_cls: 0.0385, s2.acc: 94.2787, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0528, loss: 1.1052 2024-04-03 21:38:22,584 - mmdet - INFO - Epoch [21][6750/7330] lr: 4.612e-06, eta: 1 day, 22:26:19, time: 1.574, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1530, s0.acc: 94.5422, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2240, s1.loss_cls: 0.0724, s1.acc: 94.6875, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1115, s2.loss_cls: 0.0363, s2.acc: 94.6363, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0529, loss: 1.0691 2024-04-03 21:39:38,964 - mmdet - INFO - Epoch [21][6800/7330] lr: 4.612e-06, eta: 1 day, 22:25:04, time: 1.528, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1581, s0.acc: 94.5349, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2169, s1.loss_cls: 0.0751, s1.acc: 94.6135, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1080, s2.loss_cls: 0.0374, s2.acc: 94.4855, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0513, loss: 1.0586 2024-04-03 21:40:59,868 - mmdet - INFO - Epoch [21][6850/7330] lr: 4.612e-06, eta: 1 day, 22:23:52, time: 1.618, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1530, s0.acc: 94.6067, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2209, s1.loss_cls: 0.0744, s1.acc: 94.6224, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1092, s2.loss_cls: 0.0373, s2.acc: 94.4310, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0516, loss: 1.0706 2024-04-03 21:42:16,224 - mmdet - INFO - Epoch [21][6900/7330] lr: 4.612e-06, eta: 1 day, 22:22:37, time: 1.527, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1597, s0.acc: 94.4377, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2229, s1.loss_cls: 0.0747, s1.acc: 94.7087, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1104, s2.loss_cls: 0.0372, s2.acc: 94.6111, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0522, loss: 1.0877 2024-04-03 21:43:29,820 - mmdet - INFO - Epoch [21][6950/7330] lr: 4.612e-06, eta: 1 day, 22:21:20, time: 1.472, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1520, s0.acc: 94.7336, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2241, s1.loss_cls: 0.0727, s1.acc: 94.8971, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1110, s2.loss_cls: 0.0363, s2.acc: 94.6921, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0524, loss: 1.0639 2024-04-03 21:44:45,882 - mmdet - INFO - Epoch [21][7000/7330] lr: 4.612e-06, eta: 1 day, 22:20:04, time: 1.521, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1565, s0.acc: 94.5295, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2264, s1.loss_cls: 0.0739, s1.acc: 94.7199, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1117, s2.loss_cls: 0.0370, s2.acc: 94.5857, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0526, loss: 1.0716 2024-04-03 21:46:02,908 - mmdet - INFO - Epoch [21][7050/7330] lr: 4.612e-06, eta: 1 day, 22:18:50, time: 1.541, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1610, s0.acc: 94.3770, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2214, s1.loss_cls: 0.0762, s1.acc: 94.5180, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1109, s2.loss_cls: 0.0379, s2.acc: 94.4177, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0523, loss: 1.0897 2024-04-03 21:47:18,075 - mmdet - INFO - Epoch [21][7100/7330] lr: 4.612e-06, eta: 1 day, 22:17:34, time: 1.503, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1557, s0.acc: 94.5552, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2247, s1.loss_cls: 0.0740, s1.acc: 94.6584, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1116, s2.loss_cls: 0.0373, s2.acc: 94.4518, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0531, loss: 1.0739 2024-04-03 21:48:31,584 - mmdet - INFO - Epoch [21][7150/7330] lr: 4.612e-06, eta: 1 day, 22:16:17, time: 1.471, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1544, s0.acc: 94.6353, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2268, s1.loss_cls: 0.0727, s1.acc: 94.8417, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1116, s2.loss_cls: 0.0362, s2.acc: 94.6167, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0526, loss: 1.0725 2024-04-03 21:49:44,550 - mmdet - INFO - Epoch [21][7200/7330] lr: 4.612e-06, eta: 1 day, 22:14:59, time: 1.459, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1463, s0.acc: 94.8918, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2238, s1.loss_cls: 0.0693, s1.acc: 95.0827, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1115, s2.loss_cls: 0.0349, s2.acc: 94.8739, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0528, loss: 1.0427 2024-04-03 21:51:02,006 - mmdet - INFO - Epoch [21][7250/7330] lr: 4.612e-06, eta: 1 day, 22:13:45, time: 1.549, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1480, s0.acc: 94.7417, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2210, s1.loss_cls: 0.0703, s1.acc: 94.7925, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1089, s2.loss_cls: 0.0350, s2.acc: 94.6660, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0516, loss: 1.0362 2024-04-03 21:52:13,032 - mmdet - INFO - Epoch [21][7300/7330] lr: 4.612e-06, eta: 1 day, 22:12:26, time: 1.421, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1456, s0.acc: 94.8931, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2163, s1.loss_cls: 0.0701, s1.acc: 94.9337, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1084, s2.loss_cls: 0.0350, s2.acc: 94.8606, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0513, loss: 1.0156 2024-04-03 21:52:56,122 - mmdet - INFO - Saving checkpoint at 21 epochs 2024-04-03 22:00:55,433 - mmdet - INFO - Evaluating bbox... 2024-04-03 22:01:41,627 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.502 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.690 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.546 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.320 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 ] = 0.632 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 ] = 0.465 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.681 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.777 2024-04-03 22:01:41,627 - mmdet - INFO - Evaluating segm... 2024-04-03 22:02:29,041 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.438 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.666 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.472 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.234 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 ] = 0.613 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.563 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.563 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.563 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.389 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.603 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.713 2024-04-03 22:02:29,680 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-03 22:02:29,682 - mmdet - INFO - Epoch(val) [21][1250] bbox_mAP: 0.5020, bbox_mAP_50: 0.6900, bbox_mAP_75: 0.5460, bbox_mAP_s: 0.3200, bbox_mAP_m: 0.5470, bbox_mAP_l: 0.6320, bbox_mAP_copypaste: 0.502 0.690 0.546 0.320 0.547 0.632, segm_mAP: 0.4380, segm_mAP_50: 0.6660, segm_mAP_75: 0.4720, segm_mAP_s: 0.2340, segm_mAP_m: 0.4760, segm_mAP_l: 0.6130, segm_mAP_copypaste: 0.438 0.666 0.472 0.234 0.476 0.613 2024-04-03 22:03:50,549 - mmdet - INFO - Epoch [22][50/7330] lr: 4.612e-06, eta: 1 day, 22:09:56, time: 1.617, data_time: 0.119, memory: 29881, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1581, s0.acc: 94.3794, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2235, s1.loss_cls: 0.0755, s1.acc: 94.5293, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1107, s2.loss_cls: 0.0373, s2.acc: 94.4540, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0522, loss: 1.0870 2024-04-03 22:05:08,595 - mmdet - INFO - Epoch [22][100/7330] lr: 4.612e-06, eta: 1 day, 22:08:42, time: 1.560, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1580, s0.acc: 94.4097, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2228, s1.loss_cls: 0.0732, s1.acc: 94.5875, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1101, s2.loss_cls: 0.0361, s2.acc: 94.5399, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0518, loss: 1.0737 2024-04-03 22:06:20,066 - mmdet - INFO - Epoch [22][150/7330] lr: 4.612e-06, eta: 1 day, 22:07:24, time: 1.430, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1435, s0.acc: 94.8291, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2189, s1.loss_cls: 0.0677, s1.acc: 95.0720, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1092, s2.loss_cls: 0.0341, s2.acc: 94.8245, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0515, loss: 1.0367 2024-04-03 22:07:35,900 - mmdet - INFO - Epoch [22][200/7330] lr: 4.612e-06, eta: 1 day, 22:06:08, time: 1.517, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1498, s0.acc: 94.7783, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2200, s1.loss_cls: 0.0703, s1.acc: 94.9848, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1103, s2.loss_cls: 0.0356, s2.acc: 94.7792, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0523, loss: 1.0607 2024-04-03 22:08:50,403 - mmdet - INFO - Epoch [22][250/7330] lr: 4.612e-06, eta: 1 day, 22:04:52, time: 1.490, data_time: 0.064, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1487, s0.acc: 94.8147, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2209, s1.loss_cls: 0.0693, s1.acc: 95.0602, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1100, s2.loss_cls: 0.0346, s2.acc: 94.8814, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0519, loss: 1.0389 2024-04-03 22:10:03,532 - mmdet - INFO - Epoch [22][300/7330] lr: 4.612e-06, eta: 1 day, 22:03:35, time: 1.463, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1479, s0.acc: 94.8008, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2238, s1.loss_cls: 0.0689, s1.acc: 94.9555, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1114, s2.loss_cls: 0.0346, s2.acc: 94.7980, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0525, loss: 1.0465 2024-04-03 22:11:17,419 - mmdet - INFO - Epoch [22][350/7330] lr: 4.612e-06, eta: 1 day, 22:02:18, time: 1.478, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1513, s0.acc: 94.6287, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2233, s1.loss_cls: 0.0714, s1.acc: 94.7476, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1115, s2.loss_cls: 0.0357, s2.acc: 94.6573, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0529, loss: 1.0547 2024-04-03 22:12:33,463 - mmdet - INFO - Epoch [22][400/7330] lr: 4.612e-06, eta: 1 day, 22:01:02, time: 1.521, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1523, s0.acc: 94.6450, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2204, s1.loss_cls: 0.0716, s1.acc: 94.8352, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1099, s2.loss_cls: 0.0353, s2.acc: 94.7486, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0520, loss: 1.0529 2024-04-03 22:13:52,307 - mmdet - INFO - Epoch [22][450/7330] lr: 4.612e-06, eta: 1 day, 21:59:49, time: 1.577, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1450, s0.acc: 94.9451, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2169, s1.loss_cls: 0.0675, s1.acc: 95.1533, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1080, s2.loss_cls: 0.0339, s2.acc: 94.9576, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0513, loss: 1.0263 2024-04-03 22:15:08,831 - mmdet - INFO - Epoch [22][500/7330] lr: 4.612e-06, eta: 1 day, 21:58:34, time: 1.530, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1477, s0.acc: 94.8462, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2160, s1.loss_cls: 0.0692, s1.acc: 95.0418, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1069, s2.loss_cls: 0.0351, s2.acc: 94.7857, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0503, loss: 1.0326 2024-04-03 22:16:20,237 - mmdet - INFO - Epoch [22][550/7330] lr: 4.612e-06, eta: 1 day, 21:57:16, time: 1.428, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1443, s0.acc: 94.9075, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2191, s1.loss_cls: 0.0677, s1.acc: 95.1481, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1102, s2.loss_cls: 0.0339, s2.acc: 94.9495, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0522, loss: 1.0291 2024-04-03 22:17:34,749 - mmdet - INFO - Epoch [22][600/7330] lr: 4.612e-06, eta: 1 day, 21:55:59, time: 1.490, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1503, s0.acc: 94.7234, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2196, s1.loss_cls: 0.0705, s1.acc: 94.9106, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1088, s2.loss_cls: 0.0351, s2.acc: 94.7639, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0512, loss: 1.0536 2024-04-03 22:18:51,696 - mmdet - INFO - Epoch [22][650/7330] lr: 4.612e-06, eta: 1 day, 21:54:44, time: 1.539, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1488, s0.acc: 94.8101, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2218, s1.loss_cls: 0.0704, s1.acc: 94.8044, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1106, s2.loss_cls: 0.0355, s2.acc: 94.6736, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0523, loss: 1.0459 2024-04-03 22:20:05,308 - mmdet - INFO - Epoch [22][700/7330] lr: 4.612e-06, eta: 1 day, 21:53:27, time: 1.472, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1511, s0.acc: 94.7285, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2213, s1.loss_cls: 0.0713, s1.acc: 94.8839, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1100, s2.loss_cls: 0.0363, s2.acc: 94.6886, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0522, loss: 1.0493 2024-04-03 22:21:21,215 - mmdet - INFO - Epoch [22][750/7330] lr: 4.612e-06, eta: 1 day, 21:52:12, time: 1.518, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1403, s0.acc: 94.9756, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2168, s1.loss_cls: 0.0661, s1.acc: 95.1840, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1068, s2.loss_cls: 0.0338, s2.acc: 94.9352, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0507, loss: 1.0219 2024-04-03 22:22:32,928 - mmdet - INFO - Epoch [22][800/7330] lr: 4.612e-06, eta: 1 day, 21:50:54, time: 1.434, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1487, s0.acc: 94.8689, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2249, s1.loss_cls: 0.0697, s1.acc: 95.0849, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1115, s2.loss_cls: 0.0341, s2.acc: 95.0352, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0531, loss: 1.0429 2024-04-03 22:23:48,086 - mmdet - INFO - Epoch [22][850/7330] lr: 4.612e-06, eta: 1 day, 21:49:38, time: 1.503, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1494, s0.acc: 94.6990, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2250, s1.loss_cls: 0.0707, s1.acc: 94.9156, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1117, s2.loss_cls: 0.0356, s2.acc: 94.6494, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0528, loss: 1.0600 2024-04-03 22:25:03,050 - mmdet - INFO - Epoch [22][900/7330] lr: 4.612e-06, eta: 1 day, 21:48:22, time: 1.499, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1524, s0.acc: 94.6174, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2272, s1.loss_cls: 0.0722, s1.acc: 94.7644, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1136, s2.loss_cls: 0.0366, s2.acc: 94.5188, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0538, loss: 1.0749 2024-04-03 22:26:15,787 - mmdet - INFO - Epoch [22][950/7330] lr: 4.612e-06, eta: 1 day, 21:47:04, time: 1.455, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1454, s0.acc: 94.8884, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2213, s1.loss_cls: 0.0684, s1.acc: 95.0702, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1110, s2.loss_cls: 0.0345, s2.acc: 94.8503, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0527, loss: 1.0426 2024-04-03 22:27:32,524 - mmdet - INFO - Epoch [22][1000/7330] lr: 4.612e-06, eta: 1 day, 21:45:49, time: 1.535, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1528, s0.acc: 94.6013, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2284, s1.loss_cls: 0.0732, s1.acc: 94.6739, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1134, s2.loss_cls: 0.0368, s2.acc: 94.5171, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0531, loss: 1.0814 2024-04-03 22:28:47,529 - mmdet - INFO - Epoch [22][1050/7330] lr: 4.612e-06, eta: 1 day, 21:44:33, time: 1.500, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1548, s0.acc: 94.5217, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2245, s1.loss_cls: 0.0729, s1.acc: 94.7092, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1115, s2.loss_cls: 0.0367, s2.acc: 94.5320, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0527, loss: 1.0821 2024-04-03 22:30:03,455 - mmdet - INFO - Epoch [22][1100/7330] lr: 4.612e-06, eta: 1 day, 21:43:18, time: 1.518, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1464, s0.acc: 94.8384, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2202, s1.loss_cls: 0.0702, s1.acc: 94.9549, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1097, s2.loss_cls: 0.0348, s2.acc: 94.8417, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0518, loss: 1.0369 2024-04-03 22:31:17,408 - mmdet - INFO - Epoch [22][1150/7330] lr: 4.612e-06, eta: 1 day, 21:42:01, time: 1.479, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1517, s0.acc: 94.6992, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2198, s1.loss_cls: 0.0708, s1.acc: 94.9558, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1092, s2.loss_cls: 0.0354, s2.acc: 94.7459, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0515, loss: 1.0569 2024-04-03 22:32:31,926 - mmdet - INFO - Epoch [22][1200/7330] lr: 4.612e-06, eta: 1 day, 21:40:45, time: 1.490, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1475, s0.acc: 94.8398, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2259, s1.loss_cls: 0.0695, s1.acc: 94.9607, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1108, s2.loss_cls: 0.0347, s2.acc: 94.8028, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0520, loss: 1.0441 2024-04-03 22:33:50,086 - mmdet - INFO - Epoch [22][1250/7330] lr: 4.612e-06, eta: 1 day, 21:39:31, time: 1.563, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1504, s0.acc: 94.6965, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2218, s1.loss_cls: 0.0714, s1.acc: 94.8553, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1096, s2.loss_cls: 0.0360, s2.acc: 94.6608, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0520, loss: 1.0508 2024-04-03 22:35:06,880 - mmdet - INFO - Epoch [22][1300/7330] lr: 4.612e-06, eta: 1 day, 21:38:16, time: 1.536, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1491, s0.acc: 94.7349, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2137, s1.loss_cls: 0.0701, s1.acc: 94.9225, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1074, s2.loss_cls: 0.0355, s2.acc: 94.7182, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0508, loss: 1.0380 2024-04-03 22:36:22,494 - mmdet - INFO - Epoch [22][1350/7330] lr: 4.612e-06, eta: 1 day, 21:37:00, time: 1.512, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1488, s0.acc: 94.6443, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2221, s1.loss_cls: 0.0703, s1.acc: 94.8746, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1101, s2.loss_cls: 0.0350, s2.acc: 94.7721, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0518, loss: 1.0434 2024-04-03 22:37:37,010 - mmdet - INFO - Epoch [22][1400/7330] lr: 4.612e-06, eta: 1 day, 21:35:44, time: 1.491, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1443, s0.acc: 94.8523, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2207, s1.loss_cls: 0.0686, s1.acc: 95.0071, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1098, s2.loss_cls: 0.0342, s2.acc: 94.9436, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0515, loss: 1.0289 2024-04-03 22:38:51,790 - mmdet - INFO - Epoch [22][1450/7330] lr: 4.612e-06, eta: 1 day, 21:34:28, time: 1.496, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1436, s0.acc: 94.8633, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2190, s1.loss_cls: 0.0682, s1.acc: 94.9943, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1098, s2.loss_cls: 0.0338, s2.acc: 94.8485, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0522, loss: 1.0366 2024-04-03 22:40:05,181 - mmdet - INFO - Epoch [22][1500/7330] lr: 4.612e-06, eta: 1 day, 21:33:11, time: 1.468, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1463, s0.acc: 94.7625, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2167, s1.loss_cls: 0.0709, s1.acc: 94.8458, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1095, s2.loss_cls: 0.0355, s2.acc: 94.6750, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0520, loss: 1.0336 2024-04-03 22:41:17,981 - mmdet - INFO - Epoch [22][1550/7330] lr: 4.612e-06, eta: 1 day, 21:31:53, time: 1.456, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1450, s0.acc: 94.9358, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2189, s1.loss_cls: 0.0687, s1.acc: 95.1615, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1091, s2.loss_cls: 0.0344, s2.acc: 94.9920, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0517, loss: 1.0302 2024-04-03 22:42:32,998 - mmdet - INFO - Epoch [22][1600/7330] lr: 4.612e-06, eta: 1 day, 21:30:37, time: 1.500, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1485, s0.acc: 94.7439, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2166, s1.loss_cls: 0.0698, s1.acc: 94.8932, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1071, s2.loss_cls: 0.0346, s2.acc: 94.7020, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0503, loss: 1.0367 2024-04-03 22:43:49,818 - mmdet - INFO - Epoch [22][1650/7330] lr: 4.612e-06, eta: 1 day, 21:29:22, time: 1.536, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1500, s0.acc: 94.7668, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2235, s1.loss_cls: 0.0710, s1.acc: 94.9486, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1111, s2.loss_cls: 0.0357, s2.acc: 94.6908, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0527, loss: 1.0549 2024-04-03 22:45:05,573 - mmdet - INFO - Epoch [22][1700/7330] lr: 4.612e-06, eta: 1 day, 21:28:07, time: 1.515, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1522, s0.acc: 94.6968, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2234, s1.loss_cls: 0.0738, s1.acc: 94.7080, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1113, s2.loss_cls: 0.0371, s2.acc: 94.5508, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0525, loss: 1.0662 2024-04-03 22:46:19,033 - mmdet - INFO - Epoch [22][1750/7330] lr: 4.612e-06, eta: 1 day, 21:26:50, time: 1.469, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1546, s0.acc: 94.4988, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2252, s1.loss_cls: 0.0732, s1.acc: 94.6884, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1129, s2.loss_cls: 0.0369, s2.acc: 94.5755, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0535, loss: 1.0785 2024-04-03 22:47:35,434 - mmdet - INFO - Epoch [22][1800/7330] lr: 4.612e-06, eta: 1 day, 21:25:35, time: 1.528, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1512, s0.acc: 94.7371, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2211, s1.loss_cls: 0.0723, s1.acc: 94.8696, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1106, s2.loss_cls: 0.0357, s2.acc: 94.8066, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0523, loss: 1.0497 2024-04-03 22:48:47,239 - mmdet - INFO - Epoch [22][1850/7330] lr: 4.612e-06, eta: 1 day, 21:24:17, time: 1.436, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1526, s0.acc: 94.6265, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2201, s1.loss_cls: 0.0725, s1.acc: 94.8218, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1104, s2.loss_cls: 0.0364, s2.acc: 94.6170, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0523, loss: 1.0583 2024-04-03 22:50:04,799 - mmdet - INFO - Epoch [22][1900/7330] lr: 4.612e-06, eta: 1 day, 21:23:02, time: 1.551, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1605, s0.acc: 94.4868, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2241, s1.loss_cls: 0.0754, s1.acc: 94.6269, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1115, s2.loss_cls: 0.0377, s2.acc: 94.5242, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0527, loss: 1.0976 2024-04-03 22:51:22,464 - mmdet - INFO - Epoch [22][1950/7330] lr: 4.612e-06, eta: 1 day, 21:21:48, time: 1.553, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1478, s0.acc: 94.8298, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2195, s1.loss_cls: 0.0702, s1.acc: 94.9411, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1101, s2.loss_cls: 0.0354, s2.acc: 94.7461, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0520, loss: 1.0429 2024-04-03 22:52:37,184 - mmdet - INFO - Epoch [22][2000/7330] lr: 4.612e-06, eta: 1 day, 21:20:32, time: 1.494, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1472, s0.acc: 94.7705, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2195, s1.loss_cls: 0.0692, s1.acc: 94.9167, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1097, s2.loss_cls: 0.0345, s2.acc: 94.7272, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0520, loss: 1.0498 2024-04-03 22:53:52,049 - mmdet - INFO - Epoch [22][2050/7330] lr: 4.612e-06, eta: 1 day, 21:19:16, time: 1.497, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1520, s0.acc: 94.7363, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2295, s1.loss_cls: 0.0722, s1.acc: 94.8241, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1147, s2.loss_cls: 0.0366, s2.acc: 94.4925, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0543, loss: 1.0729 2024-04-03 22:55:11,171 - mmdet - INFO - Epoch [22][2100/7330] lr: 4.612e-06, eta: 1 day, 21:18:03, time: 1.582, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1530, s0.acc: 94.5894, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2223, s1.loss_cls: 0.0717, s1.acc: 94.8408, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1105, s2.loss_cls: 0.0358, s2.acc: 94.7611, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0526, loss: 1.0622 2024-04-03 22:56:26,798 - mmdet - INFO - Epoch [22][2150/7330] lr: 4.612e-06, eta: 1 day, 21:16:47, time: 1.512, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1457, s0.acc: 94.9231, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2163, s1.loss_cls: 0.0692, s1.acc: 95.0658, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1082, s2.loss_cls: 0.0347, s2.acc: 94.8441, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0513, loss: 1.0213 2024-04-03 22:57:41,784 - mmdet - INFO - Epoch [22][2200/7330] lr: 4.612e-06, eta: 1 day, 21:15:31, time: 1.500, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1551, s0.acc: 94.5073, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2256, s1.loss_cls: 0.0731, s1.acc: 94.7325, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1120, s2.loss_cls: 0.0370, s2.acc: 94.5056, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0526, loss: 1.0801 2024-04-03 22:58:53,974 - mmdet - INFO - Epoch [22][2250/7330] lr: 4.612e-06, eta: 1 day, 21:14:13, time: 1.444, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1525, s0.acc: 94.5820, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2185, s1.loss_cls: 0.0729, s1.acc: 94.6410, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1082, s2.loss_cls: 0.0364, s2.acc: 94.5170, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0510, loss: 1.0551 2024-04-03 23:00:07,129 - mmdet - INFO - Epoch [22][2300/7330] lr: 4.612e-06, eta: 1 day, 21:12:56, time: 1.463, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1453, s0.acc: 94.8315, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2172, s1.loss_cls: 0.0695, s1.acc: 94.9240, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1087, s2.loss_cls: 0.0354, s2.acc: 94.6629, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0520, loss: 1.0256 2024-04-03 23:01:22,205 - mmdet - INFO - Epoch [22][2350/7330] lr: 4.612e-06, eta: 1 day, 21:11:40, time: 1.502, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1486, s0.acc: 94.7966, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2175, s1.loss_cls: 0.0705, s1.acc: 94.9199, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1078, s2.loss_cls: 0.0353, s2.acc: 94.7634, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0512, loss: 1.0388 2024-04-03 23:02:42,691 - mmdet - INFO - Epoch [22][2400/7330] lr: 4.612e-06, eta: 1 day, 21:10:28, time: 1.610, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1497, s0.acc: 94.6948, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2231, s1.loss_cls: 0.0710, s1.acc: 94.9150, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1104, s2.loss_cls: 0.0358, s2.acc: 94.7718, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0524, loss: 1.0595 2024-04-03 23:04:00,807 - mmdet - INFO - Epoch [22][2450/7330] lr: 4.612e-06, eta: 1 day, 21:09:14, time: 1.562, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1473, s0.acc: 94.8120, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2165, s1.loss_cls: 0.0690, s1.acc: 95.0793, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1078, s2.loss_cls: 0.0347, s2.acc: 94.8934, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0511, loss: 1.0288 2024-04-03 23:05:19,853 - mmdet - INFO - Epoch [22][2500/7330] lr: 4.612e-06, eta: 1 day, 21:08:00, time: 1.581, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1617, s0.acc: 94.3394, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2240, s1.loss_cls: 0.0774, s1.acc: 94.5181, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1112, s2.loss_cls: 0.0381, s2.acc: 94.3872, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0529, loss: 1.0972 2024-04-03 23:06:37,134 - mmdet - INFO - Epoch [22][2550/7330] lr: 4.612e-06, eta: 1 day, 21:06:46, time: 1.546, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1549, s0.acc: 94.6111, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2223, s1.loss_cls: 0.0741, s1.acc: 94.7142, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1114, s2.loss_cls: 0.0365, s2.acc: 94.5890, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0524, loss: 1.0561 2024-04-03 23:07:54,879 - mmdet - INFO - Epoch [22][2600/7330] lr: 4.612e-06, eta: 1 day, 21:05:32, time: 1.555, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1567, s0.acc: 94.5308, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2275, s1.loss_cls: 0.0758, s1.acc: 94.5743, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1116, s2.loss_cls: 0.0377, s2.acc: 94.4863, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0529, loss: 1.0874 2024-04-03 23:09:09,074 - mmdet - INFO - Epoch [22][2650/7330] lr: 4.612e-06, eta: 1 day, 21:04:15, time: 1.484, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1463, s0.acc: 94.8433, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2248, s1.loss_cls: 0.0700, s1.acc: 94.9608, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1113, s2.loss_cls: 0.0352, s2.acc: 94.7238, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0527, loss: 1.0468 2024-04-03 23:10:26,292 - mmdet - INFO - Epoch [22][2700/7330] lr: 4.612e-06, eta: 1 day, 21:03:01, time: 1.544, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1521, s0.acc: 94.6797, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2174, s1.loss_cls: 0.0716, s1.acc: 94.8762, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1089, s2.loss_cls: 0.0359, s2.acc: 94.7605, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0515, loss: 1.0530 2024-04-03 23:11:41,240 - mmdet - INFO - Epoch [22][2750/7330] lr: 4.612e-06, eta: 1 day, 21:01:45, time: 1.499, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1512, s0.acc: 94.6409, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2215, s1.loss_cls: 0.0733, s1.acc: 94.7126, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1102, s2.loss_cls: 0.0366, s2.acc: 94.5379, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0521, loss: 1.0599 2024-04-03 23:12:56,421 - mmdet - INFO - Epoch [22][2800/7330] lr: 4.612e-06, eta: 1 day, 21:00:29, time: 1.504, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1490, s0.acc: 94.7168, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2218, s1.loss_cls: 0.0700, s1.acc: 94.8958, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1094, s2.loss_cls: 0.0349, s2.acc: 94.7804, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0518, loss: 1.0479 2024-04-03 23:14:12,866 - mmdet - INFO - Epoch [22][2850/7330] lr: 4.612e-06, eta: 1 day, 20:59:14, time: 1.529, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1531, s0.acc: 94.5459, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2141, s1.loss_cls: 0.0726, s1.acc: 94.7718, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1067, s2.loss_cls: 0.0360, s2.acc: 94.6401, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0508, loss: 1.0558 2024-04-03 23:15:30,188 - mmdet - INFO - Epoch [22][2900/7330] lr: 4.612e-06, eta: 1 day, 20:57:59, time: 1.546, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1622, s0.acc: 94.3254, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2227, s1.loss_cls: 0.0766, s1.acc: 94.5044, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1119, s2.loss_cls: 0.0382, s2.acc: 94.4033, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0530, loss: 1.0936 2024-04-03 23:16:46,664 - mmdet - INFO - Epoch [22][2950/7330] lr: 4.612e-06, eta: 1 day, 20:56:44, time: 1.530, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1507, s0.acc: 94.7288, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2232, s1.loss_cls: 0.0720, s1.acc: 94.8347, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1121, s2.loss_cls: 0.0358, s2.acc: 94.6796, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0531, loss: 1.0632 2024-04-03 23:18:00,695 - mmdet - INFO - Epoch [22][3000/7330] lr: 4.612e-06, eta: 1 day, 20:55:28, time: 1.481, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1407, s0.acc: 95.0745, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2158, s1.loss_cls: 0.0666, s1.acc: 95.3129, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1078, s2.loss_cls: 0.0335, s2.acc: 95.0068, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0507, loss: 1.0132 2024-04-03 23:19:16,587 - mmdet - INFO - Epoch [22][3050/7330] lr: 4.612e-06, eta: 1 day, 20:54:12, time: 1.518, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1506, s0.acc: 94.6411, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2270, s1.loss_cls: 0.0727, s1.acc: 94.6313, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1127, s2.loss_cls: 0.0372, s2.acc: 94.4689, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0534, loss: 1.0743 2024-04-03 23:20:33,821 - mmdet - INFO - Epoch [22][3100/7330] lr: 4.612e-06, eta: 1 day, 20:52:58, time: 1.545, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1462, s0.acc: 94.7805, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2210, s1.loss_cls: 0.0694, s1.acc: 94.9044, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1092, s2.loss_cls: 0.0349, s2.acc: 94.6836, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0520, loss: 1.0458 2024-04-03 23:21:45,705 - mmdet - INFO - Epoch [22][3150/7330] lr: 4.612e-06, eta: 1 day, 20:51:39, time: 1.438, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1625, s0.acc: 94.3472, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2222, s1.loss_cls: 0.0776, s1.acc: 94.4041, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1110, s2.loss_cls: 0.0390, s2.acc: 94.2082, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0529, loss: 1.0891 2024-04-03 23:23:00,745 - mmdet - INFO - Epoch [22][3200/7330] lr: 4.612e-06, eta: 1 day, 20:50:23, time: 1.501, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1542, s0.acc: 94.4724, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2186, s1.loss_cls: 0.0749, s1.acc: 94.4665, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1088, s2.loss_cls: 0.0375, s2.acc: 94.3237, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0515, loss: 1.0576 2024-04-03 23:24:11,449 - mmdet - INFO - Epoch [22][3250/7330] lr: 4.612e-06, eta: 1 day, 20:49:05, time: 1.414, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1484, s0.acc: 94.7051, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2200, s1.loss_cls: 0.0716, s1.acc: 94.8309, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1092, s2.loss_cls: 0.0360, s2.acc: 94.6581, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0518, loss: 1.0438 2024-04-03 23:25:27,730 - mmdet - INFO - Epoch [22][3300/7330] lr: 4.612e-06, eta: 1 day, 20:47:49, time: 1.526, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1445, s0.acc: 94.8938, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2149, s1.loss_cls: 0.0687, s1.acc: 95.0338, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1071, s2.loss_cls: 0.0346, s2.acc: 94.8581, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0505, loss: 1.0152 2024-04-03 23:26:44,120 - mmdet - INFO - Epoch [22][3350/7330] lr: 4.612e-06, eta: 1 day, 20:46:34, time: 1.527, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1533, s0.acc: 94.5281, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2217, s1.loss_cls: 0.0730, s1.acc: 94.6691, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1107, s2.loss_cls: 0.0369, s2.acc: 94.5216, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0522, loss: 1.0746 2024-04-03 23:28:03,198 - mmdet - INFO - Epoch [22][3400/7330] lr: 4.612e-06, eta: 1 day, 20:45:21, time: 1.582, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1491, s0.acc: 94.7395, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2243, s1.loss_cls: 0.0704, s1.acc: 95.0279, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1117, s2.loss_cls: 0.0352, s2.acc: 94.8796, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0525, loss: 1.0615 2024-04-03 23:29:19,394 - mmdet - INFO - Epoch [22][3450/7330] lr: 4.612e-06, eta: 1 day, 20:44:06, time: 1.524, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1496, s0.acc: 94.7375, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2198, s1.loss_cls: 0.0718, s1.acc: 94.8070, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1091, s2.loss_cls: 0.0356, s2.acc: 94.7755, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0520, loss: 1.0446 2024-04-03 23:30:32,767 - mmdet - INFO - Epoch [22][3500/7330] lr: 4.612e-06, eta: 1 day, 20:42:49, time: 1.467, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1473, s0.acc: 94.7915, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2206, s1.loss_cls: 0.0697, s1.acc: 94.9127, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1096, s2.loss_cls: 0.0351, s2.acc: 94.7711, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0516, loss: 1.0400 2024-04-03 23:31:49,674 - mmdet - INFO - Epoch [22][3550/7330] lr: 4.612e-06, eta: 1 day, 20:41:34, time: 1.538, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1490, s0.acc: 94.7356, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2197, s1.loss_cls: 0.0702, s1.acc: 94.9204, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1088, s2.loss_cls: 0.0353, s2.acc: 94.7560, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0516, loss: 1.0452 2024-04-03 23:33:01,487 - mmdet - INFO - Epoch [22][3600/7330] lr: 4.612e-06, eta: 1 day, 20:40:16, time: 1.436, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1596, s0.acc: 94.4358, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2270, s1.loss_cls: 0.0769, s1.acc: 94.5719, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1131, s2.loss_cls: 0.0385, s2.acc: 94.3335, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0535, loss: 1.0986 2024-04-03 23:34:16,420 - mmdet - INFO - Epoch [22][3650/7330] lr: 4.612e-06, eta: 1 day, 20:39:00, time: 1.499, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1569, s0.acc: 94.4355, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2223, s1.loss_cls: 0.0740, s1.acc: 94.5755, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1102, s2.loss_cls: 0.0373, s2.acc: 94.4544, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0519, loss: 1.0755 2024-04-03 23:35:32,961 - mmdet - INFO - Epoch [22][3700/7330] lr: 4.612e-06, eta: 1 day, 20:37:45, time: 1.531, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1464, s0.acc: 94.8369, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2183, s1.loss_cls: 0.0688, s1.acc: 95.0359, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1092, s2.loss_cls: 0.0344, s2.acc: 94.8508, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0519, loss: 1.0333 2024-04-03 23:36:44,700 - mmdet - INFO - Epoch [22][3750/7330] lr: 4.612e-06, eta: 1 day, 20:36:27, time: 1.435, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1503, s0.acc: 94.6721, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2193, s1.loss_cls: 0.0719, s1.acc: 94.8284, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1089, s2.loss_cls: 0.0358, s2.acc: 94.6093, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0517, loss: 1.0522 2024-04-03 23:37:59,280 - mmdet - INFO - Epoch [22][3800/7330] lr: 4.612e-06, eta: 1 day, 20:35:10, time: 1.492, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1453, s0.acc: 94.8992, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2230, s1.loss_cls: 0.0686, s1.acc: 95.0376, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1110, s2.loss_cls: 0.0347, s2.acc: 94.8089, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0523, loss: 1.0390 2024-04-03 23:39:17,656 - mmdet - INFO - Epoch [22][3850/7330] lr: 4.612e-06, eta: 1 day, 20:33:57, time: 1.567, data_time: 0.064, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1589, s0.acc: 94.4924, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2260, s1.loss_cls: 0.0743, s1.acc: 94.7147, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1123, s2.loss_cls: 0.0369, s2.acc: 94.5942, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0533, loss: 1.0872 2024-04-03 23:40:33,204 - mmdet - INFO - Epoch [22][3900/7330] lr: 4.612e-06, eta: 1 day, 20:32:41, time: 1.511, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1487, s0.acc: 94.6401, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2189, s1.loss_cls: 0.0704, s1.acc: 94.7995, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1100, s2.loss_cls: 0.0353, s2.acc: 94.5674, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0528, loss: 1.0471 2024-04-03 23:41:49,340 - mmdet - INFO - Epoch [22][3950/7330] lr: 4.612e-06, eta: 1 day, 20:31:26, time: 1.523, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1527, s0.acc: 94.6782, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2229, s1.loss_cls: 0.0723, s1.acc: 94.8020, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1106, s2.loss_cls: 0.0366, s2.acc: 94.6207, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0523, loss: 1.0598 2024-04-03 23:43:04,818 - mmdet - INFO - Epoch [22][4000/7330] lr: 4.612e-06, eta: 1 day, 20:30:10, time: 1.509, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1599, s0.acc: 94.5273, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2203, s1.loss_cls: 0.0757, s1.acc: 94.6410, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1099, s2.loss_cls: 0.0378, s2.acc: 94.4449, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0521, loss: 1.0761 2024-04-03 23:44:16,468 - mmdet - INFO - Epoch [22][4050/7330] lr: 4.612e-06, eta: 1 day, 20:28:52, time: 1.433, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1444, s0.acc: 94.9270, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2151, s1.loss_cls: 0.0692, s1.acc: 95.0385, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1082, s2.loss_cls: 0.0344, s2.acc: 94.9972, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0513, loss: 1.0205 2024-04-03 23:45:33,203 - mmdet - INFO - Epoch [22][4100/7330] lr: 4.612e-06, eta: 1 day, 20:27:37, time: 1.535, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1583, s0.acc: 94.5190, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2204, s1.loss_cls: 0.0752, s1.acc: 94.7095, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1102, s2.loss_cls: 0.0378, s2.acc: 94.5249, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0523, loss: 1.0705 2024-04-03 23:46:46,534 - mmdet - INFO - Epoch [22][4150/7330] lr: 4.612e-06, eta: 1 day, 20:26:20, time: 1.467, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1454, s0.acc: 94.8823, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2143, s1.loss_cls: 0.0687, s1.acc: 95.0138, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1080, s2.loss_cls: 0.0345, s2.acc: 94.8480, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0515, loss: 1.0209 2024-04-03 23:47:58,282 - mmdet - INFO - Epoch [22][4200/7330] lr: 4.612e-06, eta: 1 day, 20:25:02, time: 1.435, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1497, s0.acc: 94.6367, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2193, s1.loss_cls: 0.0724, s1.acc: 94.7285, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1090, s2.loss_cls: 0.0365, s2.acc: 94.5008, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0515, loss: 1.0593 2024-04-03 23:49:11,349 - mmdet - INFO - Epoch [22][4250/7330] lr: 4.612e-06, eta: 1 day, 20:23:44, time: 1.461, data_time: 0.066, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1544, s0.acc: 94.6560, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2226, s1.loss_cls: 0.0739, s1.acc: 94.7384, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1098, s2.loss_cls: 0.0368, s2.acc: 94.5732, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0523, loss: 1.0569 2024-04-03 23:50:30,726 - mmdet - INFO - Epoch [22][4300/7330] lr: 4.612e-06, eta: 1 day, 20:22:31, time: 1.588, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1526, s0.acc: 94.6936, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2196, s1.loss_cls: 0.0716, s1.acc: 94.8601, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1093, s2.loss_cls: 0.0355, s2.acc: 94.7686, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0519, loss: 1.0644 2024-04-03 23:51:42,555 - mmdet - INFO - Epoch [22][4350/7330] lr: 4.612e-06, eta: 1 day, 20:21:13, time: 1.437, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1545, s0.acc: 94.5881, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2226, s1.loss_cls: 0.0737, s1.acc: 94.7094, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1115, s2.loss_cls: 0.0360, s2.acc: 94.6451, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0527, loss: 1.0722 2024-04-03 23:52:58,611 - mmdet - INFO - Epoch [22][4400/7330] lr: 4.612e-06, eta: 1 day, 20:19:58, time: 1.521, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1569, s0.acc: 94.5312, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2241, s1.loss_cls: 0.0748, s1.acc: 94.6872, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1105, s2.loss_cls: 0.0371, s2.acc: 94.5797, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0520, loss: 1.0745 2024-04-03 23:54:12,863 - mmdet - INFO - Epoch [22][4450/7330] lr: 4.612e-06, eta: 1 day, 20:18:41, time: 1.485, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1450, s0.acc: 94.9333, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2277, s1.loss_cls: 0.0692, s1.acc: 95.0236, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1128, s2.loss_cls: 0.0348, s2.acc: 94.7934, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0532, loss: 1.0340 2024-04-03 23:55:33,484 - mmdet - INFO - Epoch [22][4500/7330] lr: 4.612e-06, eta: 1 day, 20:17:29, time: 1.612, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1533, s0.acc: 94.6169, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2239, s1.loss_cls: 0.0725, s1.acc: 94.7434, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1110, s2.loss_cls: 0.0368, s2.acc: 94.4729, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0523, loss: 1.0776 2024-04-03 23:56:49,218 - mmdet - INFO - Epoch [22][4550/7330] lr: 4.612e-06, eta: 1 day, 20:16:13, time: 1.515, data_time: 0.045, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1481, s0.acc: 94.8201, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2243, s1.loss_cls: 0.0694, s1.acc: 95.0264, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1117, s2.loss_cls: 0.0347, s2.acc: 94.9392, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0528, loss: 1.0409 2024-04-03 23:58:00,964 - mmdet - INFO - Epoch [22][4600/7330] lr: 4.612e-06, eta: 1 day, 20:14:55, time: 1.435, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1471, s0.acc: 94.9126, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2203, s1.loss_cls: 0.0699, s1.acc: 95.0739, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1095, s2.loss_cls: 0.0353, s2.acc: 94.8181, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0519, loss: 1.0393 2024-04-03 23:59:17,516 - mmdet - INFO - Epoch [22][4650/7330] lr: 4.612e-06, eta: 1 day, 20:13:40, time: 1.531, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1527, s0.acc: 94.5688, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2248, s1.loss_cls: 0.0724, s1.acc: 94.7287, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1109, s2.loss_cls: 0.0358, s2.acc: 94.6997, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0522, loss: 1.0671 2024-04-04 00:00:38,223 - mmdet - INFO - Epoch [22][4700/7330] lr: 4.612e-06, eta: 1 day, 20:12:28, time: 1.614, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1486, s0.acc: 94.7324, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2231, s1.loss_cls: 0.0707, s1.acc: 94.8172, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1111, s2.loss_cls: 0.0362, s2.acc: 94.6268, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0524, loss: 1.0581 2024-04-04 00:01:56,676 - mmdet - INFO - Epoch [22][4750/7330] lr: 4.612e-06, eta: 1 day, 20:11:14, time: 1.569, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1539, s0.acc: 94.5967, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2228, s1.loss_cls: 0.0716, s1.acc: 94.9176, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1102, s2.loss_cls: 0.0359, s2.acc: 94.7006, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0521, loss: 1.0623 2024-04-04 00:03:11,331 - mmdet - INFO - Epoch [22][4800/7330] lr: 4.612e-06, eta: 1 day, 20:09:58, time: 1.493, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1486, s0.acc: 94.7112, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2207, s1.loss_cls: 0.0702, s1.acc: 94.9069, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1104, s2.loss_cls: 0.0356, s2.acc: 94.6498, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0522, loss: 1.0542 2024-04-04 00:04:27,577 - mmdet - INFO - Epoch [22][4850/7330] lr: 4.612e-06, eta: 1 day, 20:08:43, time: 1.525, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1405, s0.acc: 94.9761, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2201, s1.loss_cls: 0.0677, s1.acc: 95.0822, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1108, s2.loss_cls: 0.0341, s2.acc: 94.9040, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0530, loss: 1.0213 2024-04-04 00:05:42,018 - mmdet - INFO - Epoch [22][4900/7330] lr: 4.612e-06, eta: 1 day, 20:07:27, time: 1.489, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1544, s0.acc: 94.5176, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2279, s1.loss_cls: 0.0741, s1.acc: 94.6524, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1134, s2.loss_cls: 0.0372, s2.acc: 94.4755, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0534, loss: 1.0854 2024-04-04 00:06:57,124 - mmdet - INFO - Epoch [22][4950/7330] lr: 4.612e-06, eta: 1 day, 20:06:11, time: 1.502, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1515, s0.acc: 94.6680, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2226, s1.loss_cls: 0.0722, s1.acc: 94.8004, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1107, s2.loss_cls: 0.0362, s2.acc: 94.7054, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0524, loss: 1.0612 2024-04-04 00:08:12,958 - mmdet - INFO - Epoch [22][5000/7330] lr: 4.612e-06, eta: 1 day, 20:04:55, time: 1.517, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1603, s0.acc: 94.4048, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2238, s1.loss_cls: 0.0767, s1.acc: 94.5875, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1117, s2.loss_cls: 0.0384, s2.acc: 94.4569, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0529, loss: 1.0883 2024-04-04 00:09:26,288 - mmdet - INFO - Epoch [22][5050/7330] lr: 4.612e-06, eta: 1 day, 20:03:38, time: 1.467, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1475, s0.acc: 94.8228, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2209, s1.loss_cls: 0.0699, s1.acc: 94.9676, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1091, s2.loss_cls: 0.0351, s2.acc: 94.8760, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0520, loss: 1.0361 2024-04-04 00:10:40,638 - mmdet - INFO - Epoch [22][5100/7330] lr: 4.612e-06, eta: 1 day, 20:02:22, time: 1.487, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1537, s0.acc: 94.5090, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2229, s1.loss_cls: 0.0727, s1.acc: 94.6394, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1111, s2.loss_cls: 0.0365, s2.acc: 94.4576, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0524, loss: 1.0775 2024-04-04 00:11:54,953 - mmdet - INFO - Epoch [22][5150/7330] lr: 4.612e-06, eta: 1 day, 20:01:05, time: 1.486, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1460, s0.acc: 94.9834, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2158, s1.loss_cls: 0.0704, s1.acc: 95.0267, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1077, s2.loss_cls: 0.0349, s2.acc: 94.8916, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0510, loss: 1.0238 2024-04-04 00:13:10,290 - mmdet - INFO - Epoch [22][5200/7330] lr: 4.612e-06, eta: 1 day, 19:59:49, time: 1.507, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1517, s0.acc: 94.6155, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2233, s1.loss_cls: 0.0723, s1.acc: 94.7775, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1120, s2.loss_cls: 0.0365, s2.acc: 94.5050, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0530, loss: 1.0688 2024-04-04 00:14:23,000 - mmdet - INFO - Epoch [22][5250/7330] lr: 4.612e-06, eta: 1 day, 19:58:32, time: 1.454, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1560, s0.acc: 94.6355, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2211, s1.loss_cls: 0.0725, s1.acc: 94.8028, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1101, s2.loss_cls: 0.0365, s2.acc: 94.6331, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0520, loss: 1.0740 2024-04-04 00:15:34,344 - mmdet - INFO - Epoch [22][5300/7330] lr: 4.612e-06, eta: 1 day, 19:57:13, time: 1.427, data_time: 0.041, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1425, s0.acc: 94.9546, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2194, s1.loss_cls: 0.0679, s1.acc: 95.0690, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1099, s2.loss_cls: 0.0339, s2.acc: 94.9699, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0525, loss: 1.0229 2024-04-04 00:16:50,014 - mmdet - INFO - Epoch [22][5350/7330] lr: 4.612e-06, eta: 1 day, 19:55:58, time: 1.513, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1489, s0.acc: 94.7097, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2245, s1.loss_cls: 0.0697, s1.acc: 94.9330, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1110, s2.loss_cls: 0.0346, s2.acc: 94.8765, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0523, loss: 1.0488 2024-04-04 00:18:11,389 - mmdet - INFO - Epoch [22][5400/7330] lr: 4.612e-06, eta: 1 day, 19:54:46, time: 1.628, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1545, s0.acc: 94.4871, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2243, s1.loss_cls: 0.0725, s1.acc: 94.6478, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1122, s2.loss_cls: 0.0372, s2.acc: 94.3619, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0529, loss: 1.0844 2024-04-04 00:19:28,535 - mmdet - INFO - Epoch [22][5450/7330] lr: 4.612e-06, eta: 1 day, 19:53:32, time: 1.543, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1610, s0.acc: 94.3584, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2243, s1.loss_cls: 0.0756, s1.acc: 94.5864, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1102, s2.loss_cls: 0.0381, s2.acc: 94.3783, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0514, loss: 1.0912 2024-04-04 00:20:44,174 - mmdet - INFO - Epoch [22][5500/7330] lr: 4.612e-06, eta: 1 day, 19:52:16, time: 1.513, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1460, s0.acc: 94.7910, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2203, s1.loss_cls: 0.0702, s1.acc: 94.8619, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1092, s2.loss_cls: 0.0351, s2.acc: 94.7850, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0516, loss: 1.0423 2024-04-04 00:22:01,631 - mmdet - INFO - Epoch [22][5550/7330] lr: 4.612e-06, eta: 1 day, 19:51:02, time: 1.549, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1552, s0.acc: 94.6274, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2245, s1.loss_cls: 0.0740, s1.acc: 94.7071, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1114, s2.loss_cls: 0.0370, s2.acc: 94.5208, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0525, loss: 1.0701 2024-04-04 00:23:20,298 - mmdet - INFO - Epoch [22][5600/7330] lr: 4.612e-06, eta: 1 day, 19:49:48, time: 1.573, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1552, s0.acc: 94.5750, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2179, s1.loss_cls: 0.0726, s1.acc: 94.8377, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1079, s2.loss_cls: 0.0362, s2.acc: 94.7089, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0509, loss: 1.0595 2024-04-04 00:24:34,786 - mmdet - INFO - Epoch [22][5650/7330] lr: 4.612e-06, eta: 1 day, 19:48:32, time: 1.490, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1474, s0.acc: 94.8440, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2176, s1.loss_cls: 0.0697, s1.acc: 95.1086, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1093, s2.loss_cls: 0.0353, s2.acc: 94.8901, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0518, loss: 1.0371 2024-04-04 00:25:48,084 - mmdet - INFO - Epoch [22][5700/7330] lr: 4.612e-06, eta: 1 day, 19:47:14, time: 1.466, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1461, s0.acc: 94.9512, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2161, s1.loss_cls: 0.0683, s1.acc: 95.1960, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1075, s2.loss_cls: 0.0345, s2.acc: 94.9185, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0511, loss: 1.0244 2024-04-04 00:27:03,566 - mmdet - INFO - Epoch [22][5750/7330] lr: 4.612e-06, eta: 1 day, 19:45:59, time: 1.510, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1549, s0.acc: 94.3989, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2221, s1.loss_cls: 0.0741, s1.acc: 94.5971, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1097, s2.loss_cls: 0.0371, s2.acc: 94.3818, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0517, loss: 1.0750 2024-04-04 00:28:18,590 - mmdet - INFO - Epoch [22][5800/7330] lr: 4.612e-06, eta: 1 day, 19:44:43, time: 1.500, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1487, s0.acc: 94.7422, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2225, s1.loss_cls: 0.0706, s1.acc: 94.8598, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1102, s2.loss_cls: 0.0349, s2.acc: 94.7842, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0519, loss: 1.0512 2024-04-04 00:29:36,194 - mmdet - INFO - Epoch [22][5850/7330] lr: 4.612e-06, eta: 1 day, 19:43:29, time: 1.552, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1514, s0.acc: 94.6328, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2168, s1.loss_cls: 0.0720, s1.acc: 94.7695, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1075, s2.loss_cls: 0.0361, s2.acc: 94.5919, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0508, loss: 1.0486 2024-04-04 00:30:51,309 - mmdet - INFO - Epoch [22][5900/7330] lr: 4.612e-06, eta: 1 day, 19:42:13, time: 1.502, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1545, s0.acc: 94.5654, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2269, s1.loss_cls: 0.0724, s1.acc: 94.7839, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1123, s2.loss_cls: 0.0363, s2.acc: 94.7020, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0528, loss: 1.0845 2024-04-04 00:32:03,727 - mmdet - INFO - Epoch [22][5950/7330] lr: 4.612e-06, eta: 1 day, 19:40:55, time: 1.448, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1522, s0.acc: 94.6692, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2213, s1.loss_cls: 0.0720, s1.acc: 94.8188, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1108, s2.loss_cls: 0.0358, s2.acc: 94.6858, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0524, loss: 1.0628 2024-04-04 00:33:19,524 - mmdet - INFO - Epoch [22][6000/7330] lr: 4.612e-06, eta: 1 day, 19:39:39, time: 1.516, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1509, s0.acc: 94.6921, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2206, s1.loss_cls: 0.0710, s1.acc: 94.9096, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1099, s2.loss_cls: 0.0356, s2.acc: 94.6991, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0519, loss: 1.0612 2024-04-04 00:34:31,600 - mmdet - INFO - Epoch [22][6050/7330] lr: 4.612e-06, eta: 1 day, 19:38:22, time: 1.441, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1424, s0.acc: 94.9993, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2216, s1.loss_cls: 0.0679, s1.acc: 95.1671, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1104, s2.loss_cls: 0.0344, s2.acc: 94.8685, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0521, loss: 1.0189 2024-04-04 00:35:49,814 - mmdet - INFO - Epoch [22][6100/7330] lr: 4.612e-06, eta: 1 day, 19:37:08, time: 1.564, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1496, s0.acc: 94.7722, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2308, s1.loss_cls: 0.0715, s1.acc: 94.8975, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1137, s2.loss_cls: 0.0362, s2.acc: 94.6393, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0536, loss: 1.0617 2024-04-04 00:37:02,793 - mmdet - INFO - Epoch [22][6150/7330] lr: 4.612e-06, eta: 1 day, 19:35:50, time: 1.460, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1524, s0.acc: 94.6245, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2251, s1.loss_cls: 0.0727, s1.acc: 94.8760, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1120, s2.loss_cls: 0.0364, s2.acc: 94.6551, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0525, loss: 1.0691 2024-04-04 00:38:14,761 - mmdet - INFO - Epoch [22][6200/7330] lr: 4.612e-06, eta: 1 day, 19:34:32, time: 1.439, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1513, s0.acc: 94.7075, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2228, s1.loss_cls: 0.0713, s1.acc: 94.8367, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1106, s2.loss_cls: 0.0357, s2.acc: 94.6685, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0524, loss: 1.0508 2024-04-04 00:39:31,583 - mmdet - INFO - Epoch [22][6250/7330] lr: 4.612e-06, eta: 1 day, 19:33:18, time: 1.537, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1543, s0.acc: 94.6182, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2239, s1.loss_cls: 0.0731, s1.acc: 94.7226, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1122, s2.loss_cls: 0.0365, s2.acc: 94.7017, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0533, loss: 1.0725 2024-04-04 00:40:44,985 - mmdet - INFO - Epoch [22][6300/7330] lr: 4.612e-06, eta: 1 day, 19:32:01, time: 1.468, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1530, s0.acc: 94.5969, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2209, s1.loss_cls: 0.0716, s1.acc: 94.7186, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1097, s2.loss_cls: 0.0360, s2.acc: 94.6129, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0522, loss: 1.0644 2024-04-04 00:42:01,108 - mmdet - INFO - Epoch [22][6350/7330] lr: 4.612e-06, eta: 1 day, 19:30:45, time: 1.522, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1509, s0.acc: 94.5295, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2291, s1.loss_cls: 0.0723, s1.acc: 94.6763, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1127, s2.loss_cls: 0.0358, s2.acc: 94.5339, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0530, loss: 1.0755 2024-04-04 00:43:17,419 - mmdet - INFO - Epoch [22][6400/7330] lr: 4.612e-06, eta: 1 day, 19:29:30, time: 1.526, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1557, s0.acc: 94.5103, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2267, s1.loss_cls: 0.0745, s1.acc: 94.6521, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1121, s2.loss_cls: 0.0376, s2.acc: 94.4418, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0529, loss: 1.0815 2024-04-04 00:44:31,232 - mmdet - INFO - Epoch [22][6450/7330] lr: 4.612e-06, eta: 1 day, 19:28:13, time: 1.476, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1507, s0.acc: 94.6672, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2190, s1.loss_cls: 0.0715, s1.acc: 94.9365, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1093, s2.loss_cls: 0.0361, s2.acc: 94.6777, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0517, loss: 1.0531 2024-04-04 00:45:47,802 - mmdet - INFO - Epoch [22][6500/7330] lr: 4.612e-06, eta: 1 day, 19:26:58, time: 1.531, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1485, s0.acc: 94.8994, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2136, s1.loss_cls: 0.0709, s1.acc: 94.9943, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1059, s2.loss_cls: 0.0358, s2.acc: 94.7566, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0504, loss: 1.0241 2024-04-04 00:47:04,996 - mmdet - INFO - Epoch [22][6550/7330] lr: 4.612e-06, eta: 1 day, 19:25:44, time: 1.544, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1594, s0.acc: 94.4136, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2236, s1.loss_cls: 0.0765, s1.acc: 94.5558, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1104, s2.loss_cls: 0.0381, s2.acc: 94.4089, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0518, loss: 1.0857 2024-04-04 00:48:22,032 - mmdet - INFO - Epoch [22][6600/7330] lr: 4.612e-06, eta: 1 day, 19:24:29, time: 1.541, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1475, s0.acc: 94.8762, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2245, s1.loss_cls: 0.0702, s1.acc: 95.0622, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1116, s2.loss_cls: 0.0353, s2.acc: 94.8401, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0525, loss: 1.0428 2024-04-04 00:49:36,405 - mmdet - INFO - Epoch [22][6650/7330] lr: 4.612e-06, eta: 1 day, 19:23:13, time: 1.487, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1478, s0.acc: 94.7490, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2171, s1.loss_cls: 0.0702, s1.acc: 94.9153, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1096, s2.loss_cls: 0.0352, s2.acc: 94.6899, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0521, loss: 1.0527 2024-04-04 00:50:49,450 - mmdet - INFO - Epoch [22][6700/7330] lr: 4.612e-06, eta: 1 day, 19:21:56, time: 1.461, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1553, s0.acc: 94.5413, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2238, s1.loss_cls: 0.0732, s1.acc: 94.7466, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1109, s2.loss_cls: 0.0367, s2.acc: 94.6430, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0521, loss: 1.0684 2024-04-04 00:52:04,323 - mmdet - INFO - Epoch [22][6750/7330] lr: 4.612e-06, eta: 1 day, 19:20:39, time: 1.498, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1456, s0.acc: 94.9016, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2160, s1.loss_cls: 0.0691, s1.acc: 95.0352, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1077, s2.loss_cls: 0.0352, s2.acc: 94.8245, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0507, loss: 1.0175 2024-04-04 00:53:22,316 - mmdet - INFO - Epoch [22][6800/7330] lr: 4.612e-06, eta: 1 day, 19:19:25, time: 1.560, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1497, s0.acc: 94.5496, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2259, s1.loss_cls: 0.0721, s1.acc: 94.6821, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1131, s2.loss_cls: 0.0365, s2.acc: 94.4454, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0532, loss: 1.0829 2024-04-04 00:54:36,806 - mmdet - INFO - Epoch [22][6850/7330] lr: 4.612e-06, eta: 1 day, 19:18:09, time: 1.490, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1421, s0.acc: 94.8408, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2228, s1.loss_cls: 0.0680, s1.acc: 94.9873, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1114, s2.loss_cls: 0.0346, s2.acc: 94.7935, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0531, loss: 1.0326 2024-04-04 00:55:54,033 - mmdet - INFO - Epoch [22][6900/7330] lr: 4.612e-06, eta: 1 day, 19:16:54, time: 1.545, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1523, s0.acc: 94.5732, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2221, s1.loss_cls: 0.0736, s1.acc: 94.7076, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1109, s2.loss_cls: 0.0365, s2.acc: 94.5739, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0525, loss: 1.0616 2024-04-04 00:57:09,054 - mmdet - INFO - Epoch [22][6950/7330] lr: 4.612e-06, eta: 1 day, 19:15:39, time: 1.500, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1529, s0.acc: 94.7019, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2221, s1.loss_cls: 0.0719, s1.acc: 94.9320, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1096, s2.loss_cls: 0.0360, s2.acc: 94.6838, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0516, loss: 1.0579 2024-04-04 00:58:28,001 - mmdet - INFO - Epoch [22][7000/7330] lr: 4.612e-06, eta: 1 day, 19:14:25, time: 1.579, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1514, s0.acc: 94.6445, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2233, s1.loss_cls: 0.0725, s1.acc: 94.7665, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1130, s2.loss_cls: 0.0366, s2.acc: 94.6249, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0538, loss: 1.0581 2024-04-04 00:59:43,647 - mmdet - INFO - Epoch [22][7050/7330] lr: 4.612e-06, eta: 1 day, 19:13:09, time: 1.513, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1535, s0.acc: 94.6348, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2269, s1.loss_cls: 0.0729, s1.acc: 94.8016, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1130, s2.loss_cls: 0.0357, s2.acc: 94.7361, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0535, loss: 1.0761 2024-04-04 01:00:57,367 - mmdet - INFO - Epoch [22][7100/7330] lr: 4.612e-06, eta: 1 day, 19:11:53, time: 1.474, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1529, s0.acc: 94.6162, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2252, s1.loss_cls: 0.0736, s1.acc: 94.5980, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1126, s2.loss_cls: 0.0368, s2.acc: 94.4190, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0531, loss: 1.0645 2024-04-04 01:02:14,607 - mmdet - INFO - Epoch [22][7150/7330] lr: 4.612e-06, eta: 1 day, 19:10:38, time: 1.545, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1530, s0.acc: 94.5552, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2239, s1.loss_cls: 0.0727, s1.acc: 94.6128, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1102, s2.loss_cls: 0.0361, s2.acc: 94.5748, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0521, loss: 1.0599 2024-04-04 01:03:29,113 - mmdet - INFO - Epoch [22][7200/7330] lr: 4.612e-06, eta: 1 day, 19:09:22, time: 1.490, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1413, s0.acc: 94.9871, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2197, s1.loss_cls: 0.0678, s1.acc: 95.0818, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1096, s2.loss_cls: 0.0340, s2.acc: 94.9370, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0519, loss: 1.0254 2024-04-04 01:04:44,831 - mmdet - INFO - Epoch [22][7250/7330] lr: 4.612e-06, eta: 1 day, 19:08:06, time: 1.514, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1555, s0.acc: 94.4810, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2185, s1.loss_cls: 0.0742, s1.acc: 94.5674, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1088, s2.loss_cls: 0.0371, s2.acc: 94.4117, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0511, loss: 1.0717 2024-04-04 01:05:59,788 - mmdet - INFO - Epoch [22][7300/7330] lr: 4.612e-06, eta: 1 day, 19:06:50, time: 1.500, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1523, s0.acc: 94.6980, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2199, s1.loss_cls: 0.0717, s1.acc: 94.8853, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1096, s2.loss_cls: 0.0357, s2.acc: 94.8019, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0519, loss: 1.0519 2024-04-04 01:06:44,088 - mmdet - INFO - Saving checkpoint at 22 epochs 2024-04-04 01:14:38,449 - mmdet - INFO - Evaluating bbox... 2024-04-04 01:15:18,936 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.507 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.695 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.547 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.333 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 ] = 0.641 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 ] = 0.470 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.682 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.776 2024-04-04 01:15:18,937 - mmdet - INFO - Evaluating segm... 2024-04-04 01:16:07,944 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.436 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.669 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.470 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.236 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.472 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 ] = 0.559 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 ] = 0.385 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.599 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.711 2024-04-04 01:16:08,573 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-04 01:16:08,575 - mmdet - INFO - Epoch(val) [22][1250] bbox_mAP: 0.5070, bbox_mAP_50: 0.6950, bbox_mAP_75: 0.5470, bbox_mAP_s: 0.3330, bbox_mAP_m: 0.5490, bbox_mAP_l: 0.6410, bbox_mAP_copypaste: 0.507 0.695 0.547 0.333 0.549 0.641, segm_mAP: 0.4360, segm_mAP_50: 0.6690, segm_mAP_75: 0.4700, segm_mAP_s: 0.2360, segm_mAP_m: 0.4720, segm_mAP_l: 0.6200, segm_mAP_copypaste: 0.436 0.669 0.470 0.236 0.472 0.620 2024-04-04 01:17:24,663 - mmdet - INFO - Epoch [23][50/7330] lr: 4.612e-06, eta: 1 day, 19:04:21, time: 1.521, data_time: 0.117, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1481, s0.acc: 94.7146, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2189, s1.loss_cls: 0.0706, s1.acc: 94.8528, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1092, s2.loss_cls: 0.0354, s2.acc: 94.6526, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0522, loss: 1.0549 2024-04-04 01:18:37,140 - mmdet - INFO - Epoch [23][100/7330] lr: 4.612e-06, eta: 1 day, 19:03:03, time: 1.450, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1501, s0.acc: 94.7444, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2179, s1.loss_cls: 0.0716, s1.acc: 94.8076, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1087, s2.loss_cls: 0.0355, s2.acc: 94.7847, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0512, loss: 1.0580 2024-04-04 01:19:51,401 - mmdet - INFO - Epoch [23][150/7330] lr: 4.612e-06, eta: 1 day, 19:01:47, time: 1.485, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1454, s0.acc: 94.8032, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2156, s1.loss_cls: 0.0696, s1.acc: 94.8546, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1089, s2.loss_cls: 0.0343, s2.acc: 94.8549, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0513, loss: 1.0326 2024-04-04 01:21:03,745 - mmdet - INFO - Epoch [23][200/7330] lr: 4.612e-06, eta: 1 day, 19:00:29, time: 1.447, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1445, s0.acc: 94.8669, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2180, s1.loss_cls: 0.0684, s1.acc: 95.0120, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1096, s2.loss_cls: 0.0347, s2.acc: 94.7669, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0518, loss: 1.0298 2024-04-04 01:22:18,740 - mmdet - INFO - Epoch [23][250/7330] lr: 4.612e-06, eta: 1 day, 18:59:13, time: 1.500, data_time: 0.066, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1470, s0.acc: 94.7524, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2255, s1.loss_cls: 0.0699, s1.acc: 94.8920, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1123, s2.loss_cls: 0.0353, s2.acc: 94.7877, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0532, loss: 1.0500 2024-04-04 01:23:33,634 - mmdet - INFO - Epoch [23][300/7330] lr: 4.612e-06, eta: 1 day, 18:57:57, time: 1.498, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1533, s0.acc: 94.6790, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2188, s1.loss_cls: 0.0722, s1.acc: 94.8645, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1100, s2.loss_cls: 0.0357, s2.acc: 94.8402, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0522, loss: 1.0523 2024-04-04 01:24:49,529 - mmdet - INFO - Epoch [23][350/7330] lr: 4.612e-06, eta: 1 day, 18:56:42, time: 1.517, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1436, s0.acc: 94.8835, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2197, s1.loss_cls: 0.0677, s1.acc: 94.9941, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1104, s2.loss_cls: 0.0341, s2.acc: 94.8298, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0521, loss: 1.0282 2024-04-04 01:26:01,342 - mmdet - INFO - Epoch [23][400/7330] lr: 4.612e-06, eta: 1 day, 18:55:24, time: 1.437, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1437, s0.acc: 94.9236, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2177, s1.loss_cls: 0.0675, s1.acc: 95.1239, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1085, s2.loss_cls: 0.0344, s2.acc: 94.9167, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0518, loss: 1.0370 2024-04-04 01:27:15,193 - mmdet - INFO - Epoch [23][450/7330] lr: 4.612e-06, eta: 1 day, 18:54:07, time: 1.477, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1536, s0.acc: 94.5850, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2219, s1.loss_cls: 0.0719, s1.acc: 94.8807, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1108, s2.loss_cls: 0.0361, s2.acc: 94.5890, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0525, loss: 1.0593 2024-04-04 01:28:29,419 - mmdet - INFO - Epoch [23][500/7330] lr: 4.612e-06, eta: 1 day, 18:52:51, time: 1.485, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1525, s0.acc: 94.6375, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2171, s1.loss_cls: 0.0725, s1.acc: 94.8795, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1081, s2.loss_cls: 0.0362, s2.acc: 94.7590, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0516, loss: 1.0565 2024-04-04 01:29:43,629 - mmdet - INFO - Epoch [23][550/7330] lr: 4.612e-06, eta: 1 day, 18:51:34, time: 1.484, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1450, s0.acc: 94.9199, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2192, s1.loss_cls: 0.0679, s1.acc: 95.1760, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1096, s2.loss_cls: 0.0342, s2.acc: 94.8934, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0517, loss: 1.0273 2024-04-04 01:30:57,013 - mmdet - INFO - Epoch [23][600/7330] lr: 4.612e-06, eta: 1 day, 18:50:17, time: 1.468, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1554, s0.acc: 94.4795, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2266, s1.loss_cls: 0.0741, s1.acc: 94.6131, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1118, s2.loss_cls: 0.0375, s2.acc: 94.4075, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0527, loss: 1.0797 2024-04-04 01:32:10,335 - mmdet - INFO - Epoch [23][650/7330] lr: 4.612e-06, eta: 1 day, 18:49:00, time: 1.466, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1471, s0.acc: 94.7192, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2249, s1.loss_cls: 0.0690, s1.acc: 94.9679, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1133, s2.loss_cls: 0.0349, s2.acc: 94.7553, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0537, loss: 1.0483 2024-04-04 01:33:21,884 - mmdet - INFO - Epoch [23][700/7330] lr: 4.612e-06, eta: 1 day, 18:47:42, time: 1.431, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1420, s0.acc: 95.0154, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2214, s1.loss_cls: 0.0667, s1.acc: 95.2133, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1101, s2.loss_cls: 0.0338, s2.acc: 95.0032, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0518, loss: 1.0230 2024-04-04 01:34:35,520 - mmdet - INFO - Epoch [23][750/7330] lr: 4.612e-06, eta: 1 day, 18:46:25, time: 1.473, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1600, s0.acc: 94.4612, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2223, s1.loss_cls: 0.0756, s1.acc: 94.6511, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1113, s2.loss_cls: 0.0382, s2.acc: 94.4955, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0528, loss: 1.0868 2024-04-04 01:35:48,472 - mmdet - INFO - Epoch [23][800/7330] lr: 4.612e-06, eta: 1 day, 18:45:08, time: 1.459, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1444, s0.acc: 94.9438, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2181, s1.loss_cls: 0.0681, s1.acc: 95.1956, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1085, s2.loss_cls: 0.0341, s2.acc: 95.0413, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0509, loss: 1.0218 2024-04-04 01:37:02,814 - mmdet - INFO - Epoch [23][850/7330] lr: 4.612e-06, eta: 1 day, 18:43:52, time: 1.487, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1440, s0.acc: 94.7937, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2216, s1.loss_cls: 0.0675, s1.acc: 95.0077, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1097, s2.loss_cls: 0.0342, s2.acc: 94.8863, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.0345 2024-04-04 01:38:17,089 - mmdet - INFO - Epoch [23][900/7330] lr: 4.612e-06, eta: 1 day, 18:42:35, time: 1.485, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1431, s0.acc: 94.8982, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2153, s1.loss_cls: 0.0683, s1.acc: 94.9721, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1079, s2.loss_cls: 0.0348, s2.acc: 94.8120, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0514, loss: 1.0255 2024-04-04 01:39:36,694 - mmdet - INFO - Epoch [23][950/7330] lr: 4.612e-06, eta: 1 day, 18:41:22, time: 1.592, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1435, s0.acc: 94.9922, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2154, s1.loss_cls: 0.0686, s1.acc: 95.1098, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1061, s2.loss_cls: 0.0344, s2.acc: 94.8653, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0500, loss: 1.0188 2024-04-04 01:40:52,394 - mmdet - INFO - Epoch [23][1000/7330] lr: 4.612e-06, eta: 1 day, 18:40:07, time: 1.514, data_time: 0.044, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1503, s0.acc: 94.7002, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2231, s1.loss_cls: 0.0710, s1.acc: 94.8030, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1109, s2.loss_cls: 0.0356, s2.acc: 94.7435, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0525, loss: 1.0550 2024-04-04 01:42:08,834 - mmdet - INFO - Epoch [23][1050/7330] lr: 4.612e-06, eta: 1 day, 18:38:52, time: 1.528, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1542, s0.acc: 94.5308, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2222, s1.loss_cls: 0.0730, s1.acc: 94.6491, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1095, s2.loss_cls: 0.0365, s2.acc: 94.6295, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0516, loss: 1.0651 2024-04-04 01:43:24,126 - mmdet - INFO - Epoch [23][1100/7330] lr: 4.612e-06, eta: 1 day, 18:37:36, time: 1.506, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1497, s0.acc: 94.7295, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2177, s1.loss_cls: 0.0713, s1.acc: 94.8911, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1079, s2.loss_cls: 0.0356, s2.acc: 94.6808, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0509, loss: 1.0416 2024-04-04 01:44:39,546 - mmdet - INFO - Epoch [23][1150/7330] lr: 4.612e-06, eta: 1 day, 18:36:20, time: 1.508, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1546, s0.acc: 94.4807, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2238, s1.loss_cls: 0.0735, s1.acc: 94.5516, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1111, s2.loss_cls: 0.0371, s2.acc: 94.4119, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0526, loss: 1.0782 2024-04-04 01:45:53,006 - mmdet - INFO - Epoch [23][1200/7330] lr: 4.612e-06, eta: 1 day, 18:35:03, time: 1.469, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1432, s0.acc: 94.9099, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2180, s1.loss_cls: 0.0680, s1.acc: 95.1561, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1082, s2.loss_cls: 0.0341, s2.acc: 94.9527, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0510, loss: 1.0221 2024-04-04 01:47:05,441 - mmdet - INFO - Epoch [23][1250/7330] lr: 4.612e-06, eta: 1 day, 18:33:46, time: 1.449, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1458, s0.acc: 94.7212, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2178, s1.loss_cls: 0.0682, s1.acc: 94.9485, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1091, s2.loss_cls: 0.0345, s2.acc: 94.7435, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0518, loss: 1.0461 2024-04-04 01:48:19,529 - mmdet - INFO - Epoch [23][1300/7330] lr: 4.612e-06, eta: 1 day, 18:32:29, time: 1.482, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1546, s0.acc: 94.6985, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2262, s1.loss_cls: 0.0724, s1.acc: 94.8721, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1111, s2.loss_cls: 0.0361, s2.acc: 94.7927, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0527, loss: 1.0584 2024-04-04 01:49:33,194 - mmdet - INFO - Epoch [23][1350/7330] lr: 4.612e-06, eta: 1 day, 18:31:13, time: 1.473, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1399, s0.acc: 94.9612, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2195, s1.loss_cls: 0.0657, s1.acc: 95.1729, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1090, s2.loss_cls: 0.0334, s2.acc: 95.0246, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0518, loss: 1.0206 2024-04-04 01:50:45,663 - mmdet - INFO - Epoch [23][1400/7330] lr: 4.612e-06, eta: 1 day, 18:29:55, time: 1.450, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1442, s0.acc: 94.9067, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2205, s1.loss_cls: 0.0685, s1.acc: 95.0618, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1101, s2.loss_cls: 0.0343, s2.acc: 94.8655, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0520, loss: 1.0347 2024-04-04 01:52:00,779 - mmdet - INFO - Epoch [23][1450/7330] lr: 4.612e-06, eta: 1 day, 18:28:39, time: 1.502, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1473, s0.acc: 94.8391, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2174, s1.loss_cls: 0.0702, s1.acc: 94.9704, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1082, s2.loss_cls: 0.0356, s2.acc: 94.7405, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0513, loss: 1.0332 2024-04-04 01:53:14,926 - mmdet - INFO - Epoch [23][1500/7330] lr: 4.612e-06, eta: 1 day, 18:27:23, time: 1.483, data_time: 0.064, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1485, s0.acc: 94.6724, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2219, s1.loss_cls: 0.0709, s1.acc: 94.8281, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1094, s2.loss_cls: 0.0358, s2.acc: 94.6500, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0516, loss: 1.0512 2024-04-04 01:54:29,541 - mmdet - INFO - Epoch [23][1550/7330] lr: 4.612e-06, eta: 1 day, 18:26:07, time: 1.492, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1425, s0.acc: 94.9744, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2170, s1.loss_cls: 0.0677, s1.acc: 95.1170, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1077, s2.loss_cls: 0.0341, s2.acc: 94.8889, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0511, loss: 1.0162 2024-04-04 01:55:41,362 - mmdet - INFO - Epoch [23][1600/7330] lr: 4.612e-06, eta: 1 day, 18:24:49, time: 1.436, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1508, s0.acc: 94.7500, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2164, s1.loss_cls: 0.0714, s1.acc: 94.9196, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1082, s2.loss_cls: 0.0364, s2.acc: 94.7194, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0515, loss: 1.0510 2024-04-04 01:56:58,411 - mmdet - INFO - Epoch [23][1650/7330] lr: 4.612e-06, eta: 1 day, 18:23:34, time: 1.541, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1479, s0.acc: 94.8311, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2171, s1.loss_cls: 0.0694, s1.acc: 95.0490, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1087, s2.loss_cls: 0.0342, s2.acc: 94.9478, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0515, loss: 1.0418 2024-04-04 01:58:13,380 - mmdet - INFO - Epoch [23][1700/7330] lr: 4.612e-06, eta: 1 day, 18:22:18, time: 1.499, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1446, s0.acc: 95.0012, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2162, s1.loss_cls: 0.0694, s1.acc: 95.1068, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1074, s2.loss_cls: 0.0349, s2.acc: 94.9364, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0505, loss: 1.0194 2024-04-04 01:59:31,748 - mmdet - INFO - Epoch [23][1750/7330] lr: 4.612e-06, eta: 1 day, 18:21:04, time: 1.567, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1373, s0.acc: 95.1150, s0.loss_bbox: 0.2013, s0.loss_mask: 0.2158, s1.loss_cls: 0.0649, s1.acc: 95.3380, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1080, s2.loss_cls: 0.0327, s2.acc: 95.1501, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0513, loss: 0.9917 2024-04-04 02:00:46,131 - mmdet - INFO - Epoch [23][1800/7330] lr: 4.612e-06, eta: 1 day, 18:19:48, time: 1.488, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1409, s0.acc: 94.9514, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2194, s1.loss_cls: 0.0672, s1.acc: 95.1055, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1085, s2.loss_cls: 0.0337, s2.acc: 94.8778, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0516, loss: 1.0217 2024-04-04 02:02:00,060 - mmdet - INFO - Epoch [23][1850/7330] lr: 4.612e-06, eta: 1 day, 18:18:31, time: 1.479, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1411, s0.acc: 94.9790, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2189, s1.loss_cls: 0.0670, s1.acc: 95.1574, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1087, s2.loss_cls: 0.0337, s2.acc: 95.0077, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0516, loss: 1.0139 2024-04-04 02:03:15,210 - mmdet - INFO - Epoch [23][1900/7330] lr: 4.612e-06, eta: 1 day, 18:17:15, time: 1.503, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1540, s0.acc: 94.6001, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2243, s1.loss_cls: 0.0729, s1.acc: 94.7428, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1104, s2.loss_cls: 0.0365, s2.acc: 94.6257, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0526, loss: 1.0653 2024-04-04 02:04:29,954 - mmdet - INFO - Epoch [23][1950/7330] lr: 4.612e-06, eta: 1 day, 18:15:59, time: 1.495, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1574, s0.acc: 94.5425, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2232, s1.loss_cls: 0.0739, s1.acc: 94.7353, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1123, s2.loss_cls: 0.0370, s2.acc: 94.5296, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0533, loss: 1.0866 2024-04-04 02:05:43,796 - mmdet - INFO - Epoch [23][2000/7330] lr: 4.612e-06, eta: 1 day, 18:14:43, time: 1.477, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1435, s0.acc: 94.9250, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2222, s1.loss_cls: 0.0679, s1.acc: 95.0219, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1116, s2.loss_cls: 0.0341, s2.acc: 94.7961, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0528, loss: 1.0414 2024-04-04 02:07:05,360 - mmdet - INFO - Epoch [23][2050/7330] lr: 4.612e-06, eta: 1 day, 18:13:31, time: 1.631, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1552, s0.acc: 94.5122, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2224, s1.loss_cls: 0.0725, s1.acc: 94.7184, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1102, s2.loss_cls: 0.0361, s2.acc: 94.5757, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0525, loss: 1.0705 2024-04-04 02:08:20,112 - mmdet - INFO - Epoch [23][2100/7330] lr: 4.612e-06, eta: 1 day, 18:12:15, time: 1.495, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1489, s0.acc: 94.7791, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2169, s1.loss_cls: 0.0713, s1.acc: 94.9396, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1092, s2.loss_cls: 0.0353, s2.acc: 94.7440, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0520, loss: 1.0476 2024-04-04 02:09:39,273 - mmdet - INFO - Epoch [23][2150/7330] lr: 4.612e-06, eta: 1 day, 18:11:01, time: 1.583, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1508, s0.acc: 94.7461, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2276, s1.loss_cls: 0.0714, s1.acc: 94.9364, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1136, s2.loss_cls: 0.0357, s2.acc: 94.7547, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0539, loss: 1.0716 2024-04-04 02:10:53,107 - mmdet - INFO - Epoch [23][2200/7330] lr: 4.612e-06, eta: 1 day, 18:09:45, time: 1.477, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1499, s0.acc: 94.7791, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2231, s1.loss_cls: 0.0721, s1.acc: 94.8940, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1113, s2.loss_cls: 0.0358, s2.acc: 94.7964, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0527, loss: 1.0436 2024-04-04 02:12:09,750 - mmdet - INFO - Epoch [23][2250/7330] lr: 4.612e-06, eta: 1 day, 18:08:30, time: 1.533, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1477, s0.acc: 94.8018, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2210, s1.loss_cls: 0.0693, s1.acc: 95.0093, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1098, s2.loss_cls: 0.0348, s2.acc: 94.8642, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0518, loss: 1.0464 2024-04-04 02:13:29,632 - mmdet - INFO - Epoch [23][2300/7330] lr: 4.612e-06, eta: 1 day, 18:07:17, time: 1.598, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1625, s0.acc: 94.3689, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2292, s1.loss_cls: 0.0768, s1.acc: 94.5205, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1130, s2.loss_cls: 0.0382, s2.acc: 94.4003, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0533, loss: 1.1015 2024-04-04 02:14:47,653 - mmdet - INFO - Epoch [23][2350/7330] lr: 4.612e-06, eta: 1 day, 18:06:03, time: 1.560, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1525, s0.acc: 94.6318, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2221, s1.loss_cls: 0.0723, s1.acc: 94.7219, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1097, s2.loss_cls: 0.0363, s2.acc: 94.5684, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0517, loss: 1.0704 2024-04-04 02:16:05,403 - mmdet - INFO - Epoch [23][2400/7330] lr: 4.612e-06, eta: 1 day, 18:04:49, time: 1.555, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1489, s0.acc: 94.7844, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2233, s1.loss_cls: 0.0703, s1.acc: 94.9096, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1101, s2.loss_cls: 0.0354, s2.acc: 94.7048, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0515, loss: 1.0495 2024-04-04 02:17:16,954 - mmdet - INFO - Epoch [23][2450/7330] lr: 4.612e-06, eta: 1 day, 18:03:31, time: 1.431, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1424, s0.acc: 95.0020, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2168, s1.loss_cls: 0.0680, s1.acc: 95.1012, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1073, s2.loss_cls: 0.0340, s2.acc: 94.9125, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0508, loss: 1.0135 2024-04-04 02:18:32,767 - mmdet - INFO - Epoch [23][2500/7330] lr: 4.612e-06, eta: 1 day, 18:02:15, time: 1.516, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1454, s0.acc: 94.8616, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2150, s1.loss_cls: 0.0703, s1.acc: 94.9117, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1074, s2.loss_cls: 0.0351, s2.acc: 94.8432, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0511, loss: 1.0302 2024-04-04 02:19:48,413 - mmdet - INFO - Epoch [23][2550/7330] lr: 4.612e-06, eta: 1 day, 18:01:00, time: 1.513, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1539, s0.acc: 94.4768, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2187, s1.loss_cls: 0.0725, s1.acc: 94.6321, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1087, s2.loss_cls: 0.0367, s2.acc: 94.4369, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0517, loss: 1.0673 2024-04-04 02:21:06,004 - mmdet - INFO - Epoch [23][2600/7330] lr: 4.612e-06, eta: 1 day, 17:59:45, time: 1.552, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1523, s0.acc: 94.7246, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2248, s1.loss_cls: 0.0726, s1.acc: 94.7803, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1110, s2.loss_cls: 0.0355, s2.acc: 94.7923, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0521, loss: 1.0457 2024-04-04 02:22:21,027 - mmdet - INFO - Epoch [23][2650/7330] lr: 4.612e-06, eta: 1 day, 17:58:29, time: 1.500, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1471, s0.acc: 94.7617, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2210, s1.loss_cls: 0.0708, s1.acc: 94.8951, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1113, s2.loss_cls: 0.0360, s2.acc: 94.7055, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0530, loss: 1.0474 2024-04-04 02:23:35,736 - mmdet - INFO - Epoch [23][2700/7330] lr: 4.612e-06, eta: 1 day, 17:57:13, time: 1.494, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1429, s0.acc: 94.9412, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2187, s1.loss_cls: 0.0679, s1.acc: 95.1102, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1084, s2.loss_cls: 0.0344, s2.acc: 94.9014, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0516, loss: 1.0168 2024-04-04 02:24:50,023 - mmdet - INFO - Epoch [23][2750/7330] lr: 4.612e-06, eta: 1 day, 17:55:57, time: 1.486, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1469, s0.acc: 94.8350, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2164, s1.loss_cls: 0.0702, s1.acc: 94.9912, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1085, s2.loss_cls: 0.0349, s2.acc: 94.8688, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0517, loss: 1.0314 2024-04-04 02:26:06,166 - mmdet - INFO - Epoch [23][2800/7330] lr: 4.612e-06, eta: 1 day, 17:54:42, time: 1.522, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1493, s0.acc: 94.6597, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2186, s1.loss_cls: 0.0714, s1.acc: 94.7567, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1099, s2.loss_cls: 0.0365, s2.acc: 94.4857, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0520, loss: 1.0616 2024-04-04 02:27:24,305 - mmdet - INFO - Epoch [23][2850/7330] lr: 4.612e-06, eta: 1 day, 17:53:28, time: 1.563, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1583, s0.acc: 94.5115, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2211, s1.loss_cls: 0.0742, s1.acc: 94.6613, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1094, s2.loss_cls: 0.0375, s2.acc: 94.4740, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0518, loss: 1.0734 2024-04-04 02:28:38,051 - mmdet - INFO - Epoch [23][2900/7330] lr: 4.612e-06, eta: 1 day, 17:52:11, time: 1.475, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1496, s0.acc: 94.6101, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2229, s1.loss_cls: 0.0710, s1.acc: 94.7385, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1115, s2.loss_cls: 0.0355, s2.acc: 94.6839, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0528, loss: 1.0520 2024-04-04 02:29:52,194 - mmdet - INFO - Epoch [23][2950/7330] lr: 4.612e-06, eta: 1 day, 17:50:54, time: 1.483, data_time: 0.064, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1508, s0.acc: 94.6367, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2196, s1.loss_cls: 0.0716, s1.acc: 94.7627, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1100, s2.loss_cls: 0.0358, s2.acc: 94.5633, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0518, loss: 1.0525 2024-04-04 02:31:08,931 - mmdet - INFO - Epoch [23][3000/7330] lr: 4.612e-06, eta: 1 day, 17:49:40, time: 1.535, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1428, s0.acc: 94.9719, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2195, s1.loss_cls: 0.0675, s1.acc: 95.1436, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1088, s2.loss_cls: 0.0339, s2.acc: 94.9812, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0515, loss: 1.0165 2024-04-04 02:32:23,942 - mmdet - INFO - Epoch [23][3050/7330] lr: 4.612e-06, eta: 1 day, 17:48:24, time: 1.500, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1510, s0.acc: 94.6753, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2178, s1.loss_cls: 0.0712, s1.acc: 94.7284, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1079, s2.loss_cls: 0.0357, s2.acc: 94.5793, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0507, loss: 1.0435 2024-04-04 02:33:37,566 - mmdet - INFO - Epoch [23][3100/7330] lr: 4.612e-06, eta: 1 day, 17:47:07, time: 1.472, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1502, s0.acc: 94.6550, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2295, s1.loss_cls: 0.0716, s1.acc: 94.7803, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1142, s2.loss_cls: 0.0360, s2.acc: 94.7102, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0536, loss: 1.0750 2024-04-04 02:34:50,628 - mmdet - INFO - Epoch [23][3150/7330] lr: 4.612e-06, eta: 1 day, 17:45:50, time: 1.461, data_time: 0.067, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1485, s0.acc: 94.8032, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2233, s1.loss_cls: 0.0713, s1.acc: 94.9183, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1124, s2.loss_cls: 0.0358, s2.acc: 94.7804, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0538, loss: 1.0581 2024-04-04 02:36:07,449 - mmdet - INFO - Epoch [23][3200/7330] lr: 4.612e-06, eta: 1 day, 17:44:35, time: 1.536, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1406, s0.acc: 95.0872, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2182, s1.loss_cls: 0.0668, s1.acc: 95.2073, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1091, s2.loss_cls: 0.0333, s2.acc: 95.0678, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0513, loss: 1.0232 2024-04-04 02:37:22,888 - mmdet - INFO - Epoch [23][3250/7330] lr: 4.612e-06, eta: 1 day, 17:43:19, time: 1.509, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1525, s0.acc: 94.5625, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2195, s1.loss_cls: 0.0724, s1.acc: 94.6984, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1103, s2.loss_cls: 0.0366, s2.acc: 94.5451, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0523, loss: 1.0723 2024-04-04 02:38:42,021 - mmdet - INFO - Epoch [23][3300/7330] lr: 4.612e-06, eta: 1 day, 17:42:06, time: 1.583, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1564, s0.acc: 94.5413, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2208, s1.loss_cls: 0.0740, s1.acc: 94.7979, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1106, s2.loss_cls: 0.0374, s2.acc: 94.5008, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0522, loss: 1.0820 2024-04-04 02:39:59,798 - mmdet - INFO - Epoch [23][3350/7330] lr: 4.612e-06, eta: 1 day, 17:40:52, time: 1.556, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1501, s0.acc: 94.7185, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2164, s1.loss_cls: 0.0707, s1.acc: 94.9365, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1077, s2.loss_cls: 0.0353, s2.acc: 94.7942, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0512, loss: 1.0446 2024-04-04 02:41:15,477 - mmdet - INFO - Epoch [23][3400/7330] lr: 4.612e-06, eta: 1 day, 17:39:36, time: 1.514, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1470, s0.acc: 94.8818, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2177, s1.loss_cls: 0.0696, s1.acc: 95.0258, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1078, s2.loss_cls: 0.0349, s2.acc: 94.8726, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0510, loss: 1.0296 2024-04-04 02:42:31,130 - mmdet - INFO - Epoch [23][3450/7330] lr: 4.612e-06, eta: 1 day, 17:38:21, time: 1.513, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1529, s0.acc: 94.5623, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2169, s1.loss_cls: 0.0722, s1.acc: 94.7924, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1077, s2.loss_cls: 0.0356, s2.acc: 94.7547, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0508, loss: 1.0525 2024-04-04 02:43:47,405 - mmdet - INFO - Epoch [23][3500/7330] lr: 4.612e-06, eta: 1 day, 17:37:05, time: 1.525, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1504, s0.acc: 94.6917, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2232, s1.loss_cls: 0.0706, s1.acc: 94.8647, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1112, s2.loss_cls: 0.0357, s2.acc: 94.6623, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0525, loss: 1.0625 2024-04-04 02:45:07,523 - mmdet - INFO - Epoch [23][3550/7330] lr: 4.612e-06, eta: 1 day, 17:35:53, time: 1.602, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1470, s0.acc: 94.9600, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2203, s1.loss_cls: 0.0702, s1.acc: 95.0050, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1102, s2.loss_cls: 0.0352, s2.acc: 94.8129, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0523, loss: 1.0298 2024-04-04 02:46:23,910 - mmdet - INFO - Epoch [23][3600/7330] lr: 4.612e-06, eta: 1 day, 17:34:37, time: 1.528, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1518, s0.acc: 94.6567, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2226, s1.loss_cls: 0.0712, s1.acc: 94.8570, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1109, s2.loss_cls: 0.0350, s2.acc: 94.7834, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0524, loss: 1.0428 2024-04-04 02:47:40,135 - mmdet - INFO - Epoch [23][3650/7330] lr: 4.612e-06, eta: 1 day, 17:33:22, time: 1.524, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1533, s0.acc: 94.5969, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2264, s1.loss_cls: 0.0739, s1.acc: 94.6673, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1121, s2.loss_cls: 0.0371, s2.acc: 94.4937, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0527, loss: 1.0752 2024-04-04 02:48:56,932 - mmdet - INFO - Epoch [23][3700/7330] lr: 4.612e-06, eta: 1 day, 17:32:07, time: 1.536, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1494, s0.acc: 94.7959, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2225, s1.loss_cls: 0.0695, s1.acc: 95.0708, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1107, s2.loss_cls: 0.0348, s2.acc: 94.9672, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0523, loss: 1.0516 2024-04-04 02:50:12,698 - mmdet - INFO - Epoch [23][3750/7330] lr: 4.612e-06, eta: 1 day, 17:30:52, time: 1.515, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1546, s0.acc: 94.5466, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2294, s1.loss_cls: 0.0725, s1.acc: 94.7256, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1129, s2.loss_cls: 0.0367, s2.acc: 94.5017, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0536, loss: 1.0955 2024-04-04 02:51:28,309 - mmdet - INFO - Epoch [23][3800/7330] lr: 4.612e-06, eta: 1 day, 17:29:36, time: 1.512, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1464, s0.acc: 94.7683, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2236, s1.loss_cls: 0.0693, s1.acc: 94.9263, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1096, s2.loss_cls: 0.0348, s2.acc: 94.7140, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0517, loss: 1.0457 2024-04-04 02:52:44,073 - mmdet - INFO - Epoch [23][3850/7330] lr: 4.612e-06, eta: 1 day, 17:28:21, time: 1.515, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1410, s0.acc: 95.0667, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2226, s1.loss_cls: 0.0673, s1.acc: 95.2044, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1100, s2.loss_cls: 0.0342, s2.acc: 94.9267, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0520, loss: 1.0313 2024-04-04 02:53:59,331 - mmdet - INFO - Epoch [23][3900/7330] lr: 4.612e-06, eta: 1 day, 17:27:05, time: 1.505, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1480, s0.acc: 94.7197, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2240, s1.loss_cls: 0.0705, s1.acc: 94.9382, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1114, s2.loss_cls: 0.0361, s2.acc: 94.7533, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0526, loss: 1.0575 2024-04-04 02:55:12,363 - mmdet - INFO - Epoch [23][3950/7330] lr: 4.612e-06, eta: 1 day, 17:25:48, time: 1.461, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1440, s0.acc: 94.9868, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2185, s1.loss_cls: 0.0687, s1.acc: 95.1235, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1092, s2.loss_cls: 0.0349, s2.acc: 94.9244, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0518, loss: 1.0275 2024-04-04 02:56:24,638 - mmdet - INFO - Epoch [23][4000/7330] lr: 4.612e-06, eta: 1 day, 17:24:30, time: 1.445, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1417, s0.acc: 95.0374, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2181, s1.loss_cls: 0.0670, s1.acc: 95.2349, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1094, s2.loss_cls: 0.0339, s2.acc: 95.0618, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0521, loss: 1.0197 2024-04-04 02:57:40,195 - mmdet - INFO - Epoch [23][4050/7330] lr: 4.612e-06, eta: 1 day, 17:23:15, time: 1.511, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1419, s0.acc: 95.0620, s0.loss_bbox: 0.2040, s0.loss_mask: 0.2168, s1.loss_cls: 0.0674, s1.acc: 95.2664, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1082, s2.loss_cls: 0.0336, s2.acc: 95.1109, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0511, loss: 1.0015 2024-04-04 02:58:54,433 - mmdet - INFO - Epoch [23][4100/7330] lr: 4.612e-06, eta: 1 day, 17:21:59, time: 1.485, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1533, s0.acc: 94.4980, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2196, s1.loss_cls: 0.0725, s1.acc: 94.6299, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1103, s2.loss_cls: 0.0357, s2.acc: 94.7274, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0521, loss: 1.0717 2024-04-04 03:00:09,052 - mmdet - INFO - Epoch [23][4150/7330] lr: 4.612e-06, eta: 1 day, 17:20:42, time: 1.492, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1490, s0.acc: 94.7322, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2219, s1.loss_cls: 0.0704, s1.acc: 94.9064, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1094, s2.loss_cls: 0.0351, s2.acc: 94.7299, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0515, loss: 1.0496 2024-04-04 03:01:25,637 - mmdet - INFO - Epoch [23][4200/7330] lr: 4.612e-06, eta: 1 day, 17:19:27, time: 1.532, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1478, s0.acc: 94.8513, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2211, s1.loss_cls: 0.0703, s1.acc: 95.0007, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1095, s2.loss_cls: 0.0354, s2.acc: 94.8589, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0520, loss: 1.0396 2024-04-04 03:02:43,332 - mmdet - INFO - Epoch [23][4250/7330] lr: 4.612e-06, eta: 1 day, 17:18:13, time: 1.554, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1550, s0.acc: 94.5229, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2232, s1.loss_cls: 0.0723, s1.acc: 94.7838, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1116, s2.loss_cls: 0.0366, s2.acc: 94.4929, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0528, loss: 1.0779 2024-04-04 03:04:02,479 - mmdet - INFO - Epoch [23][4300/7330] lr: 4.612e-06, eta: 1 day, 17:17:00, time: 1.583, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1543, s0.acc: 94.5820, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2214, s1.loss_cls: 0.0726, s1.acc: 94.7704, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1095, s2.loss_cls: 0.0365, s2.acc: 94.6479, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0517, loss: 1.0630 2024-04-04 03:05:21,016 - mmdet - INFO - Epoch [23][4350/7330] lr: 4.612e-06, eta: 1 day, 17:15:46, time: 1.571, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1451, s0.acc: 94.9492, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2177, s1.loss_cls: 0.0682, s1.acc: 95.1654, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1085, s2.loss_cls: 0.0340, s2.acc: 94.9749, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0512, loss: 1.0274 2024-04-04 03:06:38,146 - mmdet - INFO - Epoch [23][4400/7330] lr: 4.612e-06, eta: 1 day, 17:14:31, time: 1.543, data_time: 0.045, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1519, s0.acc: 94.6794, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2228, s1.loss_cls: 0.0723, s1.acc: 94.7898, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1094, s2.loss_cls: 0.0363, s2.acc: 94.6576, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0515, loss: 1.0571 2024-04-04 03:07:56,045 - mmdet - INFO - Epoch [23][4450/7330] lr: 4.612e-06, eta: 1 day, 17:13:17, time: 1.558, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1471, s0.acc: 94.9009, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2196, s1.loss_cls: 0.0689, s1.acc: 95.0846, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1089, s2.loss_cls: 0.0346, s2.acc: 94.9161, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0512, loss: 1.0297 2024-04-04 03:09:13,530 - mmdet - INFO - Epoch [23][4500/7330] lr: 4.612e-06, eta: 1 day, 17:12:02, time: 1.550, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1525, s0.acc: 94.7219, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2197, s1.loss_cls: 0.0725, s1.acc: 94.8429, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1098, s2.loss_cls: 0.0356, s2.acc: 94.8006, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0520, loss: 1.0490 2024-04-04 03:10:27,140 - mmdet - INFO - Epoch [23][4550/7330] lr: 4.612e-06, eta: 1 day, 17:10:46, time: 1.472, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1479, s0.acc: 94.7854, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2204, s1.loss_cls: 0.0690, s1.acc: 94.9862, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1106, s2.loss_cls: 0.0351, s2.acc: 94.7471, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0527, loss: 1.0477 2024-04-04 03:11:40,891 - mmdet - INFO - Epoch [23][4600/7330] lr: 4.612e-06, eta: 1 day, 17:09:29, time: 1.475, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1554, s0.acc: 94.3950, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2213, s1.loss_cls: 0.0744, s1.acc: 94.5176, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1117, s2.loss_cls: 0.0373, s2.acc: 94.3033, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0528, loss: 1.0789 2024-04-04 03:12:54,213 - mmdet - INFO - Epoch [23][4650/7330] lr: 4.612e-06, eta: 1 day, 17:08:12, time: 1.466, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1475, s0.acc: 94.7603, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2167, s1.loss_cls: 0.0701, s1.acc: 94.8967, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1087, s2.loss_cls: 0.0355, s2.acc: 94.7360, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0513, loss: 1.0383 2024-04-04 03:14:09,214 - mmdet - INFO - Epoch [23][4700/7330] lr: 4.612e-06, eta: 1 day, 17:06:56, time: 1.500, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1528, s0.acc: 94.6704, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2180, s1.loss_cls: 0.0726, s1.acc: 94.7843, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1084, s2.loss_cls: 0.0368, s2.acc: 94.4953, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0514, loss: 1.0485 2024-04-04 03:15:25,198 - mmdet - INFO - Epoch [23][4750/7330] lr: 4.612e-06, eta: 1 day, 17:05:41, time: 1.520, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1521, s0.acc: 94.6750, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2190, s1.loss_cls: 0.0722, s1.acc: 94.7773, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1097, s2.loss_cls: 0.0360, s2.acc: 94.6016, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0519, loss: 1.0596 2024-04-04 03:16:40,164 - mmdet - INFO - Epoch [23][4800/7330] lr: 4.612e-06, eta: 1 day, 17:04:25, time: 1.499, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1470, s0.acc: 94.7971, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2204, s1.loss_cls: 0.0698, s1.acc: 94.9167, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1097, s2.loss_cls: 0.0352, s2.acc: 94.8078, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0521, loss: 1.0315 2024-04-04 03:18:01,668 - mmdet - INFO - Epoch [23][4850/7330] lr: 4.612e-06, eta: 1 day, 17:03:13, time: 1.630, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1522, s0.acc: 94.6643, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2253, s1.loss_cls: 0.0733, s1.acc: 94.7686, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1098, s2.loss_cls: 0.0365, s2.acc: 94.6038, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0519, loss: 1.0538 2024-04-04 03:19:18,796 - mmdet - INFO - Epoch [23][4900/7330] lr: 4.612e-06, eta: 1 day, 17:01:58, time: 1.543, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1542, s0.acc: 94.5088, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2207, s1.loss_cls: 0.0727, s1.acc: 94.7413, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1094, s2.loss_cls: 0.0365, s2.acc: 94.6000, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0518, loss: 1.0747 2024-04-04 03:20:39,220 - mmdet - INFO - Epoch [23][4950/7330] lr: 4.612e-06, eta: 1 day, 17:00:45, time: 1.608, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1601, s0.acc: 94.3779, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2275, s1.loss_cls: 0.0765, s1.acc: 94.4759, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1132, s2.loss_cls: 0.0378, s2.acc: 94.4321, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0534, loss: 1.1045 2024-04-04 03:21:53,591 - mmdet - INFO - Epoch [23][5000/7330] lr: 4.612e-06, eta: 1 day, 16:59:29, time: 1.487, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1459, s0.acc: 94.8213, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2167, s1.loss_cls: 0.0709, s1.acc: 94.8789, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1080, s2.loss_cls: 0.0354, s2.acc: 94.7227, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0513, loss: 1.0269 2024-04-04 03:23:04,447 - mmdet - INFO - Epoch [23][5050/7330] lr: 4.612e-06, eta: 1 day, 16:58:11, time: 1.417, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1547, s0.acc: 94.5857, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2232, s1.loss_cls: 0.0728, s1.acc: 94.7295, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1102, s2.loss_cls: 0.0360, s2.acc: 94.6131, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0518, loss: 1.0668 2024-04-04 03:24:20,084 - mmdet - INFO - Epoch [23][5100/7330] lr: 4.612e-06, eta: 1 day, 16:56:55, time: 1.513, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1546, s0.acc: 94.4902, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2272, s1.loss_cls: 0.0739, s1.acc: 94.6220, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1129, s2.loss_cls: 0.0373, s2.acc: 94.4852, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0531, loss: 1.0935 2024-04-04 03:25:33,695 - mmdet - INFO - Epoch [23][5150/7330] lr: 4.612e-06, eta: 1 day, 16:55:38, time: 1.472, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1552, s0.acc: 94.5029, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2240, s1.loss_cls: 0.0734, s1.acc: 94.6900, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1110, s2.loss_cls: 0.0365, s2.acc: 94.5114, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0523, loss: 1.0775 2024-04-04 03:26:46,444 - mmdet - INFO - Epoch [23][5200/7330] lr: 4.612e-06, eta: 1 day, 16:54:21, time: 1.455, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1458, s0.acc: 94.7622, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2196, s1.loss_cls: 0.0685, s1.acc: 94.9572, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1095, s2.loss_cls: 0.0345, s2.acc: 94.7583, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0516, loss: 1.0409 2024-04-04 03:28:01,459 - mmdet - INFO - Epoch [23][5250/7330] lr: 4.612e-06, eta: 1 day, 16:53:05, time: 1.500, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1528, s0.acc: 94.6558, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2246, s1.loss_cls: 0.0722, s1.acc: 94.8001, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1118, s2.loss_cls: 0.0357, s2.acc: 94.7775, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0525, loss: 1.0712 2024-04-04 03:29:19,361 - mmdet - INFO - Epoch [23][5300/7330] lr: 4.612e-06, eta: 1 day, 16:51:51, time: 1.558, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1447, s0.acc: 94.9155, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2195, s1.loss_cls: 0.0682, s1.acc: 95.0948, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1103, s2.loss_cls: 0.0340, s2.acc: 94.9880, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0523, loss: 1.0396 2024-04-04 03:30:35,243 - mmdet - INFO - Epoch [23][5350/7330] lr: 4.612e-06, eta: 1 day, 16:50:36, time: 1.518, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1537, s0.acc: 94.6313, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2239, s1.loss_cls: 0.0734, s1.acc: 94.7956, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1115, s2.loss_cls: 0.0367, s2.acc: 94.6357, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0527, loss: 1.0608 2024-04-04 03:31:52,508 - mmdet - INFO - Epoch [23][5400/7330] lr: 4.612e-06, eta: 1 day, 16:49:21, time: 1.545, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1500, s0.acc: 94.7803, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2229, s1.loss_cls: 0.0699, s1.acc: 95.0130, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1114, s2.loss_cls: 0.0351, s2.acc: 94.8059, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0526, loss: 1.0527 2024-04-04 03:33:06,380 - mmdet - INFO - Epoch [23][5450/7330] lr: 4.612e-06, eta: 1 day, 16:48:05, time: 1.477, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1504, s0.acc: 94.7134, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2253, s1.loss_cls: 0.0716, s1.acc: 94.8595, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1112, s2.loss_cls: 0.0360, s2.acc: 94.7196, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0522, loss: 1.0587 2024-04-04 03:34:24,414 - mmdet - INFO - Epoch [23][5500/7330] lr: 4.612e-06, eta: 1 day, 16:46:50, time: 1.561, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1469, s0.acc: 94.7764, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2185, s1.loss_cls: 0.0702, s1.acc: 94.8778, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1093, s2.loss_cls: 0.0354, s2.acc: 94.6159, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0517, loss: 1.0354 2024-04-04 03:35:45,483 - mmdet - INFO - Epoch [23][5550/7330] lr: 4.612e-06, eta: 1 day, 16:45:38, time: 1.621, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1476, s0.acc: 94.8733, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2153, s1.loss_cls: 0.0698, s1.acc: 95.0856, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1076, s2.loss_cls: 0.0348, s2.acc: 94.8290, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0510, loss: 1.0348 2024-04-04 03:37:02,671 - mmdet - INFO - Epoch [23][5600/7330] lr: 4.612e-06, eta: 1 day, 16:44:23, time: 1.544, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1456, s0.acc: 94.9233, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2177, s1.loss_cls: 0.0681, s1.acc: 95.0942, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1096, s2.loss_cls: 0.0339, s2.acc: 94.9297, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0520, loss: 1.0331 2024-04-04 03:38:19,351 - mmdet - INFO - Epoch [23][5650/7330] lr: 4.612e-06, eta: 1 day, 16:43:08, time: 1.534, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1572, s0.acc: 94.5005, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2273, s1.loss_cls: 0.0752, s1.acc: 94.6451, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1133, s2.loss_cls: 0.0374, s2.acc: 94.5014, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0533, loss: 1.0903 2024-04-04 03:39:36,479 - mmdet - INFO - Epoch [23][5700/7330] lr: 4.612e-06, eta: 1 day, 16:41:54, time: 1.542, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1492, s0.acc: 94.8020, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2229, s1.loss_cls: 0.0713, s1.acc: 94.9000, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1100, s2.loss_cls: 0.0364, s2.acc: 94.6729, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0518, loss: 1.0453 2024-04-04 03:40:52,640 - mmdet - INFO - Epoch [23][5750/7330] lr: 4.612e-06, eta: 1 day, 16:40:38, time: 1.523, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1461, s0.acc: 94.8186, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2207, s1.loss_cls: 0.0696, s1.acc: 94.9781, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1089, s2.loss_cls: 0.0352, s2.acc: 94.7804, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0516, loss: 1.0312 2024-04-04 03:42:06,252 - mmdet - INFO - Epoch [23][5800/7330] lr: 4.612e-06, eta: 1 day, 16:39:22, time: 1.472, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1567, s0.acc: 94.5479, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2214, s1.loss_cls: 0.0741, s1.acc: 94.7139, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1109, s2.loss_cls: 0.0370, s2.acc: 94.5204, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0528, loss: 1.0726 2024-04-04 03:43:22,561 - mmdet - INFO - Epoch [23][5850/7330] lr: 4.612e-06, eta: 1 day, 16:38:07, time: 1.526, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1528, s0.acc: 94.5491, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2226, s1.loss_cls: 0.0719, s1.acc: 94.6910, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1109, s2.loss_cls: 0.0364, s2.acc: 94.4947, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0525, loss: 1.0674 2024-04-04 03:44:34,784 - mmdet - INFO - Epoch [23][5900/7330] lr: 4.612e-06, eta: 1 day, 16:36:49, time: 1.445, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1469, s0.acc: 94.8840, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2218, s1.loss_cls: 0.0695, s1.acc: 95.0511, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1096, s2.loss_cls: 0.0349, s2.acc: 94.8738, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0514, loss: 1.0412 2024-04-04 03:45:49,782 - mmdet - INFO - Epoch [23][5950/7330] lr: 4.612e-06, eta: 1 day, 16:35:33, time: 1.500, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1577, s0.acc: 94.4529, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2226, s1.loss_cls: 0.0749, s1.acc: 94.5860, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1108, s2.loss_cls: 0.0380, s2.acc: 94.3221, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0525, loss: 1.0826 2024-04-04 03:47:04,533 - mmdet - INFO - Epoch [23][6000/7330] lr: 4.612e-06, eta: 1 day, 16:34:17, time: 1.495, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1484, s0.acc: 94.6968, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2283, s1.loss_cls: 0.0711, s1.acc: 94.8024, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1126, s2.loss_cls: 0.0359, s2.acc: 94.5852, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0529, loss: 1.0660 2024-04-04 03:48:18,998 - mmdet - INFO - Epoch [23][6050/7330] lr: 4.612e-06, eta: 1 day, 16:33:01, time: 1.489, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1409, s0.acc: 95.0410, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2214, s1.loss_cls: 0.0675, s1.acc: 95.1572, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1102, s2.loss_cls: 0.0338, s2.acc: 94.9251, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0519, loss: 1.0239 2024-04-04 03:49:33,328 - mmdet - INFO - Epoch [23][6100/7330] lr: 4.612e-06, eta: 1 day, 16:31:44, time: 1.486, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1483, s0.acc: 94.7158, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2197, s1.loss_cls: 0.0709, s1.acc: 94.9047, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1099, s2.loss_cls: 0.0356, s2.acc: 94.7202, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0523, loss: 1.0557 2024-04-04 03:50:49,200 - mmdet - INFO - Epoch [23][6150/7330] lr: 4.612e-06, eta: 1 day, 16:30:29, time: 1.518, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1498, s0.acc: 94.7759, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2206, s1.loss_cls: 0.0717, s1.acc: 94.9152, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1102, s2.loss_cls: 0.0361, s2.acc: 94.7355, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0521, loss: 1.0559 2024-04-04 03:52:00,274 - mmdet - INFO - Epoch [23][6200/7330] lr: 4.612e-06, eta: 1 day, 16:29:11, time: 1.422, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1442, s0.acc: 94.9226, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2175, s1.loss_cls: 0.0686, s1.acc: 95.0290, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1083, s2.loss_cls: 0.0347, s2.acc: 94.8444, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0510, loss: 1.0202 2024-04-04 03:53:18,241 - mmdet - INFO - Epoch [23][6250/7330] lr: 4.612e-06, eta: 1 day, 16:27:57, time: 1.559, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1483, s0.acc: 94.8499, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2206, s1.loss_cls: 0.0694, s1.acc: 95.0366, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1094, s2.loss_cls: 0.0347, s2.acc: 94.8459, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0520, loss: 1.0303 2024-04-04 03:54:34,358 - mmdet - INFO - Epoch [23][6300/7330] lr: 4.612e-06, eta: 1 day, 16:26:41, time: 1.522, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1505, s0.acc: 94.7424, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2217, s1.loss_cls: 0.0711, s1.acc: 94.8317, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1110, s2.loss_cls: 0.0358, s2.acc: 94.7195, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0526, loss: 1.0525 2024-04-04 03:55:53,089 - mmdet - INFO - Epoch [23][6350/7330] lr: 4.612e-06, eta: 1 day, 16:25:28, time: 1.575, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1469, s0.acc: 94.8669, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2190, s1.loss_cls: 0.0694, s1.acc: 95.0453, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1095, s2.loss_cls: 0.0347, s2.acc: 94.9067, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0516, loss: 1.0242 2024-04-04 03:57:12,586 - mmdet - INFO - Epoch [23][6400/7330] lr: 4.612e-06, eta: 1 day, 16:24:14, time: 1.590, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1568, s0.acc: 94.4705, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2303, s1.loss_cls: 0.0737, s1.acc: 94.6401, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1133, s2.loss_cls: 0.0367, s2.acc: 94.5466, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0532, loss: 1.0878 2024-04-04 03:58:30,250 - mmdet - INFO - Epoch [23][6450/7330] lr: 4.612e-06, eta: 1 day, 16:23:00, time: 1.553, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1480, s0.acc: 94.8279, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2212, s1.loss_cls: 0.0703, s1.acc: 94.9482, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1111, s2.loss_cls: 0.0347, s2.acc: 94.7864, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0527, loss: 1.0417 2024-04-04 03:59:45,606 - mmdet - INFO - Epoch [23][6500/7330] lr: 4.612e-06, eta: 1 day, 16:21:44, time: 1.507, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1525, s0.acc: 94.6353, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2178, s1.loss_cls: 0.0734, s1.acc: 94.7169, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1090, s2.loss_cls: 0.0365, s2.acc: 94.6381, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0516, loss: 1.0524 2024-04-04 04:00:59,408 - mmdet - INFO - Epoch [23][6550/7330] lr: 4.612e-06, eta: 1 day, 16:20:28, time: 1.476, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1511, s0.acc: 94.7231, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2173, s1.loss_cls: 0.0731, s1.acc: 94.7195, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1079, s2.loss_cls: 0.0367, s2.acc: 94.5243, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0511, loss: 1.0372 2024-04-04 04:02:17,171 - mmdet - INFO - Epoch [23][6600/7330] lr: 4.612e-06, eta: 1 day, 16:19:13, time: 1.555, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1540, s0.acc: 94.5681, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2212, s1.loss_cls: 0.0733, s1.acc: 94.6836, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1099, s2.loss_cls: 0.0364, s2.acc: 94.5133, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0521, loss: 1.0697 2024-04-04 04:03:32,434 - mmdet - INFO - Epoch [23][6650/7330] lr: 4.612e-06, eta: 1 day, 16:17:57, time: 1.505, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1482, s0.acc: 94.8057, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2190, s1.loss_cls: 0.0708, s1.acc: 94.9332, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1089, s2.loss_cls: 0.0354, s2.acc: 94.8347, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0513, loss: 1.0349 2024-04-04 04:04:46,173 - mmdet - INFO - Epoch [23][6700/7330] lr: 4.612e-06, eta: 1 day, 16:16:41, time: 1.475, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1532, s0.acc: 94.7029, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2232, s1.loss_cls: 0.0735, s1.acc: 94.8076, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1113, s2.loss_cls: 0.0361, s2.acc: 94.7593, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0528, loss: 1.0721 2024-04-04 04:06:02,039 - mmdet - INFO - Epoch [23][6750/7330] lr: 4.612e-06, eta: 1 day, 16:15:25, time: 1.517, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1506, s0.acc: 94.7642, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2223, s1.loss_cls: 0.0720, s1.acc: 94.8914, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1101, s2.loss_cls: 0.0359, s2.acc: 94.7646, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0524, loss: 1.0534 2024-04-04 04:07:17,097 - mmdet - INFO - Epoch [23][6800/7330] lr: 4.612e-06, eta: 1 day, 16:14:10, time: 1.501, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1574, s0.acc: 94.3860, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2237, s1.loss_cls: 0.0757, s1.acc: 94.5147, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1109, s2.loss_cls: 0.0383, s2.acc: 94.2633, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0523, loss: 1.0946 2024-04-04 04:08:35,236 - mmdet - INFO - Epoch [23][6850/7330] lr: 4.612e-06, eta: 1 day, 16:12:55, time: 1.563, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1458, s0.acc: 94.7485, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2199, s1.loss_cls: 0.0695, s1.acc: 94.8967, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1094, s2.loss_cls: 0.0347, s2.acc: 94.7679, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0514, loss: 1.0334 2024-04-04 04:09:50,240 - mmdet - INFO - Epoch [23][6900/7330] lr: 4.612e-06, eta: 1 day, 16:11:39, time: 1.500, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1514, s0.acc: 94.6348, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2269, s1.loss_cls: 0.0717, s1.acc: 94.8202, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1121, s2.loss_cls: 0.0358, s2.acc: 94.6152, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0532, loss: 1.0742 2024-04-04 04:11:07,885 - mmdet - INFO - Epoch [23][6950/7330] lr: 4.612e-06, eta: 1 day, 16:10:25, time: 1.553, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1611, s0.acc: 94.3179, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2277, s1.loss_cls: 0.0754, s1.acc: 94.5775, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1126, s2.loss_cls: 0.0374, s2.acc: 94.4061, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0529, loss: 1.1001 2024-04-04 04:12:23,179 - mmdet - INFO - Epoch [23][7000/7330] lr: 4.612e-06, eta: 1 day, 16:09:09, time: 1.506, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1522, s0.acc: 94.6450, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2181, s1.loss_cls: 0.0716, s1.acc: 94.7851, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1094, s2.loss_cls: 0.0366, s2.acc: 94.5015, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0517, loss: 1.0638 2024-04-04 04:13:36,494 - mmdet - INFO - Epoch [23][7050/7330] lr: 4.612e-06, eta: 1 day, 16:07:52, time: 1.466, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1471, s0.acc: 94.8999, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2192, s1.loss_cls: 0.0697, s1.acc: 95.0803, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1085, s2.loss_cls: 0.0349, s2.acc: 94.9906, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0514, loss: 1.0323 2024-04-04 04:14:48,841 - mmdet - INFO - Epoch [23][7100/7330] lr: 4.612e-06, eta: 1 day, 16:06:35, time: 1.447, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1642, s0.acc: 94.3235, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2271, s1.loss_cls: 0.0780, s1.acc: 94.4493, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1127, s2.loss_cls: 0.0389, s2.acc: 94.3219, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0536, loss: 1.1115 2024-04-04 04:16:02,592 - mmdet - INFO - Epoch [23][7150/7330] lr: 4.612e-06, eta: 1 day, 16:05:18, time: 1.475, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1453, s0.acc: 94.9031, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2177, s1.loss_cls: 0.0693, s1.acc: 95.0054, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1089, s2.loss_cls: 0.0348, s2.acc: 94.8658, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0516, loss: 1.0173 2024-04-04 04:17:15,024 - mmdet - INFO - Epoch [23][7200/7330] lr: 4.612e-06, eta: 1 day, 16:04:01, time: 1.449, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1480, s0.acc: 94.8215, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2207, s1.loss_cls: 0.0694, s1.acc: 95.0224, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1108, s2.loss_cls: 0.0347, s2.acc: 94.8680, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0524, loss: 1.0431 2024-04-04 04:18:33,210 - mmdet - INFO - Epoch [23][7250/7330] lr: 4.612e-06, eta: 1 day, 16:02:47, time: 1.564, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1544, s0.acc: 94.6462, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2191, s1.loss_cls: 0.0724, s1.acc: 94.8754, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1099, s2.loss_cls: 0.0360, s2.acc: 94.7336, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0516, loss: 1.0572 2024-04-04 04:19:51,402 - mmdet - INFO - Epoch [23][7300/7330] lr: 4.612e-06, eta: 1 day, 16:01:33, time: 1.564, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1546, s0.acc: 94.5059, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2239, s1.loss_cls: 0.0733, s1.acc: 94.6626, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1105, s2.loss_cls: 0.0364, s2.acc: 94.5785, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0521, loss: 1.0701 2024-04-04 04:20:34,006 - mmdet - INFO - Saving checkpoint at 23 epochs 2024-04-04 04:28:22,563 - mmdet - INFO - Evaluating bbox... 2024-04-04 04:29:01,796 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.507 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.692 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.550 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.324 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 ] = 0.646 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.637 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 ] = 0.675 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.772 2024-04-04 04:29:01,796 - mmdet - INFO - Evaluating segm... 2024-04-04 04:29:49,620 - 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 ] = 0.667 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.479 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.236 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.478 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.619 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.560 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 ] = 0.373 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.600 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.712 2024-04-04 04:29:50,218 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-04 04:29:50,222 - mmdet - INFO - Epoch(val) [23][1250] bbox_mAP: 0.5070, bbox_mAP_50: 0.6920, bbox_mAP_75: 0.5500, bbox_mAP_s: 0.3240, bbox_mAP_m: 0.5490, bbox_mAP_l: 0.6460, bbox_mAP_copypaste: 0.507 0.692 0.550 0.324 0.549 0.646, segm_mAP: 0.4400, segm_mAP_50: 0.6670, segm_mAP_75: 0.4790, segm_mAP_s: 0.2360, segm_mAP_m: 0.4780, segm_mAP_l: 0.6190, segm_mAP_copypaste: 0.440 0.667 0.479 0.236 0.478 0.619 2024-04-04 04:31:10,526 - mmdet - INFO - Epoch [24][50/7330] lr: 4.612e-06, eta: 1 day, 15:59:09, time: 1.605, data_time: 0.111, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1431, s0.acc: 94.9558, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2189, s1.loss_cls: 0.0682, s1.acc: 95.0368, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1087, s2.loss_cls: 0.0341, s2.acc: 94.8729, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0514, loss: 1.0225 2024-04-04 04:32:25,086 - mmdet - INFO - Epoch [24][100/7330] lr: 4.612e-06, eta: 1 day, 15:57:53, time: 1.492, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1450, s0.acc: 94.7263, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2194, s1.loss_cls: 0.0692, s1.acc: 94.9296, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1094, s2.loss_cls: 0.0352, s2.acc: 94.7416, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0517, loss: 1.0421 2024-04-04 04:33:44,691 - mmdet - INFO - Epoch [24][150/7330] lr: 4.612e-06, eta: 1 day, 15:56:39, time: 1.592, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1450, s0.acc: 94.8599, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2206, s1.loss_cls: 0.0678, s1.acc: 95.0746, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1099, s2.loss_cls: 0.0335, s2.acc: 94.9778, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0519, loss: 1.0386 2024-04-04 04:35:03,069 - mmdet - INFO - Epoch [24][200/7330] lr: 4.612e-06, eta: 1 day, 15:55:25, time: 1.568, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1402, s0.acc: 95.0410, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2165, s1.loss_cls: 0.0662, s1.acc: 95.2502, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1082, s2.loss_cls: 0.0334, s2.acc: 95.0433, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0516, loss: 1.0127 2024-04-04 04:36:20,197 - mmdet - INFO - Epoch [24][250/7330] lr: 4.612e-06, eta: 1 day, 15:54:11, time: 1.542, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1428, s0.acc: 94.9556, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2212, s1.loss_cls: 0.0671, s1.acc: 95.1389, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1094, s2.loss_cls: 0.0337, s2.acc: 94.9835, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0515, loss: 1.0331 2024-04-04 04:37:35,064 - mmdet - INFO - Epoch [24][300/7330] lr: 4.612e-06, eta: 1 day, 15:52:55, time: 1.497, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1524, s0.acc: 94.5361, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2222, s1.loss_cls: 0.0713, s1.acc: 94.8116, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1105, s2.loss_cls: 0.0358, s2.acc: 94.6534, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0522, loss: 1.0705 2024-04-04 04:38:51,251 - mmdet - INFO - Epoch [24][350/7330] lr: 4.612e-06, eta: 1 day, 15:51:40, time: 1.523, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1459, s0.acc: 94.9199, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2191, s1.loss_cls: 0.0690, s1.acc: 95.0948, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1081, s2.loss_cls: 0.0345, s2.acc: 94.9389, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0510, loss: 1.0275 2024-04-04 04:40:07,757 - mmdet - INFO - Epoch [24][400/7330] lr: 4.612e-06, eta: 1 day, 15:50:25, time: 1.531, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1446, s0.acc: 94.8745, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2205, s1.loss_cls: 0.0681, s1.acc: 95.1016, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1107, s2.loss_cls: 0.0344, s2.acc: 94.8515, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0526, loss: 1.0388 2024-04-04 04:41:23,860 - mmdet - INFO - Epoch [24][450/7330] lr: 4.612e-06, eta: 1 day, 15:49:09, time: 1.522, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1454, s0.acc: 94.8279, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2226, s1.loss_cls: 0.0682, s1.acc: 95.0838, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1089, s2.loss_cls: 0.0339, s2.acc: 94.9932, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0515, loss: 1.0423 2024-04-04 04:42:38,680 - mmdet - INFO - Epoch [24][500/7330] lr: 4.612e-06, eta: 1 day, 15:47:53, time: 1.496, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1425, s0.acc: 95.0498, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2180, s1.loss_cls: 0.0671, s1.acc: 95.1804, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1084, s2.loss_cls: 0.0337, s2.acc: 95.0499, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0513, loss: 1.0117 2024-04-04 04:43:52,007 - mmdet - INFO - Epoch [24][550/7330] lr: 4.612e-06, eta: 1 day, 15:46:36, time: 1.467, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1405, s0.acc: 95.0930, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2185, s1.loss_cls: 0.0660, s1.acc: 95.2406, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1099, s2.loss_cls: 0.0326, s2.acc: 95.2078, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0522, loss: 1.0163 2024-04-04 04:45:09,584 - mmdet - INFO - Epoch [24][600/7330] lr: 4.612e-06, eta: 1 day, 15:45:22, time: 1.552, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1443, s0.acc: 94.8748, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2147, s1.loss_cls: 0.0678, s1.acc: 95.0885, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1071, s2.loss_cls: 0.0345, s2.acc: 94.8510, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0513, loss: 1.0287 2024-04-04 04:46:28,102 - mmdet - INFO - Epoch [24][650/7330] lr: 4.612e-06, eta: 1 day, 15:44:08, time: 1.570, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1391, s0.acc: 95.0798, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2187, s1.loss_cls: 0.0657, s1.acc: 95.2633, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1100, s2.loss_cls: 0.0326, s2.acc: 95.2619, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0518, loss: 1.0103 2024-04-04 04:47:43,889 - mmdet - INFO - Epoch [24][700/7330] lr: 4.612e-06, eta: 1 day, 15:42:53, time: 1.515, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1481, s0.acc: 94.7048, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2193, s1.loss_cls: 0.0702, s1.acc: 94.8038, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1089, s2.loss_cls: 0.0356, s2.acc: 94.6567, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0515, loss: 1.0395 2024-04-04 04:49:02,520 - mmdet - INFO - Epoch [24][750/7330] lr: 4.612e-06, eta: 1 day, 15:41:39, time: 1.573, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1427, s0.acc: 94.9204, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2193, s1.loss_cls: 0.0670, s1.acc: 95.1643, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1091, s2.loss_cls: 0.0335, s2.acc: 95.1723, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0515, loss: 1.0271 2024-04-04 04:50:18,624 - mmdet - INFO - Epoch [24][800/7330] lr: 4.612e-06, eta: 1 day, 15:40:23, time: 1.522, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1466, s0.acc: 94.7769, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2225, s1.loss_cls: 0.0687, s1.acc: 94.9813, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1098, s2.loss_cls: 0.0347, s2.acc: 94.9008, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0523, loss: 1.0488 2024-04-04 04:51:35,690 - mmdet - INFO - Epoch [24][850/7330] lr: 4.612e-06, eta: 1 day, 15:39:09, time: 1.541, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1554, s0.acc: 94.5686, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2179, s1.loss_cls: 0.0733, s1.acc: 94.7396, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1079, s2.loss_cls: 0.0368, s2.acc: 94.5351, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0515, loss: 1.0606 2024-04-04 04:52:53,883 - mmdet - INFO - Epoch [24][900/7330] lr: 4.612e-06, eta: 1 day, 15:37:55, time: 1.564, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1464, s0.acc: 94.8875, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2222, s1.loss_cls: 0.0704, s1.acc: 94.9692, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1105, s2.loss_cls: 0.0348, s2.acc: 94.9013, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0519, loss: 1.0453 2024-04-04 04:54:07,887 - mmdet - INFO - Epoch [24][950/7330] lr: 4.612e-06, eta: 1 day, 15:36:38, time: 1.480, data_time: 0.043, memory: 29881, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1518, s0.acc: 94.7886, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2190, s1.loss_cls: 0.0708, s1.acc: 95.0396, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1084, s2.loss_cls: 0.0354, s2.acc: 94.9800, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0516, loss: 1.0445 2024-04-04 04:55:24,222 - mmdet - INFO - Epoch [24][1000/7330] lr: 4.612e-06, eta: 1 day, 15:35:23, time: 1.527, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1469, s0.acc: 94.8213, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2200, s1.loss_cls: 0.0706, s1.acc: 94.9847, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1092, s2.loss_cls: 0.0351, s2.acc: 94.8371, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0515, loss: 1.0422 2024-04-04 04:56:39,796 - mmdet - INFO - Epoch [24][1050/7330] lr: 4.612e-06, eta: 1 day, 15:34:07, time: 1.511, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1490, s0.acc: 94.8469, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2164, s1.loss_cls: 0.0696, s1.acc: 95.0351, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1082, s2.loss_cls: 0.0351, s2.acc: 94.7245, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0513, loss: 1.0344 2024-04-04 04:57:56,028 - mmdet - INFO - Epoch [24][1100/7330] lr: 4.612e-06, eta: 1 day, 15:32:52, time: 1.525, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1465, s0.acc: 94.7280, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2244, s1.loss_cls: 0.0690, s1.acc: 94.9664, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1115, s2.loss_cls: 0.0347, s2.acc: 94.8140, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0530, loss: 1.0502 2024-04-04 04:59:13,626 - mmdet - INFO - Epoch [24][1150/7330] lr: 4.612e-06, eta: 1 day, 15:31:38, time: 1.552, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1369, s0.acc: 95.1624, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2095, s1.loss_cls: 0.0649, s1.acc: 95.3194, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1052, s2.loss_cls: 0.0326, s2.acc: 95.1197, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0500, loss: 0.9875 2024-04-04 05:00:33,353 - mmdet - INFO - Epoch [24][1200/7330] lr: 4.612e-06, eta: 1 day, 15:30:24, time: 1.594, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1523, s0.acc: 94.5981, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2237, s1.loss_cls: 0.0711, s1.acc: 94.7771, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1116, s2.loss_cls: 0.0359, s2.acc: 94.6563, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0532, loss: 1.0659 2024-04-04 05:01:44,601 - mmdet - INFO - Epoch [24][1250/7330] lr: 4.612e-06, eta: 1 day, 15:29:06, time: 1.425, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1444, s0.acc: 94.8318, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2159, s1.loss_cls: 0.0687, s1.acc: 94.9772, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1070, s2.loss_cls: 0.0341, s2.acc: 94.8939, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0506, loss: 1.0180 2024-04-04 05:03:02,060 - mmdet - INFO - Epoch [24][1300/7330] lr: 4.612e-06, eta: 1 day, 15:27:52, time: 1.549, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1407, s0.acc: 95.0437, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2205, s1.loss_cls: 0.0672, s1.acc: 95.0708, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1091, s2.loss_cls: 0.0336, s2.acc: 94.9744, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0516, loss: 1.0155 2024-04-04 05:04:16,759 - mmdet - INFO - Epoch [24][1350/7330] lr: 4.612e-06, eta: 1 day, 15:26:36, time: 1.494, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1485, s0.acc: 94.7336, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2210, s1.loss_cls: 0.0707, s1.acc: 94.8644, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1098, s2.loss_cls: 0.0355, s2.acc: 94.7127, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0516, loss: 1.0526 2024-04-04 05:05:32,957 - mmdet - INFO - Epoch [24][1400/7330] lr: 4.612e-06, eta: 1 day, 15:25:21, time: 1.524, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1427, s0.acc: 94.9233, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2146, s1.loss_cls: 0.0674, s1.acc: 95.1131, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1079, s2.loss_cls: 0.0338, s2.acc: 95.0114, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0512, loss: 1.0206 2024-04-04 05:06:46,822 - mmdet - INFO - Epoch [24][1450/7330] lr: 4.612e-06, eta: 1 day, 15:24:04, time: 1.477, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1449, s0.acc: 94.9080, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2211, s1.loss_cls: 0.0690, s1.acc: 95.0337, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1101, s2.loss_cls: 0.0350, s2.acc: 94.8717, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0520, loss: 1.0392 2024-04-04 05:08:03,216 - mmdet - INFO - Epoch [24][1500/7330] lr: 4.612e-06, eta: 1 day, 15:22:49, time: 1.528, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1521, s0.acc: 94.6372, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2211, s1.loss_cls: 0.0722, s1.acc: 94.8657, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1109, s2.loss_cls: 0.0365, s2.acc: 94.6183, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0525, loss: 1.0661 2024-04-04 05:09:17,103 - mmdet - INFO - Epoch [24][1550/7330] lr: 4.612e-06, eta: 1 day, 15:21:32, time: 1.478, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1485, s0.acc: 94.7742, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2228, s1.loss_cls: 0.0706, s1.acc: 94.8720, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1105, s2.loss_cls: 0.0357, s2.acc: 94.7116, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0521, loss: 1.0526 2024-04-04 05:10:31,853 - mmdet - INFO - Epoch [24][1600/7330] lr: 4.612e-06, eta: 1 day, 15:20:16, time: 1.495, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1475, s0.acc: 94.8245, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2215, s1.loss_cls: 0.0703, s1.acc: 94.9230, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1109, s2.loss_cls: 0.0351, s2.acc: 94.7834, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0522, loss: 1.0461 2024-04-04 05:11:48,301 - mmdet - INFO - Epoch [24][1650/7330] lr: 4.612e-06, eta: 1 day, 15:19:01, time: 1.529, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1564, s0.acc: 94.5237, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2238, s1.loss_cls: 0.0737, s1.acc: 94.6781, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1111, s2.loss_cls: 0.0364, s2.acc: 94.6190, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0523, loss: 1.0817 2024-04-04 05:13:07,022 - mmdet - INFO - Epoch [24][1700/7330] lr: 4.612e-06, eta: 1 day, 15:17:47, time: 1.574, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1482, s0.acc: 94.7693, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2161, s1.loss_cls: 0.0708, s1.acc: 94.8841, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1086, s2.loss_cls: 0.0353, s2.acc: 94.7554, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0512, loss: 1.0408 2024-04-04 05:14:25,727 - mmdet - INFO - Epoch [24][1750/7330] lr: 4.612e-06, eta: 1 day, 15:16:34, time: 1.574, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1503, s0.acc: 94.6873, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2204, s1.loss_cls: 0.0705, s1.acc: 94.8284, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1087, s2.loss_cls: 0.0353, s2.acc: 94.6951, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0515, loss: 1.0540 2024-04-04 05:15:41,163 - mmdet - INFO - Epoch [24][1800/7330] lr: 4.612e-06, eta: 1 day, 15:15:18, time: 1.509, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1508, s0.acc: 94.7017, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2145, s1.loss_cls: 0.0718, s1.acc: 94.8084, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1069, s2.loss_cls: 0.0358, s2.acc: 94.6924, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0505, loss: 1.0343 2024-04-04 05:16:54,967 - mmdet - INFO - Epoch [24][1850/7330] lr: 4.612e-06, eta: 1 day, 15:14:01, time: 1.476, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1463, s0.acc: 94.7312, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2207, s1.loss_cls: 0.0687, s1.acc: 94.9297, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1101, s2.loss_cls: 0.0344, s2.acc: 94.7673, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0522, loss: 1.0475 2024-04-04 05:18:08,987 - mmdet - INFO - Epoch [24][1900/7330] lr: 4.612e-06, eta: 1 day, 15:12:45, time: 1.480, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1554, s0.acc: 94.4900, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2194, s1.loss_cls: 0.0734, s1.acc: 94.6965, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1103, s2.loss_cls: 0.0361, s2.acc: 94.5764, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0521, loss: 1.0689 2024-04-04 05:19:22,089 - mmdet - INFO - Epoch [24][1950/7330] lr: 4.612e-06, eta: 1 day, 15:11:28, time: 1.462, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1427, s0.acc: 95.0105, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2158, s1.loss_cls: 0.0674, s1.acc: 95.1310, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1076, s2.loss_cls: 0.0333, s2.acc: 95.0704, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0511, loss: 1.0111 2024-04-04 05:20:36,993 - mmdet - INFO - Epoch [24][2000/7330] lr: 4.612e-06, eta: 1 day, 15:10:12, time: 1.498, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1506, s0.acc: 94.5959, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2199, s1.loss_cls: 0.0709, s1.acc: 94.8846, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1092, s2.loss_cls: 0.0349, s2.acc: 94.7819, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0516, loss: 1.0632 2024-04-04 05:21:52,746 - mmdet - INFO - Epoch [24][2050/7330] lr: 4.612e-06, eta: 1 day, 15:08:57, time: 1.515, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1564, s0.acc: 94.5776, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2224, s1.loss_cls: 0.0734, s1.acc: 94.8305, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1101, s2.loss_cls: 0.0364, s2.acc: 94.6869, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0518, loss: 1.0685 2024-04-04 05:23:07,379 - mmdet - INFO - Epoch [24][2100/7330] lr: 4.612e-06, eta: 1 day, 15:07:40, time: 1.493, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1540, s0.acc: 94.6323, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2201, s1.loss_cls: 0.0732, s1.acc: 94.7734, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1092, s2.loss_cls: 0.0363, s2.acc: 94.6205, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0514, loss: 1.0548 2024-04-04 05:24:22,186 - mmdet - INFO - Epoch [24][2150/7330] lr: 4.612e-06, eta: 1 day, 15:06:24, time: 1.496, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1442, s0.acc: 94.8967, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2260, s1.loss_cls: 0.0683, s1.acc: 95.0201, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1107, s2.loss_cls: 0.0342, s2.acc: 94.9039, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0520, loss: 1.0300 2024-04-04 05:25:36,484 - mmdet - INFO - Epoch [24][2200/7330] lr: 4.612e-06, eta: 1 day, 15:05:08, time: 1.486, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1421, s0.acc: 94.9832, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2218, s1.loss_cls: 0.0682, s1.acc: 95.1052, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1113, s2.loss_cls: 0.0345, s2.acc: 94.9388, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0527, loss: 1.0354 2024-04-04 05:26:51,368 - mmdet - INFO - Epoch [24][2250/7330] lr: 4.612e-06, eta: 1 day, 15:03:52, time: 1.498, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1442, s0.acc: 94.8538, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2159, s1.loss_cls: 0.0678, s1.acc: 95.0314, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1075, s2.loss_cls: 0.0343, s2.acc: 94.8734, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0507, loss: 1.0267 2024-04-04 05:28:06,417 - mmdet - INFO - Epoch [24][2300/7330] lr: 4.612e-06, eta: 1 day, 15:02:36, time: 1.501, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1443, s0.acc: 94.7935, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2161, s1.loss_cls: 0.0687, s1.acc: 94.9410, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1080, s2.loss_cls: 0.0345, s2.acc: 94.7460, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0510, loss: 1.0317 2024-04-04 05:29:20,757 - mmdet - INFO - Epoch [24][2350/7330] lr: 4.612e-06, eta: 1 day, 15:01:20, time: 1.487, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1473, s0.acc: 94.7859, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2199, s1.loss_cls: 0.0703, s1.acc: 94.8597, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1103, s2.loss_cls: 0.0355, s2.acc: 94.6358, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0518, loss: 1.0434 2024-04-04 05:30:35,279 - mmdet - INFO - Epoch [24][2400/7330] lr: 4.612e-06, eta: 1 day, 15:00:04, time: 1.490, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1498, s0.acc: 94.6992, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2171, s1.loss_cls: 0.0705, s1.acc: 94.8816, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1083, s2.loss_cls: 0.0352, s2.acc: 94.7206, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0515, loss: 1.0458 2024-04-04 05:31:52,683 - mmdet - INFO - Epoch [24][2450/7330] lr: 4.612e-06, eta: 1 day, 14:58:49, time: 1.548, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1514, s0.acc: 94.6599, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2231, s1.loss_cls: 0.0731, s1.acc: 94.7217, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1110, s2.loss_cls: 0.0363, s2.acc: 94.5031, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0525, loss: 1.0579 2024-04-04 05:33:10,221 - mmdet - INFO - Epoch [24][2500/7330] lr: 4.612e-06, eta: 1 day, 14:57:35, time: 1.551, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1518, s0.acc: 94.5417, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2242, s1.loss_cls: 0.0727, s1.acc: 94.6641, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1117, s2.loss_cls: 0.0368, s2.acc: 94.4908, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0527, loss: 1.0717 2024-04-04 05:34:28,056 - mmdet - INFO - Epoch [24][2550/7330] lr: 4.612e-06, eta: 1 day, 14:56:21, time: 1.557, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1481, s0.acc: 94.8027, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2245, s1.loss_cls: 0.0685, s1.acc: 95.0576, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1123, s2.loss_cls: 0.0342, s2.acc: 94.9657, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0536, loss: 1.0457 2024-04-04 05:35:43,568 - mmdet - INFO - Epoch [24][2600/7330] lr: 4.612e-06, eta: 1 day, 14:55:05, time: 1.510, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1438, s0.acc: 94.8350, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2153, s1.loss_cls: 0.0680, s1.acc: 95.0935, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1081, s2.loss_cls: 0.0341, s2.acc: 94.9248, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0513, loss: 1.0207 2024-04-04 05:36:56,873 - mmdet - INFO - Epoch [24][2650/7330] lr: 4.612e-06, eta: 1 day, 14:53:48, time: 1.466, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1442, s0.acc: 94.9685, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2184, s1.loss_cls: 0.0685, s1.acc: 95.1466, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1098, s2.loss_cls: 0.0339, s2.acc: 95.0675, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0522, loss: 1.0259 2024-04-04 05:38:12,375 - mmdet - INFO - Epoch [24][2700/7330] lr: 4.612e-06, eta: 1 day, 14:52:32, time: 1.511, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1578, s0.acc: 94.4966, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2249, s1.loss_cls: 0.0746, s1.acc: 94.6016, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1112, s2.loss_cls: 0.0372, s2.acc: 94.4476, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0526, loss: 1.0873 2024-04-04 05:39:28,080 - mmdet - INFO - Epoch [24][2750/7330] lr: 4.612e-06, eta: 1 day, 14:51:17, time: 1.514, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1386, s0.acc: 95.0864, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2188, s1.loss_cls: 0.0663, s1.acc: 95.1735, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1093, s2.loss_cls: 0.0331, s2.acc: 94.9434, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0516, loss: 1.0062 2024-04-04 05:40:41,020 - mmdet - INFO - Epoch [24][2800/7330] lr: 4.612e-06, eta: 1 day, 14:50:00, time: 1.459, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1475, s0.acc: 94.7434, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2210, s1.loss_cls: 0.0693, s1.acc: 94.9918, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1105, s2.loss_cls: 0.0346, s2.acc: 94.8154, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0524, loss: 1.0466 2024-04-04 05:41:57,377 - mmdet - INFO - Epoch [24][2850/7330] lr: 4.612e-06, eta: 1 day, 14:48:45, time: 1.527, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1511, s0.acc: 94.6104, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2163, s1.loss_cls: 0.0722, s1.acc: 94.7033, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1079, s2.loss_cls: 0.0360, s2.acc: 94.6065, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0512, loss: 1.0458 2024-04-04 05:43:12,704 - mmdet - INFO - Epoch [24][2900/7330] lr: 4.612e-06, eta: 1 day, 14:47:29, time: 1.506, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1411, s0.acc: 94.9919, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2168, s1.loss_cls: 0.0669, s1.acc: 95.0884, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1085, s2.loss_cls: 0.0337, s2.acc: 94.9504, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0518, loss: 1.0131 2024-04-04 05:44:30,496 - mmdet - INFO - Epoch [24][2950/7330] lr: 4.612e-06, eta: 1 day, 14:46:15, time: 1.556, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1429, s0.acc: 94.9963, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2158, s1.loss_cls: 0.0680, s1.acc: 95.1447, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1063, s2.loss_cls: 0.0338, s2.acc: 95.0085, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0501, loss: 1.0093 2024-04-04 05:45:45,310 - mmdet - INFO - Epoch [24][3000/7330] lr: 4.612e-06, eta: 1 day, 14:44:59, time: 1.496, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1521, s0.acc: 94.6160, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2206, s1.loss_cls: 0.0729, s1.acc: 94.7006, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1100, s2.loss_cls: 0.0367, s2.acc: 94.5377, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0523, loss: 1.0608 2024-04-04 05:47:02,750 - mmdet - INFO - Epoch [24][3050/7330] lr: 4.612e-06, eta: 1 day, 14:43:44, time: 1.549, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1534, s0.acc: 94.5662, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2191, s1.loss_cls: 0.0724, s1.acc: 94.8192, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1088, s2.loss_cls: 0.0362, s2.acc: 94.6776, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0514, loss: 1.0618 2024-04-04 05:48:17,509 - mmdet - INFO - Epoch [24][3100/7330] lr: 4.612e-06, eta: 1 day, 14:42:28, time: 1.495, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1500, s0.acc: 94.7578, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2232, s1.loss_cls: 0.0713, s1.acc: 94.9095, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1112, s2.loss_cls: 0.0356, s2.acc: 94.7148, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0528, loss: 1.0610 2024-04-04 05:49:36,216 - mmdet - INFO - Epoch [24][3150/7330] lr: 4.612e-06, eta: 1 day, 14:41:14, time: 1.574, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1509, s0.acc: 94.7036, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2223, s1.loss_cls: 0.0722, s1.acc: 94.7970, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1109, s2.loss_cls: 0.0356, s2.acc: 94.6786, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0526, loss: 1.0707 2024-04-04 05:50:56,030 - mmdet - INFO - Epoch [24][3200/7330] lr: 4.612e-06, eta: 1 day, 14:40:01, time: 1.596, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1559, s0.acc: 94.4551, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2254, s1.loss_cls: 0.0744, s1.acc: 94.5898, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1116, s2.loss_cls: 0.0370, s2.acc: 94.4739, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0528, loss: 1.0881 2024-04-04 05:52:10,727 - mmdet - INFO - Epoch [24][3250/7330] lr: 4.612e-06, eta: 1 day, 14:38:45, time: 1.494, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1379, s0.acc: 95.0662, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2119, s1.loss_cls: 0.0659, s1.acc: 95.1815, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1062, s2.loss_cls: 0.0331, s2.acc: 95.0320, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0504, loss: 0.9977 2024-04-04 05:53:26,064 - mmdet - INFO - Epoch [24][3300/7330] lr: 4.612e-06, eta: 1 day, 14:37:29, time: 1.506, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1543, s0.acc: 94.6096, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2188, s1.loss_cls: 0.0736, s1.acc: 94.7202, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1088, s2.loss_cls: 0.0375, s2.acc: 94.5277, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0518, loss: 1.0630 2024-04-04 05:54:42,449 - mmdet - INFO - Epoch [24][3350/7330] lr: 4.612e-06, eta: 1 day, 14:36:14, time: 1.528, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1478, s0.acc: 94.7664, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2168, s1.loss_cls: 0.0711, s1.acc: 94.7892, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1077, s2.loss_cls: 0.0352, s2.acc: 94.6277, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0513, loss: 1.0404 2024-04-04 05:55:57,174 - mmdet - INFO - Epoch [24][3400/7330] lr: 4.612e-06, eta: 1 day, 14:34:58, time: 1.494, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1624, s0.acc: 94.3342, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2240, s1.loss_cls: 0.0774, s1.acc: 94.5007, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1117, s2.loss_cls: 0.0385, s2.acc: 94.2943, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0531, loss: 1.0954 2024-04-04 05:57:12,490 - mmdet - INFO - Epoch [24][3450/7330] lr: 4.612e-06, eta: 1 day, 14:33:42, time: 1.507, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1467, s0.acc: 94.8489, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2189, s1.loss_cls: 0.0696, s1.acc: 95.0165, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1095, s2.loss_cls: 0.0352, s2.acc: 94.8768, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0517, loss: 1.0373 2024-04-04 05:58:27,373 - mmdet - INFO - Epoch [24][3500/7330] lr: 4.612e-06, eta: 1 day, 14:32:26, time: 1.498, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1464, s0.acc: 94.8875, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2194, s1.loss_cls: 0.0700, s1.acc: 94.9781, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1105, s2.loss_cls: 0.0356, s2.acc: 94.6376, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0526, loss: 1.0471 2024-04-04 05:59:47,244 - mmdet - INFO - Epoch [24][3550/7330] lr: 4.612e-06, eta: 1 day, 14:31:13, time: 1.597, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1545, s0.acc: 94.6582, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2167, s1.loss_cls: 0.0734, s1.acc: 94.8286, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1092, s2.loss_cls: 0.0371, s2.acc: 94.6260, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0518, loss: 1.0470 2024-04-04 06:01:02,212 - mmdet - INFO - Epoch [24][3600/7330] lr: 4.612e-06, eta: 1 day, 14:29:57, time: 1.500, data_time: 0.066, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1570, s0.acc: 94.4045, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2257, s1.loss_cls: 0.0748, s1.acc: 94.5561, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1122, s2.loss_cls: 0.0374, s2.acc: 94.4607, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0526, loss: 1.0818 2024-04-04 06:02:20,756 - mmdet - INFO - Epoch [24][3650/7330] lr: 4.612e-06, eta: 1 day, 14:28:43, time: 1.570, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1478, s0.acc: 94.7644, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2186, s1.loss_cls: 0.0699, s1.acc: 94.9445, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1091, s2.loss_cls: 0.0353, s2.acc: 94.7222, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0515, loss: 1.0483 2024-04-04 06:03:36,606 - mmdet - INFO - Epoch [24][3700/7330] lr: 4.612e-06, eta: 1 day, 14:27:28, time: 1.517, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1547, s0.acc: 94.6160, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2223, s1.loss_cls: 0.0745, s1.acc: 94.6713, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1098, s2.loss_cls: 0.0379, s2.acc: 94.4479, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0519, loss: 1.0788 2024-04-04 06:04:55,523 - mmdet - INFO - Epoch [24][3750/7330] lr: 4.612e-06, eta: 1 day, 14:26:14, time: 1.578, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1499, s0.acc: 94.6816, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2195, s1.loss_cls: 0.0717, s1.acc: 94.7772, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1097, s2.loss_cls: 0.0359, s2.acc: 94.7264, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0519, loss: 1.0466 2024-04-04 06:06:13,073 - mmdet - INFO - Epoch [24][3800/7330] lr: 4.612e-06, eta: 1 day, 14:24:59, time: 1.551, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1513, s0.acc: 94.7041, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2173, s1.loss_cls: 0.0706, s1.acc: 94.8568, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1084, s2.loss_cls: 0.0358, s2.acc: 94.6427, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0514, loss: 1.0485 2024-04-04 06:07:29,730 - mmdet - INFO - Epoch [24][3850/7330] lr: 4.612e-06, eta: 1 day, 14:23:44, time: 1.533, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1491, s0.acc: 94.6821, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2202, s1.loss_cls: 0.0708, s1.acc: 94.7545, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1101, s2.loss_cls: 0.0351, s2.acc: 94.7098, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0523, loss: 1.0456 2024-04-04 06:08:47,379 - mmdet - INFO - Epoch [24][3900/7330] lr: 4.612e-06, eta: 1 day, 14:22:30, time: 1.553, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1515, s0.acc: 94.7781, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2193, s1.loss_cls: 0.0725, s1.acc: 94.8574, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1085, s2.loss_cls: 0.0364, s2.acc: 94.6590, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0514, loss: 1.0459 2024-04-04 06:10:05,533 - mmdet - INFO - Epoch [24][3950/7330] lr: 4.612e-06, eta: 1 day, 14:21:16, time: 1.563, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1519, s0.acc: 94.7073, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2202, s1.loss_cls: 0.0728, s1.acc: 94.7678, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1087, s2.loss_cls: 0.0363, s2.acc: 94.6531, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0510, loss: 1.0558 2024-04-04 06:11:21,035 - mmdet - INFO - Epoch [24][4000/7330] lr: 4.612e-06, eta: 1 day, 14:20:00, time: 1.510, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1487, s0.acc: 94.7358, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2260, s1.loss_cls: 0.0705, s1.acc: 94.8814, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1111, s2.loss_cls: 0.0360, s2.acc: 94.6154, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0527, loss: 1.0624 2024-04-04 06:12:40,348 - mmdet - INFO - Epoch [24][4050/7330] lr: 4.612e-06, eta: 1 day, 14:18:46, time: 1.586, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1525, s0.acc: 94.6653, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2224, s1.loss_cls: 0.0716, s1.acc: 94.8847, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1101, s2.loss_cls: 0.0356, s2.acc: 94.7125, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0517, loss: 1.0569 2024-04-04 06:13:56,628 - mmdet - INFO - Epoch [24][4100/7330] lr: 4.612e-06, eta: 1 day, 14:17:31, time: 1.526, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1443, s0.acc: 94.9404, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2201, s1.loss_cls: 0.0685, s1.acc: 95.0493, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1099, s2.loss_cls: 0.0342, s2.acc: 94.9479, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0514, loss: 1.0234 2024-04-04 06:15:15,460 - mmdet - INFO - Epoch [24][4150/7330] lr: 4.612e-06, eta: 1 day, 14:16:17, time: 1.577, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1534, s0.acc: 94.5288, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2200, s1.loss_cls: 0.0738, s1.acc: 94.6049, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1096, s2.loss_cls: 0.0374, s2.acc: 94.3233, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0521, loss: 1.0647 2024-04-04 06:16:29,776 - mmdet - INFO - Epoch [24][4200/7330] lr: 4.612e-06, eta: 1 day, 14:15:01, time: 1.486, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1544, s0.acc: 94.5762, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2179, s1.loss_cls: 0.0733, s1.acc: 94.7008, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1091, s2.loss_cls: 0.0367, s2.acc: 94.5569, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0517, loss: 1.0631 2024-04-04 06:17:45,816 - mmdet - INFO - Epoch [24][4250/7330] lr: 4.612e-06, eta: 1 day, 14:13:46, time: 1.521, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1570, s0.acc: 94.4128, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2262, s1.loss_cls: 0.0756, s1.acc: 94.4015, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1124, s2.loss_cls: 0.0384, s2.acc: 94.2180, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0532, loss: 1.0968 2024-04-04 06:19:03,206 - mmdet - INFO - Epoch [24][4300/7330] lr: 4.612e-06, eta: 1 day, 14:12:31, time: 1.548, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1472, s0.acc: 94.8120, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2229, s1.loss_cls: 0.0702, s1.acc: 94.9125, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1098, s2.loss_cls: 0.0354, s2.acc: 94.7425, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0518, loss: 1.0528 2024-04-04 06:20:20,790 - mmdet - INFO - Epoch [24][4350/7330] lr: 4.612e-06, eta: 1 day, 14:11:17, time: 1.552, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1468, s0.acc: 94.7249, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2235, s1.loss_cls: 0.0695, s1.acc: 94.8456, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1110, s2.loss_cls: 0.0351, s2.acc: 94.6788, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0527, loss: 1.0598 2024-04-04 06:21:38,944 - mmdet - INFO - Epoch [24][4400/7330] lr: 4.612e-06, eta: 1 day, 14:10:02, time: 1.563, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1529, s0.acc: 94.6028, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2257, s1.loss_cls: 0.0742, s1.acc: 94.6368, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1112, s2.loss_cls: 0.0367, s2.acc: 94.5212, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0524, loss: 1.0656 2024-04-04 06:22:52,661 - mmdet - INFO - Epoch [24][4450/7330] lr: 4.612e-06, eta: 1 day, 14:08:46, time: 1.474, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1529, s0.acc: 94.6216, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2208, s1.loss_cls: 0.0731, s1.acc: 94.7948, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1096, s2.loss_cls: 0.0366, s2.acc: 94.6082, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0520, loss: 1.0557 2024-04-04 06:24:11,922 - mmdet - INFO - Epoch [24][4500/7330] lr: 4.612e-06, eta: 1 day, 14:07:32, time: 1.585, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1478, s0.acc: 94.7234, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2229, s1.loss_cls: 0.0707, s1.acc: 94.9144, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1111, s2.loss_cls: 0.0359, s2.acc: 94.5937, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0527, loss: 1.0574 2024-04-04 06:25:28,591 - mmdet - INFO - Epoch [24][4550/7330] lr: 4.612e-06, eta: 1 day, 14:06:17, time: 1.533, data_time: 0.045, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1438, s0.acc: 94.9023, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2253, s1.loss_cls: 0.0683, s1.acc: 95.0804, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1119, s2.loss_cls: 0.0344, s2.acc: 94.9046, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0526, loss: 1.0317 2024-04-04 06:26:47,272 - mmdet - INFO - Epoch [24][4600/7330] lr: 4.612e-06, eta: 1 day, 14:05:03, time: 1.574, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1482, s0.acc: 94.7847, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2184, s1.loss_cls: 0.0715, s1.acc: 94.7939, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1093, s2.loss_cls: 0.0354, s2.acc: 94.7730, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0519, loss: 1.0466 2024-04-04 06:28:03,325 - mmdet - INFO - Epoch [24][4650/7330] lr: 4.612e-06, eta: 1 day, 14:03:48, time: 1.521, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1484, s0.acc: 94.7361, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2206, s1.loss_cls: 0.0710, s1.acc: 94.9170, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1094, s2.loss_cls: 0.0360, s2.acc: 94.7745, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0514, loss: 1.0514 2024-04-04 06:29:22,066 - mmdet - INFO - Epoch [24][4700/7330] lr: 4.612e-06, eta: 1 day, 14:02:34, time: 1.575, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1544, s0.acc: 94.5483, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2132, s1.loss_cls: 0.0735, s1.acc: 94.6842, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1066, s2.loss_cls: 0.0371, s2.acc: 94.5730, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0507, loss: 1.0432 2024-04-04 06:30:39,937 - mmdet - INFO - Epoch [24][4750/7330] lr: 4.612e-06, eta: 1 day, 14:01:19, time: 1.557, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1524, s0.acc: 94.5696, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2178, s1.loss_cls: 0.0737, s1.acc: 94.6473, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1084, s2.loss_cls: 0.0366, s2.acc: 94.4395, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0511, loss: 1.0513 2024-04-04 06:31:58,030 - mmdet - INFO - Epoch [24][4800/7330] lr: 4.612e-06, eta: 1 day, 14:00:05, time: 1.562, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1479, s0.acc: 94.7576, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2211, s1.loss_cls: 0.0706, s1.acc: 94.8978, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1101, s2.loss_cls: 0.0357, s2.acc: 94.7606, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0517, loss: 1.0568 2024-04-04 06:33:14,229 - mmdet - INFO - Epoch [24][4850/7330] lr: 4.612e-06, eta: 1 day, 13:58:50, time: 1.524, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1611, s0.acc: 94.3374, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2270, s1.loss_cls: 0.0767, s1.acc: 94.4524, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1131, s2.loss_cls: 0.0382, s2.acc: 94.2788, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0534, loss: 1.0985 2024-04-04 06:34:32,238 - mmdet - INFO - Epoch [24][4900/7330] lr: 4.612e-06, eta: 1 day, 13:57:35, time: 1.560, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1472, s0.acc: 94.9177, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2206, s1.loss_cls: 0.0693, s1.acc: 95.0897, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1094, s2.loss_cls: 0.0344, s2.acc: 94.9092, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0515, loss: 1.0396 2024-04-04 06:35:50,450 - mmdet - INFO - Epoch [24][4950/7330] lr: 4.612e-06, eta: 1 day, 13:56:21, time: 1.564, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1458, s0.acc: 94.9004, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2188, s1.loss_cls: 0.0699, s1.acc: 95.0669, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1093, s2.loss_cls: 0.0352, s2.acc: 94.8651, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0516, loss: 1.0304 2024-04-04 06:37:06,163 - mmdet - INFO - Epoch [24][5000/7330] lr: 4.612e-06, eta: 1 day, 13:55:06, time: 1.514, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1600, s0.acc: 94.3596, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2239, s1.loss_cls: 0.0768, s1.acc: 94.4745, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1123, s2.loss_cls: 0.0386, s2.acc: 94.2042, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0529, loss: 1.0993 2024-04-04 06:38:24,360 - mmdet - INFO - Epoch [24][5050/7330] lr: 4.612e-06, eta: 1 day, 13:53:51, time: 1.564, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1525, s0.acc: 94.5588, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2152, s1.loss_cls: 0.0739, s1.acc: 94.6186, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1073, s2.loss_cls: 0.0369, s2.acc: 94.3710, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0509, loss: 1.0423 2024-04-04 06:39:41,215 - mmdet - INFO - Epoch [24][5100/7330] lr: 4.612e-06, eta: 1 day, 13:52:37, time: 1.537, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1463, s0.acc: 94.7942, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2191, s1.loss_cls: 0.0699, s1.acc: 94.9128, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1093, s2.loss_cls: 0.0349, s2.acc: 94.7669, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0517, loss: 1.0367 2024-04-04 06:41:00,844 - mmdet - INFO - Epoch [24][5150/7330] lr: 4.612e-06, eta: 1 day, 13:51:23, time: 1.592, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1515, s0.acc: 94.7217, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2261, s1.loss_cls: 0.0707, s1.acc: 95.0244, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1113, s2.loss_cls: 0.0359, s2.acc: 94.7327, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0526, loss: 1.0644 2024-04-04 06:42:16,103 - mmdet - INFO - Epoch [24][5200/7330] lr: 4.612e-06, eta: 1 day, 13:50:07, time: 1.506, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1420, s0.acc: 94.9114, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2160, s1.loss_cls: 0.0679, s1.acc: 95.0971, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1093, s2.loss_cls: 0.0341, s2.acc: 94.9513, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0519, loss: 1.0188 2024-04-04 06:43:33,808 - mmdet - INFO - Epoch [24][5250/7330] lr: 4.612e-06, eta: 1 day, 13:48:53, time: 1.554, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1642, s0.acc: 94.1958, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2235, s1.loss_cls: 0.0782, s1.acc: 94.3778, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1112, s2.loss_cls: 0.0385, s2.acc: 94.2652, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0527, loss: 1.1076 2024-04-04 06:44:51,946 - mmdet - INFO - Epoch [24][5300/7330] lr: 4.612e-06, eta: 1 day, 13:47:38, time: 1.563, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1508, s0.acc: 94.6794, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2229, s1.loss_cls: 0.0726, s1.acc: 94.8041, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1113, s2.loss_cls: 0.0367, s2.acc: 94.5996, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0525, loss: 1.0500 2024-04-04 06:46:10,514 - mmdet - INFO - Epoch [24][5350/7330] lr: 4.612e-06, eta: 1 day, 13:46:24, time: 1.571, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1465, s0.acc: 94.7341, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2157, s1.loss_cls: 0.0694, s1.acc: 94.8449, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1062, s2.loss_cls: 0.0348, s2.acc: 94.6993, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0502, loss: 1.0266 2024-04-04 06:47:26,378 - mmdet - INFO - Epoch [24][5400/7330] lr: 4.612e-06, eta: 1 day, 13:45:09, time: 1.517, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1459, s0.acc: 94.8220, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2187, s1.loss_cls: 0.0700, s1.acc: 94.8718, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1092, s2.loss_cls: 0.0349, s2.acc: 94.7409, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0519, loss: 1.0311 2024-04-04 06:48:40,957 - mmdet - INFO - Epoch [24][5450/7330] lr: 4.612e-06, eta: 1 day, 13:43:53, time: 1.492, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1570, s0.acc: 94.6262, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2185, s1.loss_cls: 0.0745, s1.acc: 94.7410, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1091, s2.loss_cls: 0.0369, s2.acc: 94.5711, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0517, loss: 1.0546 2024-04-04 06:49:59,685 - mmdet - INFO - Epoch [24][5500/7330] lr: 4.612e-06, eta: 1 day, 13:42:39, time: 1.575, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1590, s0.acc: 94.3787, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2313, s1.loss_cls: 0.0754, s1.acc: 94.5671, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1139, s2.loss_cls: 0.0373, s2.acc: 94.4818, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0534, loss: 1.1042 2024-04-04 06:51:17,953 - mmdet - INFO - Epoch [24][5550/7330] lr: 4.612e-06, eta: 1 day, 13:41:25, time: 1.565, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1503, s0.acc: 94.7136, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2224, s1.loss_cls: 0.0720, s1.acc: 94.8737, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1109, s2.loss_cls: 0.0364, s2.acc: 94.7086, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0520, loss: 1.0571 2024-04-04 06:52:36,155 - mmdet - INFO - Epoch [24][5600/7330] lr: 4.612e-06, eta: 1 day, 13:40:10, time: 1.564, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1519, s0.acc: 94.6956, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2169, s1.loss_cls: 0.0734, s1.acc: 94.7650, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1083, s2.loss_cls: 0.0369, s2.acc: 94.6261, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0509, loss: 1.0478 2024-04-04 06:53:55,331 - mmdet - INFO - Epoch [24][5650/7330] lr: 4.612e-06, eta: 1 day, 13:38:57, time: 1.584, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1482, s0.acc: 94.7512, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2205, s1.loss_cls: 0.0711, s1.acc: 94.8133, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1095, s2.loss_cls: 0.0358, s2.acc: 94.6429, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0517, loss: 1.0539 2024-04-04 06:55:13,880 - mmdet - INFO - Epoch [24][5700/7330] lr: 4.612e-06, eta: 1 day, 13:37:43, time: 1.570, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1494, s0.acc: 94.7732, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2218, s1.loss_cls: 0.0697, s1.acc: 95.1109, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1110, s2.loss_cls: 0.0347, s2.acc: 94.9087, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0527, loss: 1.0581 2024-04-04 06:56:35,477 - mmdet - INFO - Epoch [24][5750/7330] lr: 4.612e-06, eta: 1 day, 13:36:30, time: 1.632, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1471, s0.acc: 94.7954, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2169, s1.loss_cls: 0.0712, s1.acc: 94.8373, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1084, s2.loss_cls: 0.0361, s2.acc: 94.5729, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0512, loss: 1.0338 2024-04-04 06:57:49,725 - mmdet - INFO - Epoch [24][5800/7330] lr: 4.612e-06, eta: 1 day, 13:35:14, time: 1.485, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1418, s0.acc: 94.9443, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2210, s1.loss_cls: 0.0685, s1.acc: 95.0103, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1101, s2.loss_cls: 0.0345, s2.acc: 94.8662, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0517, loss: 1.0190 2024-04-04 06:59:05,511 - mmdet - INFO - Epoch [24][5850/7330] lr: 4.612e-06, eta: 1 day, 13:33:58, time: 1.516, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1457, s0.acc: 94.7236, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2177, s1.loss_cls: 0.0701, s1.acc: 94.8074, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1092, s2.loss_cls: 0.0354, s2.acc: 94.6300, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0520, loss: 1.0420 2024-04-04 07:00:19,288 - mmdet - INFO - Epoch [24][5900/7330] lr: 4.612e-06, eta: 1 day, 13:32:42, time: 1.476, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1526, s0.acc: 94.6306, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2231, s1.loss_cls: 0.0724, s1.acc: 94.7369, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1109, s2.loss_cls: 0.0361, s2.acc: 94.6654, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0521, loss: 1.0610 2024-04-04 07:01:36,804 - mmdet - INFO - Epoch [24][5950/7330] lr: 4.612e-06, eta: 1 day, 13:31:27, time: 1.550, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1546, s0.acc: 94.6846, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2170, s1.loss_cls: 0.0727, s1.acc: 94.8221, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1079, s2.loss_cls: 0.0369, s2.acc: 94.5899, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0515, loss: 1.0455 2024-04-04 07:02:49,778 - mmdet - INFO - Epoch [24][6000/7330] lr: 4.612e-06, eta: 1 day, 13:30:10, time: 1.460, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1497, s0.acc: 94.8237, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2239, s1.loss_cls: 0.0705, s1.acc: 94.9992, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1114, s2.loss_cls: 0.0350, s2.acc: 94.8731, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0524, loss: 1.0516 2024-04-04 07:04:07,704 - mmdet - INFO - Epoch [24][6050/7330] lr: 4.612e-06, eta: 1 day, 13:28:56, time: 1.559, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1370, s0.acc: 95.0696, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2200, s1.loss_cls: 0.0656, s1.acc: 95.2766, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1091, s2.loss_cls: 0.0329, s2.acc: 95.0687, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0517, loss: 1.0079 2024-04-04 07:05:27,032 - mmdet - INFO - Epoch [24][6100/7330] lr: 4.612e-06, eta: 1 day, 13:27:42, time: 1.587, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1545, s0.acc: 94.5771, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2293, s1.loss_cls: 0.0730, s1.acc: 94.7336, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1141, s2.loss_cls: 0.0369, s2.acc: 94.4818, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0543, loss: 1.0868 2024-04-04 07:06:44,376 - mmdet - INFO - Epoch [24][6150/7330] lr: 4.612e-06, eta: 1 day, 13:26:27, time: 1.547, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1518, s0.acc: 94.6133, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2214, s1.loss_cls: 0.0728, s1.acc: 94.6534, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1100, s2.loss_cls: 0.0359, s2.acc: 94.5964, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0521, loss: 1.0602 2024-04-04 07:08:02,473 - mmdet - INFO - Epoch [24][6200/7330] lr: 4.612e-06, eta: 1 day, 13:25:13, time: 1.562, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1469, s0.acc: 94.7649, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2166, s1.loss_cls: 0.0705, s1.acc: 94.8217, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1080, s2.loss_cls: 0.0353, s2.acc: 94.6680, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0510, loss: 1.0297 2024-04-04 07:09:20,861 - mmdet - INFO - Epoch [24][6250/7330] lr: 4.612e-06, eta: 1 day, 13:23:59, time: 1.568, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1526, s0.acc: 94.6206, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2186, s1.loss_cls: 0.0721, s1.acc: 94.7523, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1086, s2.loss_cls: 0.0360, s2.acc: 94.5839, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0515, loss: 1.0487 2024-04-04 07:10:37,081 - mmdet - INFO - Epoch [24][6300/7330] lr: 4.612e-06, eta: 1 day, 13:22:43, time: 1.524, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1523, s0.acc: 94.7424, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2177, s1.loss_cls: 0.0732, s1.acc: 94.8004, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1080, s2.loss_cls: 0.0367, s2.acc: 94.5816, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0507, loss: 1.0491 2024-04-04 07:11:54,225 - mmdet - INFO - Epoch [24][6350/7330] lr: 4.612e-06, eta: 1 day, 13:21:29, time: 1.543, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1523, s0.acc: 94.6472, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2236, s1.loss_cls: 0.0737, s1.acc: 94.7464, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1119, s2.loss_cls: 0.0370, s2.acc: 94.5752, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0529, loss: 1.0594 2024-04-04 07:13:12,553 - mmdet - INFO - Epoch [24][6400/7330] lr: 4.612e-06, eta: 1 day, 13:20:14, time: 1.567, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1545, s0.acc: 94.5818, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2161, s1.loss_cls: 0.0735, s1.acc: 94.6945, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1072, s2.loss_cls: 0.0367, s2.acc: 94.5455, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0509, loss: 1.0687 2024-04-04 07:14:29,896 - mmdet - INFO - Epoch [24][6450/7330] lr: 4.612e-06, eta: 1 day, 13:19:00, time: 1.547, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1486, s0.acc: 94.7158, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2205, s1.loss_cls: 0.0715, s1.acc: 94.8781, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1107, s2.loss_cls: 0.0364, s2.acc: 94.6411, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0525, loss: 1.0557 2024-04-04 07:15:49,463 - mmdet - INFO - Epoch [24][6500/7330] lr: 4.612e-06, eta: 1 day, 13:17:46, time: 1.591, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1563, s0.acc: 94.5232, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2247, s1.loss_cls: 0.0749, s1.acc: 94.5970, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1119, s2.loss_cls: 0.0376, s2.acc: 94.4277, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0526, loss: 1.0809 2024-04-04 07:17:07,024 - mmdet - INFO - Epoch [24][6550/7330] lr: 4.612e-06, eta: 1 day, 13:16:31, time: 1.551, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1422, s0.acc: 95.0168, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2192, s1.loss_cls: 0.0688, s1.acc: 95.1074, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1084, s2.loss_cls: 0.0345, s2.acc: 94.8814, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0513, loss: 1.0248 2024-04-04 07:18:25,275 - mmdet - INFO - Epoch [24][6600/7330] lr: 4.612e-06, eta: 1 day, 13:15:17, time: 1.565, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1540, s0.acc: 94.6135, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2268, s1.loss_cls: 0.0729, s1.acc: 94.7700, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1134, s2.loss_cls: 0.0363, s2.acc: 94.6150, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0539, loss: 1.0807 2024-04-04 07:19:42,985 - mmdet - INFO - Epoch [24][6650/7330] lr: 4.612e-06, eta: 1 day, 13:14:03, time: 1.554, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1420, s0.acc: 94.9438, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2139, s1.loss_cls: 0.0676, s1.acc: 95.0612, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1068, s2.loss_cls: 0.0336, s2.acc: 94.9405, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0504, loss: 1.0095 2024-04-04 07:20:57,323 - mmdet - INFO - Epoch [24][6700/7330] lr: 4.612e-06, eta: 1 day, 13:12:46, time: 1.487, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1479, s0.acc: 94.7214, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2202, s1.loss_cls: 0.0708, s1.acc: 94.8408, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1085, s2.loss_cls: 0.0359, s2.acc: 94.6388, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0509, loss: 1.0501 2024-04-04 07:22:12,407 - mmdet - INFO - Epoch [24][6750/7330] lr: 4.612e-06, eta: 1 day, 13:11:30, time: 1.502, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1462, s0.acc: 94.8381, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2178, s1.loss_cls: 0.0703, s1.acc: 94.8813, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1091, s2.loss_cls: 0.0353, s2.acc: 94.6704, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0517, loss: 1.0334 2024-04-04 07:23:28,260 - mmdet - INFO - Epoch [24][6800/7330] lr: 4.612e-06, eta: 1 day, 13:10:15, time: 1.517, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1530, s0.acc: 94.6375, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2247, s1.loss_cls: 0.0724, s1.acc: 94.7672, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1117, s2.loss_cls: 0.0362, s2.acc: 94.6179, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0523, loss: 1.0657 2024-04-04 07:24:40,698 - mmdet - INFO - Epoch [24][6850/7330] lr: 4.612e-06, eta: 1 day, 13:08:58, time: 1.449, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1559, s0.acc: 94.5964, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2209, s1.loss_cls: 0.0751, s1.acc: 94.6739, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1097, s2.loss_cls: 0.0379, s2.acc: 94.4571, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0520, loss: 1.0667 2024-04-04 07:25:53,656 - mmdet - INFO - Epoch [24][6900/7330] lr: 4.612e-06, eta: 1 day, 13:07:41, time: 1.459, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1518, s0.acc: 94.6780, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2183, s1.loss_cls: 0.0714, s1.acc: 94.8202, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1073, s2.loss_cls: 0.0357, s2.acc: 94.6839, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0503, loss: 1.0517 2024-04-04 07:27:11,944 - mmdet - INFO - Epoch [24][6950/7330] lr: 4.612e-06, eta: 1 day, 13:06:27, time: 1.566, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1501, s0.acc: 94.7131, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2190, s1.loss_cls: 0.0714, s1.acc: 94.8485, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1083, s2.loss_cls: 0.0358, s2.acc: 94.7050, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0515, loss: 1.0457 2024-04-04 07:28:26,861 - mmdet - INFO - Epoch [24][7000/7330] lr: 4.612e-06, eta: 1 day, 13:05:11, time: 1.498, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1436, s0.acc: 95.0398, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2187, s1.loss_cls: 0.0678, s1.acc: 95.2610, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1091, s2.loss_cls: 0.0337, s2.acc: 95.0608, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0516, loss: 1.0189 2024-04-04 07:29:46,002 - mmdet - INFO - Epoch [24][7050/7330] lr: 4.612e-06, eta: 1 day, 13:03:57, time: 1.583, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1486, s0.acc: 94.8188, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2178, s1.loss_cls: 0.0700, s1.acc: 95.0507, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1086, s2.loss_cls: 0.0349, s2.acc: 94.9270, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0511, loss: 1.0393 2024-04-04 07:31:00,789 - mmdet - INFO - Epoch [24][7100/7330] lr: 4.612e-06, eta: 1 day, 13:02:41, time: 1.496, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1567, s0.acc: 94.4053, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2241, s1.loss_cls: 0.0742, s1.acc: 94.6627, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1114, s2.loss_cls: 0.0377, s2.acc: 94.3972, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0527, loss: 1.0928 2024-04-04 07:32:18,340 - mmdet - INFO - Epoch [24][7150/7330] lr: 4.612e-06, eta: 1 day, 13:01:26, time: 1.551, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1433, s0.acc: 94.9177, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2163, s1.loss_cls: 0.0677, s1.acc: 95.0950, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1073, s2.loss_cls: 0.0342, s2.acc: 94.8754, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0506, loss: 1.0106 2024-04-04 07:33:33,061 - mmdet - INFO - Epoch [24][7200/7330] lr: 4.612e-06, eta: 1 day, 13:00:10, time: 1.494, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1487, s0.acc: 94.8220, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2223, s1.loss_cls: 0.0705, s1.acc: 94.9308, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1090, s2.loss_cls: 0.0355, s2.acc: 94.7296, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0510, loss: 1.0498 2024-04-04 07:34:45,956 - mmdet - INFO - Epoch [24][7250/7330] lr: 4.612e-06, eta: 1 day, 12:58:53, time: 1.457, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1453, s0.acc: 94.9502, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2119, s1.loss_cls: 0.0696, s1.acc: 95.0274, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1064, s2.loss_cls: 0.0347, s2.acc: 94.8832, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0507, loss: 1.0109 2024-04-04 07:35:59,269 - mmdet - INFO - Epoch [24][7300/7330] lr: 4.612e-06, eta: 1 day, 12:57:36, time: 1.467, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1495, s0.acc: 94.7510, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2207, s1.loss_cls: 0.0715, s1.acc: 94.9168, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1095, s2.loss_cls: 0.0359, s2.acc: 94.7164, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0520, loss: 1.0452 2024-04-04 07:36:43,083 - mmdet - INFO - Saving checkpoint at 24 epochs 2024-04-04 07:44:37,802 - mmdet - INFO - Evaluating bbox... 2024-04-04 07:45:22,497 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.507 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.694 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.550 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.338 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 ] = 0.647 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 ] = 0.468 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.679 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.781 2024-04-04 07:45:22,497 - mmdet - INFO - Evaluating segm... 2024-04-04 07:46:07,839 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.441 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.671 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.480 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.237 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 ] = 0.622 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 ] = 0.380 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.599 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.716 2024-04-04 07:46:08,463 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-04 07:46:08,465 - mmdet - INFO - Epoch(val) [24][1250] bbox_mAP: 0.5070, bbox_mAP_50: 0.6940, bbox_mAP_75: 0.5500, bbox_mAP_s: 0.3380, bbox_mAP_m: 0.5470, bbox_mAP_l: 0.6470, bbox_mAP_copypaste: 0.507 0.694 0.550 0.338 0.547 0.647, segm_mAP: 0.4410, segm_mAP_50: 0.6710, segm_mAP_75: 0.4800, segm_mAP_s: 0.2370, segm_mAP_m: 0.4760, segm_mAP_l: 0.6220, segm_mAP_copypaste: 0.441 0.671 0.480 0.237 0.476 0.622 2024-04-04 07:47:28,110 - mmdet - INFO - Epoch [25][50/7330] lr: 4.612e-06, eta: 1 day, 12:55:15, time: 1.592, data_time: 0.115, memory: 29881, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1380, s0.acc: 95.0637, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2194, s1.loss_cls: 0.0662, s1.acc: 95.1432, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1096, s2.loss_cls: 0.0333, s2.acc: 94.9746, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0524, loss: 1.0157 2024-04-04 07:48:42,425 - mmdet - INFO - Epoch [25][100/7330] lr: 4.612e-06, eta: 1 day, 12:53:58, time: 1.486, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1410, s0.acc: 94.8916, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2150, s1.loss_cls: 0.0663, s1.acc: 95.1041, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1071, s2.loss_cls: 0.0333, s2.acc: 95.0225, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0506, loss: 1.0143 2024-04-04 07:49:58,404 - mmdet - INFO - Epoch [25][150/7330] lr: 4.612e-06, eta: 1 day, 12:52:43, time: 1.519, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1450, s0.acc: 94.7961, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2196, s1.loss_cls: 0.0684, s1.acc: 94.9810, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1093, s2.loss_cls: 0.0342, s2.acc: 94.8414, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0514, loss: 1.0262 2024-04-04 07:51:14,624 - mmdet - INFO - Epoch [25][200/7330] lr: 4.612e-06, eta: 1 day, 12:51:28, time: 1.524, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1417, s0.acc: 94.9639, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2172, s1.loss_cls: 0.0676, s1.acc: 95.1267, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1074, s2.loss_cls: 0.0335, s2.acc: 95.0275, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0511, loss: 1.0106 2024-04-04 07:52:32,222 - mmdet - INFO - Epoch [25][250/7330] lr: 4.612e-06, eta: 1 day, 12:50:13, time: 1.552, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1396, s0.acc: 95.0505, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2175, s1.loss_cls: 0.0661, s1.acc: 95.2013, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1079, s2.loss_cls: 0.0338, s2.acc: 94.9388, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0508, loss: 1.0122 2024-04-04 07:53:46,748 - mmdet - INFO - Epoch [25][300/7330] lr: 4.612e-06, eta: 1 day, 12:48:57, time: 1.490, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1431, s0.acc: 94.9453, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2197, s1.loss_cls: 0.0671, s1.acc: 95.2131, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1092, s2.loss_cls: 0.0335, s2.acc: 95.0430, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0515, loss: 1.0286 2024-04-04 07:54:59,811 - mmdet - INFO - Epoch [25][350/7330] lr: 4.612e-06, eta: 1 day, 12:47:40, time: 1.461, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1448, s0.acc: 94.7302, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2176, s1.loss_cls: 0.0687, s1.acc: 94.9607, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1090, s2.loss_cls: 0.0346, s2.acc: 94.8284, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0516, loss: 1.0454 2024-04-04 07:56:12,365 - mmdet - INFO - Epoch [25][400/7330] lr: 4.612e-06, eta: 1 day, 12:46:23, time: 1.451, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1433, s0.acc: 94.9006, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2155, s1.loss_cls: 0.0681, s1.acc: 94.9985, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1084, s2.loss_cls: 0.0346, s2.acc: 94.8091, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0514, loss: 1.0326 2024-04-04 07:57:25,331 - mmdet - INFO - Epoch [25][450/7330] lr: 4.612e-06, eta: 1 day, 12:45:06, time: 1.459, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1435, s0.acc: 94.8994, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2139, s1.loss_cls: 0.0674, s1.acc: 95.1675, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1081, s2.loss_cls: 0.0342, s2.acc: 94.9423, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0515, loss: 1.0122 2024-04-04 07:58:39,951 - mmdet - INFO - Epoch [25][500/7330] lr: 4.612e-06, eta: 1 day, 12:43:50, time: 1.492, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1464, s0.acc: 94.8323, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2181, s1.loss_cls: 0.0698, s1.acc: 94.9262, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1093, s2.loss_cls: 0.0344, s2.acc: 94.8779, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0519, loss: 1.0267 2024-04-04 07:59:56,979 - mmdet - INFO - Epoch [25][550/7330] lr: 4.612e-06, eta: 1 day, 12:42:35, time: 1.540, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1431, s0.acc: 94.9165, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2154, s1.loss_cls: 0.0670, s1.acc: 95.1547, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1070, s2.loss_cls: 0.0336, s2.acc: 95.0641, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0509, loss: 1.0165 2024-04-04 08:01:12,633 - mmdet - INFO - Epoch [25][600/7330] lr: 4.612e-06, eta: 1 day, 12:41:20, time: 1.513, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1482, s0.acc: 94.7363, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2233, s1.loss_cls: 0.0704, s1.acc: 94.8936, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1107, s2.loss_cls: 0.0349, s2.acc: 94.8142, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0524, loss: 1.0453 2024-04-04 08:02:25,794 - mmdet - INFO - Epoch [25][650/7330] lr: 4.612e-06, eta: 1 day, 12:40:03, time: 1.463, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1451, s0.acc: 94.9221, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2222, s1.loss_cls: 0.0691, s1.acc: 95.1360, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1108, s2.loss_cls: 0.0345, s2.acc: 94.9862, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0523, loss: 1.0357 2024-04-04 08:03:41,356 - mmdet - INFO - Epoch [25][700/7330] lr: 4.612e-06, eta: 1 day, 12:38:47, time: 1.511, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1459, s0.acc: 94.8105, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2178, s1.loss_cls: 0.0685, s1.acc: 95.0441, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1081, s2.loss_cls: 0.0343, s2.acc: 94.9133, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0513, loss: 1.0224 2024-04-04 08:04:57,903 - mmdet - INFO - Epoch [25][750/7330] lr: 4.612e-06, eta: 1 day, 12:37:32, time: 1.531, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1428, s0.acc: 94.8291, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2152, s1.loss_cls: 0.0686, s1.acc: 95.0136, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1071, s2.loss_cls: 0.0345, s2.acc: 94.8766, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0508, loss: 1.0262 2024-04-04 08:06:09,850 - mmdet - INFO - Epoch [25][800/7330] lr: 4.612e-06, eta: 1 day, 12:36:15, time: 1.439, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1445, s0.acc: 94.7686, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2254, s1.loss_cls: 0.0689, s1.acc: 94.9573, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1121, s2.loss_cls: 0.0347, s2.acc: 94.8339, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0527, loss: 1.0554 2024-04-04 08:07:26,816 - mmdet - INFO - Epoch [25][850/7330] lr: 4.612e-06, eta: 1 day, 12:35:00, time: 1.539, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1426, s0.acc: 94.9048, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2226, s1.loss_cls: 0.0673, s1.acc: 95.0624, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1109, s2.loss_cls: 0.0337, s2.acc: 94.9006, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0525, loss: 1.0312 2024-04-04 08:08:43,542 - mmdet - INFO - Epoch [25][900/7330] lr: 4.612e-06, eta: 1 day, 12:33:45, time: 1.534, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1444, s0.acc: 94.9128, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2161, s1.loss_cls: 0.0697, s1.acc: 94.9015, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1078, s2.loss_cls: 0.0344, s2.acc: 94.9232, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0511, loss: 1.0154 2024-04-04 08:09:57,525 - mmdet - INFO - Epoch [25][950/7330] lr: 4.612e-06, eta: 1 day, 12:32:28, time: 1.480, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1512, s0.acc: 94.5994, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2161, s1.loss_cls: 0.0714, s1.acc: 94.7975, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1084, s2.loss_cls: 0.0359, s2.acc: 94.6652, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0516, loss: 1.0508 2024-04-04 08:11:12,821 - mmdet - INFO - Epoch [25][1000/7330] lr: 4.612e-06, eta: 1 day, 12:31:13, time: 1.506, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1383, s0.acc: 95.1165, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2163, s1.loss_cls: 0.0651, s1.acc: 95.3207, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1079, s2.loss_cls: 0.0325, s2.acc: 95.2250, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0509, loss: 1.0015 2024-04-04 08:12:29,813 - mmdet - INFO - Epoch [25][1050/7330] lr: 4.612e-06, eta: 1 day, 12:29:58, time: 1.540, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1511, s0.acc: 94.7092, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2216, s1.loss_cls: 0.0721, s1.acc: 94.8536, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1105, s2.loss_cls: 0.0359, s2.acc: 94.7641, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0521, loss: 1.0596 2024-04-04 08:13:47,487 - mmdet - INFO - Epoch [25][1100/7330] lr: 4.612e-06, eta: 1 day, 12:28:43, time: 1.554, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1360, s0.acc: 95.2153, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2164, s1.loss_cls: 0.0648, s1.acc: 95.3741, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1086, s2.loss_cls: 0.0326, s2.acc: 95.1858, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0518, loss: 0.9975 2024-04-04 08:15:05,275 - mmdet - INFO - Epoch [25][1150/7330] lr: 4.612e-06, eta: 1 day, 12:27:29, time: 1.556, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1517, s0.acc: 94.5283, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2252, s1.loss_cls: 0.0717, s1.acc: 94.6759, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1120, s2.loss_cls: 0.0358, s2.acc: 94.5040, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0528, loss: 1.0763 2024-04-04 08:16:19,368 - mmdet - INFO - Epoch [25][1200/7330] lr: 4.612e-06, eta: 1 day, 12:26:12, time: 1.482, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1392, s0.acc: 95.1221, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2172, s1.loss_cls: 0.0656, s1.acc: 95.2931, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1083, s2.loss_cls: 0.0330, s2.acc: 95.0857, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0519, loss: 1.0089 2024-04-04 08:17:37,396 - mmdet - INFO - Epoch [25][1250/7330] lr: 4.612e-06, eta: 1 day, 12:24:58, time: 1.561, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1513, s0.acc: 94.5918, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2224, s1.loss_cls: 0.0724, s1.acc: 94.7610, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1096, s2.loss_cls: 0.0367, s2.acc: 94.5706, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0513, loss: 1.0628 2024-04-04 08:18:53,969 - mmdet - INFO - Epoch [25][1300/7330] lr: 4.612e-06, eta: 1 day, 12:23:43, time: 1.531, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1382, s0.acc: 95.1638, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2191, s1.loss_cls: 0.0659, s1.acc: 95.3365, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1090, s2.loss_cls: 0.0326, s2.acc: 95.2082, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0516, loss: 1.0063 2024-04-04 08:20:09,537 - mmdet - INFO - Epoch [25][1350/7330] lr: 4.612e-06, eta: 1 day, 12:22:27, time: 1.511, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1430, s0.acc: 94.9253, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2208, s1.loss_cls: 0.0672, s1.acc: 95.0406, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1102, s2.loss_cls: 0.0338, s2.acc: 94.9188, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0522, loss: 1.0304 2024-04-04 08:21:27,946 - mmdet - INFO - Epoch [25][1400/7330] lr: 4.612e-06, eta: 1 day, 12:21:13, time: 1.568, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1487, s0.acc: 94.7979, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2217, s1.loss_cls: 0.0705, s1.acc: 94.9533, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1102, s2.loss_cls: 0.0354, s2.acc: 94.7714, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0520, loss: 1.0420 2024-04-04 08:22:43,609 - mmdet - INFO - Epoch [25][1450/7330] lr: 4.612e-06, eta: 1 day, 12:19:57, time: 1.513, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1461, s0.acc: 94.7590, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2219, s1.loss_cls: 0.0691, s1.acc: 94.9053, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1108, s2.loss_cls: 0.0348, s2.acc: 94.6963, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0524, loss: 1.0532 2024-04-04 08:24:00,522 - mmdet - INFO - Epoch [25][1500/7330] lr: 4.612e-06, eta: 1 day, 12:18:42, time: 1.538, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1500, s0.acc: 94.7041, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2183, s1.loss_cls: 0.0707, s1.acc: 94.9150, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1086, s2.loss_cls: 0.0357, s2.acc: 94.7366, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0512, loss: 1.0452 2024-04-04 08:25:18,801 - mmdet - INFO - Epoch [25][1550/7330] lr: 4.612e-06, eta: 1 day, 12:17:28, time: 1.566, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1575, s0.acc: 94.5017, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2177, s1.loss_cls: 0.0755, s1.acc: 94.5995, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1086, s2.loss_cls: 0.0374, s2.acc: 94.5080, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0515, loss: 1.0672 2024-04-04 08:26:38,478 - mmdet - INFO - Epoch [25][1600/7330] lr: 4.612e-06, eta: 1 day, 12:16:15, time: 1.593, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1425, s0.acc: 94.8186, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2151, s1.loss_cls: 0.0668, s1.acc: 95.0937, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1071, s2.loss_cls: 0.0341, s2.acc: 94.8750, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0507, loss: 1.0236 2024-04-04 08:27:55,988 - mmdet - INFO - Epoch [25][1650/7330] lr: 4.612e-06, eta: 1 day, 12:15:00, time: 1.550, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1402, s0.acc: 95.0085, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2199, s1.loss_cls: 0.0673, s1.acc: 95.1260, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1092, s2.loss_cls: 0.0340, s2.acc: 94.8618, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0516, loss: 1.0208 2024-04-04 08:29:15,866 - mmdet - INFO - Epoch [25][1700/7330] lr: 4.612e-06, eta: 1 day, 12:13:46, time: 1.598, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1465, s0.acc: 94.7417, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2248, s1.loss_cls: 0.0693, s1.acc: 94.8796, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1119, s2.loss_cls: 0.0347, s2.acc: 94.7472, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0526, loss: 1.0481 2024-04-04 08:30:32,208 - mmdet - INFO - Epoch [25][1750/7330] lr: 4.612e-06, eta: 1 day, 12:12:31, time: 1.527, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1546, s0.acc: 94.6230, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2263, s1.loss_cls: 0.0728, s1.acc: 94.8229, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1124, s2.loss_cls: 0.0365, s2.acc: 94.6312, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0534, loss: 1.0792 2024-04-04 08:31:50,909 - mmdet - INFO - Epoch [25][1800/7330] lr: 4.612e-06, eta: 1 day, 12:11:17, time: 1.574, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1533, s0.acc: 94.5544, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2265, s1.loss_cls: 0.0726, s1.acc: 94.6647, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1122, s2.loss_cls: 0.0361, s2.acc: 94.5968, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0531, loss: 1.0776 2024-04-04 08:33:06,806 - mmdet - INFO - Epoch [25][1850/7330] lr: 4.612e-06, eta: 1 day, 12:10:02, time: 1.518, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1548, s0.acc: 94.5369, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2210, s1.loss_cls: 0.0735, s1.acc: 94.6811, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1098, s2.loss_cls: 0.0367, s2.acc: 94.5388, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0520, loss: 1.0727 2024-04-04 08:34:22,104 - mmdet - INFO - Epoch [25][1900/7330] lr: 4.612e-06, eta: 1 day, 12:08:46, time: 1.506, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1453, s0.acc: 94.8516, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2186, s1.loss_cls: 0.0690, s1.acc: 95.0143, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1086, s2.loss_cls: 0.0343, s2.acc: 94.9010, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0514, loss: 1.0419 2024-04-04 08:35:39,500 - mmdet - INFO - Epoch [25][1950/7330] lr: 4.612e-06, eta: 1 day, 12:07:31, time: 1.548, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1514, s0.acc: 94.6577, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2249, s1.loss_cls: 0.0718, s1.acc: 94.7903, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1113, s2.loss_cls: 0.0355, s2.acc: 94.7237, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0524, loss: 1.0543 2024-04-04 08:36:57,905 - mmdet - INFO - Epoch [25][2000/7330] lr: 4.612e-06, eta: 1 day, 12:06:17, time: 1.568, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1405, s0.acc: 95.0188, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2203, s1.loss_cls: 0.0676, s1.acc: 95.0759, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1114, s2.loss_cls: 0.0338, s2.acc: 94.8325, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0527, loss: 1.0342 2024-04-04 08:38:16,339 - mmdet - INFO - Epoch [25][2050/7330] lr: 4.612e-06, eta: 1 day, 12:05:03, time: 1.569, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1445, s0.acc: 94.7886, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2185, s1.loss_cls: 0.0678, s1.acc: 95.1129, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1102, s2.loss_cls: 0.0336, s2.acc: 94.9134, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0524, loss: 1.0332 2024-04-04 08:39:33,690 - mmdet - INFO - Epoch [25][2100/7330] lr: 4.612e-06, eta: 1 day, 12:03:48, time: 1.547, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1475, s0.acc: 94.7563, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2215, s1.loss_cls: 0.0700, s1.acc: 94.9492, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1099, s2.loss_cls: 0.0351, s2.acc: 94.7846, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0521, loss: 1.0517 2024-04-04 08:40:50,291 - mmdet - INFO - Epoch [25][2150/7330] lr: 4.612e-06, eta: 1 day, 12:02:33, time: 1.532, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1478, s0.acc: 94.7651, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2203, s1.loss_cls: 0.0686, s1.acc: 95.0822, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1102, s2.loss_cls: 0.0342, s2.acc: 94.9450, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0524, loss: 1.0515 2024-04-04 08:42:05,806 - mmdet - INFO - Epoch [25][2200/7330] lr: 4.612e-06, eta: 1 day, 12:01:17, time: 1.511, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1491, s0.acc: 94.6123, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2199, s1.loss_cls: 0.0722, s1.acc: 94.6165, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1111, s2.loss_cls: 0.0362, s2.acc: 94.4181, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0524, loss: 1.0564 2024-04-04 08:43:21,712 - mmdet - INFO - Epoch [25][2250/7330] lr: 4.612e-06, eta: 1 day, 12:00:02, time: 1.518, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1345, s0.acc: 95.1204, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2151, s1.loss_cls: 0.0635, s1.acc: 95.3315, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1081, s2.loss_cls: 0.0325, s2.acc: 95.1083, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0512, loss: 0.9894 2024-04-04 08:44:36,055 - mmdet - INFO - Epoch [25][2300/7330] lr: 4.612e-06, eta: 1 day, 11:58:45, time: 1.486, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1459, s0.acc: 94.8638, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2127, s1.loss_cls: 0.0697, s1.acc: 95.0567, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1074, s2.loss_cls: 0.0352, s2.acc: 94.8947, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0510, loss: 1.0276 2024-04-04 08:45:55,125 - mmdet - INFO - Epoch [25][2350/7330] lr: 4.612e-06, eta: 1 day, 11:57:31, time: 1.582, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1460, s0.acc: 94.9319, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2158, s1.loss_cls: 0.0687, s1.acc: 95.0665, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1075, s2.loss_cls: 0.0342, s2.acc: 94.9739, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0510, loss: 1.0271 2024-04-04 08:47:13,550 - mmdet - INFO - Epoch [25][2400/7330] lr: 4.612e-06, eta: 1 day, 11:56:17, time: 1.568, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1464, s0.acc: 94.7947, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2198, s1.loss_cls: 0.0685, s1.acc: 95.0620, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1100, s2.loss_cls: 0.0343, s2.acc: 94.9201, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0521, loss: 1.0427 2024-04-04 08:48:28,900 - mmdet - INFO - Epoch [25][2450/7330] lr: 4.612e-06, eta: 1 day, 11:55:01, time: 1.507, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1544, s0.acc: 94.6099, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2164, s1.loss_cls: 0.0729, s1.acc: 94.7792, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1082, s2.loss_cls: 0.0362, s2.acc: 94.6647, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0510, loss: 1.0612 2024-04-04 08:49:46,303 - mmdet - INFO - Epoch [25][2500/7330] lr: 4.612e-06, eta: 1 day, 11:53:47, time: 1.549, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1488, s0.acc: 94.7788, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2179, s1.loss_cls: 0.0712, s1.acc: 94.9096, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1099, s2.loss_cls: 0.0360, s2.acc: 94.7101, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0524, loss: 1.0423 2024-04-04 08:51:02,124 - mmdet - INFO - Epoch [25][2550/7330] lr: 4.612e-06, eta: 1 day, 11:52:31, time: 1.516, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1467, s0.acc: 94.7883, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2218, s1.loss_cls: 0.0696, s1.acc: 95.0094, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1099, s2.loss_cls: 0.0346, s2.acc: 94.8411, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0517, loss: 1.0422 2024-04-04 08:52:19,799 - mmdet - INFO - Epoch [25][2600/7330] lr: 4.612e-06, eta: 1 day, 11:51:17, time: 1.554, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1544, s0.acc: 94.5552, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2163, s1.loss_cls: 0.0727, s1.acc: 94.7848, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1077, s2.loss_cls: 0.0363, s2.acc: 94.6862, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0505, loss: 1.0418 2024-04-04 08:53:37,748 - mmdet - INFO - Epoch [25][2650/7330] lr: 4.612e-06, eta: 1 day, 11:50:02, time: 1.559, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1427, s0.acc: 94.8945, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2159, s1.loss_cls: 0.0682, s1.acc: 95.0607, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1090, s2.loss_cls: 0.0342, s2.acc: 94.9244, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0522, loss: 1.0316 2024-04-04 08:54:55,144 - mmdet - INFO - Epoch [25][2700/7330] lr: 4.612e-06, eta: 1 day, 11:48:47, time: 1.548, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1522, s0.acc: 94.5269, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2237, s1.loss_cls: 0.0722, s1.acc: 94.6466, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1114, s2.loss_cls: 0.0363, s2.acc: 94.5071, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0528, loss: 1.0878 2024-04-04 08:56:11,410 - mmdet - INFO - Epoch [25][2750/7330] lr: 4.612e-06, eta: 1 day, 11:47:32, time: 1.525, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1462, s0.acc: 94.7842, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2216, s1.loss_cls: 0.0704, s1.acc: 94.7817, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1104, s2.loss_cls: 0.0353, s2.acc: 94.6510, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0517, loss: 1.0559 2024-04-04 08:57:24,562 - mmdet - INFO - Epoch [25][2800/7330] lr: 4.612e-06, eta: 1 day, 11:46:15, time: 1.463, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1563, s0.acc: 94.4946, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2221, s1.loss_cls: 0.0747, s1.acc: 94.6143, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1092, s2.loss_cls: 0.0382, s2.acc: 94.3695, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0514, loss: 1.0733 2024-04-04 08:58:42,047 - mmdet - INFO - Epoch [25][2850/7330] lr: 4.612e-06, eta: 1 day, 11:45:01, time: 1.550, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1473, s0.acc: 94.8171, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2151, s1.loss_cls: 0.0689, s1.acc: 95.1041, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1076, s2.loss_cls: 0.0341, s2.acc: 95.0029, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0510, loss: 1.0354 2024-04-04 08:59:57,187 - mmdet - INFO - Epoch [25][2900/7330] lr: 4.612e-06, eta: 1 day, 11:43:45, time: 1.503, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1464, s0.acc: 94.7727, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2183, s1.loss_cls: 0.0701, s1.acc: 94.9466, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1092, s2.loss_cls: 0.0352, s2.acc: 94.6986, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0515, loss: 1.0397 2024-04-04 09:01:11,552 - mmdet - INFO - Epoch [25][2950/7330] lr: 4.612e-06, eta: 1 day, 11:42:28, time: 1.487, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1545, s0.acc: 94.5295, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2271, s1.loss_cls: 0.0744, s1.acc: 94.6037, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1117, s2.loss_cls: 0.0375, s2.acc: 94.4086, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0525, loss: 1.0854 2024-04-04 09:02:25,895 - mmdet - INFO - Epoch [25][3000/7330] lr: 4.612e-06, eta: 1 day, 11:41:12, time: 1.487, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1470, s0.acc: 94.7686, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2206, s1.loss_cls: 0.0700, s1.acc: 94.9143, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1093, s2.loss_cls: 0.0354, s2.acc: 94.6559, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0517, loss: 1.0433 2024-04-04 09:03:39,495 - mmdet - INFO - Epoch [25][3050/7330] lr: 4.612e-06, eta: 1 day, 11:39:56, time: 1.472, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1386, s0.acc: 95.1543, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2151, s1.loss_cls: 0.0655, s1.acc: 95.3183, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1079, s2.loss_cls: 0.0330, s2.acc: 95.1370, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0512, loss: 0.9971 2024-04-04 09:04:55,454 - mmdet - INFO - Epoch [25][3100/7330] lr: 4.612e-06, eta: 1 day, 11:38:40, time: 1.519, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1392, s0.acc: 94.9543, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2171, s1.loss_cls: 0.0665, s1.acc: 95.1315, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1074, s2.loss_cls: 0.0335, s2.acc: 94.9489, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0505, loss: 1.0054 2024-04-04 09:06:12,322 - mmdet - INFO - Epoch [25][3150/7330] lr: 4.612e-06, eta: 1 day, 11:37:25, time: 1.537, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1408, s0.acc: 95.0908, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2163, s1.loss_cls: 0.0653, s1.acc: 95.3360, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1084, s2.loss_cls: 0.0329, s2.acc: 95.1031, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0514, loss: 1.0076 2024-04-04 09:07:29,050 - mmdet - INFO - Epoch [25][3200/7330] lr: 4.612e-06, eta: 1 day, 11:36:10, time: 1.535, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1465, s0.acc: 94.9436, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2122, s1.loss_cls: 0.0696, s1.acc: 95.0891, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1058, s2.loss_cls: 0.0350, s2.acc: 94.9080, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0501, loss: 1.0120 2024-04-04 09:08:46,671 - mmdet - INFO - Epoch [25][3250/7330] lr: 4.612e-06, eta: 1 day, 11:34:56, time: 1.552, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1529, s0.acc: 94.6165, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2198, s1.loss_cls: 0.0729, s1.acc: 94.6718, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1077, s2.loss_cls: 0.0372, s2.acc: 94.5520, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0508, loss: 1.0529 2024-04-04 09:10:00,686 - mmdet - INFO - Epoch [25][3300/7330] lr: 4.612e-06, eta: 1 day, 11:33:39, time: 1.481, data_time: 0.045, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1472, s0.acc: 94.7922, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2286, s1.loss_cls: 0.0700, s1.acc: 94.9762, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1140, s2.loss_cls: 0.0353, s2.acc: 94.8270, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0540, loss: 1.0651 2024-04-04 09:11:17,895 - mmdet - INFO - Epoch [25][3350/7330] lr: 4.612e-06, eta: 1 day, 11:32:24, time: 1.544, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1348, s0.acc: 95.1995, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2133, s1.loss_cls: 0.0647, s1.acc: 95.3661, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1066, s2.loss_cls: 0.0330, s2.acc: 95.1376, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0508, loss: 0.9953 2024-04-04 09:12:35,303 - mmdet - INFO - Epoch [25][3400/7330] lr: 4.612e-06, eta: 1 day, 11:31:10, time: 1.548, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1447, s0.acc: 94.9143, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2194, s1.loss_cls: 0.0689, s1.acc: 95.0498, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1082, s2.loss_cls: 0.0347, s2.acc: 94.8471, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0512, loss: 1.0279 2024-04-04 09:13:52,410 - mmdet - INFO - Epoch [25][3450/7330] lr: 4.612e-06, eta: 1 day, 11:29:55, time: 1.542, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1492, s0.acc: 94.7432, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2192, s1.loss_cls: 0.0720, s1.acc: 94.7972, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1089, s2.loss_cls: 0.0357, s2.acc: 94.7218, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0515, loss: 1.0391 2024-04-04 09:15:08,222 - mmdet - INFO - Epoch [25][3500/7330] lr: 4.612e-06, eta: 1 day, 11:28:39, time: 1.516, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1466, s0.acc: 94.8699, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2202, s1.loss_cls: 0.0693, s1.acc: 95.0009, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1099, s2.loss_cls: 0.0353, s2.acc: 94.8004, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0519, loss: 1.0315 2024-04-04 09:16:24,993 - mmdet - INFO - Epoch [25][3550/7330] lr: 4.612e-06, eta: 1 day, 11:27:24, time: 1.535, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1436, s0.acc: 94.8228, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2214, s1.loss_cls: 0.0683, s1.acc: 94.9447, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1102, s2.loss_cls: 0.0343, s2.acc: 94.8161, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0518, loss: 1.0397 2024-04-04 09:17:42,466 - mmdet - INFO - Epoch [25][3600/7330] lr: 4.612e-06, eta: 1 day, 11:26:09, time: 1.549, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1470, s0.acc: 94.8567, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2197, s1.loss_cls: 0.0703, s1.acc: 95.0056, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1095, s2.loss_cls: 0.0353, s2.acc: 94.7957, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0520, loss: 1.0399 2024-04-04 09:18:59,549 - mmdet - INFO - Epoch [25][3650/7330] lr: 4.612e-06, eta: 1 day, 11:24:54, time: 1.542, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1459, s0.acc: 94.8215, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2129, s1.loss_cls: 0.0685, s1.acc: 95.0113, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1070, s2.loss_cls: 0.0345, s2.acc: 94.8258, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0509, loss: 1.0249 2024-04-04 09:20:19,745 - mmdet - INFO - Epoch [25][3700/7330] lr: 4.612e-06, eta: 1 day, 11:23:41, time: 1.604, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1462, s0.acc: 94.7700, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2163, s1.loss_cls: 0.0691, s1.acc: 94.9290, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1077, s2.loss_cls: 0.0344, s2.acc: 94.8912, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0510, loss: 1.0347 2024-04-04 09:21:42,104 - mmdet - INFO - Epoch [25][3750/7330] lr: 4.612e-06, eta: 1 day, 11:22:28, time: 1.647, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1425, s0.acc: 94.8950, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2204, s1.loss_cls: 0.0680, s1.acc: 94.9851, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1107, s2.loss_cls: 0.0341, s2.acc: 94.8377, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0522, loss: 1.0316 2024-04-04 09:23:01,958 - mmdet - INFO - Epoch [25][3800/7330] lr: 4.612e-06, eta: 1 day, 11:21:15, time: 1.597, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1605, s0.acc: 94.3638, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2226, s1.loss_cls: 0.0761, s1.acc: 94.5885, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1111, s2.loss_cls: 0.0377, s2.acc: 94.4786, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0523, loss: 1.0876 2024-04-04 09:24:22,373 - mmdet - INFO - Epoch [25][3850/7330] lr: 4.612e-06, eta: 1 day, 11:20:02, time: 1.608, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1509, s0.acc: 94.6626, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2223, s1.loss_cls: 0.0714, s1.acc: 94.8573, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1113, s2.loss_cls: 0.0359, s2.acc: 94.7055, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0530, loss: 1.0655 2024-04-04 09:25:36,613 - mmdet - INFO - Epoch [25][3900/7330] lr: 4.612e-06, eta: 1 day, 11:18:45, time: 1.485, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1486, s0.acc: 94.7041, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2190, s1.loss_cls: 0.0705, s1.acc: 94.8972, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1079, s2.loss_cls: 0.0354, s2.acc: 94.8038, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0511, loss: 1.0421 2024-04-04 09:26:58,122 - mmdet - INFO - Epoch [25][3950/7330] lr: 4.612e-06, eta: 1 day, 11:17:32, time: 1.630, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1455, s0.acc: 94.7751, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2181, s1.loss_cls: 0.0693, s1.acc: 94.9709, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1086, s2.loss_cls: 0.0356, s2.acc: 94.7011, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0516, loss: 1.0292 2024-04-04 09:28:18,775 - mmdet - INFO - Epoch [25][4000/7330] lr: 4.612e-06, eta: 1 day, 11:16:19, time: 1.613, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1531, s0.acc: 94.6804, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2223, s1.loss_cls: 0.0730, s1.acc: 94.8122, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1108, s2.loss_cls: 0.0358, s2.acc: 94.7808, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0525, loss: 1.0675 2024-04-04 09:29:39,732 - mmdet - INFO - Epoch [25][4050/7330] lr: 4.612e-06, eta: 1 day, 11:15:06, time: 1.619, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1550, s0.acc: 94.4785, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2193, s1.loss_cls: 0.0742, s1.acc: 94.5927, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1091, s2.loss_cls: 0.0378, s2.acc: 94.3073, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0518, loss: 1.0720 2024-04-04 09:30:57,698 - mmdet - INFO - Epoch [25][4100/7330] lr: 4.612e-06, eta: 1 day, 11:13:51, time: 1.559, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1539, s0.acc: 94.5088, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2202, s1.loss_cls: 0.0738, s1.acc: 94.6674, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1097, s2.loss_cls: 0.0371, s2.acc: 94.5396, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0517, loss: 1.0678 2024-04-04 09:32:12,615 - mmdet - INFO - Epoch [25][4150/7330] lr: 4.612e-06, eta: 1 day, 11:12:35, time: 1.498, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1335, s0.acc: 95.3147, s0.loss_bbox: 0.1959, s0.loss_mask: 0.2123, s1.loss_cls: 0.0632, s1.acc: 95.5464, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1055, s2.loss_cls: 0.0317, s2.acc: 95.3578, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0500, loss: 0.9682 2024-04-04 09:33:28,955 - mmdet - INFO - Epoch [25][4200/7330] lr: 4.612e-06, eta: 1 day, 11:11:20, time: 1.526, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1407, s0.acc: 94.9700, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2166, s1.loss_cls: 0.0674, s1.acc: 95.0881, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1081, s2.loss_cls: 0.0340, s2.acc: 94.9463, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0511, loss: 1.0100 2024-04-04 09:34:48,401 - mmdet - INFO - Epoch [25][4250/7330] lr: 4.612e-06, eta: 1 day, 11:10:06, time: 1.589, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1440, s0.acc: 94.8367, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2163, s1.loss_cls: 0.0684, s1.acc: 94.9919, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1075, s2.loss_cls: 0.0338, s2.acc: 94.9629, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0509, loss: 1.0328 2024-04-04 09:36:06,022 - mmdet - INFO - Epoch [25][4300/7330] lr: 4.612e-06, eta: 1 day, 11:08:52, time: 1.552, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1529, s0.acc: 94.6531, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2200, s1.loss_cls: 0.0722, s1.acc: 94.8145, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1096, s2.loss_cls: 0.0360, s2.acc: 94.6649, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0515, loss: 1.0579 2024-04-04 09:37:21,231 - mmdet - INFO - Epoch [25][4350/7330] lr: 4.612e-06, eta: 1 day, 11:07:36, time: 1.504, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1521, s0.acc: 94.7043, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2202, s1.loss_cls: 0.0719, s1.acc: 94.8602, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1096, s2.loss_cls: 0.0364, s2.acc: 94.6182, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0520, loss: 1.0499 2024-04-04 09:38:36,111 - mmdet - INFO - Epoch [25][4400/7330] lr: 4.612e-06, eta: 1 day, 11:06:20, time: 1.498, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1432, s0.acc: 94.9468, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2182, s1.loss_cls: 0.0681, s1.acc: 95.1032, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1084, s2.loss_cls: 0.0340, s2.acc: 94.9559, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0519, loss: 1.0279 2024-04-04 09:39:52,007 - mmdet - INFO - Epoch [25][4450/7330] lr: 4.612e-06, eta: 1 day, 11:05:04, time: 1.518, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1402, s0.acc: 95.0027, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2189, s1.loss_cls: 0.0666, s1.acc: 95.1826, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1090, s2.loss_cls: 0.0333, s2.acc: 94.9930, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0519, loss: 1.0197 2024-04-04 09:41:09,600 - mmdet - INFO - Epoch [25][4500/7330] lr: 4.612e-06, eta: 1 day, 11:03:50, time: 1.552, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1417, s0.acc: 94.9805, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2137, s1.loss_cls: 0.0676, s1.acc: 95.0960, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1060, s2.loss_cls: 0.0340, s2.acc: 94.9348, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0499, loss: 1.0126 2024-04-04 09:42:26,188 - mmdet - INFO - Epoch [25][4550/7330] lr: 4.612e-06, eta: 1 day, 11:02:35, time: 1.532, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1458, s0.acc: 94.8547, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2209, s1.loss_cls: 0.0690, s1.acc: 95.0447, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1100, s2.loss_cls: 0.0343, s2.acc: 94.9332, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0520, loss: 1.0387 2024-04-04 09:43:41,624 - mmdet - INFO - Epoch [25][4600/7330] lr: 4.612e-06, eta: 1 day, 11:01:19, time: 1.509, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1457, s0.acc: 94.7544, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2158, s1.loss_cls: 0.0700, s1.acc: 94.8577, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1076, s2.loss_cls: 0.0349, s2.acc: 94.7795, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0510, loss: 1.0306 2024-04-04 09:44:56,044 - mmdet - INFO - Epoch [25][4650/7330] lr: 4.612e-06, eta: 1 day, 11:00:03, time: 1.488, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1551, s0.acc: 94.5950, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2206, s1.loss_cls: 0.0738, s1.acc: 94.7556, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1088, s2.loss_cls: 0.0369, s2.acc: 94.6093, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0514, loss: 1.0547 2024-04-04 09:46:15,326 - mmdet - INFO - Epoch [25][4700/7330] lr: 4.612e-06, eta: 1 day, 10:58:49, time: 1.586, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1518, s0.acc: 94.6152, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2223, s1.loss_cls: 0.0724, s1.acc: 94.7129, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1095, s2.loss_cls: 0.0359, s2.acc: 94.6379, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0512, loss: 1.0512 2024-04-04 09:47:28,081 - mmdet - INFO - Epoch [25][4750/7330] lr: 4.612e-06, eta: 1 day, 10:57:32, time: 1.455, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1478, s0.acc: 94.8228, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2205, s1.loss_cls: 0.0700, s1.acc: 94.9582, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1100, s2.loss_cls: 0.0347, s2.acc: 94.8716, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0521, loss: 1.0446 2024-04-04 09:48:43,552 - mmdet - INFO - Epoch [25][4800/7330] lr: 4.612e-06, eta: 1 day, 10:56:16, time: 1.509, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1470, s0.acc: 94.7454, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2249, s1.loss_cls: 0.0693, s1.acc: 94.9078, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1120, s2.loss_cls: 0.0351, s2.acc: 94.7733, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0527, loss: 1.0542 2024-04-04 09:49:57,856 - mmdet - INFO - Epoch [25][4850/7330] lr: 4.612e-06, eta: 1 day, 10:55:00, time: 1.486, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1564, s0.acc: 94.5173, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2215, s1.loss_cls: 0.0745, s1.acc: 94.6967, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1107, s2.loss_cls: 0.0371, s2.acc: 94.4993, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0522, loss: 1.0760 2024-04-04 09:51:11,101 - mmdet - INFO - Epoch [25][4900/7330] lr: 4.612e-06, eta: 1 day, 10:53:43, time: 1.465, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1473, s0.acc: 94.8054, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2195, s1.loss_cls: 0.0701, s1.acc: 94.9314, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1076, s2.loss_cls: 0.0355, s2.acc: 94.7650, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0504, loss: 1.0327 2024-04-04 09:52:26,135 - mmdet - INFO - Epoch [25][4950/7330] lr: 4.612e-06, eta: 1 day, 10:52:27, time: 1.501, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1458, s0.acc: 94.7698, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2229, s1.loss_cls: 0.0698, s1.acc: 94.9609, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1100, s2.loss_cls: 0.0342, s2.acc: 94.9232, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0516, loss: 1.0289 2024-04-04 09:53:45,095 - mmdet - INFO - Epoch [25][5000/7330] lr: 4.612e-06, eta: 1 day, 10:51:13, time: 1.579, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1580, s0.acc: 94.4885, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2231, s1.loss_cls: 0.0755, s1.acc: 94.5632, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1099, s2.loss_cls: 0.0377, s2.acc: 94.3839, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0520, loss: 1.0835 2024-04-04 09:54:57,143 - mmdet - INFO - Epoch [25][5050/7330] lr: 4.612e-06, eta: 1 day, 10:49:56, time: 1.441, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1539, s0.acc: 94.4458, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2192, s1.loss_cls: 0.0736, s1.acc: 94.4941, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1088, s2.loss_cls: 0.0375, s2.acc: 94.2657, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0513, loss: 1.0646 2024-04-04 09:56:15,471 - mmdet - INFO - Epoch [25][5100/7330] lr: 4.612e-06, eta: 1 day, 10:48:41, time: 1.567, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1526, s0.acc: 94.7070, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2194, s1.loss_cls: 0.0727, s1.acc: 94.8460, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1079, s2.loss_cls: 0.0363, s2.acc: 94.7188, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0510, loss: 1.0529 2024-04-04 09:57:31,287 - mmdet - INFO - Epoch [25][5150/7330] lr: 4.612e-06, eta: 1 day, 10:47:26, time: 1.516, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1560, s0.acc: 94.4890, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2239, s1.loss_cls: 0.0751, s1.acc: 94.5235, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1109, s2.loss_cls: 0.0374, s2.acc: 94.3717, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0525, loss: 1.0711 2024-04-04 09:58:44,055 - mmdet - INFO - Epoch [25][5200/7330] lr: 4.612e-06, eta: 1 day, 10:46:09, time: 1.455, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1493, s0.acc: 94.6033, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2181, s1.loss_cls: 0.0719, s1.acc: 94.6954, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1087, s2.loss_cls: 0.0363, s2.acc: 94.5261, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0517, loss: 1.0461 2024-04-04 09:59:58,632 - mmdet - INFO - Epoch [25][5250/7330] lr: 4.612e-06, eta: 1 day, 10:44:53, time: 1.492, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1415, s0.acc: 94.9504, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2194, s1.loss_cls: 0.0673, s1.acc: 95.1009, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1098, s2.loss_cls: 0.0342, s2.acc: 94.8271, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0520, loss: 1.0265 2024-04-04 10:01:13,828 - mmdet - INFO - Epoch [25][5300/7330] lr: 4.612e-06, eta: 1 day, 10:43:37, time: 1.504, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1480, s0.acc: 94.8027, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2166, s1.loss_cls: 0.0710, s1.acc: 94.8573, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1072, s2.loss_cls: 0.0357, s2.acc: 94.6350, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0506, loss: 1.0290 2024-04-04 10:02:30,782 - mmdet - INFO - Epoch [25][5350/7330] lr: 4.612e-06, eta: 1 day, 10:42:22, time: 1.539, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1523, s0.acc: 94.5696, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2152, s1.loss_cls: 0.0726, s1.acc: 94.7198, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1083, s2.loss_cls: 0.0366, s2.acc: 94.5339, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0511, loss: 1.0574 2024-04-04 10:03:45,928 - mmdet - INFO - Epoch [25][5400/7330] lr: 4.612e-06, eta: 1 day, 10:41:06, time: 1.503, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1529, s0.acc: 94.6079, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2176, s1.loss_cls: 0.0722, s1.acc: 94.7735, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1093, s2.loss_cls: 0.0363, s2.acc: 94.5565, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0514, loss: 1.0622 2024-04-04 10:05:01,299 - mmdet - INFO - Epoch [25][5450/7330] lr: 4.612e-06, eta: 1 day, 10:39:50, time: 1.507, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1548, s0.acc: 94.5562, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2274, s1.loss_cls: 0.0724, s1.acc: 94.7418, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1125, s2.loss_cls: 0.0364, s2.acc: 94.5930, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0528, loss: 1.0747 2024-04-04 10:06:20,619 - mmdet - INFO - Epoch [25][5500/7330] lr: 4.612e-06, eta: 1 day, 10:38:37, time: 1.586, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1507, s0.acc: 94.6072, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2184, s1.loss_cls: 0.0717, s1.acc: 94.7590, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1083, s2.loss_cls: 0.0360, s2.acc: 94.5811, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0514, loss: 1.0528 2024-04-04 10:07:37,255 - mmdet - INFO - Epoch [25][5550/7330] lr: 4.612e-06, eta: 1 day, 10:37:21, time: 1.533, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1498, s0.acc: 94.6328, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2262, s1.loss_cls: 0.0721, s1.acc: 94.7338, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1120, s2.loss_cls: 0.0364, s2.acc: 94.5523, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0528, loss: 1.0633 2024-04-04 10:08:58,024 - mmdet - INFO - Epoch [25][5600/7330] lr: 4.612e-06, eta: 1 day, 10:36:08, time: 1.615, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1518, s0.acc: 94.6519, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2262, s1.loss_cls: 0.0724, s1.acc: 94.7699, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1129, s2.loss_cls: 0.0365, s2.acc: 94.5331, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0530, loss: 1.0777 2024-04-04 10:10:15,504 - mmdet - INFO - Epoch [25][5650/7330] lr: 4.612e-06, eta: 1 day, 10:34:53, time: 1.550, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1518, s0.acc: 94.6663, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2217, s1.loss_cls: 0.0729, s1.acc: 94.7749, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1093, s2.loss_cls: 0.0365, s2.acc: 94.5893, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0514, loss: 1.0521 2024-04-04 10:11:35,816 - mmdet - INFO - Epoch [25][5700/7330] lr: 4.612e-06, eta: 1 day, 10:33:40, time: 1.606, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1509, s0.acc: 94.6807, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2256, s1.loss_cls: 0.0730, s1.acc: 94.7895, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1116, s2.loss_cls: 0.0368, s2.acc: 94.6402, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0529, loss: 1.0654 2024-04-04 10:12:50,921 - mmdet - INFO - Epoch [25][5750/7330] lr: 4.612e-06, eta: 1 day, 10:32:24, time: 1.502, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1479, s0.acc: 94.8110, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2167, s1.loss_cls: 0.0692, s1.acc: 95.0527, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1083, s2.loss_cls: 0.0348, s2.acc: 94.8901, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0511, loss: 1.0257 2024-04-04 10:14:06,574 - mmdet - INFO - Epoch [25][5800/7330] lr: 4.612e-06, eta: 1 day, 10:31:08, time: 1.513, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1438, s0.acc: 94.9038, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2182, s1.loss_cls: 0.0683, s1.acc: 95.0653, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1076, s2.loss_cls: 0.0343, s2.acc: 94.9424, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0507, loss: 1.0140 2024-04-04 10:15:19,884 - mmdet - INFO - Epoch [25][5850/7330] lr: 4.612e-06, eta: 1 day, 10:29:52, time: 1.466, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1540, s0.acc: 94.7087, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2241, s1.loss_cls: 0.0729, s1.acc: 94.8725, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1119, s2.loss_cls: 0.0366, s2.acc: 94.7823, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0528, loss: 1.0772 2024-04-04 10:16:37,593 - mmdet - INFO - Epoch [25][5900/7330] lr: 4.612e-06, eta: 1 day, 10:28:37, time: 1.554, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1461, s0.acc: 94.8713, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2136, s1.loss_cls: 0.0698, s1.acc: 94.9911, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1074, s2.loss_cls: 0.0350, s2.acc: 94.8262, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0509, loss: 1.0241 2024-04-04 10:17:55,745 - mmdet - INFO - Epoch [25][5950/7330] lr: 4.612e-06, eta: 1 day, 10:27:22, time: 1.563, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1499, s0.acc: 94.8210, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2175, s1.loss_cls: 0.0699, s1.acc: 95.0714, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1089, s2.loss_cls: 0.0351, s2.acc: 94.8829, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0516, loss: 1.0419 2024-04-04 10:19:10,898 - mmdet - INFO - Epoch [25][6000/7330] lr: 4.612e-06, eta: 1 day, 10:26:07, time: 1.503, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1594, s0.acc: 94.3643, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2249, s1.loss_cls: 0.0764, s1.acc: 94.5095, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1111, s2.loss_cls: 0.0380, s2.acc: 94.3768, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0520, loss: 1.0927 2024-04-04 10:20:29,171 - mmdet - INFO - Epoch [25][6050/7330] lr: 4.612e-06, eta: 1 day, 10:24:52, time: 1.565, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1495, s0.acc: 94.7595, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2176, s1.loss_cls: 0.0714, s1.acc: 94.8423, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1083, s2.loss_cls: 0.0356, s2.acc: 94.8121, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0515, loss: 1.0436 2024-04-04 10:21:42,684 - mmdet - INFO - Epoch [25][6100/7330] lr: 4.612e-06, eta: 1 day, 10:23:36, time: 1.470, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1469, s0.acc: 94.8313, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2239, s1.loss_cls: 0.0709, s1.acc: 94.8927, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1112, s2.loss_cls: 0.0359, s2.acc: 94.7103, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0523, loss: 1.0435 2024-04-04 10:23:00,188 - mmdet - INFO - Epoch [25][6150/7330] lr: 4.612e-06, eta: 1 day, 10:22:21, time: 1.551, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1533, s0.acc: 94.6257, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2189, s1.loss_cls: 0.0740, s1.acc: 94.7678, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1094, s2.loss_cls: 0.0369, s2.acc: 94.5988, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0519, loss: 1.0582 2024-04-04 10:24:16,126 - mmdet - INFO - Epoch [25][6200/7330] lr: 4.612e-06, eta: 1 day, 10:21:05, time: 1.519, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1543, s0.acc: 94.5491, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2196, s1.loss_cls: 0.0731, s1.acc: 94.6725, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1099, s2.loss_cls: 0.0367, s2.acc: 94.4734, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0523, loss: 1.0731 2024-04-04 10:25:31,976 - mmdet - INFO - Epoch [25][6250/7330] lr: 4.612e-06, eta: 1 day, 10:19:50, time: 1.517, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1595, s0.acc: 94.3782, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2218, s1.loss_cls: 0.0764, s1.acc: 94.4267, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1093, s2.loss_cls: 0.0384, s2.acc: 94.3748, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0517, loss: 1.0880 2024-04-04 10:26:47,894 - mmdet - INFO - Epoch [25][6300/7330] lr: 4.612e-06, eta: 1 day, 10:18:34, time: 1.518, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1447, s0.acc: 94.9355, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2141, s1.loss_cls: 0.0695, s1.acc: 94.9986, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1068, s2.loss_cls: 0.0351, s2.acc: 94.8093, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0505, loss: 1.0109 2024-04-04 10:28:02,657 - mmdet - INFO - Epoch [25][6350/7330] lr: 4.612e-06, eta: 1 day, 10:17:18, time: 1.495, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1497, s0.acc: 94.7124, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2161, s1.loss_cls: 0.0713, s1.acc: 94.8562, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1086, s2.loss_cls: 0.0358, s2.acc: 94.6937, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0518, loss: 1.0411 2024-04-04 10:29:17,480 - mmdet - INFO - Epoch [25][6400/7330] lr: 4.612e-06, eta: 1 day, 10:16:02, time: 1.496, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1550, s0.acc: 94.6116, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2206, s1.loss_cls: 0.0732, s1.acc: 94.7782, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1094, s2.loss_cls: 0.0365, s2.acc: 94.6394, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0514, loss: 1.0689 2024-04-04 10:30:31,365 - mmdet - INFO - Epoch [25][6450/7330] lr: 4.612e-06, eta: 1 day, 10:14:46, time: 1.478, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1529, s0.acc: 94.6802, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2202, s1.loss_cls: 0.0739, s1.acc: 94.7839, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1091, s2.loss_cls: 0.0369, s2.acc: 94.6887, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0515, loss: 1.0549 2024-04-04 10:31:50,815 - mmdet - INFO - Epoch [25][6500/7330] lr: 4.612e-06, eta: 1 day, 10:13:32, time: 1.589, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1439, s0.acc: 94.9102, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2149, s1.loss_cls: 0.0688, s1.acc: 94.9979, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1071, s2.loss_cls: 0.0345, s2.acc: 94.8311, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0508, loss: 1.0142 2024-04-04 10:33:03,306 - mmdet - INFO - Epoch [25][6550/7330] lr: 4.612e-06, eta: 1 day, 10:12:15, time: 1.450, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1486, s0.acc: 94.7808, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2169, s1.loss_cls: 0.0706, s1.acc: 94.8828, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1081, s2.loss_cls: 0.0354, s2.acc: 94.6902, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0513, loss: 1.0477 2024-04-04 10:34:19,629 - mmdet - INFO - Epoch [25][6600/7330] lr: 4.612e-06, eta: 1 day, 10:11:00, time: 1.526, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1490, s0.acc: 94.7302, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2218, s1.loss_cls: 0.0708, s1.acc: 94.9564, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1114, s2.loss_cls: 0.0360, s2.acc: 94.6652, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0529, loss: 1.0577 2024-04-04 10:35:35,120 - mmdet - INFO - Epoch [25][6650/7330] lr: 4.612e-06, eta: 1 day, 10:09:44, time: 1.510, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1433, s0.acc: 94.8787, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2160, s1.loss_cls: 0.0687, s1.acc: 94.9914, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1073, s2.loss_cls: 0.0348, s2.acc: 94.8408, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0508, loss: 1.0248 2024-04-04 10:36:53,855 - mmdet - INFO - Epoch [25][6700/7330] lr: 4.612e-06, eta: 1 day, 10:08:30, time: 1.575, data_time: 0.065, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1571, s0.acc: 94.4580, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2214, s1.loss_cls: 0.0741, s1.acc: 94.6231, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1099, s2.loss_cls: 0.0372, s2.acc: 94.4271, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0517, loss: 1.0880 2024-04-04 10:38:06,345 - mmdet - INFO - Epoch [25][6750/7330] lr: 4.612e-06, eta: 1 day, 10:07:13, time: 1.450, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1454, s0.acc: 94.7559, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2176, s1.loss_cls: 0.0704, s1.acc: 94.8827, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1082, s2.loss_cls: 0.0350, s2.acc: 94.6125, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0513, loss: 1.0419 2024-04-04 10:39:20,938 - mmdet - INFO - Epoch [25][6800/7330] lr: 4.612e-06, eta: 1 day, 10:05:57, time: 1.492, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1567, s0.acc: 94.4768, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2188, s1.loss_cls: 0.0739, s1.acc: 94.6017, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1101, s2.loss_cls: 0.0373, s2.acc: 94.4410, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0521, loss: 1.0775 2024-04-04 10:40:37,424 - mmdet - INFO - Epoch [25][6850/7330] lr: 4.612e-06, eta: 1 day, 10:04:41, time: 1.530, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1603, s0.acc: 94.3630, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2226, s1.loss_cls: 0.0762, s1.acc: 94.5638, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1110, s2.loss_cls: 0.0386, s2.acc: 94.2894, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0521, loss: 1.0972 2024-04-04 10:41:53,775 - mmdet - INFO - Epoch [25][6900/7330] lr: 4.612e-06, eta: 1 day, 10:03:26, time: 1.527, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1546, s0.acc: 94.5278, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2214, s1.loss_cls: 0.0732, s1.acc: 94.7002, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1107, s2.loss_cls: 0.0370, s2.acc: 94.5407, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0529, loss: 1.0625 2024-04-04 10:43:06,435 - mmdet - INFO - Epoch [25][6950/7330] lr: 4.612e-06, eta: 1 day, 10:02:09, time: 1.454, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1501, s0.acc: 94.6714, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2203, s1.loss_cls: 0.0720, s1.acc: 94.7909, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1096, s2.loss_cls: 0.0364, s2.acc: 94.6724, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0521, loss: 1.0483 2024-04-04 10:44:21,022 - mmdet - INFO - Epoch [25][7000/7330] lr: 4.612e-06, eta: 1 day, 10:00:53, time: 1.492, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1501, s0.acc: 94.7227, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2212, s1.loss_cls: 0.0714, s1.acc: 94.8029, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1094, s2.loss_cls: 0.0358, s2.acc: 94.5678, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0517, loss: 1.0470 2024-04-04 10:45:41,186 - mmdet - INFO - Epoch [25][7050/7330] lr: 4.612e-06, eta: 1 day, 9:59:39, time: 1.603, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1517, s0.acc: 94.7644, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2156, s1.loss_cls: 0.0720, s1.acc: 95.0503, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1078, s2.loss_cls: 0.0359, s2.acc: 94.7940, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0513, loss: 1.0486 2024-04-04 10:46:52,808 - mmdet - INFO - Epoch [25][7100/7330] lr: 4.612e-06, eta: 1 day, 9:58:22, time: 1.432, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1495, s0.acc: 94.7610, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2182, s1.loss_cls: 0.0710, s1.acc: 94.9458, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1092, s2.loss_cls: 0.0360, s2.acc: 94.7348, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0521, loss: 1.0454 2024-04-04 10:48:07,223 - mmdet - INFO - Epoch [25][7150/7330] lr: 4.612e-06, eta: 1 day, 9:57:06, time: 1.488, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1515, s0.acc: 94.7610, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2194, s1.loss_cls: 0.0708, s1.acc: 94.9521, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1093, s2.loss_cls: 0.0350, s2.acc: 94.8748, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0516, loss: 1.0520 2024-04-04 10:49:20,158 - mmdet - INFO - Epoch [25][7200/7330] lr: 4.612e-06, eta: 1 day, 9:55:49, time: 1.459, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1513, s0.acc: 94.7100, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2163, s1.loss_cls: 0.0728, s1.acc: 94.8077, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1082, s2.loss_cls: 0.0367, s2.acc: 94.5971, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0514, loss: 1.0397 2024-04-04 10:50:37,141 - mmdet - INFO - Epoch [25][7250/7330] lr: 4.612e-06, eta: 1 day, 9:54:34, time: 1.540, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1454, s0.acc: 94.8271, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2210, s1.loss_cls: 0.0697, s1.acc: 94.9322, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1103, s2.loss_cls: 0.0357, s2.acc: 94.7036, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0522, loss: 1.0366 2024-04-04 10:51:54,658 - mmdet - INFO - Epoch [25][7300/7330] lr: 4.612e-06, eta: 1 day, 9:53:19, time: 1.550, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1546, s0.acc: 94.5120, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2204, s1.loss_cls: 0.0728, s1.acc: 94.6580, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1100, s2.loss_cls: 0.0364, s2.acc: 94.4683, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0514, loss: 1.0533 2024-04-04 10:52:39,765 - mmdet - INFO - Saving checkpoint at 25 epochs 2024-04-04 11:00:33,473 - mmdet - INFO - Evaluating bbox... 2024-04-04 11:01:13,057 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.507 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.690 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.555 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.333 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 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.452 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 ] = 0.785 2024-04-04 11:01:13,058 - mmdet - INFO - Evaluating segm... 2024-04-04 11:02:00,373 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.441 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.668 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.480 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.243 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 ] = 0.617 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 ] = 0.375 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.597 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.715 2024-04-04 11:02:00,952 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-04 11:02:00,956 - mmdet - INFO - Epoch(val) [25][1250] bbox_mAP: 0.5070, bbox_mAP_50: 0.6900, bbox_mAP_75: 0.5550, bbox_mAP_s: 0.3330, bbox_mAP_m: 0.5490, bbox_mAP_l: 0.6500, bbox_mAP_copypaste: 0.507 0.690 0.555 0.333 0.549 0.650, segm_mAP: 0.4410, segm_mAP_50: 0.6680, segm_mAP_75: 0.4800, segm_mAP_s: 0.2430, segm_mAP_m: 0.4780, segm_mAP_l: 0.6170, segm_mAP_copypaste: 0.441 0.668 0.480 0.243 0.478 0.617 2024-04-04 11:03:18,577 - mmdet - INFO - Epoch [26][50/7330] lr: 4.612e-06, eta: 1 day, 9:50:59, time: 1.552, data_time: 0.117, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1449, s0.acc: 94.9119, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2158, s1.loss_cls: 0.0680, s1.acc: 95.0594, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1080, s2.loss_cls: 0.0343, s2.acc: 94.8759, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0515, loss: 1.0248 2024-04-04 11:04:33,294 - mmdet - INFO - Epoch [26][100/7330] lr: 4.612e-06, eta: 1 day, 9:49:43, time: 1.495, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1421, s0.acc: 94.9094, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2185, s1.loss_cls: 0.0668, s1.acc: 95.1512, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1087, s2.loss_cls: 0.0343, s2.acc: 94.8658, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0517, loss: 1.0281 2024-04-04 11:05:51,735 - mmdet - INFO - Epoch [26][150/7330] lr: 4.612e-06, eta: 1 day, 9:48:29, time: 1.569, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1447, s0.acc: 94.8064, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2182, s1.loss_cls: 0.0692, s1.acc: 94.9821, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1084, s2.loss_cls: 0.0347, s2.acc: 94.8096, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0513, loss: 1.0383 2024-04-04 11:07:09,235 - mmdet - INFO - Epoch [26][200/7330] lr: 4.612e-06, eta: 1 day, 9:47:14, time: 1.550, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1461, s0.acc: 94.8413, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2200, s1.loss_cls: 0.0685, s1.acc: 95.0151, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1099, s2.loss_cls: 0.0345, s2.acc: 94.8484, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0516, loss: 1.0406 2024-04-04 11:08:24,455 - mmdet - INFO - Epoch [26][250/7330] lr: 4.612e-06, eta: 1 day, 9:45:58, time: 1.504, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1489, s0.acc: 94.8125, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2215, s1.loss_cls: 0.0697, s1.acc: 95.0165, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1092, s2.loss_cls: 0.0348, s2.acc: 94.9109, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0517, loss: 1.0446 2024-04-04 11:09:36,424 - mmdet - INFO - Epoch [26][300/7330] lr: 4.612e-06, eta: 1 day, 9:44:41, time: 1.439, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1345, s0.acc: 95.2373, s0.loss_bbox: 0.2004, s0.loss_mask: 0.2110, s1.loss_cls: 0.0633, s1.acc: 95.4429, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1052, s2.loss_cls: 0.0321, s2.acc: 95.1708, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0500, loss: 0.9749 2024-04-04 11:10:51,431 - mmdet - INFO - Epoch [26][350/7330] lr: 4.612e-06, eta: 1 day, 9:43:25, time: 1.500, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1438, s0.acc: 94.9006, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2252, s1.loss_cls: 0.0678, s1.acc: 95.0075, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1111, s2.loss_cls: 0.0340, s2.acc: 94.9201, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0523, loss: 1.0488 2024-04-04 11:12:09,240 - mmdet - INFO - Epoch [26][400/7330] lr: 4.612e-06, eta: 1 day, 9:42:10, time: 1.556, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1447, s0.acc: 94.8018, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2153, s1.loss_cls: 0.0681, s1.acc: 95.0072, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1071, s2.loss_cls: 0.0337, s2.acc: 94.9651, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0507, loss: 1.0316 2024-04-04 11:13:23,081 - mmdet - INFO - Epoch [26][450/7330] lr: 4.612e-06, eta: 1 day, 9:40:54, time: 1.477, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1473, s0.acc: 94.8254, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2163, s1.loss_cls: 0.0692, s1.acc: 95.0208, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1082, s2.loss_cls: 0.0354, s2.acc: 94.8580, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0511, loss: 1.0399 2024-04-04 11:14:37,926 - mmdet - INFO - Epoch [26][500/7330] lr: 4.612e-06, eta: 1 day, 9:39:38, time: 1.497, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1387, s0.acc: 94.9297, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2141, s1.loss_cls: 0.0651, s1.acc: 95.1346, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1067, s2.loss_cls: 0.0327, s2.acc: 95.0444, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0506, loss: 1.0115 2024-04-04 11:15:52,294 - mmdet - INFO - Epoch [26][550/7330] lr: 4.612e-06, eta: 1 day, 9:38:22, time: 1.487, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1438, s0.acc: 94.8413, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2140, s1.loss_cls: 0.0682, s1.acc: 95.0079, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1061, s2.loss_cls: 0.0345, s2.acc: 94.7616, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0500, loss: 1.0172 2024-04-04 11:17:05,677 - mmdet - INFO - Epoch [26][600/7330] lr: 4.612e-06, eta: 1 day, 9:37:05, time: 1.468, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1420, s0.acc: 94.9348, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2183, s1.loss_cls: 0.0680, s1.acc: 94.9297, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1082, s2.loss_cls: 0.0339, s2.acc: 94.8496, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0512, loss: 1.0247 2024-04-04 11:18:25,997 - mmdet - INFO - Epoch [26][650/7330] lr: 4.612e-06, eta: 1 day, 9:35:52, time: 1.606, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1494, s0.acc: 94.6294, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2240, s1.loss_cls: 0.0707, s1.acc: 94.8459, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1111, s2.loss_cls: 0.0360, s2.acc: 94.5808, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0528, loss: 1.0684 2024-04-04 11:19:37,271 - mmdet - INFO - Epoch [26][700/7330] lr: 4.612e-06, eta: 1 day, 9:34:34, time: 1.425, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1399, s0.acc: 95.0420, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2131, s1.loss_cls: 0.0659, s1.acc: 95.2134, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1068, s2.loss_cls: 0.0332, s2.acc: 95.0306, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0508, loss: 1.0042 2024-04-04 11:20:53,126 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-04 11:20:53,127 - mmdet - INFO - Epoch [26][750/7330] lr: 4.612e-06, eta: 1 day, 9:33:19, time: 1.517, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1528, s0.acc: 94.5981, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2121, s1.loss_cls: 0.0713, s1.acc: 94.8903, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1068, s2.loss_cls: 0.0353, s2.acc: 94.7941, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0509, loss: 1.0452 2024-04-04 11:22:10,177 - mmdet - INFO - Epoch [26][800/7330] lr: 4.612e-06, eta: 1 day, 9:32:04, time: 1.541, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1408, s0.acc: 94.9626, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2126, s1.loss_cls: 0.0657, s1.acc: 95.2649, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1070, s2.loss_cls: 0.0332, s2.acc: 95.0682, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0508, loss: 1.0073 2024-04-04 11:23:27,492 - mmdet - INFO - Epoch [26][850/7330] lr: 4.612e-06, eta: 1 day, 9:30:49, time: 1.546, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1417, s0.acc: 94.9744, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2205, s1.loss_cls: 0.0665, s1.acc: 95.1645, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1098, s2.loss_cls: 0.0335, s2.acc: 94.9160, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0522, loss: 1.0326 2024-04-04 11:24:43,809 - mmdet - INFO - Epoch [26][900/7330] lr: 4.612e-06, eta: 1 day, 9:29:34, time: 1.526, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1406, s0.acc: 94.9858, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2091, s1.loss_cls: 0.0670, s1.acc: 95.0339, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1060, s2.loss_cls: 0.0339, s2.acc: 94.8706, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0502, loss: 0.9964 2024-04-04 11:26:00,285 - mmdet - INFO - Epoch [26][950/7330] lr: 4.612e-06, eta: 1 day, 9:28:18, time: 1.529, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1434, s0.acc: 94.8755, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2215, s1.loss_cls: 0.0678, s1.acc: 95.0392, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1107, s2.loss_cls: 0.0342, s2.acc: 94.8145, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0523, loss: 1.0475 2024-04-04 11:27:17,814 - mmdet - INFO - Epoch [26][1000/7330] lr: 4.612e-06, eta: 1 day, 9:27:04, time: 1.551, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1488, s0.acc: 94.6663, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2179, s1.loss_cls: 0.0705, s1.acc: 94.8485, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1087, s2.loss_cls: 0.0350, s2.acc: 94.6664, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0513, loss: 1.0506 2024-04-04 11:28:36,290 - mmdet - INFO - Epoch [26][1050/7330] lr: 4.612e-06, eta: 1 day, 9:25:49, time: 1.570, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1476, s0.acc: 94.6565, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2223, s1.loss_cls: 0.0693, s1.acc: 94.8936, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1111, s2.loss_cls: 0.0353, s2.acc: 94.7051, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0526, loss: 1.0542 2024-04-04 11:29:51,602 - mmdet - INFO - Epoch [26][1100/7330] lr: 4.612e-06, eta: 1 day, 9:24:33, time: 1.506, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1401, s0.acc: 95.0518, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2148, s1.loss_cls: 0.0662, s1.acc: 95.1792, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1083, s2.loss_cls: 0.0330, s2.acc: 95.0126, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0513, loss: 1.0108 2024-04-04 11:31:09,445 - mmdet - INFO - Epoch [26][1150/7330] lr: 4.612e-06, eta: 1 day, 9:23:19, time: 1.557, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1423, s0.acc: 94.9338, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2190, s1.loss_cls: 0.0673, s1.acc: 95.1232, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1090, s2.loss_cls: 0.0336, s2.acc: 94.9159, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0519, loss: 1.0294 2024-04-04 11:32:26,980 - mmdet - INFO - Epoch [26][1200/7330] lr: 4.612e-06, eta: 1 day, 9:22:04, time: 1.551, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1575, s0.acc: 94.4443, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2225, s1.loss_cls: 0.0744, s1.acc: 94.6212, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1112, s2.loss_cls: 0.0375, s2.acc: 94.4995, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0525, loss: 1.0778 2024-04-04 11:33:44,339 - mmdet - INFO - Epoch [26][1250/7330] lr: 4.612e-06, eta: 1 day, 9:20:49, time: 1.547, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1429, s0.acc: 94.9355, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2189, s1.loss_cls: 0.0674, s1.acc: 95.1142, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1091, s2.loss_cls: 0.0342, s2.acc: 94.8303, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0522, loss: 1.0318 2024-04-04 11:35:01,177 - mmdet - INFO - Epoch [26][1300/7330] lr: 4.612e-06, eta: 1 day, 9:19:34, time: 1.537, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1482, s0.acc: 94.7354, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2235, s1.loss_cls: 0.0697, s1.acc: 94.9297, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1114, s2.loss_cls: 0.0348, s2.acc: 94.7795, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0526, loss: 1.0557 2024-04-04 11:36:19,983 - mmdet - INFO - Epoch [26][1350/7330] lr: 4.612e-06, eta: 1 day, 9:18:20, time: 1.576, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1463, s0.acc: 94.7458, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2191, s1.loss_cls: 0.0697, s1.acc: 94.8777, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1083, s2.loss_cls: 0.0351, s2.acc: 94.7108, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0512, loss: 1.0357 2024-04-04 11:37:36,396 - mmdet - INFO - Epoch [26][1400/7330] lr: 4.612e-06, eta: 1 day, 9:17:05, time: 1.528, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1518, s0.acc: 94.6133, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2248, s1.loss_cls: 0.0726, s1.acc: 94.6577, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1110, s2.loss_cls: 0.0363, s2.acc: 94.5716, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0522, loss: 1.0617 2024-04-04 11:38:51,060 - mmdet - INFO - Epoch [26][1450/7330] lr: 4.612e-06, eta: 1 day, 9:15:49, time: 1.493, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1398, s0.acc: 95.1631, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2172, s1.loss_cls: 0.0660, s1.acc: 95.2835, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1083, s2.loss_cls: 0.0333, s2.acc: 95.2081, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0513, loss: 1.0012 2024-04-04 11:40:07,163 - mmdet - INFO - Epoch [26][1500/7330] lr: 4.612e-06, eta: 1 day, 9:14:33, time: 1.522, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1422, s0.acc: 95.0076, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2154, s1.loss_cls: 0.0671, s1.acc: 95.2269, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1070, s2.loss_cls: 0.0335, s2.acc: 95.0130, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0509, loss: 1.0109 2024-04-04 11:41:22,236 - mmdet - INFO - Epoch [26][1550/7330] lr: 4.612e-06, eta: 1 day, 9:13:17, time: 1.501, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1426, s0.acc: 94.9265, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2148, s1.loss_cls: 0.0668, s1.acc: 95.0976, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1078, s2.loss_cls: 0.0330, s2.acc: 95.0495, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0512, loss: 1.0166 2024-04-04 11:42:39,581 - mmdet - INFO - Epoch [26][1600/7330] lr: 4.612e-06, eta: 1 day, 9:12:02, time: 1.547, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1486, s0.acc: 94.7998, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2221, s1.loss_cls: 0.0707, s1.acc: 94.9187, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1104, s2.loss_cls: 0.0354, s2.acc: 94.7959, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0519, loss: 1.0484 2024-04-04 11:43:56,807 - mmdet - INFO - Epoch [26][1650/7330] lr: 4.612e-06, eta: 1 day, 9:10:47, time: 1.545, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1465, s0.acc: 94.7090, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2165, s1.loss_cls: 0.0695, s1.acc: 94.8863, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1079, s2.loss_cls: 0.0350, s2.acc: 94.6796, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0509, loss: 1.0397 2024-04-04 11:45:12,978 - mmdet - INFO - Epoch [26][1700/7330] lr: 4.612e-06, eta: 1 day, 9:09:32, time: 1.523, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1508, s0.acc: 94.6768, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2197, s1.loss_cls: 0.0716, s1.acc: 94.8791, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1094, s2.loss_cls: 0.0365, s2.acc: 94.6402, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0519, loss: 1.0555 2024-04-04 11:46:27,169 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-04 11:46:27,170 - mmdet - INFO - Epoch [26][1750/7330] lr: 4.612e-06, eta: 1 day, 9:08:16, time: 1.484, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1388, s0.acc: 95.0042, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2142, s1.loss_cls: 0.0674, s1.acc: 95.0541, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1077, s2.loss_cls: 0.0336, s2.acc: 94.8951, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0513, loss: 1.0080 2024-04-04 11:47:45,603 - mmdet - INFO - Epoch [26][1800/7330] lr: 4.612e-06, eta: 1 day, 9:07:01, time: 1.569, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1487, s0.acc: 94.8105, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2189, s1.loss_cls: 0.0700, s1.acc: 95.0432, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1094, s2.loss_cls: 0.0349, s2.acc: 94.8290, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0522, loss: 1.0371 2024-04-04 11:48:59,882 - mmdet - INFO - Epoch [26][1850/7330] lr: 4.612e-06, eta: 1 day, 9:05:45, time: 1.486, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1456, s0.acc: 94.7778, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2190, s1.loss_cls: 0.0704, s1.acc: 94.8312, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1092, s2.loss_cls: 0.0351, s2.acc: 94.6971, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0509, loss: 1.0355 2024-04-04 11:50:14,412 - mmdet - INFO - Epoch [26][1900/7330] lr: 4.612e-06, eta: 1 day, 9:04:29, time: 1.491, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1462, s0.acc: 94.8574, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2223, s1.loss_cls: 0.0691, s1.acc: 95.0256, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1111, s2.loss_cls: 0.0343, s2.acc: 94.9756, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0524, loss: 1.0370 2024-04-04 11:51:27,833 - mmdet - INFO - Epoch [26][1950/7330] lr: 4.612e-06, eta: 1 day, 9:03:13, time: 1.468, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1522, s0.acc: 94.7100, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2187, s1.loss_cls: 0.0717, s1.acc: 94.9056, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1094, s2.loss_cls: 0.0361, s2.acc: 94.6906, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0516, loss: 1.0469 2024-04-04 11:52:43,951 - mmdet - INFO - Epoch [26][2000/7330] lr: 4.612e-06, eta: 1 day, 9:01:57, time: 1.522, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1541, s0.acc: 94.4880, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2229, s1.loss_cls: 0.0742, s1.acc: 94.5526, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1106, s2.loss_cls: 0.0366, s2.acc: 94.5806, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0520, loss: 1.0790 2024-04-04 11:53:57,990 - mmdet - INFO - Epoch [26][2050/7330] lr: 4.612e-06, eta: 1 day, 9:00:41, time: 1.481, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1425, s0.acc: 94.8906, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2189, s1.loss_cls: 0.0673, s1.acc: 95.1492, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1085, s2.loss_cls: 0.0338, s2.acc: 94.9663, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0512, loss: 1.0245 2024-04-04 11:55:14,001 - mmdet - INFO - Epoch [26][2100/7330] lr: 4.612e-06, eta: 1 day, 8:59:25, time: 1.520, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1563, s0.acc: 94.4473, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2244, s1.loss_cls: 0.0744, s1.acc: 94.5109, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1109, s2.loss_cls: 0.0377, s2.acc: 94.2723, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0525, loss: 1.0930 2024-04-04 11:56:32,030 - mmdet - INFO - Epoch [26][2150/7330] lr: 4.612e-06, eta: 1 day, 8:58:11, time: 1.561, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1496, s0.acc: 94.7292, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2174, s1.loss_cls: 0.0713, s1.acc: 94.8414, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1094, s2.loss_cls: 0.0364, s2.acc: 94.5808, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0516, loss: 1.0518 2024-04-04 11:57:48,736 - mmdet - INFO - Epoch [26][2200/7330] lr: 4.612e-06, eta: 1 day, 8:56:56, time: 1.534, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1433, s0.acc: 94.8799, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2181, s1.loss_cls: 0.0677, s1.acc: 95.0564, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1094, s2.loss_cls: 0.0337, s2.acc: 94.8945, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0519, loss: 1.0313 2024-04-04 11:59:05,376 - mmdet - INFO - Epoch [26][2250/7330] lr: 4.612e-06, eta: 1 day, 8:55:40, time: 1.533, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1494, s0.acc: 94.7356, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2185, s1.loss_cls: 0.0700, s1.acc: 95.0104, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1087, s2.loss_cls: 0.0350, s2.acc: 94.8617, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0515, loss: 1.0487 2024-04-04 12:00:20,771 - mmdet - INFO - Epoch [26][2300/7330] lr: 4.612e-06, eta: 1 day, 8:54:25, time: 1.508, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1437, s0.acc: 94.9902, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2168, s1.loss_cls: 0.0683, s1.acc: 95.1442, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1086, s2.loss_cls: 0.0339, s2.acc: 94.9795, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0515, loss: 1.0224 2024-04-04 12:01:35,331 - mmdet - INFO - Epoch [26][2350/7330] lr: 4.612e-06, eta: 1 day, 8:53:09, time: 1.491, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1467, s0.acc: 94.8386, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2174, s1.loss_cls: 0.0684, s1.acc: 95.0951, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1088, s2.loss_cls: 0.0343, s2.acc: 94.9398, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0517, loss: 1.0385 2024-04-04 12:02:55,683 - mmdet - INFO - Epoch [26][2400/7330] lr: 4.612e-06, eta: 1 day, 8:51:55, time: 1.607, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1486, s0.acc: 94.6016, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2225, s1.loss_cls: 0.0709, s1.acc: 94.7177, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1103, s2.loss_cls: 0.0357, s2.acc: 94.5097, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0520, loss: 1.0670 2024-04-04 12:04:12,301 - mmdet - INFO - Epoch [26][2450/7330] lr: 4.612e-06, eta: 1 day, 8:50:40, time: 1.532, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1470, s0.acc: 94.9246, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2174, s1.loss_cls: 0.0691, s1.acc: 95.0982, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1089, s2.loss_cls: 0.0345, s2.acc: 94.9186, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0513, loss: 1.0265 2024-04-04 12:05:28,440 - mmdet - INFO - Epoch [26][2500/7330] lr: 4.612e-06, eta: 1 day, 8:49:24, time: 1.522, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1517, s0.acc: 94.7397, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2220, s1.loss_cls: 0.0711, s1.acc: 94.9855, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1093, s2.loss_cls: 0.0356, s2.acc: 94.7978, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0517, loss: 1.0629 2024-04-04 12:06:43,701 - mmdet - INFO - Epoch [26][2550/7330] lr: 4.612e-06, eta: 1 day, 8:48:09, time: 1.506, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1456, s0.acc: 94.8435, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2133, s1.loss_cls: 0.0697, s1.acc: 94.9843, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1059, s2.loss_cls: 0.0348, s2.acc: 94.8413, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0504, loss: 1.0185 2024-04-04 12:07:55,786 - mmdet - INFO - Epoch [26][2600/7330] lr: 4.612e-06, eta: 1 day, 8:46:52, time: 1.442, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1326, s0.acc: 95.3103, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2188, s1.loss_cls: 0.0638, s1.acc: 95.4215, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1090, s2.loss_cls: 0.0323, s2.acc: 95.2454, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0514, loss: 0.9931 2024-04-04 12:09:11,581 - mmdet - INFO - Epoch [26][2650/7330] lr: 4.612e-06, eta: 1 day, 8:45:36, time: 1.516, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1478, s0.acc: 94.7642, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2228, s1.loss_cls: 0.0700, s1.acc: 94.9609, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1105, s2.loss_cls: 0.0353, s2.acc: 94.7743, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0518, loss: 1.0450 2024-04-04 12:10:25,679 - mmdet - INFO - Epoch [26][2700/7330] lr: 4.612e-06, eta: 1 day, 8:44:20, time: 1.482, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1513, s0.acc: 94.6021, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2180, s1.loss_cls: 0.0727, s1.acc: 94.6946, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1090, s2.loss_cls: 0.0368, s2.acc: 94.4695, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0520, loss: 1.0567 2024-04-04 12:11:39,660 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-04 12:11:39,661 - mmdet - INFO - Epoch [26][2750/7330] lr: 4.612e-06, eta: 1 day, 8:43:03, time: 1.480, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1498, s0.acc: 94.7253, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2241, s1.loss_cls: 0.0713, s1.acc: 94.8576, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1110, s2.loss_cls: 0.0359, s2.acc: 94.6622, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0520, loss: 1.0553 2024-04-04 12:12:53,231 - mmdet - INFO - Epoch [26][2800/7330] lr: 4.612e-06, eta: 1 day, 8:41:47, time: 1.471, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1424, s0.acc: 94.9299, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2179, s1.loss_cls: 0.0671, s1.acc: 95.1076, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1084, s2.loss_cls: 0.0340, s2.acc: 94.9546, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0514, loss: 1.0171 2024-04-04 12:14:03,818 - mmdet - INFO - Epoch [26][2850/7330] lr: 4.612e-06, eta: 1 day, 8:40:29, time: 1.412, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1420, s0.acc: 94.9277, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2198, s1.loss_cls: 0.0686, s1.acc: 94.9644, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1102, s2.loss_cls: 0.0347, s2.acc: 94.8446, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0523, loss: 1.0389 2024-04-04 12:15:21,084 - mmdet - INFO - Epoch [26][2900/7330] lr: 4.612e-06, eta: 1 day, 8:39:14, time: 1.545, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1488, s0.acc: 94.7620, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2218, s1.loss_cls: 0.0705, s1.acc: 94.9533, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1103, s2.loss_cls: 0.0353, s2.acc: 94.8011, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0521, loss: 1.0494 2024-04-04 12:16:39,977 - mmdet - INFO - Epoch [26][2950/7330] lr: 4.612e-06, eta: 1 day, 8:38:00, time: 1.578, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1481, s0.acc: 94.6956, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2163, s1.loss_cls: 0.0706, s1.acc: 94.8477, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1080, s2.loss_cls: 0.0355, s2.acc: 94.6772, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0515, loss: 1.0397 2024-04-04 12:17:55,619 - mmdet - INFO - Epoch [26][3000/7330] lr: 4.612e-06, eta: 1 day, 8:36:44, time: 1.513, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1431, s0.acc: 94.9062, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2176, s1.loss_cls: 0.0667, s1.acc: 95.1145, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1090, s2.loss_cls: 0.0337, s2.acc: 94.8959, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0514, loss: 1.0190 2024-04-04 12:19:14,194 - mmdet - INFO - Epoch [26][3050/7330] lr: 4.612e-06, eta: 1 day, 8:35:30, time: 1.571, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1511, s0.acc: 94.6726, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2235, s1.loss_cls: 0.0724, s1.acc: 94.8029, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1115, s2.loss_cls: 0.0355, s2.acc: 94.7062, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0528, loss: 1.0635 2024-04-04 12:20:33,019 - mmdet - INFO - Epoch [26][3100/7330] lr: 4.612e-06, eta: 1 day, 8:34:16, time: 1.577, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1381, s0.acc: 95.1042, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2155, s1.loss_cls: 0.0663, s1.acc: 95.2411, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1074, s2.loss_cls: 0.0334, s2.acc: 95.0386, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0510, loss: 1.0050 2024-04-04 12:21:49,897 - mmdet - INFO - Epoch [26][3150/7330] lr: 4.612e-06, eta: 1 day, 8:33:01, time: 1.538, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1497, s0.acc: 94.6643, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2252, s1.loss_cls: 0.0710, s1.acc: 94.8987, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1128, s2.loss_cls: 0.0362, s2.acc: 94.6601, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0534, loss: 1.0705 2024-04-04 12:23:03,061 - mmdet - INFO - Epoch [26][3200/7330] lr: 4.612e-06, eta: 1 day, 8:31:44, time: 1.463, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1426, s0.acc: 94.9441, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2132, s1.loss_cls: 0.0679, s1.acc: 95.0777, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1064, s2.loss_cls: 0.0345, s2.acc: 94.8361, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0502, loss: 1.0062 2024-04-04 12:24:25,805 - mmdet - INFO - Epoch [26][3250/7330] lr: 4.612e-06, eta: 1 day, 8:30:31, time: 1.655, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1453, s0.acc: 94.9067, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2168, s1.loss_cls: 0.0690, s1.acc: 95.0548, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1087, s2.loss_cls: 0.0340, s2.acc: 95.0225, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0516, loss: 1.0187 2024-04-04 12:25:43,620 - mmdet - INFO - Epoch [26][3300/7330] lr: 4.612e-06, eta: 1 day, 8:29:17, time: 1.556, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1487, s0.acc: 94.8420, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2204, s1.loss_cls: 0.0694, s1.acc: 95.0831, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1096, s2.loss_cls: 0.0347, s2.acc: 94.9300, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0516, loss: 1.0360 2024-04-04 12:26:59,954 - mmdet - INFO - Epoch [26][3350/7330] lr: 4.612e-06, eta: 1 day, 8:28:01, time: 1.527, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1432, s0.acc: 94.9817, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2195, s1.loss_cls: 0.0675, s1.acc: 95.1439, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1096, s2.loss_cls: 0.0334, s2.acc: 95.1100, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0520, loss: 1.0195 2024-04-04 12:28:13,496 - mmdet - INFO - Epoch [26][3400/7330] lr: 4.612e-06, eta: 1 day, 8:26:45, time: 1.471, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1461, s0.acc: 94.8604, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2228, s1.loss_cls: 0.0703, s1.acc: 95.0049, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1110, s2.loss_cls: 0.0345, s2.acc: 94.8704, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0526, loss: 1.0344 2024-04-04 12:29:30,300 - mmdet - INFO - Epoch [26][3450/7330] lr: 4.612e-06, eta: 1 day, 8:25:30, time: 1.536, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1483, s0.acc: 94.7510, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2208, s1.loss_cls: 0.0705, s1.acc: 94.9297, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1099, s2.loss_cls: 0.0356, s2.acc: 94.6536, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0519, loss: 1.0416 2024-04-04 12:30:46,646 - mmdet - INFO - Epoch [26][3500/7330] lr: 4.612e-06, eta: 1 day, 8:24:14, time: 1.527, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1466, s0.acc: 94.7937, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2184, s1.loss_cls: 0.0696, s1.acc: 94.9029, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1095, s2.loss_cls: 0.0350, s2.acc: 94.7432, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0521, loss: 1.0357 2024-04-04 12:32:03,239 - mmdet - INFO - Epoch [26][3550/7330] lr: 4.612e-06, eta: 1 day, 8:22:59, time: 1.532, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1435, s0.acc: 94.8628, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2240, s1.loss_cls: 0.0676, s1.acc: 95.0096, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1118, s2.loss_cls: 0.0340, s2.acc: 94.8657, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0530, loss: 1.0376 2024-04-04 12:33:18,161 - mmdet - INFO - Epoch [26][3600/7330] lr: 4.612e-06, eta: 1 day, 8:21:43, time: 1.498, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1462, s0.acc: 94.8596, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2208, s1.loss_cls: 0.0701, s1.acc: 94.9464, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1108, s2.loss_cls: 0.0349, s2.acc: 94.7725, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0522, loss: 1.0474 2024-04-04 12:34:33,217 - mmdet - INFO - Epoch [26][3650/7330] lr: 4.612e-06, eta: 1 day, 8:20:27, time: 1.501, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1506, s0.acc: 94.6584, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2247, s1.loss_cls: 0.0711, s1.acc: 94.8580, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1123, s2.loss_cls: 0.0358, s2.acc: 94.5795, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0530, loss: 1.0599 2024-04-04 12:35:50,306 - mmdet - INFO - Epoch [26][3700/7330] lr: 4.612e-06, eta: 1 day, 8:19:12, time: 1.542, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1557, s0.acc: 94.5535, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2213, s1.loss_cls: 0.0729, s1.acc: 94.7704, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1106, s2.loss_cls: 0.0367, s2.acc: 94.5815, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0522, loss: 1.0725 2024-04-04 12:37:04,648 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-04 12:37:04,649 - mmdet - INFO - Epoch [26][3750/7330] lr: 4.612e-06, eta: 1 day, 8:17:56, time: 1.487, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1511, s0.acc: 94.7224, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2190, s1.loss_cls: 0.0708, s1.acc: 94.8603, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1090, s2.loss_cls: 0.0355, s2.acc: 94.7159, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0517, loss: 1.0517 2024-04-04 12:38:21,348 - mmdet - INFO - Epoch [26][3800/7330] lr: 4.612e-06, eta: 1 day, 8:16:41, time: 1.534, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1482, s0.acc: 94.7102, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2182, s1.loss_cls: 0.0715, s1.acc: 94.7304, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1085, s2.loss_cls: 0.0357, s2.acc: 94.6439, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0514, loss: 1.0525 2024-04-04 12:39:39,618 - mmdet - INFO - Epoch [26][3850/7330] lr: 4.612e-06, eta: 1 day, 8:15:27, time: 1.565, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1489, s0.acc: 94.7949, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2161, s1.loss_cls: 0.0710, s1.acc: 94.9023, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1064, s2.loss_cls: 0.0356, s2.acc: 94.7389, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0505, loss: 1.0319 2024-04-04 12:40:58,169 - mmdet - INFO - Epoch [26][3900/7330] lr: 4.612e-06, eta: 1 day, 8:14:12, time: 1.572, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1534, s0.acc: 94.6094, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2281, s1.loss_cls: 0.0728, s1.acc: 94.7584, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1117, s2.loss_cls: 0.0359, s2.acc: 94.7022, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0530, loss: 1.0607 2024-04-04 12:42:11,123 - mmdet - INFO - Epoch [26][3950/7330] lr: 4.612e-06, eta: 1 day, 8:12:55, time: 1.459, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1396, s0.acc: 95.1299, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2138, s1.loss_cls: 0.0661, s1.acc: 95.2239, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1059, s2.loss_cls: 0.0332, s2.acc: 95.0919, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0498, loss: 0.9939 2024-04-04 12:43:28,244 - mmdet - INFO - Epoch [26][4000/7330] lr: 4.612e-06, eta: 1 day, 8:11:40, time: 1.542, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1463, s0.acc: 94.8718, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2187, s1.loss_cls: 0.0693, s1.acc: 95.0760, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1092, s2.loss_cls: 0.0348, s2.acc: 94.8376, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0516, loss: 1.0402 2024-04-04 12:44:44,807 - mmdet - INFO - Epoch [26][4050/7330] lr: 4.612e-06, eta: 1 day, 8:10:25, time: 1.531, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1537, s0.acc: 94.5193, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2172, s1.loss_cls: 0.0731, s1.acc: 94.6184, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1089, s2.loss_cls: 0.0370, s2.acc: 94.4506, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0516, loss: 1.0681 2024-04-04 12:46:03,033 - mmdet - INFO - Epoch [26][4100/7330] lr: 4.612e-06, eta: 1 day, 8:09:11, time: 1.564, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1501, s0.acc: 94.5483, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2191, s1.loss_cls: 0.0716, s1.acc: 94.6217, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1093, s2.loss_cls: 0.0368, s2.acc: 94.3492, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0518, loss: 1.0614 2024-04-04 12:47:18,637 - mmdet - INFO - Epoch [26][4150/7330] lr: 4.612e-06, eta: 1 day, 8:07:55, time: 1.512, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1429, s0.acc: 94.9255, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2159, s1.loss_cls: 0.0684, s1.acc: 95.0688, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1079, s2.loss_cls: 0.0346, s2.acc: 94.9520, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0512, loss: 1.0142 2024-04-04 12:48:33,700 - mmdet - INFO - Epoch [26][4200/7330] lr: 4.612e-06, eta: 1 day, 8:06:39, time: 1.501, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1497, s0.acc: 94.6975, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2227, s1.loss_cls: 0.0716, s1.acc: 94.7937, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1102, s2.loss_cls: 0.0356, s2.acc: 94.6957, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0522, loss: 1.0564 2024-04-04 12:49:45,717 - mmdet - INFO - Epoch [26][4250/7330] lr: 4.612e-06, eta: 1 day, 8:05:22, time: 1.440, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1463, s0.acc: 94.8403, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2179, s1.loss_cls: 0.0683, s1.acc: 95.0634, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1085, s2.loss_cls: 0.0341, s2.acc: 94.9437, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0515, loss: 1.0186 2024-04-04 12:51:01,169 - mmdet - INFO - Epoch [26][4300/7330] lr: 4.612e-06, eta: 1 day, 8:04:06, time: 1.509, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1445, s0.acc: 94.8596, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2140, s1.loss_cls: 0.0687, s1.acc: 95.0174, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1066, s2.loss_cls: 0.0347, s2.acc: 94.7432, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0507, loss: 1.0199 2024-04-04 12:52:16,827 - mmdet - INFO - Epoch [26][4350/7330] lr: 4.612e-06, eta: 1 day, 8:02:51, time: 1.513, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1475, s0.acc: 94.8354, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2193, s1.loss_cls: 0.0696, s1.acc: 95.0061, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1095, s2.loss_cls: 0.0347, s2.acc: 94.9409, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0514, loss: 1.0319 2024-04-04 12:53:32,139 - mmdet - INFO - Epoch [26][4400/7330] lr: 4.612e-06, eta: 1 day, 8:01:35, time: 1.507, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1538, s0.acc: 94.6082, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2246, s1.loss_cls: 0.0723, s1.acc: 94.8138, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1117, s2.loss_cls: 0.0359, s2.acc: 94.7727, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0530, loss: 1.0766 2024-04-04 12:54:47,097 - mmdet - INFO - Epoch [26][4450/7330] lr: 4.612e-06, eta: 1 day, 8:00:19, time: 1.499, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1491, s0.acc: 94.6711, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2220, s1.loss_cls: 0.0705, s1.acc: 94.8246, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1107, s2.loss_cls: 0.0359, s2.acc: 94.5963, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0525, loss: 1.0453 2024-04-04 12:56:02,271 - mmdet - INFO - Epoch [26][4500/7330] lr: 4.612e-06, eta: 1 day, 7:59:03, time: 1.503, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1443, s0.acc: 94.8923, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2189, s1.loss_cls: 0.0680, s1.acc: 95.0356, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1096, s2.loss_cls: 0.0344, s2.acc: 94.8712, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0522, loss: 1.0353 2024-04-04 12:57:15,825 - mmdet - INFO - Epoch [26][4550/7330] lr: 4.612e-06, eta: 1 day, 7:57:47, time: 1.471, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1370, s0.acc: 95.1643, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2138, s1.loss_cls: 0.0658, s1.acc: 95.2783, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1077, s2.loss_cls: 0.0333, s2.acc: 95.0377, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0511, loss: 0.9934 2024-04-04 12:58:29,473 - mmdet - INFO - Epoch [26][4600/7330] lr: 4.612e-06, eta: 1 day, 7:56:30, time: 1.473, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1423, s0.acc: 94.9775, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2120, s1.loss_cls: 0.0679, s1.acc: 95.1175, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1048, s2.loss_cls: 0.0339, s2.acc: 94.9670, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0496, loss: 1.0126 2024-04-04 12:59:42,690 - mmdet - INFO - Epoch [26][4650/7330] lr: 4.612e-06, eta: 1 day, 7:55:14, time: 1.464, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1411, s0.acc: 95.1001, s0.loss_bbox: 0.2042, s0.loss_mask: 0.2162, s1.loss_cls: 0.0673, s1.acc: 95.2342, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1085, s2.loss_cls: 0.0332, s2.acc: 95.0585, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0516, loss: 1.0056 2024-04-04 13:00:58,819 - mmdet - INFO - Epoch [26][4700/7330] lr: 4.612e-06, eta: 1 day, 7:53:58, time: 1.523, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1408, s0.acc: 94.9292, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2207, s1.loss_cls: 0.0669, s1.acc: 95.0756, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1092, s2.loss_cls: 0.0337, s2.acc: 94.9102, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0513, loss: 1.0231 2024-04-04 13:02:17,986 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-04 13:02:17,987 - mmdet - INFO - Epoch [26][4750/7330] lr: 4.612e-06, eta: 1 day, 7:52:44, time: 1.583, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1440, s0.acc: 94.8953, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2183, s1.loss_cls: 0.0669, s1.acc: 95.1558, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1083, s2.loss_cls: 0.0336, s2.acc: 94.9161, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0514, loss: 1.0256 2024-04-04 13:03:32,848 - mmdet - INFO - Epoch [26][4800/7330] lr: 4.612e-06, eta: 1 day, 7:51:28, time: 1.497, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1485, s0.acc: 94.6775, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2209, s1.loss_cls: 0.0702, s1.acc: 94.8239, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1102, s2.loss_cls: 0.0351, s2.acc: 94.6663, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0521, loss: 1.0623 2024-04-04 13:04:45,200 - mmdet - INFO - Epoch [26][4850/7330] lr: 4.612e-06, eta: 1 day, 7:50:11, time: 1.447, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1403, s0.acc: 95.0142, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2127, s1.loss_cls: 0.0661, s1.acc: 95.1628, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1073, s2.loss_cls: 0.0336, s2.acc: 94.9634, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0508, loss: 0.9994 2024-04-04 13:06:00,847 - mmdet - INFO - Epoch [26][4900/7330] lr: 4.612e-06, eta: 1 day, 7:48:56, time: 1.513, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1554, s0.acc: 94.5703, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2223, s1.loss_cls: 0.0742, s1.acc: 94.6966, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1106, s2.loss_cls: 0.0376, s2.acc: 94.5457, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0521, loss: 1.0659 2024-04-04 13:07:13,166 - mmdet - INFO - Epoch [26][4950/7330] lr: 4.612e-06, eta: 1 day, 7:47:39, time: 1.446, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1542, s0.acc: 94.5515, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2206, s1.loss_cls: 0.0731, s1.acc: 94.6669, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1098, s2.loss_cls: 0.0368, s2.acc: 94.5245, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0520, loss: 1.0743 2024-04-04 13:08:29,400 - mmdet - INFO - Epoch [26][5000/7330] lr: 4.612e-06, eta: 1 day, 7:46:23, time: 1.525, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1432, s0.acc: 94.8760, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2152, s1.loss_cls: 0.0679, s1.acc: 95.0492, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1077, s2.loss_cls: 0.0340, s2.acc: 94.9990, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0511, loss: 1.0148 2024-04-04 13:09:46,871 - mmdet - INFO - Epoch [26][5050/7330] lr: 4.612e-06, eta: 1 day, 7:45:09, time: 1.549, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1479, s0.acc: 94.7834, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2272, s1.loss_cls: 0.0706, s1.acc: 94.8323, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1122, s2.loss_cls: 0.0355, s2.acc: 94.6268, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0527, loss: 1.0548 2024-04-04 13:11:04,541 - mmdet - INFO - Epoch [26][5100/7330] lr: 4.612e-06, eta: 1 day, 7:43:54, time: 1.553, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1526, s0.acc: 94.5730, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2210, s1.loss_cls: 0.0715, s1.acc: 94.7838, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1099, s2.loss_cls: 0.0360, s2.acc: 94.5925, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0516, loss: 1.0695 2024-04-04 13:12:17,787 - mmdet - INFO - Epoch [26][5150/7330] lr: 4.612e-06, eta: 1 day, 7:42:37, time: 1.465, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1378, s0.acc: 95.1628, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2109, s1.loss_cls: 0.0652, s1.acc: 95.3093, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1063, s2.loss_cls: 0.0329, s2.acc: 95.1438, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0506, loss: 0.9906 2024-04-04 13:13:30,654 - mmdet - INFO - Epoch [26][5200/7330] lr: 4.612e-06, eta: 1 day, 7:41:20, time: 1.457, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1473, s0.acc: 94.8740, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2183, s1.loss_cls: 0.0694, s1.acc: 95.0258, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1087, s2.loss_cls: 0.0352, s2.acc: 94.9018, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0515, loss: 1.0361 2024-04-04 13:14:45,773 - mmdet - INFO - Epoch [26][5250/7330] lr: 4.612e-06, eta: 1 day, 7:40:05, time: 1.502, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1543, s0.acc: 94.5542, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2209, s1.loss_cls: 0.0734, s1.acc: 94.6632, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1099, s2.loss_cls: 0.0366, s2.acc: 94.5407, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0518, loss: 1.0637 2024-04-04 13:16:00,029 - mmdet - INFO - Epoch [26][5300/7330] lr: 4.612e-06, eta: 1 day, 7:38:48, time: 1.485, data_time: 0.064, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1466, s0.acc: 94.8027, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2176, s1.loss_cls: 0.0701, s1.acc: 94.8928, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1097, s2.loss_cls: 0.0354, s2.acc: 94.5912, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0519, loss: 1.0350 2024-04-04 13:17:16,773 - mmdet - INFO - Epoch [26][5350/7330] lr: 4.612e-06, eta: 1 day, 7:37:33, time: 1.534, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1503, s0.acc: 94.6956, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2184, s1.loss_cls: 0.0707, s1.acc: 94.9514, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1091, s2.loss_cls: 0.0354, s2.acc: 94.7003, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0517, loss: 1.0439 2024-04-04 13:18:32,379 - mmdet - INFO - Epoch [26][5400/7330] lr: 4.612e-06, eta: 1 day, 7:36:18, time: 1.512, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1448, s0.acc: 94.8987, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2176, s1.loss_cls: 0.0680, s1.acc: 95.0532, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1091, s2.loss_cls: 0.0341, s2.acc: 94.9697, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0517, loss: 1.0330 2024-04-04 13:19:44,275 - mmdet - INFO - Epoch [26][5450/7330] lr: 4.612e-06, eta: 1 day, 7:35:01, time: 1.438, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1430, s0.acc: 94.9934, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2198, s1.loss_cls: 0.0672, s1.acc: 95.2441, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1103, s2.loss_cls: 0.0339, s2.acc: 95.0923, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0518, loss: 1.0376 2024-04-04 13:20:57,552 - mmdet - INFO - Epoch [26][5500/7330] lr: 4.612e-06, eta: 1 day, 7:33:44, time: 1.466, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1482, s0.acc: 94.8169, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2201, s1.loss_cls: 0.0698, s1.acc: 94.9982, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1088, s2.loss_cls: 0.0346, s2.acc: 95.0083, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0514, loss: 1.0397 2024-04-04 13:22:11,500 - mmdet - INFO - Epoch [26][5550/7330] lr: 4.612e-06, eta: 1 day, 7:32:28, time: 1.479, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1488, s0.acc: 94.8384, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2171, s1.loss_cls: 0.0712, s1.acc: 94.9757, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1072, s2.loss_cls: 0.0353, s2.acc: 94.8178, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0508, loss: 1.0190 2024-04-04 13:23:28,941 - mmdet - INFO - Epoch [26][5600/7330] lr: 4.612e-06, eta: 1 day, 7:31:13, time: 1.549, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1459, s0.acc: 94.9573, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2180, s1.loss_cls: 0.0690, s1.acc: 95.1588, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1090, s2.loss_cls: 0.0345, s2.acc: 94.9607, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0518, loss: 1.0166 2024-04-04 13:24:43,201 - mmdet - INFO - Epoch [26][5650/7330] lr: 4.612e-06, eta: 1 day, 7:29:57, time: 1.485, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1526, s0.acc: 94.6970, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2208, s1.loss_cls: 0.0723, s1.acc: 94.8018, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1100, s2.loss_cls: 0.0361, s2.acc: 94.6151, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0523, loss: 1.0493 2024-04-04 13:26:00,377 - mmdet - INFO - Epoch [26][5700/7330] lr: 4.612e-06, eta: 1 day, 7:28:42, time: 1.543, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1429, s0.acc: 94.9045, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2211, s1.loss_cls: 0.0673, s1.acc: 95.1195, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1103, s2.loss_cls: 0.0339, s2.acc: 94.9147, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0524, loss: 1.0264 2024-04-04 13:27:15,399 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-04 13:27:15,400 - mmdet - INFO - Epoch [26][5750/7330] lr: 4.612e-06, eta: 1 day, 7:27:26, time: 1.501, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1545, s0.acc: 94.4795, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2212, s1.loss_cls: 0.0744, s1.acc: 94.5584, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1099, s2.loss_cls: 0.0373, s2.acc: 94.4793, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0521, loss: 1.0744 2024-04-04 13:28:30,974 - mmdet - INFO - Epoch [26][5800/7330] lr: 4.612e-06, eta: 1 day, 7:26:10, time: 1.511, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1429, s0.acc: 94.9121, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2215, s1.loss_cls: 0.0675, s1.acc: 95.0279, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1096, s2.loss_cls: 0.0345, s2.acc: 94.8072, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0519, loss: 1.0284 2024-04-04 13:29:52,065 - mmdet - INFO - Epoch [26][5850/7330] lr: 4.612e-06, eta: 1 day, 7:24:57, time: 1.622, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1437, s0.acc: 94.9106, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2179, s1.loss_cls: 0.0677, s1.acc: 95.0624, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1104, s2.loss_cls: 0.0341, s2.acc: 94.9043, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0526, loss: 1.0255 2024-04-04 13:31:06,659 - mmdet - INFO - Epoch [26][5900/7330] lr: 4.612e-06, eta: 1 day, 7:23:41, time: 1.492, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1442, s0.acc: 94.9177, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2189, s1.loss_cls: 0.0679, s1.acc: 95.0980, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1099, s2.loss_cls: 0.0348, s2.acc: 94.8874, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0520, loss: 1.0276 2024-04-04 13:32:23,899 - mmdet - INFO - Epoch [26][5950/7330] lr: 4.612e-06, eta: 1 day, 7:22:26, time: 1.544, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1449, s0.acc: 94.7876, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2155, s1.loss_cls: 0.0699, s1.acc: 94.8060, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1070, s2.loss_cls: 0.0350, s2.acc: 94.6724, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0506, loss: 1.0330 2024-04-04 13:33:37,362 - mmdet - INFO - Epoch [26][6000/7330] lr: 4.612e-06, eta: 1 day, 7:21:09, time: 1.470, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1497, s0.acc: 94.7715, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2153, s1.loss_cls: 0.0715, s1.acc: 94.8640, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1081, s2.loss_cls: 0.0357, s2.acc: 94.7405, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0516, loss: 1.0416 2024-04-04 13:34:53,095 - mmdet - INFO - Epoch [26][6050/7330] lr: 4.612e-06, eta: 1 day, 7:19:54, time: 1.515, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1492, s0.acc: 94.8218, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2130, s1.loss_cls: 0.0712, s1.acc: 94.9358, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1064, s2.loss_cls: 0.0354, s2.acc: 94.8617, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0503, loss: 1.0359 2024-04-04 13:36:08,704 - mmdet - INFO - Epoch [26][6100/7330] lr: 4.612e-06, eta: 1 day, 7:18:38, time: 1.512, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1594, s0.acc: 94.3838, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2278, s1.loss_cls: 0.0768, s1.acc: 94.4121, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1124, s2.loss_cls: 0.0383, s2.acc: 94.2567, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0531, loss: 1.0951 2024-04-04 13:37:23,319 - mmdet - INFO - Epoch [26][6150/7330] lr: 4.612e-06, eta: 1 day, 7:17:22, time: 1.492, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1472, s0.acc: 94.7153, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2225, s1.loss_cls: 0.0700, s1.acc: 94.8891, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1113, s2.loss_cls: 0.0353, s2.acc: 94.7278, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0528, loss: 1.0482 2024-04-04 13:38:39,688 - mmdet - INFO - Epoch [26][6200/7330] lr: 4.612e-06, eta: 1 day, 7:16:07, time: 1.527, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1436, s0.acc: 94.9448, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2186, s1.loss_cls: 0.0675, s1.acc: 95.1350, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1093, s2.loss_cls: 0.0338, s2.acc: 94.9300, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0521, loss: 1.0277 2024-04-04 13:39:53,780 - mmdet - INFO - Epoch [26][6250/7330] lr: 4.612e-06, eta: 1 day, 7:14:50, time: 1.482, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1486, s0.acc: 94.6794, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2182, s1.loss_cls: 0.0709, s1.acc: 94.8784, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1082, s2.loss_cls: 0.0348, s2.acc: 94.7683, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0511, loss: 1.0424 2024-04-04 13:41:08,741 - mmdet - INFO - Epoch [26][6300/7330] lr: 4.612e-06, eta: 1 day, 7:13:35, time: 1.499, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1439, s0.acc: 94.8862, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2179, s1.loss_cls: 0.0674, s1.acc: 95.0670, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1084, s2.loss_cls: 0.0342, s2.acc: 94.8642, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0512, loss: 1.0306 2024-04-04 13:42:24,833 - mmdet - INFO - Epoch [26][6350/7330] lr: 4.612e-06, eta: 1 day, 7:12:19, time: 1.522, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1462, s0.acc: 94.7764, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2126, s1.loss_cls: 0.0693, s1.acc: 95.0199, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1067, s2.loss_cls: 0.0351, s2.acc: 94.8366, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0507, loss: 1.0235 2024-04-04 13:43:42,453 - mmdet - INFO - Epoch [26][6400/7330] lr: 4.612e-06, eta: 1 day, 7:11:04, time: 1.552, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1452, s0.acc: 94.8596, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2205, s1.loss_cls: 0.0690, s1.acc: 95.0288, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1101, s2.loss_cls: 0.0351, s2.acc: 94.8423, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0521, loss: 1.0320 2024-04-04 13:45:00,234 - mmdet - INFO - Epoch [26][6450/7330] lr: 4.612e-06, eta: 1 day, 7:09:50, time: 1.556, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1494, s0.acc: 94.6504, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2173, s1.loss_cls: 0.0714, s1.acc: 94.8334, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1079, s2.loss_cls: 0.0361, s2.acc: 94.6830, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0508, loss: 1.0418 2024-04-04 13:46:16,672 - mmdet - INFO - Epoch [26][6500/7330] lr: 4.612e-06, eta: 1 day, 7:08:34, time: 1.529, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1522, s0.acc: 94.7139, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2188, s1.loss_cls: 0.0719, s1.acc: 94.9049, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1090, s2.loss_cls: 0.0366, s2.acc: 94.7254, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0517, loss: 1.0522 2024-04-04 13:47:30,475 - mmdet - INFO - Epoch [26][6550/7330] lr: 4.612e-06, eta: 1 day, 7:07:18, time: 1.476, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1413, s0.acc: 94.9878, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2196, s1.loss_cls: 0.0668, s1.acc: 95.1441, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1106, s2.loss_cls: 0.0336, s2.acc: 94.9725, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0525, loss: 1.0173 2024-04-04 13:48:47,746 - mmdet - INFO - Epoch [26][6600/7330] lr: 4.612e-06, eta: 1 day, 7:06:03, time: 1.545, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1588, s0.acc: 94.3499, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2228, s1.loss_cls: 0.0752, s1.acc: 94.5422, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1114, s2.loss_cls: 0.0380, s2.acc: 94.2824, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0531, loss: 1.0928 2024-04-04 13:50:02,495 - mmdet - INFO - Epoch [26][6650/7330] lr: 4.612e-06, eta: 1 day, 7:04:47, time: 1.495, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1453, s0.acc: 94.9136, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2184, s1.loss_cls: 0.0684, s1.acc: 95.0831, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1077, s2.loss_cls: 0.0342, s2.acc: 94.9657, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0508, loss: 1.0296 2024-04-04 13:51:21,270 - mmdet - INFO - Epoch [26][6700/7330] lr: 4.612e-06, eta: 1 day, 7:03:33, time: 1.575, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1639, s0.acc: 94.2673, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2268, s1.loss_cls: 0.0775, s1.acc: 94.3793, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1130, s2.loss_cls: 0.0391, s2.acc: 94.2172, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0536, loss: 1.1154 2024-04-04 13:52:40,279 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-04 13:52:40,279 - mmdet - INFO - Epoch [26][6750/7330] lr: 4.612e-06, eta: 1 day, 7:02:18, time: 1.580, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1493, s0.acc: 94.7014, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2143, s1.loss_cls: 0.0698, s1.acc: 94.9714, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1070, s2.loss_cls: 0.0349, s2.acc: 94.9046, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0509, loss: 1.0308 2024-04-04 13:53:58,168 - mmdet - INFO - Epoch [26][6800/7330] lr: 4.612e-06, eta: 1 day, 7:01:04, time: 1.558, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1491, s0.acc: 94.7424, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2168, s1.loss_cls: 0.0708, s1.acc: 94.8689, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1092, s2.loss_cls: 0.0353, s2.acc: 94.6869, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0515, loss: 1.0462 2024-04-04 13:55:10,325 - mmdet - INFO - Epoch [26][6850/7330] lr: 4.612e-06, eta: 1 day, 6:59:47, time: 1.443, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1576, s0.acc: 94.5818, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2211, s1.loss_cls: 0.0745, s1.acc: 94.7592, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1103, s2.loss_cls: 0.0371, s2.acc: 94.6903, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0524, loss: 1.0728 2024-04-04 13:56:25,981 - mmdet - INFO - Epoch [26][6900/7330] lr: 4.612e-06, eta: 1 day, 6:58:31, time: 1.513, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1448, s0.acc: 94.8882, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2239, s1.loss_cls: 0.0689, s1.acc: 95.0290, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1117, s2.loss_cls: 0.0345, s2.acc: 94.9024, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0525, loss: 1.0391 2024-04-04 13:57:42,994 - mmdet - INFO - Epoch [26][6950/7330] lr: 4.612e-06, eta: 1 day, 6:57:16, time: 1.540, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1482, s0.acc: 94.6233, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2251, s1.loss_cls: 0.0700, s1.acc: 94.7873, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1119, s2.loss_cls: 0.0351, s2.acc: 94.6098, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0533, loss: 1.0616 2024-04-04 13:58:54,425 - mmdet - INFO - Epoch [26][7000/7330] lr: 4.612e-06, eta: 1 day, 6:55:59, time: 1.429, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1514, s0.acc: 94.7317, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2197, s1.loss_cls: 0.0712, s1.acc: 94.9149, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1095, s2.loss_cls: 0.0349, s2.acc: 94.9183, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0520, loss: 1.0472 2024-04-04 14:00:10,644 - mmdet - INFO - Epoch [26][7050/7330] lr: 4.612e-06, eta: 1 day, 6:54:43, time: 1.524, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1486, s0.acc: 94.7278, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2192, s1.loss_cls: 0.0712, s1.acc: 94.9794, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1086, s2.loss_cls: 0.0357, s2.acc: 94.7379, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0517, loss: 1.0474 2024-04-04 14:01:26,846 - mmdet - INFO - Epoch [26][7100/7330] lr: 4.612e-06, eta: 1 day, 6:53:28, time: 1.524, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1397, s0.acc: 94.9038, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2178, s1.loss_cls: 0.0676, s1.acc: 95.0343, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1091, s2.loss_cls: 0.0343, s2.acc: 94.7870, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0518, loss: 1.0174 2024-04-04 14:02:40,577 - mmdet - INFO - Epoch [26][7150/7330] lr: 4.612e-06, eta: 1 day, 6:52:11, time: 1.475, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1500, s0.acc: 94.7734, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2185, s1.loss_cls: 0.0716, s1.acc: 94.8789, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1092, s2.loss_cls: 0.0354, s2.acc: 94.7656, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0517, loss: 1.0495 2024-04-04 14:03:58,778 - mmdet - INFO - Epoch [26][7200/7330] lr: 4.612e-06, eta: 1 day, 6:50:57, time: 1.564, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1514, s0.acc: 94.6013, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2154, s1.loss_cls: 0.0716, s1.acc: 94.7836, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1069, s2.loss_cls: 0.0357, s2.acc: 94.6966, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0506, loss: 1.0469 2024-04-04 14:05:18,651 - mmdet - INFO - Epoch [26][7250/7330] lr: 4.612e-06, eta: 1 day, 6:49:43, time: 1.597, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1420, s0.acc: 94.9597, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2193, s1.loss_cls: 0.0680, s1.acc: 95.1051, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1089, s2.loss_cls: 0.0345, s2.acc: 94.7861, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0517, loss: 1.0224 2024-04-04 14:06:34,469 - mmdet - INFO - Epoch [26][7300/7330] lr: 4.612e-06, eta: 1 day, 6:48:27, time: 1.516, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1517, s0.acc: 94.7356, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2132, s1.loss_cls: 0.0715, s1.acc: 94.9501, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1058, s2.loss_cls: 0.0357, s2.acc: 94.8131, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0502, loss: 1.0288 2024-04-04 14:07:19,854 - mmdet - INFO - Saving checkpoint at 26 epochs 2024-04-04 14:15:08,588 - mmdet - INFO - Evaluating bbox... 2024-04-04 14:15:51,824 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.506 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.694 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.549 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.329 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.551 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.458 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.673 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.778 2024-04-04 14:15:51,825 - mmdet - INFO - Evaluating segm... 2024-04-04 14:16:35,453 - 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 ] = 0.670 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.482 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.239 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.479 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.620 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 ] = 0.380 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.599 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.711 2024-04-04 14:16:36,049 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-04 14:16:36,050 - mmdet - INFO - Epoch(val) [26][1250] bbox_mAP: 0.5060, bbox_mAP_50: 0.6940, bbox_mAP_75: 0.5490, bbox_mAP_s: 0.3290, bbox_mAP_m: 0.5510, bbox_mAP_l: 0.6500, bbox_mAP_copypaste: 0.506 0.694 0.549 0.329 0.551 0.650, segm_mAP: 0.4430, segm_mAP_50: 0.6700, segm_mAP_75: 0.4820, segm_mAP_s: 0.2390, segm_mAP_m: 0.4790, segm_mAP_l: 0.6200, segm_mAP_copypaste: 0.443 0.670 0.482 0.239 0.479 0.620 2024-04-04 14:17:51,447 - mmdet - INFO - Epoch [27][50/7330] lr: 4.612e-06, eta: 1 day, 6:46:09, time: 1.507, data_time: 0.107, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1412, s0.acc: 95.0168, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2238, s1.loss_cls: 0.0665, s1.acc: 95.1667, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1116, s2.loss_cls: 0.0335, s2.acc: 95.0219, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0525, loss: 1.0290 2024-04-04 14:19:03,975 - mmdet - INFO - Epoch [27][100/7330] lr: 4.612e-06, eta: 1 day, 6:44:52, time: 1.451, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1450, s0.acc: 94.9434, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2161, s1.loss_cls: 0.0673, s1.acc: 95.2230, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1078, s2.loss_cls: 0.0333, s2.acc: 95.0710, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0509, loss: 1.0263 2024-04-04 14:20:18,194 - mmdet - INFO - Epoch [27][150/7330] lr: 4.612e-06, eta: 1 day, 6:43:36, time: 1.484, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1465, s0.acc: 94.7998, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2137, s1.loss_cls: 0.0690, s1.acc: 95.0256, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1065, s2.loss_cls: 0.0351, s2.acc: 94.8177, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0506, loss: 1.0280 2024-04-04 14:21:30,173 - mmdet - INFO - Epoch [27][200/7330] lr: 4.612e-06, eta: 1 day, 6:42:19, time: 1.440, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1483, s0.acc: 94.6816, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2251, s1.loss_cls: 0.0703, s1.acc: 94.8665, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1121, s2.loss_cls: 0.0353, s2.acc: 94.5997, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0529, loss: 1.0574 2024-04-04 14:22:40,758 - mmdet - INFO - Epoch [27][250/7330] lr: 4.612e-06, eta: 1 day, 6:41:01, time: 1.412, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1453, s0.acc: 94.8875, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2128, s1.loss_cls: 0.0678, s1.acc: 95.2064, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1067, s2.loss_cls: 0.0342, s2.acc: 95.0854, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0503, loss: 1.0209 2024-04-04 14:23:52,332 - mmdet - INFO - Epoch [27][300/7330] lr: 4.612e-06, eta: 1 day, 6:39:44, time: 1.431, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1403, s0.acc: 95.0308, s0.loss_bbox: 0.2019, s0.loss_mask: 0.2150, s1.loss_cls: 0.0669, s1.acc: 95.1491, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1078, s2.loss_cls: 0.0334, s2.acc: 94.9735, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0511, loss: 0.9979 2024-04-04 14:25:05,857 - mmdet - INFO - Epoch [27][350/7330] lr: 4.612e-06, eta: 1 day, 6:38:28, time: 1.470, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1378, s0.acc: 95.1082, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2190, s1.loss_cls: 0.0646, s1.acc: 95.3289, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1093, s2.loss_cls: 0.0324, s2.acc: 95.2472, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0518, loss: 1.0090 2024-04-04 14:26:20,718 - mmdet - INFO - Epoch [27][400/7330] lr: 4.612e-06, eta: 1 day, 6:37:12, time: 1.497, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1421, s0.acc: 94.9148, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2137, s1.loss_cls: 0.0676, s1.acc: 94.9512, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1070, s2.loss_cls: 0.0342, s2.acc: 94.7319, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0508, loss: 1.0128 2024-04-04 14:27:33,100 - mmdet - INFO - Epoch [27][450/7330] lr: 4.612e-06, eta: 1 day, 6:35:55, time: 1.448, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1503, s0.acc: 94.6060, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2203, s1.loss_cls: 0.0702, s1.acc: 94.8592, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1110, s2.loss_cls: 0.0352, s2.acc: 94.7426, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0527, loss: 1.0606 2024-04-04 14:28:51,600 - mmdet - INFO - Epoch [27][500/7330] lr: 4.612e-06, eta: 1 day, 6:34:41, time: 1.570, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1490, s0.acc: 94.6936, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2153, s1.loss_cls: 0.0704, s1.acc: 94.9646, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1078, s2.loss_cls: 0.0354, s2.acc: 94.6372, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0512, loss: 1.0507 2024-04-04 14:30:06,559 - mmdet - INFO - Epoch [27][550/7330] lr: 4.612e-06, eta: 1 day, 6:33:25, time: 1.499, data_time: 0.066, memory: 29881, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1392, s0.acc: 95.0356, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2142, s1.loss_cls: 0.0655, s1.acc: 95.1463, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1075, s2.loss_cls: 0.0331, s2.acc: 95.0646, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0511, loss: 1.0014 2024-04-04 14:31:22,557 - mmdet - INFO - Epoch [27][600/7330] lr: 4.612e-06, eta: 1 day, 6:32:09, time: 1.520, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1321, s0.acc: 95.3000, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2086, s1.loss_cls: 0.0621, s1.acc: 95.5383, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1049, s2.loss_cls: 0.0314, s2.acc: 95.3519, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0499, loss: 0.9672 2024-04-04 14:32:38,188 - mmdet - INFO - Epoch [27][650/7330] lr: 4.612e-06, eta: 1 day, 6:30:54, time: 1.513, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1436, s0.acc: 94.9490, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2156, s1.loss_cls: 0.0683, s1.acc: 95.0993, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1069, s2.loss_cls: 0.0341, s2.acc: 94.9729, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0509, loss: 1.0170 2024-04-04 14:33:55,934 - mmdet - INFO - Epoch [27][700/7330] lr: 4.612e-06, eta: 1 day, 6:29:39, time: 1.555, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1417, s0.acc: 94.9517, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2188, s1.loss_cls: 0.0676, s1.acc: 95.0764, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1086, s2.loss_cls: 0.0341, s2.acc: 94.9080, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0514, loss: 1.0248 2024-04-04 14:35:13,329 - mmdet - INFO - Epoch [27][750/7330] lr: 4.612e-06, eta: 1 day, 6:28:24, time: 1.548, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1430, s0.acc: 94.8525, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2134, s1.loss_cls: 0.0675, s1.acc: 95.0222, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1078, s2.loss_cls: 0.0339, s2.acc: 94.8568, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0511, loss: 1.0294 2024-04-04 14:36:29,870 - mmdet - INFO - Epoch [27][800/7330] lr: 4.612e-06, eta: 1 day, 6:27:09, time: 1.530, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1467, s0.acc: 94.7388, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2165, s1.loss_cls: 0.0692, s1.acc: 94.9171, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1081, s2.loss_cls: 0.0348, s2.acc: 94.7202, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0513, loss: 1.0305 2024-04-04 14:37:46,878 - mmdet - INFO - Epoch [27][850/7330] lr: 4.612e-06, eta: 1 day, 6:25:54, time: 1.541, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1434, s0.acc: 94.8147, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2193, s1.loss_cls: 0.0681, s1.acc: 94.9950, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1091, s2.loss_cls: 0.0343, s2.acc: 94.7608, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0515, loss: 1.0262 2024-04-04 14:39:04,971 - mmdet - INFO - Epoch [27][900/7330] lr: 4.612e-06, eta: 1 day, 6:24:39, time: 1.562, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1400, s0.acc: 95.0278, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2137, s1.loss_cls: 0.0666, s1.acc: 95.1378, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1075, s2.loss_cls: 0.0341, s2.acc: 94.9185, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0515, loss: 1.0128 2024-04-04 14:40:22,710 - mmdet - INFO - Epoch [27][950/7330] lr: 4.612e-06, eta: 1 day, 6:23:24, time: 1.555, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1431, s0.acc: 95.0024, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2191, s1.loss_cls: 0.0667, s1.acc: 95.2137, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1091, s2.loss_cls: 0.0335, s2.acc: 95.1248, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0518, loss: 1.0261 2024-04-04 14:41:37,582 - mmdet - INFO - Epoch [27][1000/7330] lr: 4.612e-06, eta: 1 day, 6:22:08, time: 1.497, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1361, s0.acc: 95.1797, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2124, s1.loss_cls: 0.0645, s1.acc: 95.2965, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1066, s2.loss_cls: 0.0319, s2.acc: 95.2639, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0508, loss: 0.9883 2024-04-04 14:42:52,371 - mmdet - INFO - Epoch [27][1050/7330] lr: 4.612e-06, eta: 1 day, 6:20:52, time: 1.496, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1458, s0.acc: 94.8071, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2155, s1.loss_cls: 0.0700, s1.acc: 94.8717, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1073, s2.loss_cls: 0.0349, s2.acc: 94.7807, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0509, loss: 1.0269 2024-04-04 14:44:06,692 - mmdet - INFO - Epoch [27][1100/7330] lr: 4.612e-06, eta: 1 day, 6:19:36, time: 1.486, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1397, s0.acc: 95.0571, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2132, s1.loss_cls: 0.0663, s1.acc: 95.1709, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1064, s2.loss_cls: 0.0336, s2.acc: 94.9599, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0504, loss: 0.9947 2024-04-04 14:45:21,803 - mmdet - INFO - Epoch [27][1150/7330] lr: 4.612e-06, eta: 1 day, 6:18:20, time: 1.502, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1441, s0.acc: 94.9268, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2163, s1.loss_cls: 0.0681, s1.acc: 94.9944, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1081, s2.loss_cls: 0.0341, s2.acc: 94.8754, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0515, loss: 1.0167 2024-04-04 14:46:38,828 - mmdet - INFO - Epoch [27][1200/7330] lr: 4.612e-06, eta: 1 day, 6:17:05, time: 1.540, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1495, s0.acc: 94.6055, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2181, s1.loss_cls: 0.0701, s1.acc: 94.8396, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1091, s2.loss_cls: 0.0354, s2.acc: 94.6020, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0516, loss: 1.0551 2024-04-04 14:47:55,503 - mmdet - INFO - Epoch [27][1250/7330] lr: 4.612e-06, eta: 1 day, 6:15:50, time: 1.533, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1406, s0.acc: 94.9714, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2147, s1.loss_cls: 0.0673, s1.acc: 95.1089, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1074, s2.loss_cls: 0.0335, s2.acc: 95.0077, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0508, loss: 1.0021 2024-04-04 14:49:14,744 - mmdet - INFO - Epoch [27][1300/7330] lr: 4.612e-06, eta: 1 day, 6:14:36, time: 1.585, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1435, s0.acc: 94.8918, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2184, s1.loss_cls: 0.0679, s1.acc: 95.1082, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1095, s2.loss_cls: 0.0340, s2.acc: 94.9226, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0516, loss: 1.0184 2024-04-04 14:50:27,527 - mmdet - INFO - Epoch [27][1350/7330] lr: 4.612e-06, eta: 1 day, 6:13:19, time: 1.456, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1458, s0.acc: 94.8984, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2183, s1.loss_cls: 0.0679, s1.acc: 95.1228, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1100, s2.loss_cls: 0.0344, s2.acc: 94.8891, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0523, loss: 1.0328 2024-04-04 14:51:42,754 - mmdet - INFO - Epoch [27][1400/7330] lr: 4.612e-06, eta: 1 day, 6:12:03, time: 1.505, data_time: 0.043, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1452, s0.acc: 94.7791, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2204, s1.loss_cls: 0.0688, s1.acc: 94.9288, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1100, s2.loss_cls: 0.0342, s2.acc: 94.8616, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0520, loss: 1.0451 2024-04-04 14:52:59,499 - mmdet - INFO - Epoch [27][1450/7330] lr: 4.612e-06, eta: 1 day, 6:10:48, time: 1.535, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1389, s0.acc: 95.0056, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2194, s1.loss_cls: 0.0662, s1.acc: 95.1790, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1093, s2.loss_cls: 0.0337, s2.acc: 94.9668, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0518, loss: 1.0149 2024-04-04 14:54:13,962 - mmdet - INFO - Epoch [27][1500/7330] lr: 4.612e-06, eta: 1 day, 6:09:32, time: 1.489, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1480, s0.acc: 94.7915, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2179, s1.loss_cls: 0.0696, s1.acc: 94.9564, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1082, s2.loss_cls: 0.0349, s2.acc: 94.7602, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0511, loss: 1.0374 2024-04-04 14:55:32,454 - mmdet - INFO - Epoch [27][1550/7330] lr: 4.612e-06, eta: 1 day, 6:08:18, time: 1.570, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1426, s0.acc: 95.0234, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2153, s1.loss_cls: 0.0669, s1.acc: 95.2681, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1064, s2.loss_cls: 0.0332, s2.acc: 95.1265, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0504, loss: 1.0043 2024-04-04 14:56:46,679 - mmdet - INFO - Epoch [27][1600/7330] lr: 4.612e-06, eta: 1 day, 6:07:02, time: 1.485, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1452, s0.acc: 94.7964, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2147, s1.loss_cls: 0.0687, s1.acc: 94.9333, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1074, s2.loss_cls: 0.0346, s2.acc: 94.7910, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0508, loss: 1.0262 2024-04-04 14:58:02,221 - mmdet - INFO - Epoch [27][1650/7330] lr: 4.612e-06, eta: 1 day, 6:05:46, time: 1.511, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1455, s0.acc: 94.8547, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2188, s1.loss_cls: 0.0677, s1.acc: 95.1184, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1084, s2.loss_cls: 0.0339, s2.acc: 94.8883, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0513, loss: 1.0310 2024-04-04 14:59:20,225 - mmdet - INFO - Epoch [27][1700/7330] lr: 4.612e-06, eta: 1 day, 6:04:31, time: 1.560, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1453, s0.acc: 94.8262, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2174, s1.loss_cls: 0.0685, s1.acc: 95.0506, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1075, s2.loss_cls: 0.0348, s2.acc: 94.8719, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0510, loss: 1.0300 2024-04-04 15:00:37,379 - mmdet - INFO - Epoch [27][1750/7330] lr: 4.612e-06, eta: 1 day, 6:03:16, time: 1.543, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1408, s0.acc: 94.9873, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2168, s1.loss_cls: 0.0672, s1.acc: 95.1644, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1076, s2.loss_cls: 0.0337, s2.acc: 95.0557, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0507, loss: 1.0040 2024-04-04 15:01:52,531 - mmdet - INFO - Epoch [27][1800/7330] lr: 4.612e-06, eta: 1 day, 6:02:00, time: 1.503, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1430, s0.acc: 94.9563, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2173, s1.loss_cls: 0.0665, s1.acc: 95.1969, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1069, s2.loss_cls: 0.0330, s2.acc: 95.1703, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0508, loss: 1.0280 2024-04-04 15:03:11,599 - mmdet - INFO - Epoch [27][1850/7330] lr: 4.612e-06, eta: 1 day, 6:00:46, time: 1.581, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1448, s0.acc: 94.8669, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2143, s1.loss_cls: 0.0682, s1.acc: 95.0726, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1070, s2.loss_cls: 0.0342, s2.acc: 94.7471, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0506, loss: 1.0207 2024-04-04 15:04:26,315 - mmdet - INFO - Epoch [27][1900/7330] lr: 4.612e-06, eta: 1 day, 5:59:30, time: 1.494, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1420, s0.acc: 94.8975, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2169, s1.loss_cls: 0.0664, s1.acc: 95.1241, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1074, s2.loss_cls: 0.0341, s2.acc: 94.8363, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0506, loss: 1.0158 2024-04-04 15:05:39,907 - mmdet - INFO - Epoch [27][1950/7330] lr: 4.612e-06, eta: 1 day, 5:58:14, time: 1.472, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1483, s0.acc: 94.6931, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2156, s1.loss_cls: 0.0705, s1.acc: 94.8364, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1071, s2.loss_cls: 0.0349, s2.acc: 94.7457, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0510, loss: 1.0392 2024-04-04 15:06:56,888 - mmdet - INFO - Epoch [27][2000/7330] lr: 4.612e-06, eta: 1 day, 5:56:59, time: 1.540, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1476, s0.acc: 94.7834, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2201, s1.loss_cls: 0.0698, s1.acc: 94.9486, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1096, s2.loss_cls: 0.0348, s2.acc: 94.7617, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0516, loss: 1.0329 2024-04-04 15:08:09,658 - mmdet - INFO - Epoch [27][2050/7330] lr: 4.612e-06, eta: 1 day, 5:55:42, time: 1.455, data_time: 0.045, memory: 29881, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1425, s0.acc: 94.8535, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2149, s1.loss_cls: 0.0672, s1.acc: 95.0455, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1065, s2.loss_cls: 0.0338, s2.acc: 94.9619, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0502, loss: 1.0184 2024-04-04 15:09:29,233 - mmdet - INFO - Epoch [27][2100/7330] lr: 4.612e-06, eta: 1 day, 5:54:28, time: 1.592, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1424, s0.acc: 94.8914, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2181, s1.loss_cls: 0.0671, s1.acc: 95.1024, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1090, s2.loss_cls: 0.0340, s2.acc: 94.8907, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0515, loss: 1.0253 2024-04-04 15:10:43,153 - mmdet - INFO - Epoch [27][2150/7330] lr: 4.612e-06, eta: 1 day, 5:53:12, time: 1.478, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1435, s0.acc: 94.9404, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2205, s1.loss_cls: 0.0687, s1.acc: 95.0945, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1106, s2.loss_cls: 0.0345, s2.acc: 94.9168, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0525, loss: 1.0289 2024-04-04 15:11:58,705 - mmdet - INFO - Epoch [27][2200/7330] lr: 4.612e-06, eta: 1 day, 5:51:56, time: 1.511, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1404, s0.acc: 95.0813, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2118, s1.loss_cls: 0.0666, s1.acc: 95.2697, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1053, s2.loss_cls: 0.0332, s2.acc: 95.1598, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0499, loss: 0.9961 2024-04-04 15:13:14,006 - mmdet - INFO - Epoch [27][2250/7330] lr: 4.612e-06, eta: 1 day, 5:50:40, time: 1.506, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1495, s0.acc: 94.6345, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2147, s1.loss_cls: 0.0714, s1.acc: 94.8015, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1079, s2.loss_cls: 0.0362, s2.acc: 94.6651, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0514, loss: 1.0480 2024-04-04 15:14:29,128 - mmdet - INFO - Epoch [27][2300/7330] lr: 4.612e-06, eta: 1 day, 5:49:25, time: 1.502, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1462, s0.acc: 94.8069, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2161, s1.loss_cls: 0.0696, s1.acc: 94.9355, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1083, s2.loss_cls: 0.0345, s2.acc: 94.7223, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0514, loss: 1.0359 2024-04-04 15:15:45,762 - mmdet - INFO - Epoch [27][2350/7330] lr: 4.612e-06, eta: 1 day, 5:48:09, time: 1.532, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1588, s0.acc: 94.3955, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2230, s1.loss_cls: 0.0756, s1.acc: 94.4973, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1115, s2.loss_cls: 0.0376, s2.acc: 94.3367, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0526, loss: 1.0863 2024-04-04 15:17:01,513 - mmdet - INFO - Epoch [27][2400/7330] lr: 4.612e-06, eta: 1 day, 5:46:54, time: 1.515, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1492, s0.acc: 94.6704, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2198, s1.loss_cls: 0.0703, s1.acc: 94.8488, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1097, s2.loss_cls: 0.0351, s2.acc: 94.7111, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0519, loss: 1.0436 2024-04-04 15:18:15,370 - mmdet - INFO - Epoch [27][2450/7330] lr: 4.612e-06, eta: 1 day, 5:45:38, time: 1.477, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1535, s0.acc: 94.6221, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2185, s1.loss_cls: 0.0716, s1.acc: 94.8683, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1103, s2.loss_cls: 0.0358, s2.acc: 94.7187, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0520, loss: 1.0650 2024-04-04 15:19:29,877 - mmdet - INFO - Epoch [27][2500/7330] lr: 4.612e-06, eta: 1 day, 5:44:21, time: 1.490, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1383, s0.acc: 95.0278, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2180, s1.loss_cls: 0.0657, s1.acc: 95.1792, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1095, s2.loss_cls: 0.0328, s2.acc: 94.9658, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0514, loss: 1.0102 2024-04-04 15:20:43,073 - mmdet - INFO - Epoch [27][2550/7330] lr: 4.612e-06, eta: 1 day, 5:43:05, time: 1.464, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1415, s0.acc: 95.0002, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2148, s1.loss_cls: 0.0671, s1.acc: 95.1546, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1080, s2.loss_cls: 0.0341, s2.acc: 94.9475, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0508, loss: 1.0085 2024-04-04 15:21:55,087 - mmdet - INFO - Epoch [27][2600/7330] lr: 4.612e-06, eta: 1 day, 5:41:48, time: 1.440, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1535, s0.acc: 94.5364, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2233, s1.loss_cls: 0.0723, s1.acc: 94.7711, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1101, s2.loss_cls: 0.0359, s2.acc: 94.7280, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0523, loss: 1.0613 2024-04-04 15:23:10,607 - mmdet - INFO - Epoch [27][2650/7330] lr: 4.612e-06, eta: 1 day, 5:40:32, time: 1.511, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1479, s0.acc: 94.8005, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2201, s1.loss_cls: 0.0707, s1.acc: 94.9402, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1096, s2.loss_cls: 0.0355, s2.acc: 94.7379, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0518, loss: 1.0389 2024-04-04 15:24:26,558 - mmdet - INFO - Epoch [27][2700/7330] lr: 4.612e-06, eta: 1 day, 5:39:17, time: 1.519, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1509, s0.acc: 94.6707, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2218, s1.loss_cls: 0.0707, s1.acc: 94.8754, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1113, s2.loss_cls: 0.0358, s2.acc: 94.6388, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0527, loss: 1.0601 2024-04-04 15:25:43,798 - mmdet - INFO - Epoch [27][2750/7330] lr: 4.612e-06, eta: 1 day, 5:38:02, time: 1.545, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1453, s0.acc: 94.8291, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2115, s1.loss_cls: 0.0686, s1.acc: 95.0186, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1077, s2.loss_cls: 0.0348, s2.acc: 94.8121, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0513, loss: 1.0320 2024-04-04 15:26:58,178 - mmdet - INFO - Epoch [27][2800/7330] lr: 4.612e-06, eta: 1 day, 5:36:46, time: 1.488, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1508, s0.acc: 94.6362, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2189, s1.loss_cls: 0.0716, s1.acc: 94.8735, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1085, s2.loss_cls: 0.0360, s2.acc: 94.6720, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0514, loss: 1.0535 2024-04-04 15:28:10,531 - mmdet - INFO - Epoch [27][2850/7330] lr: 4.612e-06, eta: 1 day, 5:35:29, time: 1.447, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1448, s0.acc: 94.8740, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2186, s1.loss_cls: 0.0681, s1.acc: 95.0223, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1092, s2.loss_cls: 0.0345, s2.acc: 94.7599, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0518, loss: 1.0378 2024-04-04 15:29:23,553 - mmdet - INFO - Epoch [27][2900/7330] lr: 4.612e-06, eta: 1 day, 5:34:13, time: 1.461, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1462, s0.acc: 94.7866, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2209, s1.loss_cls: 0.0693, s1.acc: 95.0325, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1108, s2.loss_cls: 0.0351, s2.acc: 94.7903, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0523, loss: 1.0428 2024-04-04 15:30:37,836 - mmdet - INFO - Epoch [27][2950/7330] lr: 4.612e-06, eta: 1 day, 5:32:56, time: 1.486, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1480, s0.acc: 94.7249, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2251, s1.loss_cls: 0.0699, s1.acc: 94.9714, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1116, s2.loss_cls: 0.0351, s2.acc: 94.7698, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0528, loss: 1.0483 2024-04-04 15:31:51,649 - mmdet - INFO - Epoch [27][3000/7330] lr: 4.612e-06, eta: 1 day, 5:31:40, time: 1.476, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1594, s0.acc: 94.3831, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2220, s1.loss_cls: 0.0750, s1.acc: 94.5839, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1105, s2.loss_cls: 0.0373, s2.acc: 94.4659, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0521, loss: 1.0947 2024-04-04 15:33:08,652 - mmdet - INFO - Epoch [27][3050/7330] lr: 4.612e-06, eta: 1 day, 5:30:25, time: 1.540, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1528, s0.acc: 94.5835, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2200, s1.loss_cls: 0.0724, s1.acc: 94.8054, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1111, s2.loss_cls: 0.0362, s2.acc: 94.6090, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0524, loss: 1.0681 2024-04-04 15:34:24,568 - mmdet - INFO - Epoch [27][3100/7330] lr: 4.612e-06, eta: 1 day, 5:29:10, time: 1.518, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1492, s0.acc: 94.7507, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2189, s1.loss_cls: 0.0713, s1.acc: 94.8869, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1085, s2.loss_cls: 0.0360, s2.acc: 94.5785, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0513, loss: 1.0512 2024-04-04 15:35:38,530 - mmdet - INFO - Epoch [27][3150/7330] lr: 4.612e-06, eta: 1 day, 5:27:53, time: 1.479, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1502, s0.acc: 94.5967, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2177, s1.loss_cls: 0.0718, s1.acc: 94.7486, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1089, s2.loss_cls: 0.0364, s2.acc: 94.5001, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0512, loss: 1.0597 2024-04-04 15:36:56,246 - mmdet - INFO - Epoch [27][3200/7330] lr: 4.612e-06, eta: 1 day, 5:26:39, time: 1.554, data_time: 0.065, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1503, s0.acc: 94.6802, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2202, s1.loss_cls: 0.0715, s1.acc: 94.7998, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1109, s2.loss_cls: 0.0357, s2.acc: 94.6723, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0529, loss: 1.0586 2024-04-04 15:38:11,801 - mmdet - INFO - Epoch [27][3250/7330] lr: 4.612e-06, eta: 1 day, 5:25:23, time: 1.511, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1504, s0.acc: 94.5542, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2189, s1.loss_cls: 0.0711, s1.acc: 94.7276, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1088, s2.loss_cls: 0.0353, s2.acc: 94.6324, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0515, loss: 1.0560 2024-04-04 15:39:26,999 - mmdet - INFO - Epoch [27][3300/7330] lr: 4.612e-06, eta: 1 day, 5:24:07, time: 1.504, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1547, s0.acc: 94.3892, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2243, s1.loss_cls: 0.0739, s1.acc: 94.5077, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1114, s2.loss_cls: 0.0374, s2.acc: 94.3612, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0531, loss: 1.0943 2024-04-04 15:40:43,650 - mmdet - INFO - Epoch [27][3350/7330] lr: 4.612e-06, eta: 1 day, 5:22:52, time: 1.533, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1470, s0.acc: 94.7869, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2182, s1.loss_cls: 0.0712, s1.acc: 94.9356, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1093, s2.loss_cls: 0.0358, s2.acc: 94.7251, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0517, loss: 1.0371 2024-04-04 15:42:01,919 - mmdet - INFO - Epoch [27][3400/7330] lr: 4.612e-06, eta: 1 day, 5:21:37, time: 1.565, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1510, s0.acc: 94.5959, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2219, s1.loss_cls: 0.0729, s1.acc: 94.7364, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1114, s2.loss_cls: 0.0369, s2.acc: 94.4176, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0530, loss: 1.0690 2024-04-04 15:43:16,573 - mmdet - INFO - Epoch [27][3450/7330] lr: 4.612e-06, eta: 1 day, 5:20:21, time: 1.493, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1404, s0.acc: 95.0212, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2188, s1.loss_cls: 0.0663, s1.acc: 95.1699, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1093, s2.loss_cls: 0.0332, s2.acc: 95.0032, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0516, loss: 1.0204 2024-04-04 15:44:34,667 - mmdet - INFO - Epoch [27][3500/7330] lr: 4.612e-06, eta: 1 day, 5:19:07, time: 1.562, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1432, s0.acc: 94.9797, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2170, s1.loss_cls: 0.0685, s1.acc: 95.1139, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1076, s2.loss_cls: 0.0344, s2.acc: 94.9461, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0509, loss: 1.0133 2024-04-04 15:45:53,743 - mmdet - INFO - Epoch [27][3550/7330] lr: 4.612e-06, eta: 1 day, 5:17:52, time: 1.582, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1481, s0.acc: 94.6851, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2202, s1.loss_cls: 0.0687, s1.acc: 94.9752, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1091, s2.loss_cls: 0.0347, s2.acc: 94.8063, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0515, loss: 1.0545 2024-04-04 15:47:07,974 - mmdet - INFO - Epoch [27][3600/7330] lr: 4.612e-06, eta: 1 day, 5:16:36, time: 1.485, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1418, s0.acc: 94.8435, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2183, s1.loss_cls: 0.0665, s1.acc: 95.0690, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1091, s2.loss_cls: 0.0336, s2.acc: 94.8205, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0516, loss: 1.0254 2024-04-04 15:48:27,278 - mmdet - INFO - Epoch [27][3650/7330] lr: 4.612e-06, eta: 1 day, 5:15:22, time: 1.586, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1486, s0.acc: 94.6655, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2208, s1.loss_cls: 0.0697, s1.acc: 94.7586, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1102, s2.loss_cls: 0.0348, s2.acc: 94.7616, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0522, loss: 1.0492 2024-04-04 15:49:41,722 - mmdet - INFO - Epoch [27][3700/7330] lr: 4.612e-06, eta: 1 day, 5:14:06, time: 1.489, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1428, s0.acc: 94.9805, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2173, s1.loss_cls: 0.0671, s1.acc: 95.1670, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1077, s2.loss_cls: 0.0335, s2.acc: 94.9831, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0508, loss: 1.0073 2024-04-04 15:50:57,163 - mmdet - INFO - Epoch [27][3750/7330] lr: 4.612e-06, eta: 1 day, 5:12:50, time: 1.508, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1468, s0.acc: 94.7207, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2203, s1.loss_cls: 0.0696, s1.acc: 94.7957, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1096, s2.loss_cls: 0.0355, s2.acc: 94.5495, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0518, loss: 1.0520 2024-04-04 15:52:11,824 - mmdet - INFO - Epoch [27][3800/7330] lr: 4.612e-06, eta: 1 day, 5:11:34, time: 1.493, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1429, s0.acc: 94.9424, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2160, s1.loss_cls: 0.0678, s1.acc: 95.0748, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1079, s2.loss_cls: 0.0340, s2.acc: 94.9207, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0506, loss: 1.0201 2024-04-04 15:53:27,323 - mmdet - INFO - Epoch [27][3850/7330] lr: 4.612e-06, eta: 1 day, 5:10:19, time: 1.510, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1479, s0.acc: 94.7239, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2226, s1.loss_cls: 0.0697, s1.acc: 94.8908, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1100, s2.loss_cls: 0.0350, s2.acc: 94.8560, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0520, loss: 1.0521 2024-04-04 15:54:45,801 - mmdet - INFO - Epoch [27][3900/7330] lr: 4.612e-06, eta: 1 day, 5:09:04, time: 1.570, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1437, s0.acc: 94.8799, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2187, s1.loss_cls: 0.0667, s1.acc: 95.1200, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1091, s2.loss_cls: 0.0345, s2.acc: 94.7852, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0513, loss: 1.0334 2024-04-04 15:56:01,291 - mmdet - INFO - Epoch [27][3950/7330] lr: 4.612e-06, eta: 1 day, 5:07:48, time: 1.510, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1473, s0.acc: 94.7773, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2233, s1.loss_cls: 0.0698, s1.acc: 94.9247, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1119, s2.loss_cls: 0.0349, s2.acc: 94.8818, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0532, loss: 1.0511 2024-04-04 15:57:16,370 - mmdet - INFO - Epoch [27][4000/7330] lr: 4.612e-06, eta: 1 day, 5:06:33, time: 1.502, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1468, s0.acc: 94.8555, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2224, s1.loss_cls: 0.0696, s1.acc: 95.0384, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1098, s2.loss_cls: 0.0346, s2.acc: 94.9394, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0516, loss: 1.0375 2024-04-04 15:58:30,133 - mmdet - INFO - Epoch [27][4050/7330] lr: 4.612e-06, eta: 1 day, 5:05:16, time: 1.475, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1478, s0.acc: 94.8386, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2176, s1.loss_cls: 0.0701, s1.acc: 95.1080, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1079, s2.loss_cls: 0.0348, s2.acc: 95.0255, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0510, loss: 1.0373 2024-04-04 15:59:44,999 - mmdet - INFO - Epoch [27][4100/7330] lr: 4.612e-06, eta: 1 day, 5:04:00, time: 1.497, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1442, s0.acc: 94.9766, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2190, s1.loss_cls: 0.0669, s1.acc: 95.2379, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1090, s2.loss_cls: 0.0336, s2.acc: 95.0741, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0519, loss: 1.0355 2024-04-04 16:00:58,135 - mmdet - INFO - Epoch [27][4150/7330] lr: 4.612e-06, eta: 1 day, 5:02:44, time: 1.463, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1434, s0.acc: 95.0251, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2166, s1.loss_cls: 0.0681, s1.acc: 95.1402, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1073, s2.loss_cls: 0.0342, s2.acc: 94.8979, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0509, loss: 1.0151 2024-04-04 16:02:15,795 - mmdet - INFO - Epoch [27][4200/7330] lr: 4.612e-06, eta: 1 day, 5:01:29, time: 1.553, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1402, s0.acc: 95.1104, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2184, s1.loss_cls: 0.0666, s1.acc: 95.2446, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1103, s2.loss_cls: 0.0334, s2.acc: 95.1318, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0519, loss: 1.0080 2024-04-04 16:03:29,971 - mmdet - INFO - Epoch [27][4250/7330] lr: 4.612e-06, eta: 1 day, 5:00:13, time: 1.484, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1472, s0.acc: 94.8401, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2170, s1.loss_cls: 0.0698, s1.acc: 95.0115, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1084, s2.loss_cls: 0.0352, s2.acc: 94.8295, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0520, loss: 1.0338 2024-04-04 16:04:43,480 - mmdet - INFO - Epoch [27][4300/7330] lr: 4.612e-06, eta: 1 day, 4:58:57, time: 1.470, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1501, s0.acc: 94.5664, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2165, s1.loss_cls: 0.0707, s1.acc: 94.7362, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1079, s2.loss_cls: 0.0356, s2.acc: 94.5567, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0512, loss: 1.0505 2024-04-04 16:05:58,872 - mmdet - INFO - Epoch [27][4350/7330] lr: 4.612e-06, eta: 1 day, 4:57:41, time: 1.508, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1484, s0.acc: 94.8347, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2195, s1.loss_cls: 0.0703, s1.acc: 94.9607, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1095, s2.loss_cls: 0.0350, s2.acc: 94.8912, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0521, loss: 1.0415 2024-04-04 16:07:16,894 - mmdet - INFO - Epoch [27][4400/7330] lr: 4.612e-06, eta: 1 day, 4:56:26, time: 1.560, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1469, s0.acc: 94.8877, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2173, s1.loss_cls: 0.0700, s1.acc: 95.0033, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1087, s2.loss_cls: 0.0353, s2.acc: 94.8155, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0514, loss: 1.0327 2024-04-04 16:08:31,445 - mmdet - INFO - Epoch [27][4450/7330] lr: 4.612e-06, eta: 1 day, 4:55:10, time: 1.492, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1445, s0.acc: 94.9426, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2155, s1.loss_cls: 0.0680, s1.acc: 95.0896, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1077, s2.loss_cls: 0.0341, s2.acc: 95.0271, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0508, loss: 1.0259 2024-04-04 16:09:48,151 - mmdet - INFO - Epoch [27][4500/7330] lr: 4.612e-06, eta: 1 day, 4:53:55, time: 1.534, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1503, s0.acc: 94.7432, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2202, s1.loss_cls: 0.0717, s1.acc: 94.8954, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1098, s2.loss_cls: 0.0364, s2.acc: 94.5937, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0521, loss: 1.0636 2024-04-04 16:11:00,162 - mmdet - INFO - Epoch [27][4550/7330] lr: 4.612e-06, eta: 1 day, 4:52:38, time: 1.440, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1458, s0.acc: 94.8809, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2141, s1.loss_cls: 0.0686, s1.acc: 95.1244, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1072, s2.loss_cls: 0.0344, s2.acc: 94.9333, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0509, loss: 1.0281 2024-04-04 16:12:15,753 - mmdet - INFO - Epoch [27][4600/7330] lr: 4.612e-06, eta: 1 day, 4:51:23, time: 1.512, data_time: 0.064, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1435, s0.acc: 94.9592, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2107, s1.loss_cls: 0.0679, s1.acc: 95.1205, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1056, s2.loss_cls: 0.0341, s2.acc: 94.9145, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0502, loss: 1.0144 2024-04-04 16:13:29,635 - mmdet - INFO - Epoch [27][4650/7330] lr: 4.612e-06, eta: 1 day, 4:50:06, time: 1.478, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1455, s0.acc: 94.8047, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2180, s1.loss_cls: 0.0687, s1.acc: 94.9741, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1092, s2.loss_cls: 0.0345, s2.acc: 94.8730, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0521, loss: 1.0339 2024-04-04 16:14:44,697 - mmdet - INFO - Epoch [27][4700/7330] lr: 4.612e-06, eta: 1 day, 4:48:50, time: 1.501, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1573, s0.acc: 94.4106, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2239, s1.loss_cls: 0.0756, s1.acc: 94.5476, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1104, s2.loss_cls: 0.0379, s2.acc: 94.4299, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0523, loss: 1.0895 2024-04-04 16:15:59,747 - mmdet - INFO - Epoch [27][4750/7330] lr: 4.612e-06, eta: 1 day, 4:47:35, time: 1.501, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1491, s0.acc: 94.6536, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2247, s1.loss_cls: 0.0715, s1.acc: 94.8011, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1111, s2.loss_cls: 0.0357, s2.acc: 94.6109, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0521, loss: 1.0653 2024-04-04 16:17:12,438 - mmdet - INFO - Epoch [27][4800/7330] lr: 4.612e-06, eta: 1 day, 4:46:18, time: 1.453, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1468, s0.acc: 94.6758, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2233, s1.loss_cls: 0.0703, s1.acc: 94.7972, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1115, s2.loss_cls: 0.0358, s2.acc: 94.4626, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0524, loss: 1.0501 2024-04-04 16:18:28,392 - mmdet - INFO - Epoch [27][4850/7330] lr: 4.612e-06, eta: 1 day, 4:45:03, time: 1.520, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1475, s0.acc: 94.6433, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2217, s1.loss_cls: 0.0705, s1.acc: 94.7694, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1099, s2.loss_cls: 0.0357, s2.acc: 94.6205, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0521, loss: 1.0517 2024-04-04 16:19:44,968 - mmdet - INFO - Epoch [27][4900/7330] lr: 4.612e-06, eta: 1 day, 4:43:47, time: 1.531, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1464, s0.acc: 94.8547, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2205, s1.loss_cls: 0.0695, s1.acc: 94.9873, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1091, s2.loss_cls: 0.0351, s2.acc: 94.8369, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0517, loss: 1.0447 2024-04-04 16:21:00,443 - mmdet - INFO - Epoch [27][4950/7330] lr: 4.612e-06, eta: 1 day, 4:42:32, time: 1.510, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1512, s0.acc: 94.6875, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2181, s1.loss_cls: 0.0722, s1.acc: 94.8455, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1096, s2.loss_cls: 0.0362, s2.acc: 94.6483, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0518, loss: 1.0504 2024-04-04 16:22:21,691 - mmdet - INFO - Epoch [27][5000/7330] lr: 4.612e-06, eta: 1 day, 4:41:18, time: 1.625, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1513, s0.acc: 94.6587, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2199, s1.loss_cls: 0.0710, s1.acc: 94.8244, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1092, s2.loss_cls: 0.0360, s2.acc: 94.6493, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0514, loss: 1.0545 2024-04-04 16:23:37,449 - mmdet - INFO - Epoch [27][5050/7330] lr: 4.612e-06, eta: 1 day, 4:40:02, time: 1.515, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1415, s0.acc: 94.9827, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2165, s1.loss_cls: 0.0682, s1.acc: 95.1020, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1083, s2.loss_cls: 0.0346, s2.acc: 94.9325, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0513, loss: 1.0232 2024-04-04 16:24:51,910 - mmdet - INFO - Epoch [27][5100/7330] lr: 4.612e-06, eta: 1 day, 4:38:46, time: 1.489, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1477, s0.acc: 94.6799, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2210, s1.loss_cls: 0.0706, s1.acc: 94.8867, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1102, s2.loss_cls: 0.0354, s2.acc: 94.6714, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0520, loss: 1.0570 2024-04-04 16:26:03,196 - mmdet - INFO - Epoch [27][5150/7330] lr: 4.612e-06, eta: 1 day, 4:37:29, time: 1.426, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1467, s0.acc: 94.9094, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2176, s1.loss_cls: 0.0694, s1.acc: 95.0135, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1085, s2.loss_cls: 0.0347, s2.acc: 94.8837, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0514, loss: 1.0273 2024-04-04 16:27:19,907 - mmdet - INFO - Epoch [27][5200/7330] lr: 4.612e-06, eta: 1 day, 4:36:14, time: 1.534, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1462, s0.acc: 94.8567, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2137, s1.loss_cls: 0.0699, s1.acc: 94.9164, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1072, s2.loss_cls: 0.0350, s2.acc: 94.8548, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0511, loss: 1.0207 2024-04-04 16:28:36,137 - mmdet - INFO - Epoch [27][5250/7330] lr: 4.612e-06, eta: 1 day, 4:34:59, time: 1.525, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1481, s0.acc: 94.7324, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2265, s1.loss_cls: 0.0702, s1.acc: 94.9245, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1118, s2.loss_cls: 0.0347, s2.acc: 94.7889, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0521, loss: 1.0546 2024-04-04 16:29:48,790 - mmdet - INFO - Epoch [27][5300/7330] lr: 4.612e-06, eta: 1 day, 4:33:42, time: 1.453, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1453, s0.acc: 94.9109, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2170, s1.loss_cls: 0.0688, s1.acc: 94.9950, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1085, s2.loss_cls: 0.0350, s2.acc: 94.7993, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0516, loss: 1.0324 2024-04-04 16:31:04,355 - mmdet - INFO - Epoch [27][5350/7330] lr: 4.612e-06, eta: 1 day, 4:32:27, time: 1.511, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1445, s0.acc: 94.9575, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2118, s1.loss_cls: 0.0683, s1.acc: 95.0915, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1060, s2.loss_cls: 0.0346, s2.acc: 94.9260, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0503, loss: 1.0105 2024-04-04 16:32:19,658 - mmdet - INFO - Epoch [27][5400/7330] lr: 4.612e-06, eta: 1 day, 4:31:11, time: 1.506, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1408, s0.acc: 94.9888, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2166, s1.loss_cls: 0.0670, s1.acc: 95.1295, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1085, s2.loss_cls: 0.0340, s2.acc: 94.9651, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0511, loss: 1.0192 2024-04-04 16:33:37,541 - mmdet - INFO - Epoch [27][5450/7330] lr: 4.612e-06, eta: 1 day, 4:29:56, time: 1.557, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1533, s0.acc: 94.6523, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2184, s1.loss_cls: 0.0727, s1.acc: 94.8706, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1082, s2.loss_cls: 0.0364, s2.acc: 94.6581, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0514, loss: 1.0507 2024-04-04 16:34:56,432 - mmdet - INFO - Epoch [27][5500/7330] lr: 4.612e-06, eta: 1 day, 4:28:42, time: 1.578, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1444, s0.acc: 94.8767, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2197, s1.loss_cls: 0.0682, s1.acc: 95.0646, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1099, s2.loss_cls: 0.0345, s2.acc: 94.8447, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0519, loss: 1.0392 2024-04-04 16:36:20,028 - mmdet - INFO - Epoch [27][5550/7330] lr: 4.612e-06, eta: 1 day, 4:27:29, time: 1.672, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1438, s0.acc: 94.9609, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2178, s1.loss_cls: 0.0682, s1.acc: 95.0314, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1104, s2.loss_cls: 0.0339, s2.acc: 94.9071, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0526, loss: 1.0274 2024-04-04 16:37:37,741 - mmdet - INFO - Epoch [27][5600/7330] lr: 4.612e-06, eta: 1 day, 4:26:14, time: 1.554, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1479, s0.acc: 94.6877, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2178, s1.loss_cls: 0.0699, s1.acc: 94.8344, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1086, s2.loss_cls: 0.0357, s2.acc: 94.5907, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0508, loss: 1.0446 2024-04-04 16:38:52,981 - mmdet - INFO - Epoch [27][5650/7330] lr: 4.612e-06, eta: 1 day, 4:24:58, time: 1.505, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1478, s0.acc: 94.7205, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2185, s1.loss_cls: 0.0706, s1.acc: 94.8272, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1084, s2.loss_cls: 0.0356, s2.acc: 94.7024, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0511, loss: 1.0455 2024-04-04 16:40:11,894 - mmdet - INFO - Epoch [27][5700/7330] lr: 4.612e-06, eta: 1 day, 4:23:44, time: 1.578, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1474, s0.acc: 94.7878, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2192, s1.loss_cls: 0.0719, s1.acc: 94.7963, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1095, s2.loss_cls: 0.0355, s2.acc: 94.6959, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0516, loss: 1.0369 2024-04-04 16:41:26,941 - mmdet - INFO - Epoch [27][5750/7330] lr: 4.612e-06, eta: 1 day, 4:22:28, time: 1.501, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1486, s0.acc: 94.7822, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2153, s1.loss_cls: 0.0699, s1.acc: 94.9529, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1075, s2.loss_cls: 0.0356, s2.acc: 94.6680, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0506, loss: 1.0317 2024-04-04 16:42:41,138 - mmdet - INFO - Epoch [27][5800/7330] lr: 4.612e-06, eta: 1 day, 4:21:12, time: 1.484, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1442, s0.acc: 94.9502, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2204, s1.loss_cls: 0.0682, s1.acc: 95.1390, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1093, s2.loss_cls: 0.0340, s2.acc: 94.9806, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0518, loss: 1.0271 2024-04-04 16:43:59,383 - mmdet - INFO - Epoch [27][5850/7330] lr: 4.612e-06, eta: 1 day, 4:19:57, time: 1.565, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1499, s0.acc: 94.8057, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2204, s1.loss_cls: 0.0707, s1.acc: 94.9519, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1091, s2.loss_cls: 0.0353, s2.acc: 94.8578, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0516, loss: 1.0419 2024-04-04 16:45:15,093 - mmdet - INFO - Epoch [27][5900/7330] lr: 4.612e-06, eta: 1 day, 4:18:41, time: 1.514, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1513, s0.acc: 94.6221, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2274, s1.loss_cls: 0.0722, s1.acc: 94.7199, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1117, s2.loss_cls: 0.0363, s2.acc: 94.5044, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0529, loss: 1.0720 2024-04-04 16:46:31,459 - mmdet - INFO - Epoch [27][5950/7330] lr: 4.612e-06, eta: 1 day, 4:17:26, time: 1.527, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1460, s0.acc: 94.8159, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2181, s1.loss_cls: 0.0693, s1.acc: 94.9559, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1091, s2.loss_cls: 0.0351, s2.acc: 94.7311, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0520, loss: 1.0319 2024-04-04 16:47:45,380 - mmdet - INFO - Epoch [27][6000/7330] lr: 4.612e-06, eta: 1 day, 4:16:10, time: 1.478, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1477, s0.acc: 94.7949, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2239, s1.loss_cls: 0.0703, s1.acc: 94.8604, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1118, s2.loss_cls: 0.0348, s2.acc: 94.7796, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0526, loss: 1.0449 2024-04-04 16:49:01,193 - mmdet - INFO - Epoch [27][6050/7330] lr: 4.612e-06, eta: 1 day, 4:14:54, time: 1.516, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1437, s0.acc: 94.8835, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2172, s1.loss_cls: 0.0685, s1.acc: 95.0731, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1078, s2.loss_cls: 0.0347, s2.acc: 94.9244, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0510, loss: 1.0185 2024-04-04 16:50:14,833 - mmdet - INFO - Epoch [27][6100/7330] lr: 4.612e-06, eta: 1 day, 4:13:38, time: 1.473, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1498, s0.acc: 94.7410, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2208, s1.loss_cls: 0.0709, s1.acc: 94.8770, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1099, s2.loss_cls: 0.0359, s2.acc: 94.6532, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0517, loss: 1.0490 2024-04-04 16:51:27,925 - mmdet - INFO - Epoch [27][6150/7330] lr: 4.612e-06, eta: 1 day, 4:12:22, time: 1.462, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1449, s0.acc: 94.8533, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2146, s1.loss_cls: 0.0695, s1.acc: 94.9696, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1073, s2.loss_cls: 0.0346, s2.acc: 94.8021, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0511, loss: 1.0150 2024-04-04 16:52:43,136 - mmdet - INFO - Epoch [27][6200/7330] lr: 4.612e-06, eta: 1 day, 4:11:06, time: 1.504, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1496, s0.acc: 94.6541, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2198, s1.loss_cls: 0.0724, s1.acc: 94.7135, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1108, s2.loss_cls: 0.0363, s2.acc: 94.5437, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0528, loss: 1.0545 2024-04-04 16:53:58,998 - mmdet - INFO - Epoch [27][6250/7330] lr: 4.612e-06, eta: 1 day, 4:09:50, time: 1.517, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1445, s0.acc: 94.7681, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2159, s1.loss_cls: 0.0680, s1.acc: 94.9875, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1091, s2.loss_cls: 0.0343, s2.acc: 94.7998, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0517, loss: 1.0322 2024-04-04 16:55:14,210 - mmdet - INFO - Epoch [27][6300/7330] lr: 4.612e-06, eta: 1 day, 4:08:35, time: 1.504, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1500, s0.acc: 94.6863, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2262, s1.loss_cls: 0.0708, s1.acc: 94.8120, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1109, s2.loss_cls: 0.0351, s2.acc: 94.7213, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0525, loss: 1.0630 2024-04-04 16:56:29,161 - mmdet - INFO - Epoch [27][6350/7330] lr: 4.612e-06, eta: 1 day, 4:07:19, time: 1.499, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1453, s0.acc: 94.9524, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2194, s1.loss_cls: 0.0677, s1.acc: 95.2715, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1096, s2.loss_cls: 0.0339, s2.acc: 95.0593, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0520, loss: 1.0292 2024-04-04 16:57:43,162 - mmdet - INFO - Epoch [27][6400/7330] lr: 4.612e-06, eta: 1 day, 4:06:03, time: 1.480, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1544, s0.acc: 94.5398, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2187, s1.loss_cls: 0.0722, s1.acc: 94.7087, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1091, s2.loss_cls: 0.0363, s2.acc: 94.5783, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0519, loss: 1.0682 2024-04-04 16:58:57,320 - mmdet - INFO - Epoch [27][6450/7330] lr: 4.612e-06, eta: 1 day, 4:04:46, time: 1.483, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1481, s0.acc: 94.7900, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2166, s1.loss_cls: 0.0704, s1.acc: 94.9390, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1087, s2.loss_cls: 0.0355, s2.acc: 94.7628, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0519, loss: 1.0400 2024-04-04 17:00:10,182 - mmdet - INFO - Epoch [27][6500/7330] lr: 4.612e-06, eta: 1 day, 4:03:30, time: 1.457, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1495, s0.acc: 94.7268, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2211, s1.loss_cls: 0.0708, s1.acc: 94.9267, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1104, s2.loss_cls: 0.0356, s2.acc: 94.7833, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0525, loss: 1.0442 2024-04-04 17:01:28,376 - mmdet - INFO - Epoch [27][6550/7330] lr: 4.612e-06, eta: 1 day, 4:02:15, time: 1.564, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1420, s0.acc: 94.8779, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2180, s1.loss_cls: 0.0684, s1.acc: 94.9936, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1082, s2.loss_cls: 0.0346, s2.acc: 94.8611, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0513, loss: 1.0134 2024-04-04 17:02:44,163 - mmdet - INFO - Epoch [27][6600/7330] lr: 4.612e-06, eta: 1 day, 4:01:00, time: 1.516, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1398, s0.acc: 94.9751, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2180, s1.loss_cls: 0.0675, s1.acc: 95.0713, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1087, s2.loss_cls: 0.0342, s2.acc: 94.9409, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0514, loss: 1.0038 2024-04-04 17:03:58,546 - mmdet - INFO - Epoch [27][6650/7330] lr: 4.612e-06, eta: 1 day, 3:59:44, time: 1.488, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1451, s0.acc: 94.8650, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2208, s1.loss_cls: 0.0685, s1.acc: 95.0268, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1100, s2.loss_cls: 0.0345, s2.acc: 94.8296, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0520, loss: 1.0306 2024-04-04 17:05:11,979 - mmdet - INFO - Epoch [27][6700/7330] lr: 4.612e-06, eta: 1 day, 3:58:27, time: 1.469, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1512, s0.acc: 94.6304, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2259, s1.loss_cls: 0.0719, s1.acc: 94.7754, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1111, s2.loss_cls: 0.0365, s2.acc: 94.5367, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0525, loss: 1.0726 2024-04-04 17:06:30,053 - mmdet - INFO - Epoch [27][6750/7330] lr: 4.612e-06, eta: 1 day, 3:57:13, time: 1.562, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1456, s0.acc: 94.8181, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2182, s1.loss_cls: 0.0693, s1.acc: 94.9375, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1082, s2.loss_cls: 0.0347, s2.acc: 94.8907, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0516, loss: 1.0284 2024-04-04 17:07:44,678 - mmdet - INFO - Epoch [27][6800/7330] lr: 4.612e-06, eta: 1 day, 3:55:57, time: 1.492, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1530, s0.acc: 94.6699, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2146, s1.loss_cls: 0.0713, s1.acc: 94.9250, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1063, s2.loss_cls: 0.0348, s2.acc: 94.8708, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0503, loss: 1.0409 2024-04-04 17:08:57,024 - mmdet - INFO - Epoch [27][6850/7330] lr: 4.612e-06, eta: 1 day, 3:54:40, time: 1.447, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1410, s0.acc: 94.9907, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2159, s1.loss_cls: 0.0667, s1.acc: 95.1891, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1084, s2.loss_cls: 0.0334, s2.acc: 95.0909, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0514, loss: 1.0149 2024-04-04 17:10:13,416 - mmdet - INFO - Epoch [27][6900/7330] lr: 4.612e-06, eta: 1 day, 3:53:25, time: 1.528, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1416, s0.acc: 95.0015, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2179, s1.loss_cls: 0.0677, s1.acc: 95.1551, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1087, s2.loss_cls: 0.0340, s2.acc: 94.9416, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0516, loss: 1.0076 2024-04-04 17:11:29,148 - mmdet - INFO - Epoch [27][6950/7330] lr: 4.612e-06, eta: 1 day, 3:52:09, time: 1.514, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1404, s0.acc: 95.0854, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2223, s1.loss_cls: 0.0659, s1.acc: 95.2265, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1108, s2.loss_cls: 0.0333, s2.acc: 95.1563, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0523, loss: 1.0169 2024-04-04 17:12:42,777 - mmdet - INFO - Epoch [27][7000/7330] lr: 4.612e-06, eta: 1 day, 3:50:53, time: 1.472, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1400, s0.acc: 94.9309, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2174, s1.loss_cls: 0.0671, s1.acc: 95.0303, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1072, s2.loss_cls: 0.0337, s2.acc: 94.8069, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0505, loss: 1.0101 2024-04-04 17:13:58,530 - mmdet - INFO - Epoch [27][7050/7330] lr: 4.612e-06, eta: 1 day, 3:49:37, time: 1.515, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1422, s0.acc: 94.9927, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2186, s1.loss_cls: 0.0675, s1.acc: 95.1247, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1092, s2.loss_cls: 0.0338, s2.acc: 95.0255, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0516, loss: 1.0185 2024-04-04 17:15:12,311 - mmdet - INFO - Epoch [27][7100/7330] lr: 4.612e-06, eta: 1 day, 3:48:21, time: 1.476, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1514, s0.acc: 94.8293, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2158, s1.loss_cls: 0.0713, s1.acc: 94.9302, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1080, s2.loss_cls: 0.0354, s2.acc: 94.8341, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0513, loss: 1.0372 2024-04-04 17:16:30,356 - mmdet - INFO - Epoch [27][7150/7330] lr: 4.612e-06, eta: 1 day, 3:47:06, time: 1.561, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1517, s0.acc: 94.6973, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2231, s1.loss_cls: 0.0715, s1.acc: 94.9205, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1115, s2.loss_cls: 0.0355, s2.acc: 94.7558, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0530, loss: 1.0548 2024-04-04 17:17:44,190 - mmdet - INFO - Epoch [27][7200/7330] lr: 4.612e-06, eta: 1 day, 3:45:50, time: 1.477, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1426, s0.acc: 94.9365, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2185, s1.loss_cls: 0.0680, s1.acc: 95.0736, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1086, s2.loss_cls: 0.0344, s2.acc: 94.7717, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0514, loss: 1.0319 2024-04-04 17:19:01,637 - mmdet - INFO - Epoch [27][7250/7330] lr: 4.612e-06, eta: 1 day, 3:44:35, time: 1.549, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1475, s0.acc: 94.7188, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2213, s1.loss_cls: 0.0706, s1.acc: 94.9019, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1107, s2.loss_cls: 0.0362, s2.acc: 94.6143, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0520, loss: 1.0471 2024-04-04 17:20:18,858 - mmdet - INFO - Epoch [27][7300/7330] lr: 4.612e-06, eta: 1 day, 3:43:20, time: 1.544, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1467, s0.acc: 94.8179, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2172, s1.loss_cls: 0.0697, s1.acc: 94.9542, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1073, s2.loss_cls: 0.0347, s2.acc: 94.8700, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0510, loss: 1.0277 2024-04-04 17:21:02,276 - mmdet - INFO - Saving checkpoint at 27 epochs 2024-04-04 17:28:50,775 - mmdet - INFO - Evaluating bbox... 2024-04-04 17:29:33,419 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.507 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.693 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.551 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.333 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.549 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.649 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.638 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 ] = 0.462 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 ] = 0.779 2024-04-04 17:29:33,419 - mmdet - INFO - Evaluating segm... 2024-04-04 17:30:16,903 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.439 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.667 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.477 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.245 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.473 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.623 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 ] = 0.382 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 ] = 0.716 2024-04-04 17:30:17,504 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-04 17:30:17,508 - mmdet - INFO - Epoch(val) [27][1250] bbox_mAP: 0.5070, bbox_mAP_50: 0.6930, bbox_mAP_75: 0.5510, bbox_mAP_s: 0.3330, bbox_mAP_m: 0.5490, bbox_mAP_l: 0.6490, bbox_mAP_copypaste: 0.507 0.693 0.551 0.333 0.549 0.649, segm_mAP: 0.4390, segm_mAP_50: 0.6670, segm_mAP_75: 0.4770, segm_mAP_s: 0.2450, segm_mAP_m: 0.4730, segm_mAP_l: 0.6230, segm_mAP_copypaste: 0.439 0.667 0.477 0.245 0.473 0.623 2024-04-04 17:31:35,223 - mmdet - INFO - Epoch [28][50/7330] lr: 4.612e-07, eta: 1 day, 3:41:04, time: 1.554, data_time: 0.111, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1401, s0.acc: 95.0371, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2088, s1.loss_cls: 0.0655, s1.acc: 95.2615, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1047, s2.loss_cls: 0.0325, s2.acc: 95.1738, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0498, loss: 0.9931 2024-04-04 17:32:47,868 - mmdet - INFO - Epoch [28][100/7330] lr: 4.612e-07, eta: 1 day, 3:39:48, time: 1.453, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1355, s0.acc: 95.1729, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2139, s1.loss_cls: 0.0626, s1.acc: 95.4864, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1066, s2.loss_cls: 0.0318, s2.acc: 95.2213, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0505, loss: 0.9938 2024-04-04 17:34:03,301 - mmdet - INFO - Epoch [28][150/7330] lr: 4.612e-07, eta: 1 day, 3:38:32, time: 1.509, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1391, s0.acc: 95.0295, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2163, s1.loss_cls: 0.0664, s1.acc: 95.1845, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1084, s2.loss_cls: 0.0336, s2.acc: 94.9095, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0513, loss: 1.0130 2024-04-04 17:35:19,370 - mmdet - INFO - Epoch [28][200/7330] lr: 4.612e-07, eta: 1 day, 3:37:17, time: 1.521, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1451, s0.acc: 94.7795, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2180, s1.loss_cls: 0.0691, s1.acc: 94.8740, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1085, s2.loss_cls: 0.0350, s2.acc: 94.6736, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0511, loss: 1.0398 2024-04-04 17:36:35,135 - mmdet - INFO - Epoch [28][250/7330] lr: 4.612e-07, eta: 1 day, 3:36:01, time: 1.515, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1387, s0.acc: 95.0112, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2142, s1.loss_cls: 0.0661, s1.acc: 95.1426, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1072, s2.loss_cls: 0.0334, s2.acc: 95.0079, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0508, loss: 1.0107 2024-04-04 17:37:53,626 - mmdet - INFO - Epoch [28][300/7330] lr: 4.612e-07, eta: 1 day, 3:34:47, time: 1.570, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1345, s0.acc: 95.0891, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2139, s1.loss_cls: 0.0635, s1.acc: 95.3228, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1074, s2.loss_cls: 0.0321, s2.acc: 95.1324, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0509, loss: 0.9912 2024-04-04 17:39:07,668 - mmdet - INFO - Epoch [28][350/7330] lr: 4.612e-07, eta: 1 day, 3:33:31, time: 1.481, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1433, s0.acc: 94.8867, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2156, s1.loss_cls: 0.0669, s1.acc: 95.0980, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1081, s2.loss_cls: 0.0333, s2.acc: 95.0238, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0513, loss: 1.0253 2024-04-04 17:40:26,061 - mmdet - INFO - Epoch [28][400/7330] lr: 4.612e-07, eta: 1 day, 3:32:16, time: 1.568, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1386, s0.acc: 95.0488, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2110, s1.loss_cls: 0.0649, s1.acc: 95.2826, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1066, s2.loss_cls: 0.0332, s2.acc: 94.9824, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0508, loss: 1.0053 2024-04-04 17:41:42,011 - mmdet - INFO - Epoch [28][450/7330] lr: 4.612e-07, eta: 1 day, 3:31:00, time: 1.519, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1380, s0.acc: 94.9858, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2158, s1.loss_cls: 0.0651, s1.acc: 95.1562, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1073, s2.loss_cls: 0.0325, s2.acc: 95.0798, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0505, loss: 1.0091 2024-04-04 17:42:59,792 - mmdet - INFO - Epoch [28][500/7330] lr: 4.612e-07, eta: 1 day, 3:29:46, time: 1.556, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1370, s0.acc: 95.1135, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2088, s1.loss_cls: 0.0647, s1.acc: 95.2740, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1045, s2.loss_cls: 0.0321, s2.acc: 95.1298, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0496, loss: 0.9844 2024-04-04 17:44:13,147 - mmdet - INFO - Epoch [28][550/7330] lr: 4.612e-07, eta: 1 day, 3:28:29, time: 1.467, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1324, s0.acc: 95.2703, s0.loss_bbox: 0.2023, s0.loss_mask: 0.2071, s1.loss_cls: 0.0619, s1.acc: 95.4809, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1046, s2.loss_cls: 0.0315, s2.acc: 95.3633, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0496, loss: 0.9686 2024-04-04 17:45:30,892 - mmdet - INFO - Epoch [28][600/7330] lr: 4.612e-07, eta: 1 day, 3:27:14, time: 1.555, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1371, s0.acc: 95.0767, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2153, s1.loss_cls: 0.0654, s1.acc: 95.2028, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1071, s2.loss_cls: 0.0320, s2.acc: 95.0979, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0504, loss: 0.9963 2024-04-04 17:46:46,250 - mmdet - INFO - Epoch [28][650/7330] lr: 4.612e-07, eta: 1 day, 3:25:59, time: 1.507, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1319, s0.acc: 95.2109, s0.loss_bbox: 0.2022, s0.loss_mask: 0.2060, s1.loss_cls: 0.0620, s1.acc: 95.4421, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1041, s2.loss_cls: 0.0309, s2.acc: 95.3251, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0499, loss: 0.9690 2024-04-04 17:47:59,677 - mmdet - INFO - Epoch [28][700/7330] lr: 4.612e-07, eta: 1 day, 3:24:42, time: 1.469, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1498, s0.acc: 94.6650, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2171, s1.loss_cls: 0.0702, s1.acc: 94.7935, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1083, s2.loss_cls: 0.0351, s2.acc: 94.6817, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0514, loss: 1.0491 2024-04-04 17:49:14,957 - mmdet - INFO - Epoch [28][750/7330] lr: 4.612e-07, eta: 1 day, 3:23:27, time: 1.506, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1396, s0.acc: 94.9058, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2180, s1.loss_cls: 0.0657, s1.acc: 95.1158, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1079, s2.loss_cls: 0.0325, s2.acc: 94.9106, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0510, loss: 1.0232 2024-04-04 17:50:29,960 - mmdet - INFO - Epoch [28][800/7330] lr: 4.612e-07, eta: 1 day, 3:22:11, time: 1.500, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1264, s0.acc: 95.4368, s0.loss_bbox: 0.1966, s0.loss_mask: 0.2092, s1.loss_cls: 0.0594, s1.acc: 95.7105, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1055, s2.loss_cls: 0.0302, s2.acc: 95.4287, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0500, loss: 0.9521 2024-04-04 17:51:45,184 - mmdet - INFO - Epoch [28][850/7330] lr: 4.612e-07, eta: 1 day, 3:20:55, time: 1.504, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1335, s0.acc: 95.1711, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2107, s1.loss_cls: 0.0622, s1.acc: 95.4881, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1058, s2.loss_cls: 0.0313, s2.acc: 95.2545, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0503, loss: 0.9780 2024-04-04 17:53:00,975 - mmdet - INFO - Epoch [28][900/7330] lr: 4.612e-07, eta: 1 day, 3:19:40, time: 1.516, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1377, s0.acc: 94.9961, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2135, s1.loss_cls: 0.0648, s1.acc: 95.1877, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1068, s2.loss_cls: 0.0325, s2.acc: 95.0551, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0505, loss: 1.0103 2024-04-04 17:54:15,596 - mmdet - INFO - Epoch [28][950/7330] lr: 4.612e-07, eta: 1 day, 3:18:24, time: 1.492, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1341, s0.acc: 95.1638, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2163, s1.loss_cls: 0.0627, s1.acc: 95.3851, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1079, s2.loss_cls: 0.0311, s2.acc: 95.3321, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0512, loss: 0.9910 2024-04-04 17:55:31,073 - mmdet - INFO - Epoch [28][1000/7330] lr: 4.612e-07, eta: 1 day, 3:17:08, time: 1.510, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1404, s0.acc: 94.8943, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2147, s1.loss_cls: 0.0660, s1.acc: 95.0792, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1074, s2.loss_cls: 0.0329, s2.acc: 95.0281, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0509, loss: 1.0214 2024-04-04 17:56:46,675 - mmdet - INFO - Epoch [28][1050/7330] lr: 4.612e-07, eta: 1 day, 3:15:52, time: 1.512, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1350, s0.acc: 95.1526, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2121, s1.loss_cls: 0.0636, s1.acc: 95.2845, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1062, s2.loss_cls: 0.0316, s2.acc: 95.1723, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0506, loss: 0.9840 2024-04-04 17:58:04,356 - mmdet - INFO - Epoch [28][1100/7330] lr: 4.612e-07, eta: 1 day, 3:14:38, time: 1.554, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1312, s0.acc: 95.2739, s0.loss_bbox: 0.2019, s0.loss_mask: 0.2132, s1.loss_cls: 0.0622, s1.acc: 95.4845, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1070, s2.loss_cls: 0.0308, s2.acc: 95.3768, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0509, loss: 0.9769 2024-04-04 17:59:18,097 - mmdet - INFO - Epoch [28][1150/7330] lr: 4.612e-07, eta: 1 day, 3:13:21, time: 1.475, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1335, s0.acc: 95.1917, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2135, s1.loss_cls: 0.0625, s1.acc: 95.4884, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1075, s2.loss_cls: 0.0312, s2.acc: 95.4458, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0506, loss: 0.9854 2024-04-04 18:00:33,826 - mmdet - INFO - Epoch [28][1200/7330] lr: 4.612e-07, eta: 1 day, 3:12:06, time: 1.515, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1359, s0.acc: 95.0996, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2136, s1.loss_cls: 0.0637, s1.acc: 95.3717, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1066, s2.loss_cls: 0.0322, s2.acc: 95.2043, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0506, loss: 1.0021 2024-04-04 18:01:48,046 - mmdet - INFO - Epoch [28][1250/7330] lr: 4.612e-07, eta: 1 day, 3:10:50, time: 1.484, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1321, s0.acc: 95.2373, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2106, s1.loss_cls: 0.0614, s1.acc: 95.4372, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1062, s2.loss_cls: 0.0315, s2.acc: 95.2158, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0500, loss: 0.9795 2024-04-04 18:03:02,116 - mmdet - INFO - Epoch [28][1300/7330] lr: 4.612e-07, eta: 1 day, 3:09:34, time: 1.481, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1333, s0.acc: 95.2615, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2100, s1.loss_cls: 0.0621, s1.acc: 95.4430, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1055, s2.loss_cls: 0.0313, s2.acc: 95.2824, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0502, loss: 0.9738 2024-04-04 18:04:18,002 - mmdet - INFO - Epoch [28][1350/7330] lr: 4.612e-07, eta: 1 day, 3:08:18, time: 1.518, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1346, s0.acc: 95.1174, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2111, s1.loss_cls: 0.0637, s1.acc: 95.3327, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1055, s2.loss_cls: 0.0322, s2.acc: 95.1854, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0498, loss: 0.9877 2024-04-04 18:05:37,652 - mmdet - INFO - Epoch [28][1400/7330] lr: 4.612e-07, eta: 1 day, 3:07:04, time: 1.593, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1318, s0.acc: 95.3110, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2068, s1.loss_cls: 0.0623, s1.acc: 95.4741, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1053, s2.loss_cls: 0.0316, s2.acc: 95.2986, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0500, loss: 0.9729 2024-04-04 18:06:53,736 - mmdet - INFO - Epoch [28][1450/7330] lr: 4.612e-07, eta: 1 day, 3:05:48, time: 1.522, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1317, s0.acc: 95.2415, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2097, s1.loss_cls: 0.0622, s1.acc: 95.4298, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1052, s2.loss_cls: 0.0313, s2.acc: 95.3356, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0501, loss: 0.9738 2024-04-04 18:08:09,306 - mmdet - INFO - Epoch [28][1500/7330] lr: 4.612e-07, eta: 1 day, 3:04:33, time: 1.511, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1369, s0.acc: 95.0886, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2107, s1.loss_cls: 0.0637, s1.acc: 95.3638, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1060, s2.loss_cls: 0.0321, s2.acc: 95.2504, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0505, loss: 1.0015 2024-04-04 18:09:19,552 - mmdet - INFO - Epoch [28][1550/7330] lr: 4.612e-07, eta: 1 day, 3:03:15, time: 1.405, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1311, s0.acc: 95.2566, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2058, s1.loss_cls: 0.0611, s1.acc: 95.4645, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1045, s2.loss_cls: 0.0311, s2.acc: 95.2469, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0500, loss: 0.9672 2024-04-04 18:10:35,725 - mmdet - INFO - Epoch [28][1600/7330] lr: 4.612e-07, eta: 1 day, 3:02:00, time: 1.523, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1416, s0.acc: 94.8979, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2137, s1.loss_cls: 0.0653, s1.acc: 95.1945, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1080, s2.loss_cls: 0.0326, s2.acc: 95.0998, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0513, loss: 1.0139 2024-04-04 18:11:50,366 - mmdet - INFO - Epoch [28][1650/7330] lr: 4.612e-07, eta: 1 day, 3:00:44, time: 1.493, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1315, s0.acc: 95.1499, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2110, s1.loss_cls: 0.0618, s1.acc: 95.3196, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1069, s2.loss_cls: 0.0310, s2.acc: 95.2586, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0509, loss: 0.9842 2024-04-04 18:13:06,247 - mmdet - INFO - Epoch [28][1700/7330] lr: 4.612e-07, eta: 1 day, 2:59:29, time: 1.518, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1323, s0.acc: 95.1768, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2122, s1.loss_cls: 0.0624, s1.acc: 95.3891, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1070, s2.loss_cls: 0.0314, s2.acc: 95.2015, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0505, loss: 0.9895 2024-04-04 18:14:20,510 - mmdet - INFO - Epoch [28][1750/7330] lr: 4.612e-07, eta: 1 day, 2:58:13, time: 1.485, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1281, s0.acc: 95.3298, s0.loss_bbox: 0.2013, s0.loss_mask: 0.2067, s1.loss_cls: 0.0597, s1.acc: 95.6299, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1050, s2.loss_cls: 0.0303, s2.acc: 95.3920, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0496, loss: 0.9585 2024-04-04 18:15:35,048 - mmdet - INFO - Epoch [28][1800/7330] lr: 4.612e-07, eta: 1 day, 2:56:57, time: 1.491, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1302, s0.acc: 95.3833, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2089, s1.loss_cls: 0.0599, s1.acc: 95.6498, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1044, s2.loss_cls: 0.0297, s2.acc: 95.4966, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0493, loss: 0.9643 2024-04-04 18:16:54,986 - mmdet - INFO - Epoch [28][1850/7330] lr: 4.612e-07, eta: 1 day, 2:55:43, time: 1.599, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1216, s0.acc: 95.6562, s0.loss_bbox: 0.1917, s0.loss_mask: 0.2050, s1.loss_cls: 0.0565, s1.acc: 95.8977, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1038, s2.loss_cls: 0.0288, s2.acc: 95.7564, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0491, loss: 0.9274 2024-04-04 18:18:09,352 - mmdet - INFO - Epoch [28][1900/7330] lr: 4.612e-07, eta: 1 day, 2:54:27, time: 1.487, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1300, s0.acc: 95.1697, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2070, s1.loss_cls: 0.0611, s1.acc: 95.4251, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1043, s2.loss_cls: 0.0310, s2.acc: 95.2229, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0498, loss: 0.9683 2024-04-04 18:19:26,090 - mmdet - INFO - Epoch [28][1950/7330] lr: 4.612e-07, eta: 1 day, 2:53:11, time: 1.535, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1296, s0.acc: 95.3201, s0.loss_bbox: 0.1960, s0.loss_mask: 0.2051, s1.loss_cls: 0.0611, s1.acc: 95.5083, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1030, s2.loss_cls: 0.0307, s2.acc: 95.3594, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0488, loss: 0.9488 2024-04-04 18:20:41,141 - mmdet - INFO - Epoch [28][2000/7330] lr: 4.612e-07, eta: 1 day, 2:51:56, time: 1.501, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1280, s0.acc: 95.3645, s0.loss_bbox: 0.1980, s0.loss_mask: 0.2086, s1.loss_cls: 0.0597, s1.acc: 95.6192, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1053, s2.loss_cls: 0.0297, s2.acc: 95.5869, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0499, loss: 0.9565 2024-04-04 18:21:57,197 - mmdet - INFO - Epoch [28][2050/7330] lr: 4.612e-07, eta: 1 day, 2:50:40, time: 1.521, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1344, s0.acc: 95.1702, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2137, s1.loss_cls: 0.0631, s1.acc: 95.3251, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1081, s2.loss_cls: 0.0319, s2.acc: 95.1482, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0516, loss: 0.9946 2024-04-04 18:23:17,248 - mmdet - INFO - Epoch [28][2100/7330] lr: 4.612e-07, eta: 1 day, 2:49:26, time: 1.601, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1362, s0.acc: 95.1035, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2133, s1.loss_cls: 0.0636, s1.acc: 95.3203, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1072, s2.loss_cls: 0.0321, s2.acc: 95.1738, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0510, loss: 0.9988 2024-04-04 18:24:33,672 - mmdet - INFO - Epoch [28][2150/7330] lr: 4.612e-07, eta: 1 day, 2:48:11, time: 1.528, data_time: 0.044, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1305, s0.acc: 95.2742, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2078, s1.loss_cls: 0.0608, s1.acc: 95.5191, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1041, s2.loss_cls: 0.0309, s2.acc: 95.4035, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0495, loss: 0.9651 2024-04-04 18:25:52,729 - mmdet - INFO - Epoch [28][2200/7330] lr: 4.612e-07, eta: 1 day, 2:46:56, time: 1.581, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1286, s0.acc: 95.4883, s0.loss_bbox: 0.2007, s0.loss_mask: 0.2084, s1.loss_cls: 0.0603, s1.acc: 95.6980, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1043, s2.loss_cls: 0.0306, s2.acc: 95.4697, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0497, loss: 0.9618 2024-04-04 18:27:06,085 - mmdet - INFO - Epoch [28][2250/7330] lr: 4.612e-07, eta: 1 day, 2:45:40, time: 1.467, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1277, s0.acc: 95.3823, s0.loss_bbox: 0.1991, s0.loss_mask: 0.2116, s1.loss_cls: 0.0594, s1.acc: 95.6232, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1069, s2.loss_cls: 0.0302, s2.acc: 95.4039, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0509, loss: 0.9642 2024-04-04 18:28:23,575 - mmdet - INFO - Epoch [28][2300/7330] lr: 4.612e-07, eta: 1 day, 2:44:25, time: 1.550, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1339, s0.acc: 95.2036, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2098, s1.loss_cls: 0.0634, s1.acc: 95.4013, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1056, s2.loss_cls: 0.0318, s2.acc: 95.2800, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0502, loss: 0.9777 2024-04-04 18:29:42,817 - mmdet - INFO - Epoch [28][2350/7330] lr: 4.612e-07, eta: 1 day, 2:43:10, time: 1.585, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1326, s0.acc: 95.1890, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2070, s1.loss_cls: 0.0625, s1.acc: 95.2770, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1043, s2.loss_cls: 0.0310, s2.acc: 95.2280, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0493, loss: 0.9709 2024-04-04 18:30:55,603 - mmdet - INFO - Epoch [28][2400/7330] lr: 4.612e-07, eta: 1 day, 2:41:54, time: 1.456, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1283, s0.acc: 95.4600, s0.loss_bbox: 0.1924, s0.loss_mask: 0.2148, s1.loss_cls: 0.0606, s1.acc: 95.6463, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1065, s2.loss_cls: 0.0304, s2.acc: 95.5429, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0500, loss: 0.9507 2024-04-04 18:32:08,653 - mmdet - INFO - Epoch [28][2450/7330] lr: 4.612e-07, eta: 1 day, 2:40:37, time: 1.461, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1254, s0.acc: 95.3674, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2128, s1.loss_cls: 0.0593, s1.acc: 95.5569, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1067, s2.loss_cls: 0.0296, s2.acc: 95.5055, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0509, loss: 0.9675 2024-04-04 18:33:24,420 - mmdet - INFO - Epoch [28][2500/7330] lr: 4.612e-07, eta: 1 day, 2:39:22, time: 1.515, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1290, s0.acc: 95.3235, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2128, s1.loss_cls: 0.0598, s1.acc: 95.6136, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1071, s2.loss_cls: 0.0298, s2.acc: 95.4693, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0509, loss: 0.9718 2024-04-04 18:34:37,455 - mmdet - INFO - Epoch [28][2550/7330] lr: 4.612e-07, eta: 1 day, 2:38:05, time: 1.461, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1347, s0.acc: 95.1938, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2144, s1.loss_cls: 0.0631, s1.acc: 95.3680, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1074, s2.loss_cls: 0.0318, s2.acc: 95.2287, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0506, loss: 0.9903 2024-04-04 18:35:52,911 - mmdet - INFO - Epoch [28][2600/7330] lr: 4.612e-07, eta: 1 day, 2:36:50, time: 1.509, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1245, s0.acc: 95.4824, s0.loss_bbox: 0.1958, s0.loss_mask: 0.2064, s1.loss_cls: 0.0580, s1.acc: 95.7313, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1034, s2.loss_cls: 0.0294, s2.acc: 95.5739, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0492, loss: 0.9410 2024-04-04 18:37:07,499 - mmdet - INFO - Epoch [28][2650/7330] lr: 4.612e-07, eta: 1 day, 2:35:34, time: 1.491, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1328, s0.acc: 95.3857, s0.loss_bbox: 0.1975, s0.loss_mask: 0.2078, s1.loss_cls: 0.0611, s1.acc: 95.6284, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1040, s2.loss_cls: 0.0306, s2.acc: 95.4751, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0495, loss: 0.9578 2024-04-04 18:38:27,163 - mmdet - INFO - Epoch [28][2700/7330] lr: 4.612e-07, eta: 1 day, 2:34:20, time: 1.594, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1350, s0.acc: 95.1206, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2149, s1.loss_cls: 0.0622, s1.acc: 95.3754, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1070, s2.loss_cls: 0.0314, s2.acc: 95.2183, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0506, loss: 1.0027 2024-04-04 18:39:42,263 - mmdet - INFO - Epoch [28][2750/7330] lr: 4.612e-07, eta: 1 day, 2:33:04, time: 1.502, data_time: 0.064, memory: 29881, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1333, s0.acc: 95.1770, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2082, s1.loss_cls: 0.0617, s1.acc: 95.4158, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1043, s2.loss_cls: 0.0310, s2.acc: 95.2298, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0496, loss: 0.9739 2024-04-04 18:40:59,217 - mmdet - INFO - Epoch [28][2800/7330] lr: 4.612e-07, eta: 1 day, 2:31:49, time: 1.539, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1267, s0.acc: 95.3872, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2103, s1.loss_cls: 0.0597, s1.acc: 95.5398, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1058, s2.loss_cls: 0.0301, s2.acc: 95.3477, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0503, loss: 0.9697 2024-04-04 18:42:14,025 - mmdet - INFO - Epoch [28][2850/7330] lr: 4.612e-07, eta: 1 day, 2:30:33, time: 1.496, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1327, s0.acc: 95.2268, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2133, s1.loss_cls: 0.0618, s1.acc: 95.3954, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1074, s2.loss_cls: 0.0312, s2.acc: 95.1997, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0509, loss: 1.0012 2024-04-04 18:43:32,430 - mmdet - INFO - Epoch [28][2900/7330] lr: 4.612e-07, eta: 1 day, 2:29:18, time: 1.568, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1315, s0.acc: 95.2625, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2115, s1.loss_cls: 0.0614, s1.acc: 95.5551, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1064, s2.loss_cls: 0.0309, s2.acc: 95.2897, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0507, loss: 0.9754 2024-04-04 18:44:47,911 - mmdet - INFO - Epoch [28][2950/7330] lr: 4.612e-07, eta: 1 day, 2:28:02, time: 1.510, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1261, s0.acc: 95.3716, s0.loss_bbox: 0.1974, s0.loss_mask: 0.2056, s1.loss_cls: 0.0590, s1.acc: 95.6025, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1033, s2.loss_cls: 0.0297, s2.acc: 95.4707, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0490, loss: 0.9464 2024-04-04 18:46:02,618 - mmdet - INFO - Epoch [28][3000/7330] lr: 4.612e-07, eta: 1 day, 2:26:47, time: 1.494, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1319, s0.acc: 95.2092, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2089, s1.loss_cls: 0.0622, s1.acc: 95.3392, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1059, s2.loss_cls: 0.0315, s2.acc: 95.1859, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0507, loss: 0.9788 2024-04-04 18:47:17,787 - mmdet - INFO - Epoch [28][3050/7330] lr: 4.612e-07, eta: 1 day, 2:25:31, time: 1.503, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1282, s0.acc: 95.3442, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2065, s1.loss_cls: 0.0609, s1.acc: 95.5264, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1038, s2.loss_cls: 0.0307, s2.acc: 95.3353, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0494, loss: 0.9650 2024-04-04 18:48:33,532 - mmdet - INFO - Epoch [28][3100/7330] lr: 4.612e-07, eta: 1 day, 2:24:15, time: 1.515, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1359, s0.acc: 95.1169, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2114, s1.loss_cls: 0.0623, s1.acc: 95.3979, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1055, s2.loss_cls: 0.0312, s2.acc: 95.2659, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0499, loss: 0.9934 2024-04-04 18:49:47,290 - mmdet - INFO - Epoch [28][3150/7330] lr: 4.612e-07, eta: 1 day, 2:22:59, time: 1.475, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1344, s0.acc: 95.1567, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2086, s1.loss_cls: 0.0625, s1.acc: 95.4170, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1047, s2.loss_cls: 0.0313, s2.acc: 95.2947, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0501, loss: 0.9789 2024-04-04 18:51:03,917 - mmdet - INFO - Epoch [28][3200/7330] lr: 4.612e-07, eta: 1 day, 2:21:44, time: 1.533, data_time: 0.064, memory: 29881, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1294, s0.acc: 95.2705, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2090, s1.loss_cls: 0.0607, s1.acc: 95.4602, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1059, s2.loss_cls: 0.0307, s2.acc: 95.3542, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0507, loss: 0.9732 2024-04-04 18:52:21,839 - mmdet - INFO - Epoch [28][3250/7330] lr: 4.612e-07, eta: 1 day, 2:20:29, time: 1.558, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1355, s0.acc: 94.9839, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2099, s1.loss_cls: 0.0631, s1.acc: 95.2442, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1054, s2.loss_cls: 0.0316, s2.acc: 95.0984, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0500, loss: 0.9965 2024-04-04 18:53:36,849 - mmdet - INFO - Epoch [28][3300/7330] lr: 4.612e-07, eta: 1 day, 2:19:13, time: 1.500, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1291, s0.acc: 95.3105, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2093, s1.loss_cls: 0.0594, s1.acc: 95.6230, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1063, s2.loss_cls: 0.0303, s2.acc: 95.4543, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0502, loss: 0.9698 2024-04-04 18:54:53,073 - mmdet - INFO - Epoch [28][3350/7330] lr: 4.612e-07, eta: 1 day, 2:17:58, time: 1.525, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1287, s0.acc: 95.4453, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2082, s1.loss_cls: 0.0590, s1.acc: 95.7450, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1046, s2.loss_cls: 0.0295, s2.acc: 95.5277, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0498, loss: 0.9582 2024-04-04 18:56:10,385 - mmdet - INFO - Epoch [28][3400/7330] lr: 4.612e-07, eta: 1 day, 2:16:43, time: 1.546, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1367, s0.acc: 95.1421, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2186, s1.loss_cls: 0.0627, s1.acc: 95.3362, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1092, s2.loss_cls: 0.0320, s2.acc: 95.1051, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0519, loss: 1.0156 2024-04-04 18:57:23,755 - mmdet - INFO - Epoch [28][3450/7330] lr: 4.612e-07, eta: 1 day, 2:15:26, time: 1.467, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1372, s0.acc: 95.0747, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2134, s1.loss_cls: 0.0641, s1.acc: 95.3031, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1073, s2.loss_cls: 0.0322, s2.acc: 95.1374, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0506, loss: 0.9983 2024-04-04 18:58:40,960 - mmdet - INFO - Epoch [28][3500/7330] lr: 4.612e-07, eta: 1 day, 2:14:11, time: 1.544, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1282, s0.acc: 95.2234, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2132, s1.loss_cls: 0.0603, s1.acc: 95.4480, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1056, s2.loss_cls: 0.0300, s2.acc: 95.3655, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0498, loss: 0.9763 2024-04-04 18:59:59,541 - mmdet - INFO - Epoch [28][3550/7330] lr: 4.612e-07, eta: 1 day, 2:12:57, time: 1.572, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1305, s0.acc: 95.1812, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2124, s1.loss_cls: 0.0615, s1.acc: 95.3777, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1059, s2.loss_cls: 0.0310, s2.acc: 95.1594, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0502, loss: 0.9837 2024-04-04 19:01:17,617 - mmdet - INFO - Epoch [28][3600/7330] lr: 4.612e-07, eta: 1 day, 2:11:42, time: 1.562, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1373, s0.acc: 95.1006, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2117, s1.loss_cls: 0.0642, s1.acc: 95.3302, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1061, s2.loss_cls: 0.0322, s2.acc: 95.2769, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0504, loss: 0.9971 2024-04-04 19:02:38,682 - mmdet - INFO - Epoch [28][3650/7330] lr: 4.612e-07, eta: 1 day, 2:10:28, time: 1.621, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1284, s0.acc: 95.3020, s0.loss_bbox: 0.2039, s0.loss_mask: 0.2064, s1.loss_cls: 0.0600, s1.acc: 95.5215, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1043, s2.loss_cls: 0.0304, s2.acc: 95.3088, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0496, loss: 0.9656 2024-04-04 19:03:56,480 - mmdet - INFO - Epoch [28][3700/7330] lr: 4.612e-07, eta: 1 day, 2:09:13, time: 1.556, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1292, s0.acc: 95.2800, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2047, s1.loss_cls: 0.0604, s1.acc: 95.4996, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1033, s2.loss_cls: 0.0301, s2.acc: 95.3507, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0486, loss: 0.9590 2024-04-04 19:05:09,807 - mmdet - INFO - Epoch [28][3750/7330] lr: 4.612e-07, eta: 1 day, 2:07:57, time: 1.466, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1304, s0.acc: 95.2070, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2091, s1.loss_cls: 0.0617, s1.acc: 95.4208, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1045, s2.loss_cls: 0.0310, s2.acc: 95.3193, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0497, loss: 0.9754 2024-04-04 19:06:27,758 - mmdet - INFO - Epoch [28][3800/7330] lr: 4.612e-07, eta: 1 day, 2:06:42, time: 1.559, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1304, s0.acc: 95.2266, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2096, s1.loss_cls: 0.0614, s1.acc: 95.3967, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1055, s2.loss_cls: 0.0311, s2.acc: 95.2472, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0498, loss: 0.9727 2024-04-04 19:07:48,609 - mmdet - INFO - Epoch [28][3850/7330] lr: 4.612e-07, eta: 1 day, 2:05:28, time: 1.617, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1269, s0.acc: 95.3120, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2131, s1.loss_cls: 0.0598, s1.acc: 95.5043, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1070, s2.loss_cls: 0.0304, s2.acc: 95.2898, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0508, loss: 0.9746 2024-04-04 19:09:08,529 - mmdet - INFO - Epoch [28][3900/7330] lr: 4.612e-07, eta: 1 day, 2:04:14, time: 1.598, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1305, s0.acc: 95.2832, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2057, s1.loss_cls: 0.0617, s1.acc: 95.4821, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1032, s2.loss_cls: 0.0314, s2.acc: 95.3032, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0489, loss: 0.9656 2024-04-04 19:10:24,626 - mmdet - INFO - Epoch [28][3950/7330] lr: 4.612e-07, eta: 1 day, 2:02:58, time: 1.522, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1207, s0.acc: 95.6257, s0.loss_bbox: 0.1938, s0.loss_mask: 0.2061, s1.loss_cls: 0.0564, s1.acc: 95.8108, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1044, s2.loss_cls: 0.0283, s2.acc: 95.6965, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0496, loss: 0.9332 2024-04-04 19:11:37,749 - mmdet - INFO - Epoch [28][4000/7330] lr: 4.612e-07, eta: 1 day, 2:01:42, time: 1.462, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1239, s0.acc: 95.6064, s0.loss_bbox: 0.1918, s0.loss_mask: 0.2057, s1.loss_cls: 0.0584, s1.acc: 95.7809, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1042, s2.loss_cls: 0.0293, s2.acc: 95.5996, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0498, loss: 0.9331 2024-04-04 19:12:55,988 - mmdet - INFO - Epoch [28][4050/7330] lr: 4.612e-07, eta: 1 day, 2:00:27, time: 1.564, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1280, s0.acc: 95.4006, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2105, s1.loss_cls: 0.0585, s1.acc: 95.6949, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1066, s2.loss_cls: 0.0293, s2.acc: 95.6060, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0508, loss: 0.9686 2024-04-04 19:14:13,510 - mmdet - INFO - Epoch [28][4100/7330] lr: 4.612e-07, eta: 1 day, 1:59:12, time: 1.551, data_time: 0.064, memory: 29881, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1269, s0.acc: 95.3293, s0.loss_bbox: 0.2015, s0.loss_mask: 0.2115, s1.loss_cls: 0.0599, s1.acc: 95.5004, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1068, s2.loss_cls: 0.0303, s2.acc: 95.3639, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0509, loss: 0.9683 2024-04-04 19:15:31,406 - mmdet - INFO - Epoch [28][4150/7330] lr: 4.612e-07, eta: 1 day, 1:57:57, time: 1.558, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1328, s0.acc: 95.1707, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2124, s1.loss_cls: 0.0627, s1.acc: 95.3426, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1069, s2.loss_cls: 0.0320, s2.acc: 95.1490, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0506, loss: 0.9999 2024-04-04 19:16:50,443 - mmdet - INFO - Epoch [28][4200/7330] lr: 4.612e-07, eta: 1 day, 1:56:43, time: 1.581, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1288, s0.acc: 95.3560, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2132, s1.loss_cls: 0.0600, s1.acc: 95.5890, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1072, s2.loss_cls: 0.0303, s2.acc: 95.4477, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0508, loss: 0.9738 2024-04-04 19:18:06,075 - mmdet - INFO - Epoch [28][4250/7330] lr: 4.612e-07, eta: 1 day, 1:55:27, time: 1.513, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1251, s0.acc: 95.4731, s0.loss_bbox: 0.1988, s0.loss_mask: 0.2127, s1.loss_cls: 0.0588, s1.acc: 95.6727, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1057, s2.loss_cls: 0.0300, s2.acc: 95.4178, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0502, loss: 0.9552 2024-04-04 19:19:24,896 - mmdet - INFO - Epoch [28][4300/7330] lr: 4.612e-07, eta: 1 day, 1:54:12, time: 1.576, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1325, s0.acc: 95.1965, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2092, s1.loss_cls: 0.0618, s1.acc: 95.3916, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1051, s2.loss_cls: 0.0308, s2.acc: 95.2680, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0500, loss: 0.9873 2024-04-04 19:20:39,780 - mmdet - INFO - Epoch [28][4350/7330] lr: 4.612e-07, eta: 1 day, 1:52:56, time: 1.498, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1339, s0.acc: 95.1104, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2167, s1.loss_cls: 0.0622, s1.acc: 95.3077, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1097, s2.loss_cls: 0.0313, s2.acc: 95.0910, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0522, loss: 1.0111 2024-04-04 19:21:59,094 - mmdet - INFO - Epoch [28][4400/7330] lr: 4.612e-07, eta: 1 day, 1:51:42, time: 1.586, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1254, s0.acc: 95.3984, s0.loss_bbox: 0.1974, s0.loss_mask: 0.2128, s1.loss_cls: 0.0591, s1.acc: 95.5799, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1075, s2.loss_cls: 0.0295, s2.acc: 95.4506, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0511, loss: 0.9577 2024-04-04 19:23:15,443 - mmdet - INFO - Epoch [28][4450/7330] lr: 4.612e-07, eta: 1 day, 1:50:27, time: 1.527, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1324, s0.acc: 95.2578, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2089, s1.loss_cls: 0.0614, s1.acc: 95.5081, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1049, s2.loss_cls: 0.0303, s2.acc: 95.5067, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0498, loss: 0.9760 2024-04-04 19:24:29,336 - mmdet - INFO - Epoch [28][4500/7330] lr: 4.612e-07, eta: 1 day, 1:49:10, time: 1.478, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1231, s0.acc: 95.5464, s0.loss_bbox: 0.1947, s0.loss_mask: 0.2041, s1.loss_cls: 0.0569, s1.acc: 95.7894, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1032, s2.loss_cls: 0.0288, s2.acc: 95.6817, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0490, loss: 0.9335 2024-04-04 19:25:43,197 - mmdet - INFO - Epoch [28][4550/7330] lr: 4.612e-07, eta: 1 day, 1:47:54, time: 1.477, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1259, s0.acc: 95.3989, s0.loss_bbox: 0.1977, s0.loss_mask: 0.2120, s1.loss_cls: 0.0592, s1.acc: 95.5559, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1059, s2.loss_cls: 0.0298, s2.acc: 95.4933, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0503, loss: 0.9561 2024-04-04 19:27:00,414 - mmdet - INFO - Epoch [28][4600/7330] lr: 4.612e-07, eta: 1 day, 1:46:39, time: 1.544, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1320, s0.acc: 95.1538, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2165, s1.loss_cls: 0.0618, s1.acc: 95.3993, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1092, s2.loss_cls: 0.0308, s2.acc: 95.3635, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0517, loss: 1.0037 2024-04-04 19:28:16,990 - mmdet - INFO - Epoch [28][4650/7330] lr: 4.612e-07, eta: 1 day, 1:45:24, time: 1.532, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1261, s0.acc: 95.3760, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2104, s1.loss_cls: 0.0588, s1.acc: 95.5831, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1059, s2.loss_cls: 0.0293, s2.acc: 95.5383, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0502, loss: 0.9630 2024-04-04 19:29:34,270 - mmdet - INFO - Epoch [28][4700/7330] lr: 4.612e-07, eta: 1 day, 1:44:09, time: 1.546, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1273, s0.acc: 95.3958, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2078, s1.loss_cls: 0.0599, s1.acc: 95.5251, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1046, s2.loss_cls: 0.0306, s2.acc: 95.3134, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0495, loss: 0.9602 2024-04-04 19:30:51,948 - mmdet - INFO - Epoch [28][4750/7330] lr: 4.612e-07, eta: 1 day, 1:42:54, time: 1.554, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1245, s0.acc: 95.4558, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2117, s1.loss_cls: 0.0594, s1.acc: 95.5601, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1065, s2.loss_cls: 0.0299, s2.acc: 95.4389, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0506, loss: 0.9610 2024-04-04 19:32:08,682 - mmdet - INFO - Epoch [28][4800/7330] lr: 4.612e-07, eta: 1 day, 1:41:39, time: 1.535, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1353, s0.acc: 95.0525, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2094, s1.loss_cls: 0.0633, s1.acc: 95.2873, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1055, s2.loss_cls: 0.0316, s2.acc: 95.2080, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0499, loss: 0.9871 2024-04-04 19:33:22,935 - mmdet - INFO - Epoch [28][4850/7330] lr: 4.612e-07, eta: 1 day, 1:40:23, time: 1.485, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1244, s0.acc: 95.5813, s0.loss_bbox: 0.1965, s0.loss_mask: 0.2036, s1.loss_cls: 0.0576, s1.acc: 95.7999, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1031, s2.loss_cls: 0.0291, s2.acc: 95.5319, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0491, loss: 0.9409 2024-04-04 19:34:41,350 - mmdet - INFO - Epoch [28][4900/7330] lr: 4.612e-07, eta: 1 day, 1:39:08, time: 1.568, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1362, s0.acc: 95.0769, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2107, s1.loss_cls: 0.0645, s1.acc: 95.2736, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1061, s2.loss_cls: 0.0328, s2.acc: 95.0334, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0505, loss: 1.0094 2024-04-04 19:35:56,099 - mmdet - INFO - Epoch [28][4950/7330] lr: 4.612e-07, eta: 1 day, 1:37:52, time: 1.495, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1279, s0.acc: 95.3423, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2050, s1.loss_cls: 0.0600, s1.acc: 95.5883, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1031, s2.loss_cls: 0.0303, s2.acc: 95.3759, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0492, loss: 0.9574 2024-04-04 19:37:18,458 - mmdet - INFO - Epoch [28][5000/7330] lr: 4.612e-07, eta: 1 day, 1:36:38, time: 1.647, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1257, s0.acc: 95.3662, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2114, s1.loss_cls: 0.0586, s1.acc: 95.6332, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1071, s2.loss_cls: 0.0300, s2.acc: 95.3755, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0510, loss: 0.9692 2024-04-04 19:38:34,781 - mmdet - INFO - Epoch [28][5050/7330] lr: 4.612e-07, eta: 1 day, 1:35:23, time: 1.526, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1304, s0.acc: 95.2896, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2115, s1.loss_cls: 0.0609, s1.acc: 95.5776, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1066, s2.loss_cls: 0.0304, s2.acc: 95.4608, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0506, loss: 0.9772 2024-04-04 19:39:51,510 - mmdet - INFO - Epoch [28][5100/7330] lr: 4.612e-07, eta: 1 day, 1:34:08, time: 1.535, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1314, s0.acc: 95.2451, s0.loss_bbox: 0.2035, s0.loss_mask: 0.2080, s1.loss_cls: 0.0619, s1.acc: 95.4159, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1043, s2.loss_cls: 0.0309, s2.acc: 95.3115, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0495, loss: 0.9689 2024-04-04 19:41:06,663 - mmdet - INFO - Epoch [28][5150/7330] lr: 4.612e-07, eta: 1 day, 1:32:52, time: 1.503, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1193, s0.acc: 95.6980, s0.loss_bbox: 0.1961, s0.loss_mask: 0.2022, s1.loss_cls: 0.0556, s1.acc: 95.9042, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1022, s2.loss_cls: 0.0283, s2.acc: 95.7108, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0486, loss: 0.9237 2024-04-04 19:42:23,150 - mmdet - INFO - Epoch [28][5200/7330] lr: 4.612e-07, eta: 1 day, 1:31:37, time: 1.530, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1242, s0.acc: 95.5032, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2039, s1.loss_cls: 0.0579, s1.acc: 95.7424, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1024, s2.loss_cls: 0.0292, s2.acc: 95.4844, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0487, loss: 0.9382 2024-04-04 19:43:39,388 - mmdet - INFO - Epoch [28][5250/7330] lr: 4.612e-07, eta: 1 day, 1:30:21, time: 1.525, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1271, s0.acc: 95.3662, s0.loss_bbox: 0.2017, s0.loss_mask: 0.2077, s1.loss_cls: 0.0598, s1.acc: 95.5532, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1043, s2.loss_cls: 0.0306, s2.acc: 95.4190, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0496, loss: 0.9601 2024-04-04 19:44:54,344 - mmdet - INFO - Epoch [28][5300/7330] lr: 4.612e-07, eta: 1 day, 1:29:05, time: 1.499, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1214, s0.acc: 95.5725, s0.loss_bbox: 0.1985, s0.loss_mask: 0.2026, s1.loss_cls: 0.0557, s1.acc: 95.8901, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1019, s2.loss_cls: 0.0284, s2.acc: 95.6397, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0480, loss: 0.9341 2024-04-04 19:46:11,325 - mmdet - INFO - Epoch [28][5350/7330] lr: 4.612e-07, eta: 1 day, 1:27:50, time: 1.540, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1294, s0.acc: 95.2969, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2106, s1.loss_cls: 0.0605, s1.acc: 95.4929, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1056, s2.loss_cls: 0.0307, s2.acc: 95.2808, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0502, loss: 0.9718 2024-04-04 19:47:30,109 - mmdet - INFO - Epoch [28][5400/7330] lr: 4.612e-07, eta: 1 day, 1:26:35, time: 1.576, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1323, s0.acc: 95.1968, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2049, s1.loss_cls: 0.0620, s1.acc: 95.3277, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1027, s2.loss_cls: 0.0313, s2.acc: 95.1201, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0490, loss: 0.9692 2024-04-04 19:48:49,479 - mmdet - INFO - Epoch [28][5450/7330] lr: 4.612e-07, eta: 1 day, 1:25:21, time: 1.587, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1272, s0.acc: 95.3140, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2113, s1.loss_cls: 0.0604, s1.acc: 95.4544, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1065, s2.loss_cls: 0.0304, s2.acc: 95.3084, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0508, loss: 0.9694 2024-04-04 19:50:06,974 - mmdet - INFO - Epoch [28][5500/7330] lr: 4.612e-07, eta: 1 day, 1:24:06, time: 1.550, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1265, s0.acc: 95.3911, s0.loss_bbox: 0.1980, s0.loss_mask: 0.2093, s1.loss_cls: 0.0593, s1.acc: 95.5527, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1050, s2.loss_cls: 0.0301, s2.acc: 95.4021, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0497, loss: 0.9557 2024-04-04 19:51:23,276 - mmdet - INFO - Epoch [28][5550/7330] lr: 4.612e-07, eta: 1 day, 1:22:51, time: 1.526, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1255, s0.acc: 95.4360, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2066, s1.loss_cls: 0.0598, s1.acc: 95.5107, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1044, s2.loss_cls: 0.0301, s2.acc: 95.3579, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0492, loss: 0.9590 2024-04-04 19:52:39,610 - mmdet - INFO - Epoch [28][5600/7330] lr: 4.612e-07, eta: 1 day, 1:21:35, time: 1.527, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1288, s0.acc: 95.3496, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2113, s1.loss_cls: 0.0601, s1.acc: 95.5320, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1072, s2.loss_cls: 0.0304, s2.acc: 95.4566, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0510, loss: 0.9787 2024-04-04 19:53:55,141 - mmdet - INFO - Epoch [28][5650/7330] lr: 4.612e-07, eta: 1 day, 1:20:19, time: 1.511, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1319, s0.acc: 95.2175, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2151, s1.loss_cls: 0.0617, s1.acc: 95.5322, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1086, s2.loss_cls: 0.0315, s2.acc: 95.2621, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0516, loss: 0.9908 2024-04-04 19:55:07,096 - mmdet - INFO - Epoch [28][5700/7330] lr: 4.612e-07, eta: 1 day, 1:19:03, time: 1.439, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1341, s0.acc: 95.2097, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2127, s1.loss_cls: 0.0627, s1.acc: 95.4112, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1069, s2.loss_cls: 0.0313, s2.acc: 95.2244, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0505, loss: 0.9941 2024-04-04 19:56:24,268 - mmdet - INFO - Epoch [28][5750/7330] lr: 4.612e-07, eta: 1 day, 1:17:48, time: 1.543, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1311, s0.acc: 95.2705, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2130, s1.loss_cls: 0.0607, s1.acc: 95.4815, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1070, s2.loss_cls: 0.0308, s2.acc: 95.2523, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0506, loss: 0.9841 2024-04-04 19:57:40,202 - mmdet - INFO - Epoch [28][5800/7330] lr: 4.612e-07, eta: 1 day, 1:16:32, time: 1.519, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1254, s0.acc: 95.3972, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2072, s1.loss_cls: 0.0588, s1.acc: 95.6319, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1036, s2.loss_cls: 0.0301, s2.acc: 95.3932, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0493, loss: 0.9615 2024-04-04 19:58:57,471 - mmdet - INFO - Epoch [28][5850/7330] lr: 4.612e-07, eta: 1 day, 1:15:17, time: 1.545, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1408, s0.acc: 94.9634, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2177, s1.loss_cls: 0.0668, s1.acc: 95.1036, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1085, s2.loss_cls: 0.0334, s2.acc: 94.9919, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0512, loss: 1.0178 2024-04-04 20:00:10,898 - mmdet - INFO - Epoch [28][5900/7330] lr: 4.612e-07, eta: 1 day, 1:14:01, time: 1.469, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1260, s0.acc: 95.3452, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2107, s1.loss_cls: 0.0591, s1.acc: 95.4848, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1062, s2.loss_cls: 0.0298, s2.acc: 95.4380, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0507, loss: 0.9671 2024-04-04 20:01:23,806 - mmdet - INFO - Epoch [28][5950/7330] lr: 4.612e-07, eta: 1 day, 1:12:44, time: 1.458, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1313, s0.acc: 95.2673, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2071, s1.loss_cls: 0.0614, s1.acc: 95.4349, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1050, s2.loss_cls: 0.0305, s2.acc: 95.3934, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0497, loss: 0.9699 2024-04-04 20:02:36,753 - mmdet - INFO - Epoch [28][6000/7330] lr: 4.612e-07, eta: 1 day, 1:11:28, time: 1.459, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1240, s0.acc: 95.4919, s0.loss_bbox: 0.1998, s0.loss_mask: 0.2119, s1.loss_cls: 0.0578, s1.acc: 95.7087, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1062, s2.loss_cls: 0.0294, s2.acc: 95.5142, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0505, loss: 0.9585 2024-04-04 20:03:48,528 - mmdet - INFO - Epoch [28][6050/7330] lr: 4.612e-07, eta: 1 day, 1:10:11, time: 1.435, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1330, s0.acc: 95.2358, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2145, s1.loss_cls: 0.0618, s1.acc: 95.4812, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1070, s2.loss_cls: 0.0315, s2.acc: 95.2765, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0504, loss: 0.9958 2024-04-04 20:05:06,983 - mmdet - INFO - Epoch [28][6100/7330] lr: 4.612e-07, eta: 1 day, 1:08:56, time: 1.569, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1236, s0.acc: 95.4568, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2107, s1.loss_cls: 0.0577, s1.acc: 95.6551, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1064, s2.loss_cls: 0.0294, s2.acc: 95.4293, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0507, loss: 0.9678 2024-04-04 20:06:20,839 - mmdet - INFO - Epoch [28][6150/7330] lr: 4.612e-07, eta: 1 day, 1:07:40, time: 1.477, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1250, s0.acc: 95.4353, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2058, s1.loss_cls: 0.0576, s1.acc: 95.7406, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1050, s2.loss_cls: 0.0291, s2.acc: 95.4830, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0499, loss: 0.9562 2024-04-04 20:07:32,758 - mmdet - INFO - Epoch [28][6200/7330] lr: 4.612e-07, eta: 1 day, 1:06:24, time: 1.438, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1311, s0.acc: 95.2551, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2083, s1.loss_cls: 0.0616, s1.acc: 95.4853, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1041, s2.loss_cls: 0.0310, s2.acc: 95.3043, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0490, loss: 0.9679 2024-04-04 20:08:50,422 - mmdet - INFO - Epoch [28][6250/7330] lr: 4.612e-07, eta: 1 day, 1:05:09, time: 1.554, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1357, s0.acc: 95.0723, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2124, s1.loss_cls: 0.0631, s1.acc: 95.3460, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1066, s2.loss_cls: 0.0316, s2.acc: 95.2388, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0503, loss: 1.0036 2024-04-04 20:10:05,164 - mmdet - INFO - Epoch [28][6300/7330] lr: 4.612e-07, eta: 1 day, 1:03:53, time: 1.495, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1232, s0.acc: 95.5515, s0.loss_bbox: 0.2005, s0.loss_mask: 0.2053, s1.loss_cls: 0.0571, s1.acc: 95.8286, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1035, s2.loss_cls: 0.0288, s2.acc: 95.6141, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0490, loss: 0.9454 2024-04-04 20:11:17,477 - mmdet - INFO - Epoch [28][6350/7330] lr: 4.612e-07, eta: 1 day, 1:02:36, time: 1.446, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1228, s0.acc: 95.4639, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2109, s1.loss_cls: 0.0572, s1.acc: 95.7097, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1065, s2.loss_cls: 0.0286, s2.acc: 95.6083, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0509, loss: 0.9610 2024-04-04 20:12:29,781 - mmdet - INFO - Epoch [28][6400/7330] lr: 4.612e-07, eta: 1 day, 1:01:20, time: 1.447, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1306, s0.acc: 95.2283, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2095, s1.loss_cls: 0.0613, s1.acc: 95.4373, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1056, s2.loss_cls: 0.0310, s2.acc: 95.2401, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0501, loss: 0.9727 2024-04-04 20:13:45,872 - mmdet - INFO - Epoch [28][6450/7330] lr: 4.612e-07, eta: 1 day, 1:00:04, time: 1.522, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1298, s0.acc: 95.3374, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2077, s1.loss_cls: 0.0606, s1.acc: 95.5595, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1043, s2.loss_cls: 0.0304, s2.acc: 95.4726, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0496, loss: 0.9705 2024-04-04 20:15:02,615 - mmdet - INFO - Epoch [28][6500/7330] lr: 4.612e-07, eta: 1 day, 0:58:49, time: 1.535, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1344, s0.acc: 95.0845, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2152, s1.loss_cls: 0.0635, s1.acc: 95.3004, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1085, s2.loss_cls: 0.0323, s2.acc: 95.0194, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0513, loss: 1.0059 2024-04-04 20:16:14,300 - mmdet - INFO - Epoch [28][6550/7330] lr: 4.612e-07, eta: 1 day, 0:57:32, time: 1.434, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1217, s0.acc: 95.4785, s0.loss_bbox: 0.1962, s0.loss_mask: 0.2054, s1.loss_cls: 0.0574, s1.acc: 95.6743, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1038, s2.loss_cls: 0.0290, s2.acc: 95.5922, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0494, loss: 0.9392 2024-04-04 20:17:29,474 - mmdet - INFO - Epoch [28][6600/7330] lr: 4.612e-07, eta: 1 day, 0:56:16, time: 1.503, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1278, s0.acc: 95.3789, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2099, s1.loss_cls: 0.0592, s1.acc: 95.5650, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1051, s2.loss_cls: 0.0296, s2.acc: 95.4685, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0495, loss: 0.9656 2024-04-04 20:18:48,348 - mmdet - INFO - Epoch [28][6650/7330] lr: 4.612e-07, eta: 1 day, 0:55:02, time: 1.577, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1286, s0.acc: 95.3391, s0.loss_bbox: 0.1977, s0.loss_mask: 0.2068, s1.loss_cls: 0.0600, s1.acc: 95.5838, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1043, s2.loss_cls: 0.0302, s2.acc: 95.4542, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0492, loss: 0.9551 2024-04-04 20:20:02,808 - mmdet - INFO - Epoch [28][6700/7330] lr: 4.612e-07, eta: 1 day, 0:53:46, time: 1.489, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1360, s0.acc: 95.2283, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2112, s1.loss_cls: 0.0631, s1.acc: 95.4541, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1065, s2.loss_cls: 0.0314, s2.acc: 95.3945, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0505, loss: 0.9906 2024-04-04 20:21:19,250 - mmdet - INFO - Epoch [28][6750/7330] lr: 4.612e-07, eta: 1 day, 0:52:30, time: 1.529, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1283, s0.acc: 95.2415, s0.loss_bbox: 0.2035, s0.loss_mask: 0.2077, s1.loss_cls: 0.0606, s1.acc: 95.4381, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1054, s2.loss_cls: 0.0310, s2.acc: 95.2432, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0500, loss: 0.9676 2024-04-04 20:22:34,912 - mmdet - INFO - Epoch [28][6800/7330] lr: 4.612e-07, eta: 1 day, 0:51:15, time: 1.513, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1273, s0.acc: 95.3738, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2073, s1.loss_cls: 0.0602, s1.acc: 95.5952, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1049, s2.loss_cls: 0.0303, s2.acc: 95.4465, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0498, loss: 0.9579 2024-04-04 20:23:49,027 - mmdet - INFO - Epoch [28][6850/7330] lr: 4.612e-07, eta: 1 day, 0:49:59, time: 1.482, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1354, s0.acc: 94.9678, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2127, s1.loss_cls: 0.0633, s1.acc: 95.2122, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1074, s2.loss_cls: 0.0323, s2.acc: 94.9812, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0510, loss: 1.0057 2024-04-04 20:25:04,478 - mmdet - INFO - Epoch [28][6900/7330] lr: 4.612e-07, eta: 1 day, 0:48:43, time: 1.509, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1294, s0.acc: 95.2229, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2066, s1.loss_cls: 0.0607, s1.acc: 95.4406, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1043, s2.loss_cls: 0.0308, s2.acc: 95.2738, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0498, loss: 0.9559 2024-04-04 20:26:16,973 - mmdet - INFO - Epoch [28][6950/7330] lr: 4.612e-07, eta: 1 day, 0:47:27, time: 1.449, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1239, s0.acc: 95.4636, s0.loss_bbox: 0.2023, s0.loss_mask: 0.2129, s1.loss_cls: 0.0575, s1.acc: 95.7541, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1072, s2.loss_cls: 0.0288, s2.acc: 95.5872, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0508, loss: 0.9624 2024-04-04 20:27:31,909 - mmdet - INFO - Epoch [28][7000/7330] lr: 4.612e-07, eta: 1 day, 0:46:11, time: 1.499, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1303, s0.acc: 95.1462, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2119, s1.loss_cls: 0.0614, s1.acc: 95.3827, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1064, s2.loss_cls: 0.0310, s2.acc: 95.1484, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0506, loss: 0.9818 2024-04-04 20:28:44,772 - mmdet - INFO - Epoch [28][7050/7330] lr: 4.612e-07, eta: 1 day, 0:44:54, time: 1.457, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1226, s0.acc: 95.5359, s0.loss_bbox: 0.1940, s0.loss_mask: 0.2046, s1.loss_cls: 0.0576, s1.acc: 95.7530, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1041, s2.loss_cls: 0.0295, s2.acc: 95.5969, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0497, loss: 0.9363 2024-04-04 20:29:58,009 - mmdet - INFO - Epoch [28][7100/7330] lr: 4.612e-07, eta: 1 day, 0:43:38, time: 1.465, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1235, s0.acc: 95.3923, s0.loss_bbox: 0.1993, s0.loss_mask: 0.2077, s1.loss_cls: 0.0582, s1.acc: 95.5569, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1054, s2.loss_cls: 0.0292, s2.acc: 95.4387, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0503, loss: 0.9491 2024-04-04 20:31:12,718 - mmdet - INFO - Epoch [28][7150/7330] lr: 4.612e-07, eta: 1 day, 0:42:22, time: 1.494, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1318, s0.acc: 95.2366, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2123, s1.loss_cls: 0.0618, s1.acc: 95.4523, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1075, s2.loss_cls: 0.0310, s2.acc: 95.3434, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0510, loss: 0.9830 2024-04-04 20:32:30,646 - mmdet - INFO - Epoch [28][7200/7330] lr: 4.612e-07, eta: 1 day, 0:41:07, time: 1.558, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1291, s0.acc: 95.3030, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2114, s1.loss_cls: 0.0604, s1.acc: 95.4310, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1064, s2.loss_cls: 0.0306, s2.acc: 95.2252, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0505, loss: 0.9752 2024-04-04 20:33:45,451 - mmdet - INFO - Epoch [28][7250/7330] lr: 4.612e-07, eta: 1 day, 0:39:51, time: 1.497, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1297, s0.acc: 95.3086, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2106, s1.loss_cls: 0.0612, s1.acc: 95.3715, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1062, s2.loss_cls: 0.0307, s2.acc: 95.2590, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0505, loss: 0.9722 2024-04-04 20:34:59,466 - mmdet - INFO - Epoch [28][7300/7330] lr: 4.612e-07, eta: 1 day, 0:38:35, time: 1.480, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1182, s0.acc: 95.6772, s0.loss_bbox: 0.1894, s0.loss_mask: 0.2043, s1.loss_cls: 0.0552, s1.acc: 95.8877, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1036, s2.loss_cls: 0.0286, s2.acc: 95.6098, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0492, loss: 0.9175 2024-04-04 20:35:44,236 - mmdet - INFO - Saving checkpoint at 28 epochs 2024-04-04 20:43:29,514 - mmdet - INFO - Evaluating bbox... 2024-04-04 20:44:07,912 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.524 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.709 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.569 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.352 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.564 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 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.650 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 ] = 0.688 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.779 2024-04-04 20:44:07,912 - mmdet - INFO - Evaluating segm... 2024-04-04 20:44:53,965 - 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 ] = 0.688 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.495 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 ] = 0.488 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 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.402 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.607 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.718 2024-04-04 20:44:54,533 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-04 20:44:54,534 - mmdet - INFO - Epoch(val) [28][1250] bbox_mAP: 0.5240, bbox_mAP_50: 0.7090, bbox_mAP_75: 0.5690, bbox_mAP_s: 0.3520, bbox_mAP_m: 0.5640, bbox_mAP_l: 0.6660, bbox_mAP_copypaste: 0.524 0.709 0.569 0.352 0.564 0.666, segm_mAP: 0.4550, segm_mAP_50: 0.6880, segm_mAP_75: 0.4950, segm_mAP_s: 0.2580, segm_mAP_m: 0.4880, segm_mAP_l: 0.6340, segm_mAP_copypaste: 0.455 0.688 0.495 0.258 0.488 0.634 2024-04-04 20:46:11,929 - mmdet - INFO - Epoch [29][50/7330] lr: 4.612e-07, eta: 1 day, 0:36:22, time: 1.547, data_time: 0.111, memory: 29881, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1316, s0.acc: 95.1697, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2111, s1.loss_cls: 0.0616, s1.acc: 95.3494, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1070, s2.loss_cls: 0.0311, s2.acc: 95.2002, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0510, loss: 0.9985 2024-04-04 20:47:26,535 - mmdet - INFO - Epoch [29][100/7330] lr: 4.612e-07, eta: 1 day, 0:35:06, time: 1.492, data_time: 0.044, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1233, s0.acc: 95.4893, s0.loss_bbox: 0.2004, s0.loss_mask: 0.2096, s1.loss_cls: 0.0577, s1.acc: 95.6419, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1059, s2.loss_cls: 0.0293, s2.acc: 95.5562, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0503, loss: 0.9545 2024-04-04 20:48:46,775 - mmdet - INFO - Epoch [29][150/7330] lr: 4.612e-07, eta: 1 day, 0:33:52, time: 1.605, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1311, s0.acc: 95.1809, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2104, s1.loss_cls: 0.0605, s1.acc: 95.4025, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1058, s2.loss_cls: 0.0309, s2.acc: 95.2430, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0504, loss: 0.9761 2024-04-04 20:50:02,401 - mmdet - INFO - Epoch [29][200/7330] lr: 4.612e-07, eta: 1 day, 0:32:36, time: 1.512, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1292, s0.acc: 95.1853, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2101, s1.loss_cls: 0.0601, s1.acc: 95.5084, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1062, s2.loss_cls: 0.0303, s2.acc: 95.3584, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0501, loss: 0.9839 2024-04-04 20:51:14,978 - mmdet - INFO - Epoch [29][250/7330] lr: 4.612e-07, eta: 1 day, 0:31:20, time: 1.452, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1221, s0.acc: 95.5381, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2072, s1.loss_cls: 0.0574, s1.acc: 95.7337, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1036, s2.loss_cls: 0.0288, s2.acc: 95.5452, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0487, loss: 0.9454 2024-04-04 20:52:29,804 - mmdet - INFO - Epoch [29][300/7330] lr: 4.612e-07, eta: 1 day, 0:30:04, time: 1.496, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1253, s0.acc: 95.4619, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2071, s1.loss_cls: 0.0580, s1.acc: 95.6959, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1045, s2.loss_cls: 0.0291, s2.acc: 95.5167, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0497, loss: 0.9472 2024-04-04 20:53:42,110 - mmdet - INFO - Epoch [29][350/7330] lr: 4.612e-07, eta: 1 day, 0:28:47, time: 1.446, data_time: 0.045, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1268, s0.acc: 95.4382, s0.loss_bbox: 0.1970, s0.loss_mask: 0.2079, s1.loss_cls: 0.0600, s1.acc: 95.6742, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1048, s2.loss_cls: 0.0299, s2.acc: 95.5282, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0496, loss: 0.9490 2024-04-04 20:54:56,652 - mmdet - INFO - Epoch [29][400/7330] lr: 4.612e-07, eta: 1 day, 0:27:32, time: 1.491, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1315, s0.acc: 95.2390, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2082, s1.loss_cls: 0.0607, s1.acc: 95.4358, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1043, s2.loss_cls: 0.0306, s2.acc: 95.3679, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0496, loss: 0.9700 2024-04-04 20:56:09,550 - mmdet - INFO - Epoch [29][450/7330] lr: 4.612e-07, eta: 1 day, 0:26:15, time: 1.458, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1318, s0.acc: 95.0798, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2101, s1.loss_cls: 0.0616, s1.acc: 95.2908, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1053, s2.loss_cls: 0.0315, s2.acc: 95.1073, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0500, loss: 0.9857 2024-04-04 20:57:27,049 - mmdet - INFO - Epoch [29][500/7330] lr: 4.612e-07, eta: 1 day, 0:25:00, time: 1.550, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1273, s0.acc: 95.3501, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2122, s1.loss_cls: 0.0599, s1.acc: 95.5438, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1063, s2.loss_cls: 0.0306, s2.acc: 95.2740, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0504, loss: 0.9677 2024-04-04 20:58:43,985 - mmdet - INFO - Epoch [29][550/7330] lr: 4.612e-07, eta: 1 day, 0:23:45, time: 1.538, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1311, s0.acc: 95.2549, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2056, s1.loss_cls: 0.0625, s1.acc: 95.4111, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1043, s2.loss_cls: 0.0312, s2.acc: 95.3407, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0492, loss: 0.9723 2024-04-04 21:00:00,030 - mmdet - INFO - Epoch [29][600/7330] lr: 4.612e-07, eta: 1 day, 0:22:29, time: 1.521, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1245, s0.acc: 95.4341, s0.loss_bbox: 0.2002, s0.loss_mask: 0.1998, s1.loss_cls: 0.0572, s1.acc: 95.7215, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1013, s2.loss_cls: 0.0292, s2.acc: 95.6217, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0485, loss: 0.9375 2024-04-04 21:01:14,728 - mmdet - INFO - Epoch [29][650/7330] lr: 4.612e-07, eta: 1 day, 0:21:14, time: 1.494, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1234, s0.acc: 95.4558, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2073, s1.loss_cls: 0.0571, s1.acc: 95.6452, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1046, s2.loss_cls: 0.0289, s2.acc: 95.5810, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0495, loss: 0.9539 2024-04-04 21:02:30,213 - mmdet - INFO - Epoch [29][700/7330] lr: 4.612e-07, eta: 1 day, 0:19:58, time: 1.510, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1311, s0.acc: 95.2866, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2069, s1.loss_cls: 0.0611, s1.acc: 95.5439, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1049, s2.loss_cls: 0.0309, s2.acc: 95.3507, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0498, loss: 0.9705 2024-04-04 21:03:44,986 - mmdet - INFO - Epoch [29][750/7330] lr: 4.612e-07, eta: 1 day, 0:18:42, time: 1.495, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1260, s0.acc: 95.4519, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2057, s1.loss_cls: 0.0579, s1.acc: 95.7739, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1033, s2.loss_cls: 0.0290, s2.acc: 95.6477, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0493, loss: 0.9431 2024-04-04 21:05:01,297 - mmdet - INFO - Epoch [29][800/7330] lr: 4.612e-07, eta: 1 day, 0:17:27, time: 1.526, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1276, s0.acc: 95.2886, s0.loss_bbox: 0.2004, s0.loss_mask: 0.2090, s1.loss_cls: 0.0595, s1.acc: 95.5076, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1057, s2.loss_cls: 0.0303, s2.acc: 95.2612, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0502, loss: 0.9624 2024-04-04 21:06:19,316 - mmdet - INFO - Epoch [29][850/7330] lr: 4.612e-07, eta: 1 day, 0:16:12, time: 1.560, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1274, s0.acc: 95.3979, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2091, s1.loss_cls: 0.0594, s1.acc: 95.5748, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1049, s2.loss_cls: 0.0301, s2.acc: 95.4028, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0499, loss: 0.9714 2024-04-04 21:07:36,455 - mmdet - INFO - Epoch [29][900/7330] lr: 4.612e-07, eta: 1 day, 0:14:57, time: 1.543, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1266, s0.acc: 95.2883, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2071, s1.loss_cls: 0.0590, s1.acc: 95.5178, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1042, s2.loss_cls: 0.0298, s2.acc: 95.3801, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0494, loss: 0.9529 2024-04-04 21:08:53,861 - mmdet - INFO - Epoch [29][950/7330] lr: 4.612e-07, eta: 1 day, 0:13:42, time: 1.548, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1366, s0.acc: 94.9512, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2089, s1.loss_cls: 0.0631, s1.acc: 95.2689, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1049, s2.loss_cls: 0.0317, s2.acc: 95.1086, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0498, loss: 0.9999 2024-04-04 21:10:12,714 - mmdet - INFO - Epoch [29][1000/7330] lr: 4.612e-07, eta: 1 day, 0:12:27, time: 1.577, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1264, s0.acc: 95.4451, s0.loss_bbox: 0.1965, s0.loss_mask: 0.2056, s1.loss_cls: 0.0597, s1.acc: 95.6125, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1028, s2.loss_cls: 0.0300, s2.acc: 95.5122, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0489, loss: 0.9426 2024-04-04 21:11:25,588 - mmdet - INFO - Epoch [29][1050/7330] lr: 4.612e-07, eta: 1 day, 0:11:11, time: 1.457, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1301, s0.acc: 95.1912, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2100, s1.loss_cls: 0.0599, s1.acc: 95.4718, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1065, s2.loss_cls: 0.0304, s2.acc: 95.2833, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0506, loss: 0.9844 2024-04-04 21:12:42,191 - mmdet - INFO - Epoch [29][1100/7330] lr: 4.612e-07, eta: 1 day, 0:09:55, time: 1.532, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1290, s0.acc: 95.2920, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2099, s1.loss_cls: 0.0598, s1.acc: 95.5624, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1049, s2.loss_cls: 0.0300, s2.acc: 95.3921, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0499, loss: 0.9777 2024-04-04 21:13:58,191 - mmdet - INFO - Epoch [29][1150/7330] lr: 4.612e-07, eta: 1 day, 0:08:40, time: 1.520, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1223, s0.acc: 95.5405, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2084, s1.loss_cls: 0.0562, s1.acc: 95.8279, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1053, s2.loss_cls: 0.0289, s2.acc: 95.5810, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0502, loss: 0.9554 2024-04-04 21:15:14,745 - mmdet - INFO - Epoch [29][1200/7330] lr: 4.612e-07, eta: 1 day, 0:07:24, time: 1.531, data_time: 0.065, memory: 29881, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1319, s0.acc: 95.2834, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2139, s1.loss_cls: 0.0609, s1.acc: 95.5257, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1069, s2.loss_cls: 0.0311, s2.acc: 95.3488, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0503, loss: 0.9860 2024-04-04 21:16:31,552 - mmdet - INFO - Epoch [29][1250/7330] lr: 4.612e-07, eta: 1 day, 0:06:09, time: 1.536, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1245, s0.acc: 95.3408, s0.loss_bbox: 0.2014, s0.loss_mask: 0.2116, s1.loss_cls: 0.0584, s1.acc: 95.5868, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1068, s2.loss_cls: 0.0301, s2.acc: 95.2992, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0508, loss: 0.9611 2024-04-04 21:17:43,843 - mmdet - INFO - Epoch [29][1300/7330] lr: 4.612e-07, eta: 1 day, 0:04:53, time: 1.446, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1285, s0.acc: 95.3452, s0.loss_bbox: 0.1985, s0.loss_mask: 0.2053, s1.loss_cls: 0.0601, s1.acc: 95.5900, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1035, s2.loss_cls: 0.0295, s2.acc: 95.5336, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0492, loss: 0.9493 2024-04-04 21:18:57,514 - mmdet - INFO - Epoch [29][1350/7330] lr: 4.612e-07, eta: 1 day, 0:03:37, time: 1.473, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1339, s0.acc: 95.1724, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2087, s1.loss_cls: 0.0628, s1.acc: 95.4226, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1053, s2.loss_cls: 0.0315, s2.acc: 95.2763, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0499, loss: 0.9799 2024-04-04 21:20:15,495 - mmdet - INFO - Epoch [29][1400/7330] lr: 4.612e-07, eta: 1 day, 0:02:22, time: 1.560, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1271, s0.acc: 95.3618, s0.loss_bbox: 0.2023, s0.loss_mask: 0.2071, s1.loss_cls: 0.0593, s1.acc: 95.5859, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1048, s2.loss_cls: 0.0307, s2.acc: 95.3321, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0497, loss: 0.9615 2024-04-04 21:21:31,335 - mmdet - INFO - Epoch [29][1450/7330] lr: 4.612e-07, eta: 1 day, 0:01:06, time: 1.517, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1225, s0.acc: 95.5332, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2083, s1.loss_cls: 0.0583, s1.acc: 95.6434, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1057, s2.loss_cls: 0.0298, s2.acc: 95.4075, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0501, loss: 0.9510 2024-04-04 21:22:44,624 - mmdet - INFO - Epoch [29][1500/7330] lr: 4.612e-07, eta: 23:59:50, time: 1.466, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1267, s0.acc: 95.3914, s0.loss_bbox: 0.1977, s0.loss_mask: 0.2101, s1.loss_cls: 0.0591, s1.acc: 95.6431, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1047, s2.loss_cls: 0.0300, s2.acc: 95.4261, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0496, loss: 0.9535 2024-04-04 21:24:04,600 - mmdet - INFO - Epoch [29][1550/7330] lr: 4.612e-07, eta: 23:58:35, time: 1.599, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1254, s0.acc: 95.4302, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2050, s1.loss_cls: 0.0595, s1.acc: 95.5410, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1031, s2.loss_cls: 0.0304, s2.acc: 95.3356, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0492, loss: 0.9480 2024-04-04 21:25:21,808 - mmdet - INFO - Epoch [29][1600/7330] lr: 4.612e-07, eta: 23:57:20, time: 1.544, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1238, s0.acc: 95.5171, s0.loss_bbox: 0.1988, s0.loss_mask: 0.2092, s1.loss_cls: 0.0568, s1.acc: 95.7831, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1055, s2.loss_cls: 0.0285, s2.acc: 95.5907, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0502, loss: 0.9482 2024-04-04 21:26:38,155 - mmdet - INFO - Epoch [29][1650/7330] lr: 4.612e-07, eta: 23:56:05, time: 1.527, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1295, s0.acc: 95.2725, s0.loss_bbox: 0.2019, s0.loss_mask: 0.2064, s1.loss_cls: 0.0601, s1.acc: 95.4994, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1048, s2.loss_cls: 0.0304, s2.acc: 95.4054, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0499, loss: 0.9614 2024-04-04 21:27:55,446 - mmdet - INFO - Epoch [29][1700/7330] lr: 4.612e-07, eta: 23:54:50, time: 1.546, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1231, s0.acc: 95.5342, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2090, s1.loss_cls: 0.0572, s1.acc: 95.8317, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1056, s2.loss_cls: 0.0290, s2.acc: 95.5773, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0501, loss: 0.9516 2024-04-04 21:29:12,484 - mmdet - INFO - Epoch [29][1750/7330] lr: 4.612e-07, eta: 23:53:35, time: 1.541, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1270, s0.acc: 95.3516, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2087, s1.loss_cls: 0.0595, s1.acc: 95.4670, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1048, s2.loss_cls: 0.0300, s2.acc: 95.3724, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0499, loss: 0.9634 2024-04-04 21:30:29,031 - mmdet - INFO - Epoch [29][1800/7330] lr: 4.612e-07, eta: 23:52:19, time: 1.531, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1285, s0.acc: 95.2974, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2069, s1.loss_cls: 0.0601, s1.acc: 95.5252, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1048, s2.loss_cls: 0.0308, s2.acc: 95.2700, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0498, loss: 0.9676 2024-04-04 21:31:47,481 - mmdet - INFO - Epoch [29][1850/7330] lr: 4.612e-07, eta: 23:51:04, time: 1.569, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1328, s0.acc: 95.2104, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2119, s1.loss_cls: 0.0611, s1.acc: 95.5292, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1063, s2.loss_cls: 0.0309, s2.acc: 95.4215, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0504, loss: 0.9928 2024-04-04 21:33:00,628 - mmdet - INFO - Epoch [29][1900/7330] lr: 4.612e-07, eta: 23:49:48, time: 1.463, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1259, s0.acc: 95.4341, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2039, s1.loss_cls: 0.0578, s1.acc: 95.7310, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1029, s2.loss_cls: 0.0295, s2.acc: 95.4429, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0490, loss: 0.9512 2024-04-04 21:34:16,567 - mmdet - INFO - Epoch [29][1950/7330] lr: 4.612e-07, eta: 23:48:33, time: 1.519, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1290, s0.acc: 95.3674, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2117, s1.loss_cls: 0.0606, s1.acc: 95.5840, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1065, s2.loss_cls: 0.0305, s2.acc: 95.4137, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0502, loss: 0.9729 2024-04-04 21:35:30,678 - mmdet - INFO - Epoch [29][2000/7330] lr: 4.612e-07, eta: 23:47:17, time: 1.482, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1215, s0.acc: 95.5698, s0.loss_bbox: 0.1953, s0.loss_mask: 0.2016, s1.loss_cls: 0.0562, s1.acc: 95.7970, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1022, s2.loss_cls: 0.0287, s2.acc: 95.6615, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0488, loss: 0.9290 2024-04-04 21:36:42,553 - mmdet - INFO - Epoch [29][2050/7330] lr: 4.612e-07, eta: 23:46:00, time: 1.437, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1265, s0.acc: 95.3484, s0.loss_bbox: 0.1998, s0.loss_mask: 0.2081, s1.loss_cls: 0.0596, s1.acc: 95.5183, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1044, s2.loss_cls: 0.0299, s2.acc: 95.3567, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0497, loss: 0.9539 2024-04-04 21:37:54,856 - mmdet - INFO - Epoch [29][2100/7330] lr: 4.612e-07, eta: 23:44:44, time: 1.447, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1349, s0.acc: 95.0664, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2101, s1.loss_cls: 0.0637, s1.acc: 95.2044, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1053, s2.loss_cls: 0.0321, s2.acc: 95.1153, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0498, loss: 0.9966 2024-04-04 21:39:09,366 - mmdet - INFO - Epoch [29][2150/7330] lr: 4.612e-07, eta: 23:43:28, time: 1.490, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1297, s0.acc: 95.2598, s0.loss_bbox: 0.2017, s0.loss_mask: 0.2090, s1.loss_cls: 0.0609, s1.acc: 95.4509, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1050, s2.loss_cls: 0.0302, s2.acc: 95.3591, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0500, loss: 0.9657 2024-04-04 21:40:25,990 - mmdet - INFO - Epoch [29][2200/7330] lr: 4.612e-07, eta: 23:42:12, time: 1.532, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1262, s0.acc: 95.4128, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2112, s1.loss_cls: 0.0587, s1.acc: 95.7131, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1072, s2.loss_cls: 0.0298, s2.acc: 95.4594, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0509, loss: 0.9674 2024-04-04 21:41:41,279 - mmdet - INFO - Epoch [29][2250/7330] lr: 4.612e-07, eta: 23:40:57, time: 1.506, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1276, s0.acc: 95.4153, s0.loss_bbox: 0.1985, s0.loss_mask: 0.2043, s1.loss_cls: 0.0593, s1.acc: 95.6883, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1028, s2.loss_cls: 0.0290, s2.acc: 95.6048, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0489, loss: 0.9469 2024-04-04 21:42:57,459 - mmdet - INFO - Epoch [29][2300/7330] lr: 4.612e-07, eta: 23:39:41, time: 1.524, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1281, s0.acc: 95.3127, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2059, s1.loss_cls: 0.0595, s1.acc: 95.5992, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1036, s2.loss_cls: 0.0304, s2.acc: 95.3977, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0495, loss: 0.9610 2024-04-04 21:44:10,095 - mmdet - INFO - Epoch [29][2350/7330] lr: 4.612e-07, eta: 23:38:25, time: 1.453, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1292, s0.acc: 95.2979, s0.loss_bbox: 0.1998, s0.loss_mask: 0.2118, s1.loss_cls: 0.0602, s1.acc: 95.5847, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1052, s2.loss_cls: 0.0303, s2.acc: 95.4703, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0494, loss: 0.9620 2024-04-04 21:45:21,459 - mmdet - INFO - Epoch [29][2400/7330] lr: 4.612e-07, eta: 23:37:08, time: 1.427, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1219, s0.acc: 95.5762, s0.loss_bbox: 0.1926, s0.loss_mask: 0.2074, s1.loss_cls: 0.0566, s1.acc: 95.7823, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1059, s2.loss_cls: 0.0287, s2.acc: 95.6187, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0506, loss: 0.9398 2024-04-04 21:46:34,131 - mmdet - INFO - Epoch [29][2450/7330] lr: 4.612e-07, eta: 23:35:52, time: 1.454, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1293, s0.acc: 95.3467, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2067, s1.loss_cls: 0.0604, s1.acc: 95.5994, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1039, s2.loss_cls: 0.0301, s2.acc: 95.4576, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0495, loss: 0.9693 2024-04-04 21:47:52,014 - mmdet - INFO - Epoch [29][2500/7330] lr: 4.612e-07, eta: 23:34:37, time: 1.558, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1256, s0.acc: 95.4319, s0.loss_bbox: 0.1938, s0.loss_mask: 0.2022, s1.loss_cls: 0.0592, s1.acc: 95.6350, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1026, s2.loss_cls: 0.0298, s2.acc: 95.4167, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0487, loss: 0.9369 2024-04-04 21:49:09,065 - mmdet - INFO - Epoch [29][2550/7330] lr: 4.612e-07, eta: 23:33:21, time: 1.541, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1236, s0.acc: 95.5156, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2084, s1.loss_cls: 0.0585, s1.acc: 95.6896, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1052, s2.loss_cls: 0.0298, s2.acc: 95.5372, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0501, loss: 0.9506 2024-04-04 21:50:25,448 - mmdet - INFO - Epoch [29][2600/7330] lr: 4.612e-07, eta: 23:32:06, time: 1.528, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1234, s0.acc: 95.4956, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2075, s1.loss_cls: 0.0583, s1.acc: 95.7112, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1048, s2.loss_cls: 0.0296, s2.acc: 95.5148, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0498, loss: 0.9541 2024-04-04 21:51:40,434 - mmdet - INFO - Epoch [29][2650/7330] lr: 4.612e-07, eta: 23:30:50, time: 1.500, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1319, s0.acc: 95.2087, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2099, s1.loss_cls: 0.0601, s1.acc: 95.5432, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1057, s2.loss_cls: 0.0306, s2.acc: 95.3527, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0502, loss: 0.9804 2024-04-04 21:52:55,054 - mmdet - INFO - Epoch [29][2700/7330] lr: 4.612e-07, eta: 23:29:34, time: 1.492, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1222, s0.acc: 95.4548, s0.loss_bbox: 0.1974, s0.loss_mask: 0.2100, s1.loss_cls: 0.0575, s1.acc: 95.6804, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1062, s2.loss_cls: 0.0289, s2.acc: 95.5691, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0502, loss: 0.9465 2024-04-04 21:54:11,131 - mmdet - INFO - Epoch [29][2750/7330] lr: 4.612e-07, eta: 23:28:19, time: 1.522, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1187, s0.acc: 95.6294, s0.loss_bbox: 0.2003, s0.loss_mask: 0.2109, s1.loss_cls: 0.0541, s1.acc: 95.9655, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1063, s2.loss_cls: 0.0275, s2.acc: 95.7852, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0503, loss: 0.9459 2024-04-04 21:55:28,662 - mmdet - INFO - Epoch [29][2800/7330] lr: 4.612e-07, eta: 23:27:04, time: 1.551, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1241, s0.acc: 95.4722, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2131, s1.loss_cls: 0.0576, s1.acc: 95.6920, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1070, s2.loss_cls: 0.0290, s2.acc: 95.5150, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0507, loss: 0.9640 2024-04-04 21:56:45,509 - mmdet - INFO - Epoch [29][2850/7330] lr: 4.612e-07, eta: 23:25:49, time: 1.537, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1251, s0.acc: 95.3831, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2050, s1.loss_cls: 0.0589, s1.acc: 95.5603, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1040, s2.loss_cls: 0.0295, s2.acc: 95.4604, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0495, loss: 0.9479 2024-04-04 21:58:05,549 - mmdet - INFO - Epoch [29][2900/7330] lr: 4.612e-07, eta: 23:24:34, time: 1.601, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1232, s0.acc: 95.4900, s0.loss_bbox: 0.1993, s0.loss_mask: 0.2059, s1.loss_cls: 0.0568, s1.acc: 95.7485, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1053, s2.loss_cls: 0.0284, s2.acc: 95.6557, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0501, loss: 0.9473 2024-04-04 21:59:21,537 - mmdet - INFO - Epoch [29][2950/7330] lr: 4.612e-07, eta: 23:23:19, time: 1.520, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1295, s0.acc: 95.2861, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2081, s1.loss_cls: 0.0618, s1.acc: 95.4704, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1049, s2.loss_cls: 0.0313, s2.acc: 95.2423, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0498, loss: 0.9733 2024-04-04 22:00:37,103 - mmdet - INFO - Epoch [29][3000/7330] lr: 4.612e-07, eta: 23:22:03, time: 1.511, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1271, s0.acc: 95.3826, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2102, s1.loss_cls: 0.0591, s1.acc: 95.6154, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1059, s2.loss_cls: 0.0299, s2.acc: 95.4303, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0502, loss: 0.9651 2024-04-04 22:01:53,300 - mmdet - INFO - Epoch [29][3050/7330] lr: 4.612e-07, eta: 23:20:48, time: 1.524, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1244, s0.acc: 95.4314, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2122, s1.loss_cls: 0.0581, s1.acc: 95.6400, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1069, s2.loss_cls: 0.0292, s2.acc: 95.4907, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0505, loss: 0.9684 2024-04-04 22:03:07,500 - mmdet - INFO - Epoch [29][3100/7330] lr: 4.612e-07, eta: 23:19:32, time: 1.484, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1297, s0.acc: 95.3337, s0.loss_bbox: 0.1999, s0.loss_mask: 0.2091, s1.loss_cls: 0.0612, s1.acc: 95.5289, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1053, s2.loss_cls: 0.0305, s2.acc: 95.4018, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0502, loss: 0.9620 2024-04-04 22:04:23,678 - mmdet - INFO - Epoch [29][3150/7330] lr: 4.612e-07, eta: 23:18:16, time: 1.524, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1237, s0.acc: 95.4905, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2076, s1.loss_cls: 0.0584, s1.acc: 95.6875, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1054, s2.loss_cls: 0.0299, s2.acc: 95.4406, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0498, loss: 0.9593 2024-04-04 22:05:43,090 - mmdet - INFO - Epoch [29][3200/7330] lr: 4.612e-07, eta: 23:17:02, time: 1.588, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1302, s0.acc: 95.1990, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2149, s1.loss_cls: 0.0616, s1.acc: 95.3189, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1083, s2.loss_cls: 0.0311, s2.acc: 95.2246, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0514, loss: 0.9890 2024-04-04 22:06:59,454 - mmdet - INFO - Epoch [29][3250/7330] lr: 4.612e-07, eta: 23:15:46, time: 1.527, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1234, s0.acc: 95.4810, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2087, s1.loss_cls: 0.0585, s1.acc: 95.6503, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1055, s2.loss_cls: 0.0293, s2.acc: 95.4734, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0500, loss: 0.9503 2024-04-04 22:08:11,937 - mmdet - INFO - Epoch [29][3300/7330] lr: 4.612e-07, eta: 23:14:30, time: 1.450, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1266, s0.acc: 95.3669, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2081, s1.loss_cls: 0.0597, s1.acc: 95.5447, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1059, s2.loss_cls: 0.0300, s2.acc: 95.3381, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0503, loss: 0.9604 2024-04-04 22:09:28,919 - mmdet - INFO - Epoch [29][3350/7330] lr: 4.612e-07, eta: 23:13:15, time: 1.540, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1273, s0.acc: 95.3279, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2058, s1.loss_cls: 0.0589, s1.acc: 95.6141, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1043, s2.loss_cls: 0.0299, s2.acc: 95.4512, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0501, loss: 0.9625 2024-04-04 22:10:43,216 - mmdet - INFO - Epoch [29][3400/7330] lr: 4.612e-07, eta: 23:11:59, time: 1.486, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1234, s0.acc: 95.5066, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2098, s1.loss_cls: 0.0582, s1.acc: 95.6762, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1059, s2.loss_cls: 0.0298, s2.acc: 95.4378, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0502, loss: 0.9520 2024-04-04 22:12:02,479 - mmdet - INFO - Epoch [29][3450/7330] lr: 4.612e-07, eta: 23:10:44, time: 1.585, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1285, s0.acc: 95.3640, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2101, s1.loss_cls: 0.0599, s1.acc: 95.5908, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1061, s2.loss_cls: 0.0299, s2.acc: 95.4947, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0504, loss: 0.9640 2024-04-04 22:13:20,048 - mmdet - INFO - Epoch [29][3500/7330] lr: 4.612e-07, eta: 23:09:29, time: 1.551, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1172, s0.acc: 95.7146, s0.loss_bbox: 0.1972, s0.loss_mask: 0.2060, s1.loss_cls: 0.0539, s1.acc: 95.9802, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1042, s2.loss_cls: 0.0270, s2.acc: 95.7825, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0493, loss: 0.9274 2024-04-04 22:14:39,129 - mmdet - INFO - Epoch [29][3550/7330] lr: 4.612e-07, eta: 23:08:14, time: 1.582, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1207, s0.acc: 95.6245, s0.loss_bbox: 0.1920, s0.loss_mask: 0.2011, s1.loss_cls: 0.0562, s1.acc: 95.7776, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1014, s2.loss_cls: 0.0282, s2.acc: 95.6564, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0484, loss: 0.9196 2024-04-04 22:15:56,274 - mmdet - INFO - Epoch [29][3600/7330] lr: 4.612e-07, eta: 23:06:59, time: 1.543, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1241, s0.acc: 95.4863, s0.loss_bbox: 0.1960, s0.loss_mask: 0.2039, s1.loss_cls: 0.0581, s1.acc: 95.6953, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1035, s2.loss_cls: 0.0291, s2.acc: 95.6070, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0496, loss: 0.9411 2024-04-04 22:17:13,334 - mmdet - INFO - Epoch [29][3650/7330] lr: 4.612e-07, eta: 23:05:44, time: 1.541, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1322, s0.acc: 95.2668, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2132, s1.loss_cls: 0.0617, s1.acc: 95.5107, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1078, s2.loss_cls: 0.0313, s2.acc: 95.2826, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0512, loss: 0.9859 2024-04-04 22:18:33,054 - mmdet - INFO - Epoch [29][3700/7330] lr: 4.612e-07, eta: 23:04:29, time: 1.594, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1311, s0.acc: 95.3218, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2114, s1.loss_cls: 0.0608, s1.acc: 95.5371, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1063, s2.loss_cls: 0.0303, s2.acc: 95.3468, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0505, loss: 0.9801 2024-04-04 22:19:55,573 - mmdet - INFO - Epoch [29][3750/7330] lr: 4.612e-07, eta: 23:03:16, time: 1.650, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1269, s0.acc: 95.3772, s0.loss_bbox: 0.1998, s0.loss_mask: 0.2062, s1.loss_cls: 0.0578, s1.acc: 95.6833, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1034, s2.loss_cls: 0.0292, s2.acc: 95.5201, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0490, loss: 0.9490 2024-04-04 22:21:09,629 - mmdet - INFO - Epoch [29][3800/7330] lr: 4.612e-07, eta: 23:02:00, time: 1.481, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1308, s0.acc: 95.2869, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2105, s1.loss_cls: 0.0610, s1.acc: 95.5548, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1056, s2.loss_cls: 0.0309, s2.acc: 95.2361, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0504, loss: 0.9796 2024-04-04 22:22:25,671 - mmdet - INFO - Epoch [29][3850/7330] lr: 4.612e-07, eta: 23:00:44, time: 1.521, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1225, s0.acc: 95.4417, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2070, s1.loss_cls: 0.0568, s1.acc: 95.7115, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1049, s2.loss_cls: 0.0286, s2.acc: 95.6271, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0498, loss: 0.9428 2024-04-04 22:23:43,852 - mmdet - INFO - Epoch [29][3900/7330] lr: 4.612e-07, eta: 22:59:29, time: 1.564, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1262, s0.acc: 95.3665, s0.loss_bbox: 0.2004, s0.loss_mask: 0.2109, s1.loss_cls: 0.0593, s1.acc: 95.4948, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1074, s2.loss_cls: 0.0299, s2.acc: 95.3430, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0509, loss: 0.9622 2024-04-04 22:24:56,825 - mmdet - INFO - Epoch [29][3950/7330] lr: 4.612e-07, eta: 22:58:13, time: 1.459, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1287, s0.acc: 95.2146, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2102, s1.loss_cls: 0.0604, s1.acc: 95.4295, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1057, s2.loss_cls: 0.0307, s2.acc: 95.2146, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0501, loss: 0.9850 2024-04-04 22:26:13,346 - mmdet - INFO - Epoch [29][4000/7330] lr: 4.612e-07, eta: 22:56:58, time: 1.530, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1281, s0.acc: 95.4397, s0.loss_bbox: 0.1955, s0.loss_mask: 0.2035, s1.loss_cls: 0.0591, s1.acc: 95.7605, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1026, s2.loss_cls: 0.0299, s2.acc: 95.5931, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0487, loss: 0.9396 2024-04-04 22:27:29,101 - mmdet - INFO - Epoch [29][4050/7330] lr: 4.612e-07, eta: 22:55:42, time: 1.515, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1235, s0.acc: 95.4724, s0.loss_bbox: 0.1967, s0.loss_mask: 0.2050, s1.loss_cls: 0.0570, s1.acc: 95.7437, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1035, s2.loss_cls: 0.0290, s2.acc: 95.5319, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0491, loss: 0.9393 2024-04-04 22:28:47,107 - mmdet - INFO - Epoch [29][4100/7330] lr: 4.612e-07, eta: 22:54:27, time: 1.561, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1232, s0.acc: 95.5508, s0.loss_bbox: 0.1948, s0.loss_mask: 0.2075, s1.loss_cls: 0.0574, s1.acc: 95.7090, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1048, s2.loss_cls: 0.0287, s2.acc: 95.6703, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0500, loss: 0.9381 2024-04-04 22:30:05,104 - mmdet - INFO - Epoch [29][4150/7330] lr: 4.612e-07, eta: 22:53:12, time: 1.560, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1296, s0.acc: 95.2649, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2124, s1.loss_cls: 0.0602, s1.acc: 95.4371, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1067, s2.loss_cls: 0.0307, s2.acc: 95.2500, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0504, loss: 0.9758 2024-04-04 22:31:17,725 - mmdet - INFO - Epoch [29][4200/7330] lr: 4.612e-07, eta: 22:51:56, time: 1.452, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1308, s0.acc: 95.2598, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2080, s1.loss_cls: 0.0612, s1.acc: 95.4618, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1037, s2.loss_cls: 0.0315, s2.acc: 95.1394, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0492, loss: 0.9668 2024-04-04 22:32:34,348 - mmdet - INFO - Epoch [29][4250/7330] lr: 4.612e-07, eta: 22:50:40, time: 1.532, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1207, s0.acc: 95.5469, s0.loss_bbox: 0.1991, s0.loss_mask: 0.2082, s1.loss_cls: 0.0563, s1.acc: 95.7865, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1053, s2.loss_cls: 0.0285, s2.acc: 95.5622, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0499, loss: 0.9441 2024-04-04 22:33:45,578 - mmdet - INFO - Epoch [29][4300/7330] lr: 4.612e-07, eta: 22:49:24, time: 1.425, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1232, s0.acc: 95.4321, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2100, s1.loss_cls: 0.0565, s1.acc: 95.8245, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1052, s2.loss_cls: 0.0286, s2.acc: 95.6646, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0499, loss: 0.9477 2024-04-04 22:35:01,566 - mmdet - INFO - Epoch [29][4350/7330] lr: 4.612e-07, eta: 22:48:08, time: 1.520, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1269, s0.acc: 95.3699, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2060, s1.loss_cls: 0.0586, s1.acc: 95.6345, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1042, s2.loss_cls: 0.0296, s2.acc: 95.4537, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0496, loss: 0.9592 2024-04-04 22:36:16,344 - mmdet - INFO - Epoch [29][4400/7330] lr: 4.612e-07, eta: 22:46:52, time: 1.495, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1198, s0.acc: 95.6409, s0.loss_bbox: 0.1972, s0.loss_mask: 0.2059, s1.loss_cls: 0.0565, s1.acc: 95.8373, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1038, s2.loss_cls: 0.0285, s2.acc: 95.6578, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0491, loss: 0.9365 2024-04-04 22:37:31,293 - mmdet - INFO - Epoch [29][4450/7330] lr: 4.612e-07, eta: 22:45:37, time: 1.499, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1236, s0.acc: 95.5146, s0.loss_bbox: 0.1988, s0.loss_mask: 0.2064, s1.loss_cls: 0.0577, s1.acc: 95.7627, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1040, s2.loss_cls: 0.0294, s2.acc: 95.6000, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0494, loss: 0.9443 2024-04-04 22:38:48,508 - mmdet - INFO - Epoch [29][4500/7330] lr: 4.612e-07, eta: 22:44:21, time: 1.544, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1294, s0.acc: 95.2742, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2122, s1.loss_cls: 0.0605, s1.acc: 95.5035, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1063, s2.loss_cls: 0.0303, s2.acc: 95.4321, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0503, loss: 0.9790 2024-04-04 22:40:05,742 - mmdet - INFO - Epoch [29][4550/7330] lr: 4.612e-07, eta: 22:43:06, time: 1.545, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1275, s0.acc: 95.3889, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2093, s1.loss_cls: 0.0605, s1.acc: 95.5005, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1059, s2.loss_cls: 0.0306, s2.acc: 95.3238, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0504, loss: 0.9621 2024-04-04 22:41:20,578 - mmdet - INFO - Epoch [29][4600/7330] lr: 4.612e-07, eta: 22:41:50, time: 1.497, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1240, s0.acc: 95.4771, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2060, s1.loss_cls: 0.0578, s1.acc: 95.7420, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1045, s2.loss_cls: 0.0296, s2.acc: 95.5341, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0496, loss: 0.9503 2024-04-04 22:42:35,824 - mmdet - INFO - Epoch [29][4650/7330] lr: 4.612e-07, eta: 22:40:35, time: 1.505, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1258, s0.acc: 95.3850, s0.loss_bbox: 0.2023, s0.loss_mask: 0.2054, s1.loss_cls: 0.0591, s1.acc: 95.5715, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1030, s2.loss_cls: 0.0300, s2.acc: 95.3560, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0489, loss: 0.9507 2024-04-04 22:43:50,963 - mmdet - INFO - Epoch [29][4700/7330] lr: 4.612e-07, eta: 22:39:19, time: 1.503, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1280, s0.acc: 95.3113, s0.loss_bbox: 0.2017, s0.loss_mask: 0.2086, s1.loss_cls: 0.0597, s1.acc: 95.4767, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1040, s2.loss_cls: 0.0298, s2.acc: 95.4096, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0496, loss: 0.9586 2024-04-04 22:45:06,300 - mmdet - INFO - Epoch [29][4750/7330] lr: 4.612e-07, eta: 22:38:03, time: 1.507, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1242, s0.acc: 95.3923, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2079, s1.loss_cls: 0.0576, s1.acc: 95.6241, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1060, s2.loss_cls: 0.0288, s2.acc: 95.5254, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0504, loss: 0.9552 2024-04-04 22:46:22,866 - mmdet - INFO - Epoch [29][4800/7330] lr: 4.612e-07, eta: 22:36:48, time: 1.531, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1242, s0.acc: 95.5266, s0.loss_bbox: 0.1975, s0.loss_mask: 0.2061, s1.loss_cls: 0.0584, s1.acc: 95.7416, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1042, s2.loss_cls: 0.0296, s2.acc: 95.5139, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0499, loss: 0.9434 2024-04-04 22:47:36,109 - mmdet - INFO - Epoch [29][4850/7330] lr: 4.612e-07, eta: 22:35:32, time: 1.465, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1252, s0.acc: 95.3616, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2076, s1.loss_cls: 0.0589, s1.acc: 95.5359, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1047, s2.loss_cls: 0.0297, s2.acc: 95.3874, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0499, loss: 0.9605 2024-04-04 22:48:54,179 - mmdet - INFO - Epoch [29][4900/7330] lr: 4.612e-07, eta: 22:34:17, time: 1.561, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1260, s0.acc: 95.3542, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2064, s1.loss_cls: 0.0594, s1.acc: 95.5368, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1046, s2.loss_cls: 0.0299, s2.acc: 95.3727, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0500, loss: 0.9575 2024-04-04 22:50:09,224 - mmdet - INFO - Epoch [29][4950/7330] lr: 4.612e-07, eta: 22:33:01, time: 1.501, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1336, s0.acc: 95.1301, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2096, s1.loss_cls: 0.0622, s1.acc: 95.4495, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1059, s2.loss_cls: 0.0311, s2.acc: 95.3209, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0504, loss: 0.9898 2024-04-04 22:51:24,542 - mmdet - INFO - Epoch [29][5000/7330] lr: 4.612e-07, eta: 22:31:45, time: 1.506, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1266, s0.acc: 95.4131, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2062, s1.loss_cls: 0.0589, s1.acc: 95.6276, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1032, s2.loss_cls: 0.0296, s2.acc: 95.4685, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0491, loss: 0.9537 2024-04-04 22:52:41,038 - mmdet - INFO - Epoch [29][5050/7330] lr: 4.612e-07, eta: 22:30:30, time: 1.530, data_time: 0.068, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1280, s0.acc: 95.3308, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2124, s1.loss_cls: 0.0605, s1.acc: 95.4621, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1061, s2.loss_cls: 0.0308, s2.acc: 95.2968, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0502, loss: 0.9720 2024-04-04 22:54:01,419 - mmdet - INFO - Epoch [29][5100/7330] lr: 4.612e-07, eta: 22:29:16, time: 1.608, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1192, s0.acc: 95.6492, s0.loss_bbox: 0.1915, s0.loss_mask: 0.2063, s1.loss_cls: 0.0554, s1.acc: 95.9183, s1.loss_bbox: 0.0912, s1.loss_mask: 0.1033, s2.loss_cls: 0.0278, s2.acc: 95.7846, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0493, loss: 0.9229 2024-04-04 22:55:18,236 - mmdet - INFO - Epoch [29][5150/7330] lr: 4.612e-07, eta: 22:28:00, time: 1.536, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1263, s0.acc: 95.3643, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2057, s1.loss_cls: 0.0596, s1.acc: 95.5389, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1039, s2.loss_cls: 0.0299, s2.acc: 95.3907, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0495, loss: 0.9630 2024-04-04 22:56:33,958 - mmdet - INFO - Epoch [29][5200/7330] lr: 4.612e-07, eta: 22:26:45, time: 1.514, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1282, s0.acc: 95.2629, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2050, s1.loss_cls: 0.0600, s1.acc: 95.5072, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1044, s2.loss_cls: 0.0305, s2.acc: 95.2675, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0492, loss: 0.9758 2024-04-04 22:57:52,342 - mmdet - INFO - Epoch [29][5250/7330] lr: 4.612e-07, eta: 22:25:30, time: 1.568, data_time: 0.045, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1292, s0.acc: 95.3025, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2103, s1.loss_cls: 0.0607, s1.acc: 95.4932, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1057, s2.loss_cls: 0.0304, s2.acc: 95.2698, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0501, loss: 0.9734 2024-04-04 22:59:12,223 - mmdet - INFO - Epoch [29][5300/7330] lr: 4.612e-07, eta: 22:24:15, time: 1.598, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1310, s0.acc: 95.2119, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2124, s1.loss_cls: 0.0615, s1.acc: 95.5042, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1065, s2.loss_cls: 0.0309, s2.acc: 95.3409, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0508, loss: 0.9955 2024-04-04 23:00:28,547 - mmdet - INFO - Epoch [29][5350/7330] lr: 4.612e-07, eta: 22:23:00, time: 1.526, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1286, s0.acc: 95.3162, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2064, s1.loss_cls: 0.0604, s1.acc: 95.4926, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1045, s2.loss_cls: 0.0302, s2.acc: 95.4131, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0498, loss: 0.9688 2024-04-04 23:01:47,009 - mmdet - INFO - Epoch [29][5400/7330] lr: 4.612e-07, eta: 22:21:45, time: 1.569, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1298, s0.acc: 95.2617, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2128, s1.loss_cls: 0.0606, s1.acc: 95.5137, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1067, s2.loss_cls: 0.0308, s2.acc: 95.4443, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0505, loss: 0.9839 2024-04-04 23:03:02,245 - mmdet - INFO - Epoch [29][5450/7330] lr: 4.612e-07, eta: 22:20:29, time: 1.505, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1201, s0.acc: 95.5664, s0.loss_bbox: 0.1970, s0.loss_mask: 0.2035, s1.loss_cls: 0.0565, s1.acc: 95.7423, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1034, s2.loss_cls: 0.0288, s2.acc: 95.5579, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0491, loss: 0.9331 2024-04-04 23:04:16,437 - mmdet - INFO - Epoch [29][5500/7330] lr: 4.612e-07, eta: 22:19:13, time: 1.484, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1234, s0.acc: 95.5417, s0.loss_bbox: 0.1973, s0.loss_mask: 0.2075, s1.loss_cls: 0.0577, s1.acc: 95.7633, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1048, s2.loss_cls: 0.0294, s2.acc: 95.5138, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0502, loss: 0.9459 2024-04-04 23:05:32,126 - mmdet - INFO - Epoch [29][5550/7330] lr: 4.612e-07, eta: 22:17:58, time: 1.514, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1245, s0.acc: 95.3896, s0.loss_bbox: 0.2000, s0.loss_mask: 0.2097, s1.loss_cls: 0.0587, s1.acc: 95.5580, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1049, s2.loss_cls: 0.0291, s2.acc: 95.5054, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0499, loss: 0.9514 2024-04-04 23:06:51,678 - mmdet - INFO - Epoch [29][5600/7330] lr: 4.612e-07, eta: 22:16:43, time: 1.591, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1197, s0.acc: 95.6025, s0.loss_bbox: 0.1934, s0.loss_mask: 0.2054, s1.loss_cls: 0.0572, s1.acc: 95.7471, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1044, s2.loss_cls: 0.0287, s2.acc: 95.5220, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0498, loss: 0.9340 2024-04-04 23:08:10,048 - mmdet - INFO - Epoch [29][5650/7330] lr: 4.612e-07, eta: 22:15:28, time: 1.567, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1306, s0.acc: 95.2520, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2126, s1.loss_cls: 0.0608, s1.acc: 95.4605, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1067, s2.loss_cls: 0.0304, s2.acc: 95.2589, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0504, loss: 0.9743 2024-04-04 23:09:23,955 - mmdet - INFO - Epoch [29][5700/7330] lr: 4.612e-07, eta: 22:14:12, time: 1.478, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1239, s0.acc: 95.5007, s0.loss_bbox: 0.1958, s0.loss_mask: 0.2036, s1.loss_cls: 0.0584, s1.acc: 95.7566, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1033, s2.loss_cls: 0.0299, s2.acc: 95.5926, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0490, loss: 0.9341 2024-04-04 23:10:37,776 - mmdet - INFO - Epoch [29][5750/7330] lr: 4.612e-07, eta: 22:12:56, time: 1.476, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1250, s0.acc: 95.3965, s0.loss_bbox: 0.2023, s0.loss_mask: 0.2122, s1.loss_cls: 0.0579, s1.acc: 95.7004, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1062, s2.loss_cls: 0.0290, s2.acc: 95.5027, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0507, loss: 0.9627 2024-04-04 23:11:55,152 - mmdet - INFO - Epoch [29][5800/7330] lr: 4.612e-07, eta: 22:11:41, time: 1.547, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1261, s0.acc: 95.4058, s0.loss_bbox: 0.1974, s0.loss_mask: 0.2078, s1.loss_cls: 0.0589, s1.acc: 95.6325, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1042, s2.loss_cls: 0.0292, s2.acc: 95.5404, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0494, loss: 0.9476 2024-04-04 23:13:11,870 - mmdet - INFO - Epoch [29][5850/7330] lr: 4.612e-07, eta: 22:10:26, time: 1.534, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1231, s0.acc: 95.3601, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2084, s1.loss_cls: 0.0571, s1.acc: 95.6367, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1042, s2.loss_cls: 0.0288, s2.acc: 95.4591, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0497, loss: 0.9592 2024-04-04 23:14:30,259 - mmdet - INFO - Epoch [29][5900/7330] lr: 4.612e-07, eta: 22:09:11, time: 1.568, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1292, s0.acc: 95.3206, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2117, s1.loss_cls: 0.0606, s1.acc: 95.4973, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1064, s2.loss_cls: 0.0305, s2.acc: 95.3604, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0503, loss: 0.9799 2024-04-04 23:15:44,013 - mmdet - INFO - Epoch [29][5950/7330] lr: 4.612e-07, eta: 22:07:55, time: 1.475, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1247, s0.acc: 95.4373, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2084, s1.loss_cls: 0.0576, s1.acc: 95.7226, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1054, s2.loss_cls: 0.0295, s2.acc: 95.5194, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0503, loss: 0.9614 2024-04-04 23:17:00,019 - mmdet - INFO - Epoch [29][6000/7330] lr: 4.612e-07, eta: 22:06:39, time: 1.520, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1290, s0.acc: 95.2764, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2031, s1.loss_cls: 0.0607, s1.acc: 95.4702, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1021, s2.loss_cls: 0.0305, s2.acc: 95.2947, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0486, loss: 0.9590 2024-04-04 23:18:16,371 - mmdet - INFO - Epoch [29][6050/7330] lr: 4.612e-07, eta: 22:05:24, time: 1.527, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1267, s0.acc: 95.3989, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2121, s1.loss_cls: 0.0593, s1.acc: 95.5471, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1070, s2.loss_cls: 0.0298, s2.acc: 95.5060, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0508, loss: 0.9712 2024-04-04 23:19:31,831 - mmdet - INFO - Epoch [29][6100/7330] lr: 4.612e-07, eta: 22:04:08, time: 1.509, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1192, s0.acc: 95.6628, s0.loss_bbox: 0.1924, s0.loss_mask: 0.2101, s1.loss_cls: 0.0561, s1.acc: 95.8899, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1057, s2.loss_cls: 0.0287, s2.acc: 95.6595, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0503, loss: 0.9338 2024-04-04 23:20:47,803 - mmdet - INFO - Epoch [29][6150/7330] lr: 4.612e-07, eta: 22:02:53, time: 1.519, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1251, s0.acc: 95.3906, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2082, s1.loss_cls: 0.0589, s1.acc: 95.5399, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1047, s2.loss_cls: 0.0298, s2.acc: 95.4091, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0499, loss: 0.9605 2024-04-04 23:22:02,640 - mmdet - INFO - Epoch [29][6200/7330] lr: 4.612e-07, eta: 22:01:37, time: 1.497, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1267, s0.acc: 95.3518, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2098, s1.loss_cls: 0.0597, s1.acc: 95.5081, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1065, s2.loss_cls: 0.0298, s2.acc: 95.3400, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0506, loss: 0.9745 2024-04-04 23:23:20,989 - mmdet - INFO - Epoch [29][6250/7330] lr: 4.612e-07, eta: 22:00:22, time: 1.567, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1317, s0.acc: 95.2590, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2110, s1.loss_cls: 0.0622, s1.acc: 95.4472, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1063, s2.loss_cls: 0.0316, s2.acc: 95.2171, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0503, loss: 0.9845 2024-04-04 23:24:35,449 - mmdet - INFO - Epoch [29][6300/7330] lr: 4.612e-07, eta: 21:59:06, time: 1.489, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1219, s0.acc: 95.4868, s0.loss_bbox: 0.1934, s0.loss_mask: 0.2013, s1.loss_cls: 0.0568, s1.acc: 95.7005, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1016, s2.loss_cls: 0.0287, s2.acc: 95.5493, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0484, loss: 0.9246 2024-04-04 23:25:52,007 - mmdet - INFO - Epoch [29][6350/7330] lr: 4.612e-07, eta: 21:57:51, time: 1.531, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1273, s0.acc: 95.3660, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2069, s1.loss_cls: 0.0596, s1.acc: 95.5258, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1038, s2.loss_cls: 0.0301, s2.acc: 95.3750, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0495, loss: 0.9590 2024-04-04 23:27:11,101 - mmdet - INFO - Epoch [29][6400/7330] lr: 4.612e-07, eta: 21:56:36, time: 1.582, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1291, s0.acc: 95.2573, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2094, s1.loss_cls: 0.0603, s1.acc: 95.5102, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1054, s2.loss_cls: 0.0301, s2.acc: 95.4291, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0497, loss: 0.9715 2024-04-04 23:28:25,172 - mmdet - INFO - Epoch [29][6450/7330] lr: 4.612e-07, eta: 21:55:20, time: 1.481, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1281, s0.acc: 95.4189, s0.loss_bbox: 0.2000, s0.loss_mask: 0.2071, s1.loss_cls: 0.0607, s1.acc: 95.6138, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1042, s2.loss_cls: 0.0299, s2.acc: 95.5711, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0494, loss: 0.9592 2024-04-04 23:29:39,933 - mmdet - INFO - Epoch [29][6500/7330] lr: 4.612e-07, eta: 21:54:04, time: 1.496, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1253, s0.acc: 95.4460, s0.loss_bbox: 0.2039, s0.loss_mask: 0.2081, s1.loss_cls: 0.0585, s1.acc: 95.6917, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1047, s2.loss_cls: 0.0295, s2.acc: 95.5207, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0496, loss: 0.9610 2024-04-04 23:30:55,883 - mmdet - INFO - Epoch [29][6550/7330] lr: 4.612e-07, eta: 21:52:48, time: 1.519, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1263, s0.acc: 95.3147, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2118, s1.loss_cls: 0.0593, s1.acc: 95.4953, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1065, s2.loss_cls: 0.0300, s2.acc: 95.3225, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0504, loss: 0.9651 2024-04-04 23:32:09,514 - mmdet - INFO - Epoch [29][6600/7330] lr: 4.612e-07, eta: 21:51:32, time: 1.473, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1262, s0.acc: 95.3933, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2029, s1.loss_cls: 0.0587, s1.acc: 95.7052, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1030, s2.loss_cls: 0.0293, s2.acc: 95.5183, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0491, loss: 0.9446 2024-04-04 23:33:25,405 - mmdet - INFO - Epoch [29][6650/7330] lr: 4.612e-07, eta: 21:50:17, time: 1.518, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1181, s0.acc: 95.6448, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2087, s1.loss_cls: 0.0539, s1.acc: 95.9467, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1064, s2.loss_cls: 0.0278, s2.acc: 95.7202, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0504, loss: 0.9490 2024-04-04 23:34:43,564 - mmdet - INFO - Epoch [29][6700/7330] lr: 4.612e-07, eta: 21:49:02, time: 1.563, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1251, s0.acc: 95.3557, s0.loss_bbox: 0.2004, s0.loss_mask: 0.2074, s1.loss_cls: 0.0584, s1.acc: 95.5679, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1045, s2.loss_cls: 0.0297, s2.acc: 95.4177, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0497, loss: 0.9551 2024-04-04 23:35:57,510 - mmdet - INFO - Epoch [29][6750/7330] lr: 4.612e-07, eta: 21:47:46, time: 1.479, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1266, s0.acc: 95.3096, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2076, s1.loss_cls: 0.0585, s1.acc: 95.5757, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1039, s2.loss_cls: 0.0296, s2.acc: 95.4709, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0494, loss: 0.9618 2024-04-04 23:37:09,457 - mmdet - INFO - Epoch [29][6800/7330] lr: 4.612e-07, eta: 21:46:29, time: 1.439, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1263, s0.acc: 95.3093, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2071, s1.loss_cls: 0.0596, s1.acc: 95.5068, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1040, s2.loss_cls: 0.0300, s2.acc: 95.2851, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0494, loss: 0.9594 2024-04-04 23:38:27,255 - mmdet - INFO - Epoch [29][6850/7330] lr: 4.612e-07, eta: 21:45:14, time: 1.556, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1324, s0.acc: 95.1404, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2138, s1.loss_cls: 0.0622, s1.acc: 95.3641, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1073, s2.loss_cls: 0.0314, s2.acc: 95.1659, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0506, loss: 0.9882 2024-04-04 23:39:40,911 - mmdet - INFO - Epoch [29][6900/7330] lr: 4.612e-07, eta: 21:43:58, time: 1.473, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1221, s0.acc: 95.6167, s0.loss_bbox: 0.1964, s0.loss_mask: 0.2072, s1.loss_cls: 0.0560, s1.acc: 95.9675, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1048, s2.loss_cls: 0.0284, s2.acc: 95.8027, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0498, loss: 0.9374 2024-04-04 23:40:57,018 - mmdet - INFO - Epoch [29][6950/7330] lr: 4.612e-07, eta: 21:42:43, time: 1.522, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1261, s0.acc: 95.3784, s0.loss_bbox: 0.2040, s0.loss_mask: 0.2085, s1.loss_cls: 0.0588, s1.acc: 95.6234, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1042, s2.loss_cls: 0.0298, s2.acc: 95.4698, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0494, loss: 0.9595 2024-04-04 23:42:14,418 - mmdet - INFO - Epoch [29][7000/7330] lr: 4.612e-07, eta: 21:41:28, time: 1.548, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1119, s0.acc: 95.8843, s0.loss_bbox: 0.1919, s0.loss_mask: 0.2030, s1.loss_cls: 0.0522, s1.acc: 96.0756, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1035, s2.loss_cls: 0.0268, s2.acc: 95.8909, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0492, loss: 0.9075 2024-04-04 23:43:29,772 - mmdet - INFO - Epoch [29][7050/7330] lr: 4.612e-07, eta: 21:40:12, time: 1.507, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1229, s0.acc: 95.5728, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2077, s1.loss_cls: 0.0572, s1.acc: 95.7731, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1051, s2.loss_cls: 0.0287, s2.acc: 95.6228, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0501, loss: 0.9486 2024-04-04 23:44:48,189 - mmdet - INFO - Epoch [29][7100/7330] lr: 4.612e-07, eta: 21:38:57, time: 1.568, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1254, s0.acc: 95.3479, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2111, s1.loss_cls: 0.0587, s1.acc: 95.6007, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1063, s2.loss_cls: 0.0296, s2.acc: 95.4342, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0505, loss: 0.9605 2024-04-04 23:46:05,120 - mmdet - INFO - Epoch [29][7150/7330] lr: 4.612e-07, eta: 21:37:42, time: 1.539, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1214, s0.acc: 95.5359, s0.loss_bbox: 0.1961, s0.loss_mask: 0.2083, s1.loss_cls: 0.0573, s1.acc: 95.7079, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1054, s2.loss_cls: 0.0286, s2.acc: 95.5865, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0498, loss: 0.9400 2024-04-04 23:47:19,546 - mmdet - INFO - Epoch [29][7200/7330] lr: 4.612e-07, eta: 21:36:26, time: 1.489, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1272, s0.acc: 95.3784, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2082, s1.loss_cls: 0.0590, s1.acc: 95.6035, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1048, s2.loss_cls: 0.0301, s2.acc: 95.4128, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0497, loss: 0.9614 2024-04-04 23:48:35,848 - mmdet - INFO - Epoch [29][7250/7330] lr: 4.612e-07, eta: 21:35:10, time: 1.526, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1251, s0.acc: 95.4509, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2065, s1.loss_cls: 0.0577, s1.acc: 95.7274, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1036, s2.loss_cls: 0.0297, s2.acc: 95.4706, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0492, loss: 0.9467 2024-04-04 23:49:52,660 - mmdet - INFO - Epoch [29][7300/7330] lr: 4.612e-07, eta: 21:33:55, time: 1.536, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1199, s0.acc: 95.5759, s0.loss_bbox: 0.1946, s0.loss_mask: 0.2071, s1.loss_cls: 0.0557, s1.acc: 95.8333, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1041, s2.loss_cls: 0.0284, s2.acc: 95.6180, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0496, loss: 0.9343 2024-04-04 23:50:39,381 - mmdet - INFO - Saving checkpoint at 29 epochs 2024-04-04 23:58:24,031 - mmdet - INFO - Evaluating bbox... 2024-04-04 23:59:05,475 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.526 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.712 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.571 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 ] = 0.566 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.670 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.651 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.651 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.651 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.478 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.687 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.784 2024-04-04 23:59:05,476 - mmdet - INFO - Evaluating segm... 2024-04-04 23:59:47,669 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.457 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.689 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.499 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.257 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.491 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.398 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.607 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.722 2024-04-04 23:59:48,245 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-04 23:59:48,246 - mmdet - INFO - Epoch(val) [29][1250] bbox_mAP: 0.5260, bbox_mAP_50: 0.7120, bbox_mAP_75: 0.5710, bbox_mAP_s: 0.3480, bbox_mAP_m: 0.5660, bbox_mAP_l: 0.6700, bbox_mAP_copypaste: 0.526 0.712 0.571 0.348 0.566 0.670, segm_mAP: 0.4570, segm_mAP_50: 0.6890, segm_mAP_75: 0.4990, segm_mAP_s: 0.2570, segm_mAP_m: 0.4910, segm_mAP_l: 0.6370, segm_mAP_copypaste: 0.457 0.689 0.499 0.257 0.491 0.637 2024-04-05 00:01:07,768 - mmdet - INFO - Epoch [30][50/7330] lr: 4.612e-07, eta: 21:31:44, time: 1.590, data_time: 0.113, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1240, s0.acc: 95.4648, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2137, s1.loss_cls: 0.0582, s1.acc: 95.6406, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1074, s2.loss_cls: 0.0299, s2.acc: 95.3833, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0507, loss: 0.9609 2024-04-05 00:02:20,571 - mmdet - INFO - Epoch [30][100/7330] lr: 4.612e-07, eta: 21:30:28, time: 1.456, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1213, s0.acc: 95.5203, s0.loss_bbox: 0.1941, s0.loss_mask: 0.2040, s1.loss_cls: 0.0565, s1.acc: 95.7283, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1036, s2.loss_cls: 0.0283, s2.acc: 95.6402, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0493, loss: 0.9294 2024-04-05 00:03:36,682 - mmdet - INFO - Epoch [30][150/7330] lr: 4.612e-07, eta: 21:29:12, time: 1.522, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1226, s0.acc: 95.4741, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2042, s1.loss_cls: 0.0573, s1.acc: 95.7357, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1034, s2.loss_cls: 0.0291, s2.acc: 95.5986, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0493, loss: 0.9440 2024-04-05 00:04:53,162 - mmdet - INFO - Epoch [30][200/7330] lr: 4.612e-07, eta: 21:27:57, time: 1.530, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1228, s0.acc: 95.4666, s0.loss_bbox: 0.1997, s0.loss_mask: 0.2045, s1.loss_cls: 0.0573, s1.acc: 95.6911, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1037, s2.loss_cls: 0.0289, s2.acc: 95.5530, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0495, loss: 0.9432 2024-04-05 00:06:09,851 - mmdet - INFO - Epoch [30][250/7330] lr: 4.612e-07, eta: 21:26:42, time: 1.534, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1297, s0.acc: 95.2373, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2112, s1.loss_cls: 0.0597, s1.acc: 95.5572, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1068, s2.loss_cls: 0.0302, s2.acc: 95.3296, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0506, loss: 0.9766 2024-04-05 00:07:26,515 - mmdet - INFO - Epoch [30][300/7330] lr: 4.612e-07, eta: 21:25:26, time: 1.533, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1351, s0.acc: 95.1038, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2082, s1.loss_cls: 0.0633, s1.acc: 95.3921, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1058, s2.loss_cls: 0.0315, s2.acc: 95.2705, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0504, loss: 0.9967 2024-04-05 00:08:44,451 - mmdet - INFO - Epoch [30][350/7330] lr: 4.612e-07, eta: 21:24:11, time: 1.559, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1208, s0.acc: 95.5972, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2033, s1.loss_cls: 0.0568, s1.acc: 95.8458, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1025, s2.loss_cls: 0.0285, s2.acc: 95.6539, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0486, loss: 0.9269 2024-04-05 00:10:00,289 - mmdet - INFO - Epoch [30][400/7330] lr: 4.612e-07, eta: 21:22:56, time: 1.517, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1268, s0.acc: 95.3198, s0.loss_bbox: 0.2023, s0.loss_mask: 0.2059, s1.loss_cls: 0.0593, s1.acc: 95.5124, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1040, s2.loss_cls: 0.0299, s2.acc: 95.3484, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0496, loss: 0.9561 2024-04-05 00:11:13,974 - mmdet - INFO - Epoch [30][450/7330] lr: 4.612e-07, eta: 21:21:40, time: 1.474, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1238, s0.acc: 95.4873, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2018, s1.loss_cls: 0.0573, s1.acc: 95.7989, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1024, s2.loss_cls: 0.0287, s2.acc: 95.6487, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0491, loss: 0.9298 2024-04-05 00:12:30,897 - mmdet - INFO - Epoch [30][500/7330] lr: 4.612e-07, eta: 21:20:24, time: 1.538, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1252, s0.acc: 95.4841, s0.loss_bbox: 0.1997, s0.loss_mask: 0.2090, s1.loss_cls: 0.0585, s1.acc: 95.6380, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1057, s2.loss_cls: 0.0298, s2.acc: 95.4681, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0501, loss: 0.9535 2024-04-05 00:13:46,544 - mmdet - INFO - Epoch [30][550/7330] lr: 4.612e-07, eta: 21:19:09, time: 1.513, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1220, s0.acc: 95.6165, s0.loss_bbox: 0.1931, s0.loss_mask: 0.2045, s1.loss_cls: 0.0558, s1.acc: 95.8979, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1036, s2.loss_cls: 0.0282, s2.acc: 95.6687, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0493, loss: 0.9291 2024-04-05 00:14:59,304 - mmdet - INFO - Epoch [30][600/7330] lr: 4.612e-07, eta: 21:17:52, time: 1.455, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1215, s0.acc: 95.5134, s0.loss_bbox: 0.1978, s0.loss_mask: 0.2071, s1.loss_cls: 0.0570, s1.acc: 95.6723, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1046, s2.loss_cls: 0.0287, s2.acc: 95.5674, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0495, loss: 0.9415 2024-04-05 00:16:15,365 - mmdet - INFO - Epoch [30][650/7330] lr: 4.612e-07, eta: 21:16:37, time: 1.521, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1205, s0.acc: 95.5813, s0.loss_bbox: 0.1959, s0.loss_mask: 0.2054, s1.loss_cls: 0.0561, s1.acc: 95.8366, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1032, s2.loss_cls: 0.0285, s2.acc: 95.6362, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0490, loss: 0.9295 2024-04-05 00:17:31,363 - mmdet - INFO - Epoch [30][700/7330] lr: 4.612e-07, eta: 21:15:21, time: 1.520, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1240, s0.acc: 95.4482, s0.loss_bbox: 0.1973, s0.loss_mask: 0.2056, s1.loss_cls: 0.0578, s1.acc: 95.6227, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1045, s2.loss_cls: 0.0293, s2.acc: 95.4581, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0499, loss: 0.9433 2024-04-05 00:18:47,381 - mmdet - INFO - Epoch [30][750/7330] lr: 4.612e-07, eta: 21:14:06, time: 1.520, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1236, s0.acc: 95.4968, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2078, s1.loss_cls: 0.0580, s1.acc: 95.7414, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1033, s2.loss_cls: 0.0290, s2.acc: 95.6301, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0491, loss: 0.9455 2024-04-05 00:20:03,266 - mmdet - INFO - Epoch [30][800/7330] lr: 4.612e-07, eta: 21:12:50, time: 1.518, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1285, s0.acc: 95.3081, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2093, s1.loss_cls: 0.0605, s1.acc: 95.5422, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1054, s2.loss_cls: 0.0307, s2.acc: 95.3136, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0501, loss: 0.9748 2024-04-05 00:21:18,373 - mmdet - INFO - Epoch [30][850/7330] lr: 4.612e-07, eta: 21:11:35, time: 1.502, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1271, s0.acc: 95.3662, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2105, s1.loss_cls: 0.0587, s1.acc: 95.6097, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1056, s2.loss_cls: 0.0297, s2.acc: 95.4294, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0502, loss: 0.9700 2024-04-05 00:22:35,964 - mmdet - INFO - Epoch [30][900/7330] lr: 4.612e-07, eta: 21:10:20, time: 1.552, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1224, s0.acc: 95.4922, s0.loss_bbox: 0.1993, s0.loss_mask: 0.2067, s1.loss_cls: 0.0580, s1.acc: 95.6686, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1049, s2.loss_cls: 0.0291, s2.acc: 95.5289, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0498, loss: 0.9455 2024-04-05 00:23:56,101 - mmdet - INFO - Epoch [30][950/7330] lr: 4.612e-07, eta: 21:09:05, time: 1.603, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1232, s0.acc: 95.5757, s0.loss_bbox: 0.1997, s0.loss_mask: 0.2074, s1.loss_cls: 0.0569, s1.acc: 95.7757, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1046, s2.loss_cls: 0.0283, s2.acc: 95.6911, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0496, loss: 0.9462 2024-04-05 00:25:10,075 - mmdet - INFO - Epoch [30][1000/7330] lr: 4.612e-07, eta: 21:07:49, time: 1.479, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1210, s0.acc: 95.5298, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2061, s1.loss_cls: 0.0560, s1.acc: 95.8132, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1038, s2.loss_cls: 0.0283, s2.acc: 95.6699, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0491, loss: 0.9372 2024-04-05 00:26:28,384 - mmdet - INFO - Epoch [30][1050/7330] lr: 4.612e-07, eta: 21:06:34, time: 1.566, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1274, s0.acc: 95.3101, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2143, s1.loss_cls: 0.0593, s1.acc: 95.5622, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1066, s2.loss_cls: 0.0297, s2.acc: 95.4236, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0505, loss: 0.9745 2024-04-05 00:27:44,374 - mmdet - INFO - Epoch [30][1100/7330] lr: 4.612e-07, eta: 21:05:19, time: 1.520, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1299, s0.acc: 95.2056, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2078, s1.loss_cls: 0.0608, s1.acc: 95.4729, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1054, s2.loss_cls: 0.0309, s2.acc: 95.2514, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0501, loss: 0.9802 2024-04-05 00:29:01,852 - mmdet - INFO - Epoch [30][1150/7330] lr: 4.612e-07, eta: 21:04:03, time: 1.550, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1289, s0.acc: 95.2888, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2065, s1.loss_cls: 0.0597, s1.acc: 95.5405, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1033, s2.loss_cls: 0.0301, s2.acc: 95.3603, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0491, loss: 0.9564 2024-04-05 00:30:20,209 - mmdet - INFO - Epoch [30][1200/7330] lr: 4.612e-07, eta: 21:02:48, time: 1.567, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1257, s0.acc: 95.4734, s0.loss_bbox: 0.1947, s0.loss_mask: 0.2034, s1.loss_cls: 0.0587, s1.acc: 95.6457, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1030, s2.loss_cls: 0.0296, s2.acc: 95.5188, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0493, loss: 0.9385 2024-04-05 00:31:39,004 - mmdet - INFO - Epoch [30][1250/7330] lr: 4.612e-07, eta: 21:01:34, time: 1.576, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1240, s0.acc: 95.4553, s0.loss_bbox: 0.1960, s0.loss_mask: 0.2088, s1.loss_cls: 0.0582, s1.acc: 95.6606, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1048, s2.loss_cls: 0.0294, s2.acc: 95.5737, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0494, loss: 0.9412 2024-04-05 00:32:52,067 - mmdet - INFO - Epoch [30][1300/7330] lr: 4.612e-07, eta: 21:00:17, time: 1.461, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1301, s0.acc: 95.4048, s0.loss_bbox: 0.1931, s0.loss_mask: 0.2036, s1.loss_cls: 0.0598, s1.acc: 95.6741, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1024, s2.loss_cls: 0.0299, s2.acc: 95.5069, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0486, loss: 0.9386 2024-04-05 00:34:07,369 - mmdet - INFO - Epoch [30][1350/7330] lr: 4.612e-07, eta: 20:59:02, time: 1.506, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1301, s0.acc: 95.2917, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2026, s1.loss_cls: 0.0605, s1.acc: 95.5312, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1025, s2.loss_cls: 0.0303, s2.acc: 95.4693, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0490, loss: 0.9608 2024-04-05 00:35:19,217 - mmdet - INFO - Epoch [30][1400/7330] lr: 4.612e-07, eta: 20:57:45, time: 1.437, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1219, s0.acc: 95.5381, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2102, s1.loss_cls: 0.0562, s1.acc: 95.7756, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1064, s2.loss_cls: 0.0282, s2.acc: 95.6840, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0505, loss: 0.9465 2024-04-05 00:36:33,221 - mmdet - INFO - Epoch [30][1450/7330] lr: 4.612e-07, eta: 20:56:29, time: 1.480, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1232, s0.acc: 95.5117, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2048, s1.loss_cls: 0.0576, s1.acc: 95.7700, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1039, s2.loss_cls: 0.0294, s2.acc: 95.5119, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0495, loss: 0.9461 2024-04-05 00:37:54,844 - mmdet - INFO - Epoch [30][1500/7330] lr: 4.612e-07, eta: 20:55:15, time: 1.632, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1249, s0.acc: 95.4556, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2060, s1.loss_cls: 0.0587, s1.acc: 95.5558, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1039, s2.loss_cls: 0.0294, s2.acc: 95.4904, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0492, loss: 0.9500 2024-04-05 00:39:14,139 - mmdet - INFO - Epoch [30][1550/7330] lr: 4.612e-07, eta: 20:54:00, time: 1.586, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1231, s0.acc: 95.4695, s0.loss_bbox: 0.2003, s0.loss_mask: 0.2098, s1.loss_cls: 0.0566, s1.acc: 95.7033, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1053, s2.loss_cls: 0.0287, s2.acc: 95.5659, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0499, loss: 0.9542 2024-04-05 00:40:29,012 - mmdet - INFO - Epoch [30][1600/7330] lr: 4.612e-07, eta: 20:52:45, time: 1.497, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1199, s0.acc: 95.5815, s0.loss_bbox: 0.1977, s0.loss_mask: 0.2132, s1.loss_cls: 0.0560, s1.acc: 95.8212, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1063, s2.loss_cls: 0.0282, s2.acc: 95.7377, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0502, loss: 0.9452 2024-04-05 00:41:46,439 - mmdet - INFO - Epoch [30][1650/7330] lr: 4.612e-07, eta: 20:51:29, time: 1.549, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1248, s0.acc: 95.3977, s0.loss_bbox: 0.1999, s0.loss_mask: 0.1997, s1.loss_cls: 0.0581, s1.acc: 95.6984, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1012, s2.loss_cls: 0.0293, s2.acc: 95.5395, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0482, loss: 0.9398 2024-04-05 00:43:05,021 - mmdet - INFO - Epoch [30][1700/7330] lr: 4.612e-07, eta: 20:50:14, time: 1.572, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1200, s0.acc: 95.6655, s0.loss_bbox: 0.1949, s0.loss_mask: 0.2095, s1.loss_cls: 0.0553, s1.acc: 95.9134, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1054, s2.loss_cls: 0.0282, s2.acc: 95.6837, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0499, loss: 0.9363 2024-04-05 00:44:20,491 - mmdet - INFO - Epoch [30][1750/7330] lr: 4.612e-07, eta: 20:48:59, time: 1.509, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1298, s0.acc: 95.1934, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2123, s1.loss_cls: 0.0599, s1.acc: 95.5276, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1066, s2.loss_cls: 0.0300, s2.acc: 95.4141, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0506, loss: 0.9759 2024-04-05 00:45:36,127 - mmdet - INFO - Epoch [30][1800/7330] lr: 4.612e-07, eta: 20:47:43, time: 1.513, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1247, s0.acc: 95.3850, s0.loss_bbox: 0.1990, s0.loss_mask: 0.2050, s1.loss_cls: 0.0586, s1.acc: 95.5886, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1041, s2.loss_cls: 0.0296, s2.acc: 95.3752, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0492, loss: 0.9463 2024-04-05 00:46:49,276 - mmdet - INFO - Epoch [30][1850/7330] lr: 4.612e-07, eta: 20:46:27, time: 1.463, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1180, s0.acc: 95.6284, s0.loss_bbox: 0.1962, s0.loss_mask: 0.2056, s1.loss_cls: 0.0545, s1.acc: 95.9417, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1033, s2.loss_cls: 0.0275, s2.acc: 95.7899, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0491, loss: 0.9271 2024-04-05 00:48:04,255 - mmdet - INFO - Epoch [30][1900/7330] lr: 4.612e-07, eta: 20:45:11, time: 1.499, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1109, s0.acc: 95.9414, s0.loss_bbox: 0.1830, s0.loss_mask: 0.2027, s1.loss_cls: 0.0515, s1.acc: 96.1248, s1.loss_bbox: 0.0881, s1.loss_mask: 0.1013, s2.loss_cls: 0.0260, s2.acc: 95.9973, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0483, loss: 0.8842 2024-04-05 00:49:18,660 - mmdet - INFO - Epoch [30][1950/7330] lr: 4.612e-07, eta: 20:43:55, time: 1.489, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1242, s0.acc: 95.4705, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2055, s1.loss_cls: 0.0579, s1.acc: 95.6852, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1039, s2.loss_cls: 0.0293, s2.acc: 95.5252, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0494, loss: 0.9537 2024-04-05 00:50:30,746 - mmdet - INFO - Epoch [30][2000/7330] lr: 4.612e-07, eta: 20:42:39, time: 1.442, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1234, s0.acc: 95.4155, s0.loss_bbox: 0.2035, s0.loss_mask: 0.2039, s1.loss_cls: 0.0572, s1.acc: 95.6839, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1027, s2.loss_cls: 0.0293, s2.acc: 95.4693, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0490, loss: 0.9489 2024-04-05 00:51:46,077 - mmdet - INFO - Epoch [30][2050/7330] lr: 4.612e-07, eta: 20:41:23, time: 1.507, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1276, s0.acc: 95.3435, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2058, s1.loss_cls: 0.0592, s1.acc: 95.5717, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1039, s2.loss_cls: 0.0300, s2.acc: 95.3382, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0494, loss: 0.9628 2024-04-05 00:53:04,229 - mmdet - INFO - Epoch [30][2100/7330] lr: 4.612e-07, eta: 20:40:08, time: 1.563, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1221, s0.acc: 95.4595, s0.loss_bbox: 0.1982, s0.loss_mask: 0.2068, s1.loss_cls: 0.0580, s1.acc: 95.5992, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1042, s2.loss_cls: 0.0292, s2.acc: 95.4659, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0494, loss: 0.9458 2024-04-05 00:54:21,043 - mmdet - INFO - Epoch [30][2150/7330] lr: 4.612e-07, eta: 20:38:53, time: 1.536, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1255, s0.acc: 95.4548, s0.loss_bbox: 0.2019, s0.loss_mask: 0.2091, s1.loss_cls: 0.0581, s1.acc: 95.7359, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1048, s2.loss_cls: 0.0292, s2.acc: 95.6628, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0496, loss: 0.9543 2024-04-05 00:55:34,937 - mmdet - INFO - Epoch [30][2200/7330] lr: 4.612e-07, eta: 20:37:37, time: 1.478, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1235, s0.acc: 95.5005, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2058, s1.loss_cls: 0.0571, s1.acc: 95.7814, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1046, s2.loss_cls: 0.0285, s2.acc: 95.6623, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0499, loss: 0.9465 2024-04-05 00:56:49,689 - mmdet - INFO - Epoch [30][2250/7330] lr: 4.612e-07, eta: 20:36:21, time: 1.495, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1264, s0.acc: 95.3623, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2103, s1.loss_cls: 0.0580, s1.acc: 95.6388, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1059, s2.loss_cls: 0.0292, s2.acc: 95.4745, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0502, loss: 0.9687 2024-04-05 00:58:02,727 - mmdet - INFO - Epoch [30][2300/7330] lr: 4.612e-07, eta: 20:35:05, time: 1.461, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1226, s0.acc: 95.5366, s0.loss_bbox: 0.2019, s0.loss_mask: 0.2030, s1.loss_cls: 0.0568, s1.acc: 95.8797, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1039, s2.loss_cls: 0.0290, s2.acc: 95.6824, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0495, loss: 0.9472 2024-04-05 00:59:16,328 - mmdet - INFO - Epoch [30][2350/7330] lr: 4.612e-07, eta: 20:33:49, time: 1.472, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1212, s0.acc: 95.5955, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2050, s1.loss_cls: 0.0553, s1.acc: 95.9148, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1045, s2.loss_cls: 0.0281, s2.acc: 95.7021, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0495, loss: 0.9373 2024-04-05 01:00:29,248 - mmdet - INFO - Epoch [30][2400/7330] lr: 4.612e-07, eta: 20:32:33, time: 1.458, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1254, s0.acc: 95.3933, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2117, s1.loss_cls: 0.0584, s1.acc: 95.7046, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1058, s2.loss_cls: 0.0295, s2.acc: 95.4248, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0500, loss: 0.9597 2024-04-05 01:01:43,897 - mmdet - INFO - Epoch [30][2450/7330] lr: 4.612e-07, eta: 20:31:17, time: 1.493, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1294, s0.acc: 95.2668, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2088, s1.loss_cls: 0.0598, s1.acc: 95.4937, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1053, s2.loss_cls: 0.0303, s2.acc: 95.3970, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0500, loss: 0.9710 2024-04-05 01:02:58,933 - mmdet - INFO - Epoch [30][2500/7330] lr: 4.612e-07, eta: 20:30:01, time: 1.501, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1282, s0.acc: 95.3721, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2107, s1.loss_cls: 0.0585, s1.acc: 95.6442, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1061, s2.loss_cls: 0.0296, s2.acc: 95.4446, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0503, loss: 0.9749 2024-04-05 01:04:15,565 - mmdet - INFO - Epoch [30][2550/7330] lr: 4.612e-07, eta: 20:28:46, time: 1.532, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1241, s0.acc: 95.4641, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2058, s1.loss_cls: 0.0578, s1.acc: 95.7082, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1044, s2.loss_cls: 0.0292, s2.acc: 95.5574, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0499, loss: 0.9566 2024-04-05 01:05:28,843 - mmdet - INFO - Epoch [30][2600/7330] lr: 4.612e-07, eta: 20:27:30, time: 1.466, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1293, s0.acc: 95.2456, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2117, s1.loss_cls: 0.0606, s1.acc: 95.4513, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1054, s2.loss_cls: 0.0303, s2.acc: 95.3610, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0501, loss: 0.9785 2024-04-05 01:06:49,236 - mmdet - INFO - Epoch [30][2650/7330] lr: 4.612e-07, eta: 20:26:15, time: 1.608, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1255, s0.acc: 95.3557, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2062, s1.loss_cls: 0.0590, s1.acc: 95.6062, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1052, s2.loss_cls: 0.0299, s2.acc: 95.3962, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0497, loss: 0.9608 2024-04-05 01:08:05,788 - mmdet - INFO - Epoch [30][2700/7330] lr: 4.612e-07, eta: 20:25:00, time: 1.531, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1190, s0.acc: 95.6230, s0.loss_bbox: 0.1946, s0.loss_mask: 0.2021, s1.loss_cls: 0.0552, s1.acc: 95.8210, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1023, s2.loss_cls: 0.0279, s2.acc: 95.6528, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0487, loss: 0.9212 2024-04-05 01:09:22,172 - mmdet - INFO - Epoch [30][2750/7330] lr: 4.612e-07, eta: 20:23:44, time: 1.528, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1227, s0.acc: 95.5132, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2066, s1.loss_cls: 0.0574, s1.acc: 95.6801, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1040, s2.loss_cls: 0.0297, s2.acc: 95.3375, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0492, loss: 0.9481 2024-04-05 01:10:35,437 - mmdet - INFO - Epoch [30][2800/7330] lr: 4.612e-07, eta: 20:22:28, time: 1.465, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1292, s0.acc: 95.2278, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2069, s1.loss_cls: 0.0600, s1.acc: 95.4777, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1048, s2.loss_cls: 0.0300, s2.acc: 95.3621, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0497, loss: 0.9690 2024-04-05 01:11:53,974 - mmdet - INFO - Epoch [30][2850/7330] lr: 4.612e-07, eta: 20:21:13, time: 1.571, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1289, s0.acc: 95.2449, s0.loss_bbox: 0.2071, s0.loss_mask: 0.2121, s1.loss_cls: 0.0604, s1.acc: 95.4976, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1060, s2.loss_cls: 0.0305, s2.acc: 95.2796, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0502, loss: 0.9781 2024-04-05 01:13:08,550 - mmdet - INFO - Epoch [30][2900/7330] lr: 4.612e-07, eta: 20:19:57, time: 1.492, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1229, s0.acc: 95.4788, s0.loss_bbox: 0.2003, s0.loss_mask: 0.2071, s1.loss_cls: 0.0577, s1.acc: 95.6395, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1052, s2.loss_cls: 0.0290, s2.acc: 95.4322, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0500, loss: 0.9511 2024-04-05 01:14:24,693 - mmdet - INFO - Epoch [30][2950/7330] lr: 4.612e-07, eta: 20:18:42, time: 1.523, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1243, s0.acc: 95.5208, s0.loss_bbox: 0.1994, s0.loss_mask: 0.1997, s1.loss_cls: 0.0581, s1.acc: 95.7345, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1015, s2.loss_cls: 0.0286, s2.acc: 95.6713, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0481, loss: 0.9357 2024-04-05 01:15:37,117 - mmdet - INFO - Epoch [30][3000/7330] lr: 4.612e-07, eta: 20:17:26, time: 1.449, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1236, s0.acc: 95.5464, s0.loss_bbox: 0.2005, s0.loss_mask: 0.2088, s1.loss_cls: 0.0572, s1.acc: 95.7657, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1042, s2.loss_cls: 0.0285, s2.acc: 95.6387, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0491, loss: 0.9468 2024-04-05 01:16:52,201 - mmdet - INFO - Epoch [30][3050/7330] lr: 4.612e-07, eta: 20:16:10, time: 1.502, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1196, s0.acc: 95.5190, s0.loss_bbox: 0.1954, s0.loss_mask: 0.2071, s1.loss_cls: 0.0561, s1.acc: 95.6774, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1044, s2.loss_cls: 0.0284, s2.acc: 95.5497, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0498, loss: 0.9300 2024-04-05 01:18:05,988 - mmdet - INFO - Epoch [30][3100/7330] lr: 4.612e-07, eta: 20:14:54, time: 1.476, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1241, s0.acc: 95.4285, s0.loss_bbox: 0.1990, s0.loss_mask: 0.2077, s1.loss_cls: 0.0572, s1.acc: 95.7162, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1048, s2.loss_cls: 0.0289, s2.acc: 95.5048, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0498, loss: 0.9462 2024-04-05 01:19:21,892 - mmdet - INFO - Epoch [30][3150/7330] lr: 4.612e-07, eta: 20:13:38, time: 1.518, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1291, s0.acc: 95.2600, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2079, s1.loss_cls: 0.0604, s1.acc: 95.4692, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1051, s2.loss_cls: 0.0304, s2.acc: 95.3153, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0500, loss: 0.9672 2024-04-05 01:20:40,693 - mmdet - INFO - Epoch [30][3200/7330] lr: 4.612e-07, eta: 20:12:24, time: 1.576, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1255, s0.acc: 95.3821, s0.loss_bbox: 0.1998, s0.loss_mask: 0.2085, s1.loss_cls: 0.0589, s1.acc: 95.5651, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1054, s2.loss_cls: 0.0296, s2.acc: 95.4663, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0497, loss: 0.9515 2024-04-05 01:21:55,340 - mmdet - INFO - Epoch [30][3250/7330] lr: 4.612e-07, eta: 20:11:08, time: 1.493, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1198, s0.acc: 95.6909, s0.loss_bbox: 0.1946, s0.loss_mask: 0.2052, s1.loss_cls: 0.0555, s1.acc: 95.8910, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1040, s2.loss_cls: 0.0281, s2.acc: 95.7669, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0499, loss: 0.9323 2024-04-05 01:23:10,955 - mmdet - INFO - Epoch [30][3300/7330] lr: 4.612e-07, eta: 20:09:52, time: 1.512, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1214, s0.acc: 95.5435, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2054, s1.loss_cls: 0.0559, s1.acc: 95.8671, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1032, s2.loss_cls: 0.0284, s2.acc: 95.6612, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0490, loss: 0.9428 2024-04-05 01:24:24,496 - mmdet - INFO - Epoch [30][3350/7330] lr: 4.612e-07, eta: 20:08:36, time: 1.471, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1256, s0.acc: 95.3967, s0.loss_bbox: 0.2014, s0.loss_mask: 0.2088, s1.loss_cls: 0.0585, s1.acc: 95.6265, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1054, s2.loss_cls: 0.0299, s2.acc: 95.4257, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0500, loss: 0.9542 2024-04-05 01:25:38,971 - mmdet - INFO - Epoch [30][3400/7330] lr: 4.612e-07, eta: 20:07:20, time: 1.490, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1295, s0.acc: 95.3308, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2091, s1.loss_cls: 0.0604, s1.acc: 95.5670, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1050, s2.loss_cls: 0.0299, s2.acc: 95.4797, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0497, loss: 0.9678 2024-04-05 01:26:55,056 - mmdet - INFO - Epoch [30][3450/7330] lr: 4.612e-07, eta: 20:06:05, time: 1.522, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1253, s0.acc: 95.4604, s0.loss_bbox: 0.1978, s0.loss_mask: 0.2055, s1.loss_cls: 0.0583, s1.acc: 95.7599, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1051, s2.loss_cls: 0.0291, s2.acc: 95.6822, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0503, loss: 0.9460 2024-04-05 01:28:08,716 - mmdet - INFO - Epoch [30][3500/7330] lr: 4.612e-07, eta: 20:04:49, time: 1.473, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1282, s0.acc: 95.2644, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2104, s1.loss_cls: 0.0592, s1.acc: 95.5080, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1058, s2.loss_cls: 0.0298, s2.acc: 95.3880, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0502, loss: 0.9731 2024-04-05 01:29:21,201 - mmdet - INFO - Epoch [30][3550/7330] lr: 4.612e-07, eta: 20:03:32, time: 1.450, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1261, s0.acc: 95.3516, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2100, s1.loss_cls: 0.0583, s1.acc: 95.6261, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1051, s2.loss_cls: 0.0296, s2.acc: 95.4285, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0500, loss: 0.9666 2024-04-05 01:30:35,239 - mmdet - INFO - Epoch [30][3600/7330] lr: 4.612e-07, eta: 20:02:16, time: 1.481, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1265, s0.acc: 95.4019, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2072, s1.loss_cls: 0.0593, s1.acc: 95.5346, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1045, s2.loss_cls: 0.0305, s2.acc: 95.2338, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0499, loss: 0.9584 2024-04-05 01:31:50,314 - mmdet - INFO - Epoch [30][3650/7330] lr: 4.612e-07, eta: 20:01:01, time: 1.501, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1247, s0.acc: 95.4128, s0.loss_bbox: 0.2017, s0.loss_mask: 0.2105, s1.loss_cls: 0.0585, s1.acc: 95.6360, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1055, s2.loss_cls: 0.0295, s2.acc: 95.5570, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0499, loss: 0.9578 2024-04-05 01:33:02,257 - mmdet - INFO - Epoch [30][3700/7330] lr: 4.612e-07, eta: 19:59:44, time: 1.439, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1223, s0.acc: 95.5347, s0.loss_bbox: 0.1998, s0.loss_mask: 0.2059, s1.loss_cls: 0.0564, s1.acc: 95.7221, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1048, s2.loss_cls: 0.0280, s2.acc: 95.7417, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0501, loss: 0.9442 2024-04-05 01:34:16,681 - mmdet - INFO - Epoch [30][3750/7330] lr: 4.612e-07, eta: 19:58:28, time: 1.488, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1199, s0.acc: 95.6099, s0.loss_bbox: 0.1977, s0.loss_mask: 0.2039, s1.loss_cls: 0.0565, s1.acc: 95.7875, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1016, s2.loss_cls: 0.0287, s2.acc: 95.5449, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0482, loss: 0.9315 2024-04-05 01:35:33,299 - mmdet - INFO - Epoch [30][3800/7330] lr: 4.612e-07, eta: 19:57:13, time: 1.532, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1283, s0.acc: 95.3625, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2058, s1.loss_cls: 0.0591, s1.acc: 95.6652, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1030, s2.loss_cls: 0.0299, s2.acc: 95.4633, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0490, loss: 0.9639 2024-04-05 01:36:48,195 - mmdet - INFO - Epoch [30][3850/7330] lr: 4.612e-07, eta: 19:55:57, time: 1.498, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1194, s0.acc: 95.6743, s0.loss_bbox: 0.1934, s0.loss_mask: 0.2088, s1.loss_cls: 0.0555, s1.acc: 95.8899, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1047, s2.loss_cls: 0.0280, s2.acc: 95.7397, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0495, loss: 0.9310 2024-04-05 01:38:05,488 - mmdet - INFO - Epoch [30][3900/7330] lr: 4.612e-07, eta: 19:54:42, time: 1.545, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1262, s0.acc: 95.2986, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2038, s1.loss_cls: 0.0590, s1.acc: 95.5434, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1038, s2.loss_cls: 0.0297, s2.acc: 95.3699, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0492, loss: 0.9491 2024-04-05 01:39:19,947 - mmdet - INFO - Epoch [30][3950/7330] lr: 4.612e-07, eta: 19:53:26, time: 1.490, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1204, s0.acc: 95.6213, s0.loss_bbox: 0.1986, s0.loss_mask: 0.2014, s1.loss_cls: 0.0557, s1.acc: 95.9075, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1031, s2.loss_cls: 0.0281, s2.acc: 95.7427, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0493, loss: 0.9314 2024-04-05 01:40:35,230 - mmdet - INFO - Epoch [30][4000/7330] lr: 4.612e-07, eta: 19:52:11, time: 1.506, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1188, s0.acc: 95.6609, s0.loss_bbox: 0.1924, s0.loss_mask: 0.2042, s1.loss_cls: 0.0553, s1.acc: 95.9086, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1032, s2.loss_cls: 0.0282, s2.acc: 95.7645, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0492, loss: 0.9232 2024-04-05 01:41:53,150 - mmdet - INFO - Epoch [30][4050/7330] lr: 4.612e-07, eta: 19:50:55, time: 1.558, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1301, s0.acc: 95.2805, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2105, s1.loss_cls: 0.0598, s1.acc: 95.6287, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1052, s2.loss_cls: 0.0301, s2.acc: 95.4540, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0496, loss: 0.9824 2024-04-05 01:43:09,555 - mmdet - INFO - Epoch [30][4100/7330] lr: 4.612e-07, eta: 19:49:40, time: 1.528, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1275, s0.acc: 95.3159, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2092, s1.loss_cls: 0.0596, s1.acc: 95.6055, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1052, s2.loss_cls: 0.0299, s2.acc: 95.4588, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0496, loss: 0.9693 2024-04-05 01:44:26,724 - mmdet - INFO - Epoch [30][4150/7330] lr: 4.612e-07, eta: 19:48:25, time: 1.543, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1284, s0.acc: 95.2297, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2099, s1.loss_cls: 0.0600, s1.acc: 95.4583, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1047, s2.loss_cls: 0.0297, s2.acc: 95.3439, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0496, loss: 0.9654 2024-04-05 01:45:42,482 - mmdet - INFO - Epoch [30][4200/7330] lr: 4.612e-07, eta: 19:47:09, time: 1.515, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1189, s0.acc: 95.6653, s0.loss_bbox: 0.1912, s0.loss_mask: 0.2040, s1.loss_cls: 0.0547, s1.acc: 95.9433, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1036, s2.loss_cls: 0.0275, s2.acc: 95.7515, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0491, loss: 0.9219 2024-04-05 01:47:01,767 - mmdet - INFO - Epoch [30][4250/7330] lr: 4.612e-07, eta: 19:45:54, time: 1.586, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1273, s0.acc: 95.3247, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2085, s1.loss_cls: 0.0593, s1.acc: 95.5513, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1050, s2.loss_cls: 0.0302, s2.acc: 95.3617, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0499, loss: 0.9644 2024-04-05 01:48:21,097 - mmdet - INFO - Epoch [30][4300/7330] lr: 4.612e-07, eta: 19:44:40, time: 1.587, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1293, s0.acc: 95.1716, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2120, s1.loss_cls: 0.0612, s1.acc: 95.3832, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1069, s2.loss_cls: 0.0310, s2.acc: 95.1091, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0510, loss: 0.9862 2024-04-05 01:49:36,920 - mmdet - INFO - Epoch [30][4350/7330] lr: 4.612e-07, eta: 19:43:24, time: 1.516, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1263, s0.acc: 95.3938, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2086, s1.loss_cls: 0.0589, s1.acc: 95.5938, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1044, s2.loss_cls: 0.0298, s2.acc: 95.4613, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0494, loss: 0.9611 2024-04-05 01:50:54,355 - mmdet - INFO - Epoch [30][4400/7330] lr: 4.612e-07, eta: 19:42:09, time: 1.549, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1264, s0.acc: 95.2815, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2133, s1.loss_cls: 0.0592, s1.acc: 95.5024, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1068, s2.loss_cls: 0.0300, s2.acc: 95.3945, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0509, loss: 0.9797 2024-04-05 01:52:15,433 - mmdet - INFO - Epoch [30][4450/7330] lr: 4.612e-07, eta: 19:40:54, time: 1.622, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1272, s0.acc: 95.3081, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2072, s1.loss_cls: 0.0598, s1.acc: 95.6037, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1043, s2.loss_cls: 0.0301, s2.acc: 95.4433, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0496, loss: 0.9662 2024-04-05 01:53:32,695 - mmdet - INFO - Epoch [30][4500/7330] lr: 4.612e-07, eta: 19:39:39, time: 1.545, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1207, s0.acc: 95.4978, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2064, s1.loss_cls: 0.0570, s1.acc: 95.6815, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1045, s2.loss_cls: 0.0290, s2.acc: 95.5058, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0497, loss: 0.9415 2024-04-05 01:54:51,456 - mmdet - INFO - Epoch [30][4550/7330] lr: 4.612e-07, eta: 19:38:24, time: 1.575, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1271, s0.acc: 95.3643, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2077, s1.loss_cls: 0.0592, s1.acc: 95.6011, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1053, s2.loss_cls: 0.0297, s2.acc: 95.5295, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0502, loss: 0.9732 2024-04-05 01:56:07,031 - mmdet - INFO - Epoch [30][4600/7330] lr: 4.612e-07, eta: 19:37:09, time: 1.512, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1222, s0.acc: 95.5112, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2072, s1.loss_cls: 0.0559, s1.acc: 95.8307, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1045, s2.loss_cls: 0.0288, s2.acc: 95.5234, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0497, loss: 0.9450 2024-04-05 01:57:23,935 - mmdet - INFO - Epoch [30][4650/7330] lr: 4.612e-07, eta: 19:35:53, time: 1.538, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1233, s0.acc: 95.5063, s0.loss_bbox: 0.1989, s0.loss_mask: 0.2037, s1.loss_cls: 0.0567, s1.acc: 95.8070, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1042, s2.loss_cls: 0.0289, s2.acc: 95.6216, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0495, loss: 0.9429 2024-04-05 01:58:41,661 - mmdet - INFO - Epoch [30][4700/7330] lr: 4.612e-07, eta: 19:34:38, time: 1.555, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1228, s0.acc: 95.5071, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2084, s1.loss_cls: 0.0572, s1.acc: 95.7095, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1051, s2.loss_cls: 0.0288, s2.acc: 95.5931, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0498, loss: 0.9478 2024-04-05 01:59:59,410 - mmdet - INFO - Epoch [30][4750/7330] lr: 4.612e-07, eta: 19:33:23, time: 1.555, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1230, s0.acc: 95.5061, s0.loss_bbox: 0.2011, s0.loss_mask: 0.2075, s1.loss_cls: 0.0572, s1.acc: 95.7302, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1045, s2.loss_cls: 0.0289, s2.acc: 95.5923, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0495, loss: 0.9509 2024-04-05 02:01:15,351 - mmdet - INFO - Epoch [30][4800/7330] lr: 4.612e-07, eta: 19:32:08, time: 1.519, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1175, s0.acc: 95.6855, s0.loss_bbox: 0.1930, s0.loss_mask: 0.2042, s1.loss_cls: 0.0554, s1.acc: 95.8837, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1029, s2.loss_cls: 0.0279, s2.acc: 95.7423, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0489, loss: 0.9213 2024-04-05 02:02:30,102 - mmdet - INFO - Epoch [30][4850/7330] lr: 4.612e-07, eta: 19:30:52, time: 1.495, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1290, s0.acc: 95.2612, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2101, s1.loss_cls: 0.0600, s1.acc: 95.4578, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1055, s2.loss_cls: 0.0302, s2.acc: 95.2573, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0496, loss: 0.9759 2024-04-05 02:03:48,649 - mmdet - INFO - Epoch [30][4900/7330] lr: 4.612e-07, eta: 19:29:37, time: 1.571, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1246, s0.acc: 95.4292, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2064, s1.loss_cls: 0.0581, s1.acc: 95.6653, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1030, s2.loss_cls: 0.0292, s2.acc: 95.5377, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0487, loss: 0.9440 2024-04-05 02:05:05,648 - mmdet - INFO - Epoch [30][4950/7330] lr: 4.612e-07, eta: 19:28:21, time: 1.540, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1184, s0.acc: 95.6147, s0.loss_bbox: 0.1955, s0.loss_mask: 0.2045, s1.loss_cls: 0.0552, s1.acc: 95.8317, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1040, s2.loss_cls: 0.0281, s2.acc: 95.5681, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0493, loss: 0.9296 2024-04-05 02:06:20,139 - mmdet - INFO - Epoch [30][5000/7330] lr: 4.612e-07, eta: 19:27:06, time: 1.490, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1266, s0.acc: 95.3499, s0.loss_bbox: 0.2011, s0.loss_mask: 0.2095, s1.loss_cls: 0.0593, s1.acc: 95.5336, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1054, s2.loss_cls: 0.0302, s2.acc: 95.3687, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0501, loss: 0.9630 2024-04-05 02:07:39,042 - mmdet - INFO - Epoch [30][5050/7330] lr: 4.612e-07, eta: 19:25:51, time: 1.578, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1188, s0.acc: 95.5630, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2095, s1.loss_cls: 0.0560, s1.acc: 95.7362, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1054, s2.loss_cls: 0.0284, s2.acc: 95.5248, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0501, loss: 0.9436 2024-04-05 02:08:55,419 - mmdet - INFO - Epoch [30][5100/7330] lr: 4.612e-07, eta: 19:24:35, time: 1.527, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1160, s0.acc: 95.8103, s0.loss_bbox: 0.1887, s0.loss_mask: 0.2030, s1.loss_cls: 0.0543, s1.acc: 96.0155, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1022, s2.loss_cls: 0.0275, s2.acc: 95.8602, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0485, loss: 0.9064 2024-04-05 02:10:10,513 - mmdet - INFO - Epoch [30][5150/7330] lr: 4.612e-07, eta: 19:23:20, time: 1.502, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1233, s0.acc: 95.4817, s0.loss_bbox: 0.1923, s0.loss_mask: 0.2080, s1.loss_cls: 0.0589, s1.acc: 95.6484, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1046, s2.loss_cls: 0.0297, s2.acc: 95.4856, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0498, loss: 0.9370 2024-04-05 02:11:25,017 - mmdet - INFO - Epoch [30][5200/7330] lr: 4.612e-07, eta: 19:22:04, time: 1.490, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1182, s0.acc: 95.6711, s0.loss_bbox: 0.1888, s0.loss_mask: 0.2034, s1.loss_cls: 0.0538, s1.acc: 95.9662, s1.loss_bbox: 0.0905, s1.loss_mask: 0.1017, s2.loss_cls: 0.0271, s2.acc: 95.8078, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0481, loss: 0.9074 2024-04-05 02:12:45,606 - mmdet - INFO - Epoch [30][5250/7330] lr: 4.612e-07, eta: 19:20:49, time: 1.612, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1223, s0.acc: 95.4795, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2036, s1.loss_cls: 0.0567, s1.acc: 95.7170, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1023, s2.loss_cls: 0.0291, s2.acc: 95.5648, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0487, loss: 0.9441 2024-04-05 02:14:02,975 - mmdet - INFO - Epoch [30][5300/7330] lr: 4.612e-07, eta: 19:19:34, time: 1.547, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1184, s0.acc: 95.6458, s0.loss_bbox: 0.1955, s0.loss_mask: 0.2034, s1.loss_cls: 0.0555, s1.acc: 95.8305, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1035, s2.loss_cls: 0.0282, s2.acc: 95.6685, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0491, loss: 0.9271 2024-04-05 02:15:17,601 - mmdet - INFO - Epoch [30][5350/7330] lr: 4.612e-07, eta: 19:18:18, time: 1.493, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1215, s0.acc: 95.5098, s0.loss_bbox: 0.1984, s0.loss_mask: 0.2058, s1.loss_cls: 0.0568, s1.acc: 95.6747, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1044, s2.loss_cls: 0.0288, s2.acc: 95.5102, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0498, loss: 0.9438 2024-04-05 02:16:31,501 - mmdet - INFO - Epoch [30][5400/7330] lr: 4.612e-07, eta: 19:17:02, time: 1.478, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1246, s0.acc: 95.4646, s0.loss_bbox: 0.1962, s0.loss_mask: 0.2069, s1.loss_cls: 0.0583, s1.acc: 95.6683, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1041, s2.loss_cls: 0.0296, s2.acc: 95.5144, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0489, loss: 0.9409 2024-04-05 02:17:45,639 - mmdet - INFO - Epoch [30][5450/7330] lr: 4.612e-07, eta: 19:15:46, time: 1.482, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1284, s0.acc: 95.3018, s0.loss_bbox: 0.2035, s0.loss_mask: 0.2068, s1.loss_cls: 0.0605, s1.acc: 95.5117, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1051, s2.loss_cls: 0.0307, s2.acc: 95.3053, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0501, loss: 0.9685 2024-04-05 02:19:04,794 - mmdet - INFO - Epoch [30][5500/7330] lr: 4.612e-07, eta: 19:14:31, time: 1.584, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1232, s0.acc: 95.4543, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2045, s1.loss_cls: 0.0570, s1.acc: 95.6834, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1027, s2.loss_cls: 0.0291, s2.acc: 95.4234, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0489, loss: 0.9413 2024-04-05 02:20:21,746 - mmdet - INFO - Epoch [30][5550/7330] lr: 4.612e-07, eta: 19:13:16, time: 1.539, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1271, s0.acc: 95.3088, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2135, s1.loss_cls: 0.0595, s1.acc: 95.5642, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1079, s2.loss_cls: 0.0302, s2.acc: 95.4113, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0513, loss: 0.9751 2024-04-05 02:21:40,443 - mmdet - INFO - Epoch [30][5600/7330] lr: 4.612e-07, eta: 19:12:01, time: 1.574, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1244, s0.acc: 95.4658, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2051, s1.loss_cls: 0.0582, s1.acc: 95.7184, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1041, s2.loss_cls: 0.0287, s2.acc: 95.6682, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0496, loss: 0.9521 2024-04-05 02:22:52,537 - mmdet - INFO - Epoch [30][5650/7330] lr: 4.612e-07, eta: 19:10:45, time: 1.442, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1318, s0.acc: 95.0830, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2123, s1.loss_cls: 0.0609, s1.acc: 95.3765, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1070, s2.loss_cls: 0.0309, s2.acc: 95.2277, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0513, loss: 0.9921 2024-04-05 02:24:11,978 - mmdet - INFO - Epoch [30][5700/7330] lr: 4.612e-07, eta: 19:09:30, time: 1.589, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1237, s0.acc: 95.5193, s0.loss_bbox: 0.1993, s0.loss_mask: 0.2067, s1.loss_cls: 0.0579, s1.acc: 95.7494, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1042, s2.loss_cls: 0.0297, s2.acc: 95.4996, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0491, loss: 0.9492 2024-04-05 02:25:27,541 - mmdet - INFO - Epoch [30][5750/7330] lr: 4.612e-07, eta: 19:08:14, time: 1.511, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1237, s0.acc: 95.5085, s0.loss_bbox: 0.1998, s0.loss_mask: 0.2065, s1.loss_cls: 0.0571, s1.acc: 95.7677, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1037, s2.loss_cls: 0.0288, s2.acc: 95.6404, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0491, loss: 0.9460 2024-04-05 02:26:42,880 - mmdet - INFO - Epoch [30][5800/7330] lr: 4.612e-07, eta: 19:06:59, time: 1.507, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1194, s0.acc: 95.6211, s0.loss_bbox: 0.1928, s0.loss_mask: 0.1998, s1.loss_cls: 0.0553, s1.acc: 95.8437, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1016, s2.loss_cls: 0.0279, s2.acc: 95.7115, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0487, loss: 0.9179 2024-04-05 02:27:57,341 - mmdet - INFO - Epoch [30][5850/7330] lr: 4.612e-07, eta: 19:05:43, time: 1.489, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1267, s0.acc: 95.2512, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2085, s1.loss_cls: 0.0589, s1.acc: 95.4394, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1052, s2.loss_cls: 0.0302, s2.acc: 95.2336, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0497, loss: 0.9696 2024-04-05 02:29:13,946 - mmdet - INFO - Epoch [30][5900/7330] lr: 4.612e-07, eta: 19:04:27, time: 1.532, data_time: 0.045, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1294, s0.acc: 95.2920, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2085, s1.loss_cls: 0.0611, s1.acc: 95.4531, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1050, s2.loss_cls: 0.0310, s2.acc: 95.2494, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0501, loss: 0.9730 2024-04-05 02:30:32,444 - mmdet - INFO - Epoch [30][5950/7330] lr: 4.612e-07, eta: 19:03:12, time: 1.570, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1254, s0.acc: 95.4165, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2123, s1.loss_cls: 0.0587, s1.acc: 95.6133, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1069, s2.loss_cls: 0.0298, s2.acc: 95.4092, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0507, loss: 0.9718 2024-04-05 02:31:47,529 - mmdet - INFO - Epoch [30][6000/7330] lr: 4.612e-07, eta: 19:01:57, time: 1.502, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1222, s0.acc: 95.5334, s0.loss_bbox: 0.2004, s0.loss_mask: 0.2084, s1.loss_cls: 0.0567, s1.acc: 95.7561, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1054, s2.loss_cls: 0.0287, s2.acc: 95.6035, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0499, loss: 0.9495 2024-04-05 02:33:01,951 - mmdet - INFO - Epoch [30][6050/7330] lr: 4.612e-07, eta: 19:00:41, time: 1.488, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1223, s0.acc: 95.5657, s0.loss_bbox: 0.1961, s0.loss_mask: 0.2075, s1.loss_cls: 0.0571, s1.acc: 95.8111, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1044, s2.loss_cls: 0.0290, s2.acc: 95.5574, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0493, loss: 0.9371 2024-04-05 02:34:17,384 - mmdet - INFO - Epoch [30][6100/7330] lr: 4.612e-07, eta: 18:59:25, time: 1.509, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1232, s0.acc: 95.5557, s0.loss_bbox: 0.1980, s0.loss_mask: 0.2037, s1.loss_cls: 0.0566, s1.acc: 95.8826, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1035, s2.loss_cls: 0.0282, s2.acc: 95.7016, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0489, loss: 0.9394 2024-04-05 02:35:30,772 - mmdet - INFO - Epoch [30][6150/7330] lr: 4.612e-07, eta: 18:58:09, time: 1.468, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1176, s0.acc: 95.6921, s0.loss_bbox: 0.1938, s0.loss_mask: 0.2046, s1.loss_cls: 0.0547, s1.acc: 95.8704, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1031, s2.loss_cls: 0.0276, s2.acc: 95.6949, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0489, loss: 0.9201 2024-04-05 02:36:40,976 - mmdet - INFO - Epoch [30][6200/7330] lr: 4.612e-07, eta: 18:56:52, time: 1.404, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1270, s0.acc: 95.4304, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2050, s1.loss_cls: 0.0581, s1.acc: 95.6947, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1033, s2.loss_cls: 0.0297, s2.acc: 95.5603, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0490, loss: 0.9554 2024-04-05 02:37:53,748 - mmdet - INFO - Epoch [30][6250/7330] lr: 4.612e-07, eta: 18:55:36, time: 1.456, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1227, s0.acc: 95.5586, s0.loss_bbox: 0.1933, s0.loss_mask: 0.2063, s1.loss_cls: 0.0569, s1.acc: 95.8335, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1047, s2.loss_cls: 0.0283, s2.acc: 95.7079, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0502, loss: 0.9339 2024-04-05 02:39:10,570 - mmdet - INFO - Epoch [30][6300/7330] lr: 4.612e-07, eta: 18:54:21, time: 1.536, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1260, s0.acc: 95.3342, s0.loss_bbox: 0.1990, s0.loss_mask: 0.2073, s1.loss_cls: 0.0586, s1.acc: 95.6444, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1044, s2.loss_cls: 0.0295, s2.acc: 95.4979, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0496, loss: 0.9520 2024-04-05 02:40:23,687 - mmdet - INFO - Epoch [30][6350/7330] lr: 4.612e-07, eta: 18:53:05, time: 1.462, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1267, s0.acc: 95.3804, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2002, s1.loss_cls: 0.0587, s1.acc: 95.6448, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1023, s2.loss_cls: 0.0293, s2.acc: 95.5075, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0488, loss: 0.9548 2024-04-05 02:41:35,219 - mmdet - INFO - Epoch [30][6400/7330] lr: 4.612e-07, eta: 18:51:48, time: 1.431, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1220, s0.acc: 95.4729, s0.loss_bbox: 0.1962, s0.loss_mask: 0.2045, s1.loss_cls: 0.0573, s1.acc: 95.6707, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1037, s2.loss_cls: 0.0288, s2.acc: 95.5306, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0495, loss: 0.9377 2024-04-05 02:42:48,864 - mmdet - INFO - Epoch [30][6450/7330] lr: 4.612e-07, eta: 18:50:32, time: 1.473, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1229, s0.acc: 95.4509, s0.loss_bbox: 0.2015, s0.loss_mask: 0.2050, s1.loss_cls: 0.0571, s1.acc: 95.6912, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1033, s2.loss_cls: 0.0293, s2.acc: 95.4246, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0487, loss: 0.9471 2024-04-05 02:44:04,448 - mmdet - INFO - Epoch [30][6500/7330] lr: 4.612e-07, eta: 18:49:17, time: 1.512, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1188, s0.acc: 95.6299, s0.loss_bbox: 0.1916, s0.loss_mask: 0.2006, s1.loss_cls: 0.0558, s1.acc: 95.7806, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1014, s2.loss_cls: 0.0283, s2.acc: 95.6433, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0484, loss: 0.9135 2024-04-05 02:45:18,066 - mmdet - INFO - Epoch [30][6550/7330] lr: 4.612e-07, eta: 18:48:01, time: 1.472, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1285, s0.acc: 95.3779, s0.loss_bbox: 0.2022, s0.loss_mask: 0.2062, s1.loss_cls: 0.0601, s1.acc: 95.5536, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1042, s2.loss_cls: 0.0302, s2.acc: 95.4222, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0498, loss: 0.9597 2024-04-05 02:46:36,202 - mmdet - INFO - Epoch [30][6600/7330] lr: 4.612e-07, eta: 18:46:46, time: 1.563, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1224, s0.acc: 95.4910, s0.loss_bbox: 0.2010, s0.loss_mask: 0.2068, s1.loss_cls: 0.0575, s1.acc: 95.6829, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1047, s2.loss_cls: 0.0297, s2.acc: 95.3439, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0495, loss: 0.9542 2024-04-05 02:47:54,912 - mmdet - INFO - Epoch [30][6650/7330] lr: 4.612e-07, eta: 18:45:31, time: 1.574, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1210, s0.acc: 95.5588, s0.loss_bbox: 0.1986, s0.loss_mask: 0.2061, s1.loss_cls: 0.0570, s1.acc: 95.7378, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1048, s2.loss_cls: 0.0286, s2.acc: 95.6774, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0505, loss: 0.9423 2024-04-05 02:49:11,854 - mmdet - INFO - Epoch [30][6700/7330] lr: 4.612e-07, eta: 18:44:15, time: 1.539, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1280, s0.acc: 95.3140, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2090, s1.loss_cls: 0.0599, s1.acc: 95.5259, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1047, s2.loss_cls: 0.0305, s2.acc: 95.2167, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0499, loss: 0.9696 2024-04-05 02:50:29,211 - mmdet - INFO - Epoch [30][6750/7330] lr: 4.612e-07, eta: 18:43:00, time: 1.547, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1237, s0.acc: 95.3972, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2112, s1.loss_cls: 0.0580, s1.acc: 95.6002, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1069, s2.loss_cls: 0.0292, s2.acc: 95.4054, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0507, loss: 0.9721 2024-04-05 02:51:42,650 - mmdet - INFO - Epoch [30][6800/7330] lr: 4.612e-07, eta: 18:41:44, time: 1.469, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1217, s0.acc: 95.5059, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2086, s1.loss_cls: 0.0562, s1.acc: 95.7632, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1054, s2.loss_cls: 0.0291, s2.acc: 95.4946, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0501, loss: 0.9499 2024-04-05 02:52:58,080 - mmdet - INFO - Epoch [30][6850/7330] lr: 4.612e-07, eta: 18:40:28, time: 1.509, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1297, s0.acc: 95.3484, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2054, s1.loss_cls: 0.0605, s1.acc: 95.5786, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1044, s2.loss_cls: 0.0306, s2.acc: 95.3440, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0495, loss: 0.9593 2024-04-05 02:54:14,495 - mmdet - INFO - Epoch [30][6900/7330] lr: 4.612e-07, eta: 18:39:13, time: 1.528, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1247, s0.acc: 95.3508, s0.loss_bbox: 0.2007, s0.loss_mask: 0.2077, s1.loss_cls: 0.0588, s1.acc: 95.5370, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1046, s2.loss_cls: 0.0297, s2.acc: 95.3513, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0495, loss: 0.9533 2024-04-05 02:55:31,333 - mmdet - INFO - Epoch [30][6950/7330] lr: 4.612e-07, eta: 18:37:58, time: 1.537, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1273, s0.acc: 95.3042, s0.loss_bbox: 0.2040, s0.loss_mask: 0.2120, s1.loss_cls: 0.0601, s1.acc: 95.4762, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1060, s2.loss_cls: 0.0302, s2.acc: 95.3008, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0500, loss: 0.9704 2024-04-05 02:56:50,433 - mmdet - INFO - Epoch [30][7000/7330] lr: 4.612e-07, eta: 18:36:43, time: 1.582, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1332, s0.acc: 95.1428, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2083, s1.loss_cls: 0.0624, s1.acc: 95.3282, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1056, s2.loss_cls: 0.0318, s2.acc: 95.1239, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0504, loss: 0.9932 2024-04-05 02:58:03,501 - mmdet - INFO - Epoch [30][7050/7330] lr: 4.612e-07, eta: 18:35:26, time: 1.461, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1313, s0.acc: 95.1687, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2110, s1.loss_cls: 0.0601, s1.acc: 95.4490, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1059, s2.loss_cls: 0.0305, s2.acc: 95.3223, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0500, loss: 0.9865 2024-04-05 02:59:19,891 - mmdet - INFO - Epoch [30][7100/7330] lr: 4.612e-07, eta: 18:34:11, time: 1.528, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1261, s0.acc: 95.3816, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2109, s1.loss_cls: 0.0595, s1.acc: 95.5217, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1059, s2.loss_cls: 0.0301, s2.acc: 95.3590, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0504, loss: 0.9704 2024-04-05 03:00:33,674 - mmdet - INFO - Epoch [30][7150/7330] lr: 4.612e-07, eta: 18:32:55, time: 1.476, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1229, s0.acc: 95.4695, s0.loss_bbox: 0.2014, s0.loss_mask: 0.2069, s1.loss_cls: 0.0577, s1.acc: 95.6712, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1044, s2.loss_cls: 0.0290, s2.acc: 95.5116, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0495, loss: 0.9485 2024-04-05 03:01:50,256 - mmdet - INFO - Epoch [30][7200/7330] lr: 4.612e-07, eta: 18:31:40, time: 1.532, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1229, s0.acc: 95.5273, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2026, s1.loss_cls: 0.0575, s1.acc: 95.7501, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1024, s2.loss_cls: 0.0290, s2.acc: 95.5881, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0490, loss: 0.9342 2024-04-05 03:03:07,541 - mmdet - INFO - Epoch [30][7250/7330] lr: 4.612e-07, eta: 18:30:24, time: 1.546, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1312, s0.acc: 95.2690, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2094, s1.loss_cls: 0.0609, s1.acc: 95.5166, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1053, s2.loss_cls: 0.0309, s2.acc: 95.2789, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0496, loss: 0.9901 2024-04-05 03:04:26,010 - mmdet - INFO - Epoch [30][7300/7330] lr: 4.612e-07, eta: 18:29:09, time: 1.569, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1324, s0.acc: 95.1528, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2102, s1.loss_cls: 0.0617, s1.acc: 95.3461, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1046, s2.loss_cls: 0.0307, s2.acc: 95.1972, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0494, loss: 0.9738 2024-04-05 03:05:10,860 - mmdet - INFO - Saving checkpoint at 30 epochs 2024-04-05 03:12:49,848 - mmdet - INFO - Evaluating bbox... 2024-04-05 03:13:29,933 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.526 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.713 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.570 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.351 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.565 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.670 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.649 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.649 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.649 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.473 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.685 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.782 2024-04-05 03:13:29,934 - mmdet - INFO - Evaluating segm... 2024-04-05 03:14:10,623 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.457 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.690 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.498 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.260 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.490 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.394 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.606 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.720 2024-04-05 03:14:11,159 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 03:14:11,161 - mmdet - INFO - Epoch(val) [30][1250] bbox_mAP: 0.5260, bbox_mAP_50: 0.7130, bbox_mAP_75: 0.5700, bbox_mAP_s: 0.3510, bbox_mAP_m: 0.5650, bbox_mAP_l: 0.6700, bbox_mAP_copypaste: 0.526 0.713 0.570 0.351 0.565 0.670, segm_mAP: 0.4570, segm_mAP_50: 0.6900, segm_mAP_75: 0.4980, segm_mAP_s: 0.2600, segm_mAP_m: 0.4900, segm_mAP_l: 0.6370, segm_mAP_copypaste: 0.457 0.690 0.498 0.260 0.490 0.637 2024-04-05 03:15:28,989 - mmdet - INFO - Epoch [31][50/7330] lr: 4.612e-07, eta: 18:27:00, time: 1.556, data_time: 0.104, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1228, s0.acc: 95.4731, s0.loss_bbox: 0.2010, s0.loss_mask: 0.2099, s1.loss_cls: 0.0560, s1.acc: 95.7357, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1055, s2.loss_cls: 0.0281, s2.acc: 95.5835, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0497, loss: 0.9509 2024-04-05 03:16:41,335 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 03:16:41,335 - mmdet - INFO - Epoch [31][100/7330] lr: 4.612e-07, eta: 18:25:44, time: 1.447, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1241, s0.acc: 95.4680, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2046, s1.loss_cls: 0.0583, s1.acc: 95.6446, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1034, s2.loss_cls: 0.0292, s2.acc: 95.5033, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0490, loss: 0.9503 2024-04-05 03:17:57,971 - mmdet - INFO - Epoch [31][150/7330] lr: 4.612e-07, eta: 18:24:28, time: 1.533, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1214, s0.acc: 95.4485, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2073, s1.loss_cls: 0.0563, s1.acc: 95.6911, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1048, s2.loss_cls: 0.0287, s2.acc: 95.4683, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0497, loss: 0.9433 2024-04-05 03:19:11,752 - mmdet - INFO - Epoch [31][200/7330] lr: 4.612e-07, eta: 18:23:12, time: 1.476, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1229, s0.acc: 95.5674, s0.loss_bbox: 0.2005, s0.loss_mask: 0.2075, s1.loss_cls: 0.0571, s1.acc: 95.7436, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1043, s2.loss_cls: 0.0286, s2.acc: 95.6179, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0493, loss: 0.9449 2024-04-05 03:20:27,798 - mmdet - INFO - Epoch [31][250/7330] lr: 4.612e-07, eta: 18:21:57, time: 1.521, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1243, s0.acc: 95.3958, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2105, s1.loss_cls: 0.0589, s1.acc: 95.5726, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1053, s2.loss_cls: 0.0297, s2.acc: 95.3789, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0497, loss: 0.9625 2024-04-05 03:21:44,545 - mmdet - INFO - Epoch [31][300/7330] lr: 4.612e-07, eta: 18:20:41, time: 1.534, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1267, s0.acc: 95.4116, s0.loss_bbox: 0.2022, s0.loss_mask: 0.2118, s1.loss_cls: 0.0591, s1.acc: 95.6186, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1073, s2.loss_cls: 0.0299, s2.acc: 95.4529, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0510, loss: 0.9690 2024-04-05 03:22:56,895 - mmdet - INFO - Epoch [31][350/7330] lr: 4.612e-07, eta: 18:19:25, time: 1.447, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1246, s0.acc: 95.3853, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2070, s1.loss_cls: 0.0586, s1.acc: 95.5297, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1043, s2.loss_cls: 0.0296, s2.acc: 95.3276, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0495, loss: 0.9530 2024-04-05 03:24:13,302 - mmdet - INFO - Epoch [31][400/7330] lr: 4.612e-07, eta: 18:18:10, time: 1.528, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1259, s0.acc: 95.3330, s0.loss_bbox: 0.2040, s0.loss_mask: 0.2057, s1.loss_cls: 0.0590, s1.acc: 95.5097, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1042, s2.loss_cls: 0.0298, s2.acc: 95.3933, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0498, loss: 0.9618 2024-04-05 03:25:26,840 - mmdet - INFO - Epoch [31][450/7330] lr: 4.612e-07, eta: 18:16:54, time: 1.471, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1201, s0.acc: 95.4800, s0.loss_bbox: 0.1980, s0.loss_mask: 0.2086, s1.loss_cls: 0.0573, s1.acc: 95.6571, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1054, s2.loss_cls: 0.0288, s2.acc: 95.5482, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0500, loss: 0.9419 2024-04-05 03:26:39,599 - mmdet - INFO - Epoch [31][500/7330] lr: 4.612e-07, eta: 18:15:37, time: 1.455, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1253, s0.acc: 95.4543, s0.loss_bbox: 0.1982, s0.loss_mask: 0.2085, s1.loss_cls: 0.0576, s1.acc: 95.7652, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1045, s2.loss_cls: 0.0289, s2.acc: 95.6448, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0497, loss: 0.9476 2024-04-05 03:27:50,199 - mmdet - INFO - Epoch [31][550/7330] lr: 4.612e-07, eta: 18:14:21, time: 1.412, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1260, s0.acc: 95.4539, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2067, s1.loss_cls: 0.0587, s1.acc: 95.7181, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1044, s2.loss_cls: 0.0298, s2.acc: 95.5352, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0496, loss: 0.9563 2024-04-05 03:29:06,972 - mmdet - INFO - Epoch [31][600/7330] lr: 4.612e-07, eta: 18:13:06, time: 1.535, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1252, s0.acc: 95.4636, s0.loss_bbox: 0.1993, s0.loss_mask: 0.2025, s1.loss_cls: 0.0582, s1.acc: 95.6216, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1028, s2.loss_cls: 0.0298, s2.acc: 95.3774, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0490, loss: 0.9448 2024-04-05 03:30:26,668 - mmdet - INFO - Epoch [31][650/7330] lr: 4.612e-07, eta: 18:11:51, time: 1.594, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1247, s0.acc: 95.4062, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2085, s1.loss_cls: 0.0574, s1.acc: 95.6708, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1047, s2.loss_cls: 0.0291, s2.acc: 95.6135, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0501, loss: 0.9550 2024-04-05 03:31:49,672 - mmdet - INFO - Epoch [31][700/7330] lr: 4.612e-07, eta: 18:10:37, time: 1.660, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1231, s0.acc: 95.4202, s0.loss_bbox: 0.1998, s0.loss_mask: 0.2042, s1.loss_cls: 0.0576, s1.acc: 95.6570, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1026, s2.loss_cls: 0.0295, s2.acc: 95.4694, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0488, loss: 0.9460 2024-04-05 03:33:06,927 - mmdet - INFO - Epoch [31][750/7330] lr: 4.612e-07, eta: 18:09:21, time: 1.545, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1231, s0.acc: 95.4314, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2084, s1.loss_cls: 0.0566, s1.acc: 95.6797, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1044, s2.loss_cls: 0.0289, s2.acc: 95.4980, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0495, loss: 0.9568 2024-04-05 03:34:23,312 - mmdet - INFO - Epoch [31][800/7330] lr: 4.612e-07, eta: 18:08:06, time: 1.527, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1257, s0.acc: 95.4028, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2096, s1.loss_cls: 0.0585, s1.acc: 95.6721, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1061, s2.loss_cls: 0.0295, s2.acc: 95.5160, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0503, loss: 0.9605 2024-04-05 03:35:38,477 - mmdet - INFO - Epoch [31][850/7330] lr: 4.612e-07, eta: 18:06:50, time: 1.504, data_time: 0.045, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1218, s0.acc: 95.5730, s0.loss_bbox: 0.1972, s0.loss_mask: 0.2050, s1.loss_cls: 0.0562, s1.acc: 95.7574, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1047, s2.loss_cls: 0.0290, s2.acc: 95.5049, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0501, loss: 0.9408 2024-04-05 03:36:54,661 - mmdet - INFO - Epoch [31][900/7330] lr: 4.612e-07, eta: 18:05:35, time: 1.524, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1257, s0.acc: 95.3950, s0.loss_bbox: 0.1961, s0.loss_mask: 0.2055, s1.loss_cls: 0.0577, s1.acc: 95.6472, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1036, s2.loss_cls: 0.0291, s2.acc: 95.5370, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0492, loss: 0.9410 2024-04-05 03:38:10,784 - mmdet - INFO - Epoch [31][950/7330] lr: 4.612e-07, eta: 18:04:19, time: 1.522, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1181, s0.acc: 95.6277, s0.loss_bbox: 0.1980, s0.loss_mask: 0.2031, s1.loss_cls: 0.0554, s1.acc: 95.8098, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1024, s2.loss_cls: 0.0282, s2.acc: 95.6320, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0484, loss: 0.9287 2024-04-05 03:39:26,668 - mmdet - INFO - Epoch [31][1000/7330] lr: 4.612e-07, eta: 18:03:04, time: 1.517, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1166, s0.acc: 95.6990, s0.loss_bbox: 0.1991, s0.loss_mask: 0.2102, s1.loss_cls: 0.0540, s1.acc: 95.9134, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1058, s2.loss_cls: 0.0277, s2.acc: 95.6286, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0502, loss: 0.9367 2024-04-05 03:40:42,096 - mmdet - INFO - Epoch [31][1050/7330] lr: 4.612e-07, eta: 18:01:48, time: 1.509, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1284, s0.acc: 95.2742, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2118, s1.loss_cls: 0.0599, s1.acc: 95.5441, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1058, s2.loss_cls: 0.0300, s2.acc: 95.4127, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0500, loss: 0.9728 2024-04-05 03:41:59,341 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 03:41:59,342 - mmdet - INFO - Epoch [31][1100/7330] lr: 4.612e-07, eta: 18:00:33, time: 1.545, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1208, s0.acc: 95.5696, s0.loss_bbox: 0.1963, s0.loss_mask: 0.2069, s1.loss_cls: 0.0561, s1.acc: 95.7625, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1047, s2.loss_cls: 0.0283, s2.acc: 95.5935, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0499, loss: 0.9366 2024-04-05 03:43:14,120 - mmdet - INFO - Epoch [31][1150/7330] lr: 4.612e-07, eta: 17:59:17, time: 1.495, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1281, s0.acc: 95.3838, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2130, s1.loss_cls: 0.0589, s1.acc: 95.6260, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1069, s2.loss_cls: 0.0291, s2.acc: 95.5948, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0506, loss: 0.9756 2024-04-05 03:44:29,365 - mmdet - INFO - Epoch [31][1200/7330] lr: 4.612e-07, eta: 17:58:01, time: 1.505, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1168, s0.acc: 95.7148, s0.loss_bbox: 0.1919, s0.loss_mask: 0.2055, s1.loss_cls: 0.0542, s1.acc: 95.9314, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1034, s2.loss_cls: 0.0273, s2.acc: 95.7819, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0487, loss: 0.9185 2024-04-05 03:45:48,645 - mmdet - INFO - Epoch [31][1250/7330] lr: 4.612e-07, eta: 17:56:46, time: 1.586, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1199, s0.acc: 95.5630, s0.loss_bbox: 0.1977, s0.loss_mask: 0.2031, s1.loss_cls: 0.0559, s1.acc: 95.8101, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1030, s2.loss_cls: 0.0282, s2.acc: 95.7046, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0489, loss: 0.9312 2024-04-05 03:47:03,004 - mmdet - INFO - Epoch [31][1300/7330] lr: 4.612e-07, eta: 17:55:31, time: 1.487, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1198, s0.acc: 95.6099, s0.loss_bbox: 0.1966, s0.loss_mask: 0.2049, s1.loss_cls: 0.0552, s1.acc: 95.9297, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1030, s2.loss_cls: 0.0281, s2.acc: 95.7149, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0490, loss: 0.9305 2024-04-05 03:48:17,701 - mmdet - INFO - Epoch [31][1350/7330] lr: 4.612e-07, eta: 17:54:15, time: 1.494, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1301, s0.acc: 95.1858, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2105, s1.loss_cls: 0.0613, s1.acc: 95.4532, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1065, s2.loss_cls: 0.0311, s2.acc: 95.2298, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0503, loss: 0.9812 2024-04-05 03:49:30,301 - mmdet - INFO - Epoch [31][1400/7330] lr: 4.612e-07, eta: 17:52:59, time: 1.452, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1238, s0.acc: 95.3984, s0.loss_bbox: 0.1999, s0.loss_mask: 0.2071, s1.loss_cls: 0.0579, s1.acc: 95.5911, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1049, s2.loss_cls: 0.0293, s2.acc: 95.3410, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0500, loss: 0.9481 2024-04-05 03:50:40,424 - mmdet - INFO - Epoch [31][1450/7330] lr: 4.612e-07, eta: 17:51:42, time: 1.402, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1209, s0.acc: 95.5610, s0.loss_bbox: 0.1916, s0.loss_mask: 0.2128, s1.loss_cls: 0.0560, s1.acc: 95.8481, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1070, s2.loss_cls: 0.0279, s2.acc: 95.7530, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0504, loss: 0.9346 2024-04-05 03:51:55,496 - mmdet - INFO - Epoch [31][1500/7330] lr: 4.612e-07, eta: 17:50:26, time: 1.501, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1189, s0.acc: 95.6489, s0.loss_bbox: 0.1963, s0.loss_mask: 0.2090, s1.loss_cls: 0.0554, s1.acc: 95.8817, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1052, s2.loss_cls: 0.0279, s2.acc: 95.7245, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0497, loss: 0.9375 2024-04-05 03:53:14,292 - mmdet - INFO - Epoch [31][1550/7330] lr: 4.612e-07, eta: 17:49:11, time: 1.576, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1257, s0.acc: 95.3550, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2034, s1.loss_cls: 0.0573, s1.acc: 95.6880, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1037, s2.loss_cls: 0.0291, s2.acc: 95.4471, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0492, loss: 0.9584 2024-04-05 03:54:30,003 - mmdet - INFO - Epoch [31][1600/7330] lr: 4.612e-07, eta: 17:47:56, time: 1.514, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1215, s0.acc: 95.4922, s0.loss_bbox: 0.1985, s0.loss_mask: 0.2045, s1.loss_cls: 0.0563, s1.acc: 95.7361, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1035, s2.loss_cls: 0.0280, s2.acc: 95.6562, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0494, loss: 0.9394 2024-04-05 03:55:42,171 - mmdet - INFO - Epoch [31][1650/7330] lr: 4.612e-07, eta: 17:46:39, time: 1.443, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1185, s0.acc: 95.5764, s0.loss_bbox: 0.1933, s0.loss_mask: 0.2007, s1.loss_cls: 0.0554, s1.acc: 95.7630, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1014, s2.loss_cls: 0.0283, s2.acc: 95.6328, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0486, loss: 0.9205 2024-04-05 03:57:00,211 - mmdet - INFO - Epoch [31][1700/7330] lr: 4.612e-07, eta: 17:45:24, time: 1.561, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1271, s0.acc: 95.2705, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2064, s1.loss_cls: 0.0591, s1.acc: 95.6118, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1051, s2.loss_cls: 0.0300, s2.acc: 95.4132, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0500, loss: 0.9713 2024-04-05 03:58:17,886 - mmdet - INFO - Epoch [31][1750/7330] lr: 4.612e-07, eta: 17:44:09, time: 1.553, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1320, s0.acc: 95.1895, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2070, s1.loss_cls: 0.0619, s1.acc: 95.4082, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1052, s2.loss_cls: 0.0310, s2.acc: 95.2306, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0498, loss: 0.9844 2024-04-05 03:59:36,016 - mmdet - INFO - Epoch [31][1800/7330] lr: 4.612e-07, eta: 17:42:54, time: 1.563, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1202, s0.acc: 95.6174, s0.loss_bbox: 0.1929, s0.loss_mask: 0.2051, s1.loss_cls: 0.0557, s1.acc: 95.8638, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1034, s2.loss_cls: 0.0281, s2.acc: 95.7256, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0491, loss: 0.9260 2024-04-05 04:00:48,605 - mmdet - INFO - Epoch [31][1850/7330] lr: 4.612e-07, eta: 17:41:38, time: 1.452, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1168, s0.acc: 95.7375, s0.loss_bbox: 0.1920, s0.loss_mask: 0.1996, s1.loss_cls: 0.0544, s1.acc: 95.9289, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1014, s2.loss_cls: 0.0274, s2.acc: 95.7671, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0484, loss: 0.9133 2024-04-05 04:02:01,435 - mmdet - INFO - Epoch [31][1900/7330] lr: 4.612e-07, eta: 17:40:22, time: 1.457, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1202, s0.acc: 95.6316, s0.loss_bbox: 0.1946, s0.loss_mask: 0.2050, s1.loss_cls: 0.0554, s1.acc: 95.9158, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1039, s2.loss_cls: 0.0277, s2.acc: 95.7948, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0492, loss: 0.9271 2024-04-05 04:03:20,689 - mmdet - INFO - Epoch [31][1950/7330] lr: 4.612e-07, eta: 17:39:07, time: 1.585, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1226, s0.acc: 95.4744, s0.loss_bbox: 0.1993, s0.loss_mask: 0.2067, s1.loss_cls: 0.0568, s1.acc: 95.7226, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1048, s2.loss_cls: 0.0284, s2.acc: 95.5571, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0496, loss: 0.9437 2024-04-05 04:04:38,005 - mmdet - INFO - Epoch [31][2000/7330] lr: 4.612e-07, eta: 17:37:52, time: 1.546, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1315, s0.acc: 95.1973, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2109, s1.loss_cls: 0.0615, s1.acc: 95.3722, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1070, s2.loss_cls: 0.0308, s2.acc: 95.2126, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0510, loss: 0.9903 2024-04-05 04:05:54,367 - mmdet - INFO - Epoch [31][2050/7330] lr: 4.612e-07, eta: 17:36:36, time: 1.527, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1195, s0.acc: 95.6348, s0.loss_bbox: 0.1954, s0.loss_mask: 0.2037, s1.loss_cls: 0.0551, s1.acc: 95.8637, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1025, s2.loss_cls: 0.0276, s2.acc: 95.7301, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0489, loss: 0.9250 2024-04-05 04:07:08,712 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 04:07:08,713 - mmdet - INFO - Epoch [31][2100/7330] lr: 4.612e-07, eta: 17:35:20, time: 1.487, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1308, s0.acc: 95.2817, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2091, s1.loss_cls: 0.0618, s1.acc: 95.4360, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1048, s2.loss_cls: 0.0307, s2.acc: 95.4019, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0500, loss: 0.9672 2024-04-05 04:08:23,020 - mmdet - INFO - Epoch [31][2150/7330] lr: 4.612e-07, eta: 17:34:04, time: 1.486, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1195, s0.acc: 95.6685, s0.loss_bbox: 0.1930, s0.loss_mask: 0.2020, s1.loss_cls: 0.0554, s1.acc: 95.8825, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1024, s2.loss_cls: 0.0281, s2.acc: 95.7138, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0490, loss: 0.9194 2024-04-05 04:09:37,723 - mmdet - INFO - Epoch [31][2200/7330] lr: 4.612e-07, eta: 17:32:49, time: 1.494, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1297, s0.acc: 95.2986, s0.loss_bbox: 0.2011, s0.loss_mask: 0.2018, s1.loss_cls: 0.0607, s1.acc: 95.5306, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1009, s2.loss_cls: 0.0300, s2.acc: 95.5147, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0480, loss: 0.9523 2024-04-05 04:10:51,444 - mmdet - INFO - Epoch [31][2250/7330] lr: 4.612e-07, eta: 17:31:33, time: 1.475, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1276, s0.acc: 95.3799, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2079, s1.loss_cls: 0.0586, s1.acc: 95.6446, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1045, s2.loss_cls: 0.0296, s2.acc: 95.4490, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0500, loss: 0.9658 2024-04-05 04:12:06,590 - mmdet - INFO - Epoch [31][2300/7330] lr: 4.612e-07, eta: 17:30:17, time: 1.503, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1201, s0.acc: 95.5583, s0.loss_bbox: 0.1950, s0.loss_mask: 0.2045, s1.loss_cls: 0.0561, s1.acc: 95.8203, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1038, s2.loss_cls: 0.0285, s2.acc: 95.6583, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0496, loss: 0.9314 2024-04-05 04:13:22,992 - mmdet - INFO - Epoch [31][2350/7330] lr: 4.612e-07, eta: 17:29:02, time: 1.528, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1215, s0.acc: 95.4553, s0.loss_bbox: 0.1984, s0.loss_mask: 0.2099, s1.loss_cls: 0.0565, s1.acc: 95.7490, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1040, s2.loss_cls: 0.0285, s2.acc: 95.6224, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0496, loss: 0.9429 2024-04-05 04:14:38,938 - mmdet - INFO - Epoch [31][2400/7330] lr: 4.612e-07, eta: 17:27:46, time: 1.519, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1256, s0.acc: 95.2952, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2042, s1.loss_cls: 0.0598, s1.acc: 95.4960, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1027, s2.loss_cls: 0.0296, s2.acc: 95.4611, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0490, loss: 0.9471 2024-04-05 04:15:54,455 - mmdet - INFO - Epoch [31][2450/7330] lr: 4.612e-07, eta: 17:26:30, time: 1.510, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1297, s0.acc: 95.2393, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2104, s1.loss_cls: 0.0602, s1.acc: 95.5250, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1059, s2.loss_cls: 0.0302, s2.acc: 95.4297, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0501, loss: 0.9762 2024-04-05 04:17:09,778 - mmdet - INFO - Epoch [31][2500/7330] lr: 4.612e-07, eta: 17:25:15, time: 1.507, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1336, s0.acc: 95.2166, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2104, s1.loss_cls: 0.0627, s1.acc: 95.4581, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1064, s2.loss_cls: 0.0308, s2.acc: 95.3298, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0502, loss: 0.9901 2024-04-05 04:18:23,568 - mmdet - INFO - Epoch [31][2550/7330] lr: 4.612e-07, eta: 17:23:59, time: 1.476, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1245, s0.acc: 95.4709, s0.loss_bbox: 0.1999, s0.loss_mask: 0.2077, s1.loss_cls: 0.0585, s1.acc: 95.6418, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1051, s2.loss_cls: 0.0294, s2.acc: 95.4722, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0501, loss: 0.9497 2024-04-05 04:19:37,040 - mmdet - INFO - Epoch [31][2600/7330] lr: 4.612e-07, eta: 17:22:43, time: 1.469, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1265, s0.acc: 95.3032, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2077, s1.loss_cls: 0.0590, s1.acc: 95.5918, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1047, s2.loss_cls: 0.0294, s2.acc: 95.4858, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0498, loss: 0.9619 2024-04-05 04:20:56,686 - mmdet - INFO - Epoch [31][2650/7330] lr: 4.612e-07, eta: 17:21:28, time: 1.593, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1213, s0.acc: 95.5151, s0.loss_bbox: 0.1952, s0.loss_mask: 0.2065, s1.loss_cls: 0.0558, s1.acc: 95.7740, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1045, s2.loss_cls: 0.0280, s2.acc: 95.6654, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0498, loss: 0.9354 2024-04-05 04:22:12,900 - mmdet - INFO - Epoch [31][2700/7330] lr: 4.612e-07, eta: 17:20:13, time: 1.524, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1234, s0.acc: 95.5469, s0.loss_bbox: 0.1977, s0.loss_mask: 0.2018, s1.loss_cls: 0.0567, s1.acc: 95.7770, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1014, s2.loss_cls: 0.0290, s2.acc: 95.6337, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0483, loss: 0.9332 2024-04-05 04:23:29,463 - mmdet - INFO - Epoch [31][2750/7330] lr: 4.612e-07, eta: 17:18:57, time: 1.531, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1266, s0.acc: 95.3220, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2072, s1.loss_cls: 0.0589, s1.acc: 95.6336, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1044, s2.loss_cls: 0.0294, s2.acc: 95.3596, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0495, loss: 0.9603 2024-04-05 04:24:44,982 - mmdet - INFO - Epoch [31][2800/7330] lr: 4.612e-07, eta: 17:17:42, time: 1.510, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1223, s0.acc: 95.6006, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2036, s1.loss_cls: 0.0556, s1.acc: 95.9175, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1027, s2.loss_cls: 0.0283, s2.acc: 95.7880, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0490, loss: 0.9349 2024-04-05 04:25:56,261 - mmdet - INFO - Epoch [31][2850/7330] lr: 4.612e-07, eta: 17:16:25, time: 1.426, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1265, s0.acc: 95.3647, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2051, s1.loss_cls: 0.0576, s1.acc: 95.6966, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1037, s2.loss_cls: 0.0289, s2.acc: 95.5874, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0491, loss: 0.9573 2024-04-05 04:27:11,297 - mmdet - INFO - Epoch [31][2900/7330] lr: 4.612e-07, eta: 17:15:09, time: 1.501, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1261, s0.acc: 95.3586, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2073, s1.loss_cls: 0.0585, s1.acc: 95.5569, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1045, s2.loss_cls: 0.0294, s2.acc: 95.4979, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0495, loss: 0.9642 2024-04-05 04:28:28,410 - mmdet - INFO - Epoch [31][2950/7330] lr: 4.612e-07, eta: 17:13:54, time: 1.542, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1235, s0.acc: 95.4060, s0.loss_bbox: 0.2019, s0.loss_mask: 0.2053, s1.loss_cls: 0.0583, s1.acc: 95.6055, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1034, s2.loss_cls: 0.0294, s2.acc: 95.4406, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0491, loss: 0.9508 2024-04-05 04:29:42,837 - mmdet - INFO - Epoch [31][3000/7330] lr: 4.612e-07, eta: 17:12:38, time: 1.489, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1252, s0.acc: 95.4143, s0.loss_bbox: 0.2000, s0.loss_mask: 0.1993, s1.loss_cls: 0.0586, s1.acc: 95.5771, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1024, s2.loss_cls: 0.0294, s2.acc: 95.4886, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0491, loss: 0.9397 2024-04-05 04:30:59,043 - mmdet - INFO - Epoch [31][3050/7330] lr: 4.612e-07, eta: 17:11:23, time: 1.524, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1243, s0.acc: 95.5298, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2048, s1.loss_cls: 0.0584, s1.acc: 95.7393, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1042, s2.loss_cls: 0.0301, s2.acc: 95.5397, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0497, loss: 0.9563 2024-04-05 04:32:14,190 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 04:32:14,191 - mmdet - INFO - Epoch [31][3100/7330] lr: 4.612e-07, eta: 17:10:07, time: 1.503, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1239, s0.acc: 95.4343, s0.loss_bbox: 0.1964, s0.loss_mask: 0.2112, s1.loss_cls: 0.0585, s1.acc: 95.6630, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1059, s2.loss_cls: 0.0295, s2.acc: 95.5286, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0502, loss: 0.9521 2024-04-05 04:33:26,575 - mmdet - INFO - Epoch [31][3150/7330] lr: 4.612e-07, eta: 17:08:51, time: 1.448, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1192, s0.acc: 95.5647, s0.loss_bbox: 0.1949, s0.loss_mask: 0.2068, s1.loss_cls: 0.0555, s1.acc: 95.7906, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1049, s2.loss_cls: 0.0281, s2.acc: 95.6557, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0500, loss: 0.9299 2024-04-05 04:34:40,667 - mmdet - INFO - Epoch [31][3200/7330] lr: 4.612e-07, eta: 17:07:35, time: 1.482, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1217, s0.acc: 95.5886, s0.loss_bbox: 0.1951, s0.loss_mask: 0.2026, s1.loss_cls: 0.0571, s1.acc: 95.8035, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1025, s2.loss_cls: 0.0283, s2.acc: 95.6942, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0487, loss: 0.9311 2024-04-05 04:35:55,521 - mmdet - INFO - Epoch [31][3250/7330] lr: 4.612e-07, eta: 17:06:19, time: 1.497, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1191, s0.acc: 95.7036, s0.loss_bbox: 0.1990, s0.loss_mask: 0.2054, s1.loss_cls: 0.0550, s1.acc: 95.9509, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1039, s2.loss_cls: 0.0278, s2.acc: 95.8100, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0493, loss: 0.9314 2024-04-05 04:37:12,408 - mmdet - INFO - Epoch [31][3300/7330] lr: 4.612e-07, eta: 17:05:04, time: 1.538, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1286, s0.acc: 95.2957, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2064, s1.loss_cls: 0.0601, s1.acc: 95.4658, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1037, s2.loss_cls: 0.0305, s2.acc: 95.3038, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0494, loss: 0.9687 2024-04-05 04:38:22,503 - mmdet - INFO - Epoch [31][3350/7330] lr: 4.612e-07, eta: 17:03:47, time: 1.402, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1201, s0.acc: 95.5977, s0.loss_bbox: 0.1961, s0.loss_mask: 0.2043, s1.loss_cls: 0.0561, s1.acc: 95.8111, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1040, s2.loss_cls: 0.0286, s2.acc: 95.6041, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0496, loss: 0.9324 2024-04-05 04:39:36,702 - mmdet - INFO - Epoch [31][3400/7330] lr: 4.612e-07, eta: 17:02:32, time: 1.484, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1160, s0.acc: 95.7183, s0.loss_bbox: 0.1896, s0.loss_mask: 0.2025, s1.loss_cls: 0.0535, s1.acc: 96.0134, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1020, s2.loss_cls: 0.0273, s2.acc: 95.8047, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0488, loss: 0.9095 2024-04-05 04:40:55,478 - mmdet - INFO - Epoch [31][3450/7330] lr: 4.612e-07, eta: 17:01:17, time: 1.575, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1342, s0.acc: 95.1028, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2079, s1.loss_cls: 0.0613, s1.acc: 95.3870, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1051, s2.loss_cls: 0.0308, s2.acc: 95.2816, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0504, loss: 0.9781 2024-04-05 04:42:09,389 - mmdet - INFO - Epoch [31][3500/7330] lr: 4.612e-07, eta: 17:00:01, time: 1.478, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1230, s0.acc: 95.5281, s0.loss_bbox: 0.1962, s0.loss_mask: 0.2075, s1.loss_cls: 0.0571, s1.acc: 95.7824, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1047, s2.loss_cls: 0.0288, s2.acc: 95.6755, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0494, loss: 0.9428 2024-04-05 04:43:24,817 - mmdet - INFO - Epoch [31][3550/7330] lr: 4.612e-07, eta: 16:58:45, time: 1.509, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1309, s0.acc: 95.2517, s0.loss_bbox: 0.2039, s0.loss_mask: 0.2082, s1.loss_cls: 0.0620, s1.acc: 95.4872, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1049, s2.loss_cls: 0.0308, s2.acc: 95.4198, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0496, loss: 0.9705 2024-04-05 04:44:44,612 - mmdet - INFO - Epoch [31][3600/7330] lr: 4.612e-07, eta: 16:57:30, time: 1.595, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1284, s0.acc: 95.3372, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2107, s1.loss_cls: 0.0593, s1.acc: 95.5762, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1056, s2.loss_cls: 0.0298, s2.acc: 95.4528, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0502, loss: 0.9803 2024-04-05 04:46:02,148 - mmdet - INFO - Epoch [31][3650/7330] lr: 4.612e-07, eta: 16:56:15, time: 1.551, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1261, s0.acc: 95.4380, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2067, s1.loss_cls: 0.0578, s1.acc: 95.7821, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1037, s2.loss_cls: 0.0286, s2.acc: 95.5856, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0493, loss: 0.9491 2024-04-05 04:47:19,448 - mmdet - INFO - Epoch [31][3700/7330] lr: 4.612e-07, eta: 16:55:00, time: 1.546, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1245, s0.acc: 95.3735, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2097, s1.loss_cls: 0.0585, s1.acc: 95.5915, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1056, s2.loss_cls: 0.0293, s2.acc: 95.4964, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0498, loss: 0.9568 2024-04-05 04:48:37,169 - mmdet - INFO - Epoch [31][3750/7330] lr: 4.612e-07, eta: 16:53:44, time: 1.554, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1236, s0.acc: 95.4055, s0.loss_bbox: 0.2017, s0.loss_mask: 0.2069, s1.loss_cls: 0.0577, s1.acc: 95.6395, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1046, s2.loss_cls: 0.0298, s2.acc: 95.3966, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0497, loss: 0.9527 2024-04-05 04:49:52,990 - mmdet - INFO - Epoch [31][3800/7330] lr: 4.612e-07, eta: 16:52:29, time: 1.516, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1163, s0.acc: 95.6882, s0.loss_bbox: 0.1960, s0.loss_mask: 0.1965, s1.loss_cls: 0.0540, s1.acc: 95.8861, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0998, s2.loss_cls: 0.0274, s2.acc: 95.7014, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0477, loss: 0.9127 2024-04-05 04:51:12,252 - mmdet - INFO - Epoch [31][3850/7330] lr: 4.612e-07, eta: 16:51:14, time: 1.585, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1277, s0.acc: 95.3623, s0.loss_bbox: 0.2035, s0.loss_mask: 0.2082, s1.loss_cls: 0.0593, s1.acc: 95.5749, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1047, s2.loss_cls: 0.0297, s2.acc: 95.3716, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0497, loss: 0.9630 2024-04-05 04:52:29,853 - mmdet - INFO - Epoch [31][3900/7330] lr: 4.612e-07, eta: 16:49:59, time: 1.552, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1254, s0.acc: 95.4695, s0.loss_bbox: 0.2026, s0.loss_mask: 0.2065, s1.loss_cls: 0.0576, s1.acc: 95.7787, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1043, s2.loss_cls: 0.0291, s2.acc: 95.6286, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0498, loss: 0.9550 2024-04-05 04:53:45,784 - mmdet - INFO - Epoch [31][3950/7330] lr: 4.612e-07, eta: 16:48:43, time: 1.518, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1247, s0.acc: 95.4871, s0.loss_bbox: 0.2003, s0.loss_mask: 0.2035, s1.loss_cls: 0.0579, s1.acc: 95.7675, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1028, s2.loss_cls: 0.0293, s2.acc: 95.5644, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0487, loss: 0.9475 2024-04-05 04:55:05,160 - mmdet - INFO - Epoch [31][4000/7330] lr: 4.612e-07, eta: 16:47:28, time: 1.588, data_time: 0.045, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1232, s0.acc: 95.5283, s0.loss_bbox: 0.1966, s0.loss_mask: 0.2049, s1.loss_cls: 0.0566, s1.acc: 95.8470, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1034, s2.loss_cls: 0.0286, s2.acc: 95.6560, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0490, loss: 0.9356 2024-04-05 04:56:24,667 - mmdet - INFO - Epoch [31][4050/7330] lr: 4.612e-07, eta: 16:46:13, time: 1.590, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1257, s0.acc: 95.3467, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2089, s1.loss_cls: 0.0574, s1.acc: 95.7407, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1062, s2.loss_cls: 0.0292, s2.acc: 95.4536, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0502, loss: 0.9739 2024-04-05 04:57:43,485 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 04:57:43,486 - mmdet - INFO - Epoch [31][4100/7330] lr: 4.612e-07, eta: 16:44:58, time: 1.577, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1249, s0.acc: 95.4285, s0.loss_bbox: 0.1978, s0.loss_mask: 0.2069, s1.loss_cls: 0.0582, s1.acc: 95.6482, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1041, s2.loss_cls: 0.0292, s2.acc: 95.5592, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0493, loss: 0.9478 2024-04-05 04:59:00,421 - mmdet - INFO - Epoch [31][4150/7330] lr: 4.612e-07, eta: 16:43:43, time: 1.539, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1287, s0.acc: 95.3137, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2086, s1.loss_cls: 0.0600, s1.acc: 95.5491, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1045, s2.loss_cls: 0.0301, s2.acc: 95.3690, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0496, loss: 0.9763 2024-04-05 05:00:18,138 - mmdet - INFO - Epoch [31][4200/7330] lr: 4.612e-07, eta: 16:42:28, time: 1.554, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1230, s0.acc: 95.4077, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2109, s1.loss_cls: 0.0576, s1.acc: 95.6698, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1063, s2.loss_cls: 0.0295, s2.acc: 95.4569, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0504, loss: 0.9709 2024-04-05 05:01:33,105 - mmdet - INFO - Epoch [31][4250/7330] lr: 4.612e-07, eta: 16:41:12, time: 1.499, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1227, s0.acc: 95.5046, s0.loss_bbox: 0.2011, s0.loss_mask: 0.2060, s1.loss_cls: 0.0568, s1.acc: 95.7508, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1047, s2.loss_cls: 0.0286, s2.acc: 95.5441, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0498, loss: 0.9478 2024-04-05 05:02:45,773 - mmdet - INFO - Epoch [31][4300/7330] lr: 4.612e-07, eta: 16:39:56, time: 1.453, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1221, s0.acc: 95.5251, s0.loss_bbox: 0.1985, s0.loss_mask: 0.2003, s1.loss_cls: 0.0571, s1.acc: 95.7840, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1017, s2.loss_cls: 0.0288, s2.acc: 95.5446, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0483, loss: 0.9343 2024-04-05 05:04:01,799 - mmdet - INFO - Epoch [31][4350/7330] lr: 4.612e-07, eta: 16:38:40, time: 1.521, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1241, s0.acc: 95.4636, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2053, s1.loss_cls: 0.0577, s1.acc: 95.7105, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1033, s2.loss_cls: 0.0289, s2.acc: 95.6016, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0491, loss: 0.9466 2024-04-05 05:05:19,321 - mmdet - INFO - Epoch [31][4400/7330] lr: 4.612e-07, eta: 16:37:25, time: 1.550, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1219, s0.acc: 95.6128, s0.loss_bbox: 0.1966, s0.loss_mask: 0.2043, s1.loss_cls: 0.0575, s1.acc: 95.7675, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1027, s2.loss_cls: 0.0291, s2.acc: 95.5600, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0492, loss: 0.9343 2024-04-05 05:06:33,059 - mmdet - INFO - Epoch [31][4450/7330] lr: 4.612e-07, eta: 16:36:09, time: 1.475, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1270, s0.acc: 95.3718, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2068, s1.loss_cls: 0.0592, s1.acc: 95.6295, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1036, s2.loss_cls: 0.0296, s2.acc: 95.4875, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0491, loss: 0.9561 2024-04-05 05:07:48,786 - mmdet - INFO - Epoch [31][4500/7330] lr: 4.612e-07, eta: 16:34:54, time: 1.515, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1205, s0.acc: 95.4971, s0.loss_bbox: 0.2013, s0.loss_mask: 0.2049, s1.loss_cls: 0.0557, s1.acc: 95.7641, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1042, s2.loss_cls: 0.0286, s2.acc: 95.5705, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0494, loss: 0.9429 2024-04-05 05:09:06,626 - mmdet - INFO - Epoch [31][4550/7330] lr: 4.612e-07, eta: 16:33:38, time: 1.557, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1260, s0.acc: 95.4275, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2041, s1.loss_cls: 0.0588, s1.acc: 95.6776, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1029, s2.loss_cls: 0.0297, s2.acc: 95.4972, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0487, loss: 0.9497 2024-04-05 05:10:20,485 - mmdet - INFO - Epoch [31][4600/7330] lr: 4.612e-07, eta: 16:32:22, time: 1.477, data_time: 0.045, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1181, s0.acc: 95.6047, s0.loss_bbox: 0.1961, s0.loss_mask: 0.2007, s1.loss_cls: 0.0548, s1.acc: 95.7964, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1018, s2.loss_cls: 0.0278, s2.acc: 95.6882, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0488, loss: 0.9249 2024-04-05 05:11:33,474 - mmdet - INFO - Epoch [31][4650/7330] lr: 4.612e-07, eta: 16:31:06, time: 1.460, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1248, s0.acc: 95.4053, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2085, s1.loss_cls: 0.0571, s1.acc: 95.7399, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1045, s2.loss_cls: 0.0288, s2.acc: 95.6209, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0496, loss: 0.9585 2024-04-05 05:12:46,957 - mmdet - INFO - Epoch [31][4700/7330] lr: 4.612e-07, eta: 16:29:50, time: 1.470, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1162, s0.acc: 95.6738, s0.loss_bbox: 0.1978, s0.loss_mask: 0.2069, s1.loss_cls: 0.0540, s1.acc: 95.8529, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1040, s2.loss_cls: 0.0276, s2.acc: 95.7717, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0495, loss: 0.9296 2024-04-05 05:14:02,460 - mmdet - INFO - Epoch [31][4750/7330] lr: 4.612e-07, eta: 16:28:35, time: 1.510, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1222, s0.acc: 95.5093, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2060, s1.loss_cls: 0.0564, s1.acc: 95.7599, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1033, s2.loss_cls: 0.0290, s2.acc: 95.5653, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0490, loss: 0.9405 2024-04-05 05:15:19,708 - mmdet - INFO - Epoch [31][4800/7330] lr: 4.612e-07, eta: 16:27:20, time: 1.545, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1284, s0.acc: 95.3442, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2081, s1.loss_cls: 0.0600, s1.acc: 95.5825, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1050, s2.loss_cls: 0.0301, s2.acc: 95.4632, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0499, loss: 0.9706 2024-04-05 05:16:33,508 - mmdet - INFO - Epoch [31][4850/7330] lr: 4.612e-07, eta: 16:26:04, time: 1.476, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1304, s0.acc: 95.3064, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2099, s1.loss_cls: 0.0607, s1.acc: 95.5293, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1053, s2.loss_cls: 0.0303, s2.acc: 95.4307, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0501, loss: 0.9717 2024-04-05 05:17:50,351 - mmdet - INFO - Epoch [31][4900/7330] lr: 4.612e-07, eta: 16:24:48, time: 1.537, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1258, s0.acc: 95.3845, s0.loss_bbox: 0.2010, s0.loss_mask: 0.2042, s1.loss_cls: 0.0593, s1.acc: 95.5495, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1023, s2.loss_cls: 0.0292, s2.acc: 95.4417, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0481, loss: 0.9460 2024-04-05 05:19:04,262 - mmdet - INFO - Epoch [31][4950/7330] lr: 4.612e-07, eta: 16:23:32, time: 1.478, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1254, s0.acc: 95.3640, s0.loss_bbox: 0.2006, s0.loss_mask: 0.2036, s1.loss_cls: 0.0574, s1.acc: 95.6908, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1031, s2.loss_cls: 0.0291, s2.acc: 95.6129, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0493, loss: 0.9444 2024-04-05 05:20:20,312 - mmdet - INFO - Epoch [31][5000/7330] lr: 4.612e-07, eta: 16:22:17, time: 1.521, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1190, s0.acc: 95.6992, s0.loss_bbox: 0.1914, s0.loss_mask: 0.2009, s1.loss_cls: 0.0544, s1.acc: 95.9992, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1017, s2.loss_cls: 0.0277, s2.acc: 95.8250, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0480, loss: 0.9139 2024-04-05 05:21:36,558 - mmdet - INFO - Epoch [31][5050/7330] lr: 4.612e-07, eta: 16:21:01, time: 1.525, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1203, s0.acc: 95.5085, s0.loss_bbox: 0.2040, s0.loss_mask: 0.2094, s1.loss_cls: 0.0566, s1.acc: 95.6896, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1043, s2.loss_cls: 0.0284, s2.acc: 95.6036, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0493, loss: 0.9474 2024-04-05 05:22:53,625 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 05:22:53,625 - mmdet - INFO - Epoch [31][5100/7330] lr: 4.612e-07, eta: 16:19:46, time: 1.541, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1191, s0.acc: 95.6038, s0.loss_bbox: 0.1969, s0.loss_mask: 0.2066, s1.loss_cls: 0.0546, s1.acc: 95.8823, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1046, s2.loss_cls: 0.0278, s2.acc: 95.7460, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0495, loss: 0.9356 2024-04-05 05:24:07,753 - mmdet - INFO - Epoch [31][5150/7330] lr: 4.612e-07, eta: 16:18:30, time: 1.483, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1230, s0.acc: 95.5569, s0.loss_bbox: 0.1956, s0.loss_mask: 0.2058, s1.loss_cls: 0.0561, s1.acc: 95.8998, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1036, s2.loss_cls: 0.0282, s2.acc: 95.7332, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0492, loss: 0.9323 2024-04-05 05:25:18,657 - mmdet - INFO - Epoch [31][5200/7330] lr: 4.612e-07, eta: 16:17:14, time: 1.418, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1331, s0.acc: 95.1311, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2137, s1.loss_cls: 0.0619, s1.acc: 95.3286, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1069, s2.loss_cls: 0.0309, s2.acc: 95.2272, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0507, loss: 0.9926 2024-04-05 05:26:32,820 - mmdet - INFO - Epoch [31][5250/7330] lr: 4.612e-07, eta: 16:15:58, time: 1.483, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1228, s0.acc: 95.4807, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2050, s1.loss_cls: 0.0568, s1.acc: 95.7772, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1044, s2.loss_cls: 0.0287, s2.acc: 95.5919, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0495, loss: 0.9460 2024-04-05 05:27:47,014 - mmdet - INFO - Epoch [31][5300/7330] lr: 4.612e-07, eta: 16:14:42, time: 1.484, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1240, s0.acc: 95.4385, s0.loss_bbox: 0.2039, s0.loss_mask: 0.2042, s1.loss_cls: 0.0564, s1.acc: 95.7984, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1038, s2.loss_cls: 0.0285, s2.acc: 95.5499, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0493, loss: 0.9491 2024-04-05 05:28:59,862 - mmdet - INFO - Epoch [31][5350/7330] lr: 4.612e-07, eta: 16:13:26, time: 1.457, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1216, s0.acc: 95.5105, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2056, s1.loss_cls: 0.0553, s1.acc: 95.8857, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1042, s2.loss_cls: 0.0284, s2.acc: 95.6221, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0496, loss: 0.9479 2024-04-05 05:30:16,469 - mmdet - INFO - Epoch [31][5400/7330] lr: 4.612e-07, eta: 16:12:11, time: 1.532, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1208, s0.acc: 95.5242, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2011, s1.loss_cls: 0.0546, s1.acc: 95.8454, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1025, s2.loss_cls: 0.0277, s2.acc: 95.7259, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0490, loss: 0.9290 2024-04-05 05:31:29,678 - mmdet - INFO - Epoch [31][5450/7330] lr: 4.612e-07, eta: 16:10:55, time: 1.464, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1260, s0.acc: 95.3152, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2076, s1.loss_cls: 0.0580, s1.acc: 95.6473, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1052, s2.loss_cls: 0.0296, s2.acc: 95.4508, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0501, loss: 0.9713 2024-04-05 05:32:43,669 - mmdet - INFO - Epoch [31][5500/7330] lr: 4.612e-07, eta: 16:09:39, time: 1.480, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1225, s0.acc: 95.4966, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2041, s1.loss_cls: 0.0562, s1.acc: 95.7980, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1034, s2.loss_cls: 0.0280, s2.acc: 95.7630, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0492, loss: 0.9459 2024-04-05 05:34:00,373 - mmdet - INFO - Epoch [31][5550/7330] lr: 4.612e-07, eta: 16:08:23, time: 1.534, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1188, s0.acc: 95.6423, s0.loss_bbox: 0.1973, s0.loss_mask: 0.2073, s1.loss_cls: 0.0557, s1.acc: 95.8577, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1030, s2.loss_cls: 0.0279, s2.acc: 95.6813, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0487, loss: 0.9313 2024-04-05 05:35:15,431 - mmdet - INFO - Epoch [31][5600/7330] lr: 4.612e-07, eta: 16:07:08, time: 1.502, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1207, s0.acc: 95.5054, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2071, s1.loss_cls: 0.0568, s1.acc: 95.7457, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1048, s2.loss_cls: 0.0289, s2.acc: 95.5401, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0499, loss: 0.9435 2024-04-05 05:36:28,230 - mmdet - INFO - Epoch [31][5650/7330] lr: 4.612e-07, eta: 16:05:51, time: 1.456, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1213, s0.acc: 95.5869, s0.loss_bbox: 0.1955, s0.loss_mask: 0.2065, s1.loss_cls: 0.0563, s1.acc: 95.7865, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1047, s2.loss_cls: 0.0285, s2.acc: 95.5729, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0500, loss: 0.9358 2024-04-05 05:37:44,181 - mmdet - INFO - Epoch [31][5700/7330] lr: 4.612e-07, eta: 16:04:36, time: 1.519, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1242, s0.acc: 95.4705, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2052, s1.loss_cls: 0.0578, s1.acc: 95.7543, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1026, s2.loss_cls: 0.0290, s2.acc: 95.5629, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0487, loss: 0.9406 2024-04-05 05:38:59,858 - mmdet - INFO - Epoch [31][5750/7330] lr: 4.612e-07, eta: 16:03:20, time: 1.514, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1198, s0.acc: 95.6399, s0.loss_bbox: 0.1907, s0.loss_mask: 0.2025, s1.loss_cls: 0.0565, s1.acc: 95.7913, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1028, s2.loss_cls: 0.0282, s2.acc: 95.6110, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0490, loss: 0.9198 2024-04-05 05:40:16,226 - mmdet - INFO - Epoch [31][5800/7330] lr: 4.612e-07, eta: 16:02:05, time: 1.527, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1293, s0.acc: 95.2473, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2084, s1.loss_cls: 0.0612, s1.acc: 95.4088, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1049, s2.loss_cls: 0.0305, s2.acc: 95.3438, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0494, loss: 0.9725 2024-04-05 05:41:36,804 - mmdet - INFO - Epoch [31][5850/7330] lr: 4.612e-07, eta: 16:00:50, time: 1.612, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1233, s0.acc: 95.4995, s0.loss_bbox: 0.2007, s0.loss_mask: 0.2051, s1.loss_cls: 0.0571, s1.acc: 95.7495, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1038, s2.loss_cls: 0.0289, s2.acc: 95.5500, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0494, loss: 0.9435 2024-04-05 05:42:51,925 - mmdet - INFO - Epoch [31][5900/7330] lr: 4.612e-07, eta: 15:59:34, time: 1.502, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1169, s0.acc: 95.7227, s0.loss_bbox: 0.1925, s0.loss_mask: 0.2031, s1.loss_cls: 0.0546, s1.acc: 95.9102, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1029, s2.loss_cls: 0.0271, s2.acc: 95.8032, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0490, loss: 0.9167 2024-04-05 05:44:07,802 - mmdet - INFO - Epoch [31][5950/7330] lr: 4.612e-07, eta: 15:58:19, time: 1.518, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1199, s0.acc: 95.5691, s0.loss_bbox: 0.1975, s0.loss_mask: 0.2041, s1.loss_cls: 0.0556, s1.acc: 95.8094, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1031, s2.loss_cls: 0.0287, s2.acc: 95.6481, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0492, loss: 0.9323 2024-04-05 05:45:22,706 - mmdet - INFO - Epoch [31][6000/7330] lr: 4.612e-07, eta: 15:57:03, time: 1.498, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1213, s0.acc: 95.5876, s0.loss_bbox: 0.1937, s0.loss_mask: 0.2053, s1.loss_cls: 0.0565, s1.acc: 95.8852, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1043, s2.loss_cls: 0.0286, s2.acc: 95.6701, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0496, loss: 0.9295 2024-04-05 05:46:41,095 - mmdet - INFO - Epoch [31][6050/7330] lr: 4.612e-07, eta: 15:55:48, time: 1.568, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1257, s0.acc: 95.4062, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2086, s1.loss_cls: 0.0584, s1.acc: 95.6550, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1055, s2.loss_cls: 0.0299, s2.acc: 95.3864, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0504, loss: 0.9664 2024-04-05 05:47:56,584 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 05:47:56,585 - mmdet - INFO - Epoch [31][6100/7330] lr: 4.612e-07, eta: 15:54:32, time: 1.510, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1240, s0.acc: 95.4951, s0.loss_bbox: 0.1994, s0.loss_mask: 0.2047, s1.loss_cls: 0.0574, s1.acc: 95.7299, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1039, s2.loss_cls: 0.0292, s2.acc: 95.5742, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0493, loss: 0.9449 2024-04-05 05:49:10,246 - mmdet - INFO - Epoch [31][6150/7330] lr: 4.612e-07, eta: 15:53:17, time: 1.473, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1234, s0.acc: 95.4536, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2021, s1.loss_cls: 0.0582, s1.acc: 95.6579, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1023, s2.loss_cls: 0.0292, s2.acc: 95.5251, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0487, loss: 0.9372 2024-04-05 05:50:28,611 - mmdet - INFO - Epoch [31][6200/7330] lr: 4.612e-07, eta: 15:52:01, time: 1.567, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1203, s0.acc: 95.5742, s0.loss_bbox: 0.1977, s0.loss_mask: 0.2015, s1.loss_cls: 0.0562, s1.acc: 95.8387, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1022, s2.loss_cls: 0.0285, s2.acc: 95.6620, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0486, loss: 0.9294 2024-04-05 05:51:44,415 - mmdet - INFO - Epoch [31][6250/7330] lr: 4.612e-07, eta: 15:50:46, time: 1.516, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1201, s0.acc: 95.5742, s0.loss_bbox: 0.1969, s0.loss_mask: 0.2029, s1.loss_cls: 0.0559, s1.acc: 95.8047, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1035, s2.loss_cls: 0.0283, s2.acc: 95.6058, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0489, loss: 0.9300 2024-04-05 05:53:00,980 - mmdet - INFO - Epoch [31][6300/7330] lr: 4.612e-07, eta: 15:49:30, time: 1.531, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1259, s0.acc: 95.2310, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2100, s1.loss_cls: 0.0587, s1.acc: 95.5164, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1057, s2.loss_cls: 0.0298, s2.acc: 95.3184, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0502, loss: 0.9789 2024-04-05 05:54:16,329 - mmdet - INFO - Epoch [31][6350/7330] lr: 4.612e-07, eta: 15:48:15, time: 1.507, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1213, s0.acc: 95.6074, s0.loss_bbox: 0.1993, s0.loss_mask: 0.2034, s1.loss_cls: 0.0563, s1.acc: 95.7856, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1034, s2.loss_cls: 0.0282, s2.acc: 95.7134, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0491, loss: 0.9396 2024-04-05 05:55:29,513 - mmdet - INFO - Epoch [31][6400/7330] lr: 4.612e-07, eta: 15:46:59, time: 1.464, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1192, s0.acc: 95.5535, s0.loss_bbox: 0.1994, s0.loss_mask: 0.2067, s1.loss_cls: 0.0548, s1.acc: 95.8954, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1046, s2.loss_cls: 0.0278, s2.acc: 95.7226, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0498, loss: 0.9388 2024-04-05 05:56:44,672 - mmdet - INFO - Epoch [31][6450/7330] lr: 4.612e-07, eta: 15:45:43, time: 1.503, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1210, s0.acc: 95.5291, s0.loss_bbox: 0.2000, s0.loss_mask: 0.2031, s1.loss_cls: 0.0566, s1.acc: 95.7402, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1034, s2.loss_cls: 0.0285, s2.acc: 95.6252, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0491, loss: 0.9378 2024-04-05 05:57:57,224 - mmdet - INFO - Epoch [31][6500/7330] lr: 4.612e-07, eta: 15:44:27, time: 1.451, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1235, s0.acc: 95.5029, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2052, s1.loss_cls: 0.0568, s1.acc: 95.7831, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1036, s2.loss_cls: 0.0286, s2.acc: 95.6405, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0491, loss: 0.9500 2024-04-05 05:59:13,376 - mmdet - INFO - Epoch [31][6550/7330] lr: 4.612e-07, eta: 15:43:11, time: 1.523, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1317, s0.acc: 95.0769, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2059, s1.loss_cls: 0.0611, s1.acc: 95.3079, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1038, s2.loss_cls: 0.0312, s2.acc: 95.1222, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0490, loss: 0.9921 2024-04-05 06:00:25,985 - mmdet - INFO - Epoch [31][6600/7330] lr: 4.612e-07, eta: 15:41:55, time: 1.452, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1226, s0.acc: 95.5188, s0.loss_bbox: 0.1947, s0.loss_mask: 0.2021, s1.loss_cls: 0.0569, s1.acc: 95.7485, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1020, s2.loss_cls: 0.0287, s2.acc: 95.6228, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0484, loss: 0.9289 2024-04-05 06:01:40,442 - mmdet - INFO - Epoch [31][6650/7330] lr: 4.612e-07, eta: 15:40:40, time: 1.489, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1298, s0.acc: 95.2251, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2073, s1.loss_cls: 0.0607, s1.acc: 95.5011, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1047, s2.loss_cls: 0.0309, s2.acc: 95.3484, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0499, loss: 0.9721 2024-04-05 06:02:53,262 - mmdet - INFO - Epoch [31][6700/7330] lr: 4.612e-07, eta: 15:39:24, time: 1.456, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1258, s0.acc: 95.3813, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2132, s1.loss_cls: 0.0583, s1.acc: 95.6192, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1069, s2.loss_cls: 0.0290, s2.acc: 95.4649, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0509, loss: 0.9798 2024-04-05 06:04:08,730 - mmdet - INFO - Epoch [31][6750/7330] lr: 4.612e-07, eta: 15:38:08, time: 1.509, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1273, s0.acc: 95.2759, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2054, s1.loss_cls: 0.0592, s1.acc: 95.5730, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1042, s2.loss_cls: 0.0299, s2.acc: 95.4563, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0493, loss: 0.9640 2024-04-05 06:05:21,894 - mmdet - INFO - Epoch [31][6800/7330] lr: 4.612e-07, eta: 15:36:52, time: 1.463, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1213, s0.acc: 95.5737, s0.loss_bbox: 0.1957, s0.loss_mask: 0.2020, s1.loss_cls: 0.0561, s1.acc: 95.8085, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1027, s2.loss_cls: 0.0282, s2.acc: 95.6179, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0489, loss: 0.9269 2024-04-05 06:06:35,273 - mmdet - INFO - Epoch [31][6850/7330] lr: 4.612e-07, eta: 15:35:36, time: 1.468, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1212, s0.acc: 95.5718, s0.loss_bbox: 0.1924, s0.loss_mask: 0.2016, s1.loss_cls: 0.0565, s1.acc: 95.8462, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1020, s2.loss_cls: 0.0284, s2.acc: 95.7172, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0484, loss: 0.9194 2024-04-05 06:07:50,249 - mmdet - INFO - Epoch [31][6900/7330] lr: 4.612e-07, eta: 15:34:20, time: 1.499, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1274, s0.acc: 95.2673, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2097, s1.loss_cls: 0.0590, s1.acc: 95.4572, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1057, s2.loss_cls: 0.0301, s2.acc: 95.2446, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0503, loss: 0.9718 2024-04-05 06:09:05,288 - mmdet - INFO - Epoch [31][6950/7330] lr: 4.612e-07, eta: 15:33:05, time: 1.501, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1287, s0.acc: 95.3274, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2105, s1.loss_cls: 0.0591, s1.acc: 95.6699, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1071, s2.loss_cls: 0.0296, s2.acc: 95.4781, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0508, loss: 0.9759 2024-04-05 06:10:20,255 - mmdet - INFO - Epoch [31][7000/7330] lr: 4.612e-07, eta: 15:31:49, time: 1.499, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1145, s0.acc: 95.8372, s0.loss_bbox: 0.1876, s0.loss_mask: 0.2048, s1.loss_cls: 0.0537, s1.acc: 96.0238, s1.loss_bbox: 0.0905, s1.loss_mask: 0.1039, s2.loss_cls: 0.0271, s2.acc: 95.8190, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0494, loss: 0.9071 2024-04-05 06:11:34,023 - mmdet - INFO - Epoch [31][7050/7330] lr: 4.612e-07, eta: 15:30:33, time: 1.475, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1315, s0.acc: 95.2390, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2125, s1.loss_cls: 0.0599, s1.acc: 95.5428, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1066, s2.loss_cls: 0.0299, s2.acc: 95.3592, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0504, loss: 0.9905 2024-04-05 06:12:48,452 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 06:12:48,452 - mmdet - INFO - Epoch [31][7100/7330] lr: 4.612e-07, eta: 15:29:17, time: 1.489, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1228, s0.acc: 95.5005, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2094, s1.loss_cls: 0.0573, s1.acc: 95.6720, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1053, s2.loss_cls: 0.0291, s2.acc: 95.5080, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0499, loss: 0.9532 2024-04-05 06:14:01,747 - mmdet - INFO - Epoch [31][7150/7330] lr: 4.612e-07, eta: 15:28:01, time: 1.466, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1231, s0.acc: 95.4236, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2053, s1.loss_cls: 0.0574, s1.acc: 95.6855, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1045, s2.loss_cls: 0.0289, s2.acc: 95.5121, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0495, loss: 0.9466 2024-04-05 06:15:16,671 - mmdet - INFO - Epoch [31][7200/7330] lr: 4.612e-07, eta: 15:26:46, time: 1.498, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1216, s0.acc: 95.5305, s0.loss_bbox: 0.1938, s0.loss_mask: 0.2011, s1.loss_cls: 0.0579, s1.acc: 95.6740, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1024, s2.loss_cls: 0.0292, s2.acc: 95.5653, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0489, loss: 0.9284 2024-04-05 06:16:36,135 - mmdet - INFO - Epoch [31][7250/7330] lr: 4.612e-07, eta: 15:25:31, time: 1.589, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1264, s0.acc: 95.3245, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2095, s1.loss_cls: 0.0590, s1.acc: 95.5346, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1051, s2.loss_cls: 0.0300, s2.acc: 95.4051, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0498, loss: 0.9684 2024-04-05 06:17:48,592 - mmdet - INFO - Epoch [31][7300/7330] lr: 4.612e-07, eta: 15:24:14, time: 1.449, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1233, s0.acc: 95.4878, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2065, s1.loss_cls: 0.0571, s1.acc: 95.6932, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1047, s2.loss_cls: 0.0293, s2.acc: 95.4930, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0497, loss: 0.9514 2024-04-05 06:18:31,287 - mmdet - INFO - Saving checkpoint at 31 epochs 2024-04-05 06:26:09,885 - mmdet - INFO - Evaluating bbox... 2024-04-05 06:26:46,636 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.527 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.713 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.571 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 ] = 0.565 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.674 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.651 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.651 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.651 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.485 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.686 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.787 2024-04-05 06:26:46,636 - mmdet - INFO - Evaluating segm... 2024-04-05 06:27:30,784 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.457 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.690 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.497 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.259 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.491 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 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.405 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.606 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.720 2024-04-05 06:27:31,326 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 06:27:31,328 - mmdet - INFO - Epoch(val) [31][1250] bbox_mAP: 0.5270, bbox_mAP_50: 0.7130, bbox_mAP_75: 0.5710, bbox_mAP_s: 0.3500, bbox_mAP_m: 0.5650, bbox_mAP_l: 0.6740, bbox_mAP_copypaste: 0.527 0.713 0.571 0.350 0.565 0.674, segm_mAP: 0.4570, segm_mAP_50: 0.6900, segm_mAP_75: 0.4970, segm_mAP_s: 0.2590, segm_mAP_m: 0.4910, segm_mAP_l: 0.6380, segm_mAP_copypaste: 0.457 0.690 0.497 0.259 0.491 0.638 2024-04-05 06:28:45,308 - mmdet - INFO - Epoch [32][50/7330] lr: 4.612e-07, eta: 15:22:06, time: 1.479, data_time: 0.116, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1222, s0.acc: 95.5068, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2055, s1.loss_cls: 0.0566, s1.acc: 95.7393, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1033, s2.loss_cls: 0.0286, s2.acc: 95.5931, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0494, loss: 0.9462 2024-04-05 06:30:00,253 - mmdet - INFO - Epoch [32][100/7330] lr: 4.612e-07, eta: 15:20:50, time: 1.499, data_time: 0.044, memory: 29881, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1225, s0.acc: 95.5447, s0.loss_bbox: 0.1946, s0.loss_mask: 0.2053, s1.loss_cls: 0.0573, s1.acc: 95.7326, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1035, s2.loss_cls: 0.0287, s2.acc: 95.6586, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0491, loss: 0.9331 2024-04-05 06:31:15,647 - mmdet - INFO - Epoch [32][150/7330] lr: 4.612e-07, eta: 15:19:35, time: 1.508, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1233, s0.acc: 95.4795, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2059, s1.loss_cls: 0.0570, s1.acc: 95.7762, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1034, s2.loss_cls: 0.0289, s2.acc: 95.5660, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0492, loss: 0.9522 2024-04-05 06:32:30,670 - mmdet - INFO - Epoch [32][200/7330] lr: 4.612e-07, eta: 15:18:19, time: 1.500, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1264, s0.acc: 95.4146, s0.loss_bbox: 0.1993, s0.loss_mask: 0.2078, s1.loss_cls: 0.0593, s1.acc: 95.6353, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1043, s2.loss_cls: 0.0295, s2.acc: 95.5633, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0489, loss: 0.9497 2024-04-05 06:33:49,155 - mmdet - INFO - Epoch [32][250/7330] lr: 4.612e-07, eta: 15:17:04, time: 1.570, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1270, s0.acc: 95.3042, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2056, s1.loss_cls: 0.0591, s1.acc: 95.6162, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1039, s2.loss_cls: 0.0299, s2.acc: 95.4214, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0496, loss: 0.9617 2024-04-05 06:35:03,956 - mmdet - INFO - Epoch [32][300/7330] lr: 4.612e-07, eta: 15:15:48, time: 1.496, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1168, s0.acc: 95.6804, s0.loss_bbox: 0.1942, s0.loss_mask: 0.2074, s1.loss_cls: 0.0541, s1.acc: 95.9299, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1057, s2.loss_cls: 0.0281, s2.acc: 95.6882, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0505, loss: 0.9302 2024-04-05 06:36:21,155 - mmdet - INFO - Epoch [32][350/7330] lr: 4.612e-07, eta: 15:14:33, time: 1.544, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1175, s0.acc: 95.6907, s0.loss_bbox: 0.1940, s0.loss_mask: 0.2024, s1.loss_cls: 0.0556, s1.acc: 95.8285, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1023, s2.loss_cls: 0.0278, s2.acc: 95.6732, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0488, loss: 0.9207 2024-04-05 06:37:33,709 - mmdet - INFO - Epoch [32][400/7330] lr: 4.612e-07, eta: 15:13:17, time: 1.451, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1234, s0.acc: 95.4089, s0.loss_bbox: 0.2014, s0.loss_mask: 0.2064, s1.loss_cls: 0.0580, s1.acc: 95.6291, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1036, s2.loss_cls: 0.0290, s2.acc: 95.5742, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0496, loss: 0.9520 2024-04-05 06:38:53,056 - mmdet - INFO - Epoch [32][450/7330] lr: 4.612e-07, eta: 15:12:02, time: 1.587, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1230, s0.acc: 95.4290, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2092, s1.loss_cls: 0.0565, s1.acc: 95.8201, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1055, s2.loss_cls: 0.0286, s2.acc: 95.7291, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0501, loss: 0.9586 2024-04-05 06:40:06,686 - mmdet - INFO - Epoch [32][500/7330] lr: 4.612e-07, eta: 15:10:46, time: 1.473, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1290, s0.acc: 95.1951, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2092, s1.loss_cls: 0.0604, s1.acc: 95.4517, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1061, s2.loss_cls: 0.0307, s2.acc: 95.1711, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0504, loss: 0.9718 2024-04-05 06:41:22,059 - mmdet - INFO - Epoch [32][550/7330] lr: 4.612e-07, eta: 15:09:30, time: 1.507, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1212, s0.acc: 95.5159, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2069, s1.loss_cls: 0.0566, s1.acc: 95.7297, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1042, s2.loss_cls: 0.0287, s2.acc: 95.5851, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0496, loss: 0.9408 2024-04-05 06:42:40,391 - mmdet - INFO - Epoch [32][600/7330] lr: 4.612e-07, eta: 15:08:15, time: 1.567, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1276, s0.acc: 95.3809, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2076, s1.loss_cls: 0.0590, s1.acc: 95.5973, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1046, s2.loss_cls: 0.0298, s2.acc: 95.3336, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0495, loss: 0.9646 2024-04-05 06:43:59,133 - mmdet - INFO - Epoch [32][650/7330] lr: 4.612e-07, eta: 15:07:00, time: 1.574, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1262, s0.acc: 95.3630, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2062, s1.loss_cls: 0.0576, s1.acc: 95.7034, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1049, s2.loss_cls: 0.0290, s2.acc: 95.6511, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0501, loss: 0.9644 2024-04-05 06:45:14,399 - mmdet - INFO - Epoch [32][700/7330] lr: 4.612e-07, eta: 15:05:44, time: 1.506, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1290, s0.acc: 95.3208, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2061, s1.loss_cls: 0.0602, s1.acc: 95.5545, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1048, s2.loss_cls: 0.0304, s2.acc: 95.4404, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0499, loss: 0.9619 2024-04-05 06:46:28,341 - mmdet - INFO - Epoch [32][750/7330] lr: 4.612e-07, eta: 15:04:29, time: 1.479, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1198, s0.acc: 95.6919, s0.loss_bbox: 0.1948, s0.loss_mask: 0.2006, s1.loss_cls: 0.0543, s1.acc: 96.0023, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1017, s2.loss_cls: 0.0278, s2.acc: 95.8113, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0483, loss: 0.9195 2024-04-05 06:47:44,143 - mmdet - INFO - Epoch [32][800/7330] lr: 4.612e-07, eta: 15:03:13, time: 1.516, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1349, s0.acc: 95.0000, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2095, s1.loss_cls: 0.0619, s1.acc: 95.2954, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1064, s2.loss_cls: 0.0312, s2.acc: 95.1192, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0505, loss: 1.0069 2024-04-05 06:48:59,093 - mmdet - INFO - Epoch [32][850/7330] lr: 4.612e-07, eta: 15:01:57, time: 1.499, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1210, s0.acc: 95.5190, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2044, s1.loss_cls: 0.0560, s1.acc: 95.7592, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1039, s2.loss_cls: 0.0278, s2.acc: 95.6737, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0495, loss: 0.9401 2024-04-05 06:50:13,620 - mmdet - INFO - Epoch [32][900/7330] lr: 4.612e-07, eta: 15:00:42, time: 1.491, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1239, s0.acc: 95.4170, s0.loss_bbox: 0.2039, s0.loss_mask: 0.2089, s1.loss_cls: 0.0575, s1.acc: 95.6901, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1069, s2.loss_cls: 0.0290, s2.acc: 95.4747, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0508, loss: 0.9633 2024-04-05 06:51:29,272 - mmdet - INFO - Epoch [32][950/7330] lr: 4.612e-07, eta: 14:59:26, time: 1.513, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1238, s0.acc: 95.4377, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2057, s1.loss_cls: 0.0583, s1.acc: 95.6620, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1036, s2.loss_cls: 0.0296, s2.acc: 95.5513, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0494, loss: 0.9459 2024-04-05 06:52:44,348 - mmdet - INFO - Epoch [32][1000/7330] lr: 4.612e-07, eta: 14:58:10, time: 1.501, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1194, s0.acc: 95.6941, s0.loss_bbox: 0.1916, s0.loss_mask: 0.1986, s1.loss_cls: 0.0552, s1.acc: 95.9668, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1004, s2.loss_cls: 0.0274, s2.acc: 95.8429, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0478, loss: 0.9098 2024-04-05 06:54:00,739 - mmdet - INFO - Epoch [32][1050/7330] lr: 4.612e-07, eta: 14:56:55, time: 1.528, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1180, s0.acc: 95.6807, s0.loss_bbox: 0.1922, s0.loss_mask: 0.2007, s1.loss_cls: 0.0540, s1.acc: 95.9711, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1018, s2.loss_cls: 0.0274, s2.acc: 95.7629, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0487, loss: 0.9147 2024-04-05 06:55:12,938 - mmdet - INFO - Epoch [32][1100/7330] lr: 4.612e-07, eta: 14:55:39, time: 1.444, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1196, s0.acc: 95.6118, s0.loss_bbox: 0.1978, s0.loss_mask: 0.2041, s1.loss_cls: 0.0555, s1.acc: 95.8877, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1025, s2.loss_cls: 0.0284, s2.acc: 95.6474, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0488, loss: 0.9306 2024-04-05 06:56:23,374 - mmdet - INFO - Epoch [32][1150/7330] lr: 4.612e-07, eta: 14:54:22, time: 1.409, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1222, s0.acc: 95.4468, s0.loss_bbox: 0.2019, s0.loss_mask: 0.2065, s1.loss_cls: 0.0573, s1.acc: 95.6334, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1044, s2.loss_cls: 0.0288, s2.acc: 95.4748, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0499, loss: 0.9483 2024-04-05 06:57:39,435 - mmdet - INFO - Epoch [32][1200/7330] lr: 4.612e-07, eta: 14:53:07, time: 1.521, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1203, s0.acc: 95.5684, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2076, s1.loss_cls: 0.0558, s1.acc: 95.7720, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1064, s2.loss_cls: 0.0283, s2.acc: 95.6539, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0505, loss: 0.9498 2024-04-05 06:58:51,932 - mmdet - INFO - Epoch [32][1250/7330] lr: 4.612e-07, eta: 14:51:51, time: 1.450, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1210, s0.acc: 95.6541, s0.loss_bbox: 0.1991, s0.loss_mask: 0.2040, s1.loss_cls: 0.0558, s1.acc: 95.8801, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1030, s2.loss_cls: 0.0286, s2.acc: 95.6580, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0489, loss: 0.9360 2024-04-05 07:00:04,262 - mmdet - INFO - Epoch [32][1300/7330] lr: 4.612e-07, eta: 14:50:35, time: 1.447, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1242, s0.acc: 95.4714, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2095, s1.loss_cls: 0.0583, s1.acc: 95.6219, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1061, s2.loss_cls: 0.0292, s2.acc: 95.5396, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0502, loss: 0.9557 2024-04-05 07:01:19,820 - mmdet - INFO - Epoch [32][1350/7330] lr: 4.612e-07, eta: 14:49:19, time: 1.511, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1207, s0.acc: 95.4678, s0.loss_bbox: 0.1978, s0.loss_mask: 0.2063, s1.loss_cls: 0.0568, s1.acc: 95.6674, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1042, s2.loss_cls: 0.0289, s2.acc: 95.5368, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0496, loss: 0.9383 2024-04-05 07:02:33,837 - mmdet - INFO - Epoch [32][1400/7330] lr: 4.612e-07, eta: 14:48:03, time: 1.480, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1243, s0.acc: 95.4978, s0.loss_bbox: 0.2000, s0.loss_mask: 0.2047, s1.loss_cls: 0.0578, s1.acc: 95.7717, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1031, s2.loss_cls: 0.0287, s2.acc: 95.7294, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0491, loss: 0.9435 2024-04-05 07:03:48,759 - mmdet - INFO - Epoch [32][1450/7330] lr: 4.612e-07, eta: 14:46:48, time: 1.498, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1251, s0.acc: 95.4495, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2056, s1.loss_cls: 0.0576, s1.acc: 95.7167, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1042, s2.loss_cls: 0.0293, s2.acc: 95.5524, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0493, loss: 0.9486 2024-04-05 07:05:02,200 - mmdet - INFO - Epoch [32][1500/7330] lr: 4.612e-07, eta: 14:45:32, time: 1.469, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1169, s0.acc: 95.7383, s0.loss_bbox: 0.1935, s0.loss_mask: 0.2031, s1.loss_cls: 0.0536, s1.acc: 96.0739, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1031, s2.loss_cls: 0.0271, s2.acc: 95.9012, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0491, loss: 0.9175 2024-04-05 07:06:15,397 - mmdet - INFO - Epoch [32][1550/7330] lr: 4.612e-07, eta: 14:44:16, time: 1.464, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1195, s0.acc: 95.5986, s0.loss_bbox: 0.1994, s0.loss_mask: 0.2063, s1.loss_cls: 0.0550, s1.acc: 95.8353, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1042, s2.loss_cls: 0.0281, s2.acc: 95.7266, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0495, loss: 0.9391 2024-04-05 07:07:30,232 - mmdet - INFO - Epoch [32][1600/7330] lr: 4.612e-07, eta: 14:43:00, time: 1.497, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1211, s0.acc: 95.6675, s0.loss_bbox: 0.1891, s0.loss_mask: 0.2029, s1.loss_cls: 0.0564, s1.acc: 95.8635, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1035, s2.loss_cls: 0.0281, s2.acc: 95.7768, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0495, loss: 0.9200 2024-04-05 07:08:44,277 - mmdet - INFO - Epoch [32][1650/7330] lr: 4.612e-07, eta: 14:41:44, time: 1.481, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1149, s0.acc: 95.7935, s0.loss_bbox: 0.1904, s0.loss_mask: 0.2004, s1.loss_cls: 0.0522, s1.acc: 96.0705, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1031, s2.loss_cls: 0.0267, s2.acc: 95.8896, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0491, loss: 0.9078 2024-04-05 07:09:58,852 - mmdet - INFO - Epoch [32][1700/7330] lr: 4.612e-07, eta: 14:40:29, time: 1.491, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1169, s0.acc: 95.7339, s0.loss_bbox: 0.1910, s0.loss_mask: 0.2050, s1.loss_cls: 0.0552, s1.acc: 95.8791, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1042, s2.loss_cls: 0.0276, s2.acc: 95.6764, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0495, loss: 0.9180 2024-04-05 07:11:09,895 - mmdet - INFO - Epoch [32][1750/7330] lr: 4.612e-07, eta: 14:39:12, time: 1.421, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1248, s0.acc: 95.4724, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2017, s1.loss_cls: 0.0570, s1.acc: 95.7928, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1016, s2.loss_cls: 0.0289, s2.acc: 95.6582, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0484, loss: 0.9393 2024-04-05 07:12:25,163 - mmdet - INFO - Epoch [32][1800/7330] lr: 4.612e-07, eta: 14:37:57, time: 1.505, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1212, s0.acc: 95.5264, s0.loss_bbox: 0.1991, s0.loss_mask: 0.2069, s1.loss_cls: 0.0562, s1.acc: 95.7796, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1045, s2.loss_cls: 0.0290, s2.acc: 95.5434, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0493, loss: 0.9388 2024-04-05 07:13:38,836 - mmdet - INFO - Epoch [32][1850/7330] lr: 4.612e-07, eta: 14:36:41, time: 1.473, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1209, s0.acc: 95.5581, s0.loss_bbox: 0.1952, s0.loss_mask: 0.2035, s1.loss_cls: 0.0554, s1.acc: 95.8413, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1030, s2.loss_cls: 0.0277, s2.acc: 95.7233, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0489, loss: 0.9257 2024-04-05 07:14:53,775 - mmdet - INFO - Epoch [32][1900/7330] lr: 4.612e-07, eta: 14:35:25, time: 1.499, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1200, s0.acc: 95.5493, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2022, s1.loss_cls: 0.0558, s1.acc: 95.8007, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1026, s2.loss_cls: 0.0284, s2.acc: 95.5977, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0489, loss: 0.9338 2024-04-05 07:16:07,864 - mmdet - INFO - Epoch [32][1950/7330] lr: 4.612e-07, eta: 14:34:09, time: 1.482, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1209, s0.acc: 95.5962, s0.loss_bbox: 0.1964, s0.loss_mask: 0.2088, s1.loss_cls: 0.0551, s1.acc: 95.9050, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1054, s2.loss_cls: 0.0276, s2.acc: 95.7753, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0502, loss: 0.9371 2024-04-05 07:17:22,192 - mmdet - INFO - Epoch [32][2000/7330] lr: 4.612e-07, eta: 14:32:54, time: 1.487, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1220, s0.acc: 95.5271, s0.loss_bbox: 0.1985, s0.loss_mask: 0.2031, s1.loss_cls: 0.0558, s1.acc: 95.8259, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1019, s2.loss_cls: 0.0281, s2.acc: 95.6989, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0484, loss: 0.9326 2024-04-05 07:18:36,640 - mmdet - INFO - Epoch [32][2050/7330] lr: 4.612e-07, eta: 14:31:38, time: 1.489, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1258, s0.acc: 95.3733, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2122, s1.loss_cls: 0.0585, s1.acc: 95.6414, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1072, s2.loss_cls: 0.0293, s2.acc: 95.5295, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0510, loss: 0.9795 2024-04-05 07:19:55,712 - mmdet - INFO - Epoch [32][2100/7330] lr: 4.612e-07, eta: 14:30:23, time: 1.581, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1220, s0.acc: 95.5090, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2060, s1.loss_cls: 0.0564, s1.acc: 95.7565, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1040, s2.loss_cls: 0.0289, s2.acc: 95.5089, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0494, loss: 0.9481 2024-04-05 07:21:10,850 - mmdet - INFO - Epoch [32][2150/7330] lr: 4.612e-07, eta: 14:29:07, time: 1.503, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1196, s0.acc: 95.5974, s0.loss_bbox: 0.1918, s0.loss_mask: 0.2024, s1.loss_cls: 0.0554, s1.acc: 95.8404, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1028, s2.loss_cls: 0.0275, s2.acc: 95.7573, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0489, loss: 0.9176 2024-04-05 07:22:23,791 - mmdet - INFO - Epoch [32][2200/7330] lr: 4.612e-07, eta: 14:27:51, time: 1.459, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1275, s0.acc: 95.3445, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2069, s1.loss_cls: 0.0581, s1.acc: 95.6499, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1044, s2.loss_cls: 0.0297, s2.acc: 95.3870, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0494, loss: 0.9544 2024-04-05 07:23:40,328 - mmdet - INFO - Epoch [32][2250/7330] lr: 4.612e-07, eta: 14:26:36, time: 1.531, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1309, s0.acc: 95.1633, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2137, s1.loss_cls: 0.0602, s1.acc: 95.5019, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1081, s2.loss_cls: 0.0304, s2.acc: 95.3622, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0512, loss: 0.9914 2024-04-05 07:24:55,799 - mmdet - INFO - Epoch [32][2300/7330] lr: 4.612e-07, eta: 14:25:20, time: 1.509, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1208, s0.acc: 95.5371, s0.loss_bbox: 0.1974, s0.loss_mask: 0.2024, s1.loss_cls: 0.0567, s1.acc: 95.6862, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1023, s2.loss_cls: 0.0291, s2.acc: 95.4961, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0485, loss: 0.9298 2024-04-05 07:26:13,837 - mmdet - INFO - Epoch [32][2350/7330] lr: 4.612e-07, eta: 14:24:05, time: 1.561, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1247, s0.acc: 95.4468, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2095, s1.loss_cls: 0.0578, s1.acc: 95.6852, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1058, s2.loss_cls: 0.0298, s2.acc: 95.4827, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0502, loss: 0.9545 2024-04-05 07:27:29,098 - mmdet - INFO - Epoch [32][2400/7330] lr: 4.612e-07, eta: 14:22:49, time: 1.505, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1231, s0.acc: 95.4592, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2081, s1.loss_cls: 0.0565, s1.acc: 95.7561, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1055, s2.loss_cls: 0.0284, s2.acc: 95.6521, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0501, loss: 0.9510 2024-04-05 07:28:41,225 - mmdet - INFO - Epoch [32][2450/7330] lr: 4.612e-07, eta: 14:21:33, time: 1.442, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1234, s0.acc: 95.4907, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2081, s1.loss_cls: 0.0577, s1.acc: 95.7113, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1051, s2.loss_cls: 0.0291, s2.acc: 95.4665, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0503, loss: 0.9480 2024-04-05 07:29:57,891 - mmdet - INFO - Epoch [32][2500/7330] lr: 4.612e-07, eta: 14:20:18, time: 1.534, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1242, s0.acc: 95.5176, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2101, s1.loss_cls: 0.0575, s1.acc: 95.7165, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1060, s2.loss_cls: 0.0293, s2.acc: 95.5095, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0505, loss: 0.9541 2024-04-05 07:31:13,249 - mmdet - INFO - Epoch [32][2550/7330] lr: 4.612e-07, eta: 14:19:02, time: 1.507, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1247, s0.acc: 95.4587, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2100, s1.loss_cls: 0.0578, s1.acc: 95.6800, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1059, s2.loss_cls: 0.0292, s2.acc: 95.5224, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0501, loss: 0.9636 2024-04-05 07:32:32,304 - mmdet - INFO - Epoch [32][2600/7330] lr: 4.612e-07, eta: 14:17:47, time: 1.581, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1292, s0.acc: 95.3140, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2114, s1.loss_cls: 0.0599, s1.acc: 95.5582, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1060, s2.loss_cls: 0.0303, s2.acc: 95.3951, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0504, loss: 0.9737 2024-04-05 07:33:48,276 - mmdet - INFO - Epoch [32][2650/7330] lr: 4.612e-07, eta: 14:16:32, time: 1.519, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1216, s0.acc: 95.5808, s0.loss_bbox: 0.1962, s0.loss_mask: 0.2088, s1.loss_cls: 0.0561, s1.acc: 95.8752, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1046, s2.loss_cls: 0.0286, s2.acc: 95.6126, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0495, loss: 0.9380 2024-04-05 07:35:03,343 - mmdet - INFO - Epoch [32][2700/7330] lr: 4.612e-07, eta: 14:15:16, time: 1.501, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1285, s0.acc: 95.2546, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2107, s1.loss_cls: 0.0596, s1.acc: 95.5503, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1059, s2.loss_cls: 0.0303, s2.acc: 95.3981, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0500, loss: 0.9816 2024-04-05 07:36:19,738 - mmdet - INFO - Epoch [32][2750/7330] lr: 4.612e-07, eta: 14:14:01, time: 1.528, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1269, s0.acc: 95.2449, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2081, s1.loss_cls: 0.0584, s1.acc: 95.5085, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1051, s2.loss_cls: 0.0293, s2.acc: 95.3293, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0502, loss: 0.9743 2024-04-05 07:37:33,097 - mmdet - INFO - Epoch [32][2800/7330] lr: 4.612e-07, eta: 14:12:45, time: 1.468, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1237, s0.acc: 95.4712, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2031, s1.loss_cls: 0.0575, s1.acc: 95.7662, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1023, s2.loss_cls: 0.0292, s2.acc: 95.5715, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0489, loss: 0.9468 2024-04-05 07:38:47,957 - mmdet - INFO - Epoch [32][2850/7330] lr: 4.612e-07, eta: 14:11:29, time: 1.497, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1175, s0.acc: 95.6665, s0.loss_bbox: 0.1903, s0.loss_mask: 0.2050, s1.loss_cls: 0.0540, s1.acc: 95.9282, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1020, s2.loss_cls: 0.0277, s2.acc: 95.7751, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0483, loss: 0.9142 2024-04-05 07:40:06,719 - mmdet - INFO - Epoch [32][2900/7330] lr: 4.612e-07, eta: 14:10:14, time: 1.575, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1262, s0.acc: 95.4656, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2069, s1.loss_cls: 0.0576, s1.acc: 95.6995, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1044, s2.loss_cls: 0.0288, s2.acc: 95.6061, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0496, loss: 0.9494 2024-04-05 07:41:24,902 - mmdet - INFO - Epoch [32][2950/7330] lr: 4.612e-07, eta: 14:08:59, time: 1.564, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1214, s0.acc: 95.5798, s0.loss_bbox: 0.1974, s0.loss_mask: 0.2086, s1.loss_cls: 0.0565, s1.acc: 95.8471, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1059, s2.loss_cls: 0.0284, s2.acc: 95.6904, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0504, loss: 0.9401 2024-04-05 07:42:39,174 - mmdet - INFO - Epoch [32][3000/7330] lr: 4.612e-07, eta: 14:07:43, time: 1.485, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1230, s0.acc: 95.4919, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2083, s1.loss_cls: 0.0566, s1.acc: 95.7204, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1055, s2.loss_cls: 0.0285, s2.acc: 95.5422, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0500, loss: 0.9545 2024-04-05 07:43:58,198 - mmdet - INFO - Epoch [32][3050/7330] lr: 4.612e-07, eta: 14:06:28, time: 1.580, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1197, s0.acc: 95.5908, s0.loss_bbox: 0.1929, s0.loss_mask: 0.2024, s1.loss_cls: 0.0552, s1.acc: 95.9056, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1023, s2.loss_cls: 0.0279, s2.acc: 95.6948, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0488, loss: 0.9203 2024-04-05 07:45:11,039 - mmdet - INFO - Epoch [32][3100/7330] lr: 4.612e-07, eta: 14:05:12, time: 1.457, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1257, s0.acc: 95.3735, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2129, s1.loss_cls: 0.0583, s1.acc: 95.6649, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1058, s2.loss_cls: 0.0290, s2.acc: 95.5982, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0503, loss: 0.9757 2024-04-05 07:46:25,269 - mmdet - INFO - Epoch [32][3150/7330] lr: 4.612e-07, eta: 14:03:56, time: 1.485, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1244, s0.acc: 95.4517, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2100, s1.loss_cls: 0.0576, s1.acc: 95.6914, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1049, s2.loss_cls: 0.0292, s2.acc: 95.5065, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0497, loss: 0.9661 2024-04-05 07:47:42,835 - mmdet - INFO - Epoch [32][3200/7330] lr: 4.612e-07, eta: 14:02:41, time: 1.551, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1305, s0.acc: 95.2739, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2098, s1.loss_cls: 0.0614, s1.acc: 95.5010, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1056, s2.loss_cls: 0.0308, s2.acc: 95.3672, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0502, loss: 0.9802 2024-04-05 07:48:57,973 - mmdet - INFO - Epoch [32][3250/7330] lr: 4.612e-07, eta: 14:01:25, time: 1.503, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1171, s0.acc: 95.6750, s0.loss_bbox: 0.1916, s0.loss_mask: 0.2016, s1.loss_cls: 0.0552, s1.acc: 95.8694, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1028, s2.loss_cls: 0.0282, s2.acc: 95.6476, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0491, loss: 0.9179 2024-04-05 07:50:13,891 - mmdet - INFO - Epoch [32][3300/7330] lr: 4.612e-07, eta: 14:00:10, time: 1.518, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1274, s0.acc: 95.3364, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2100, s1.loss_cls: 0.0589, s1.acc: 95.6293, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1058, s2.loss_cls: 0.0300, s2.acc: 95.4462, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0499, loss: 0.9724 2024-04-05 07:51:28,338 - mmdet - INFO - Epoch [32][3350/7330] lr: 4.612e-07, eta: 13:58:54, time: 1.489, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1225, s0.acc: 95.5325, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2038, s1.loss_cls: 0.0572, s1.acc: 95.7542, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1036, s2.loss_cls: 0.0292, s2.acc: 95.5020, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0492, loss: 0.9418 2024-04-05 07:52:38,382 - mmdet - INFO - Epoch [32][3400/7330] lr: 4.612e-07, eta: 13:57:37, time: 1.401, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1222, s0.acc: 95.5356, s0.loss_bbox: 0.1966, s0.loss_mask: 0.2062, s1.loss_cls: 0.0565, s1.acc: 95.7265, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1040, s2.loss_cls: 0.0283, s2.acc: 95.6565, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0494, loss: 0.9406 2024-04-05 07:53:51,423 - mmdet - INFO - Epoch [32][3450/7330] lr: 4.612e-07, eta: 13:56:22, time: 1.461, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1236, s0.acc: 95.4365, s0.loss_bbox: 0.1991, s0.loss_mask: 0.2091, s1.loss_cls: 0.0583, s1.acc: 95.6266, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1051, s2.loss_cls: 0.0296, s2.acc: 95.3980, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0494, loss: 0.9504 2024-04-05 07:55:05,889 - mmdet - INFO - Epoch [32][3500/7330] lr: 4.612e-07, eta: 13:55:06, time: 1.489, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1207, s0.acc: 95.5920, s0.loss_bbox: 0.1952, s0.loss_mask: 0.2087, s1.loss_cls: 0.0562, s1.acc: 95.7807, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1041, s2.loss_cls: 0.0279, s2.acc: 95.7289, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0496, loss: 0.9346 2024-04-05 07:56:19,592 - mmdet - INFO - Epoch [32][3550/7330] lr: 4.612e-07, eta: 13:53:50, time: 1.474, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1206, s0.acc: 95.6196, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2098, s1.loss_cls: 0.0560, s1.acc: 95.8263, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1058, s2.loss_cls: 0.0286, s2.acc: 95.5813, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0501, loss: 0.9454 2024-04-05 07:57:37,403 - mmdet - INFO - Epoch [32][3600/7330] lr: 4.612e-07, eta: 13:52:35, time: 1.556, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1177, s0.acc: 95.7019, s0.loss_bbox: 0.1907, s0.loss_mask: 0.2025, s1.loss_cls: 0.0542, s1.acc: 95.9243, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1034, s2.loss_cls: 0.0270, s2.acc: 95.8746, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0488, loss: 0.9144 2024-04-05 07:58:52,580 - mmdet - INFO - Epoch [32][3650/7330] lr: 4.612e-07, eta: 13:51:19, time: 1.504, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1247, s0.acc: 95.5212, s0.loss_bbox: 0.1989, s0.loss_mask: 0.2012, s1.loss_cls: 0.0570, s1.acc: 95.8102, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1016, s2.loss_cls: 0.0291, s2.acc: 95.6916, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0488, loss: 0.9378 2024-04-05 08:00:06,525 - mmdet - INFO - Epoch [32][3700/7330] lr: 4.612e-07, eta: 13:50:03, time: 1.479, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1284, s0.acc: 95.3311, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2036, s1.loss_cls: 0.0591, s1.acc: 95.5938, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1035, s2.loss_cls: 0.0298, s2.acc: 95.4514, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0495, loss: 0.9673 2024-04-05 08:01:21,390 - mmdet - INFO - Epoch [32][3750/7330] lr: 4.612e-07, eta: 13:48:48, time: 1.497, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1168, s0.acc: 95.6384, s0.loss_bbox: 0.1977, s0.loss_mask: 0.2071, s1.loss_cls: 0.0537, s1.acc: 95.9219, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1050, s2.loss_cls: 0.0273, s2.acc: 95.7278, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0505, loss: 0.9340 2024-04-05 08:02:36,997 - mmdet - INFO - Epoch [32][3800/7330] lr: 4.612e-07, eta: 13:47:32, time: 1.512, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1164, s0.acc: 95.5996, s0.loss_bbox: 0.1963, s0.loss_mask: 0.2017, s1.loss_cls: 0.0551, s1.acc: 95.8422, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1023, s2.loss_cls: 0.0278, s2.acc: 95.6284, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0490, loss: 0.9224 2024-04-05 08:03:48,711 - mmdet - INFO - Epoch [32][3850/7330] lr: 4.612e-07, eta: 13:46:16, time: 1.435, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1213, s0.acc: 95.5112, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2125, s1.loss_cls: 0.0557, s1.acc: 95.8082, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1074, s2.loss_cls: 0.0280, s2.acc: 95.6981, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0512, loss: 0.9619 2024-04-05 08:05:04,705 - mmdet - INFO - Epoch [32][3900/7330] lr: 4.612e-07, eta: 13:45:00, time: 1.520, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1176, s0.acc: 95.7166, s0.loss_bbox: 0.1906, s0.loss_mask: 0.2056, s1.loss_cls: 0.0535, s1.acc: 96.0430, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1038, s2.loss_cls: 0.0274, s2.acc: 95.9000, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0497, loss: 0.9168 2024-04-05 08:06:24,876 - mmdet - INFO - Epoch [32][3950/7330] lr: 4.612e-07, eta: 13:43:45, time: 1.603, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1319, s0.acc: 95.1851, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2061, s1.loss_cls: 0.0606, s1.acc: 95.4358, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1046, s2.loss_cls: 0.0304, s2.acc: 95.3004, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0495, loss: 0.9800 2024-04-05 08:07:39,813 - mmdet - INFO - Epoch [32][4000/7330] lr: 4.612e-07, eta: 13:42:30, time: 1.499, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1191, s0.acc: 95.5981, s0.loss_bbox: 0.1955, s0.loss_mask: 0.2027, s1.loss_cls: 0.0545, s1.acc: 95.9209, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1035, s2.loss_cls: 0.0277, s2.acc: 95.7013, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0492, loss: 0.9262 2024-04-05 08:08:57,896 - mmdet - INFO - Epoch [32][4050/7330] lr: 4.612e-07, eta: 13:41:15, time: 1.562, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1224, s0.acc: 95.4824, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2064, s1.loss_cls: 0.0563, s1.acc: 95.7745, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1050, s2.loss_cls: 0.0285, s2.acc: 95.5760, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0498, loss: 0.9493 2024-04-05 08:10:16,217 - mmdet - INFO - Epoch [32][4100/7330] lr: 4.612e-07, eta: 13:39:59, time: 1.566, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1277, s0.acc: 95.2795, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2127, s1.loss_cls: 0.0589, s1.acc: 95.5174, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1061, s2.loss_cls: 0.0296, s2.acc: 95.3811, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0502, loss: 0.9795 2024-04-05 08:11:35,680 - mmdet - INFO - Epoch [32][4150/7330] lr: 4.612e-07, eta: 13:38:44, time: 1.589, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1267, s0.acc: 95.3875, s0.loss_bbox: 0.1991, s0.loss_mask: 0.2023, s1.loss_cls: 0.0584, s1.acc: 95.6625, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1025, s2.loss_cls: 0.0292, s2.acc: 95.5395, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0486, loss: 0.9452 2024-04-05 08:12:50,178 - mmdet - INFO - Epoch [32][4200/7330] lr: 4.612e-07, eta: 13:37:29, time: 1.490, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1152, s0.acc: 95.7693, s0.loss_bbox: 0.1916, s0.loss_mask: 0.2044, s1.loss_cls: 0.0535, s1.acc: 96.0529, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1028, s2.loss_cls: 0.0273, s2.acc: 95.7328, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0487, loss: 0.9142 2024-04-05 08:14:02,792 - mmdet - INFO - Epoch [32][4250/7330] lr: 4.612e-07, eta: 13:36:13, time: 1.452, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1209, s0.acc: 95.5889, s0.loss_bbox: 0.1988, s0.loss_mask: 0.2050, s1.loss_cls: 0.0559, s1.acc: 95.7765, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1038, s2.loss_cls: 0.0281, s2.acc: 95.6109, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0493, loss: 0.9392 2024-04-05 08:15:18,894 - mmdet - INFO - Epoch [32][4300/7330] lr: 4.612e-07, eta: 13:34:57, time: 1.522, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1231, s0.acc: 95.4065, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2073, s1.loss_cls: 0.0579, s1.acc: 95.5907, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1042, s2.loss_cls: 0.0295, s2.acc: 95.4583, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0495, loss: 0.9506 2024-04-05 08:16:32,561 - mmdet - INFO - Epoch [32][4350/7330] lr: 4.612e-07, eta: 13:33:41, time: 1.473, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1164, s0.acc: 95.7473, s0.loss_bbox: 0.1921, s0.loss_mask: 0.1982, s1.loss_cls: 0.0529, s1.acc: 96.0374, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1010, s2.loss_cls: 0.0270, s2.acc: 95.8763, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0484, loss: 0.9067 2024-04-05 08:17:49,325 - mmdet - INFO - Epoch [32][4400/7330] lr: 4.612e-07, eta: 13:32:26, time: 1.536, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1342, s0.acc: 95.1167, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2108, s1.loss_cls: 0.0623, s1.acc: 95.4134, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1067, s2.loss_cls: 0.0315, s2.acc: 95.2371, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0509, loss: 1.0035 2024-04-05 08:19:04,100 - mmdet - INFO - Epoch [32][4450/7330] lr: 4.612e-07, eta: 13:31:10, time: 1.495, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1256, s0.acc: 95.3728, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2033, s1.loss_cls: 0.0585, s1.acc: 95.6298, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1028, s2.loss_cls: 0.0293, s2.acc: 95.4817, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0489, loss: 0.9523 2024-04-05 08:20:18,250 - mmdet - INFO - Epoch [32][4500/7330] lr: 4.612e-07, eta: 13:29:54, time: 1.483, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1256, s0.acc: 95.3547, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2099, s1.loss_cls: 0.0586, s1.acc: 95.5701, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1055, s2.loss_cls: 0.0293, s2.acc: 95.5572, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0503, loss: 0.9665 2024-04-05 08:21:30,156 - mmdet - INFO - Epoch [32][4550/7330] lr: 4.612e-07, eta: 13:28:38, time: 1.438, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1255, s0.acc: 95.4082, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2089, s1.loss_cls: 0.0584, s1.acc: 95.5907, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1052, s2.loss_cls: 0.0293, s2.acc: 95.4728, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0497, loss: 0.9642 2024-04-05 08:22:49,252 - mmdet - INFO - Epoch [32][4600/7330] lr: 4.612e-07, eta: 13:27:23, time: 1.582, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1219, s0.acc: 95.5359, s0.loss_bbox: 0.1984, s0.loss_mask: 0.2019, s1.loss_cls: 0.0564, s1.acc: 95.7489, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1016, s2.loss_cls: 0.0284, s2.acc: 95.7331, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0482, loss: 0.9297 2024-04-05 08:24:04,309 - mmdet - INFO - Epoch [32][4650/7330] lr: 4.612e-07, eta: 13:26:08, time: 1.501, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1239, s0.acc: 95.4141, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2038, s1.loss_cls: 0.0581, s1.acc: 95.6034, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1037, s2.loss_cls: 0.0296, s2.acc: 95.3448, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0493, loss: 0.9585 2024-04-05 08:25:18,760 - mmdet - INFO - Epoch [32][4700/7330] lr: 4.612e-07, eta: 13:24:52, time: 1.489, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1214, s0.acc: 95.5430, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2061, s1.loss_cls: 0.0563, s1.acc: 95.7931, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1044, s2.loss_cls: 0.0286, s2.acc: 95.5819, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0498, loss: 0.9453 2024-04-05 08:26:33,285 - mmdet - INFO - Epoch [32][4750/7330] lr: 4.612e-07, eta: 13:23:36, time: 1.490, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1250, s0.acc: 95.3801, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2070, s1.loss_cls: 0.0580, s1.acc: 95.7122, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1039, s2.loss_cls: 0.0292, s2.acc: 95.5742, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0491, loss: 0.9545 2024-04-05 08:27:49,103 - mmdet - INFO - Epoch [32][4800/7330] lr: 4.612e-07, eta: 13:22:21, time: 1.516, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1233, s0.acc: 95.5010, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2072, s1.loss_cls: 0.0581, s1.acc: 95.6488, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1041, s2.loss_cls: 0.0295, s2.acc: 95.4891, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0492, loss: 0.9527 2024-04-05 08:29:02,674 - mmdet - INFO - Epoch [32][4850/7330] lr: 4.612e-07, eta: 13:21:05, time: 1.471, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1258, s0.acc: 95.3196, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2090, s1.loss_cls: 0.0582, s1.acc: 95.5960, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1051, s2.loss_cls: 0.0296, s2.acc: 95.4078, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0501, loss: 0.9750 2024-04-05 08:30:21,089 - mmdet - INFO - Epoch [32][4900/7330] lr: 4.612e-07, eta: 13:19:50, time: 1.568, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1284, s0.acc: 95.2566, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2079, s1.loss_cls: 0.0599, s1.acc: 95.5577, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1038, s2.loss_cls: 0.0305, s2.acc: 95.3522, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0488, loss: 0.9728 2024-04-05 08:31:33,561 - mmdet - INFO - Epoch [32][4950/7330] lr: 4.612e-07, eta: 13:18:34, time: 1.449, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1245, s0.acc: 95.4500, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2082, s1.loss_cls: 0.0576, s1.acc: 95.7018, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1045, s2.loss_cls: 0.0285, s2.acc: 95.6297, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0497, loss: 0.9558 2024-04-05 08:32:44,896 - mmdet - INFO - Epoch [32][5000/7330] lr: 4.612e-07, eta: 13:17:17, time: 1.427, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1218, s0.acc: 95.5161, s0.loss_bbox: 0.1997, s0.loss_mask: 0.2025, s1.loss_cls: 0.0566, s1.acc: 95.7453, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1031, s2.loss_cls: 0.0288, s2.acc: 95.5577, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0490, loss: 0.9360 2024-04-05 08:33:59,656 - mmdet - INFO - Epoch [32][5050/7330] lr: 4.612e-07, eta: 13:16:02, time: 1.495, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1248, s0.acc: 95.3887, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2081, s1.loss_cls: 0.0585, s1.acc: 95.6169, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1054, s2.loss_cls: 0.0295, s2.acc: 95.4798, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0503, loss: 0.9662 2024-04-05 08:35:15,642 - mmdet - INFO - Epoch [32][5100/7330] lr: 4.612e-07, eta: 13:14:46, time: 1.520, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1238, s0.acc: 95.4111, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2075, s1.loss_cls: 0.0585, s1.acc: 95.5825, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1044, s2.loss_cls: 0.0302, s2.acc: 95.4170, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0494, loss: 0.9569 2024-04-05 08:36:30,427 - mmdet - INFO - Epoch [32][5150/7330] lr: 4.612e-07, eta: 13:13:31, time: 1.496, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1266, s0.acc: 95.3870, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2086, s1.loss_cls: 0.0589, s1.acc: 95.6549, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1060, s2.loss_cls: 0.0299, s2.acc: 95.4524, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0501, loss: 0.9668 2024-04-05 08:37:43,290 - mmdet - INFO - Epoch [32][5200/7330] lr: 4.612e-07, eta: 13:12:15, time: 1.457, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1213, s0.acc: 95.6045, s0.loss_bbox: 0.1951, s0.loss_mask: 0.2033, s1.loss_cls: 0.0561, s1.acc: 95.8784, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1030, s2.loss_cls: 0.0283, s2.acc: 95.6568, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0488, loss: 0.9291 2024-04-05 08:38:52,807 - mmdet - INFO - Epoch [32][5250/7330] lr: 4.612e-07, eta: 13:10:58, time: 1.390, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1231, s0.acc: 95.6008, s0.loss_bbox: 0.1954, s0.loss_mask: 0.2011, s1.loss_cls: 0.0572, s1.acc: 95.8772, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1020, s2.loss_cls: 0.0285, s2.acc: 95.7656, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0488, loss: 0.9304 2024-04-05 08:40:06,041 - mmdet - INFO - Epoch [32][5300/7330] lr: 4.612e-07, eta: 13:09:42, time: 1.465, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1300, s0.acc: 95.2322, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2118, s1.loss_cls: 0.0608, s1.acc: 95.4546, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1063, s2.loss_cls: 0.0305, s2.acc: 95.3716, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0504, loss: 0.9809 2024-04-05 08:41:18,238 - mmdet - INFO - Epoch [32][5350/7330] lr: 4.612e-07, eta: 13:08:26, time: 1.444, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1232, s0.acc: 95.5027, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2024, s1.loss_cls: 0.0574, s1.acc: 95.7777, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1017, s2.loss_cls: 0.0287, s2.acc: 95.6796, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0486, loss: 0.9378 2024-04-05 08:42:31,025 - mmdet - INFO - Epoch [32][5400/7330] lr: 4.612e-07, eta: 13:07:10, time: 1.456, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1199, s0.acc: 95.5833, s0.loss_bbox: 0.1936, s0.loss_mask: 0.2093, s1.loss_cls: 0.0553, s1.acc: 95.8220, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1050, s2.loss_cls: 0.0279, s2.acc: 95.7259, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0500, loss: 0.9334 2024-04-05 08:43:45,273 - mmdet - INFO - Epoch [32][5450/7330] lr: 4.612e-07, eta: 13:05:55, time: 1.485, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1209, s0.acc: 95.6382, s0.loss_bbox: 0.1936, s0.loss_mask: 0.2049, s1.loss_cls: 0.0568, s1.acc: 95.8188, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1026, s2.loss_cls: 0.0288, s2.acc: 95.6509, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0486, loss: 0.9252 2024-04-05 08:44:56,575 - mmdet - INFO - Epoch [32][5500/7330] lr: 4.612e-07, eta: 13:04:38, time: 1.426, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1137, s0.acc: 95.7749, s0.loss_bbox: 0.1864, s0.loss_mask: 0.2005, s1.loss_cls: 0.0526, s1.acc: 95.9336, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1019, s2.loss_cls: 0.0265, s2.acc: 95.8206, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0485, loss: 0.8960 2024-04-05 08:46:08,754 - mmdet - INFO - Epoch [32][5550/7330] lr: 4.612e-07, eta: 13:03:22, time: 1.444, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1272, s0.acc: 95.2493, s0.loss_bbox: 0.2013, s0.loss_mask: 0.2071, s1.loss_cls: 0.0595, s1.acc: 95.4852, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1049, s2.loss_cls: 0.0300, s2.acc: 95.3315, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0502, loss: 0.9616 2024-04-05 08:47:22,869 - mmdet - INFO - Epoch [32][5600/7330] lr: 4.612e-07, eta: 13:02:07, time: 1.482, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1187, s0.acc: 95.6616, s0.loss_bbox: 0.1952, s0.loss_mask: 0.2026, s1.loss_cls: 0.0561, s1.acc: 95.8505, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1023, s2.loss_cls: 0.0284, s2.acc: 95.6444, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0487, loss: 0.9264 2024-04-05 08:48:37,266 - mmdet - INFO - Epoch [32][5650/7330] lr: 4.612e-07, eta: 13:00:51, time: 1.488, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1252, s0.acc: 95.4236, s0.loss_bbox: 0.1975, s0.loss_mask: 0.2027, s1.loss_cls: 0.0578, s1.acc: 95.6457, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1026, s2.loss_cls: 0.0291, s2.acc: 95.6497, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0482, loss: 0.9379 2024-04-05 08:49:53,114 - mmdet - INFO - Epoch [32][5700/7330] lr: 4.612e-07, eta: 12:59:35, time: 1.517, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1214, s0.acc: 95.5735, s0.loss_bbox: 0.1959, s0.loss_mask: 0.2061, s1.loss_cls: 0.0554, s1.acc: 95.7975, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1039, s2.loss_cls: 0.0280, s2.acc: 95.6341, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0495, loss: 0.9348 2024-04-05 08:51:07,968 - mmdet - INFO - Epoch [32][5750/7330] lr: 4.612e-07, eta: 12:58:20, time: 1.497, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1296, s0.acc: 95.3350, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2022, s1.loss_cls: 0.0598, s1.acc: 95.6502, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1022, s2.loss_cls: 0.0301, s2.acc: 95.4891, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0485, loss: 0.9600 2024-04-05 08:52:20,948 - mmdet - INFO - Epoch [32][5800/7330] lr: 4.612e-07, eta: 12:57:04, time: 1.460, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1244, s0.acc: 95.4985, s0.loss_bbox: 0.2015, s0.loss_mask: 0.2041, s1.loss_cls: 0.0569, s1.acc: 95.8005, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1031, s2.loss_cls: 0.0288, s2.acc: 95.5962, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0490, loss: 0.9463 2024-04-05 08:53:35,841 - mmdet - INFO - Epoch [32][5850/7330] lr: 4.612e-07, eta: 12:55:48, time: 1.498, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1201, s0.acc: 95.6008, s0.loss_bbox: 0.1997, s0.loss_mask: 0.2089, s1.loss_cls: 0.0549, s1.acc: 95.9059, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1042, s2.loss_cls: 0.0279, s2.acc: 95.7481, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0496, loss: 0.9407 2024-04-05 08:54:49,272 - mmdet - INFO - Epoch [32][5900/7330] lr: 4.612e-07, eta: 12:54:32, time: 1.469, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1224, s0.acc: 95.5325, s0.loss_bbox: 0.1973, s0.loss_mask: 0.2003, s1.loss_cls: 0.0572, s1.acc: 95.7143, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1014, s2.loss_cls: 0.0289, s2.acc: 95.6128, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0481, loss: 0.9285 2024-04-05 08:56:05,963 - mmdet - INFO - Epoch [32][5950/7330] lr: 4.612e-07, eta: 12:53:17, time: 1.534, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1190, s0.acc: 95.6504, s0.loss_bbox: 0.1940, s0.loss_mask: 0.1974, s1.loss_cls: 0.0553, s1.acc: 95.8377, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1007, s2.loss_cls: 0.0275, s2.acc: 95.6999, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0478, loss: 0.9126 2024-04-05 08:57:19,131 - mmdet - INFO - Epoch [32][6000/7330] lr: 4.612e-07, eta: 12:52:01, time: 1.463, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1217, s0.acc: 95.5828, s0.loss_bbox: 0.1972, s0.loss_mask: 0.2084, s1.loss_cls: 0.0564, s1.acc: 95.8029, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1043, s2.loss_cls: 0.0281, s2.acc: 95.7119, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0495, loss: 0.9397 2024-04-05 08:58:34,538 - mmdet - INFO - Epoch [32][6050/7330] lr: 4.612e-07, eta: 12:50:45, time: 1.508, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1192, s0.acc: 95.5598, s0.loss_bbox: 0.1980, s0.loss_mask: 0.2058, s1.loss_cls: 0.0546, s1.acc: 95.8550, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1041, s2.loss_cls: 0.0279, s2.acc: 95.7197, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0494, loss: 0.9320 2024-04-05 08:59:51,305 - mmdet - INFO - Epoch [32][6100/7330] lr: 4.612e-07, eta: 12:49:30, time: 1.535, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1236, s0.acc: 95.4333, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2033, s1.loss_cls: 0.0570, s1.acc: 95.6443, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1028, s2.loss_cls: 0.0291, s2.acc: 95.4208, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0489, loss: 0.9472 2024-04-05 09:01:06,754 - mmdet - INFO - Epoch [32][6150/7330] lr: 4.612e-07, eta: 12:48:14, time: 1.509, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1207, s0.acc: 95.5486, s0.loss_bbox: 0.1958, s0.loss_mask: 0.2056, s1.loss_cls: 0.0559, s1.acc: 95.7974, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1033, s2.loss_cls: 0.0279, s2.acc: 95.6408, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0492, loss: 0.9342 2024-04-05 09:02:21,200 - mmdet - INFO - Epoch [32][6200/7330] lr: 4.612e-07, eta: 12:46:59, time: 1.489, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1196, s0.acc: 95.6277, s0.loss_bbox: 0.1973, s0.loss_mask: 0.2021, s1.loss_cls: 0.0554, s1.acc: 95.8957, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1014, s2.loss_cls: 0.0281, s2.acc: 95.7218, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0480, loss: 0.9253 2024-04-05 09:03:35,908 - mmdet - INFO - Epoch [32][6250/7330] lr: 4.612e-07, eta: 12:45:43, time: 1.494, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1219, s0.acc: 95.5320, s0.loss_bbox: 0.1972, s0.loss_mask: 0.2021, s1.loss_cls: 0.0570, s1.acc: 95.7268, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1021, s2.loss_cls: 0.0286, s2.acc: 95.5379, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0485, loss: 0.9315 2024-04-05 09:04:48,353 - mmdet - INFO - Epoch [32][6300/7330] lr: 4.612e-07, eta: 12:44:27, time: 1.449, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1244, s0.acc: 95.5386, s0.loss_bbox: 0.2005, s0.loss_mask: 0.2037, s1.loss_cls: 0.0572, s1.acc: 95.7448, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1022, s2.loss_cls: 0.0285, s2.acc: 95.5959, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0488, loss: 0.9394 2024-04-05 09:06:01,750 - mmdet - INFO - Epoch [32][6350/7330] lr: 4.612e-07, eta: 12:43:11, time: 1.468, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1210, s0.acc: 95.5916, s0.loss_bbox: 0.1963, s0.loss_mask: 0.2029, s1.loss_cls: 0.0557, s1.acc: 95.8432, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1031, s2.loss_cls: 0.0280, s2.acc: 95.7295, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0491, loss: 0.9305 2024-04-05 09:07:17,851 - mmdet - INFO - Epoch [32][6400/7330] lr: 4.612e-07, eta: 12:41:56, time: 1.522, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1256, s0.acc: 95.2861, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2044, s1.loss_cls: 0.0578, s1.acc: 95.6194, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1030, s2.loss_cls: 0.0291, s2.acc: 95.5284, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0491, loss: 0.9543 2024-04-05 09:08:35,644 - mmdet - INFO - Epoch [32][6450/7330] lr: 4.612e-07, eta: 12:40:41, time: 1.556, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1240, s0.acc: 95.3821, s0.loss_bbox: 0.1994, s0.loss_mask: 0.2037, s1.loss_cls: 0.0584, s1.acc: 95.6060, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1035, s2.loss_cls: 0.0297, s2.acc: 95.4217, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0491, loss: 0.9435 2024-04-05 09:09:50,329 - mmdet - INFO - Epoch [32][6500/7330] lr: 4.612e-07, eta: 12:39:25, time: 1.494, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1209, s0.acc: 95.5630, s0.loss_bbox: 0.2023, s0.loss_mask: 0.2103, s1.loss_cls: 0.0553, s1.acc: 95.8894, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1055, s2.loss_cls: 0.0277, s2.acc: 95.8000, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0500, loss: 0.9483 2024-04-05 09:11:04,596 - mmdet - INFO - Epoch [32][6550/7330] lr: 4.612e-07, eta: 12:38:09, time: 1.485, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1219, s0.acc: 95.4619, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2095, s1.loss_cls: 0.0565, s1.acc: 95.7483, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1063, s2.loss_cls: 0.0291, s2.acc: 95.4679, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0509, loss: 0.9603 2024-04-05 09:12:24,032 - mmdet - INFO - Epoch [32][6600/7330] lr: 4.612e-07, eta: 12:36:54, time: 1.589, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1276, s0.acc: 95.2268, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2035, s1.loss_cls: 0.0592, s1.acc: 95.4972, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1023, s2.loss_cls: 0.0297, s2.acc: 95.3492, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0484, loss: 0.9570 2024-04-05 09:13:40,813 - mmdet - INFO - Epoch [32][6650/7330] lr: 4.612e-07, eta: 12:35:39, time: 1.536, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1257, s0.acc: 95.3965, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2056, s1.loss_cls: 0.0580, s1.acc: 95.7071, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1040, s2.loss_cls: 0.0293, s2.acc: 95.5484, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0495, loss: 0.9572 2024-04-05 09:14:54,479 - mmdet - INFO - Epoch [32][6700/7330] lr: 4.612e-07, eta: 12:34:23, time: 1.473, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1205, s0.acc: 95.5166, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2076, s1.loss_cls: 0.0570, s1.acc: 95.7357, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1044, s2.loss_cls: 0.0288, s2.acc: 95.5470, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0495, loss: 0.9420 2024-04-05 09:16:11,165 - mmdet - INFO - Epoch [32][6750/7330] lr: 4.612e-07, eta: 12:33:07, time: 1.534, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1241, s0.acc: 95.4058, s0.loss_bbox: 0.2007, s0.loss_mask: 0.2036, s1.loss_cls: 0.0579, s1.acc: 95.6294, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1021, s2.loss_cls: 0.0292, s2.acc: 95.5041, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0483, loss: 0.9443 2024-04-05 09:17:23,945 - mmdet - INFO - Epoch [32][6800/7330] lr: 4.612e-07, eta: 12:31:51, time: 1.456, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1230, s0.acc: 95.4944, s0.loss_bbox: 0.2003, s0.loss_mask: 0.2026, s1.loss_cls: 0.0564, s1.acc: 95.8064, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1026, s2.loss_cls: 0.0289, s2.acc: 95.5286, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0485, loss: 0.9417 2024-04-05 09:18:39,053 - mmdet - INFO - Epoch [32][6850/7330] lr: 4.612e-07, eta: 12:30:36, time: 1.502, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1239, s0.acc: 95.4590, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2077, s1.loss_cls: 0.0572, s1.acc: 95.7151, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1050, s2.loss_cls: 0.0296, s2.acc: 95.3993, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0498, loss: 0.9576 2024-04-05 09:19:54,409 - mmdet - INFO - Epoch [32][6900/7330] lr: 4.612e-07, eta: 12:29:20, time: 1.507, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1183, s0.acc: 95.7146, s0.loss_bbox: 0.1894, s0.loss_mask: 0.1966, s1.loss_cls: 0.0552, s1.acc: 95.9341, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0998, s2.loss_cls: 0.0283, s2.acc: 95.7739, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0477, loss: 0.9048 2024-04-05 09:21:10,325 - mmdet - INFO - Epoch [32][6950/7330] lr: 4.612e-07, eta: 12:28:05, time: 1.518, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1230, s0.acc: 95.4705, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2031, s1.loss_cls: 0.0564, s1.acc: 95.8274, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1022, s2.loss_cls: 0.0284, s2.acc: 95.7079, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0485, loss: 0.9334 2024-04-05 09:22:26,779 - mmdet - INFO - Epoch [32][7000/7330] lr: 4.612e-07, eta: 12:26:49, time: 1.529, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1162, s0.acc: 95.7703, s0.loss_bbox: 0.1842, s0.loss_mask: 0.1993, s1.loss_cls: 0.0539, s1.acc: 95.9947, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1014, s2.loss_cls: 0.0269, s2.acc: 95.8884, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0482, loss: 0.8965 2024-04-05 09:23:45,991 - mmdet - INFO - Epoch [32][7050/7330] lr: 4.612e-07, eta: 12:25:34, time: 1.584, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1202, s0.acc: 95.6648, s0.loss_bbox: 0.1973, s0.loss_mask: 0.2045, s1.loss_cls: 0.0555, s1.acc: 95.8826, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1034, s2.loss_cls: 0.0282, s2.acc: 95.7597, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0490, loss: 0.9314 2024-04-05 09:25:00,258 - mmdet - INFO - Epoch [32][7100/7330] lr: 4.612e-07, eta: 12:24:18, time: 1.485, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1272, s0.acc: 95.3743, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2048, s1.loss_cls: 0.0589, s1.acc: 95.6543, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1038, s2.loss_cls: 0.0296, s2.acc: 95.4577, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0491, loss: 0.9550 2024-04-05 09:26:17,550 - mmdet - INFO - Epoch [32][7150/7330] lr: 4.612e-07, eta: 12:23:03, time: 1.546, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1315, s0.acc: 95.1726, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2064, s1.loss_cls: 0.0617, s1.acc: 95.4693, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1036, s2.loss_cls: 0.0309, s2.acc: 95.2555, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0490, loss: 0.9739 2024-04-05 09:27:34,970 - mmdet - INFO - Epoch [32][7200/7330] lr: 4.612e-07, eta: 12:21:48, time: 1.548, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1242, s0.acc: 95.4714, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2035, s1.loss_cls: 0.0588, s1.acc: 95.5907, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1024, s2.loss_cls: 0.0296, s2.acc: 95.4226, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0486, loss: 0.9413 2024-04-05 09:28:50,464 - mmdet - INFO - Epoch [32][7250/7330] lr: 4.612e-07, eta: 12:20:32, time: 1.510, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1302, s0.acc: 95.2275, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2161, s1.loss_cls: 0.0612, s1.acc: 95.4741, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1090, s2.loss_cls: 0.0305, s2.acc: 95.3212, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0515, loss: 0.9847 2024-04-05 09:30:05,149 - mmdet - INFO - Epoch [32][7300/7330] lr: 4.612e-07, eta: 12:19:17, time: 1.494, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1143, s0.acc: 95.7852, s0.loss_bbox: 0.1818, s0.loss_mask: 0.1990, s1.loss_cls: 0.0528, s1.acc: 95.9911, s1.loss_bbox: 0.0892, s1.loss_mask: 0.1008, s2.loss_cls: 0.0266, s2.acc: 95.8709, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0480, loss: 0.8868 2024-04-05 09:30:49,068 - mmdet - INFO - Saving checkpoint at 32 epochs 2024-04-05 09:38:27,369 - mmdet - INFO - Evaluating bbox... 2024-04-05 09:39:04,037 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.527 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.714 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.570 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 ] = 0.566 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.674 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.650 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 ] = 0.684 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.785 2024-04-05 09:39:04,038 - mmdet - INFO - Evaluating segm... 2024-04-05 09:39:48,710 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.457 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.691 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.497 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.258 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.492 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.571 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 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.723 2024-04-05 09:39:49,254 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 09:39:49,254 - mmdet - INFO - Epoch(val) [32][1250] bbox_mAP: 0.5270, bbox_mAP_50: 0.7140, bbox_mAP_75: 0.5700, bbox_mAP_s: 0.3490, bbox_mAP_m: 0.5660, bbox_mAP_l: 0.6740, bbox_mAP_copypaste: 0.527 0.714 0.570 0.349 0.566 0.674, segm_mAP: 0.4570, segm_mAP_50: 0.6910, segm_mAP_75: 0.4970, segm_mAP_s: 0.2580, segm_mAP_m: 0.4920, segm_mAP_l: 0.6370, segm_mAP_copypaste: 0.457 0.691 0.497 0.258 0.492 0.637 2024-04-05 09:41:06,804 - mmdet - INFO - Epoch [33][50/7330] lr: 4.612e-07, eta: 12:17:10, time: 1.550, data_time: 0.109, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1243, s0.acc: 95.4565, s0.loss_bbox: 0.1997, s0.loss_mask: 0.2024, s1.loss_cls: 0.0567, s1.acc: 95.7626, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1035, s2.loss_cls: 0.0285, s2.acc: 95.7937, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0494, loss: 0.9437 2024-04-05 09:42:22,211 - mmdet - INFO - Epoch [33][100/7330] lr: 4.612e-07, eta: 12:15:55, time: 1.508, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1214, s0.acc: 95.4907, s0.loss_bbox: 0.2004, s0.loss_mask: 0.2069, s1.loss_cls: 0.0565, s1.acc: 95.7529, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1039, s2.loss_cls: 0.0284, s2.acc: 95.6281, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0495, loss: 0.9446 2024-04-05 09:43:36,116 - mmdet - INFO - Epoch [33][150/7330] lr: 4.612e-07, eta: 12:14:39, time: 1.478, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1277, s0.acc: 95.3401, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2068, s1.loss_cls: 0.0590, s1.acc: 95.6086, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1038, s2.loss_cls: 0.0295, s2.acc: 95.4385, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0493, loss: 0.9631 2024-04-05 09:44:48,313 - mmdet - INFO - Epoch [33][200/7330] lr: 4.612e-07, eta: 12:13:23, time: 1.443, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1151, s0.acc: 95.8105, s0.loss_bbox: 0.1886, s0.loss_mask: 0.1976, s1.loss_cls: 0.0525, s1.acc: 96.1089, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1009, s2.loss_cls: 0.0264, s2.acc: 95.9891, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0481, loss: 0.9003 2024-04-05 09:46:03,098 - mmdet - INFO - Epoch [33][250/7330] lr: 4.612e-07, eta: 12:12:07, time: 1.496, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1182, s0.acc: 95.6436, s0.loss_bbox: 0.1976, s0.loss_mask: 0.2031, s1.loss_cls: 0.0545, s1.acc: 95.9436, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1026, s2.loss_cls: 0.0275, s2.acc: 95.7527, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0486, loss: 0.9252 2024-04-05 09:47:18,061 - mmdet - INFO - Epoch [33][300/7330] lr: 4.612e-07, eta: 12:10:52, time: 1.499, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1265, s0.acc: 95.4355, s0.loss_bbox: 0.1928, s0.loss_mask: 0.2028, s1.loss_cls: 0.0591, s1.acc: 95.6315, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1025, s2.loss_cls: 0.0299, s2.acc: 95.4512, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0488, loss: 0.9325 2024-04-05 09:48:37,959 - mmdet - INFO - Epoch [33][350/7330] lr: 4.612e-07, eta: 12:09:37, time: 1.598, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1230, s0.acc: 95.4614, s0.loss_bbox: 0.1975, s0.loss_mask: 0.2015, s1.loss_cls: 0.0563, s1.acc: 95.7986, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1015, s2.loss_cls: 0.0287, s2.acc: 95.5370, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0484, loss: 0.9313 2024-04-05 09:49:57,987 - mmdet - INFO - Epoch [33][400/7330] lr: 4.612e-07, eta: 12:08:22, time: 1.601, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1197, s0.acc: 95.6399, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2048, s1.loss_cls: 0.0548, s1.acc: 95.9301, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1041, s2.loss_cls: 0.0283, s2.acc: 95.7309, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0497, loss: 0.9414 2024-04-05 09:51:11,590 - mmdet - INFO - Epoch [33][450/7330] lr: 4.612e-07, eta: 12:07:06, time: 1.472, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1207, s0.acc: 95.5950, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2071, s1.loss_cls: 0.0549, s1.acc: 95.8773, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1044, s2.loss_cls: 0.0277, s2.acc: 95.7427, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0494, loss: 0.9428 2024-04-05 09:52:28,455 - mmdet - INFO - Epoch [33][500/7330] lr: 4.612e-07, eta: 12:05:50, time: 1.537, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1211, s0.acc: 95.5471, s0.loss_bbox: 0.1993, s0.loss_mask: 0.2044, s1.loss_cls: 0.0551, s1.acc: 95.9038, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1034, s2.loss_cls: 0.0280, s2.acc: 95.6474, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0493, loss: 0.9370 2024-04-05 09:53:45,511 - mmdet - INFO - Epoch [33][550/7330] lr: 4.612e-07, eta: 12:04:35, time: 1.541, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1244, s0.acc: 95.4243, s0.loss_bbox: 0.2011, s0.loss_mask: 0.2059, s1.loss_cls: 0.0570, s1.acc: 95.7424, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1049, s2.loss_cls: 0.0291, s2.acc: 95.5654, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0499, loss: 0.9505 2024-04-05 09:55:01,804 - mmdet - INFO - Epoch [33][600/7330] lr: 4.612e-07, eta: 12:03:20, time: 1.526, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1263, s0.acc: 95.4016, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2067, s1.loss_cls: 0.0580, s1.acc: 95.6583, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1055, s2.loss_cls: 0.0295, s2.acc: 95.4736, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0501, loss: 0.9683 2024-04-05 09:56:17,857 - mmdet - INFO - Epoch [33][650/7330] lr: 4.612e-07, eta: 12:02:04, time: 1.521, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1224, s0.acc: 95.5881, s0.loss_bbox: 0.1924, s0.loss_mask: 0.2000, s1.loss_cls: 0.0573, s1.acc: 95.8082, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1018, s2.loss_cls: 0.0292, s2.acc: 95.5389, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0484, loss: 0.9245 2024-04-05 09:57:32,113 - mmdet - INFO - Epoch [33][700/7330] lr: 4.612e-07, eta: 12:00:48, time: 1.485, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1216, s0.acc: 95.4814, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2068, s1.loss_cls: 0.0565, s1.acc: 95.7694, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1046, s2.loss_cls: 0.0283, s2.acc: 95.5747, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0497, loss: 0.9473 2024-04-05 09:58:49,254 - mmdet - INFO - Epoch [33][750/7330] lr: 4.612e-07, eta: 11:59:33, time: 1.543, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1249, s0.acc: 95.4849, s0.loss_bbox: 0.1991, s0.loss_mask: 0.2037, s1.loss_cls: 0.0579, s1.acc: 95.7287, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1034, s2.loss_cls: 0.0289, s2.acc: 95.5964, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0494, loss: 0.9449 2024-04-05 10:00:06,226 - mmdet - INFO - Epoch [33][800/7330] lr: 4.612e-07, eta: 11:58:18, time: 1.539, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1192, s0.acc: 95.6528, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2071, s1.loss_cls: 0.0550, s1.acc: 95.9229, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1040, s2.loss_cls: 0.0278, s2.acc: 95.6857, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0494, loss: 0.9339 2024-04-05 10:01:24,753 - mmdet - INFO - Epoch [33][850/7330] lr: 4.612e-07, eta: 11:57:02, time: 1.571, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1200, s0.acc: 95.6943, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2056, s1.loss_cls: 0.0548, s1.acc: 95.9352, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1028, s2.loss_cls: 0.0277, s2.acc: 95.7750, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0488, loss: 0.9425 2024-04-05 10:02:38,176 - mmdet - INFO - Epoch [33][900/7330] lr: 4.612e-07, eta: 11:55:47, time: 1.468, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1161, s0.acc: 95.7695, s0.loss_bbox: 0.1912, s0.loss_mask: 0.1985, s1.loss_cls: 0.0538, s1.acc: 96.0262, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1002, s2.loss_cls: 0.0275, s2.acc: 95.8171, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0476, loss: 0.9054 2024-04-05 10:03:56,670 - mmdet - INFO - Epoch [33][950/7330] lr: 4.612e-07, eta: 11:54:31, time: 1.570, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1204, s0.acc: 95.5718, s0.loss_bbox: 0.1991, s0.loss_mask: 0.2044, s1.loss_cls: 0.0555, s1.acc: 95.8583, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1041, s2.loss_cls: 0.0284, s2.acc: 95.6171, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0495, loss: 0.9357 2024-04-05 10:05:11,828 - mmdet - INFO - Epoch [33][1000/7330] lr: 4.612e-07, eta: 11:53:16, time: 1.504, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1152, s0.acc: 95.7258, s0.loss_bbox: 0.1912, s0.loss_mask: 0.2026, s1.loss_cls: 0.0528, s1.acc: 96.0676, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1016, s2.loss_cls: 0.0272, s2.acc: 95.8224, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0483, loss: 0.9096 2024-04-05 10:06:26,470 - mmdet - INFO - Epoch [33][1050/7330] lr: 4.612e-07, eta: 11:52:00, time: 1.493, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1211, s0.acc: 95.6030, s0.loss_bbox: 0.1978, s0.loss_mask: 0.2075, s1.loss_cls: 0.0565, s1.acc: 95.7713, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1047, s2.loss_cls: 0.0287, s2.acc: 95.6609, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0501, loss: 0.9390 2024-04-05 10:07:43,971 - mmdet - INFO - Epoch [33][1100/7330] lr: 4.612e-07, eta: 11:50:45, time: 1.550, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1240, s0.acc: 95.4333, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2096, s1.loss_cls: 0.0577, s1.acc: 95.6648, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1049, s2.loss_cls: 0.0287, s2.acc: 95.5381, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0495, loss: 0.9546 2024-04-05 10:09:01,496 - mmdet - INFO - Epoch [33][1150/7330] lr: 4.612e-07, eta: 11:49:29, time: 1.551, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1192, s0.acc: 95.5745, s0.loss_bbox: 0.1964, s0.loss_mask: 0.2044, s1.loss_cls: 0.0550, s1.acc: 95.8350, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1032, s2.loss_cls: 0.0275, s2.acc: 95.7519, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0490, loss: 0.9280 2024-04-05 10:10:18,538 - mmdet - INFO - Epoch [33][1200/7330] lr: 4.612e-07, eta: 11:48:14, time: 1.540, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1252, s0.acc: 95.4014, s0.loss_bbox: 0.2010, s0.loss_mask: 0.2038, s1.loss_cls: 0.0580, s1.acc: 95.6454, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1025, s2.loss_cls: 0.0290, s2.acc: 95.5433, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0486, loss: 0.9468 2024-04-05 10:11:33,103 - mmdet - INFO - Epoch [33][1250/7330] lr: 4.612e-07, eta: 11:46:58, time: 1.492, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1178, s0.acc: 95.5840, s0.loss_bbox: 0.1947, s0.loss_mask: 0.2023, s1.loss_cls: 0.0551, s1.acc: 95.8189, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1028, s2.loss_cls: 0.0279, s2.acc: 95.7233, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0489, loss: 0.9218 2024-04-05 10:12:49,498 - mmdet - INFO - Epoch [33][1300/7330] lr: 4.612e-07, eta: 11:45:43, time: 1.528, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1285, s0.acc: 95.2366, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2095, s1.loss_cls: 0.0597, s1.acc: 95.5025, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1055, s2.loss_cls: 0.0301, s2.acc: 95.3816, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0503, loss: 0.9751 2024-04-05 10:14:05,010 - mmdet - INFO - Epoch [33][1350/7330] lr: 4.612e-07, eta: 11:44:27, time: 1.510, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1164, s0.acc: 95.6667, s0.loss_bbox: 0.1926, s0.loss_mask: 0.2016, s1.loss_cls: 0.0541, s1.acc: 95.9087, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1024, s2.loss_cls: 0.0277, s2.acc: 95.7035, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0489, loss: 0.9170 2024-04-05 10:15:19,278 - mmdet - INFO - Epoch [33][1400/7330] lr: 4.612e-07, eta: 11:43:12, time: 1.485, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1288, s0.acc: 95.3279, s0.loss_bbox: 0.2040, s0.loss_mask: 0.2027, s1.loss_cls: 0.0591, s1.acc: 95.5379, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1020, s2.loss_cls: 0.0298, s2.acc: 95.4238, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0482, loss: 0.9553 2024-04-05 10:16:32,677 - mmdet - INFO - Epoch [33][1450/7330] lr: 4.612e-07, eta: 11:41:56, time: 1.468, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1187, s0.acc: 95.6340, s0.loss_bbox: 0.1984, s0.loss_mask: 0.2045, s1.loss_cls: 0.0556, s1.acc: 95.7501, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1036, s2.loss_cls: 0.0279, s2.acc: 95.6751, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0492, loss: 0.9366 2024-04-05 10:17:47,517 - mmdet - INFO - Epoch [33][1500/7330] lr: 4.612e-07, eta: 11:40:40, time: 1.496, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1165, s0.acc: 95.7146, s0.loss_bbox: 0.1946, s0.loss_mask: 0.1985, s1.loss_cls: 0.0536, s1.acc: 95.9683, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1015, s2.loss_cls: 0.0273, s2.acc: 95.7819, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0483, loss: 0.9135 2024-04-05 10:19:02,079 - mmdet - INFO - Epoch [33][1550/7330] lr: 4.612e-07, eta: 11:39:25, time: 1.492, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1193, s0.acc: 95.6799, s0.loss_bbox: 0.1916, s0.loss_mask: 0.2044, s1.loss_cls: 0.0558, s1.acc: 95.8379, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1031, s2.loss_cls: 0.0281, s2.acc: 95.7551, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0490, loss: 0.9207 2024-04-05 10:20:19,123 - mmdet - INFO - Epoch [33][1600/7330] lr: 4.612e-07, eta: 11:38:09, time: 1.540, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1243, s0.acc: 95.3828, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2126, s1.loss_cls: 0.0579, s1.acc: 95.6067, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1068, s2.loss_cls: 0.0294, s2.acc: 95.4456, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0509, loss: 0.9697 2024-04-05 10:21:32,280 - mmdet - INFO - Epoch [33][1650/7330] lr: 4.612e-07, eta: 11:36:53, time: 1.464, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1258, s0.acc: 95.4260, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2055, s1.loss_cls: 0.0584, s1.acc: 95.6648, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1041, s2.loss_cls: 0.0295, s2.acc: 95.5251, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0496, loss: 0.9605 2024-04-05 10:22:48,133 - mmdet - INFO - Epoch [33][1700/7330] lr: 4.612e-07, eta: 11:35:38, time: 1.517, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1214, s0.acc: 95.5894, s0.loss_bbox: 0.1941, s0.loss_mask: 0.2059, s1.loss_cls: 0.0565, s1.acc: 95.8543, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1033, s2.loss_cls: 0.0289, s2.acc: 95.6124, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0491, loss: 0.9318 2024-04-05 10:24:04,844 - mmdet - INFO - Epoch [33][1750/7330] lr: 4.612e-07, eta: 11:34:22, time: 1.534, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1283, s0.acc: 95.2932, s0.loss_bbox: 0.2022, s0.loss_mask: 0.2039, s1.loss_cls: 0.0596, s1.acc: 95.5243, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1041, s2.loss_cls: 0.0295, s2.acc: 95.4631, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0498, loss: 0.9597 2024-04-05 10:25:19,633 - mmdet - INFO - Epoch [33][1800/7330] lr: 4.612e-07, eta: 11:33:07, time: 1.495, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1176, s0.acc: 95.6711, s0.loss_bbox: 0.1946, s0.loss_mask: 0.2058, s1.loss_cls: 0.0543, s1.acc: 95.9214, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1038, s2.loss_cls: 0.0277, s2.acc: 95.8256, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0491, loss: 0.9273 2024-04-05 10:26:32,679 - mmdet - INFO - Epoch [33][1850/7330] lr: 4.612e-07, eta: 11:31:51, time: 1.461, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1285, s0.acc: 95.2422, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2139, s1.loss_cls: 0.0598, s1.acc: 95.4856, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1073, s2.loss_cls: 0.0301, s2.acc: 95.3323, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0508, loss: 0.9769 2024-04-05 10:27:46,625 - mmdet - INFO - Epoch [33][1900/7330] lr: 4.612e-07, eta: 11:30:35, time: 1.479, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1177, s0.acc: 95.6660, s0.loss_bbox: 0.1875, s0.loss_mask: 0.2008, s1.loss_cls: 0.0550, s1.acc: 95.8881, s1.loss_bbox: 0.0900, s1.loss_mask: 0.1012, s2.loss_cls: 0.0279, s2.acc: 95.7384, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0481, loss: 0.9055 2024-04-05 10:29:02,327 - mmdet - INFO - Epoch [33][1950/7330] lr: 4.612e-07, eta: 11:29:20, time: 1.514, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1252, s0.acc: 95.4102, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2081, s1.loss_cls: 0.0570, s1.acc: 95.8016, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1051, s2.loss_cls: 0.0289, s2.acc: 95.6184, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0498, loss: 0.9602 2024-04-05 10:30:16,034 - mmdet - INFO - Epoch [33][2000/7330] lr: 4.612e-07, eta: 11:28:04, time: 1.474, data_time: 0.042, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1157, s0.acc: 95.8154, s0.loss_bbox: 0.1900, s0.loss_mask: 0.2005, s1.loss_cls: 0.0536, s1.acc: 96.0651, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1014, s2.loss_cls: 0.0274, s2.acc: 95.8014, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0480, loss: 0.9070 2024-04-05 10:31:29,833 - mmdet - INFO - Epoch [33][2050/7330] lr: 4.612e-07, eta: 11:26:48, time: 1.476, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1251, s0.acc: 95.3921, s0.loss_bbox: 0.2014, s0.loss_mask: 0.2105, s1.loss_cls: 0.0588, s1.acc: 95.6686, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1056, s2.loss_cls: 0.0299, s2.acc: 95.5058, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0497, loss: 0.9592 2024-04-05 10:32:44,519 - mmdet - INFO - Epoch [33][2100/7330] lr: 4.612e-07, eta: 11:25:32, time: 1.494, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1161, s0.acc: 95.8071, s0.loss_bbox: 0.1841, s0.loss_mask: 0.1969, s1.loss_cls: 0.0537, s1.acc: 96.0897, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0994, s2.loss_cls: 0.0269, s2.acc: 95.9798, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0475, loss: 0.8911 2024-04-05 10:33:57,816 - mmdet - INFO - Epoch [33][2150/7330] lr: 4.612e-07, eta: 11:24:17, time: 1.466, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1275, s0.acc: 95.2771, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2121, s1.loss_cls: 0.0596, s1.acc: 95.4932, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1059, s2.loss_cls: 0.0304, s2.acc: 95.3027, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0503, loss: 0.9749 2024-04-05 10:35:12,901 - mmdet - INFO - Epoch [33][2200/7330] lr: 4.612e-07, eta: 11:23:01, time: 1.502, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1239, s0.acc: 95.4587, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2051, s1.loss_cls: 0.0565, s1.acc: 95.7186, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1044, s2.loss_cls: 0.0287, s2.acc: 95.5233, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0497, loss: 0.9447 2024-04-05 10:36:24,596 - mmdet - INFO - Epoch [33][2250/7330] lr: 4.612e-07, eta: 11:21:45, time: 1.433, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1116, s0.acc: 95.8762, s0.loss_bbox: 0.1867, s0.loss_mask: 0.1990, s1.loss_cls: 0.0525, s1.acc: 96.0429, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1014, s2.loss_cls: 0.0270, s2.acc: 95.7634, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0481, loss: 0.8930 2024-04-05 10:37:39,546 - mmdet - INFO - Epoch [33][2300/7330] lr: 4.612e-07, eta: 11:20:29, time: 1.499, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1268, s0.acc: 95.2761, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2096, s1.loss_cls: 0.0600, s1.acc: 95.4232, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1057, s2.loss_cls: 0.0302, s2.acc: 95.2195, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0500, loss: 0.9646 2024-04-05 10:38:55,877 - mmdet - INFO - Epoch [33][2350/7330] lr: 4.612e-07, eta: 11:19:14, time: 1.527, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1226, s0.acc: 95.4788, s0.loss_bbox: 0.1969, s0.loss_mask: 0.2020, s1.loss_cls: 0.0564, s1.acc: 95.7036, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1021, s2.loss_cls: 0.0287, s2.acc: 95.4768, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0483, loss: 0.9325 2024-04-05 10:40:12,989 - mmdet - INFO - Epoch [33][2400/7330] lr: 4.612e-07, eta: 11:17:58, time: 1.542, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1186, s0.acc: 95.6069, s0.loss_bbox: 0.1974, s0.loss_mask: 0.2071, s1.loss_cls: 0.0539, s1.acc: 95.9294, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1045, s2.loss_cls: 0.0276, s2.acc: 95.7571, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0497, loss: 0.9342 2024-04-05 10:41:30,822 - mmdet - INFO - Epoch [33][2450/7330] lr: 4.612e-07, eta: 11:16:43, time: 1.557, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1220, s0.acc: 95.5120, s0.loss_bbox: 0.1990, s0.loss_mask: 0.2088, s1.loss_cls: 0.0563, s1.acc: 95.7621, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1046, s2.loss_cls: 0.0286, s2.acc: 95.5643, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0495, loss: 0.9451 2024-04-05 10:42:50,407 - mmdet - INFO - Epoch [33][2500/7330] lr: 4.612e-07, eta: 11:15:28, time: 1.592, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1310, s0.acc: 95.2112, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2064, s1.loss_cls: 0.0605, s1.acc: 95.4775, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1046, s2.loss_cls: 0.0308, s2.acc: 95.3004, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0494, loss: 0.9764 2024-04-05 10:44:04,992 - mmdet - INFO - Epoch [33][2550/7330] lr: 4.612e-07, eta: 11:14:12, time: 1.492, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1234, s0.acc: 95.4673, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2076, s1.loss_cls: 0.0577, s1.acc: 95.7067, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1045, s2.loss_cls: 0.0287, s2.acc: 95.5436, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0496, loss: 0.9573 2024-04-05 10:45:19,281 - mmdet - INFO - Epoch [33][2600/7330] lr: 4.612e-07, eta: 11:12:57, time: 1.486, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1219, s0.acc: 95.5220, s0.loss_bbox: 0.2004, s0.loss_mask: 0.2092, s1.loss_cls: 0.0565, s1.acc: 95.7718, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1053, s2.loss_cls: 0.0283, s2.acc: 95.6251, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0500, loss: 0.9468 2024-04-05 10:46:35,326 - mmdet - INFO - Epoch [33][2650/7330] lr: 4.612e-07, eta: 11:11:41, time: 1.521, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1153, s0.acc: 95.6174, s0.loss_bbox: 0.1918, s0.loss_mask: 0.2053, s1.loss_cls: 0.0544, s1.acc: 95.7845, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1046, s2.loss_cls: 0.0274, s2.acc: 95.6478, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0499, loss: 0.9182 2024-04-05 10:47:51,666 - mmdet - INFO - Epoch [33][2700/7330] lr: 4.612e-07, eta: 11:10:26, time: 1.527, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1189, s0.acc: 95.5845, s0.loss_bbox: 0.1929, s0.loss_mask: 0.2019, s1.loss_cls: 0.0553, s1.acc: 95.8331, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1020, s2.loss_cls: 0.0278, s2.acc: 95.7100, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0486, loss: 0.9169 2024-04-05 10:49:04,790 - mmdet - INFO - Epoch [33][2750/7330] lr: 4.612e-07, eta: 11:09:10, time: 1.462, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1170, s0.acc: 95.7253, s0.loss_bbox: 0.1942, s0.loss_mask: 0.2015, s1.loss_cls: 0.0537, s1.acc: 95.9310, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1018, s2.loss_cls: 0.0267, s2.acc: 95.9260, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0484, loss: 0.9139 2024-04-05 10:50:20,834 - mmdet - INFO - Epoch [33][2800/7330] lr: 4.612e-07, eta: 11:07:54, time: 1.521, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1236, s0.acc: 95.4438, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2052, s1.loss_cls: 0.0574, s1.acc: 95.7559, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1032, s2.loss_cls: 0.0286, s2.acc: 95.6503, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0492, loss: 0.9450 2024-04-05 10:51:35,628 - mmdet - INFO - Epoch [33][2850/7330] lr: 4.612e-07, eta: 11:06:39, time: 1.496, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1232, s0.acc: 95.4673, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2069, s1.loss_cls: 0.0568, s1.acc: 95.7411, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1043, s2.loss_cls: 0.0290, s2.acc: 95.5400, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0496, loss: 0.9477 2024-04-05 10:52:51,639 - mmdet - INFO - Epoch [33][2900/7330] lr: 4.612e-07, eta: 11:05:23, time: 1.520, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1266, s0.acc: 95.4028, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2066, s1.loss_cls: 0.0579, s1.acc: 95.6929, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1045, s2.loss_cls: 0.0287, s2.acc: 95.5573, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0496, loss: 0.9585 2024-04-05 10:54:06,775 - mmdet - INFO - Epoch [33][2950/7330] lr: 4.612e-07, eta: 11:04:08, time: 1.503, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1208, s0.acc: 95.5874, s0.loss_bbox: 0.1937, s0.loss_mask: 0.2047, s1.loss_cls: 0.0566, s1.acc: 95.7704, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1033, s2.loss_cls: 0.0286, s2.acc: 95.6392, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0488, loss: 0.9258 2024-04-05 10:55:22,923 - mmdet - INFO - Epoch [33][3000/7330] lr: 4.612e-07, eta: 11:02:52, time: 1.523, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1241, s0.acc: 95.4360, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2083, s1.loss_cls: 0.0571, s1.acc: 95.7372, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1060, s2.loss_cls: 0.0289, s2.acc: 95.5402, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0502, loss: 0.9503 2024-04-05 10:56:35,402 - mmdet - INFO - Epoch [33][3050/7330] lr: 4.612e-07, eta: 11:01:36, time: 1.450, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1277, s0.acc: 95.3870, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2047, s1.loss_cls: 0.0591, s1.acc: 95.6826, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1029, s2.loss_cls: 0.0298, s2.acc: 95.4787, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0488, loss: 0.9534 2024-04-05 10:57:50,555 - mmdet - INFO - Epoch [33][3100/7330] lr: 4.612e-07, eta: 11:00:21, time: 1.503, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1199, s0.acc: 95.5515, s0.loss_bbox: 0.1976, s0.loss_mask: 0.2079, s1.loss_cls: 0.0552, s1.acc: 95.8302, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1049, s2.loss_cls: 0.0280, s2.acc: 95.6941, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0500, loss: 0.9373 2024-04-05 10:59:03,316 - mmdet - INFO - Epoch [33][3150/7330] lr: 4.612e-07, eta: 10:59:05, time: 1.455, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1169, s0.acc: 95.6125, s0.loss_bbox: 0.1945, s0.loss_mask: 0.2067, s1.loss_cls: 0.0550, s1.acc: 95.8212, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1040, s2.loss_cls: 0.0277, s2.acc: 95.7241, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0493, loss: 0.9250 2024-04-05 11:00:16,457 - mmdet - INFO - Epoch [33][3200/7330] lr: 4.612e-07, eta: 10:57:49, time: 1.463, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1225, s0.acc: 95.5315, s0.loss_bbox: 0.1970, s0.loss_mask: 0.2045, s1.loss_cls: 0.0576, s1.acc: 95.7135, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1042, s2.loss_cls: 0.0292, s2.acc: 95.4890, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0498, loss: 0.9384 2024-04-05 11:01:33,533 - mmdet - INFO - Epoch [33][3250/7330] lr: 4.612e-07, eta: 10:56:34, time: 1.541, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1261, s0.acc: 95.2935, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2093, s1.loss_cls: 0.0588, s1.acc: 95.5661, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1048, s2.loss_cls: 0.0292, s2.acc: 95.4610, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0499, loss: 0.9608 2024-04-05 11:02:49,540 - mmdet - INFO - Epoch [33][3300/7330] lr: 4.612e-07, eta: 10:55:18, time: 1.520, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1243, s0.acc: 95.4084, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2106, s1.loss_cls: 0.0574, s1.acc: 95.6882, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1061, s2.loss_cls: 0.0287, s2.acc: 95.6508, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0501, loss: 0.9613 2024-04-05 11:04:04,240 - mmdet - INFO - Epoch [33][3350/7330] lr: 4.612e-07, eta: 10:54:02, time: 1.494, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1172, s0.acc: 95.7502, s0.loss_bbox: 0.1874, s0.loss_mask: 0.1992, s1.loss_cls: 0.0547, s1.acc: 95.9825, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1015, s2.loss_cls: 0.0274, s2.acc: 95.7699, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0487, loss: 0.9036 2024-04-05 11:05:16,817 - mmdet - INFO - Epoch [33][3400/7330] lr: 4.612e-07, eta: 10:52:47, time: 1.452, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1172, s0.acc: 95.7080, s0.loss_bbox: 0.1895, s0.loss_mask: 0.1989, s1.loss_cls: 0.0547, s1.acc: 95.9404, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1007, s2.loss_cls: 0.0275, s2.acc: 95.8393, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0480, loss: 0.9044 2024-04-05 11:06:29,109 - mmdet - INFO - Epoch [33][3450/7330] lr: 4.612e-07, eta: 10:51:31, time: 1.445, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1194, s0.acc: 95.5847, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2017, s1.loss_cls: 0.0553, s1.acc: 95.8630, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1020, s2.loss_cls: 0.0281, s2.acc: 95.7315, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0487, loss: 0.9220 2024-04-05 11:07:43,740 - mmdet - INFO - Epoch [33][3500/7330] lr: 4.612e-07, eta: 10:50:15, time: 1.493, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1162, s0.acc: 95.7864, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2031, s1.loss_cls: 0.0551, s1.acc: 95.8824, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1030, s2.loss_cls: 0.0276, s2.acc: 95.8233, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0487, loss: 0.9192 2024-04-05 11:08:59,512 - mmdet - INFO - Epoch [33][3550/7330] lr: 4.612e-07, eta: 10:48:59, time: 1.515, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1210, s0.acc: 95.5686, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2026, s1.loss_cls: 0.0560, s1.acc: 95.8027, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1027, s2.loss_cls: 0.0285, s2.acc: 95.6617, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0490, loss: 0.9289 2024-04-05 11:10:17,310 - mmdet - INFO - Epoch [33][3600/7330] lr: 4.612e-07, eta: 10:47:44, time: 1.556, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1278, s0.acc: 95.3472, s0.loss_bbox: 0.1989, s0.loss_mask: 0.2041, s1.loss_cls: 0.0590, s1.acc: 95.5833, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1030, s2.loss_cls: 0.0294, s2.acc: 95.4934, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0487, loss: 0.9485 2024-04-05 11:11:31,025 - mmdet - INFO - Epoch [33][3650/7330] lr: 4.612e-07, eta: 10:46:28, time: 1.474, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1209, s0.acc: 95.6045, s0.loss_bbox: 0.1951, s0.loss_mask: 0.2075, s1.loss_cls: 0.0556, s1.acc: 95.9175, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1034, s2.loss_cls: 0.0282, s2.acc: 95.7242, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0490, loss: 0.9336 2024-04-05 11:12:45,784 - mmdet - INFO - Epoch [33][3700/7330] lr: 4.612e-07, eta: 10:45:13, time: 1.496, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1238, s0.acc: 95.4302, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2029, s1.loss_cls: 0.0576, s1.acc: 95.6240, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1036, s2.loss_cls: 0.0294, s2.acc: 95.5055, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0496, loss: 0.9488 2024-04-05 11:14:01,295 - mmdet - INFO - Epoch [33][3750/7330] lr: 4.612e-07, eta: 10:43:57, time: 1.510, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1151, s0.acc: 95.7874, s0.loss_bbox: 0.1855, s0.loss_mask: 0.2035, s1.loss_cls: 0.0534, s1.acc: 96.0304, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1016, s2.loss_cls: 0.0269, s2.acc: 95.9261, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0481, loss: 0.9003 2024-04-05 11:15:14,639 - mmdet - INFO - Epoch [33][3800/7330] lr: 4.612e-07, eta: 10:42:41, time: 1.467, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1224, s0.acc: 95.5039, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2029, s1.loss_cls: 0.0572, s1.acc: 95.7311, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1029, s2.loss_cls: 0.0288, s2.acc: 95.5323, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0491, loss: 0.9476 2024-04-05 11:16:30,035 - mmdet - INFO - Epoch [33][3850/7330] lr: 4.612e-07, eta: 10:41:26, time: 1.508, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1253, s0.acc: 95.3811, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2083, s1.loss_cls: 0.0579, s1.acc: 95.6800, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1056, s2.loss_cls: 0.0294, s2.acc: 95.5260, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0502, loss: 0.9776 2024-04-05 11:17:47,095 - mmdet - INFO - Epoch [33][3900/7330] lr: 4.612e-07, eta: 10:40:10, time: 1.541, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1254, s0.acc: 95.3767, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2048, s1.loss_cls: 0.0580, s1.acc: 95.6149, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1046, s2.loss_cls: 0.0295, s2.acc: 95.4795, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0498, loss: 0.9511 2024-04-05 11:18:59,379 - mmdet - INFO - Epoch [33][3950/7330] lr: 4.612e-07, eta: 10:38:55, time: 1.446, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1218, s0.acc: 95.5391, s0.loss_bbox: 0.1938, s0.loss_mask: 0.2049, s1.loss_cls: 0.0567, s1.acc: 95.7441, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1036, s2.loss_cls: 0.0287, s2.acc: 95.5576, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0494, loss: 0.9317 2024-04-05 11:20:13,335 - mmdet - INFO - Epoch [33][4000/7330] lr: 4.612e-07, eta: 10:37:39, time: 1.479, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1221, s0.acc: 95.3965, s0.loss_bbox: 0.1982, s0.loss_mask: 0.2039, s1.loss_cls: 0.0571, s1.acc: 95.6011, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1026, s2.loss_cls: 0.0285, s2.acc: 95.4881, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0487, loss: 0.9352 2024-04-05 11:21:30,991 - mmdet - INFO - Epoch [33][4050/7330] lr: 4.612e-07, eta: 10:36:24, time: 1.553, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1219, s0.acc: 95.5476, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2020, s1.loss_cls: 0.0572, s1.acc: 95.7812, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1031, s2.loss_cls: 0.0288, s2.acc: 95.5573, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0489, loss: 0.9442 2024-04-05 11:22:46,685 - mmdet - INFO - Epoch [33][4100/7330] lr: 4.612e-07, eta: 10:35:08, time: 1.514, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1217, s0.acc: 95.4663, s0.loss_bbox: 0.1988, s0.loss_mask: 0.2034, s1.loss_cls: 0.0570, s1.acc: 95.6439, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1028, s2.loss_cls: 0.0283, s2.acc: 95.4908, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0488, loss: 0.9381 2024-04-05 11:24:01,618 - mmdet - INFO - Epoch [33][4150/7330] lr: 4.612e-07, eta: 10:33:52, time: 1.499, data_time: 0.062, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1209, s0.acc: 95.5371, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2077, s1.loss_cls: 0.0558, s1.acc: 95.8472, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1052, s2.loss_cls: 0.0283, s2.acc: 95.5916, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0501, loss: 0.9537 2024-04-05 11:25:20,119 - mmdet - INFO - Epoch [33][4200/7330] lr: 4.612e-07, eta: 10:32:37, time: 1.570, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1281, s0.acc: 95.3303, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2046, s1.loss_cls: 0.0586, s1.acc: 95.6754, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1029, s2.loss_cls: 0.0291, s2.acc: 95.6383, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0489, loss: 0.9626 2024-04-05 11:26:34,776 - mmdet - INFO - Epoch [33][4250/7330] lr: 4.612e-07, eta: 10:31:21, time: 1.493, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1228, s0.acc: 95.4666, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2104, s1.loss_cls: 0.0573, s1.acc: 95.6610, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1060, s2.loss_cls: 0.0289, s2.acc: 95.5509, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0503, loss: 0.9536 2024-04-05 11:27:50,515 - mmdet - INFO - Epoch [33][4300/7330] lr: 4.612e-07, eta: 10:30:06, time: 1.515, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1188, s0.acc: 95.7124, s0.loss_bbox: 0.1932, s0.loss_mask: 0.2048, s1.loss_cls: 0.0546, s1.acc: 95.9709, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1035, s2.loss_cls: 0.0278, s2.acc: 95.8087, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0492, loss: 0.9189 2024-04-05 11:29:09,519 - mmdet - INFO - Epoch [33][4350/7330] lr: 4.612e-07, eta: 10:28:51, time: 1.580, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1209, s0.acc: 95.5459, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2074, s1.loss_cls: 0.0555, s1.acc: 95.8406, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1043, s2.loss_cls: 0.0281, s2.acc: 95.7177, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0496, loss: 0.9514 2024-04-05 11:30:23,974 - mmdet - INFO - Epoch [33][4400/7330] lr: 4.612e-07, eta: 10:27:35, time: 1.490, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1236, s0.acc: 95.3677, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2054, s1.loss_cls: 0.0564, s1.acc: 95.7066, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1035, s2.loss_cls: 0.0282, s2.acc: 95.5667, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0493, loss: 0.9480 2024-04-05 11:31:40,776 - mmdet - INFO - Epoch [33][4450/7330] lr: 4.612e-07, eta: 10:26:20, time: 1.536, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1274, s0.acc: 95.2197, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2040, s1.loss_cls: 0.0598, s1.acc: 95.4190, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1029, s2.loss_cls: 0.0304, s2.acc: 95.2918, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0487, loss: 0.9618 2024-04-05 11:32:57,274 - mmdet - INFO - Epoch [33][4500/7330] lr: 4.612e-07, eta: 10:25:04, time: 1.530, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1287, s0.acc: 95.2881, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2100, s1.loss_cls: 0.0599, s1.acc: 95.5207, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1063, s2.loss_cls: 0.0299, s2.acc: 95.3442, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0505, loss: 0.9719 2024-04-05 11:34:15,167 - mmdet - INFO - Epoch [33][4550/7330] lr: 4.612e-07, eta: 10:23:49, time: 1.558, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1211, s0.acc: 95.5654, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2020, s1.loss_cls: 0.0563, s1.acc: 95.7875, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1022, s2.loss_cls: 0.0287, s2.acc: 95.5312, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0485, loss: 0.9322 2024-04-05 11:35:32,951 - mmdet - INFO - Epoch [33][4600/7330] lr: 4.612e-07, eta: 10:22:34, time: 1.556, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1240, s0.acc: 95.4893, s0.loss_bbox: 0.2019, s0.loss_mask: 0.2018, s1.loss_cls: 0.0567, s1.acc: 95.8012, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1028, s2.loss_cls: 0.0288, s2.acc: 95.6160, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0487, loss: 0.9436 2024-04-05 11:36:45,172 - mmdet - INFO - Epoch [33][4650/7330] lr: 4.612e-07, eta: 10:21:18, time: 1.444, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1198, s0.acc: 95.5813, s0.loss_bbox: 0.1952, s0.loss_mask: 0.1994, s1.loss_cls: 0.0558, s1.acc: 95.7994, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1018, s2.loss_cls: 0.0282, s2.acc: 95.6147, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0484, loss: 0.9234 2024-04-05 11:37:57,573 - mmdet - INFO - Epoch [33][4700/7330] lr: 4.612e-07, eta: 10:20:02, time: 1.448, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1158, s0.acc: 95.7407, s0.loss_bbox: 0.1907, s0.loss_mask: 0.2030, s1.loss_cls: 0.0536, s1.acc: 96.0180, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1033, s2.loss_cls: 0.0267, s2.acc: 95.9152, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0490, loss: 0.9101 2024-04-05 11:39:17,006 - mmdet - INFO - Epoch [33][4750/7330] lr: 4.612e-07, eta: 10:18:47, time: 1.589, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1177, s0.acc: 95.7205, s0.loss_bbox: 0.1914, s0.loss_mask: 0.2080, s1.loss_cls: 0.0551, s1.acc: 95.8703, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1048, s2.loss_cls: 0.0274, s2.acc: 95.7699, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0498, loss: 0.9217 2024-04-05 11:40:30,306 - mmdet - INFO - Epoch [33][4800/7330] lr: 4.612e-07, eta: 10:17:31, time: 1.466, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1201, s0.acc: 95.6335, s0.loss_bbox: 0.1980, s0.loss_mask: 0.2071, s1.loss_cls: 0.0560, s1.acc: 95.8410, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1032, s2.loss_cls: 0.0284, s2.acc: 95.6774, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0491, loss: 0.9356 2024-04-05 11:41:47,381 - mmdet - INFO - Epoch [33][4850/7330] lr: 4.612e-07, eta: 10:16:15, time: 1.542, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1187, s0.acc: 95.6509, s0.loss_bbox: 0.1960, s0.loss_mask: 0.2014, s1.loss_cls: 0.0554, s1.acc: 95.8327, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1025, s2.loss_cls: 0.0280, s2.acc: 95.7023, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0489, loss: 0.9230 2024-04-05 11:43:03,893 - mmdet - INFO - Epoch [33][4900/7330] lr: 4.612e-07, eta: 10:15:00, time: 1.530, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1158, s0.acc: 95.6699, s0.loss_bbox: 0.1969, s0.loss_mask: 0.2031, s1.loss_cls: 0.0530, s1.acc: 95.9295, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1022, s2.loss_cls: 0.0264, s2.acc: 95.8274, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0486, loss: 0.9193 2024-04-05 11:44:18,748 - mmdet - INFO - Epoch [33][4950/7330] lr: 4.612e-07, eta: 10:13:44, time: 1.497, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1218, s0.acc: 95.5071, s0.loss_bbox: 0.1963, s0.loss_mask: 0.2021, s1.loss_cls: 0.0567, s1.acc: 95.7921, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1035, s2.loss_cls: 0.0284, s2.acc: 95.6123, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0493, loss: 0.9306 2024-04-05 11:45:35,902 - mmdet - INFO - Epoch [33][5000/7330] lr: 4.612e-07, eta: 10:12:29, time: 1.543, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1240, s0.acc: 95.4978, s0.loss_bbox: 0.2011, s0.loss_mask: 0.2071, s1.loss_cls: 0.0586, s1.acc: 95.6905, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1050, s2.loss_cls: 0.0296, s2.acc: 95.4815, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0497, loss: 0.9582 2024-04-05 11:46:52,053 - mmdet - INFO - Epoch [33][5050/7330] lr: 4.612e-07, eta: 10:11:14, time: 1.523, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1236, s0.acc: 95.4360, s0.loss_bbox: 0.2007, s0.loss_mask: 0.2017, s1.loss_cls: 0.0574, s1.acc: 95.6805, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1025, s2.loss_cls: 0.0290, s2.acc: 95.5245, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0491, loss: 0.9422 2024-04-05 11:48:10,318 - mmdet - INFO - Epoch [33][5100/7330] lr: 4.612e-07, eta: 10:09:58, time: 1.565, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1234, s0.acc: 95.4749, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2084, s1.loss_cls: 0.0571, s1.acc: 95.7263, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1048, s2.loss_cls: 0.0292, s2.acc: 95.5069, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0498, loss: 0.9567 2024-04-05 11:49:29,214 - mmdet - INFO - Epoch [33][5150/7330] lr: 4.612e-07, eta: 10:08:43, time: 1.578, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1215, s0.acc: 95.5256, s0.loss_bbox: 0.1963, s0.loss_mask: 0.2004, s1.loss_cls: 0.0572, s1.acc: 95.7223, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1019, s2.loss_cls: 0.0288, s2.acc: 95.5922, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0483, loss: 0.9296 2024-04-05 11:50:45,337 - mmdet - INFO - Epoch [33][5200/7330] lr: 4.612e-07, eta: 10:07:28, time: 1.522, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1243, s0.acc: 95.4885, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2014, s1.loss_cls: 0.0578, s1.acc: 95.7161, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1029, s2.loss_cls: 0.0292, s2.acc: 95.5122, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0487, loss: 0.9449 2024-04-05 11:52:02,421 - mmdet - INFO - Epoch [33][5250/7330] lr: 4.612e-07, eta: 10:06:12, time: 1.542, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1249, s0.acc: 95.3860, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2044, s1.loss_cls: 0.0577, s1.acc: 95.6341, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1040, s2.loss_cls: 0.0290, s2.acc: 95.4151, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0497, loss: 0.9500 2024-04-05 11:53:17,720 - mmdet - INFO - Epoch [33][5300/7330] lr: 4.612e-07, eta: 10:04:57, time: 1.506, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1243, s0.acc: 95.3967, s0.loss_bbox: 0.2015, s0.loss_mask: 0.2109, s1.loss_cls: 0.0578, s1.acc: 95.6444, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1073, s2.loss_cls: 0.0292, s2.acc: 95.5878, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0508, loss: 0.9595 2024-04-05 11:54:35,545 - mmdet - INFO - Epoch [33][5350/7330] lr: 4.612e-07, eta: 10:03:41, time: 1.557, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1260, s0.acc: 95.3738, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2052, s1.loss_cls: 0.0582, s1.acc: 95.6697, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1041, s2.loss_cls: 0.0297, s2.acc: 95.4751, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0498, loss: 0.9604 2024-04-05 11:55:50,594 - mmdet - INFO - Epoch [33][5400/7330] lr: 4.612e-07, eta: 10:02:26, time: 1.501, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1265, s0.acc: 95.4448, s0.loss_bbox: 0.1992, s0.loss_mask: 0.2022, s1.loss_cls: 0.0574, s1.acc: 95.7735, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1028, s2.loss_cls: 0.0292, s2.acc: 95.5510, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0487, loss: 0.9412 2024-04-05 11:57:08,354 - mmdet - INFO - Epoch [33][5450/7330] lr: 4.612e-07, eta: 10:01:10, time: 1.555, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1195, s0.acc: 95.6396, s0.loss_bbox: 0.1980, s0.loss_mask: 0.2030, s1.loss_cls: 0.0556, s1.acc: 95.8348, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1025, s2.loss_cls: 0.0285, s2.acc: 95.6489, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0487, loss: 0.9283 2024-04-05 11:58:26,376 - mmdet - INFO - Epoch [33][5500/7330] lr: 4.612e-07, eta: 9:59:55, time: 1.560, data_time: 0.043, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1208, s0.acc: 95.5825, s0.loss_bbox: 0.1984, s0.loss_mask: 0.2027, s1.loss_cls: 0.0554, s1.acc: 95.9129, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1037, s2.loss_cls: 0.0283, s2.acc: 95.6261, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0491, loss: 0.9367 2024-04-05 11:59:44,103 - mmdet - INFO - Epoch [33][5550/7330] lr: 4.612e-07, eta: 9:58:40, time: 1.555, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1266, s0.acc: 95.3606, s0.loss_bbox: 0.2042, s0.loss_mask: 0.2054, s1.loss_cls: 0.0595, s1.acc: 95.6010, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1036, s2.loss_cls: 0.0299, s2.acc: 95.4406, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0491, loss: 0.9560 2024-04-05 12:00:55,134 - mmdet - INFO - Epoch [33][5600/7330] lr: 4.612e-07, eta: 9:57:24, time: 1.421, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1296, s0.acc: 95.1733, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2062, s1.loss_cls: 0.0608, s1.acc: 95.3794, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1044, s2.loss_cls: 0.0303, s2.acc: 95.3192, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0496, loss: 0.9715 2024-04-05 12:02:12,122 - mmdet - INFO - Epoch [33][5650/7330] lr: 4.612e-07, eta: 9:56:08, time: 1.539, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1261, s0.acc: 95.3311, s0.loss_bbox: 0.2040, s0.loss_mask: 0.2047, s1.loss_cls: 0.0585, s1.acc: 95.5747, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1041, s2.loss_cls: 0.0296, s2.acc: 95.5004, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0496, loss: 0.9571 2024-04-05 12:03:26,521 - mmdet - INFO - Epoch [33][5700/7330] lr: 4.612e-07, eta: 9:54:53, time: 1.488, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1211, s0.acc: 95.5354, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2081, s1.loss_cls: 0.0564, s1.acc: 95.7818, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1044, s2.loss_cls: 0.0286, s2.acc: 95.6736, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0493, loss: 0.9515 2024-04-05 12:04:44,322 - mmdet - INFO - Epoch [33][5750/7330] lr: 4.612e-07, eta: 9:53:37, time: 1.556, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1238, s0.acc: 95.4424, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2102, s1.loss_cls: 0.0564, s1.acc: 95.7169, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1053, s2.loss_cls: 0.0282, s2.acc: 95.6963, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0497, loss: 0.9668 2024-04-05 12:05:57,972 - mmdet - INFO - Epoch [33][5800/7330] lr: 4.612e-07, eta: 9:52:21, time: 1.473, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1267, s0.acc: 95.3105, s0.loss_bbox: 0.2026, s0.loss_mask: 0.1972, s1.loss_cls: 0.0593, s1.acc: 95.5462, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1000, s2.loss_cls: 0.0301, s2.acc: 95.4422, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0477, loss: 0.9447 2024-04-05 12:07:12,595 - mmdet - INFO - Epoch [33][5850/7330] lr: 4.612e-07, eta: 9:51:06, time: 1.492, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1332, s0.acc: 95.1670, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2068, s1.loss_cls: 0.0633, s1.acc: 95.3548, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1037, s2.loss_cls: 0.0317, s2.acc: 95.2388, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0493, loss: 0.9761 2024-04-05 12:08:26,313 - mmdet - INFO - Epoch [33][5900/7330] lr: 4.612e-07, eta: 9:49:50, time: 1.474, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1208, s0.acc: 95.5403, s0.loss_bbox: 0.1976, s0.loss_mask: 0.2065, s1.loss_cls: 0.0562, s1.acc: 95.7651, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1046, s2.loss_cls: 0.0280, s2.acc: 95.6937, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0500, loss: 0.9401 2024-04-05 12:09:45,673 - mmdet - INFO - Epoch [33][5950/7330] lr: 4.612e-07, eta: 9:48:35, time: 1.587, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1170, s0.acc: 95.6267, s0.loss_bbox: 0.1959, s0.loss_mask: 0.2046, s1.loss_cls: 0.0539, s1.acc: 95.8988, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1024, s2.loss_cls: 0.0271, s2.acc: 95.7401, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0484, loss: 0.9248 2024-04-05 12:10:58,335 - mmdet - INFO - Epoch [33][6000/7330] lr: 4.612e-07, eta: 9:47:19, time: 1.454, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1218, s0.acc: 95.5269, s0.loss_bbox: 0.1997, s0.loss_mask: 0.2080, s1.loss_cls: 0.0568, s1.acc: 95.7808, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1051, s2.loss_cls: 0.0288, s2.acc: 95.6323, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0501, loss: 0.9469 2024-04-05 12:12:15,887 - mmdet - INFO - Epoch [33][6050/7330] lr: 4.612e-07, eta: 9:46:04, time: 1.551, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1249, s0.acc: 95.3242, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2002, s1.loss_cls: 0.0579, s1.acc: 95.5415, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1013, s2.loss_cls: 0.0296, s2.acc: 95.3810, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0483, loss: 0.9407 2024-04-05 12:13:29,050 - mmdet - INFO - Epoch [33][6100/7330] lr: 4.612e-07, eta: 9:44:48, time: 1.463, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1228, s0.acc: 95.5359, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2051, s1.loss_cls: 0.0575, s1.acc: 95.7117, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1030, s2.loss_cls: 0.0288, s2.acc: 95.6349, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0490, loss: 0.9464 2024-04-05 12:14:43,279 - mmdet - INFO - Epoch [33][6150/7330] lr: 4.612e-07, eta: 9:43:32, time: 1.485, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1221, s0.acc: 95.5762, s0.loss_bbox: 0.1972, s0.loss_mask: 0.2042, s1.loss_cls: 0.0569, s1.acc: 95.8419, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1031, s2.loss_cls: 0.0287, s2.acc: 95.6875, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0494, loss: 0.9385 2024-04-05 12:15:54,846 - mmdet - INFO - Epoch [33][6200/7330] lr: 4.612e-07, eta: 9:42:16, time: 1.431, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1236, s0.acc: 95.3970, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2024, s1.loss_cls: 0.0566, s1.acc: 95.6983, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1018, s2.loss_cls: 0.0287, s2.acc: 95.5025, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0484, loss: 0.9483 2024-04-05 12:17:10,262 - mmdet - INFO - Epoch [33][6250/7330] lr: 4.612e-07, eta: 9:41:01, time: 1.508, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1203, s0.acc: 95.5361, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2077, s1.loss_cls: 0.0556, s1.acc: 95.8267, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1041, s2.loss_cls: 0.0282, s2.acc: 95.6636, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0495, loss: 0.9438 2024-04-05 12:18:24,805 - mmdet - INFO - Epoch [33][6300/7330] lr: 4.612e-07, eta: 9:39:45, time: 1.491, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1163, s0.acc: 95.6602, s0.loss_bbox: 0.2000, s0.loss_mask: 0.2023, s1.loss_cls: 0.0532, s1.acc: 95.9910, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1032, s2.loss_cls: 0.0272, s2.acc: 95.7756, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0492, loss: 0.9265 2024-04-05 12:19:37,223 - mmdet - INFO - Epoch [33][6350/7330] lr: 4.612e-07, eta: 9:38:29, time: 1.448, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1260, s0.acc: 95.3623, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2129, s1.loss_cls: 0.0589, s1.acc: 95.5800, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1071, s2.loss_cls: 0.0296, s2.acc: 95.4085, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0509, loss: 0.9731 2024-04-05 12:20:53,316 - mmdet - INFO - Epoch [33][6400/7330] lr: 4.612e-07, eta: 9:37:14, time: 1.522, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1292, s0.acc: 95.2354, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2088, s1.loss_cls: 0.0602, s1.acc: 95.3785, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1054, s2.loss_cls: 0.0304, s2.acc: 95.2996, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0500, loss: 0.9815 2024-04-05 12:22:03,642 - mmdet - INFO - Epoch [33][6450/7330] lr: 4.612e-07, eta: 9:35:58, time: 1.407, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1226, s0.acc: 95.5161, s0.loss_bbox: 0.1994, s0.loss_mask: 0.2005, s1.loss_cls: 0.0561, s1.acc: 95.8231, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1017, s2.loss_cls: 0.0283, s2.acc: 95.8010, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0484, loss: 0.9335 2024-04-05 12:23:19,639 - mmdet - INFO - Epoch [33][6500/7330] lr: 4.612e-07, eta: 9:34:42, time: 1.520, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1155, s0.acc: 95.7078, s0.loss_bbox: 0.1912, s0.loss_mask: 0.2031, s1.loss_cls: 0.0541, s1.acc: 95.9080, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1026, s2.loss_cls: 0.0276, s2.acc: 95.6617, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0486, loss: 0.9104 2024-04-05 12:24:32,728 - mmdet - INFO - Epoch [33][6550/7330] lr: 4.612e-07, eta: 9:33:26, time: 1.462, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1226, s0.acc: 95.5188, s0.loss_bbox: 0.1982, s0.loss_mask: 0.2030, s1.loss_cls: 0.0564, s1.acc: 95.7528, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1021, s2.loss_cls: 0.0286, s2.acc: 95.6384, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0485, loss: 0.9369 2024-04-05 12:25:47,813 - mmdet - INFO - Epoch [33][6600/7330] lr: 4.612e-07, eta: 9:32:11, time: 1.502, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1217, s0.acc: 95.5383, s0.loss_bbox: 0.1982, s0.loss_mask: 0.2064, s1.loss_cls: 0.0562, s1.acc: 95.7446, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1040, s2.loss_cls: 0.0281, s2.acc: 95.7057, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0495, loss: 0.9384 2024-04-05 12:27:01,780 - mmdet - INFO - Epoch [33][6650/7330] lr: 4.612e-07, eta: 9:30:55, time: 1.479, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1240, s0.acc: 95.4607, s0.loss_bbox: 0.1983, s0.loss_mask: 0.2063, s1.loss_cls: 0.0586, s1.acc: 95.6043, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1042, s2.loss_cls: 0.0298, s2.acc: 95.4691, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0496, loss: 0.9451 2024-04-05 12:28:17,275 - mmdet - INFO - Epoch [33][6700/7330] lr: 4.612e-07, eta: 9:29:39, time: 1.510, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1228, s0.acc: 95.4863, s0.loss_bbox: 0.2006, s0.loss_mask: 0.2051, s1.loss_cls: 0.0575, s1.acc: 95.7933, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1041, s2.loss_cls: 0.0287, s2.acc: 95.6284, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0496, loss: 0.9471 2024-04-05 12:29:30,590 - mmdet - INFO - Epoch [33][6750/7330] lr: 4.612e-07, eta: 9:28:24, time: 1.466, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1235, s0.acc: 95.5061, s0.loss_bbox: 0.2013, s0.loss_mask: 0.2096, s1.loss_cls: 0.0573, s1.acc: 95.7368, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1055, s2.loss_cls: 0.0290, s2.acc: 95.5318, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0499, loss: 0.9530 2024-04-05 12:30:42,086 - mmdet - INFO - Epoch [33][6800/7330] lr: 4.612e-07, eta: 9:27:08, time: 1.430, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1306, s0.acc: 95.3247, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2091, s1.loss_cls: 0.0605, s1.acc: 95.5844, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1048, s2.loss_cls: 0.0301, s2.acc: 95.4705, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0496, loss: 0.9738 2024-04-05 12:31:57,159 - mmdet - INFO - Epoch [33][6850/7330] lr: 4.612e-07, eta: 9:25:52, time: 1.501, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1227, s0.acc: 95.4480, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2052, s1.loss_cls: 0.0578, s1.acc: 95.5750, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1042, s2.loss_cls: 0.0295, s2.acc: 95.4174, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0495, loss: 0.9567 2024-04-05 12:33:11,482 - mmdet - INFO - Epoch [33][6900/7330] lr: 4.612e-07, eta: 9:24:37, time: 1.486, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1318, s0.acc: 95.2942, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2059, s1.loss_cls: 0.0605, s1.acc: 95.6546, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1042, s2.loss_cls: 0.0306, s2.acc: 95.4297, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0499, loss: 0.9687 2024-04-05 12:34:24,526 - mmdet - INFO - Epoch [33][6950/7330] lr: 4.612e-07, eta: 9:23:21, time: 1.460, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1209, s0.acc: 95.5950, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2070, s1.loss_cls: 0.0553, s1.acc: 95.8581, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1043, s2.loss_cls: 0.0281, s2.acc: 95.6727, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0494, loss: 0.9446 2024-04-05 12:35:39,979 - mmdet - INFO - Epoch [33][7000/7330] lr: 4.612e-07, eta: 9:22:05, time: 1.509, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1154, s0.acc: 95.7485, s0.loss_bbox: 0.1917, s0.loss_mask: 0.2043, s1.loss_cls: 0.0527, s1.acc: 96.0651, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1024, s2.loss_cls: 0.0265, s2.acc: 95.9056, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0487, loss: 0.9115 2024-04-05 12:36:54,062 - mmdet - INFO - Epoch [33][7050/7330] lr: 4.612e-07, eta: 9:20:49, time: 1.482, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1183, s0.acc: 95.6042, s0.loss_bbox: 0.1967, s0.loss_mask: 0.2046, s1.loss_cls: 0.0559, s1.acc: 95.7263, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1031, s2.loss_cls: 0.0287, s2.acc: 95.4849, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0489, loss: 0.9298 2024-04-05 12:38:12,230 - mmdet - INFO - Epoch [33][7100/7330] lr: 4.612e-07, eta: 9:19:34, time: 1.563, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1215, s0.acc: 95.5107, s0.loss_bbox: 0.1951, s0.loss_mask: 0.2010, s1.loss_cls: 0.0565, s1.acc: 95.7293, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1021, s2.loss_cls: 0.0285, s2.acc: 95.5604, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0485, loss: 0.9283 2024-04-05 12:39:24,895 - mmdet - INFO - Epoch [33][7150/7330] lr: 4.612e-07, eta: 9:18:18, time: 1.453, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1224, s0.acc: 95.4785, s0.loss_bbox: 0.2017, s0.loss_mask: 0.2062, s1.loss_cls: 0.0571, s1.acc: 95.7317, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1040, s2.loss_cls: 0.0288, s2.acc: 95.6590, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0498, loss: 0.9465 2024-04-05 12:40:37,477 - mmdet - INFO - Epoch [33][7200/7330] lr: 4.612e-07, eta: 9:17:03, time: 1.452, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1202, s0.acc: 95.6194, s0.loss_bbox: 0.1954, s0.loss_mask: 0.2006, s1.loss_cls: 0.0561, s1.acc: 95.8098, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1019, s2.loss_cls: 0.0283, s2.acc: 95.6989, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0482, loss: 0.9224 2024-04-05 12:41:53,621 - mmdet - INFO - Epoch [33][7250/7330] lr: 4.612e-07, eta: 9:15:47, time: 1.523, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1194, s0.acc: 95.6123, s0.loss_bbox: 0.1986, s0.loss_mask: 0.2026, s1.loss_cls: 0.0552, s1.acc: 95.8880, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1022, s2.loss_cls: 0.0280, s2.acc: 95.6924, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0483, loss: 0.9274 2024-04-05 12:43:10,254 - mmdet - INFO - Epoch [33][7300/7330] lr: 4.612e-07, eta: 9:14:32, time: 1.533, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1224, s0.acc: 95.4963, s0.loss_bbox: 0.1977, s0.loss_mask: 0.2017, s1.loss_cls: 0.0564, s1.acc: 95.7593, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1017, s2.loss_cls: 0.0289, s2.acc: 95.5267, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0484, loss: 0.9332 2024-04-05 12:43:55,921 - mmdet - INFO - Saving checkpoint at 33 epochs 2024-04-05 12:51:34,142 - mmdet - INFO - Evaluating bbox... 2024-04-05 12:52:14,581 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.527 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.715 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.572 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.347 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.565 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.672 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.472 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.685 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.782 2024-04-05 12:52:14,582 - mmdet - INFO - Evaluating segm... 2024-04-05 12:52:55,339 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.459 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.692 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.497 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.258 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.492 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.638 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.393 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.607 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.722 2024-04-05 12:52:55,876 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 12:52:55,877 - mmdet - INFO - Epoch(val) [33][1250] bbox_mAP: 0.5270, bbox_mAP_50: 0.7150, bbox_mAP_75: 0.5720, bbox_mAP_s: 0.3470, bbox_mAP_m: 0.5650, bbox_mAP_l: 0.6720, bbox_mAP_copypaste: 0.527 0.715 0.572 0.347 0.565 0.672, segm_mAP: 0.4590, segm_mAP_50: 0.6920, segm_mAP_75: 0.4970, segm_mAP_s: 0.2580, segm_mAP_m: 0.4920, segm_mAP_l: 0.6380, segm_mAP_copypaste: 0.459 0.692 0.497 0.258 0.492 0.638 2024-04-05 12:54:10,227 - mmdet - INFO - Epoch [34][50/7330] lr: 4.612e-08, eta: 9:12:26, time: 1.486, data_time: 0.116, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1246, s0.acc: 95.4561, s0.loss_bbox: 0.2039, s0.loss_mask: 0.2011, s1.loss_cls: 0.0581, s1.acc: 95.6410, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1015, s2.loss_cls: 0.0292, s2.acc: 95.5255, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0484, loss: 0.9485 2024-04-05 12:55:23,361 - mmdet - INFO - Epoch [34][100/7330] lr: 4.612e-08, eta: 9:11:11, time: 1.463, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1212, s0.acc: 95.5542, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2044, s1.loss_cls: 0.0559, s1.acc: 95.8110, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1029, s2.loss_cls: 0.0281, s2.acc: 95.6395, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0491, loss: 0.9375 2024-04-05 12:56:36,336 - mmdet - INFO - Epoch [34][150/7330] lr: 4.612e-08, eta: 9:09:55, time: 1.459, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1223, s0.acc: 95.4314, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2070, s1.loss_cls: 0.0564, s1.acc: 95.7570, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1049, s2.loss_cls: 0.0287, s2.acc: 95.5569, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0501, loss: 0.9631 2024-04-05 12:57:51,836 - mmdet - INFO - Epoch [34][200/7330] lr: 4.612e-08, eta: 9:08:39, time: 1.510, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1215, s0.acc: 95.5481, s0.loss_bbox: 0.1957, s0.loss_mask: 0.2043, s1.loss_cls: 0.0558, s1.acc: 95.8536, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1031, s2.loss_cls: 0.0282, s2.acc: 95.7233, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0494, loss: 0.9307 2024-04-05 12:59:06,582 - mmdet - INFO - Epoch [34][250/7330] lr: 4.612e-08, eta: 9:07:24, time: 1.495, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1207, s0.acc: 95.5527, s0.loss_bbox: 0.1970, s0.loss_mask: 0.2021, s1.loss_cls: 0.0554, s1.acc: 95.8217, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1020, s2.loss_cls: 0.0281, s2.acc: 95.6733, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0484, loss: 0.9267 2024-04-05 13:00:20,850 - mmdet - INFO - Epoch [34][300/7330] lr: 4.612e-08, eta: 9:06:08, time: 1.485, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1172, s0.acc: 95.7043, s0.loss_bbox: 0.1929, s0.loss_mask: 0.2040, s1.loss_cls: 0.0540, s1.acc: 95.9373, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1035, s2.loss_cls: 0.0271, s2.acc: 95.7807, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0493, loss: 0.9186 2024-04-05 13:01:35,268 - mmdet - INFO - Epoch [34][350/7330] lr: 4.612e-08, eta: 9:04:53, time: 1.488, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1243, s0.acc: 95.3416, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2052, s1.loss_cls: 0.0577, s1.acc: 95.5675, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1037, s2.loss_cls: 0.0290, s2.acc: 95.4584, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0493, loss: 0.9601 2024-04-05 13:02:47,765 - mmdet - INFO - Epoch [34][400/7330] lr: 4.612e-08, eta: 9:03:37, time: 1.450, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1168, s0.acc: 95.7239, s0.loss_bbox: 0.1906, s0.loss_mask: 0.1979, s1.loss_cls: 0.0548, s1.acc: 95.8876, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1000, s2.loss_cls: 0.0275, s2.acc: 95.7762, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0478, loss: 0.9060 2024-04-05 13:04:02,324 - mmdet - INFO - Epoch [34][450/7330] lr: 4.612e-08, eta: 9:02:21, time: 1.491, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1138, s0.acc: 95.7441, s0.loss_bbox: 0.1948, s0.loss_mask: 0.2017, s1.loss_cls: 0.0518, s1.acc: 96.1038, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1028, s2.loss_cls: 0.0261, s2.acc: 95.9632, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0493, loss: 0.9121 2024-04-05 13:05:16,347 - mmdet - INFO - Epoch [34][500/7330] lr: 4.612e-08, eta: 9:01:05, time: 1.480, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1224, s0.acc: 95.4236, s0.loss_bbox: 0.2023, s0.loss_mask: 0.2123, s1.loss_cls: 0.0574, s1.acc: 95.5726, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1064, s2.loss_cls: 0.0290, s2.acc: 95.5071, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0504, loss: 0.9577 2024-04-05 13:06:29,403 - mmdet - INFO - Epoch [34][550/7330] lr: 4.612e-08, eta: 8:59:50, time: 1.461, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1188, s0.acc: 95.6216, s0.loss_bbox: 0.1930, s0.loss_mask: 0.2004, s1.loss_cls: 0.0550, s1.acc: 95.9285, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1010, s2.loss_cls: 0.0280, s2.acc: 95.7549, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0481, loss: 0.9169 2024-04-05 13:07:46,100 - mmdet - INFO - Epoch [34][600/7330] lr: 4.612e-08, eta: 8:58:34, time: 1.534, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1182, s0.acc: 95.7424, s0.loss_bbox: 0.1876, s0.loss_mask: 0.2024, s1.loss_cls: 0.0542, s1.acc: 95.9941, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1014, s2.loss_cls: 0.0273, s2.acc: 95.9135, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0484, loss: 0.9054 2024-04-05 13:09:00,438 - mmdet - INFO - Epoch [34][650/7330] lr: 4.612e-08, eta: 8:57:19, time: 1.487, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1190, s0.acc: 95.6304, s0.loss_bbox: 0.1963, s0.loss_mask: 0.2004, s1.loss_cls: 0.0548, s1.acc: 95.8990, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1018, s2.loss_cls: 0.0279, s2.acc: 95.7872, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0484, loss: 0.9218 2024-04-05 13:10:14,165 - mmdet - INFO - Epoch [34][700/7330] lr: 4.612e-08, eta: 8:56:03, time: 1.474, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1214, s0.acc: 95.5503, s0.loss_bbox: 0.1989, s0.loss_mask: 0.2021, s1.loss_cls: 0.0567, s1.acc: 95.7650, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1024, s2.loss_cls: 0.0284, s2.acc: 95.6147, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0486, loss: 0.9316 2024-04-05 13:11:26,357 - mmdet - INFO - Epoch [34][750/7330] lr: 4.612e-08, eta: 8:54:47, time: 1.444, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1192, s0.acc: 95.6365, s0.loss_bbox: 0.1947, s0.loss_mask: 0.2024, s1.loss_cls: 0.0554, s1.acc: 95.8339, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1016, s2.loss_cls: 0.0280, s2.acc: 95.6387, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0483, loss: 0.9207 2024-04-05 13:12:42,677 - mmdet - INFO - Epoch [34][800/7330] lr: 4.612e-08, eta: 8:53:32, time: 1.526, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1207, s0.acc: 95.4907, s0.loss_bbox: 0.1994, s0.loss_mask: 0.1999, s1.loss_cls: 0.0551, s1.acc: 95.8224, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1012, s2.loss_cls: 0.0278, s2.acc: 95.6492, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0479, loss: 0.9310 2024-04-05 13:13:55,281 - mmdet - INFO - Epoch [34][850/7330] lr: 4.612e-08, eta: 8:52:16, time: 1.452, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1203, s0.acc: 95.4966, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2010, s1.loss_cls: 0.0558, s1.acc: 95.7784, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1016, s2.loss_cls: 0.0289, s2.acc: 95.5412, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0482, loss: 0.9377 2024-04-05 13:15:11,252 - mmdet - INFO - Epoch [34][900/7330] lr: 4.612e-08, eta: 8:51:00, time: 1.519, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1234, s0.acc: 95.4795, s0.loss_bbox: 0.1994, s0.loss_mask: 0.2037, s1.loss_cls: 0.0573, s1.acc: 95.7257, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1028, s2.loss_cls: 0.0289, s2.acc: 95.6316, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0487, loss: 0.9420 2024-04-05 13:16:23,279 - mmdet - INFO - Epoch [34][950/7330] lr: 4.612e-08, eta: 8:49:44, time: 1.441, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1152, s0.acc: 95.7881, s0.loss_bbox: 0.1950, s0.loss_mask: 0.2028, s1.loss_cls: 0.0532, s1.acc: 96.0232, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1023, s2.loss_cls: 0.0269, s2.acc: 95.8304, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0489, loss: 0.9144 2024-04-05 13:17:40,564 - mmdet - INFO - Epoch [34][1000/7330] lr: 4.612e-08, eta: 8:48:29, time: 1.546, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1189, s0.acc: 95.6489, s0.loss_bbox: 0.2004, s0.loss_mask: 0.2025, s1.loss_cls: 0.0554, s1.acc: 95.8892, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1033, s2.loss_cls: 0.0279, s2.acc: 95.7873, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0493, loss: 0.9370 2024-04-05 13:18:54,175 - mmdet - INFO - Epoch [34][1050/7330] lr: 4.612e-08, eta: 8:47:13, time: 1.472, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1211, s0.acc: 95.5710, s0.loss_bbox: 0.1997, s0.loss_mask: 0.2076, s1.loss_cls: 0.0560, s1.acc: 95.7688, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1048, s2.loss_cls: 0.0285, s2.acc: 95.6364, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0496, loss: 0.9444 2024-04-05 13:20:06,296 - mmdet - INFO - Epoch [34][1100/7330] lr: 4.612e-08, eta: 8:45:58, time: 1.442, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1136, s0.acc: 95.8708, s0.loss_bbox: 0.1900, s0.loss_mask: 0.2009, s1.loss_cls: 0.0525, s1.acc: 96.0640, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1020, s2.loss_cls: 0.0267, s2.acc: 95.8575, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0485, loss: 0.9038 2024-04-05 13:21:22,769 - mmdet - INFO - Epoch [34][1150/7330] lr: 4.612e-08, eta: 8:44:42, time: 1.529, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1218, s0.acc: 95.4958, s0.loss_bbox: 0.1983, s0.loss_mask: 0.2023, s1.loss_cls: 0.0566, s1.acc: 95.7268, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1027, s2.loss_cls: 0.0284, s2.acc: 95.5768, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0490, loss: 0.9380 2024-04-05 13:22:37,636 - mmdet - INFO - Epoch [34][1200/7330] lr: 4.612e-08, eta: 8:43:26, time: 1.498, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1184, s0.acc: 95.5679, s0.loss_bbox: 0.1974, s0.loss_mask: 0.2042, s1.loss_cls: 0.0549, s1.acc: 95.7707, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1042, s2.loss_cls: 0.0281, s2.acc: 95.6265, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0493, loss: 0.9323 2024-04-05 13:23:49,824 - mmdet - INFO - Epoch [34][1250/7330] lr: 4.612e-08, eta: 8:42:11, time: 1.444, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1180, s0.acc: 95.6882, s0.loss_bbox: 0.1947, s0.loss_mask: 0.2050, s1.loss_cls: 0.0543, s1.acc: 95.9823, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1035, s2.loss_cls: 0.0275, s2.acc: 95.8223, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0490, loss: 0.9215 2024-04-05 13:25:05,602 - mmdet - INFO - Epoch [34][1300/7330] lr: 4.612e-08, eta: 8:40:55, time: 1.515, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1214, s0.acc: 95.4478, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2000, s1.loss_cls: 0.0563, s1.acc: 95.6799, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1009, s2.loss_cls: 0.0287, s2.acc: 95.4920, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0479, loss: 0.9343 2024-04-05 13:26:21,622 - mmdet - INFO - Epoch [34][1350/7330] lr: 4.612e-08, eta: 8:39:40, time: 1.520, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1210, s0.acc: 95.4578, s0.loss_bbox: 0.1998, s0.loss_mask: 0.2068, s1.loss_cls: 0.0560, s1.acc: 95.8011, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1050, s2.loss_cls: 0.0281, s2.acc: 95.6099, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0497, loss: 0.9432 2024-04-05 13:27:34,718 - mmdet - INFO - Epoch [34][1400/7330] lr: 4.612e-08, eta: 8:38:24, time: 1.462, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1134, s0.acc: 95.8040, s0.loss_bbox: 0.1894, s0.loss_mask: 0.2007, s1.loss_cls: 0.0524, s1.acc: 96.0490, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1017, s2.loss_cls: 0.0267, s2.acc: 95.9286, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0483, loss: 0.9014 2024-04-05 13:28:50,856 - mmdet - INFO - Epoch [34][1450/7330] lr: 4.612e-08, eta: 8:37:08, time: 1.523, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1133, s0.acc: 95.8252, s0.loss_bbox: 0.1884, s0.loss_mask: 0.2014, s1.loss_cls: 0.0525, s1.acc: 96.0656, s1.loss_bbox: 0.0907, s1.loss_mask: 0.1017, s2.loss_cls: 0.0263, s2.acc: 96.0418, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0488, loss: 0.8995 2024-04-05 13:30:07,832 - mmdet - INFO - Epoch [34][1500/7330] lr: 4.612e-08, eta: 8:35:53, time: 1.539, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1171, s0.acc: 95.6267, s0.loss_bbox: 0.1956, s0.loss_mask: 0.1994, s1.loss_cls: 0.0545, s1.acc: 95.9177, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1005, s2.loss_cls: 0.0278, s2.acc: 95.7286, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0479, loss: 0.9185 2024-04-05 13:31:25,158 - mmdet - INFO - Epoch [34][1550/7330] lr: 4.612e-08, eta: 8:34:38, time: 1.547, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1128, s0.acc: 95.8193, s0.loss_bbox: 0.1869, s0.loss_mask: 0.2032, s1.loss_cls: 0.0521, s1.acc: 96.0917, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1028, s2.loss_cls: 0.0258, s2.acc: 95.9035, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0491, loss: 0.9001 2024-04-05 13:32:40,902 - mmdet - INFO - Epoch [34][1600/7330] lr: 4.612e-08, eta: 8:33:22, time: 1.515, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1229, s0.acc: 95.4001, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2053, s1.loss_cls: 0.0567, s1.acc: 95.6725, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1039, s2.loss_cls: 0.0286, s2.acc: 95.5897, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0494, loss: 0.9553 2024-04-05 13:33:53,963 - mmdet - INFO - Epoch [34][1650/7330] lr: 4.612e-08, eta: 8:32:06, time: 1.461, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1189, s0.acc: 95.5532, s0.loss_bbox: 0.1975, s0.loss_mask: 0.2019, s1.loss_cls: 0.0553, s1.acc: 95.8153, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1028, s2.loss_cls: 0.0286, s2.acc: 95.5605, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0490, loss: 0.9302 2024-04-05 13:35:09,367 - mmdet - INFO - Epoch [34][1700/7330] lr: 4.612e-08, eta: 8:30:51, time: 1.508, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1163, s0.acc: 95.7344, s0.loss_bbox: 0.1961, s0.loss_mask: 0.2013, s1.loss_cls: 0.0540, s1.acc: 95.9446, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1014, s2.loss_cls: 0.0274, s2.acc: 95.8312, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0479, loss: 0.9158 2024-04-05 13:36:24,529 - mmdet - INFO - Epoch [34][1750/7330] lr: 4.612e-08, eta: 8:29:35, time: 1.503, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1190, s0.acc: 95.5942, s0.loss_bbox: 0.1993, s0.loss_mask: 0.2031, s1.loss_cls: 0.0546, s1.acc: 95.8954, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1041, s2.loss_cls: 0.0285, s2.acc: 95.5997, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0494, loss: 0.9383 2024-04-05 13:37:36,421 - mmdet - INFO - Epoch [34][1800/7330] lr: 4.612e-08, eta: 8:28:19, time: 1.438, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1202, s0.acc: 95.6355, s0.loss_bbox: 0.1978, s0.loss_mask: 0.2033, s1.loss_cls: 0.0556, s1.acc: 95.9046, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1022, s2.loss_cls: 0.0277, s2.acc: 95.8046, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0488, loss: 0.9301 2024-04-05 13:38:49,776 - mmdet - INFO - Epoch [34][1850/7330] lr: 4.612e-08, eta: 8:27:04, time: 1.467, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1224, s0.acc: 95.4578, s0.loss_bbox: 0.1972, s0.loss_mask: 0.2031, s1.loss_cls: 0.0569, s1.acc: 95.7022, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1023, s2.loss_cls: 0.0287, s2.acc: 95.5877, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0486, loss: 0.9359 2024-04-05 13:40:04,867 - mmdet - INFO - Epoch [34][1900/7330] lr: 4.612e-08, eta: 8:25:48, time: 1.502, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1250, s0.acc: 95.4065, s0.loss_bbox: 0.2048, s0.loss_mask: 0.2032, s1.loss_cls: 0.0578, s1.acc: 95.7273, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1030, s2.loss_cls: 0.0294, s2.acc: 95.5379, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0489, loss: 0.9535 2024-04-05 13:41:17,274 - mmdet - INFO - Epoch [34][1950/7330] lr: 4.612e-08, eta: 8:24:32, time: 1.448, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1248, s0.acc: 95.3701, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2098, s1.loss_cls: 0.0583, s1.acc: 95.6071, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1049, s2.loss_cls: 0.0294, s2.acc: 95.4062, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0498, loss: 0.9644 2024-04-05 13:42:34,578 - mmdet - INFO - Epoch [34][2000/7330] lr: 4.612e-08, eta: 8:23:17, time: 1.546, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1161, s0.acc: 95.7405, s0.loss_bbox: 0.1945, s0.loss_mask: 0.2034, s1.loss_cls: 0.0536, s1.acc: 96.0216, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1034, s2.loss_cls: 0.0270, s2.acc: 95.8077, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0493, loss: 0.9203 2024-04-05 13:43:51,017 - mmdet - INFO - Epoch [34][2050/7330] lr: 4.612e-08, eta: 8:22:02, time: 1.529, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1195, s0.acc: 95.6282, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2100, s1.loss_cls: 0.0560, s1.acc: 95.8628, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1058, s2.loss_cls: 0.0285, s2.acc: 95.6736, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0503, loss: 0.9502 2024-04-05 13:45:04,516 - mmdet - INFO - Epoch [34][2100/7330] lr: 4.612e-08, eta: 8:20:46, time: 1.470, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1201, s0.acc: 95.5527, s0.loss_bbox: 0.1965, s0.loss_mask: 0.2027, s1.loss_cls: 0.0554, s1.acc: 95.8782, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1038, s2.loss_cls: 0.0282, s2.acc: 95.7192, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0490, loss: 0.9308 2024-04-05 13:46:17,786 - mmdet - INFO - Epoch [34][2150/7330] lr: 4.612e-08, eta: 8:19:30, time: 1.465, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1216, s0.acc: 95.4871, s0.loss_bbox: 0.1985, s0.loss_mask: 0.2035, s1.loss_cls: 0.0564, s1.acc: 95.7249, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1043, s2.loss_cls: 0.0289, s2.acc: 95.5522, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0501, loss: 0.9365 2024-04-05 13:47:35,426 - mmdet - INFO - Epoch [34][2200/7330] lr: 4.612e-08, eta: 8:18:15, time: 1.553, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1188, s0.acc: 95.5525, s0.loss_bbox: 0.1953, s0.loss_mask: 0.2034, s1.loss_cls: 0.0546, s1.acc: 95.8885, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1027, s2.loss_cls: 0.0277, s2.acc: 95.6724, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0488, loss: 0.9273 2024-04-05 13:48:53,433 - mmdet - INFO - Epoch [34][2250/7330] lr: 4.612e-08, eta: 8:16:59, time: 1.560, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1230, s0.acc: 95.5569, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2047, s1.loss_cls: 0.0570, s1.acc: 95.8366, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1046, s2.loss_cls: 0.0283, s2.acc: 95.7617, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0499, loss: 0.9487 2024-04-05 13:50:03,925 - mmdet - INFO - Epoch [34][2300/7330] lr: 4.612e-08, eta: 8:15:43, time: 1.409, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1193, s0.acc: 95.5537, s0.loss_bbox: 0.2005, s0.loss_mask: 0.2054, s1.loss_cls: 0.0553, s1.acc: 95.8354, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1035, s2.loss_cls: 0.0274, s2.acc: 95.7680, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0493, loss: 0.9386 2024-04-05 13:51:20,768 - mmdet - INFO - Epoch [34][2350/7330] lr: 4.612e-08, eta: 8:14:28, time: 1.537, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1256, s0.acc: 95.3547, s0.loss_bbox: 0.2043, s0.loss_mask: 0.2017, s1.loss_cls: 0.0581, s1.acc: 95.6154, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1025, s2.loss_cls: 0.0297, s2.acc: 95.3680, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0488, loss: 0.9513 2024-04-05 13:52:34,557 - mmdet - INFO - Epoch [34][2400/7330] lr: 4.612e-08, eta: 8:13:12, time: 1.476, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1196, s0.acc: 95.5725, s0.loss_bbox: 0.2005, s0.loss_mask: 0.2021, s1.loss_cls: 0.0552, s1.acc: 95.7919, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1023, s2.loss_cls: 0.0279, s2.acc: 95.6114, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0487, loss: 0.9348 2024-04-05 13:53:48,680 - mmdet - INFO - Epoch [34][2450/7330] lr: 4.612e-08, eta: 8:11:57, time: 1.482, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1241, s0.acc: 95.4607, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2072, s1.loss_cls: 0.0575, s1.acc: 95.7282, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1041, s2.loss_cls: 0.0290, s2.acc: 95.5631, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0492, loss: 0.9531 2024-04-05 13:55:02,612 - mmdet - INFO - Epoch [34][2500/7330] lr: 4.612e-08, eta: 8:10:41, time: 1.479, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1224, s0.acc: 95.4319, s0.loss_bbox: 0.1968, s0.loss_mask: 0.2090, s1.loss_cls: 0.0574, s1.acc: 95.6267, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1043, s2.loss_cls: 0.0290, s2.acc: 95.4443, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0495, loss: 0.9417 2024-04-05 13:56:17,374 - mmdet - INFO - Epoch [34][2550/7330] lr: 4.612e-08, eta: 8:09:26, time: 1.495, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1283, s0.acc: 95.2351, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2091, s1.loss_cls: 0.0589, s1.acc: 95.5765, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1054, s2.loss_cls: 0.0298, s2.acc: 95.4101, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0498, loss: 0.9726 2024-04-05 13:57:32,494 - mmdet - INFO - Epoch [34][2600/7330] lr: 4.612e-08, eta: 8:08:10, time: 1.502, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1225, s0.acc: 95.3914, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2102, s1.loss_cls: 0.0570, s1.acc: 95.7153, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1054, s2.loss_cls: 0.0288, s2.acc: 95.5628, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0498, loss: 0.9641 2024-04-05 13:58:49,921 - mmdet - INFO - Epoch [34][2650/7330] lr: 4.612e-08, eta: 8:06:55, time: 1.549, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1237, s0.acc: 95.4758, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2060, s1.loss_cls: 0.0566, s1.acc: 95.7645, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1043, s2.loss_cls: 0.0288, s2.acc: 95.5807, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0498, loss: 0.9536 2024-04-05 14:00:03,188 - mmdet - INFO - Epoch [34][2700/7330] lr: 4.612e-08, eta: 8:05:39, time: 1.465, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1206, s0.acc: 95.5232, s0.loss_bbox: 0.1959, s0.loss_mask: 0.2030, s1.loss_cls: 0.0564, s1.acc: 95.7716, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1027, s2.loss_cls: 0.0281, s2.acc: 95.6545, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0487, loss: 0.9305 2024-04-05 14:01:14,123 - mmdet - INFO - Epoch [34][2750/7330] lr: 4.612e-08, eta: 8:04:23, time: 1.419, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1209, s0.acc: 95.5376, s0.loss_bbox: 0.1976, s0.loss_mask: 0.2038, s1.loss_cls: 0.0561, s1.acc: 95.7389, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1032, s2.loss_cls: 0.0282, s2.acc: 95.6244, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0489, loss: 0.9375 2024-04-05 14:02:26,586 - mmdet - INFO - Epoch [34][2800/7330] lr: 4.612e-08, eta: 8:03:07, time: 1.449, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1166, s0.acc: 95.7600, s0.loss_bbox: 0.1908, s0.loss_mask: 0.2009, s1.loss_cls: 0.0544, s1.acc: 96.0111, s1.loss_bbox: 0.0914, s1.loss_mask: 0.1020, s2.loss_cls: 0.0273, s2.acc: 95.8090, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0486, loss: 0.9088 2024-04-05 14:03:41,285 - mmdet - INFO - Epoch [34][2850/7330] lr: 4.612e-08, eta: 8:01:52, time: 1.494, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1195, s0.acc: 95.5557, s0.loss_bbox: 0.2015, s0.loss_mask: 0.2008, s1.loss_cls: 0.0559, s1.acc: 95.8116, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1024, s2.loss_cls: 0.0286, s2.acc: 95.5606, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0488, loss: 0.9375 2024-04-05 14:04:56,539 - mmdet - INFO - Epoch [34][2900/7330] lr: 4.612e-08, eta: 8:00:36, time: 1.505, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1237, s0.acc: 95.4275, s0.loss_bbox: 0.1986, s0.loss_mask: 0.2032, s1.loss_cls: 0.0575, s1.acc: 95.6453, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1030, s2.loss_cls: 0.0289, s2.acc: 95.5369, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0490, loss: 0.9392 2024-04-05 14:06:10,569 - mmdet - INFO - Epoch [34][2950/7330] lr: 4.612e-08, eta: 7:59:20, time: 1.481, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1216, s0.acc: 95.5320, s0.loss_bbox: 0.1956, s0.loss_mask: 0.2006, s1.loss_cls: 0.0570, s1.acc: 95.7766, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1012, s2.loss_cls: 0.0284, s2.acc: 95.6756, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0481, loss: 0.9238 2024-04-05 14:07:25,988 - mmdet - INFO - Epoch [34][3000/7330] lr: 4.612e-08, eta: 7:58:05, time: 1.508, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1104, s0.acc: 95.8838, s0.loss_bbox: 0.1807, s0.loss_mask: 0.1911, s1.loss_cls: 0.0518, s1.acc: 96.0842, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0976, s2.loss_cls: 0.0260, s2.acc: 95.9603, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0467, loss: 0.8641 2024-04-05 14:08:39,059 - mmdet - INFO - Epoch [34][3050/7330] lr: 4.612e-08, eta: 7:56:49, time: 1.461, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1259, s0.acc: 95.3806, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2050, s1.loss_cls: 0.0584, s1.acc: 95.6059, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1038, s2.loss_cls: 0.0295, s2.acc: 95.4156, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0491, loss: 0.9612 2024-04-05 14:09:52,474 - mmdet - INFO - Epoch [34][3100/7330] lr: 4.612e-08, eta: 7:55:33, time: 1.468, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1191, s0.acc: 95.5752, s0.loss_bbox: 0.1909, s0.loss_mask: 0.2066, s1.loss_cls: 0.0564, s1.acc: 95.7760, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1032, s2.loss_cls: 0.0285, s2.acc: 95.5550, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0490, loss: 0.9246 2024-04-05 14:11:05,114 - mmdet - INFO - Epoch [34][3150/7330] lr: 4.612e-08, eta: 7:54:18, time: 1.453, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1179, s0.acc: 95.7219, s0.loss_bbox: 0.1942, s0.loss_mask: 0.2039, s1.loss_cls: 0.0545, s1.acc: 95.9329, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1026, s2.loss_cls: 0.0279, s2.acc: 95.7509, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0487, loss: 0.9237 2024-04-05 14:12:20,551 - mmdet - INFO - Epoch [34][3200/7330] lr: 4.612e-08, eta: 7:53:02, time: 1.509, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1199, s0.acc: 95.5613, s0.loss_bbox: 0.1967, s0.loss_mask: 0.2041, s1.loss_cls: 0.0561, s1.acc: 95.7247, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1040, s2.loss_cls: 0.0283, s2.acc: 95.6533, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0494, loss: 0.9377 2024-04-05 14:13:36,560 - mmdet - INFO - Epoch [34][3250/7330] lr: 4.612e-08, eta: 7:51:47, time: 1.520, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1192, s0.acc: 95.5803, s0.loss_bbox: 0.1972, s0.loss_mask: 0.2065, s1.loss_cls: 0.0557, s1.acc: 95.8249, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1051, s2.loss_cls: 0.0279, s2.acc: 95.7265, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0500, loss: 0.9382 2024-04-05 14:14:51,018 - mmdet - INFO - Epoch [34][3300/7330] lr: 4.612e-08, eta: 7:50:31, time: 1.489, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1221, s0.acc: 95.5000, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2026, s1.loss_cls: 0.0571, s1.acc: 95.7591, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1035, s2.loss_cls: 0.0288, s2.acc: 95.6239, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0491, loss: 0.9388 2024-04-05 14:16:07,236 - mmdet - INFO - Epoch [34][3350/7330] lr: 4.612e-08, eta: 7:49:16, time: 1.524, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1247, s0.acc: 95.4543, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2042, s1.loss_cls: 0.0576, s1.acc: 95.6691, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1032, s2.loss_cls: 0.0288, s2.acc: 95.5762, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0489, loss: 0.9518 2024-04-05 14:17:23,659 - mmdet - INFO - Epoch [34][3400/7330] lr: 4.612e-08, eta: 7:48:00, time: 1.528, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1194, s0.acc: 95.6162, s0.loss_bbox: 0.1989, s0.loss_mask: 0.2040, s1.loss_cls: 0.0543, s1.acc: 95.9509, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1029, s2.loss_cls: 0.0272, s2.acc: 95.7856, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0489, loss: 0.9296 2024-04-05 14:18:36,441 - mmdet - INFO - Epoch [34][3450/7330] lr: 4.612e-08, eta: 7:46:44, time: 1.456, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1320, s0.acc: 95.1707, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2108, s1.loss_cls: 0.0610, s1.acc: 95.4436, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1072, s2.loss_cls: 0.0303, s2.acc: 95.3259, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0510, loss: 0.9954 2024-04-05 14:19:55,335 - mmdet - INFO - Epoch [34][3500/7330] lr: 4.612e-08, eta: 7:45:29, time: 1.578, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1165, s0.acc: 95.8276, s0.loss_bbox: 0.1898, s0.loss_mask: 0.1977, s1.loss_cls: 0.0532, s1.acc: 96.1258, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1010, s2.loss_cls: 0.0268, s2.acc: 95.9829, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0482, loss: 0.9044 2024-04-05 14:21:09,310 - mmdet - INFO - Epoch [34][3550/7330] lr: 4.612e-08, eta: 7:44:14, time: 1.479, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1175, s0.acc: 95.7017, s0.loss_bbox: 0.1975, s0.loss_mask: 0.2065, s1.loss_cls: 0.0546, s1.acc: 95.9475, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1041, s2.loss_cls: 0.0276, s2.acc: 95.7961, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0498, loss: 0.9350 2024-04-05 14:22:24,376 - mmdet - INFO - Epoch [34][3600/7330] lr: 4.612e-08, eta: 7:42:58, time: 1.501, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1206, s0.acc: 95.5486, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2016, s1.loss_cls: 0.0562, s1.acc: 95.8015, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1013, s2.loss_cls: 0.0282, s2.acc: 95.6947, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0482, loss: 0.9309 2024-04-05 14:23:38,162 - mmdet - INFO - Epoch [34][3650/7330] lr: 4.612e-08, eta: 7:41:42, time: 1.476, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1265, s0.acc: 95.3274, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2036, s1.loss_cls: 0.0585, s1.acc: 95.6579, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1028, s2.loss_cls: 0.0294, s2.acc: 95.4511, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0488, loss: 0.9541 2024-04-05 14:24:53,064 - mmdet - INFO - Epoch [34][3700/7330] lr: 4.612e-08, eta: 7:40:27, time: 1.498, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1169, s0.acc: 95.7095, s0.loss_bbox: 0.1939, s0.loss_mask: 0.2058, s1.loss_cls: 0.0542, s1.acc: 95.9183, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1030, s2.loss_cls: 0.0272, s2.acc: 95.8172, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0491, loss: 0.9193 2024-04-05 14:26:07,419 - mmdet - INFO - Epoch [34][3750/7330] lr: 4.612e-08, eta: 7:39:11, time: 1.487, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1235, s0.acc: 95.5559, s0.loss_bbox: 0.1971, s0.loss_mask: 0.2049, s1.loss_cls: 0.0568, s1.acc: 95.8230, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1042, s2.loss_cls: 0.0284, s2.acc: 95.7337, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0497, loss: 0.9389 2024-04-05 14:27:22,810 - mmdet - INFO - Epoch [34][3800/7330] lr: 4.612e-08, eta: 7:37:56, time: 1.508, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1217, s0.acc: 95.5271, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2066, s1.loss_cls: 0.0564, s1.acc: 95.7623, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1057, s2.loss_cls: 0.0287, s2.acc: 95.5502, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0505, loss: 0.9593 2024-04-05 14:28:36,227 - mmdet - INFO - Epoch [34][3850/7330] lr: 4.612e-08, eta: 7:36:40, time: 1.468, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1214, s0.acc: 95.5364, s0.loss_bbox: 0.1980, s0.loss_mask: 0.2029, s1.loss_cls: 0.0562, s1.acc: 95.7198, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1017, s2.loss_cls: 0.0282, s2.acc: 95.5695, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0483, loss: 0.9313 2024-04-05 14:29:50,998 - mmdet - INFO - Epoch [34][3900/7330] lr: 4.612e-08, eta: 7:35:24, time: 1.495, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1208, s0.acc: 95.5933, s0.loss_bbox: 0.2023, s0.loss_mask: 0.2071, s1.loss_cls: 0.0566, s1.acc: 95.7573, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1051, s2.loss_cls: 0.0281, s2.acc: 95.7134, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0498, loss: 0.9489 2024-04-05 14:31:07,240 - mmdet - INFO - Epoch [34][3950/7330] lr: 4.612e-08, eta: 7:34:09, time: 1.525, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1238, s0.acc: 95.3640, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2005, s1.loss_cls: 0.0577, s1.acc: 95.6424, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1019, s2.loss_cls: 0.0291, s2.acc: 95.4333, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0486, loss: 0.9514 2024-04-05 14:32:24,994 - mmdet - INFO - Epoch [34][4000/7330] lr: 4.612e-08, eta: 7:32:53, time: 1.555, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1255, s0.acc: 95.4009, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2046, s1.loss_cls: 0.0577, s1.acc: 95.6222, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1034, s2.loss_cls: 0.0289, s2.acc: 95.4869, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0494, loss: 0.9564 2024-04-05 14:33:39,292 - mmdet - INFO - Epoch [34][4050/7330] lr: 4.612e-08, eta: 7:31:38, time: 1.486, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1189, s0.acc: 95.5959, s0.loss_bbox: 0.1956, s0.loss_mask: 0.2021, s1.loss_cls: 0.0545, s1.acc: 95.9589, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1026, s2.loss_cls: 0.0277, s2.acc: 95.7293, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0488, loss: 0.9245 2024-04-05 14:34:57,327 - mmdet - INFO - Epoch [34][4100/7330] lr: 4.612e-08, eta: 7:30:23, time: 1.561, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1210, s0.acc: 95.5210, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2087, s1.loss_cls: 0.0564, s1.acc: 95.8147, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1054, s2.loss_cls: 0.0281, s2.acc: 95.7559, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0500, loss: 0.9510 2024-04-05 14:36:10,962 - mmdet - INFO - Epoch [34][4150/7330] lr: 4.612e-08, eta: 7:29:07, time: 1.473, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1122, s0.acc: 95.7979, s0.loss_bbox: 0.1891, s0.loss_mask: 0.2055, s1.loss_cls: 0.0523, s1.acc: 96.0525, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1041, s2.loss_cls: 0.0266, s2.acc: 95.8528, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0491, loss: 0.9067 2024-04-05 14:37:25,992 - mmdet - INFO - Epoch [34][4200/7330] lr: 4.612e-08, eta: 7:27:51, time: 1.501, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1130, s0.acc: 95.8352, s0.loss_bbox: 0.1887, s0.loss_mask: 0.2047, s1.loss_cls: 0.0527, s1.acc: 95.9419, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1036, s2.loss_cls: 0.0268, s2.acc: 95.8169, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0495, loss: 0.9087 2024-04-05 14:38:40,306 - mmdet - INFO - Epoch [34][4250/7330] lr: 4.612e-08, eta: 7:26:36, time: 1.486, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1163, s0.acc: 95.6719, s0.loss_bbox: 0.1950, s0.loss_mask: 0.2025, s1.loss_cls: 0.0541, s1.acc: 95.8651, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1020, s2.loss_cls: 0.0277, s2.acc: 95.6369, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0486, loss: 0.9194 2024-04-05 14:39:56,205 - mmdet - INFO - Epoch [34][4300/7330] lr: 4.612e-08, eta: 7:25:20, time: 1.518, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1201, s0.acc: 95.5691, s0.loss_bbox: 0.1990, s0.loss_mask: 0.2020, s1.loss_cls: 0.0562, s1.acc: 95.8156, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1029, s2.loss_cls: 0.0284, s2.acc: 95.6227, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0488, loss: 0.9343 2024-04-05 14:41:14,097 - mmdet - INFO - Epoch [34][4350/7330] lr: 4.612e-08, eta: 7:24:05, time: 1.558, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1239, s0.acc: 95.4119, s0.loss_bbox: 0.2010, s0.loss_mask: 0.2037, s1.loss_cls: 0.0569, s1.acc: 95.6167, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1033, s2.loss_cls: 0.0284, s2.acc: 95.5219, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0490, loss: 0.9443 2024-04-05 14:42:29,138 - mmdet - INFO - Epoch [34][4400/7330] lr: 4.612e-08, eta: 7:22:49, time: 1.501, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1221, s0.acc: 95.5254, s0.loss_bbox: 0.2010, s0.loss_mask: 0.2007, s1.loss_cls: 0.0558, s1.acc: 95.8440, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1014, s2.loss_cls: 0.0282, s2.acc: 95.6832, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0481, loss: 0.9340 2024-04-05 14:43:43,161 - mmdet - INFO - Epoch [34][4450/7330] lr: 4.612e-08, eta: 7:21:34, time: 1.480, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1222, s0.acc: 95.4624, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2052, s1.loss_cls: 0.0568, s1.acc: 95.7239, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1047, s2.loss_cls: 0.0287, s2.acc: 95.5576, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0500, loss: 0.9504 2024-04-05 14:44:57,657 - mmdet - INFO - Epoch [34][4500/7330] lr: 4.612e-08, eta: 7:20:18, time: 1.490, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1189, s0.acc: 95.6221, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2047, s1.loss_cls: 0.0550, s1.acc: 95.9092, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1044, s2.loss_cls: 0.0277, s2.acc: 95.7444, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0497, loss: 0.9386 2024-04-05 14:46:10,652 - mmdet - INFO - Epoch [34][4550/7330] lr: 4.612e-08, eta: 7:19:02, time: 1.459, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1164, s0.acc: 95.6921, s0.loss_bbox: 0.1890, s0.loss_mask: 0.2026, s1.loss_cls: 0.0546, s1.acc: 95.9515, s1.loss_bbox: 0.0912, s1.loss_mask: 0.1022, s2.loss_cls: 0.0274, s2.acc: 95.8006, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0482, loss: 0.9071 2024-04-05 14:47:23,731 - mmdet - INFO - Epoch [34][4600/7330] lr: 4.612e-08, eta: 7:17:47, time: 1.462, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1189, s0.acc: 95.6296, s0.loss_bbox: 0.1927, s0.loss_mask: 0.2029, s1.loss_cls: 0.0555, s1.acc: 95.8638, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1032, s2.loss_cls: 0.0280, s2.acc: 95.6772, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0492, loss: 0.9245 2024-04-05 14:48:40,880 - mmdet - INFO - Epoch [34][4650/7330] lr: 4.612e-08, eta: 7:16:31, time: 1.543, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1147, s0.acc: 95.8872, s0.loss_bbox: 0.1896, s0.loss_mask: 0.2032, s1.loss_cls: 0.0530, s1.acc: 96.1134, s1.loss_bbox: 0.0914, s1.loss_mask: 0.1025, s2.loss_cls: 0.0266, s2.acc: 95.9931, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0488, loss: 0.9089 2024-04-05 14:49:57,540 - mmdet - INFO - Epoch [34][4700/7330] lr: 4.612e-08, eta: 7:15:16, time: 1.533, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1210, s0.acc: 95.4089, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2058, s1.loss_cls: 0.0559, s1.acc: 95.6724, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1038, s2.loss_cls: 0.0280, s2.acc: 95.6017, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0495, loss: 0.9462 2024-04-05 14:51:11,894 - mmdet - INFO - Epoch [34][4750/7330] lr: 4.612e-08, eta: 7:14:00, time: 1.487, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1227, s0.acc: 95.5129, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2063, s1.loss_cls: 0.0571, s1.acc: 95.8091, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1038, s2.loss_cls: 0.0288, s2.acc: 95.6524, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0492, loss: 0.9527 2024-04-05 14:52:25,618 - mmdet - INFO - Epoch [34][4800/7330] lr: 4.612e-08, eta: 7:12:45, time: 1.474, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1234, s0.acc: 95.4521, s0.loss_bbox: 0.1989, s0.loss_mask: 0.2090, s1.loss_cls: 0.0577, s1.acc: 95.6894, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1045, s2.loss_cls: 0.0289, s2.acc: 95.5335, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0494, loss: 0.9450 2024-04-05 14:53:42,194 - mmdet - INFO - Epoch [34][4850/7330] lr: 4.612e-08, eta: 7:11:29, time: 1.532, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1175, s0.acc: 95.6699, s0.loss_bbox: 0.1931, s0.loss_mask: 0.1993, s1.loss_cls: 0.0539, s1.acc: 95.9774, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1013, s2.loss_cls: 0.0271, s2.acc: 95.7588, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0487, loss: 0.9139 2024-04-05 14:54:57,581 - mmdet - INFO - Epoch [34][4900/7330] lr: 4.612e-08, eta: 7:10:14, time: 1.507, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1197, s0.acc: 95.5432, s0.loss_bbox: 0.1961, s0.loss_mask: 0.2054, s1.loss_cls: 0.0558, s1.acc: 95.8027, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1040, s2.loss_cls: 0.0283, s2.acc: 95.5758, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0495, loss: 0.9330 2024-04-05 14:56:13,704 - mmdet - INFO - Epoch [34][4950/7330] lr: 4.612e-08, eta: 7:08:58, time: 1.523, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1203, s0.acc: 95.5505, s0.loss_bbox: 0.1993, s0.loss_mask: 0.2064, s1.loss_cls: 0.0551, s1.acc: 95.8812, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1042, s2.loss_cls: 0.0276, s2.acc: 95.7282, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0494, loss: 0.9377 2024-04-05 14:57:28,599 - mmdet - INFO - Epoch [34][5000/7330] lr: 4.612e-08, eta: 7:07:42, time: 1.497, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1237, s0.acc: 95.4172, s0.loss_bbox: 0.2014, s0.loss_mask: 0.2057, s1.loss_cls: 0.0572, s1.acc: 95.6796, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1043, s2.loss_cls: 0.0293, s2.acc: 95.5017, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0497, loss: 0.9492 2024-04-05 14:58:45,543 - mmdet - INFO - Epoch [34][5050/7330] lr: 4.612e-08, eta: 7:06:27, time: 1.539, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1297, s0.acc: 95.2280, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2073, s1.loss_cls: 0.0592, s1.acc: 95.5502, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1040, s2.loss_cls: 0.0297, s2.acc: 95.4087, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0492, loss: 0.9721 2024-04-05 15:00:01,288 - mmdet - INFO - Epoch [34][5100/7330] lr: 4.612e-08, eta: 7:05:12, time: 1.515, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1169, s0.acc: 95.6970, s0.loss_bbox: 0.1926, s0.loss_mask: 0.2050, s1.loss_cls: 0.0539, s1.acc: 95.9686, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1042, s2.loss_cls: 0.0273, s2.acc: 95.7855, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0496, loss: 0.9195 2024-04-05 15:01:15,362 - mmdet - INFO - Epoch [34][5150/7330] lr: 4.612e-08, eta: 7:03:56, time: 1.481, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1257, s0.acc: 95.3467, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2049, s1.loss_cls: 0.0578, s1.acc: 95.6395, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1040, s2.loss_cls: 0.0291, s2.acc: 95.5717, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0495, loss: 0.9559 2024-04-05 15:02:28,193 - mmdet - INFO - Epoch [34][5200/7330] lr: 4.612e-08, eta: 7:02:40, time: 1.456, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1279, s0.acc: 95.4119, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2065, s1.loss_cls: 0.0595, s1.acc: 95.6605, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1050, s2.loss_cls: 0.0301, s2.acc: 95.4184, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0499, loss: 0.9648 2024-04-05 15:03:40,610 - mmdet - INFO - Epoch [34][5250/7330] lr: 4.612e-08, eta: 7:01:24, time: 1.449, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1254, s0.acc: 95.3738, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2031, s1.loss_cls: 0.0589, s1.acc: 95.5739, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1024, s2.loss_cls: 0.0300, s2.acc: 95.4311, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0487, loss: 0.9531 2024-04-05 15:04:57,535 - mmdet - INFO - Epoch [34][5300/7330] lr: 4.612e-08, eta: 7:00:09, time: 1.538, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1211, s0.acc: 95.4534, s0.loss_bbox: 0.2007, s0.loss_mask: 0.2145, s1.loss_cls: 0.0561, s1.acc: 95.6706, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1076, s2.loss_cls: 0.0285, s2.acc: 95.5657, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0509, loss: 0.9555 2024-04-05 15:06:10,562 - mmdet - INFO - Epoch [34][5350/7330] lr: 4.612e-08, eta: 6:58:53, time: 1.461, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1241, s0.acc: 95.4062, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2039, s1.loss_cls: 0.0568, s1.acc: 95.7661, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1032, s2.loss_cls: 0.0291, s2.acc: 95.5601, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0491, loss: 0.9554 2024-04-05 15:07:25,641 - mmdet - INFO - Epoch [34][5400/7330] lr: 4.612e-08, eta: 6:57:38, time: 1.502, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1205, s0.acc: 95.4641, s0.loss_bbox: 0.1987, s0.loss_mask: 0.2062, s1.loss_cls: 0.0558, s1.acc: 95.7284, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1041, s2.loss_cls: 0.0282, s2.acc: 95.5682, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0493, loss: 0.9395 2024-04-05 15:08:41,966 - mmdet - INFO - Epoch [34][5450/7330] lr: 4.612e-08, eta: 6:56:22, time: 1.526, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1159, s0.acc: 95.7603, s0.loss_bbox: 0.1893, s0.loss_mask: 0.2017, s1.loss_cls: 0.0532, s1.acc: 96.0939, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1034, s2.loss_cls: 0.0274, s2.acc: 95.8930, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0494, loss: 0.9109 2024-04-05 15:09:58,309 - mmdet - INFO - Epoch [34][5500/7330] lr: 4.612e-08, eta: 6:55:07, time: 1.527, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1177, s0.acc: 95.6375, s0.loss_bbox: 0.1949, s0.loss_mask: 0.2040, s1.loss_cls: 0.0544, s1.acc: 95.9455, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1029, s2.loss_cls: 0.0275, s2.acc: 95.7230, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0491, loss: 0.9236 2024-04-05 15:11:14,174 - mmdet - INFO - Epoch [34][5550/7330] lr: 4.612e-08, eta: 6:53:51, time: 1.517, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1207, s0.acc: 95.5593, s0.loss_bbox: 0.1945, s0.loss_mask: 0.2074, s1.loss_cls: 0.0551, s1.acc: 95.8710, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1041, s2.loss_cls: 0.0276, s2.acc: 95.7001, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0498, loss: 0.9326 2024-04-05 15:12:26,048 - mmdet - INFO - Epoch [34][5600/7330] lr: 4.612e-08, eta: 6:52:36, time: 1.437, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1206, s0.acc: 95.5679, s0.loss_bbox: 0.1997, s0.loss_mask: 0.2027, s1.loss_cls: 0.0560, s1.acc: 95.8161, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1033, s2.loss_cls: 0.0282, s2.acc: 95.6492, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0491, loss: 0.9354 2024-04-05 15:13:43,056 - mmdet - INFO - Epoch [34][5650/7330] lr: 4.612e-08, eta: 6:51:20, time: 1.540, data_time: 0.064, memory: 29881, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1142, s0.acc: 95.7014, s0.loss_bbox: 0.1920, s0.loss_mask: 0.2060, s1.loss_cls: 0.0530, s1.acc: 95.9492, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1043, s2.loss_cls: 0.0269, s2.acc: 95.8724, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0496, loss: 0.9155 2024-04-05 15:14:56,205 - mmdet - INFO - Epoch [34][5700/7330] lr: 4.612e-08, eta: 6:50:05, time: 1.463, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1217, s0.acc: 95.5635, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2010, s1.loss_cls: 0.0559, s1.acc: 95.8667, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1011, s2.loss_cls: 0.0280, s2.acc: 95.7043, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0480, loss: 0.9269 2024-04-05 15:16:12,299 - mmdet - INFO - Epoch [34][5750/7330] lr: 4.612e-08, eta: 6:48:49, time: 1.522, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1195, s0.acc: 95.5896, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2081, s1.loss_cls: 0.0552, s1.acc: 95.8362, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1050, s2.loss_cls: 0.0279, s2.acc: 95.6352, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0496, loss: 0.9411 2024-04-05 15:17:29,436 - mmdet - INFO - Epoch [34][5800/7330] lr: 4.612e-08, eta: 6:47:34, time: 1.543, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1204, s0.acc: 95.5000, s0.loss_bbox: 0.2013, s0.loss_mask: 0.2045, s1.loss_cls: 0.0561, s1.acc: 95.7779, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1035, s2.loss_cls: 0.0282, s2.acc: 95.5969, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0493, loss: 0.9403 2024-04-05 15:18:50,149 - mmdet - INFO - Epoch [34][5850/7330] lr: 4.612e-08, eta: 6:46:18, time: 1.614, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1162, s0.acc: 95.6404, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2045, s1.loss_cls: 0.0539, s1.acc: 95.9204, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1046, s2.loss_cls: 0.0272, s2.acc: 95.7997, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0499, loss: 0.9288 2024-04-05 15:20:05,675 - mmdet - INFO - Epoch [34][5900/7330] lr: 4.612e-08, eta: 6:45:03, time: 1.510, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1229, s0.acc: 95.4871, s0.loss_bbox: 0.2011, s0.loss_mask: 0.2040, s1.loss_cls: 0.0563, s1.acc: 95.8672, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1034, s2.loss_cls: 0.0286, s2.acc: 95.6604, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0491, loss: 0.9437 2024-04-05 15:21:25,868 - mmdet - INFO - Epoch [34][5950/7330] lr: 4.612e-08, eta: 6:43:48, time: 1.604, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1202, s0.acc: 95.5447, s0.loss_bbox: 0.1988, s0.loss_mask: 0.2126, s1.loss_cls: 0.0561, s1.acc: 95.8206, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1068, s2.loss_cls: 0.0282, s2.acc: 95.6713, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0502, loss: 0.9481 2024-04-05 15:22:39,140 - mmdet - INFO - Epoch [34][6000/7330] lr: 4.612e-08, eta: 6:42:32, time: 1.465, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1195, s0.acc: 95.6060, s0.loss_bbox: 0.1973, s0.loss_mask: 0.2024, s1.loss_cls: 0.0547, s1.acc: 95.8956, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1024, s2.loss_cls: 0.0278, s2.acc: 95.7095, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0486, loss: 0.9272 2024-04-05 15:23:57,103 - mmdet - INFO - Epoch [34][6050/7330] lr: 4.612e-08, eta: 6:41:17, time: 1.559, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1261, s0.acc: 95.4421, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2082, s1.loss_cls: 0.0582, s1.acc: 95.6256, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1045, s2.loss_cls: 0.0293, s2.acc: 95.5741, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0497, loss: 0.9591 2024-04-05 15:25:12,814 - mmdet - INFO - Epoch [34][6100/7330] lr: 4.612e-08, eta: 6:40:01, time: 1.514, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1145, s0.acc: 95.8389, s0.loss_bbox: 0.1885, s0.loss_mask: 0.2031, s1.loss_cls: 0.0530, s1.acc: 96.0770, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1034, s2.loss_cls: 0.0268, s2.acc: 95.8801, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0493, loss: 0.9059 2024-04-05 15:26:28,641 - mmdet - INFO - Epoch [34][6150/7330] lr: 4.612e-08, eta: 6:38:46, time: 1.516, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1182, s0.acc: 95.6509, s0.loss_bbox: 0.1928, s0.loss_mask: 0.2005, s1.loss_cls: 0.0540, s1.acc: 95.9366, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1023, s2.loss_cls: 0.0273, s2.acc: 95.7566, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0489, loss: 0.9173 2024-04-05 15:27:44,021 - mmdet - INFO - Epoch [34][6200/7330] lr: 4.612e-08, eta: 6:37:30, time: 1.508, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1189, s0.acc: 95.5994, s0.loss_bbox: 0.1949, s0.loss_mask: 0.2039, s1.loss_cls: 0.0541, s1.acc: 95.9114, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1017, s2.loss_cls: 0.0272, s2.acc: 95.8664, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0482, loss: 0.9177 2024-04-05 15:28:58,139 - mmdet - INFO - Epoch [34][6250/7330] lr: 4.612e-08, eta: 6:36:14, time: 1.482, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1115, s0.acc: 95.8188, s0.loss_bbox: 0.1837, s0.loss_mask: 0.1986, s1.loss_cls: 0.0521, s1.acc: 95.9878, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1015, s2.loss_cls: 0.0264, s2.acc: 95.8490, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0486, loss: 0.8853 2024-04-05 15:30:12,088 - mmdet - INFO - Epoch [34][6300/7330] lr: 4.612e-08, eta: 6:34:59, time: 1.479, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1209, s0.acc: 95.5837, s0.loss_bbox: 0.1956, s0.loss_mask: 0.2026, s1.loss_cls: 0.0566, s1.acc: 95.7395, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1025, s2.loss_cls: 0.0281, s2.acc: 95.6541, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0486, loss: 0.9288 2024-04-05 15:31:26,785 - mmdet - INFO - Epoch [34][6350/7330] lr: 4.612e-08, eta: 6:33:43, time: 1.494, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1194, s0.acc: 95.5583, s0.loss_bbox: 0.1986, s0.loss_mask: 0.2039, s1.loss_cls: 0.0547, s1.acc: 95.8797, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1027, s2.loss_cls: 0.0278, s2.acc: 95.7923, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0486, loss: 0.9320 2024-04-05 15:32:44,269 - mmdet - INFO - Epoch [34][6400/7330] lr: 4.612e-08, eta: 6:32:28, time: 1.549, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1237, s0.acc: 95.4385, s0.loss_bbox: 0.1989, s0.loss_mask: 0.2071, s1.loss_cls: 0.0563, s1.acc: 95.7379, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1059, s2.loss_cls: 0.0281, s2.acc: 95.7295, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0503, loss: 0.9453 2024-04-05 15:33:56,079 - mmdet - INFO - Epoch [34][6450/7330] lr: 4.612e-08, eta: 6:31:12, time: 1.437, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1298, s0.acc: 95.2527, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2106, s1.loss_cls: 0.0607, s1.acc: 95.4631, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1057, s2.loss_cls: 0.0309, s2.acc: 95.2271, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0498, loss: 0.9780 2024-04-05 15:35:12,180 - mmdet - INFO - Epoch [34][6500/7330] lr: 4.612e-08, eta: 6:29:57, time: 1.522, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1176, s0.acc: 95.7336, s0.loss_bbox: 0.1939, s0.loss_mask: 0.2000, s1.loss_cls: 0.0546, s1.acc: 95.9337, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1015, s2.loss_cls: 0.0281, s2.acc: 95.7603, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0485, loss: 0.9183 2024-04-05 15:36:32,201 - mmdet - INFO - Epoch [34][6550/7330] lr: 4.612e-08, eta: 6:28:41, time: 1.600, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1176, s0.acc: 95.6436, s0.loss_bbox: 0.1922, s0.loss_mask: 0.1990, s1.loss_cls: 0.0542, s1.acc: 95.9227, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1006, s2.loss_cls: 0.0271, s2.acc: 95.7805, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0480, loss: 0.9083 2024-04-05 15:37:48,574 - mmdet - INFO - Epoch [34][6600/7330] lr: 4.612e-08, eta: 6:27:26, time: 1.527, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1272, s0.acc: 95.2700, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2111, s1.loss_cls: 0.0591, s1.acc: 95.5221, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1066, s2.loss_cls: 0.0303, s2.acc: 95.2651, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0508, loss: 0.9730 2024-04-05 15:39:01,295 - mmdet - INFO - Epoch [34][6650/7330] lr: 4.612e-08, eta: 6:26:10, time: 1.454, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1261, s0.acc: 95.3650, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2031, s1.loss_cls: 0.0589, s1.acc: 95.5443, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1027, s2.loss_cls: 0.0299, s2.acc: 95.3995, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0488, loss: 0.9507 2024-04-05 15:40:15,632 - mmdet - INFO - Epoch [34][6700/7330] lr: 4.612e-08, eta: 6:24:55, time: 1.487, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1229, s0.acc: 95.5876, s0.loss_bbox: 0.1969, s0.loss_mask: 0.2045, s1.loss_cls: 0.0565, s1.acc: 95.8031, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1026, s2.loss_cls: 0.0285, s2.acc: 95.7215, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0487, loss: 0.9356 2024-04-05 15:41:27,956 - mmdet - INFO - Epoch [34][6750/7330] lr: 4.612e-08, eta: 6:23:39, time: 1.447, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1238, s0.acc: 95.3674, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2053, s1.loss_cls: 0.0571, s1.acc: 95.6162, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1036, s2.loss_cls: 0.0287, s2.acc: 95.4538, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0494, loss: 0.9555 2024-04-05 15:42:45,610 - mmdet - INFO - Epoch [34][6800/7330] lr: 4.612e-08, eta: 6:22:24, time: 1.553, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1260, s0.acc: 95.3979, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2017, s1.loss_cls: 0.0582, s1.acc: 95.6187, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1017, s2.loss_cls: 0.0295, s2.acc: 95.4814, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0482, loss: 0.9461 2024-04-05 15:43:59,104 - mmdet - INFO - Epoch [34][6850/7330] lr: 4.612e-08, eta: 6:21:08, time: 1.470, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1219, s0.acc: 95.5657, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2063, s1.loss_cls: 0.0566, s1.acc: 95.8099, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1039, s2.loss_cls: 0.0285, s2.acc: 95.6038, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0495, loss: 0.9457 2024-04-05 15:45:17,724 - mmdet - INFO - Epoch [34][6900/7330] lr: 4.612e-08, eta: 6:19:53, time: 1.572, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1162, s0.acc: 95.7366, s0.loss_bbox: 0.1970, s0.loss_mask: 0.2007, s1.loss_cls: 0.0538, s1.acc: 95.9725, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1016, s2.loss_cls: 0.0274, s2.acc: 95.7841, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0484, loss: 0.9176 2024-04-05 15:46:28,518 - mmdet - INFO - Epoch [34][6950/7330] lr: 4.612e-08, eta: 6:18:37, time: 1.416, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1200, s0.acc: 95.5781, s0.loss_bbox: 0.2007, s0.loss_mask: 0.2072, s1.loss_cls: 0.0557, s1.acc: 95.8055, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1049, s2.loss_cls: 0.0283, s2.acc: 95.6062, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0499, loss: 0.9449 2024-04-05 15:47:44,728 - mmdet - INFO - Epoch [34][7000/7330] lr: 4.612e-08, eta: 6:17:21, time: 1.524, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1210, s0.acc: 95.5237, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2042, s1.loss_cls: 0.0562, s1.acc: 95.7626, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1035, s2.loss_cls: 0.0283, s2.acc: 95.6861, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0493, loss: 0.9389 2024-04-05 15:48:58,843 - mmdet - INFO - Epoch [34][7050/7330] lr: 4.612e-08, eta: 6:16:06, time: 1.482, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1145, s0.acc: 95.7852, s0.loss_bbox: 0.1919, s0.loss_mask: 0.1991, s1.loss_cls: 0.0528, s1.acc: 96.0692, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1007, s2.loss_cls: 0.0269, s2.acc: 95.8710, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0477, loss: 0.9057 2024-04-05 15:50:14,405 - mmdet - INFO - Epoch [34][7100/7330] lr: 4.612e-08, eta: 6:14:50, time: 1.511, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1233, s0.acc: 95.4119, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2005, s1.loss_cls: 0.0568, s1.acc: 95.6911, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1019, s2.loss_cls: 0.0289, s2.acc: 95.5042, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0484, loss: 0.9414 2024-04-05 15:51:30,612 - mmdet - INFO - Epoch [34][7150/7330] lr: 4.612e-08, eta: 6:13:35, time: 1.524, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1235, s0.acc: 95.3628, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2056, s1.loss_cls: 0.0568, s1.acc: 95.6425, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1046, s2.loss_cls: 0.0288, s2.acc: 95.4908, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0502, loss: 0.9575 2024-04-05 15:52:46,850 - mmdet - INFO - Epoch [34][7200/7330] lr: 4.612e-08, eta: 6:12:19, time: 1.525, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1210, s0.acc: 95.6125, s0.loss_bbox: 0.1971, s0.loss_mask: 0.2009, s1.loss_cls: 0.0559, s1.acc: 95.8370, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1024, s2.loss_cls: 0.0284, s2.acc: 95.7025, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0486, loss: 0.9314 2024-04-05 15:54:05,543 - mmdet - INFO - Epoch [34][7250/7330] lr: 4.612e-08, eta: 6:11:04, time: 1.574, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1182, s0.acc: 95.5586, s0.loss_bbox: 0.1958, s0.loss_mask: 0.2026, s1.loss_cls: 0.0553, s1.acc: 95.8121, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1029, s2.loss_cls: 0.0282, s2.acc: 95.6103, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0492, loss: 0.9242 2024-04-05 15:55:19,791 - mmdet - INFO - Epoch [34][7300/7330] lr: 4.612e-08, eta: 6:09:48, time: 1.485, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1217, s0.acc: 95.4666, s0.loss_bbox: 0.1969, s0.loss_mask: 0.2031, s1.loss_cls: 0.0565, s1.acc: 95.7161, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1031, s2.loss_cls: 0.0288, s2.acc: 95.5088, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0493, loss: 0.9335 2024-04-05 15:56:03,376 - mmdet - INFO - Saving checkpoint at 34 epochs 2024-04-05 16:03:41,115 - mmdet - INFO - Evaluating bbox... 2024-04-05 16:04:21,147 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.528 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.715 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.572 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 ] = 0.568 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.673 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.651 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.651 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.651 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.473 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.687 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.784 2024-04-05 16:04:21,148 - mmdet - INFO - Evaluating segm... 2024-04-05 16:05:01,492 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.459 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.692 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.499 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.258 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.493 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 ] = 0.573 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.573 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.573 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.393 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.722 2024-04-05 16:05:02,032 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 16:05:02,033 - mmdet - INFO - Epoch(val) [34][1250] bbox_mAP: 0.5280, bbox_mAP_50: 0.7150, bbox_mAP_75: 0.5720, bbox_mAP_s: 0.3490, bbox_mAP_m: 0.5680, bbox_mAP_l: 0.6730, bbox_mAP_copypaste: 0.528 0.715 0.572 0.349 0.568 0.673, segm_mAP: 0.4590, segm_mAP_50: 0.6920, segm_mAP_75: 0.4990, segm_mAP_s: 0.2580, segm_mAP_m: 0.4930, segm_mAP_l: 0.6400, segm_mAP_copypaste: 0.459 0.692 0.499 0.258 0.493 0.640 2024-04-05 16:06:20,093 - mmdet - INFO - Epoch [35][50/7330] lr: 4.612e-08, eta: 6:07:45, time: 1.561, data_time: 0.110, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1126, s0.acc: 95.8479, s0.loss_bbox: 0.1866, s0.loss_mask: 0.1960, s1.loss_cls: 0.0516, s1.acc: 96.1517, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1003, s2.loss_cls: 0.0261, s2.acc: 96.0265, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0480, loss: 0.8918 2024-04-05 16:07:34,757 - mmdet - INFO - Epoch [35][100/7330] lr: 4.612e-08, eta: 6:06:29, time: 1.493, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1212, s0.acc: 95.4734, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2075, s1.loss_cls: 0.0565, s1.acc: 95.7229, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1050, s2.loss_cls: 0.0288, s2.acc: 95.5590, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0499, loss: 0.9551 2024-04-05 16:08:51,532 - mmdet - INFO - Epoch [35][150/7330] lr: 4.612e-08, eta: 6:05:14, time: 1.536, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1161, s0.acc: 95.6978, s0.loss_bbox: 0.1957, s0.loss_mask: 0.2025, s1.loss_cls: 0.0533, s1.acc: 95.9713, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1021, s2.loss_cls: 0.0272, s2.acc: 95.7821, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0485, loss: 0.9178 2024-04-05 16:10:10,090 - mmdet - INFO - Epoch [35][200/7330] lr: 4.612e-08, eta: 6:03:59, time: 1.571, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1225, s0.acc: 95.3809, s0.loss_bbox: 0.2015, s0.loss_mask: 0.2045, s1.loss_cls: 0.0577, s1.acc: 95.6098, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1033, s2.loss_cls: 0.0292, s2.acc: 95.4402, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0491, loss: 0.9458 2024-04-05 16:11:26,872 - mmdet - INFO - Epoch [35][250/7330] lr: 4.612e-08, eta: 6:02:43, time: 1.536, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1231, s0.acc: 95.4309, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2077, s1.loss_cls: 0.0561, s1.acc: 95.7111, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1052, s2.loss_cls: 0.0285, s2.acc: 95.5521, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0501, loss: 0.9552 2024-04-05 16:12:41,310 - mmdet - INFO - Epoch [35][300/7330] lr: 4.612e-08, eta: 6:01:28, time: 1.489, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1175, s0.acc: 95.6472, s0.loss_bbox: 0.1915, s0.loss_mask: 0.2013, s1.loss_cls: 0.0547, s1.acc: 95.9233, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1016, s2.loss_cls: 0.0275, s2.acc: 95.7632, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0485, loss: 0.9125 2024-04-05 16:13:57,188 - mmdet - INFO - Epoch [35][350/7330] lr: 4.612e-08, eta: 6:00:12, time: 1.518, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1152, s0.acc: 95.8181, s0.loss_bbox: 0.1908, s0.loss_mask: 0.1984, s1.loss_cls: 0.0523, s1.acc: 96.1115, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0997, s2.loss_cls: 0.0263, s2.acc: 95.9896, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0470, loss: 0.8983 2024-04-05 16:15:13,645 - mmdet - INFO - Epoch [35][400/7330] lr: 4.612e-08, eta: 5:58:57, time: 1.529, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1227, s0.acc: 95.5042, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2016, s1.loss_cls: 0.0555, s1.acc: 95.8889, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1024, s2.loss_cls: 0.0278, s2.acc: 95.7497, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0486, loss: 0.9364 2024-04-05 16:16:29,571 - mmdet - INFO - Epoch [35][450/7330] lr: 4.612e-08, eta: 5:57:41, time: 1.519, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1189, s0.acc: 95.5852, s0.loss_bbox: 0.1996, s0.loss_mask: 0.2063, s1.loss_cls: 0.0550, s1.acc: 95.8722, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1042, s2.loss_cls: 0.0282, s2.acc: 95.6400, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0495, loss: 0.9359 2024-04-05 16:17:42,901 - mmdet - INFO - Epoch [35][500/7330] lr: 4.612e-08, eta: 5:56:25, time: 1.467, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1173, s0.acc: 95.7244, s0.loss_bbox: 0.1931, s0.loss_mask: 0.2030, s1.loss_cls: 0.0550, s1.acc: 95.9306, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1020, s2.loss_cls: 0.0275, s2.acc: 95.8553, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0487, loss: 0.9165 2024-04-05 16:18:53,045 - mmdet - INFO - Epoch [35][550/7330] lr: 4.612e-08, eta: 5:55:10, time: 1.403, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1139, s0.acc: 95.7759, s0.loss_bbox: 0.1908, s0.loss_mask: 0.1998, s1.loss_cls: 0.0529, s1.acc: 95.9949, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1016, s2.loss_cls: 0.0270, s2.acc: 95.8268, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0478, loss: 0.9018 2024-04-05 16:20:06,543 - mmdet - INFO - Epoch [35][600/7330] lr: 4.612e-08, eta: 5:53:54, time: 1.470, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1185, s0.acc: 95.6050, s0.loss_bbox: 0.1931, s0.loss_mask: 0.2030, s1.loss_cls: 0.0550, s1.acc: 95.8270, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1031, s2.loss_cls: 0.0275, s2.acc: 95.7008, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0493, loss: 0.9211 2024-04-05 16:21:22,669 - mmdet - INFO - Epoch [35][650/7330] lr: 4.612e-08, eta: 5:52:39, time: 1.522, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1173, s0.acc: 95.7385, s0.loss_bbox: 0.1960, s0.loss_mask: 0.2017, s1.loss_cls: 0.0534, s1.acc: 96.1105, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1028, s2.loss_cls: 0.0270, s2.acc: 95.9759, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0490, loss: 0.9206 2024-04-05 16:22:40,817 - mmdet - INFO - Epoch [35][700/7330] lr: 4.612e-08, eta: 5:51:23, time: 1.563, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1178, s0.acc: 95.5439, s0.loss_bbox: 0.1945, s0.loss_mask: 0.2010, s1.loss_cls: 0.0540, s1.acc: 95.8585, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1022, s2.loss_cls: 0.0275, s2.acc: 95.6865, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0486, loss: 0.9177 2024-04-05 16:23:55,541 - mmdet - INFO - Epoch [35][750/7330] lr: 4.612e-08, eta: 5:50:08, time: 1.494, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1155, s0.acc: 95.7944, s0.loss_bbox: 0.1920, s0.loss_mask: 0.2013, s1.loss_cls: 0.0529, s1.acc: 96.1254, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1022, s2.loss_cls: 0.0268, s2.acc: 95.9558, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0486, loss: 0.9104 2024-04-05 16:25:09,475 - mmdet - INFO - Epoch [35][800/7330] lr: 4.612e-08, eta: 5:48:52, time: 1.479, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1218, s0.acc: 95.4673, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2082, s1.loss_cls: 0.0562, s1.acc: 95.7006, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1038, s2.loss_cls: 0.0280, s2.acc: 95.5855, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0494, loss: 0.9419 2024-04-05 16:26:27,354 - mmdet - INFO - Epoch [35][850/7330] lr: 4.612e-08, eta: 5:47:37, time: 1.558, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1174, s0.acc: 95.6697, s0.loss_bbox: 0.1949, s0.loss_mask: 0.2031, s1.loss_cls: 0.0538, s1.acc: 95.9409, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1018, s2.loss_cls: 0.0275, s2.acc: 95.7570, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0480, loss: 0.9175 2024-04-05 16:27:40,883 - mmdet - INFO - Epoch [35][900/7330] lr: 4.612e-08, eta: 5:46:21, time: 1.471, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1184, s0.acc: 95.7207, s0.loss_bbox: 0.1908, s0.loss_mask: 0.2010, s1.loss_cls: 0.0544, s1.acc: 95.9659, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1018, s2.loss_cls: 0.0271, s2.acc: 95.8478, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0486, loss: 0.9110 2024-04-05 16:28:56,862 - mmdet - INFO - Epoch [35][950/7330] lr: 4.612e-08, eta: 5:45:05, time: 1.520, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1189, s0.acc: 95.5815, s0.loss_bbox: 0.1973, s0.loss_mask: 0.2022, s1.loss_cls: 0.0553, s1.acc: 95.7883, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1031, s2.loss_cls: 0.0280, s2.acc: 95.5976, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0492, loss: 0.9324 2024-04-05 16:30:13,109 - mmdet - INFO - Epoch [35][1000/7330] lr: 4.612e-08, eta: 5:43:50, time: 1.525, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1194, s0.acc: 95.5188, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2001, s1.loss_cls: 0.0550, s1.acc: 95.7994, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1011, s2.loss_cls: 0.0276, s2.acc: 95.6024, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0480, loss: 0.9264 2024-04-05 16:31:28,031 - mmdet - INFO - Epoch [35][1050/7330] lr: 4.612e-08, eta: 5:42:34, time: 1.498, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1207, s0.acc: 95.5559, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2065, s1.loss_cls: 0.0555, s1.acc: 95.8445, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1045, s2.loss_cls: 0.0284, s2.acc: 95.6196, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0495, loss: 0.9481 2024-04-05 16:32:46,482 - mmdet - INFO - Epoch [35][1100/7330] lr: 4.612e-08, eta: 5:41:19, time: 1.569, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1257, s0.acc: 95.3665, s0.loss_bbox: 0.2084, s0.loss_mask: 0.2044, s1.loss_cls: 0.0578, s1.acc: 95.5965, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1030, s2.loss_cls: 0.0294, s2.acc: 95.4123, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0491, loss: 0.9631 2024-04-05 16:34:01,677 - mmdet - INFO - Epoch [35][1150/7330] lr: 4.612e-08, eta: 5:40:04, time: 1.503, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1210, s0.acc: 95.5823, s0.loss_bbox: 0.1962, s0.loss_mask: 0.1995, s1.loss_cls: 0.0564, s1.acc: 95.8167, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1015, s2.loss_cls: 0.0286, s2.acc: 95.6147, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0486, loss: 0.9257 2024-04-05 16:35:17,014 - mmdet - INFO - Epoch [35][1200/7330] lr: 4.612e-08, eta: 5:38:48, time: 1.507, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1199, s0.acc: 95.6389, s0.loss_bbox: 0.1970, s0.loss_mask: 0.2054, s1.loss_cls: 0.0551, s1.acc: 95.9418, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1046, s2.loss_cls: 0.0281, s2.acc: 95.7649, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0500, loss: 0.9345 2024-04-05 16:36:29,147 - mmdet - INFO - Epoch [35][1250/7330] lr: 4.612e-08, eta: 5:37:32, time: 1.443, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1245, s0.acc: 95.3994, s0.loss_bbox: 0.1993, s0.loss_mask: 0.2029, s1.loss_cls: 0.0585, s1.acc: 95.6066, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1033, s2.loss_cls: 0.0295, s2.acc: 95.4777, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0493, loss: 0.9433 2024-04-05 16:37:44,246 - mmdet - INFO - Epoch [35][1300/7330] lr: 4.612e-08, eta: 5:36:17, time: 1.502, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1199, s0.acc: 95.6123, s0.loss_bbox: 0.1953, s0.loss_mask: 0.2005, s1.loss_cls: 0.0548, s1.acc: 95.9363, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1022, s2.loss_cls: 0.0274, s2.acc: 95.7323, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0486, loss: 0.9220 2024-04-05 16:39:00,720 - mmdet - INFO - Epoch [35][1350/7330] lr: 4.612e-08, eta: 5:35:01, time: 1.529, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1224, s0.acc: 95.4856, s0.loss_bbox: 0.2018, s0.loss_mask: 0.2081, s1.loss_cls: 0.0576, s1.acc: 95.6466, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1052, s2.loss_cls: 0.0286, s2.acc: 95.6177, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0496, loss: 0.9518 2024-04-05 16:40:14,493 - mmdet - INFO - Epoch [35][1400/7330] lr: 4.612e-08, eta: 5:33:46, time: 1.475, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1243, s0.acc: 95.4424, s0.loss_bbox: 0.2010, s0.loss_mask: 0.2045, s1.loss_cls: 0.0572, s1.acc: 95.7311, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1040, s2.loss_cls: 0.0289, s2.acc: 95.5660, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0494, loss: 0.9476 2024-04-05 16:41:31,606 - mmdet - INFO - Epoch [35][1450/7330] lr: 4.612e-08, eta: 5:32:30, time: 1.543, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1291, s0.acc: 95.2610, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2072, s1.loss_cls: 0.0603, s1.acc: 95.5045, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1053, s2.loss_cls: 0.0304, s2.acc: 95.3190, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0500, loss: 0.9724 2024-04-05 16:42:44,345 - mmdet - INFO - Epoch [35][1500/7330] lr: 4.612e-08, eta: 5:31:15, time: 1.455, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1216, s0.acc: 95.4907, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2073, s1.loss_cls: 0.0551, s1.acc: 95.8512, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1051, s2.loss_cls: 0.0281, s2.acc: 95.6855, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0501, loss: 0.9545 2024-04-05 16:44:00,205 - mmdet - INFO - Epoch [35][1550/7330] lr: 4.612e-08, eta: 5:29:59, time: 1.517, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1222, s0.acc: 95.5269, s0.loss_bbox: 0.1977, s0.loss_mask: 0.2041, s1.loss_cls: 0.0573, s1.acc: 95.6368, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1031, s2.loss_cls: 0.0289, s2.acc: 95.4833, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0487, loss: 0.9400 2024-04-05 16:45:18,338 - mmdet - INFO - Epoch [35][1600/7330] lr: 4.612e-08, eta: 5:28:44, time: 1.563, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1199, s0.acc: 95.5649, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2078, s1.loss_cls: 0.0553, s1.acc: 95.7889, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1047, s2.loss_cls: 0.0285, s2.acc: 95.5153, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0496, loss: 0.9442 2024-04-05 16:46:30,490 - mmdet - INFO - Epoch [35][1650/7330] lr: 4.612e-08, eta: 5:27:28, time: 1.443, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1171, s0.acc: 95.6887, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2030, s1.loss_cls: 0.0544, s1.acc: 95.9190, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1018, s2.loss_cls: 0.0272, s2.acc: 95.8611, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0481, loss: 0.9217 2024-04-05 16:47:41,563 - mmdet - INFO - Epoch [35][1700/7330] lr: 4.612e-08, eta: 5:26:12, time: 1.422, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1132, s0.acc: 95.8174, s0.loss_bbox: 0.1926, s0.loss_mask: 0.2040, s1.loss_cls: 0.0526, s1.acc: 96.0792, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1035, s2.loss_cls: 0.0266, s2.acc: 95.9474, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0496, loss: 0.9142 2024-04-05 16:48:57,532 - mmdet - INFO - Epoch [35][1750/7330] lr: 4.612e-08, eta: 5:24:57, time: 1.519, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1184, s0.acc: 95.6191, s0.loss_bbox: 0.1950, s0.loss_mask: 0.2042, s1.loss_cls: 0.0555, s1.acc: 95.8547, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1036, s2.loss_cls: 0.0274, s2.acc: 95.7557, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0496, loss: 0.9254 2024-04-05 16:50:08,931 - mmdet - INFO - Epoch [35][1800/7330] lr: 4.612e-08, eta: 5:23:41, time: 1.428, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1258, s0.acc: 95.4473, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2066, s1.loss_cls: 0.0573, s1.acc: 95.7049, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1044, s2.loss_cls: 0.0290, s2.acc: 95.5182, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0496, loss: 0.9574 2024-04-05 16:51:21,457 - mmdet - INFO - Epoch [35][1850/7330] lr: 4.612e-08, eta: 5:22:25, time: 1.451, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1175, s0.acc: 95.6802, s0.loss_bbox: 0.1915, s0.loss_mask: 0.2025, s1.loss_cls: 0.0535, s1.acc: 96.0181, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1012, s2.loss_cls: 0.0266, s2.acc: 95.9254, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0481, loss: 0.9117 2024-04-05 16:52:36,243 - mmdet - INFO - Epoch [35][1900/7330] lr: 4.612e-08, eta: 5:21:10, time: 1.496, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1177, s0.acc: 95.6777, s0.loss_bbox: 0.1935, s0.loss_mask: 0.2024, s1.loss_cls: 0.0547, s1.acc: 95.8687, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1027, s2.loss_cls: 0.0280, s2.acc: 95.7075, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0491, loss: 0.9189 2024-04-05 16:53:49,629 - mmdet - INFO - Epoch [35][1950/7330] lr: 4.612e-08, eta: 5:19:54, time: 1.468, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1147, s0.acc: 95.7476, s0.loss_bbox: 0.1954, s0.loss_mask: 0.2001, s1.loss_cls: 0.0524, s1.acc: 96.0233, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1013, s2.loss_cls: 0.0265, s2.acc: 95.8500, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0484, loss: 0.9127 2024-04-05 16:55:02,426 - mmdet - INFO - Epoch [35][2000/7330] lr: 4.612e-08, eta: 5:18:39, time: 1.456, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1267, s0.acc: 95.3254, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2102, s1.loss_cls: 0.0590, s1.acc: 95.6029, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1051, s2.loss_cls: 0.0301, s2.acc: 95.3865, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0500, loss: 0.9729 2024-04-05 16:56:17,631 - mmdet - INFO - Epoch [35][2050/7330] lr: 4.612e-08, eta: 5:17:23, time: 1.504, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1145, s0.acc: 95.7981, s0.loss_bbox: 0.1897, s0.loss_mask: 0.1972, s1.loss_cls: 0.0531, s1.acc: 96.0212, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1005, s2.loss_cls: 0.0268, s2.acc: 95.7897, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0481, loss: 0.8986 2024-04-05 16:57:33,830 - mmdet - INFO - Epoch [35][2100/7330] lr: 4.612e-08, eta: 5:16:08, time: 1.524, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1247, s0.acc: 95.3875, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2014, s1.loss_cls: 0.0572, s1.acc: 95.6899, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1022, s2.loss_cls: 0.0288, s2.acc: 95.4938, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0487, loss: 0.9451 2024-04-05 16:58:47,864 - mmdet - INFO - Epoch [35][2150/7330] lr: 4.612e-08, eta: 5:14:52, time: 1.481, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1211, s0.acc: 95.6536, s0.loss_bbox: 0.1939, s0.loss_mask: 0.2080, s1.loss_cls: 0.0555, s1.acc: 95.9604, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1052, s2.loss_cls: 0.0280, s2.acc: 95.7118, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0503, loss: 0.9355 2024-04-05 17:00:04,217 - mmdet - INFO - Epoch [35][2200/7330] lr: 4.612e-08, eta: 5:13:37, time: 1.527, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1217, s0.acc: 95.5225, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2063, s1.loss_cls: 0.0559, s1.acc: 95.8071, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1041, s2.loss_cls: 0.0284, s2.acc: 95.6877, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0494, loss: 0.9471 2024-04-05 17:01:20,441 - mmdet - INFO - Epoch [35][2250/7330] lr: 4.612e-08, eta: 5:12:21, time: 1.524, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1171, s0.acc: 95.6807, s0.loss_bbox: 0.1929, s0.loss_mask: 0.1981, s1.loss_cls: 0.0533, s1.acc: 96.0248, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1006, s2.loss_cls: 0.0273, s2.acc: 95.8113, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0481, loss: 0.9074 2024-04-05 17:02:36,585 - mmdet - INFO - Epoch [35][2300/7330] lr: 4.612e-08, eta: 5:11:06, time: 1.522, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1212, s0.acc: 95.5078, s0.loss_bbox: 0.2008, s0.loss_mask: 0.1990, s1.loss_cls: 0.0559, s1.acc: 95.7761, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1009, s2.loss_cls: 0.0283, s2.acc: 95.6833, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0478, loss: 0.9272 2024-04-05 17:03:52,147 - mmdet - INFO - Epoch [35][2350/7330] lr: 4.612e-08, eta: 5:09:50, time: 1.512, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1139, s0.acc: 95.8562, s0.loss_bbox: 0.1932, s0.loss_mask: 0.2015, s1.loss_cls: 0.0520, s1.acc: 96.1138, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1017, s2.loss_cls: 0.0265, s2.acc: 95.9426, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0482, loss: 0.9064 2024-04-05 17:05:06,477 - mmdet - INFO - Epoch [35][2400/7330] lr: 4.612e-08, eta: 5:08:35, time: 1.487, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1239, s0.acc: 95.4553, s0.loss_bbox: 0.2014, s0.loss_mask: 0.2010, s1.loss_cls: 0.0575, s1.acc: 95.7063, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1025, s2.loss_cls: 0.0284, s2.acc: 95.6227, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0489, loss: 0.9428 2024-04-05 17:06:22,303 - mmdet - INFO - Epoch [35][2450/7330] lr: 4.612e-08, eta: 5:07:19, time: 1.517, data_time: 0.067, memory: 29881, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1296, s0.acc: 95.2732, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2024, s1.loss_cls: 0.0599, s1.acc: 95.5787, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1019, s2.loss_cls: 0.0302, s2.acc: 95.3259, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0485, loss: 0.9550 2024-04-05 17:07:38,486 - mmdet - INFO - Epoch [35][2500/7330] lr: 4.612e-08, eta: 5:06:04, time: 1.524, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1238, s0.acc: 95.4399, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2049, s1.loss_cls: 0.0570, s1.acc: 95.7275, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1042, s2.loss_cls: 0.0288, s2.acc: 95.5179, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0496, loss: 0.9532 2024-04-05 17:08:50,431 - mmdet - INFO - Epoch [35][2550/7330] lr: 4.612e-08, eta: 5:04:48, time: 1.438, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1171, s0.acc: 95.6235, s0.loss_bbox: 0.1954, s0.loss_mask: 0.2009, s1.loss_cls: 0.0550, s1.acc: 95.7891, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1013, s2.loss_cls: 0.0279, s2.acc: 95.6119, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0483, loss: 0.9195 2024-04-05 17:10:04,980 - mmdet - INFO - Epoch [35][2600/7330] lr: 4.612e-08, eta: 5:03:32, time: 1.491, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1264, s0.acc: 95.3350, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2076, s1.loss_cls: 0.0594, s1.acc: 95.5405, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1044, s2.loss_cls: 0.0298, s2.acc: 95.3069, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0491, loss: 0.9647 2024-04-05 17:11:19,438 - mmdet - INFO - Epoch [35][2650/7330] lr: 4.612e-08, eta: 5:02:17, time: 1.489, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1221, s0.acc: 95.5166, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2029, s1.loss_cls: 0.0564, s1.acc: 95.7829, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1027, s2.loss_cls: 0.0284, s2.acc: 95.6938, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0490, loss: 0.9369 2024-04-05 17:12:31,134 - mmdet - INFO - Epoch [35][2700/7330] lr: 4.612e-08, eta: 5:01:01, time: 1.434, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1175, s0.acc: 95.6313, s0.loss_bbox: 0.1950, s0.loss_mask: 0.1964, s1.loss_cls: 0.0550, s1.acc: 95.8234, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1000, s2.loss_cls: 0.0274, s2.acc: 95.8043, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0478, loss: 0.9156 2024-04-05 17:13:51,251 - mmdet - INFO - Epoch [35][2750/7330] lr: 4.612e-08, eta: 4:59:46, time: 1.602, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1213, s0.acc: 95.5652, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2041, s1.loss_cls: 0.0556, s1.acc: 95.8532, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1034, s2.loss_cls: 0.0282, s2.acc: 95.7150, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0496, loss: 0.9415 2024-04-05 17:15:10,781 - mmdet - INFO - Epoch [35][2800/7330] lr: 4.612e-08, eta: 4:58:31, time: 1.591, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1232, s0.acc: 95.4846, s0.loss_bbox: 0.1986, s0.loss_mask: 0.2043, s1.loss_cls: 0.0567, s1.acc: 95.7217, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1031, s2.loss_cls: 0.0285, s2.acc: 95.6402, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0492, loss: 0.9385 2024-04-05 17:16:24,052 - mmdet - INFO - Epoch [35][2850/7330] lr: 4.612e-08, eta: 4:57:15, time: 1.465, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1188, s0.acc: 95.5969, s0.loss_bbox: 0.1968, s0.loss_mask: 0.2041, s1.loss_cls: 0.0553, s1.acc: 95.8467, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1026, s2.loss_cls: 0.0283, s2.acc: 95.6624, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0490, loss: 0.9284 2024-04-05 17:17:40,295 - mmdet - INFO - Epoch [35][2900/7330] lr: 4.612e-08, eta: 4:55:59, time: 1.525, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1178, s0.acc: 95.6438, s0.loss_bbox: 0.1927, s0.loss_mask: 0.2032, s1.loss_cls: 0.0547, s1.acc: 95.9190, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1024, s2.loss_cls: 0.0275, s2.acc: 95.7315, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0485, loss: 0.9178 2024-04-05 17:18:56,638 - mmdet - INFO - Epoch [35][2950/7330] lr: 4.612e-08, eta: 4:54:44, time: 1.527, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1162, s0.acc: 95.6543, s0.loss_bbox: 0.1975, s0.loss_mask: 0.2010, s1.loss_cls: 0.0540, s1.acc: 95.9779, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1017, s2.loss_cls: 0.0278, s2.acc: 95.6931, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0482, loss: 0.9209 2024-04-05 17:20:13,478 - mmdet - INFO - Epoch [35][3000/7330] lr: 4.612e-08, eta: 4:53:28, time: 1.537, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1211, s0.acc: 95.5459, s0.loss_bbox: 0.1959, s0.loss_mask: 0.2038, s1.loss_cls: 0.0568, s1.acc: 95.7605, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1032, s2.loss_cls: 0.0289, s2.acc: 95.5147, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0492, loss: 0.9335 2024-04-05 17:21:26,014 - mmdet - INFO - Epoch [35][3050/7330] lr: 4.612e-08, eta: 4:52:13, time: 1.451, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1283, s0.acc: 95.2781, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2109, s1.loss_cls: 0.0593, s1.acc: 95.5367, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1061, s2.loss_cls: 0.0295, s2.acc: 95.4612, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0504, loss: 0.9748 2024-04-05 17:22:42,128 - mmdet - INFO - Epoch [35][3100/7330] lr: 4.612e-08, eta: 4:50:57, time: 1.522, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1235, s0.acc: 95.4490, s0.loss_bbox: 0.1984, s0.loss_mask: 0.2039, s1.loss_cls: 0.0571, s1.acc: 95.6624, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1036, s2.loss_cls: 0.0293, s2.acc: 95.4683, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0492, loss: 0.9411 2024-04-05 17:23:56,619 - mmdet - INFO - Epoch [35][3150/7330] lr: 4.612e-08, eta: 4:49:42, time: 1.490, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1236, s0.acc: 95.4309, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2082, s1.loss_cls: 0.0564, s1.acc: 95.7514, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1055, s2.loss_cls: 0.0285, s2.acc: 95.5401, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0500, loss: 0.9591 2024-04-05 17:25:10,343 - mmdet - INFO - Epoch [35][3200/7330] lr: 4.612e-08, eta: 4:48:26, time: 1.474, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1159, s0.acc: 95.7556, s0.loss_bbox: 0.1900, s0.loss_mask: 0.2018, s1.loss_cls: 0.0536, s1.acc: 96.0313, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1018, s2.loss_cls: 0.0272, s2.acc: 95.8775, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0485, loss: 0.9087 2024-04-05 17:26:24,363 - mmdet - INFO - Epoch [35][3250/7330] lr: 4.612e-08, eta: 4:47:11, time: 1.480, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1277, s0.acc: 95.3689, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2077, s1.loss_cls: 0.0583, s1.acc: 95.6806, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1047, s2.loss_cls: 0.0292, s2.acc: 95.5356, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0496, loss: 0.9652 2024-04-05 17:27:40,424 - mmdet - INFO - Epoch [35][3300/7330] lr: 4.612e-08, eta: 4:45:55, time: 1.521, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1193, s0.acc: 95.5845, s0.loss_bbox: 0.1946, s0.loss_mask: 0.1995, s1.loss_cls: 0.0552, s1.acc: 95.8159, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1011, s2.loss_cls: 0.0280, s2.acc: 95.6817, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0484, loss: 0.9189 2024-04-05 17:28:55,393 - mmdet - INFO - Epoch [35][3350/7330] lr: 4.612e-08, eta: 4:44:40, time: 1.499, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1189, s0.acc: 95.5244, s0.loss_bbox: 0.1969, s0.loss_mask: 0.1980, s1.loss_cls: 0.0546, s1.acc: 95.8055, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1006, s2.loss_cls: 0.0275, s2.acc: 95.7135, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0485, loss: 0.9189 2024-04-05 17:30:09,332 - mmdet - INFO - Epoch [35][3400/7330] lr: 4.612e-08, eta: 4:43:24, time: 1.479, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1198, s0.acc: 95.5518, s0.loss_bbox: 0.1999, s0.loss_mask: 0.2043, s1.loss_cls: 0.0564, s1.acc: 95.7631, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1036, s2.loss_cls: 0.0289, s2.acc: 95.5773, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0493, loss: 0.9383 2024-04-05 17:31:25,628 - mmdet - INFO - Epoch [35][3450/7330] lr: 4.612e-08, eta: 4:42:09, time: 1.526, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1180, s0.acc: 95.6270, s0.loss_bbox: 0.1941, s0.loss_mask: 0.2000, s1.loss_cls: 0.0542, s1.acc: 95.9267, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1023, s2.loss_cls: 0.0278, s2.acc: 95.7321, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0486, loss: 0.9188 2024-04-05 17:32:40,511 - mmdet - INFO - Epoch [35][3500/7330] lr: 4.612e-08, eta: 4:40:53, time: 1.498, data_time: 0.044, memory: 29881, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1115, s0.acc: 95.8901, s0.loss_bbox: 0.1863, s0.loss_mask: 0.2010, s1.loss_cls: 0.0512, s1.acc: 96.1948, s1.loss_bbox: 0.0904, s1.loss_mask: 0.1026, s2.loss_cls: 0.0257, s2.acc: 96.1316, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0492, loss: 0.8933 2024-04-05 17:33:54,406 - mmdet - INFO - Epoch [35][3550/7330] lr: 4.612e-08, eta: 4:39:37, time: 1.478, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1211, s0.acc: 95.5686, s0.loss_bbox: 0.2009, s0.loss_mask: 0.2002, s1.loss_cls: 0.0564, s1.acc: 95.7573, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1012, s2.loss_cls: 0.0285, s2.acc: 95.6502, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0479, loss: 0.9349 2024-04-05 17:35:07,046 - mmdet - INFO - Epoch [35][3600/7330] lr: 4.612e-08, eta: 4:38:22, time: 1.453, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1205, s0.acc: 95.5767, s0.loss_bbox: 0.2028, s0.loss_mask: 0.2051, s1.loss_cls: 0.0548, s1.acc: 95.8849, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1035, s2.loss_cls: 0.0278, s2.acc: 95.7427, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0493, loss: 0.9435 2024-04-05 17:36:18,353 - mmdet - INFO - Epoch [35][3650/7330] lr: 4.612e-08, eta: 4:37:06, time: 1.426, data_time: 0.045, memory: 29881, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1168, s0.acc: 95.7048, s0.loss_bbox: 0.1935, s0.loss_mask: 0.2030, s1.loss_cls: 0.0543, s1.acc: 95.9483, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1032, s2.loss_cls: 0.0268, s2.acc: 95.9225, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0492, loss: 0.9169 2024-04-05 17:37:32,828 - mmdet - INFO - Epoch [35][3700/7330] lr: 4.612e-08, eta: 4:35:51, time: 1.490, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1195, s0.acc: 95.6599, s0.loss_bbox: 0.1980, s0.loss_mask: 0.2005, s1.loss_cls: 0.0551, s1.acc: 95.9069, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1016, s2.loss_cls: 0.0281, s2.acc: 95.6757, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0484, loss: 0.9253 2024-04-05 17:38:46,910 - mmdet - INFO - Epoch [35][3750/7330] lr: 4.612e-08, eta: 4:34:35, time: 1.482, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1131, s0.acc: 95.8279, s0.loss_bbox: 0.1859, s0.loss_mask: 0.2013, s1.loss_cls: 0.0522, s1.acc: 96.0699, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1015, s2.loss_cls: 0.0266, s2.acc: 95.8687, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0483, loss: 0.8946 2024-04-05 17:40:00,858 - mmdet - INFO - Epoch [35][3800/7330] lr: 4.612e-08, eta: 4:33:19, time: 1.479, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1281, s0.acc: 95.3213, s0.loss_bbox: 0.2063, s0.loss_mask: 0.2088, s1.loss_cls: 0.0594, s1.acc: 95.5802, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1048, s2.loss_cls: 0.0298, s2.acc: 95.4761, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0499, loss: 0.9699 2024-04-05 17:41:11,411 - mmdet - INFO - Epoch [35][3850/7330] lr: 4.612e-08, eta: 4:32:04, time: 1.411, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1190, s0.acc: 95.6338, s0.loss_bbox: 0.1955, s0.loss_mask: 0.2004, s1.loss_cls: 0.0547, s1.acc: 95.8727, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1024, s2.loss_cls: 0.0277, s2.acc: 95.7341, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0490, loss: 0.9221 2024-04-05 17:42:27,211 - mmdet - INFO - Epoch [35][3900/7330] lr: 4.612e-08, eta: 4:30:48, time: 1.516, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1218, s0.acc: 95.4863, s0.loss_bbox: 0.2006, s0.loss_mask: 0.2042, s1.loss_cls: 0.0552, s1.acc: 95.8745, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1035, s2.loss_cls: 0.0282, s2.acc: 95.6310, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0489, loss: 0.9381 2024-04-05 17:43:40,222 - mmdet - INFO - Epoch [35][3950/7330] lr: 4.612e-08, eta: 4:29:33, time: 1.460, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1217, s0.acc: 95.5981, s0.loss_bbox: 0.1945, s0.loss_mask: 0.1984, s1.loss_cls: 0.0568, s1.acc: 95.8309, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1004, s2.loss_cls: 0.0284, s2.acc: 95.6984, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0479, loss: 0.9187 2024-04-05 17:44:52,981 - mmdet - INFO - Epoch [35][4000/7330] lr: 4.612e-08, eta: 4:28:17, time: 1.455, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1239, s0.acc: 95.4116, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2064, s1.loss_cls: 0.0568, s1.acc: 95.7854, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1040, s2.loss_cls: 0.0291, s2.acc: 95.4821, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0494, loss: 0.9566 2024-04-05 17:46:06,295 - mmdet - INFO - Epoch [35][4050/7330] lr: 4.612e-08, eta: 4:27:01, time: 1.466, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1225, s0.acc: 95.5115, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2088, s1.loss_cls: 0.0574, s1.acc: 95.7315, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1054, s2.loss_cls: 0.0286, s2.acc: 95.6646, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0497, loss: 0.9562 2024-04-05 17:47:21,200 - mmdet - INFO - Epoch [35][4100/7330] lr: 4.612e-08, eta: 4:25:46, time: 1.498, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1202, s0.acc: 95.5266, s0.loss_bbox: 0.2010, s0.loss_mask: 0.2078, s1.loss_cls: 0.0558, s1.acc: 95.7355, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1047, s2.loss_cls: 0.0282, s2.acc: 95.6644, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0497, loss: 0.9444 2024-04-05 17:48:36,992 - mmdet - INFO - Epoch [35][4150/7330] lr: 4.612e-08, eta: 4:24:30, time: 1.516, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1229, s0.acc: 95.5239, s0.loss_bbox: 0.2003, s0.loss_mask: 0.2045, s1.loss_cls: 0.0575, s1.acc: 95.7226, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1032, s2.loss_cls: 0.0292, s2.acc: 95.4589, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0487, loss: 0.9438 2024-04-05 17:49:50,061 - mmdet - INFO - Epoch [35][4200/7330] lr: 4.612e-08, eta: 4:23:15, time: 1.461, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1153, s0.acc: 95.8499, s0.loss_bbox: 0.1865, s0.loss_mask: 0.2024, s1.loss_cls: 0.0537, s1.acc: 96.0131, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1030, s2.loss_cls: 0.0270, s2.acc: 95.8354, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0489, loss: 0.9045 2024-04-05 17:51:04,091 - mmdet - INFO - Epoch [35][4250/7330] lr: 4.612e-08, eta: 4:21:59, time: 1.481, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1164, s0.acc: 95.7556, s0.loss_bbox: 0.1935, s0.loss_mask: 0.1995, s1.loss_cls: 0.0530, s1.acc: 96.0754, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1011, s2.loss_cls: 0.0276, s2.acc: 95.9081, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0482, loss: 0.9096 2024-04-05 17:52:17,452 - mmdet - INFO - Epoch [35][4300/7330] lr: 4.612e-08, eta: 4:20:44, time: 1.467, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1194, s0.acc: 95.6082, s0.loss_bbox: 0.1937, s0.loss_mask: 0.2050, s1.loss_cls: 0.0553, s1.acc: 95.9042, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1038, s2.loss_cls: 0.0280, s2.acc: 95.6918, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0493, loss: 0.9295 2024-04-05 17:53:31,146 - mmdet - INFO - Epoch [35][4350/7330] lr: 4.612e-08, eta: 4:19:28, time: 1.474, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1205, s0.acc: 95.5415, s0.loss_bbox: 0.1993, s0.loss_mask: 0.2051, s1.loss_cls: 0.0548, s1.acc: 95.8069, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1029, s2.loss_cls: 0.0277, s2.acc: 95.6872, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0489, loss: 0.9338 2024-04-05 17:54:45,245 - mmdet - INFO - Epoch [35][4400/7330] lr: 4.612e-08, eta: 4:18:12, time: 1.482, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1233, s0.acc: 95.4692, s0.loss_bbox: 0.1968, s0.loss_mask: 0.2055, s1.loss_cls: 0.0573, s1.acc: 95.6809, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1047, s2.loss_cls: 0.0289, s2.acc: 95.5550, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0500, loss: 0.9443 2024-04-05 17:55:57,631 - mmdet - INFO - Epoch [35][4450/7330] lr: 4.612e-08, eta: 4:16:57, time: 1.448, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1206, s0.acc: 95.5037, s0.loss_bbox: 0.1994, s0.loss_mask: 0.2054, s1.loss_cls: 0.0561, s1.acc: 95.7371, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1055, s2.loss_cls: 0.0287, s2.acc: 95.5562, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0504, loss: 0.9422 2024-04-05 17:57:09,677 - mmdet - INFO - Epoch [35][4500/7330] lr: 4.612e-08, eta: 4:15:41, time: 1.441, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1188, s0.acc: 95.6729, s0.loss_bbox: 0.1885, s0.loss_mask: 0.1977, s1.loss_cls: 0.0546, s1.acc: 95.9138, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1008, s2.loss_cls: 0.0278, s2.acc: 95.7568, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0479, loss: 0.9056 2024-04-05 17:58:22,778 - mmdet - INFO - Epoch [35][4550/7330] lr: 4.612e-08, eta: 4:14:26, time: 1.462, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1269, s0.acc: 95.3306, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2052, s1.loss_cls: 0.0589, s1.acc: 95.5733, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1040, s2.loss_cls: 0.0297, s2.acc: 95.3857, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0495, loss: 0.9706 2024-04-05 17:59:36,790 - mmdet - INFO - Epoch [35][4600/7330] lr: 4.612e-08, eta: 4:13:10, time: 1.480, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1182, s0.acc: 95.6240, s0.loss_bbox: 0.1966, s0.loss_mask: 0.2035, s1.loss_cls: 0.0552, s1.acc: 95.8496, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1027, s2.loss_cls: 0.0282, s2.acc: 95.6472, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0489, loss: 0.9288 2024-04-05 18:00:49,844 - mmdet - INFO - Epoch [35][4650/7330] lr: 4.612e-08, eta: 4:11:54, time: 1.461, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1263, s0.acc: 95.3269, s0.loss_bbox: 0.2008, s0.loss_mask: 0.2012, s1.loss_cls: 0.0585, s1.acc: 95.6177, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1022, s2.loss_cls: 0.0297, s2.acc: 95.3892, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0487, loss: 0.9454 2024-04-05 18:02:06,134 - mmdet - INFO - Epoch [35][4700/7330] lr: 4.612e-08, eta: 4:10:39, time: 1.526, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1124, s0.acc: 95.8455, s0.loss_bbox: 0.1913, s0.loss_mask: 0.1996, s1.loss_cls: 0.0517, s1.acc: 96.1462, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1018, s2.loss_cls: 0.0259, s2.acc: 95.9872, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0486, loss: 0.9005 2024-04-05 18:03:20,245 - mmdet - INFO - Epoch [35][4750/7330] lr: 4.612e-08, eta: 4:09:23, time: 1.482, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1174, s0.acc: 95.6699, s0.loss_bbox: 0.1966, s0.loss_mask: 0.1997, s1.loss_cls: 0.0539, s1.acc: 96.0061, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1005, s2.loss_cls: 0.0273, s2.acc: 95.8772, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0480, loss: 0.9215 2024-04-05 18:04:32,178 - mmdet - INFO - Epoch [35][4800/7330] lr: 4.612e-08, eta: 4:08:08, time: 1.439, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1182, s0.acc: 95.6736, s0.loss_bbox: 0.1935, s0.loss_mask: 0.1996, s1.loss_cls: 0.0540, s1.acc: 95.9972, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1020, s2.loss_cls: 0.0276, s2.acc: 95.8189, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0488, loss: 0.9155 2024-04-05 18:05:44,060 - mmdet - INFO - Epoch [35][4850/7330] lr: 4.612e-08, eta: 4:06:52, time: 1.438, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1179, s0.acc: 95.7080, s0.loss_bbox: 0.1927, s0.loss_mask: 0.2022, s1.loss_cls: 0.0538, s1.acc: 95.9919, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1034, s2.loss_cls: 0.0274, s2.acc: 95.7693, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0494, loss: 0.9193 2024-04-05 18:06:59,129 - mmdet - INFO - Epoch [35][4900/7330] lr: 4.612e-08, eta: 4:05:37, time: 1.501, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1173, s0.acc: 95.6445, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2012, s1.loss_cls: 0.0541, s1.acc: 95.8952, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1019, s2.loss_cls: 0.0277, s2.acc: 95.7093, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0484, loss: 0.9219 2024-04-05 18:08:17,728 - mmdet - INFO - Epoch [35][4950/7330] lr: 4.612e-08, eta: 4:04:21, time: 1.572, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1201, s0.acc: 95.6062, s0.loss_bbox: 0.1942, s0.loss_mask: 0.2050, s1.loss_cls: 0.0554, s1.acc: 95.8229, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1035, s2.loss_cls: 0.0275, s2.acc: 95.7186, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0494, loss: 0.9278 2024-04-05 18:09:31,862 - mmdet - INFO - Epoch [35][5000/7330] lr: 4.612e-08, eta: 4:03:06, time: 1.483, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1179, s0.acc: 95.5874, s0.loss_bbox: 0.1928, s0.loss_mask: 0.2050, s1.loss_cls: 0.0536, s1.acc: 95.8799, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1034, s2.loss_cls: 0.0273, s2.acc: 95.7473, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0493, loss: 0.9185 2024-04-05 18:10:49,654 - mmdet - INFO - Epoch [35][5050/7330] lr: 4.612e-08, eta: 4:01:50, time: 1.555, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1205, s0.acc: 95.5496, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2071, s1.loss_cls: 0.0560, s1.acc: 95.6946, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1042, s2.loss_cls: 0.0282, s2.acc: 95.5150, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0496, loss: 0.9451 2024-04-05 18:12:06,313 - mmdet - INFO - Epoch [35][5100/7330] lr: 4.612e-08, eta: 4:00:35, time: 1.533, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1254, s0.acc: 95.3694, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2070, s1.loss_cls: 0.0586, s1.acc: 95.6419, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1049, s2.loss_cls: 0.0289, s2.acc: 95.5541, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0500, loss: 0.9538 2024-04-05 18:13:19,511 - mmdet - INFO - Epoch [35][5150/7330] lr: 4.612e-08, eta: 3:59:19, time: 1.464, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1203, s0.acc: 95.5347, s0.loss_bbox: 0.2007, s0.loss_mask: 0.2028, s1.loss_cls: 0.0553, s1.acc: 95.8641, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1024, s2.loss_cls: 0.0278, s2.acc: 95.7787, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0488, loss: 0.9364 2024-04-05 18:14:35,528 - mmdet - INFO - Epoch [35][5200/7330] lr: 4.612e-08, eta: 3:58:04, time: 1.520, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1188, s0.acc: 95.7124, s0.loss_bbox: 0.1916, s0.loss_mask: 0.2022, s1.loss_cls: 0.0537, s1.acc: 95.9935, s1.loss_bbox: 0.0912, s1.loss_mask: 0.1016, s2.loss_cls: 0.0272, s2.acc: 95.8593, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0484, loss: 0.9136 2024-04-05 18:15:54,345 - mmdet - INFO - Epoch [35][5250/7330] lr: 4.612e-08, eta: 3:56:48, time: 1.576, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1224, s0.acc: 95.4824, s0.loss_bbox: 0.1975, s0.loss_mask: 0.2035, s1.loss_cls: 0.0567, s1.acc: 95.7125, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1024, s2.loss_cls: 0.0286, s2.acc: 95.5798, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0487, loss: 0.9334 2024-04-05 18:17:11,753 - mmdet - INFO - Epoch [35][5300/7330] lr: 4.612e-08, eta: 3:55:33, time: 1.548, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1197, s0.acc: 95.6040, s0.loss_bbox: 0.1980, s0.loss_mask: 0.2061, s1.loss_cls: 0.0550, s1.acc: 95.8441, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1046, s2.loss_cls: 0.0280, s2.acc: 95.6442, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0493, loss: 0.9373 2024-04-05 18:18:28,315 - mmdet - INFO - Epoch [35][5350/7330] lr: 4.612e-08, eta: 3:54:18, time: 1.531, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1207, s0.acc: 95.5498, s0.loss_bbox: 0.1991, s0.loss_mask: 0.2043, s1.loss_cls: 0.0549, s1.acc: 95.9373, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1027, s2.loss_cls: 0.0275, s2.acc: 95.8611, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0487, loss: 0.9344 2024-04-05 18:19:44,369 - mmdet - INFO - Epoch [35][5400/7330] lr: 4.612e-08, eta: 3:53:02, time: 1.521, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1184, s0.acc: 95.6443, s0.loss_bbox: 0.1912, s0.loss_mask: 0.2092, s1.loss_cls: 0.0547, s1.acc: 95.9250, s1.loss_bbox: 0.0909, s1.loss_mask: 0.1049, s2.loss_cls: 0.0278, s2.acc: 95.8290, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0495, loss: 0.9230 2024-04-05 18:21:02,503 - mmdet - INFO - Epoch [35][5450/7330] lr: 4.612e-08, eta: 3:51:47, time: 1.563, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1253, s0.acc: 95.3789, s0.loss_bbox: 0.2025, s0.loss_mask: 0.2038, s1.loss_cls: 0.0580, s1.acc: 95.5972, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1033, s2.loss_cls: 0.0294, s2.acc: 95.4644, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0492, loss: 0.9495 2024-04-05 18:22:17,553 - mmdet - INFO - Epoch [35][5500/7330] lr: 4.612e-08, eta: 3:50:31, time: 1.501, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1187, s0.acc: 95.6760, s0.loss_bbox: 0.1945, s0.loss_mask: 0.2009, s1.loss_cls: 0.0549, s1.acc: 95.9469, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1014, s2.loss_cls: 0.0276, s2.acc: 95.8085, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0484, loss: 0.9189 2024-04-05 18:23:34,927 - mmdet - INFO - Epoch [35][5550/7330] lr: 4.612e-08, eta: 3:49:16, time: 1.547, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1201, s0.acc: 95.6189, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2055, s1.loss_cls: 0.0553, s1.acc: 95.8789, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1044, s2.loss_cls: 0.0278, s2.acc: 95.8077, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0497, loss: 0.9348 2024-04-05 18:24:49,683 - mmdet - INFO - Epoch [35][5600/7330] lr: 4.612e-08, eta: 3:48:00, time: 1.496, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1262, s0.acc: 95.3716, s0.loss_bbox: 0.2040, s0.loss_mask: 0.2097, s1.loss_cls: 0.0589, s1.acc: 95.6039, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1042, s2.loss_cls: 0.0297, s2.acc: 95.5005, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0492, loss: 0.9635 2024-04-05 18:26:07,867 - mmdet - INFO - Epoch [35][5650/7330] lr: 4.612e-08, eta: 3:46:45, time: 1.564, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1202, s0.acc: 95.5894, s0.loss_bbox: 0.1976, s0.loss_mask: 0.2065, s1.loss_cls: 0.0550, s1.acc: 95.9074, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1041, s2.loss_cls: 0.0277, s2.acc: 95.7787, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0495, loss: 0.9351 2024-04-05 18:27:24,324 - mmdet - INFO - Epoch [35][5700/7330] lr: 4.612e-08, eta: 3:45:29, time: 1.529, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1204, s0.acc: 95.5286, s0.loss_bbox: 0.1962, s0.loss_mask: 0.2001, s1.loss_cls: 0.0553, s1.acc: 95.8318, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1013, s2.loss_cls: 0.0278, s2.acc: 95.7275, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0484, loss: 0.9241 2024-04-05 18:28:41,520 - mmdet - INFO - Epoch [35][5750/7330] lr: 4.612e-08, eta: 3:44:14, time: 1.544, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1264, s0.acc: 95.3682, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2057, s1.loss_cls: 0.0586, s1.acc: 95.5350, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1042, s2.loss_cls: 0.0296, s2.acc: 95.3408, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0494, loss: 0.9655 2024-04-05 18:29:56,254 - mmdet - INFO - Epoch [35][5800/7330] lr: 4.612e-08, eta: 3:42:58, time: 1.495, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1185, s0.acc: 95.6560, s0.loss_bbox: 0.1989, s0.loss_mask: 0.2034, s1.loss_cls: 0.0548, s1.acc: 95.8934, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1021, s2.loss_cls: 0.0277, s2.acc: 95.7251, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0484, loss: 0.9257 2024-04-05 18:31:14,494 - mmdet - INFO - Epoch [35][5850/7330] lr: 4.612e-08, eta: 3:41:43, time: 1.565, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1265, s0.acc: 95.2979, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2047, s1.loss_cls: 0.0599, s1.acc: 95.4460, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1040, s2.loss_cls: 0.0303, s2.acc: 95.4258, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0491, loss: 0.9634 2024-04-05 18:32:29,243 - mmdet - INFO - Epoch [35][5900/7330] lr: 4.612e-08, eta: 3:40:27, time: 1.495, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1181, s0.acc: 95.6353, s0.loss_bbox: 0.1946, s0.loss_mask: 0.2009, s1.loss_cls: 0.0547, s1.acc: 95.9172, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1016, s2.loss_cls: 0.0276, s2.acc: 95.6600, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0480, loss: 0.9190 2024-04-05 18:33:44,614 - mmdet - INFO - Epoch [35][5950/7330] lr: 4.612e-08, eta: 3:39:12, time: 1.508, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1144, s0.acc: 95.7380, s0.loss_bbox: 0.1942, s0.loss_mask: 0.2018, s1.loss_cls: 0.0538, s1.acc: 95.9054, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1018, s2.loss_cls: 0.0276, s2.acc: 95.6706, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0485, loss: 0.9170 2024-04-05 18:34:59,974 - mmdet - INFO - Epoch [35][6000/7330] lr: 4.612e-08, eta: 3:37:56, time: 1.507, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1219, s0.acc: 95.5227, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2043, s1.loss_cls: 0.0558, s1.acc: 95.7589, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1029, s2.loss_cls: 0.0286, s2.acc: 95.5288, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0490, loss: 0.9425 2024-04-05 18:36:17,587 - mmdet - INFO - Epoch [35][6050/7330] lr: 4.612e-08, eta: 3:36:41, time: 1.552, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1237, s0.acc: 95.4336, s0.loss_bbox: 0.2017, s0.loss_mask: 0.2008, s1.loss_cls: 0.0571, s1.acc: 95.7102, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1028, s2.loss_cls: 0.0284, s2.acc: 95.5544, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0490, loss: 0.9417 2024-04-05 18:37:31,610 - mmdet - INFO - Epoch [35][6100/7330] lr: 4.612e-08, eta: 3:35:25, time: 1.480, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1201, s0.acc: 95.5405, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2091, s1.loss_cls: 0.0562, s1.acc: 95.7659, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1055, s2.loss_cls: 0.0288, s2.acc: 95.5664, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0504, loss: 0.9463 2024-04-05 18:38:48,446 - mmdet - INFO - Epoch [35][6150/7330] lr: 4.612e-08, eta: 3:34:10, time: 1.537, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1157, s0.acc: 95.7510, s0.loss_bbox: 0.1934, s0.loss_mask: 0.2019, s1.loss_cls: 0.0533, s1.acc: 96.0207, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1021, s2.loss_cls: 0.0267, s2.acc: 95.9176, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0486, loss: 0.9135 2024-04-05 18:40:05,826 - mmdet - INFO - Epoch [35][6200/7330] lr: 4.612e-08, eta: 3:32:55, time: 1.548, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1199, s0.acc: 95.5002, s0.loss_bbox: 0.1978, s0.loss_mask: 0.2025, s1.loss_cls: 0.0556, s1.acc: 95.7627, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1025, s2.loss_cls: 0.0279, s2.acc: 95.6252, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0488, loss: 0.9304 2024-04-05 18:41:22,784 - mmdet - INFO - Epoch [35][6250/7330] lr: 4.612e-08, eta: 3:31:39, time: 1.539, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1195, s0.acc: 95.5830, s0.loss_bbox: 0.1969, s0.loss_mask: 0.2059, s1.loss_cls: 0.0564, s1.acc: 95.7730, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1040, s2.loss_cls: 0.0281, s2.acc: 95.6408, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0496, loss: 0.9316 2024-04-05 18:42:36,012 - mmdet - INFO - Epoch [35][6300/7330] lr: 4.612e-08, eta: 3:30:23, time: 1.465, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1330, s0.acc: 95.1160, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2161, s1.loss_cls: 0.0616, s1.acc: 95.3561, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1082, s2.loss_cls: 0.0310, s2.acc: 95.1931, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0513, loss: 1.0005 2024-04-05 18:43:52,164 - mmdet - INFO - Epoch [35][6350/7330] lr: 4.612e-08, eta: 3:29:08, time: 1.523, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1192, s0.acc: 95.5696, s0.loss_bbox: 0.1952, s0.loss_mask: 0.2004, s1.loss_cls: 0.0552, s1.acc: 95.8354, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1016, s2.loss_cls: 0.0275, s2.acc: 95.7685, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0483, loss: 0.9195 2024-04-05 18:45:10,114 - mmdet - INFO - Epoch [35][6400/7330] lr: 4.612e-08, eta: 3:27:53, time: 1.559, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1236, s0.acc: 95.4194, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2066, s1.loss_cls: 0.0584, s1.acc: 95.5610, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1040, s2.loss_cls: 0.0296, s2.acc: 95.4409, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0494, loss: 0.9504 2024-04-05 18:46:23,955 - mmdet - INFO - Epoch [35][6450/7330] lr: 4.612e-08, eta: 3:26:37, time: 1.477, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1138, s0.acc: 95.8643, s0.loss_bbox: 0.1873, s0.loss_mask: 0.1962, s1.loss_cls: 0.0529, s1.acc: 96.1275, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0993, s2.loss_cls: 0.0268, s2.acc: 95.9028, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0476, loss: 0.8881 2024-04-05 18:47:39,927 - mmdet - INFO - Epoch [35][6500/7330] lr: 4.612e-08, eta: 3:25:22, time: 1.519, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1254, s0.acc: 95.3752, s0.loss_bbox: 0.2015, s0.loss_mask: 0.2066, s1.loss_cls: 0.0581, s1.acc: 95.5982, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1051, s2.loss_cls: 0.0290, s2.acc: 95.5356, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0503, loss: 0.9580 2024-04-05 18:48:54,752 - mmdet - INFO - Epoch [35][6550/7330] lr: 4.612e-08, eta: 3:24:06, time: 1.497, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1187, s0.acc: 95.6499, s0.loss_bbox: 0.1984, s0.loss_mask: 0.2048, s1.loss_cls: 0.0543, s1.acc: 95.9620, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1047, s2.loss_cls: 0.0276, s2.acc: 95.8470, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0499, loss: 0.9342 2024-04-05 18:50:10,121 - mmdet - INFO - Epoch [35][6600/7330] lr: 4.612e-08, eta: 3:22:50, time: 1.507, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1247, s0.acc: 95.4351, s0.loss_bbox: 0.2023, s0.loss_mask: 0.1994, s1.loss_cls: 0.0577, s1.acc: 95.6937, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1016, s2.loss_cls: 0.0292, s2.acc: 95.5280, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0485, loss: 0.9443 2024-04-05 18:51:23,134 - mmdet - INFO - Epoch [35][6650/7330] lr: 4.612e-08, eta: 3:21:35, time: 1.460, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1170, s0.acc: 95.7581, s0.loss_bbox: 0.1937, s0.loss_mask: 0.2036, s1.loss_cls: 0.0536, s1.acc: 96.0081, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1027, s2.loss_cls: 0.0271, s2.acc: 95.8505, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0490, loss: 0.9197 2024-04-05 18:52:37,881 - mmdet - INFO - Epoch [35][6700/7330] lr: 4.612e-08, eta: 3:20:19, time: 1.495, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1288, s0.acc: 95.2676, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2069, s1.loss_cls: 0.0594, s1.acc: 95.5449, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1047, s2.loss_cls: 0.0296, s2.acc: 95.4857, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0497, loss: 0.9652 2024-04-05 18:53:57,420 - mmdet - INFO - Epoch [35][6750/7330] lr: 4.612e-08, eta: 3:19:04, time: 1.591, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1251, s0.acc: 95.3398, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2079, s1.loss_cls: 0.0574, s1.acc: 95.6608, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1037, s2.loss_cls: 0.0296, s2.acc: 95.3300, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0493, loss: 0.9585 2024-04-05 18:55:13,021 - mmdet - INFO - Epoch [35][6800/7330] lr: 4.612e-08, eta: 3:17:49, time: 1.512, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1173, s0.acc: 95.6152, s0.loss_bbox: 0.1948, s0.loss_mask: 0.2056, s1.loss_cls: 0.0539, s1.acc: 95.9458, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1033, s2.loss_cls: 0.0273, s2.acc: 95.8246, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0489, loss: 0.9219 2024-04-05 18:56:28,549 - mmdet - INFO - Epoch [35][6850/7330] lr: 4.612e-08, eta: 3:16:33, time: 1.511, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1137, s0.acc: 95.8418, s0.loss_bbox: 0.1886, s0.loss_mask: 0.2029, s1.loss_cls: 0.0525, s1.acc: 96.0903, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1032, s2.loss_cls: 0.0263, s2.acc: 96.0379, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0493, loss: 0.9064 2024-04-05 18:57:46,013 - mmdet - INFO - Epoch [35][6900/7330] lr: 4.612e-08, eta: 3:15:18, time: 1.549, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1159, s0.acc: 95.7405, s0.loss_bbox: 0.1964, s0.loss_mask: 0.2022, s1.loss_cls: 0.0543, s1.acc: 95.9480, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1021, s2.loss_cls: 0.0275, s2.acc: 95.7664, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0484, loss: 0.9206 2024-04-05 18:59:01,138 - mmdet - INFO - Epoch [35][6950/7330] lr: 4.612e-08, eta: 3:14:02, time: 1.503, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1178, s0.acc: 95.6753, s0.loss_bbox: 0.1930, s0.loss_mask: 0.2090, s1.loss_cls: 0.0558, s1.acc: 95.7734, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1043, s2.loss_cls: 0.0280, s2.acc: 95.6714, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0494, loss: 0.9288 2024-04-05 19:00:13,839 - mmdet - INFO - Epoch [35][7000/7330] lr: 4.612e-08, eta: 3:12:46, time: 1.454, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1170, s0.acc: 95.8210, s0.loss_bbox: 0.1909, s0.loss_mask: 0.2049, s1.loss_cls: 0.0539, s1.acc: 96.0637, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1034, s2.loss_cls: 0.0274, s2.acc: 95.9339, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0489, loss: 0.9149 2024-04-05 19:01:30,891 - mmdet - INFO - Epoch [35][7050/7330] lr: 4.612e-08, eta: 3:11:31, time: 1.541, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1244, s0.acc: 95.3833, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2094, s1.loss_cls: 0.0577, s1.acc: 95.5266, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1047, s2.loss_cls: 0.0293, s2.acc: 95.3090, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0493, loss: 0.9639 2024-04-05 19:02:43,745 - mmdet - INFO - Epoch [35][7100/7330] lr: 4.612e-08, eta: 3:10:15, time: 1.457, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1138, s0.acc: 95.7688, s0.loss_bbox: 0.1894, s0.loss_mask: 0.1980, s1.loss_cls: 0.0528, s1.acc: 96.0039, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1012, s2.loss_cls: 0.0271, s2.acc: 95.7839, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0486, loss: 0.8980 2024-04-05 19:04:00,330 - mmdet - INFO - Epoch [35][7150/7330] lr: 4.612e-08, eta: 3:09:00, time: 1.532, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1176, s0.acc: 95.6331, s0.loss_bbox: 0.1955, s0.loss_mask: 0.2015, s1.loss_cls: 0.0545, s1.acc: 95.7838, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1015, s2.loss_cls: 0.0273, s2.acc: 95.7074, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0485, loss: 0.9172 2024-04-05 19:05:17,379 - mmdet - INFO - Epoch [35][7200/7330] lr: 4.612e-08, eta: 3:07:44, time: 1.541, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1224, s0.acc: 95.5581, s0.loss_bbox: 0.1978, s0.loss_mask: 0.1998, s1.loss_cls: 0.0559, s1.acc: 95.8955, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1009, s2.loss_cls: 0.0278, s2.acc: 95.8154, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0480, loss: 0.9267 2024-04-05 19:06:31,164 - mmdet - INFO - Epoch [35][7250/7330] lr: 4.612e-08, eta: 3:06:29, time: 1.476, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1161, s0.acc: 95.7800, s0.loss_bbox: 0.1906, s0.loss_mask: 0.2039, s1.loss_cls: 0.0537, s1.acc: 96.0872, s1.loss_bbox: 0.0925, s1.loss_mask: 0.1032, s2.loss_cls: 0.0271, s2.acc: 95.8521, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0491, loss: 0.9119 2024-04-05 19:07:49,526 - mmdet - INFO - Epoch [35][7300/7330] lr: 4.612e-08, eta: 3:05:14, time: 1.567, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1239, s0.acc: 95.4453, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2050, s1.loss_cls: 0.0568, s1.acc: 95.7187, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1045, s2.loss_cls: 0.0291, s2.acc: 95.4586, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0499, loss: 0.9609 2024-04-05 19:08:34,421 - mmdet - INFO - Saving checkpoint at 35 epochs 2024-04-05 19:16:11,053 - mmdet - INFO - Evaluating bbox... 2024-04-05 19:16:50,377 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.528 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.715 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.572 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 ] = 0.567 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.674 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.649 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.649 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.649 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.471 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.684 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.785 2024-04-05 19:16:50,377 - mmdet - INFO - Evaluating segm... 2024-04-05 19:17:30,167 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.459 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.691 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.499 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.259 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.491 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 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.392 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.604 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.724 2024-04-05 19:17:30,698 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 19:17:30,699 - mmdet - INFO - Epoch(val) [35][1250] bbox_mAP: 0.5280, bbox_mAP_50: 0.7150, bbox_mAP_75: 0.5720, bbox_mAP_s: 0.3480, bbox_mAP_m: 0.5670, bbox_mAP_l: 0.6740, bbox_mAP_copypaste: 0.528 0.715 0.572 0.348 0.567 0.674, segm_mAP: 0.4590, segm_mAP_50: 0.6910, segm_mAP_75: 0.4990, segm_mAP_s: 0.2590, segm_mAP_m: 0.4910, segm_mAP_l: 0.6410, segm_mAP_copypaste: 0.459 0.691 0.499 0.259 0.491 0.641 2024-04-05 19:18:48,504 - mmdet - INFO - Epoch [36][50/7330] lr: 4.612e-08, eta: 3:03:12, time: 1.556, data_time: 0.106, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1232, s0.acc: 95.4836, s0.loss_bbox: 0.2014, s0.loss_mask: 0.2048, s1.loss_cls: 0.0582, s1.acc: 95.6941, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1043, s2.loss_cls: 0.0292, s2.acc: 95.5005, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0497, loss: 0.9491 2024-04-05 19:20:02,561 - mmdet - INFO - Epoch [36][100/7330] lr: 4.612e-08, eta: 3:01:56, time: 1.481, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1233, s0.acc: 95.5085, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2047, s1.loss_cls: 0.0569, s1.acc: 95.7612, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1033, s2.loss_cls: 0.0292, s2.acc: 95.5694, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0491, loss: 0.9564 2024-04-05 19:21:16,048 - mmdet - INFO - Epoch [36][150/7330] lr: 4.612e-08, eta: 3:00:40, time: 1.470, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1183, s0.acc: 95.6433, s0.loss_bbox: 0.1982, s0.loss_mask: 0.2093, s1.loss_cls: 0.0536, s1.acc: 95.9643, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1065, s2.loss_cls: 0.0271, s2.acc: 95.7929, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0508, loss: 0.9380 2024-04-05 19:22:30,212 - mmdet - INFO - Epoch [36][200/7330] lr: 4.612e-08, eta: 2:59:25, time: 1.483, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1164, s0.acc: 95.6736, s0.loss_bbox: 0.1946, s0.loss_mask: 0.2010, s1.loss_cls: 0.0541, s1.acc: 95.9631, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1013, s2.loss_cls: 0.0275, s2.acc: 95.8106, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0482, loss: 0.9186 2024-04-05 19:23:45,766 - mmdet - INFO - Epoch [36][250/7330] lr: 4.612e-08, eta: 2:58:09, time: 1.511, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1161, s0.acc: 95.5781, s0.loss_bbox: 0.1937, s0.loss_mask: 0.2005, s1.loss_cls: 0.0542, s1.acc: 95.8120, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1022, s2.loss_cls: 0.0272, s2.acc: 95.7809, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0486, loss: 0.9162 2024-04-05 19:25:00,679 - mmdet - INFO - Epoch [36][300/7330] lr: 4.612e-08, eta: 2:56:54, time: 1.498, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1235, s0.acc: 95.5081, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2086, s1.loss_cls: 0.0573, s1.acc: 95.6981, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1051, s2.loss_cls: 0.0286, s2.acc: 95.6010, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0497, loss: 0.9559 2024-04-05 19:26:16,935 - mmdet - INFO - Epoch [36][350/7330] lr: 4.612e-08, eta: 2:55:38, time: 1.525, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1158, s0.acc: 95.7095, s0.loss_bbox: 0.1933, s0.loss_mask: 0.2054, s1.loss_cls: 0.0536, s1.acc: 95.9954, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1040, s2.loss_cls: 0.0273, s2.acc: 95.8698, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0493, loss: 0.9187 2024-04-05 19:27:33,810 - mmdet - INFO - Epoch [36][400/7330] lr: 4.612e-08, eta: 2:54:23, time: 1.537, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1186, s0.acc: 95.5798, s0.loss_bbox: 0.1958, s0.loss_mask: 0.1996, s1.loss_cls: 0.0554, s1.acc: 95.7834, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1008, s2.loss_cls: 0.0281, s2.acc: 95.6071, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0480, loss: 0.9191 2024-04-05 19:28:50,093 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 19:28:50,093 - mmdet - INFO - Epoch [36][450/7330] lr: 4.612e-08, eta: 2:53:07, time: 1.526, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1175, s0.acc: 95.6821, s0.loss_bbox: 0.1971, s0.loss_mask: 0.2043, s1.loss_cls: 0.0543, s1.acc: 95.9317, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1037, s2.loss_cls: 0.0274, s2.acc: 95.8159, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0492, loss: 0.9292 2024-04-05 19:30:04,303 - mmdet - INFO - Epoch [36][500/7330] lr: 4.612e-08, eta: 2:51:52, time: 1.484, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1149, s0.acc: 95.7671, s0.loss_bbox: 0.1960, s0.loss_mask: 0.1985, s1.loss_cls: 0.0533, s1.acc: 96.0173, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0998, s2.loss_cls: 0.0273, s2.acc: 95.8262, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0472, loss: 0.9084 2024-04-05 19:31:17,143 - mmdet - INFO - Epoch [36][550/7330] lr: 4.612e-08, eta: 2:50:36, time: 1.457, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1228, s0.acc: 95.4473, s0.loss_bbox: 0.2001, s0.loss_mask: 0.2048, s1.loss_cls: 0.0568, s1.acc: 95.7713, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1045, s2.loss_cls: 0.0282, s2.acc: 95.6788, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0496, loss: 0.9443 2024-04-05 19:32:30,767 - mmdet - INFO - Epoch [36][600/7330] lr: 4.612e-08, eta: 2:49:21, time: 1.472, data_time: 0.061, memory: 29881, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1253, s0.acc: 95.4070, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2092, s1.loss_cls: 0.0583, s1.acc: 95.6192, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1061, s2.loss_cls: 0.0300, s2.acc: 95.4143, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0501, loss: 0.9725 2024-04-05 19:33:43,979 - mmdet - INFO - Epoch [36][650/7330] lr: 4.612e-08, eta: 2:48:05, time: 1.464, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1238, s0.acc: 95.3523, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2096, s1.loss_cls: 0.0566, s1.acc: 95.6791, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1057, s2.loss_cls: 0.0285, s2.acc: 95.5112, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0504, loss: 0.9651 2024-04-05 19:34:59,362 - mmdet - INFO - Epoch [36][700/7330] lr: 4.612e-08, eta: 2:46:50, time: 1.508, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1208, s0.acc: 95.5544, s0.loss_bbox: 0.1896, s0.loss_mask: 0.2005, s1.loss_cls: 0.0562, s1.acc: 95.7667, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1013, s2.loss_cls: 0.0284, s2.acc: 95.7177, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0480, loss: 0.9114 2024-04-05 19:36:18,580 - mmdet - INFO - Epoch [36][750/7330] lr: 4.612e-08, eta: 2:45:34, time: 1.584, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1139, s0.acc: 95.8191, s0.loss_bbox: 0.1892, s0.loss_mask: 0.2026, s1.loss_cls: 0.0524, s1.acc: 96.0756, s1.loss_bbox: 0.0920, s1.loss_mask: 0.1038, s2.loss_cls: 0.0261, s2.acc: 95.9325, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0496, loss: 0.9068 2024-04-05 19:37:36,616 - mmdet - INFO - Epoch [36][800/7330] lr: 4.612e-08, eta: 2:44:19, time: 1.561, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1229, s0.acc: 95.5151, s0.loss_bbox: 0.2011, s0.loss_mask: 0.2071, s1.loss_cls: 0.0566, s1.acc: 95.7608, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1035, s2.loss_cls: 0.0285, s2.acc: 95.6024, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0491, loss: 0.9456 2024-04-05 19:38:51,801 - mmdet - INFO - Epoch [36][850/7330] lr: 4.612e-08, eta: 2:43:03, time: 1.504, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1179, s0.acc: 95.6267, s0.loss_bbox: 0.1933, s0.loss_mask: 0.2010, s1.loss_cls: 0.0543, s1.acc: 95.9766, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1009, s2.loss_cls: 0.0280, s2.acc: 95.7995, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0480, loss: 0.9160 2024-04-05 19:40:09,344 - mmdet - INFO - Epoch [36][900/7330] lr: 4.612e-08, eta: 2:41:48, time: 1.551, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1191, s0.acc: 95.6096, s0.loss_bbox: 0.1928, s0.loss_mask: 0.2039, s1.loss_cls: 0.0553, s1.acc: 95.8325, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1032, s2.loss_cls: 0.0279, s2.acc: 95.6671, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0490, loss: 0.9234 2024-04-05 19:41:26,374 - mmdet - INFO - Epoch [36][950/7330] lr: 4.612e-08, eta: 2:40:33, time: 1.541, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1225, s0.acc: 95.5732, s0.loss_bbox: 0.2004, s0.loss_mask: 0.2043, s1.loss_cls: 0.0565, s1.acc: 95.8358, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1030, s2.loss_cls: 0.0284, s2.acc: 95.6958, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0492, loss: 0.9423 2024-04-05 19:42:40,164 - mmdet - INFO - Epoch [36][1000/7330] lr: 4.612e-08, eta: 2:39:17, time: 1.475, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1277, s0.acc: 95.2993, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2085, s1.loss_cls: 0.0580, s1.acc: 95.6478, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1049, s2.loss_cls: 0.0292, s2.acc: 95.4969, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0498, loss: 0.9648 2024-04-05 19:43:59,746 - mmdet - INFO - Epoch [36][1050/7330] lr: 4.612e-08, eta: 2:38:02, time: 1.592, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1226, s0.acc: 95.4148, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2042, s1.loss_cls: 0.0570, s1.acc: 95.6118, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1029, s2.loss_cls: 0.0289, s2.acc: 95.4550, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0489, loss: 0.9496 2024-04-05 19:45:17,253 - mmdet - INFO - Epoch [36][1100/7330] lr: 4.612e-08, eta: 2:36:46, time: 1.550, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1187, s0.acc: 95.5591, s0.loss_bbox: 0.1965, s0.loss_mask: 0.2031, s1.loss_cls: 0.0549, s1.acc: 95.8312, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1023, s2.loss_cls: 0.0276, s2.acc: 95.7593, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0489, loss: 0.9255 2024-04-05 19:46:36,347 - mmdet - INFO - Epoch [36][1150/7330] lr: 4.612e-08, eta: 2:35:31, time: 1.581, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1256, s0.acc: 95.4512, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2050, s1.loss_cls: 0.0580, s1.acc: 95.6875, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1035, s2.loss_cls: 0.0290, s2.acc: 95.5447, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0489, loss: 0.9614 2024-04-05 19:47:50,704 - mmdet - INFO - Epoch [36][1200/7330] lr: 4.612e-08, eta: 2:34:15, time: 1.488, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1127, s0.acc: 95.8416, s0.loss_bbox: 0.1895, s0.loss_mask: 0.2013, s1.loss_cls: 0.0526, s1.acc: 95.9510, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1019, s2.loss_cls: 0.0269, s2.acc: 95.8239, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0486, loss: 0.8994 2024-04-05 19:49:08,207 - mmdet - INFO - Epoch [36][1250/7330] lr: 4.612e-08, eta: 2:33:00, time: 1.550, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1238, s0.acc: 95.3545, s0.loss_bbox: 0.2011, s0.loss_mask: 0.2066, s1.loss_cls: 0.0569, s1.acc: 95.6414, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1037, s2.loss_cls: 0.0286, s2.acc: 95.5045, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0492, loss: 0.9471 2024-04-05 19:50:26,316 - mmdet - INFO - Epoch [36][1300/7330] lr: 4.612e-08, eta: 2:31:44, time: 1.562, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1169, s0.acc: 95.7178, s0.loss_bbox: 0.1933, s0.loss_mask: 0.1987, s1.loss_cls: 0.0536, s1.acc: 95.9768, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1011, s2.loss_cls: 0.0272, s2.acc: 95.7920, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0482, loss: 0.9112 2024-04-05 19:51:44,490 - mmdet - INFO - Epoch [36][1350/7330] lr: 4.612e-08, eta: 2:30:29, time: 1.564, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1125, s0.acc: 95.8479, s0.loss_bbox: 0.1900, s0.loss_mask: 0.1988, s1.loss_cls: 0.0513, s1.acc: 96.1386, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1017, s2.loss_cls: 0.0262, s2.acc: 95.9504, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0487, loss: 0.8956 2024-04-05 19:53:02,032 - mmdet - INFO - Epoch [36][1400/7330] lr: 4.612e-08, eta: 2:29:13, time: 1.551, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1195, s0.acc: 95.7661, s0.loss_bbox: 0.1898, s0.loss_mask: 0.1982, s1.loss_cls: 0.0550, s1.acc: 96.0054, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1005, s2.loss_cls: 0.0275, s2.acc: 95.8656, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0482, loss: 0.9075 2024-04-05 19:54:18,833 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 19:54:18,834 - mmdet - INFO - Epoch [36][1450/7330] lr: 4.612e-08, eta: 2:27:58, time: 1.536, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1240, s0.acc: 95.4338, s0.loss_bbox: 0.2049, s0.loss_mask: 0.2059, s1.loss_cls: 0.0570, s1.acc: 95.7081, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1031, s2.loss_cls: 0.0286, s2.acc: 95.5969, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0488, loss: 0.9529 2024-04-05 19:55:35,675 - mmdet - INFO - Epoch [36][1500/7330] lr: 4.612e-08, eta: 2:26:43, time: 1.537, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1155, s0.acc: 95.7031, s0.loss_bbox: 0.1958, s0.loss_mask: 0.2022, s1.loss_cls: 0.0529, s1.acc: 96.0039, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1021, s2.loss_cls: 0.0273, s2.acc: 95.7521, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0483, loss: 0.9165 2024-04-05 19:56:48,470 - mmdet - INFO - Epoch [36][1550/7330] lr: 4.612e-08, eta: 2:25:27, time: 1.456, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1171, s0.acc: 95.6738, s0.loss_bbox: 0.1937, s0.loss_mask: 0.2084, s1.loss_cls: 0.0552, s1.acc: 95.8339, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1061, s2.loss_cls: 0.0280, s2.acc: 95.6282, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0504, loss: 0.9313 2024-04-05 19:58:05,268 - mmdet - INFO - Epoch [36][1600/7330] lr: 4.612e-08, eta: 2:24:12, time: 1.535, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1226, s0.acc: 95.5303, s0.loss_bbox: 0.2011, s0.loss_mask: 0.2038, s1.loss_cls: 0.0569, s1.acc: 95.7541, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1026, s2.loss_cls: 0.0293, s2.acc: 95.5505, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0492, loss: 0.9427 2024-04-05 19:59:21,263 - mmdet - INFO - Epoch [36][1650/7330] lr: 4.612e-08, eta: 2:22:56, time: 1.520, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1206, s0.acc: 95.5308, s0.loss_bbox: 0.2017, s0.loss_mask: 0.2052, s1.loss_cls: 0.0560, s1.acc: 95.7828, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1035, s2.loss_cls: 0.0284, s2.acc: 95.6492, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0493, loss: 0.9427 2024-04-05 20:00:38,227 - mmdet - INFO - Epoch [36][1700/7330] lr: 4.612e-08, eta: 2:21:41, time: 1.539, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1257, s0.acc: 95.3804, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2019, s1.loss_cls: 0.0585, s1.acc: 95.6327, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1013, s2.loss_cls: 0.0293, s2.acc: 95.4471, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0477, loss: 0.9437 2024-04-05 20:01:51,133 - mmdet - INFO - Epoch [36][1750/7330] lr: 4.612e-08, eta: 2:20:25, time: 1.458, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1257, s0.acc: 95.4421, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2065, s1.loss_cls: 0.0577, s1.acc: 95.7457, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1045, s2.loss_cls: 0.0292, s2.acc: 95.5608, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0498, loss: 0.9613 2024-04-05 20:03:07,721 - mmdet - INFO - Epoch [36][1800/7330] lr: 4.612e-08, eta: 2:19:10, time: 1.532, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1212, s0.acc: 95.5081, s0.loss_bbox: 0.1986, s0.loss_mask: 0.2014, s1.loss_cls: 0.0555, s1.acc: 95.7560, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1029, s2.loss_cls: 0.0281, s2.acc: 95.6081, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0489, loss: 0.9358 2024-04-05 20:04:25,149 - mmdet - INFO - Epoch [36][1850/7330] lr: 4.612e-08, eta: 2:17:54, time: 1.548, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1185, s0.acc: 95.5107, s0.loss_bbox: 0.1985, s0.loss_mask: 0.2078, s1.loss_cls: 0.0551, s1.acc: 95.7506, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1051, s2.loss_cls: 0.0276, s2.acc: 95.7153, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0500, loss: 0.9384 2024-04-05 20:05:43,941 - mmdet - INFO - Epoch [36][1900/7330] lr: 4.612e-08, eta: 2:16:39, time: 1.576, data_time: 0.063, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1226, s0.acc: 95.4333, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2032, s1.loss_cls: 0.0570, s1.acc: 95.6763, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1031, s2.loss_cls: 0.0289, s2.acc: 95.4573, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0489, loss: 0.9428 2024-04-05 20:06:57,455 - mmdet - INFO - Epoch [36][1950/7330] lr: 4.612e-08, eta: 2:15:23, time: 1.470, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1179, s0.acc: 95.6809, s0.loss_bbox: 0.1977, s0.loss_mask: 0.2066, s1.loss_cls: 0.0557, s1.acc: 95.7655, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1042, s2.loss_cls: 0.0280, s2.acc: 95.6218, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0495, loss: 0.9313 2024-04-05 20:08:13,466 - mmdet - INFO - Epoch [36][2000/7330] lr: 4.612e-08, eta: 2:14:08, time: 1.520, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1143, s0.acc: 95.7754, s0.loss_bbox: 0.1925, s0.loss_mask: 0.2015, s1.loss_cls: 0.0530, s1.acc: 95.9660, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1022, s2.loss_cls: 0.0267, s2.acc: 95.7807, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0488, loss: 0.9090 2024-04-05 20:09:27,636 - mmdet - INFO - Epoch [36][2050/7330] lr: 4.612e-08, eta: 2:12:52, time: 1.483, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1199, s0.acc: 95.6511, s0.loss_bbox: 0.1920, s0.loss_mask: 0.1989, s1.loss_cls: 0.0557, s1.acc: 95.9532, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1013, s2.loss_cls: 0.0279, s2.acc: 95.7479, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0480, loss: 0.9150 2024-04-05 20:10:43,029 - mmdet - INFO - Epoch [36][2100/7330] lr: 4.612e-08, eta: 2:11:37, time: 1.508, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1228, s0.acc: 95.5310, s0.loss_bbox: 0.1976, s0.loss_mask: 0.2007, s1.loss_cls: 0.0562, s1.acc: 95.8534, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1017, s2.loss_cls: 0.0284, s2.acc: 95.6326, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0484, loss: 0.9306 2024-04-05 20:11:56,647 - mmdet - INFO - Epoch [36][2150/7330] lr: 4.612e-08, eta: 2:10:21, time: 1.472, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1201, s0.acc: 95.5217, s0.loss_bbox: 0.1986, s0.loss_mask: 0.2062, s1.loss_cls: 0.0554, s1.acc: 95.7671, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1035, s2.loss_cls: 0.0281, s2.acc: 95.5935, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0488, loss: 0.9381 2024-04-05 20:13:10,781 - mmdet - INFO - Epoch [36][2200/7330] lr: 4.612e-08, eta: 2:09:06, time: 1.483, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1190, s0.acc: 95.5557, s0.loss_bbox: 0.1992, s0.loss_mask: 0.1960, s1.loss_cls: 0.0543, s1.acc: 95.8559, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1000, s2.loss_cls: 0.0278, s2.acc: 95.7014, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0475, loss: 0.9183 2024-04-05 20:14:23,120 - mmdet - INFO - Epoch [36][2250/7330] lr: 4.612e-08, eta: 2:07:50, time: 1.447, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1177, s0.acc: 95.6311, s0.loss_bbox: 0.1964, s0.loss_mask: 0.2012, s1.loss_cls: 0.0544, s1.acc: 95.9117, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1020, s2.loss_cls: 0.0273, s2.acc: 95.7580, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0488, loss: 0.9227 2024-04-05 20:15:36,635 - mmdet - INFO - Epoch [36][2300/7330] lr: 4.612e-08, eta: 2:06:34, time: 1.470, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1185, s0.acc: 95.6404, s0.loss_bbox: 0.1947, s0.loss_mask: 0.2082, s1.loss_cls: 0.0551, s1.acc: 95.8741, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1052, s2.loss_cls: 0.0281, s2.acc: 95.6932, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0502, loss: 0.9350 2024-04-05 20:16:50,943 - mmdet - INFO - Epoch [36][2350/7330] lr: 4.612e-08, eta: 2:05:19, time: 1.486, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1252, s0.acc: 95.4365, s0.loss_bbox: 0.2013, s0.loss_mask: 0.2054, s1.loss_cls: 0.0587, s1.acc: 95.6567, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1043, s2.loss_cls: 0.0292, s2.acc: 95.5522, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0498, loss: 0.9539 2024-04-05 20:18:03,731 - mmdet - INFO - Epoch [36][2400/7330] lr: 4.612e-08, eta: 2:04:03, time: 1.456, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1150, s0.acc: 95.6763, s0.loss_bbox: 0.1882, s0.loss_mask: 0.2021, s1.loss_cls: 0.0530, s1.acc: 96.0234, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1026, s2.loss_cls: 0.0267, s2.acc: 95.9147, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0489, loss: 0.9065 2024-04-05 20:19:18,869 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 20:19:18,870 - mmdet - INFO - Epoch [36][2450/7330] lr: 4.612e-08, eta: 2:02:48, time: 1.503, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1201, s0.acc: 95.6350, s0.loss_bbox: 0.1953, s0.loss_mask: 0.2031, s1.loss_cls: 0.0550, s1.acc: 95.9753, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1025, s2.loss_cls: 0.0275, s2.acc: 95.8906, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0486, loss: 0.9245 2024-04-05 20:20:34,192 - mmdet - INFO - Epoch [36][2500/7330] lr: 4.612e-08, eta: 2:01:32, time: 1.506, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1193, s0.acc: 95.5254, s0.loss_bbox: 0.1975, s0.loss_mask: 0.2049, s1.loss_cls: 0.0554, s1.acc: 95.6708, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1034, s2.loss_cls: 0.0279, s2.acc: 95.5376, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0490, loss: 0.9313 2024-04-05 20:21:52,265 - mmdet - INFO - Epoch [36][2550/7330] lr: 4.612e-08, eta: 2:00:17, time: 1.561, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1209, s0.acc: 95.5088, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2060, s1.loss_cls: 0.0562, s1.acc: 95.7232, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1047, s2.loss_cls: 0.0285, s2.acc: 95.5642, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0498, loss: 0.9564 2024-04-05 20:23:06,738 - mmdet - INFO - Epoch [36][2600/7330] lr: 4.612e-08, eta: 1:59:01, time: 1.489, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1155, s0.acc: 95.8542, s0.loss_bbox: 0.1927, s0.loss_mask: 0.1987, s1.loss_cls: 0.0535, s1.acc: 96.0471, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1000, s2.loss_cls: 0.0270, s2.acc: 95.9885, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0478, loss: 0.9055 2024-04-05 20:24:23,929 - mmdet - INFO - Epoch [36][2650/7330] lr: 4.612e-08, eta: 1:57:46, time: 1.544, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1215, s0.acc: 95.5117, s0.loss_bbox: 0.2010, s0.loss_mask: 0.2070, s1.loss_cls: 0.0552, s1.acc: 95.8566, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1043, s2.loss_cls: 0.0283, s2.acc: 95.7265, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0496, loss: 0.9436 2024-04-05 20:25:39,278 - mmdet - INFO - Epoch [36][2700/7330] lr: 4.612e-08, eta: 1:56:30, time: 1.507, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1223, s0.acc: 95.4751, s0.loss_bbox: 0.1986, s0.loss_mask: 0.2052, s1.loss_cls: 0.0565, s1.acc: 95.7766, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1038, s2.loss_cls: 0.0284, s2.acc: 95.6676, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0492, loss: 0.9396 2024-04-05 20:26:56,829 - mmdet - INFO - Epoch [36][2750/7330] lr: 4.612e-08, eta: 1:55:15, time: 1.551, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1281, s0.acc: 95.3523, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2060, s1.loss_cls: 0.0594, s1.acc: 95.5688, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1032, s2.loss_cls: 0.0301, s2.acc: 95.4094, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0488, loss: 0.9691 2024-04-05 20:28:11,803 - mmdet - INFO - Epoch [36][2800/7330] lr: 4.612e-08, eta: 1:53:59, time: 1.499, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1215, s0.acc: 95.5637, s0.loss_bbox: 0.1956, s0.loss_mask: 0.2045, s1.loss_cls: 0.0558, s1.acc: 95.8064, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1037, s2.loss_cls: 0.0282, s2.acc: 95.6012, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0492, loss: 0.9331 2024-04-05 20:29:22,482 - mmdet - INFO - Epoch [36][2850/7330] lr: 4.612e-08, eta: 1:52:44, time: 1.414, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1193, s0.acc: 95.6919, s0.loss_bbox: 0.1989, s0.loss_mask: 0.2074, s1.loss_cls: 0.0555, s1.acc: 95.8744, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1054, s2.loss_cls: 0.0283, s2.acc: 95.6979, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0499, loss: 0.9401 2024-04-05 20:30:41,905 - mmdet - INFO - Epoch [36][2900/7330] lr: 4.612e-08, eta: 1:51:28, time: 1.588, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1128, s0.acc: 95.8269, s0.loss_bbox: 0.1868, s0.loss_mask: 0.1982, s1.loss_cls: 0.0525, s1.acc: 96.0762, s1.loss_bbox: 0.0896, s1.loss_mask: 0.1009, s2.loss_cls: 0.0263, s2.acc: 95.9574, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0483, loss: 0.8916 2024-04-05 20:31:57,736 - mmdet - INFO - Epoch [36][2950/7330] lr: 4.612e-08, eta: 1:50:13, time: 1.517, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1197, s0.acc: 95.5515, s0.loss_bbox: 0.2010, s0.loss_mask: 0.2074, s1.loss_cls: 0.0566, s1.acc: 95.8263, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1044, s2.loss_cls: 0.0290, s2.acc: 95.6129, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0495, loss: 0.9438 2024-04-05 20:33:12,730 - mmdet - INFO - Epoch [36][3000/7330] lr: 4.612e-08, eta: 1:48:57, time: 1.500, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1118, s0.acc: 95.8794, s0.loss_bbox: 0.1875, s0.loss_mask: 0.2012, s1.loss_cls: 0.0518, s1.acc: 96.1390, s1.loss_bbox: 0.0914, s1.loss_mask: 0.1024, s2.loss_cls: 0.0259, s2.acc: 96.0316, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0485, loss: 0.8983 2024-04-05 20:34:29,028 - mmdet - INFO - Epoch [36][3050/7330] lr: 4.612e-08, eta: 1:47:42, time: 1.526, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1163, s0.acc: 95.7375, s0.loss_bbox: 0.1946, s0.loss_mask: 0.2029, s1.loss_cls: 0.0541, s1.acc: 95.9828, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1033, s2.loss_cls: 0.0267, s2.acc: 95.8999, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0490, loss: 0.9168 2024-04-05 20:35:46,815 - mmdet - INFO - Epoch [36][3100/7330] lr: 4.612e-08, eta: 1:46:27, time: 1.555, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1181, s0.acc: 95.6340, s0.loss_bbox: 0.2007, s0.loss_mask: 0.2023, s1.loss_cls: 0.0548, s1.acc: 95.8699, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1027, s2.loss_cls: 0.0272, s2.acc: 95.8155, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0490, loss: 0.9328 2024-04-05 20:37:02,609 - mmdet - INFO - Epoch [36][3150/7330] lr: 4.612e-08, eta: 1:45:11, time: 1.516, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1146, s0.acc: 95.7185, s0.loss_bbox: 0.1895, s0.loss_mask: 0.2010, s1.loss_cls: 0.0531, s1.acc: 95.9453, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1021, s2.loss_cls: 0.0267, s2.acc: 95.7600, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0487, loss: 0.9040 2024-04-05 20:38:17,278 - mmdet - INFO - Epoch [36][3200/7330] lr: 4.612e-08, eta: 1:43:56, time: 1.493, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1227, s0.acc: 95.4768, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2044, s1.loss_cls: 0.0574, s1.acc: 95.7043, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1040, s2.loss_cls: 0.0291, s2.acc: 95.4783, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0496, loss: 0.9551 2024-04-05 20:39:33,590 - mmdet - INFO - Epoch [36][3250/7330] lr: 4.612e-08, eta: 1:42:40, time: 1.526, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1098, s0.acc: 95.9731, s0.loss_bbox: 0.1851, s0.loss_mask: 0.1964, s1.loss_cls: 0.0513, s1.acc: 96.1785, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1000, s2.loss_cls: 0.0255, s2.acc: 96.0871, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0478, loss: 0.8795 2024-04-05 20:40:48,660 - mmdet - INFO - Epoch [36][3300/7330] lr: 4.612e-08, eta: 1:41:25, time: 1.501, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1191, s0.acc: 95.5627, s0.loss_bbox: 0.1997, s0.loss_mask: 0.2011, s1.loss_cls: 0.0553, s1.acc: 95.7970, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1023, s2.loss_cls: 0.0279, s2.acc: 95.6573, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0487, loss: 0.9306 2024-04-05 20:42:07,644 - mmdet - INFO - Epoch [36][3350/7330] lr: 4.612e-08, eta: 1:40:09, time: 1.580, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1192, s0.acc: 95.5430, s0.loss_bbox: 0.1966, s0.loss_mask: 0.2029, s1.loss_cls: 0.0557, s1.acc: 95.7608, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1029, s2.loss_cls: 0.0282, s2.acc: 95.6032, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0489, loss: 0.9275 2024-04-05 20:43:21,649 - mmdet - INFO - Epoch [36][3400/7330] lr: 4.612e-08, eta: 1:38:54, time: 1.480, data_time: 0.043, memory: 29881, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0152, s0.loss_cls: 0.1068, s0.acc: 96.0645, s0.loss_bbox: 0.1807, s0.loss_mask: 0.1960, s1.loss_cls: 0.0499, s1.acc: 96.2610, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1000, s2.loss_cls: 0.0255, s2.acc: 96.1149, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0479, loss: 0.8681 2024-04-05 20:44:39,045 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 20:44:39,046 - mmdet - INFO - Epoch [36][3450/7330] lr: 4.612e-08, eta: 1:37:38, time: 1.548, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1190, s0.acc: 95.7139, s0.loss_bbox: 0.1926, s0.loss_mask: 0.1991, s1.loss_cls: 0.0552, s1.acc: 95.9969, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1011, s2.loss_cls: 0.0280, s2.acc: 95.7391, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0483, loss: 0.9141 2024-04-05 20:45:57,840 - mmdet - INFO - Epoch [36][3500/7330] lr: 4.612e-08, eta: 1:36:23, time: 1.576, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1224, s0.acc: 95.5220, s0.loss_bbox: 0.2021, s0.loss_mask: 0.2032, s1.loss_cls: 0.0581, s1.acc: 95.6682, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1030, s2.loss_cls: 0.0290, s2.acc: 95.5676, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0489, loss: 0.9459 2024-04-05 20:47:12,311 - mmdet - INFO - Epoch [36][3550/7330] lr: 4.612e-08, eta: 1:35:07, time: 1.489, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1176, s0.acc: 95.6460, s0.loss_bbox: 0.1898, s0.loss_mask: 0.1971, s1.loss_cls: 0.0533, s1.acc: 95.9681, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1007, s2.loss_cls: 0.0270, s2.acc: 95.8261, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0483, loss: 0.9051 2024-04-05 20:48:28,868 - mmdet - INFO - Epoch [36][3600/7330] lr: 4.612e-08, eta: 1:33:52, time: 1.531, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1247, s0.acc: 95.4595, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2078, s1.loss_cls: 0.0578, s1.acc: 95.6829, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1063, s2.loss_cls: 0.0293, s2.acc: 95.5564, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0507, loss: 0.9558 2024-04-05 20:49:44,778 - mmdet - INFO - Epoch [36][3650/7330] lr: 4.612e-08, eta: 1:32:36, time: 1.518, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1230, s0.acc: 95.3904, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2031, s1.loss_cls: 0.0569, s1.acc: 95.6547, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1034, s2.loss_cls: 0.0287, s2.acc: 95.4626, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0493, loss: 0.9471 2024-04-05 20:50:59,672 - mmdet - INFO - Epoch [36][3700/7330] lr: 4.612e-08, eta: 1:31:21, time: 1.497, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1158, s0.acc: 95.7766, s0.loss_bbox: 0.1892, s0.loss_mask: 0.1985, s1.loss_cls: 0.0529, s1.acc: 96.1414, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1005, s2.loss_cls: 0.0269, s2.acc: 95.8844, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0479, loss: 0.9015 2024-04-05 20:52:16,567 - mmdet - INFO - Epoch [36][3750/7330] lr: 4.612e-08, eta: 1:30:05, time: 1.538, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1160, s0.acc: 95.7146, s0.loss_bbox: 0.1911, s0.loss_mask: 0.2002, s1.loss_cls: 0.0535, s1.acc: 96.0290, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1020, s2.loss_cls: 0.0274, s2.acc: 95.8129, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0487, loss: 0.9100 2024-04-05 20:53:34,194 - mmdet - INFO - Epoch [36][3800/7330] lr: 4.612e-08, eta: 1:28:50, time: 1.553, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1219, s0.acc: 95.4846, s0.loss_bbox: 0.1983, s0.loss_mask: 0.2034, s1.loss_cls: 0.0563, s1.acc: 95.7544, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1026, s2.loss_cls: 0.0280, s2.acc: 95.6474, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0487, loss: 0.9331 2024-04-05 20:54:52,492 - mmdet - INFO - Epoch [36][3850/7330] lr: 4.612e-08, eta: 1:27:34, time: 1.566, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1212, s0.acc: 95.5605, s0.loss_bbox: 0.1970, s0.loss_mask: 0.2065, s1.loss_cls: 0.0572, s1.acc: 95.7534, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1045, s2.loss_cls: 0.0287, s2.acc: 95.6161, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0496, loss: 0.9391 2024-04-05 20:56:04,899 - mmdet - INFO - Epoch [36][3900/7330] lr: 4.612e-08, eta: 1:26:19, time: 1.448, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1178, s0.acc: 95.7720, s0.loss_bbox: 0.1943, s0.loss_mask: 0.2003, s1.loss_cls: 0.0548, s1.acc: 96.0106, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1022, s2.loss_cls: 0.0277, s2.acc: 95.8299, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0487, loss: 0.9157 2024-04-05 20:57:19,060 - mmdet - INFO - Epoch [36][3950/7330] lr: 4.612e-08, eta: 1:25:03, time: 1.483, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1232, s0.acc: 95.4272, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2088, s1.loss_cls: 0.0573, s1.acc: 95.6468, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1045, s2.loss_cls: 0.0286, s2.acc: 95.5362, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0495, loss: 0.9569 2024-04-05 20:58:38,109 - mmdet - INFO - Epoch [36][4000/7330] lr: 4.612e-08, eta: 1:23:48, time: 1.581, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1204, s0.acc: 95.6028, s0.loss_bbox: 0.1957, s0.loss_mask: 0.2014, s1.loss_cls: 0.0550, s1.acc: 95.9082, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1019, s2.loss_cls: 0.0272, s2.acc: 95.7997, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0485, loss: 0.9248 2024-04-05 20:59:52,955 - mmdet - INFO - Epoch [36][4050/7330] lr: 4.612e-08, eta: 1:22:32, time: 1.497, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1234, s0.acc: 95.4397, s0.loss_bbox: 0.2039, s0.loss_mask: 0.2088, s1.loss_cls: 0.0576, s1.acc: 95.6868, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1060, s2.loss_cls: 0.0293, s2.acc: 95.4302, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0506, loss: 0.9593 2024-04-05 21:01:09,053 - mmdet - INFO - Epoch [36][4100/7330] lr: 4.612e-08, eta: 1:21:17, time: 1.522, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1254, s0.acc: 95.3420, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2076, s1.loss_cls: 0.0579, s1.acc: 95.6691, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1038, s2.loss_cls: 0.0292, s2.acc: 95.4444, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0496, loss: 0.9620 2024-04-05 21:02:20,082 - mmdet - INFO - Epoch [36][4150/7330] lr: 4.612e-08, eta: 1:20:01, time: 1.421, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1194, s0.acc: 95.5940, s0.loss_bbox: 0.1960, s0.loss_mask: 0.2014, s1.loss_cls: 0.0563, s1.acc: 95.7383, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1025, s2.loss_cls: 0.0287, s2.acc: 95.5324, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0489, loss: 0.9262 2024-04-05 21:03:33,557 - mmdet - INFO - Epoch [36][4200/7330] lr: 4.612e-08, eta: 1:18:46, time: 1.469, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1199, s0.acc: 95.5920, s0.loss_bbox: 0.2005, s0.loss_mask: 0.2014, s1.loss_cls: 0.0562, s1.acc: 95.7919, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1026, s2.loss_cls: 0.0283, s2.acc: 95.6209, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0490, loss: 0.9380 2024-04-05 21:04:51,388 - mmdet - INFO - Epoch [36][4250/7330] lr: 4.612e-08, eta: 1:17:30, time: 1.557, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1131, s0.acc: 95.8000, s0.loss_bbox: 0.1888, s0.loss_mask: 0.2012, s1.loss_cls: 0.0519, s1.acc: 96.0612, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1024, s2.loss_cls: 0.0265, s2.acc: 95.8294, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0490, loss: 0.9033 2024-04-05 21:06:07,267 - mmdet - INFO - Epoch [36][4300/7330] lr: 4.612e-08, eta: 1:16:15, time: 1.518, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1176, s0.acc: 95.6880, s0.loss_bbox: 0.1857, s0.loss_mask: 0.1980, s1.loss_cls: 0.0559, s1.acc: 95.8293, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1007, s2.loss_cls: 0.0280, s2.acc: 95.7023, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0479, loss: 0.8990 2024-04-05 21:07:23,492 - mmdet - INFO - Epoch [36][4350/7330] lr: 4.612e-08, eta: 1:14:59, time: 1.524, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1173, s0.acc: 95.6492, s0.loss_bbox: 0.1949, s0.loss_mask: 0.2074, s1.loss_cls: 0.0549, s1.acc: 95.8267, s1.loss_bbox: 0.0929, s1.loss_mask: 0.1042, s2.loss_cls: 0.0274, s2.acc: 95.7813, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0493, loss: 0.9254 2024-04-05 21:08:34,825 - mmdet - INFO - Epoch [36][4400/7330] lr: 4.612e-08, eta: 1:13:44, time: 1.427, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1303, s0.acc: 95.2820, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2059, s1.loss_cls: 0.0609, s1.acc: 95.5449, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1035, s2.loss_cls: 0.0301, s2.acc: 95.5029, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0490, loss: 0.9625 2024-04-05 21:09:53,026 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 21:09:53,026 - mmdet - INFO - Epoch [36][4450/7330] lr: 4.612e-08, eta: 1:12:28, time: 1.563, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1211, s0.acc: 95.5532, s0.loss_bbox: 0.1947, s0.loss_mask: 0.2083, s1.loss_cls: 0.0570, s1.acc: 95.7496, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1051, s2.loss_cls: 0.0291, s2.acc: 95.6021, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0499, loss: 0.9381 2024-04-05 21:11:06,988 - mmdet - INFO - Epoch [36][4500/7330] lr: 4.612e-08, eta: 1:11:13, time: 1.480, data_time: 0.044, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1154, s0.acc: 95.7214, s0.loss_bbox: 0.1926, s0.loss_mask: 0.2020, s1.loss_cls: 0.0529, s1.acc: 96.0081, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1024, s2.loss_cls: 0.0264, s2.acc: 95.9467, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0487, loss: 0.9129 2024-04-05 21:12:20,174 - mmdet - INFO - Epoch [36][4550/7330] lr: 4.612e-08, eta: 1:09:57, time: 1.464, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1170, s0.acc: 95.6128, s0.loss_bbox: 0.1948, s0.loss_mask: 0.2001, s1.loss_cls: 0.0547, s1.acc: 95.8212, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1012, s2.loss_cls: 0.0274, s2.acc: 95.7451, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0482, loss: 0.9168 2024-04-05 21:13:34,651 - mmdet - INFO - Epoch [36][4600/7330] lr: 4.612e-08, eta: 1:08:42, time: 1.489, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1217, s0.acc: 95.5288, s0.loss_bbox: 0.1981, s0.loss_mask: 0.2059, s1.loss_cls: 0.0559, s1.acc: 95.8460, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1049, s2.loss_cls: 0.0284, s2.acc: 95.6406, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0498, loss: 0.9392 2024-04-05 21:14:49,091 - mmdet - INFO - Epoch [36][4650/7330] lr: 4.612e-08, eta: 1:07:26, time: 1.489, data_time: 0.045, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1188, s0.acc: 95.6035, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2030, s1.loss_cls: 0.0559, s1.acc: 95.7615, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1029, s2.loss_cls: 0.0282, s2.acc: 95.6208, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0490, loss: 0.9419 2024-04-05 21:16:06,206 - mmdet - INFO - Epoch [36][4700/7330] lr: 4.612e-08, eta: 1:06:11, time: 1.542, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1227, s0.acc: 95.5432, s0.loss_bbox: 0.1952, s0.loss_mask: 0.1977, s1.loss_cls: 0.0575, s1.acc: 95.7778, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1009, s2.loss_cls: 0.0285, s2.acc: 95.6484, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0479, loss: 0.9247 2024-04-05 21:17:22,478 - mmdet - INFO - Epoch [36][4750/7330] lr: 4.612e-08, eta: 1:04:55, time: 1.525, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1230, s0.acc: 95.4473, s0.loss_bbox: 0.2015, s0.loss_mask: 0.2034, s1.loss_cls: 0.0575, s1.acc: 95.6843, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1026, s2.loss_cls: 0.0296, s2.acc: 95.3811, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0483, loss: 0.9461 2024-04-05 21:18:36,096 - mmdet - INFO - Epoch [36][4800/7330] lr: 4.612e-08, eta: 1:03:40, time: 1.472, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1160, s0.acc: 95.6958, s0.loss_bbox: 0.1927, s0.loss_mask: 0.2030, s1.loss_cls: 0.0529, s1.acc: 95.9918, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1027, s2.loss_cls: 0.0265, s2.acc: 95.8529, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0489, loss: 0.9139 2024-04-05 21:19:49,800 - mmdet - INFO - Epoch [36][4850/7330] lr: 4.612e-08, eta: 1:02:24, time: 1.474, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1214, s0.acc: 95.4692, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2054, s1.loss_cls: 0.0563, s1.acc: 95.7310, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1041, s2.loss_cls: 0.0285, s2.acc: 95.5646, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0495, loss: 0.9506 2024-04-05 21:21:06,069 - mmdet - INFO - Epoch [36][4900/7330] lr: 4.612e-08, eta: 1:01:09, time: 1.525, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1189, s0.acc: 95.5933, s0.loss_bbox: 0.1965, s0.loss_mask: 0.2037, s1.loss_cls: 0.0553, s1.acc: 95.9103, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1031, s2.loss_cls: 0.0279, s2.acc: 95.7661, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0491, loss: 0.9277 2024-04-05 21:22:22,789 - mmdet - INFO - Epoch [36][4950/7330] lr: 4.612e-08, eta: 0:59:53, time: 1.534, data_time: 0.060, memory: 29881, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1240, s0.acc: 95.4326, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2081, s1.loss_cls: 0.0581, s1.acc: 95.6435, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1045, s2.loss_cls: 0.0292, s2.acc: 95.5231, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0498, loss: 0.9565 2024-04-05 21:23:37,491 - mmdet - INFO - Epoch [36][5000/7330] lr: 4.612e-08, eta: 0:58:38, time: 1.494, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1203, s0.acc: 95.5923, s0.loss_bbox: 0.1956, s0.loss_mask: 0.2047, s1.loss_cls: 0.0559, s1.acc: 95.7893, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1031, s2.loss_cls: 0.0282, s2.acc: 95.6527, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0489, loss: 0.9304 2024-04-05 21:24:52,433 - mmdet - INFO - Epoch [36][5050/7330] lr: 4.612e-08, eta: 0:57:22, time: 1.499, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1182, s0.acc: 95.6663, s0.loss_bbox: 0.1968, s0.loss_mask: 0.2044, s1.loss_cls: 0.0546, s1.acc: 95.8479, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1040, s2.loss_cls: 0.0279, s2.acc: 95.6727, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0494, loss: 0.9269 2024-04-05 21:26:06,585 - mmdet - INFO - Epoch [36][5100/7330] lr: 4.612e-08, eta: 0:56:07, time: 1.483, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1125, s0.acc: 95.9009, s0.loss_bbox: 0.1840, s0.loss_mask: 0.2019, s1.loss_cls: 0.0527, s1.acc: 96.0880, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1020, s2.loss_cls: 0.0266, s2.acc: 95.9639, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0486, loss: 0.8944 2024-04-05 21:27:24,463 - mmdet - INFO - Epoch [36][5150/7330] lr: 4.612e-08, eta: 0:54:51, time: 1.558, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1142, s0.acc: 95.7480, s0.loss_bbox: 0.1912, s0.loss_mask: 0.2035, s1.loss_cls: 0.0535, s1.acc: 95.9420, s1.loss_bbox: 0.0922, s1.loss_mask: 0.1036, s2.loss_cls: 0.0272, s2.acc: 95.7054, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0493, loss: 0.9127 2024-04-05 21:28:41,949 - mmdet - INFO - Epoch [36][5200/7330] lr: 4.612e-08, eta: 0:53:36, time: 1.549, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1213, s0.acc: 95.5544, s0.loss_bbox: 0.1967, s0.loss_mask: 0.2039, s1.loss_cls: 0.0576, s1.acc: 95.6707, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1032, s2.loss_cls: 0.0285, s2.acc: 95.5568, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0491, loss: 0.9350 2024-04-05 21:29:57,866 - mmdet - INFO - Epoch [36][5250/7330] lr: 4.612e-08, eta: 0:52:20, time: 1.518, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1154, s0.acc: 95.7517, s0.loss_bbox: 0.1908, s0.loss_mask: 0.2000, s1.loss_cls: 0.0535, s1.acc: 95.9988, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1018, s2.loss_cls: 0.0267, s2.acc: 95.8291, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0486, loss: 0.9040 2024-04-05 21:31:12,931 - mmdet - INFO - Epoch [36][5300/7330] lr: 4.612e-08, eta: 0:51:05, time: 1.502, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1189, s0.acc: 95.6375, s0.loss_bbox: 0.1983, s0.loss_mask: 0.2038, s1.loss_cls: 0.0546, s1.acc: 95.9043, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1033, s2.loss_cls: 0.0277, s2.acc: 95.7565, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0497, loss: 0.9339 2024-04-05 21:32:27,836 - mmdet - INFO - Epoch [36][5350/7330] lr: 4.612e-08, eta: 0:49:49, time: 1.498, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1184, s0.acc: 95.5474, s0.loss_bbox: 0.1988, s0.loss_mask: 0.1999, s1.loss_cls: 0.0542, s1.acc: 95.8631, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1019, s2.loss_cls: 0.0275, s2.acc: 95.6983, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0487, loss: 0.9259 2024-04-05 21:33:40,195 - mmdet - INFO - Epoch [36][5400/7330] lr: 4.612e-08, eta: 0:48:34, time: 1.447, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1188, s0.acc: 95.6069, s0.loss_bbox: 0.1964, s0.loss_mask: 0.2034, s1.loss_cls: 0.0542, s1.acc: 95.9708, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1038, s2.loss_cls: 0.0274, s2.acc: 95.7897, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0496, loss: 0.9280 2024-04-05 21:34:50,987 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 21:34:50,987 - mmdet - INFO - Epoch [36][5450/7330] lr: 4.612e-08, eta: 0:47:18, time: 1.416, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1152, s0.acc: 95.7720, s0.loss_bbox: 0.1950, s0.loss_mask: 0.2060, s1.loss_cls: 0.0532, s1.acc: 96.0749, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1031, s2.loss_cls: 0.0269, s2.acc: 95.8807, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0489, loss: 0.9195 2024-04-05 21:36:08,426 - mmdet - INFO - Epoch [36][5500/7330] lr: 4.612e-08, eta: 0:46:03, time: 1.549, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1170, s0.acc: 95.7378, s0.loss_bbox: 0.1890, s0.loss_mask: 0.2040, s1.loss_cls: 0.0526, s1.acc: 96.1133, s1.loss_bbox: 0.0905, s1.loss_mask: 0.1025, s2.loss_cls: 0.0262, s2.acc: 96.0552, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0490, loss: 0.9064 2024-04-05 21:37:22,861 - mmdet - INFO - Epoch [36][5550/7330] lr: 4.612e-08, eta: 0:44:47, time: 1.489, data_time: 0.046, memory: 29881, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1129, s0.acc: 95.8110, s0.loss_bbox: 0.1920, s0.loss_mask: 0.1986, s1.loss_cls: 0.0520, s1.acc: 96.0223, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1010, s2.loss_cls: 0.0266, s2.acc: 95.8438, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0482, loss: 0.9015 2024-04-05 21:38:39,885 - mmdet - INFO - Epoch [36][5600/7330] lr: 4.612e-08, eta: 0:43:32, time: 1.540, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1209, s0.acc: 95.5366, s0.loss_bbox: 0.1967, s0.loss_mask: 0.2044, s1.loss_cls: 0.0564, s1.acc: 95.7260, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1038, s2.loss_cls: 0.0284, s2.acc: 95.5922, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0497, loss: 0.9339 2024-04-05 21:39:53,189 - mmdet - INFO - Epoch [36][5650/7330] lr: 4.612e-08, eta: 0:42:16, time: 1.466, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1150, s0.acc: 95.7756, s0.loss_bbox: 0.1948, s0.loss_mask: 0.2100, s1.loss_cls: 0.0529, s1.acc: 96.0937, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1056, s2.loss_cls: 0.0267, s2.acc: 95.8401, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0504, loss: 0.9275 2024-04-05 21:41:03,972 - mmdet - INFO - Epoch [36][5700/7330] lr: 4.612e-08, eta: 0:41:01, time: 1.416, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1207, s0.acc: 95.5122, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2072, s1.loss_cls: 0.0562, s1.acc: 95.7323, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1048, s2.loss_cls: 0.0287, s2.acc: 95.5367, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0498, loss: 0.9544 2024-04-05 21:42:19,120 - mmdet - INFO - Epoch [36][5750/7330] lr: 4.612e-08, eta: 0:39:45, time: 1.503, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1184, s0.acc: 95.7124, s0.loss_bbox: 0.1920, s0.loss_mask: 0.1980, s1.loss_cls: 0.0541, s1.acc: 95.9866, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1005, s2.loss_cls: 0.0277, s2.acc: 95.7481, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0478, loss: 0.9060 2024-04-05 21:43:31,097 - mmdet - INFO - Epoch [36][5800/7330] lr: 4.612e-08, eta: 0:38:30, time: 1.439, data_time: 0.066, memory: 29881, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1184, s0.acc: 95.6409, s0.loss_bbox: 0.1962, s0.loss_mask: 0.1986, s1.loss_cls: 0.0542, s1.acc: 95.9628, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1015, s2.loss_cls: 0.0271, s2.acc: 95.8682, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0485, loss: 0.9220 2024-04-05 21:44:46,680 - mmdet - INFO - Epoch [36][5850/7330] lr: 4.612e-08, eta: 0:37:14, time: 1.512, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1228, s0.acc: 95.4185, s0.loss_bbox: 0.2024, s0.loss_mask: 0.2091, s1.loss_cls: 0.0569, s1.acc: 95.6300, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1046, s2.loss_cls: 0.0293, s2.acc: 95.4156, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0498, loss: 0.9542 2024-04-05 21:45:58,121 - mmdet - INFO - Epoch [36][5900/7330] lr: 4.612e-08, eta: 0:35:59, time: 1.429, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1212, s0.acc: 95.5056, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2108, s1.loss_cls: 0.0557, s1.acc: 95.7658, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1044, s2.loss_cls: 0.0283, s2.acc: 95.5944, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0493, loss: 0.9481 2024-04-05 21:47:17,713 - mmdet - INFO - Epoch [36][5950/7330] lr: 4.612e-08, eta: 0:34:43, time: 1.592, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1262, s0.acc: 95.3438, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2099, s1.loss_cls: 0.0578, s1.acc: 95.6349, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1050, s2.loss_cls: 0.0290, s2.acc: 95.5077, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0494, loss: 0.9647 2024-04-05 21:48:34,193 - mmdet - INFO - Epoch [36][6000/7330] lr: 4.612e-08, eta: 0:33:28, time: 1.530, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1124, s0.acc: 95.8860, s0.loss_bbox: 0.1857, s0.loss_mask: 0.2031, s1.loss_cls: 0.0515, s1.acc: 96.1716, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1036, s2.loss_cls: 0.0260, s2.acc: 96.0352, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0493, loss: 0.8954 2024-04-05 21:49:52,325 - mmdet - INFO - Epoch [36][6050/7330] lr: 4.612e-08, eta: 0:32:12, time: 1.563, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1318, s0.acc: 95.2234, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2052, s1.loss_cls: 0.0602, s1.acc: 95.5427, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1046, s2.loss_cls: 0.0299, s2.acc: 95.4123, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0497, loss: 0.9818 2024-04-05 21:51:07,847 - mmdet - INFO - Epoch [36][6100/7330] lr: 4.612e-08, eta: 0:30:57, time: 1.510, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1201, s0.acc: 95.6272, s0.loss_bbox: 0.1927, s0.loss_mask: 0.1982, s1.loss_cls: 0.0560, s1.acc: 95.8811, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1008, s2.loss_cls: 0.0282, s2.acc: 95.7923, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0481, loss: 0.9128 2024-04-05 21:52:25,540 - mmdet - INFO - Epoch [36][6150/7330] lr: 4.612e-08, eta: 0:29:41, time: 1.554, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1263, s0.acc: 95.3440, s0.loss_bbox: 0.2011, s0.loss_mask: 0.2092, s1.loss_cls: 0.0591, s1.acc: 95.5440, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1058, s2.loss_cls: 0.0295, s2.acc: 95.4210, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0499, loss: 0.9632 2024-04-05 21:53:41,561 - mmdet - INFO - Epoch [36][6200/7330] lr: 4.612e-08, eta: 0:28:26, time: 1.520, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1215, s0.acc: 95.4885, s0.loss_bbox: 0.1982, s0.loss_mask: 0.2025, s1.loss_cls: 0.0568, s1.acc: 95.7163, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1023, s2.loss_cls: 0.0282, s2.acc: 95.6332, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0483, loss: 0.9350 2024-04-05 21:54:58,383 - mmdet - INFO - Epoch [36][6250/7330] lr: 4.612e-08, eta: 0:27:10, time: 1.536, data_time: 0.058, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1217, s0.acc: 95.4875, s0.loss_bbox: 0.1995, s0.loss_mask: 0.2021, s1.loss_cls: 0.0555, s1.acc: 95.7446, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1016, s2.loss_cls: 0.0281, s2.acc: 95.6139, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0484, loss: 0.9326 2024-04-05 21:56:11,895 - mmdet - INFO - Epoch [36][6300/7330] lr: 4.612e-08, eta: 0:25:55, time: 1.470, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1168, s0.acc: 95.7490, s0.loss_bbox: 0.1915, s0.loss_mask: 0.2071, s1.loss_cls: 0.0537, s1.acc: 96.0443, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1035, s2.loss_cls: 0.0270, s2.acc: 95.9404, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0490, loss: 0.9165 2024-04-05 21:57:29,038 - mmdet - INFO - Epoch [36][6350/7330] lr: 4.612e-08, eta: 0:24:39, time: 1.543, data_time: 0.059, memory: 29881, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1230, s0.acc: 95.4470, s0.loss_bbox: 0.2019, s0.loss_mask: 0.2020, s1.loss_cls: 0.0582, s1.acc: 95.5673, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1032, s2.loss_cls: 0.0293, s2.acc: 95.4362, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0489, loss: 0.9475 2024-04-05 21:58:46,374 - mmdet - INFO - Epoch [36][6400/7330] lr: 4.612e-08, eta: 0:23:24, time: 1.547, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1179, s0.acc: 95.5605, s0.loss_bbox: 0.1940, s0.loss_mask: 0.2007, s1.loss_cls: 0.0540, s1.acc: 95.8856, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1012, s2.loss_cls: 0.0273, s2.acc: 95.7633, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0481, loss: 0.9164 2024-04-05 22:00:04,578 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 22:00:04,579 - mmdet - INFO - Epoch [36][6450/7330] lr: 4.612e-08, eta: 0:22:08, time: 1.564, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1225, s0.acc: 95.4500, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2081, s1.loss_cls: 0.0574, s1.acc: 95.7164, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1048, s2.loss_cls: 0.0288, s2.acc: 95.5733, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0498, loss: 0.9622 2024-04-05 22:01:21,330 - mmdet - INFO - Epoch [36][6500/7330] lr: 4.612e-08, eta: 0:20:53, time: 1.535, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1148, s0.acc: 95.7639, s0.loss_bbox: 0.1903, s0.loss_mask: 0.2015, s1.loss_cls: 0.0534, s1.acc: 95.9464, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1019, s2.loss_cls: 0.0273, s2.acc: 95.8197, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0486, loss: 0.9046 2024-04-05 22:02:35,226 - mmdet - INFO - Epoch [36][6550/7330] lr: 4.612e-08, eta: 0:19:37, time: 1.478, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1159, s0.acc: 95.6516, s0.loss_bbox: 0.1933, s0.loss_mask: 0.1958, s1.loss_cls: 0.0539, s1.acc: 95.9647, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0986, s2.loss_cls: 0.0272, s2.acc: 95.7700, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0469, loss: 0.9061 2024-04-05 22:03:51,662 - mmdet - INFO - Epoch [36][6600/7330] lr: 4.612e-08, eta: 0:18:22, time: 1.528, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1151, s0.acc: 95.8066, s0.loss_bbox: 0.1889, s0.loss_mask: 0.2020, s1.loss_cls: 0.0526, s1.acc: 96.0811, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1023, s2.loss_cls: 0.0265, s2.acc: 95.9516, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0486, loss: 0.9045 2024-04-05 22:05:06,626 - mmdet - INFO - Epoch [36][6650/7330] lr: 4.612e-08, eta: 0:17:06, time: 1.500, data_time: 0.056, memory: 29881, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1206, s0.acc: 95.5730, s0.loss_bbox: 0.1991, s0.loss_mask: 0.2016, s1.loss_cls: 0.0553, s1.acc: 95.8572, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1013, s2.loss_cls: 0.0282, s2.acc: 95.6610, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0483, loss: 0.9283 2024-04-05 22:06:21,721 - mmdet - INFO - Epoch [36][6700/7330] lr: 4.612e-08, eta: 0:15:51, time: 1.502, data_time: 0.050, memory: 29881, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1197, s0.acc: 95.5779, s0.loss_bbox: 0.2005, s0.loss_mask: 0.2017, s1.loss_cls: 0.0552, s1.acc: 95.9174, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1016, s2.loss_cls: 0.0282, s2.acc: 95.7363, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0480, loss: 0.9280 2024-04-05 22:07:36,397 - mmdet - INFO - Epoch [36][6750/7330] lr: 4.612e-08, eta: 0:14:35, time: 1.493, data_time: 0.052, memory: 29881, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1214, s0.acc: 95.5137, s0.loss_bbox: 0.2030, s0.loss_mask: 0.2072, s1.loss_cls: 0.0570, s1.acc: 95.7020, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1051, s2.loss_cls: 0.0287, s2.acc: 95.5666, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0502, loss: 0.9501 2024-04-05 22:08:51,466 - mmdet - INFO - Epoch [36][6800/7330] lr: 4.612e-08, eta: 0:13:20, time: 1.501, data_time: 0.053, memory: 29881, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1169, s0.acc: 95.6653, s0.loss_bbox: 0.1957, s0.loss_mask: 0.2060, s1.loss_cls: 0.0535, s1.acc: 95.9472, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1042, s2.loss_cls: 0.0270, s2.acc: 95.8024, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0494, loss: 0.9263 2024-04-05 22:10:07,215 - mmdet - INFO - Epoch [36][6850/7330] lr: 4.612e-08, eta: 0:12:04, time: 1.515, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1158, s0.acc: 95.7107, s0.loss_bbox: 0.1973, s0.loss_mask: 0.2043, s1.loss_cls: 0.0537, s1.acc: 95.9096, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1022, s2.loss_cls: 0.0272, s2.acc: 95.8036, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0485, loss: 0.9228 2024-04-05 22:11:28,788 - mmdet - INFO - Epoch [36][6900/7330] lr: 4.612e-08, eta: 0:10:49, time: 1.631, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1162, s0.acc: 95.7114, s0.loss_bbox: 0.1954, s0.loss_mask: 0.2005, s1.loss_cls: 0.0535, s1.acc: 95.9627, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1025, s2.loss_cls: 0.0275, s2.acc: 95.7838, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0491, loss: 0.9205 2024-04-05 22:12:43,993 - mmdet - INFO - Epoch [36][6950/7330] lr: 4.612e-08, eta: 0:09:33, time: 1.504, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1168, s0.acc: 95.6284, s0.loss_bbox: 0.1969, s0.loss_mask: 0.2009, s1.loss_cls: 0.0551, s1.acc: 95.8608, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1012, s2.loss_cls: 0.0279, s2.acc: 95.6343, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0479, loss: 0.9243 2024-04-05 22:13:58,098 - mmdet - INFO - Epoch [36][7000/7330] lr: 4.612e-08, eta: 0:08:18, time: 1.482, data_time: 0.051, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1242, s0.acc: 95.3975, s0.loss_bbox: 0.2016, s0.loss_mask: 0.2024, s1.loss_cls: 0.0584, s1.acc: 95.5732, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1020, s2.loss_cls: 0.0291, s2.acc: 95.4998, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0484, loss: 0.9420 2024-04-05 22:15:14,044 - mmdet - INFO - Epoch [36][7050/7330] lr: 4.612e-08, eta: 0:07:02, time: 1.519, data_time: 0.048, memory: 29881, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1193, s0.acc: 95.5449, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2041, s1.loss_cls: 0.0559, s1.acc: 95.7216, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1033, s2.loss_cls: 0.0286, s2.acc: 95.5335, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0490, loss: 0.9452 2024-04-05 22:16:27,817 - mmdet - INFO - Epoch [36][7100/7330] lr: 4.612e-08, eta: 0:05:47, time: 1.475, data_time: 0.054, memory: 29881, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1263, s0.acc: 95.3357, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2078, s1.loss_cls: 0.0584, s1.acc: 95.6428, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1055, s2.loss_cls: 0.0294, s2.acc: 95.4372, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0504, loss: 0.9690 2024-04-05 22:17:45,443 - mmdet - INFO - Epoch [36][7150/7330] lr: 4.612e-08, eta: 0:04:31, time: 1.553, data_time: 0.057, memory: 29881, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1181, s0.acc: 95.5366, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2055, s1.loss_cls: 0.0539, s1.acc: 95.8634, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1034, s2.loss_cls: 0.0276, s2.acc: 95.6455, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0493, loss: 0.9311 2024-04-05 22:18:59,911 - mmdet - INFO - Epoch [36][7200/7330] lr: 4.612e-08, eta: 0:03:16, time: 1.489, data_time: 0.049, memory: 29881, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1184, s0.acc: 95.5486, s0.loss_bbox: 0.1962, s0.loss_mask: 0.2058, s1.loss_cls: 0.0553, s1.acc: 95.7910, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1042, s2.loss_cls: 0.0281, s2.acc: 95.5959, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0495, loss: 0.9324 2024-04-05 22:20:16,139 - mmdet - INFO - Epoch [36][7250/7330] lr: 4.612e-08, eta: 0:02:00, time: 1.525, data_time: 0.055, memory: 29881, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1185, s0.acc: 95.5554, s0.loss_bbox: 0.2000, s0.loss_mask: 0.2047, s1.loss_cls: 0.0545, s1.acc: 95.8677, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1041, s2.loss_cls: 0.0276, s2.acc: 95.6427, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0494, loss: 0.9383 2024-04-05 22:21:30,468 - mmdet - INFO - Epoch [36][7300/7330] lr: 4.612e-08, eta: 0:00:45, time: 1.487, data_time: 0.047, memory: 29881, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1204, s0.acc: 95.5623, s0.loss_bbox: 0.2027, s0.loss_mask: 0.2007, s1.loss_cls: 0.0549, s1.acc: 95.8505, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1023, s2.loss_cls: 0.0284, s2.acc: 95.5617, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0487, loss: 0.9374 2024-04-05 22:22:15,457 - mmdet - INFO - Saving checkpoint at 36 epochs 2024-04-05 22:29:52,416 - mmdet - INFO - Evaluating bbox... 2024-04-05 22:30:28,519 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.529 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.715 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.572 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 ] = 0.567 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.674 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.471 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.685 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.783 2024-04-05 22:30:28,519 - mmdet - INFO - Evaluating segm... 2024-04-05 22:31:08,807 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.460 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.691 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.500 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.259 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.492 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 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.392 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.721 2024-04-05 22:31:09,353 - mmdet - INFO - Exp name: cascade_b_dp0.6_lr8e-5_wd0.05_ld0.7_gn1_fpnbn.py 2024-04-05 22:31:09,355 - mmdet - INFO - Epoch(val) [36][1250] bbox_mAP: 0.5290, bbox_mAP_50: 0.7150, bbox_mAP_75: 0.5720, bbox_mAP_s: 0.3490, bbox_mAP_m: 0.5670, bbox_mAP_l: 0.6740, bbox_mAP_copypaste: 0.529 0.715 0.572 0.349 0.567 0.674, segm_mAP: 0.4600, segm_mAP_50: 0.6910, segm_mAP_75: 0.5000, segm_mAP_s: 0.2590, segm_mAP_m: 0.4920, segm_mAP_l: 0.6410, segm_mAP_copypaste: 0.460 0.691 0.500 0.259 0.492 0.641